Lipid-droplet-accumulating microglia represent a dysfunctional and proinflammatory state in the aging brain
Open accessAbstract
Microglia become progressively activated and seemingly dysfunctional with age, and genetic studies have linked these cells to the pathogenesis of a growing number of neurodegenerative diseases. Here we report a striking buildup of lipid droplets in microglia with aging in mouse and human brains. These cells, which we call 'lipid-droplet-accumulating microglia' (LDAM), are defective in phagocytosis, produce high levels of reactive oxygen species and secrete proinflammatory cytokines. RNA-sequencing analysis of LDAM revealed a transcriptional profile driven by innate inflammation that is distinct from previously reported microglial states. An unbiased CRISPR-Cas9 screen identified genetic modifiers of lipid droplet formation; surprisingly, variants of several of these genes, including progranulin (GRN), are causes of autosomal-dominant forms of human neurodegenerative diseases. We therefore propose that LDAM contribute to age-related and genetic forms of neurodegeneration.
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TL;DR
Aging microglia in mouse and human hippocampus accumulate lipid droplets, defining a lipid droplet-accumulating microglia (LDAM) state with impaired phagocytosis, high ROS, and pro-inflammatory cytokine release. CRISPR-Cas9 screening links lipid droplet formation to neurodegeneration-associated genes, and GRN−/− mice show a similar LDAM-like phenotype.
Key findings
- Lipid droplets were more abundant in aged mouse hippocampal microglia: BODIPY+ TMEM119+ microglia were 51.95% in aged versus 12.08% in young mice, and CARS+ lipid-storing microglia were 50.76% versus 18.93%; aged human hippocampus also had more Plin2+ Iba1+ microglia.
- LDAM had a distinct transcriptome with 692 differentially expressed genes between BODIPYlo and BODIPYhi aged microglia; top pathways included phagosome maturation and NO/ROS production, with LPS predicted as the most significant upstream regulator.
- LDAM showed functional defects: in acute slices, Zymosan+ BODIPY+ microglia were 2.1% versus 24.3% for BODIPY− microglia; LD-hi aged microglia had twofold higher CellROX signal than LD-lo microglia and released more CCL3, CXCL10, IL-6 at baseline plus exaggerated cytokines after LPS.
- A CRISPR-Cas9 screen identified 112 significant regulators of lipid droplet formation (P<0.05; FDR<50%), including SLC33A1, SNX17, GRN, VPS35, CLN3, and NPC2; GRN−/− mice had twofold more BODIPY+ microglia and twice as many lipid droplets per cell, with LD-hi GRN−/− microglia transcriptionally and functionally similar to LDAM.
Methods
- Aging mouse microglia were studied by TEM, BODIPY/immunohistochemistry, CARS microscopy, lipidomics, and RNA-seq of FACS-sorted CD11b+CD45lo BODIPYlo versus BODIPYhi hippocampal microglia; human postmortem hippocampus included young adult (<35 years, n=3) and elderly (>60 years, n=5) samples.
- In vitro and in vivo models included BV2 microglia treated with LPS, Triacsin C, or aged plasma; LPS-treated young mice; organotypic brain slices and hippocampal myelin-debris injection for phagocytosis; CellROX for ROS; multiplex cytokine assays; and a pooled CRISPR-Cas9 screen using iodo-BODIPY photoablation.
- Analyses used DESeq2 for RNA-seq, IPA/Enrichr for pathways, and GraphPad Prism with t-tests, Mann–Whitney U-tests, or ANOVA followed by Tukey’s post hoc tests.
Limitations
- The paper states that the role of LDAM in brain aging and disease remains to be defined, that pharmacological and genetic ablation experiments are required, and that mechanisms linking lipid droplets to phagocytosis, ROS, and state conversion remain unresolved.
- Evident from the text: all animal experiments used male mice only, human tissue was limited to small postmortem samples without neurological or psychiatric diagnoses, and human lipid droplets were detected by Plin2 rather than BODIPY because antigen retrieval removes lipids.
- Evident from the text: much mechanistic work relies on the BV2 microglial cell line, and the CRISPR screen used an FDR<50% significance threshold; some single-knockout BV2 lines were polyclonal, except GRN knockout cells, which were sub-cloned.
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29 of 47 cited sources checked · 7 supported · 0 flagged · accuracy not yet measured
- Premisecitation
Aged microglia are one of the main sources of increased ROS levels in the aging brain.
“Aged microglia are one of the main sources of increased ROS levels in the aging brain2, and excessive microglial ROS production might contribute to age-related CNS dysfunctions.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [2] Mosher, K. I. & Wyss-Coray, T. Microglial dysfunction in brain aging and Alzheimer’s disease. Biochem. Pharmacol. 88, 594–604 (2014). source
Section 4.4 says oxidative stress increases with aging and that NOX2 contributes to microglial ROS production in an LPS-induced inflammation model. It calls microglial NADPH oxidase a believed primary ROS source in the context of Alzheimer’s disease, but does not establish aged microglia as a main source of increased ROS in the aging brain generally. No page number was provided in our copy. (LLM, conf=0.85)
Experimental — accuracy not yet measured
- Findingown data
By using pooled CRISPR-Cas9 targeted screening, we discovered genes for which variants cause autosomal dominant forms of neurodegeneration (SLC33A1, SNX17, GRN, VPS35, CLN3, NPC2) as genetic modulators of lipid droplet formation in microglia.
“By using pooled CRISPR-Cas9 targeted screening, we discovered genes for which variants cause autosomal dominant forms of neurodegeneration (SLC33A1, SNX17, GRN, VPS35, CLN3, NPC2) as genetic modulators of lipid droplet formation in microglia32–35.”
Quote in the paperSubstantial claim3 of 4 sources checked- cites [32] Kamkaew, A. et al. BODIPY dyes in photodynamic therapy. Chem. Soc. Rev. 42, 77–88 (2013). source
Split into 2 atoms — 0 confirmed, 0 partially supported, 0 disputed, 0 misattributed, 2 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured - cites [33] Lee, J. et al. Adaptor protein sorting nexin 17 regulates amyloid precursor protein trafficking and processing in the early endosomes. J. Biol. Chem. 283, 11501–11508 (2008). source
- cites [34] Liu, P. et al. S113R mutation in SLC33A1 leads to neurodegeneration and augmented BMP signaling in a mouse model. Dis. Model. Mech. 10, 53–62 (2017). source
- cites [35] Huey, E. D. et al. Characteristics of frontotemporal dementia patients with a progranulin mutation. Ann. Neurol. 60, 374–380 (2006). source
- Premisecitation
Lipid droplets in microglia have been detected in hippocampal slice culture from P6-8 mice upon treatment with LPS.
“For example, lipid droplets in microglia have been detected in adult mice after induction of ROS by rotenone13, in hippocampal slice culture from P6–8 mice upon treatment with LPS, and in LPS-treated cells of the microglia-like cell line N916.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [16] Chang, P. K., Khatchadourian, A., McKinney, R. A. & Maysinger, D. Docosahexaenoic acid (DHA): a modulator of microglia activity and dendritic spine morphology. J. Neuroinflammation 12, 34 (2015). source
- Premisecitation
Cultured progranulin-deficient macrophages exhibited increased foam cell formation compared to wild type macrophages.
“The finding of lipid droplet containing microglia in GRN−/− mice is corroborated by a recent study which showed that cultured progranulin-deficient macrophages exhibited increased foam cell formation, i.e. lipid droplet accumulation, compared to wild type macrophages49.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [49] Jaitin, D. A. et al. Lipid-associated macrophages control metabolic homeostasis in a Trem2-dependent manner. Cell 178, 686–698.e14 (2019). source
The Results section on Trem2-dependent macrophage remodeling reports reduced lipid uptake and storage in Trem2-deficient macrophages, not increased foam-cell formation in progranulin-deficient cultures. Searches for progranulin, GRN, and foam cells found no passage in our copy comparing cultured progranulin-deficient macrophages with wild-type macrophages; page numbers were not available. (LLM, conf=0.76)
Experimental — accuracy not yet measured
- Premisecitation
Loss of GRN leads to intracellular and intra-lysosomal accumulation of long polyunsaturated triacylglycerides in the brains of humans and mice.
“In addition, a recent study reported that loss of GRN leads to intracellular and intra-lysosomal accumulation of long polyunsaturated triacylglyerides50 in the brains of humans and mice.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [50] Nguyen, A. D et al. Progranulin in the hematopoietic compartment protects mice from atherosclerosis. Atherosclerosis 277, 145–154 (2018). source
The Introduction and the Results section on lysosomal abnormalities describe increased lysosomal markers in Grn-deficient mouse brains and macrophages. Neither those passages nor searches for polyunsaturated triacylglycerides and triglycerides report accumulation of those lipids in human or mouse brains. The finding that neutral lipids did not accumulate in lysosomes concerns cultured macrophages under a specific treatment, not brains. (LLM, conf=0.72)
Experimental — accuracy not yet measured
- Findingown data
More Plin2+ Iba1+ microglia are present in aged than in young human hippocampal brain sections.
“Lastly, we detected Perilipin 2, a close paralog of Perilipin 3, in microglia in human hippocampal brain sections, and counted more Plin2+ Iba1+ microglia in aged than in young individuals (Fig. 1g).”
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Cells with high CellROX fluorescence were often loaded with lipid droplets.
“Cells with high CellROX fluorescence were often loaded with lipid droplets (Fig. 5g).”
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Triacsin C increases Zymosan phagocytosis in LPS-treated BV2 cells.
“Furthermore, Triacsin C increased Zymosan phagocytosis in LPS-treated cells (Fig. 4h,i).”
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CellROX signal is twofold increased in LD-hi compared to LD-lo microglia.
“Moreover, the CellROX signal was twofold increased in LD-hi compared to LD-lo microglia (Fig. 5d–e), suggesting that the elevated ROS levels in aged microglia might be specifically driven by the increased ROS generation of LDAM”
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BODIPY+ Iba1+ microglia are frequently detected in the thalamus and occasionally in the cortex and corpus callosum in GRN−/− mice.
“Moreover, we frequently detected BODIPY+ Iba1+ microglia in the thalamus and occasionally also in the cortex and corpus callosum in GRN−/− mice (Extended Data Figure 5).”
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Electron microscopy confirmed an accumulation of lysosomes in lipid droplet containing microglia.
“Furthermore, 3D reconstruction revealed that CD68 immunopositive vesicles often accumulate closely around lipid droplets (Fig. 4d), and electron microscopy confirmed an accumulation of lysosomes in lipid droplet containing microglia (Fig. 4e).”
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Regulated genes in the phagosome maturation pathway in LD-hi microglia included lysosomal genes (CD63, ATP6V1A, ATP6V1C1, ATP6V1G1, TUBA1), vesicular transport genes (RAB5B, RAB7), and CD22.
“Regulated genes in the phagosome maturation pathway included lysosomal genes (CD63, ATP6V1A, ATP6V1C1, ATP6V1G1, TUBA1), genes involved in vesicular transport (RAB5B, RAB7), and CD22, a negative regulator of phagocytosis in microglia20.”
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BV2 cells with sgRNAs targeting GRN, SLC33A1 and VPS35 had significantly more lipid droplets than BV2 cells with control sgRNAs.
“Indeed, BV2 cells with sgRNAs targeting GRN, SLC33A1 and VPS35 had significantly more lipid droplets than BV2 cells with control sgRNAs, and sgRNAs targeting SNX17 inhibited lipid droplet formation upon LPS treatment (Fig. 6f,g).”
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Upon LPS treatment, LD-hi microglia showed strongly exaggerated release of multiple cytokines, such as IL-10, CCL3, CCL4, IL-6, CCL5, TNF-α, IL-1β, IL-1α, CXCL1 and CXCL10, compared to LD-lo microglia.
“In addition, LD-hi microglia showed a strongly exaggerated release of multiple cytokines, such as IL-10, CCL3, CCL4, IL-6, CCL5, TNF-α, IL-1β, IL-1α, CXCL1 and CXCL10 upon LPS treatment compared to LD-lo microglia (Fig. 5i,j).”
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Microglial lipid droplets are immunoreactive for Perilipin 3 (Plin3).
“Microglial lipid droplets were also immunoreactive for the lipid droplet surface protein Perilipin 3 (Plin3) (Fig. 1f).”
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LD-hi GRN−/− microglia show elevated secretion of pro-inflammatory cytokines after LPS compared with LD-lo GRN−/− microglia.
“Compared with LD-lo GRN−/− microglia LD-hi microglia showed decreased uptake of pHrhodo Zymosan in an in situ slice culture phagocytosis assay (Fig. 7d,e), increased levels of CellROX fluorescence in the ROS assay, as well as elevated secretion of pro-inflammatory cytokines after stimulation with LPS, (Fig. 7f,g).”
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The percentage of Zymosan+ BODIPY+ microglia is ten-fold lower compared to Zymosan+ BODIPY- microglia (2.1% vs 24.3%) in acute organotypic brain slices from 12-month-old mice.
“Remarkably, the percentage of Zymosan+ BODIPY+ microglia was ten-fold lower compared to Zymosan+ BODIPY- microglia (2.1% vs 24.3%), indicating that LDAM have severe defects in phagocytosing Zymosan (Fig. 4j,k).”
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LD-hi GRN−/− microglia show increased levels of CellROX fluorescence compared with LD-lo GRN−/− microglia.
“Compared with LD-lo GRN−/− microglia LD-hi microglia showed decreased uptake of pHrhodo Zymosan in an in situ slice culture phagocytosis assay (Fig. 7d,e), increased levels of CellROX fluorescence in the ROS assay, as well as elevated secretion of pro-inflammatory cytokines after stimulation with LPS, (Fig. 7f,g).”
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LPS increases phagocytosis in BV2 cells.
“In line with previous reports28, LPS increased phagocytosis (Fig. 4f–i) yet, interestingly, Zymosan particles were mainly found in the BODIPY- cell population and to a significantly lesser extent in lipid droplet-rich BODIPY+ cells (Fig. 4f,g).”
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CD68 immunopositive vesicles often accumulate closely around lipid droplets in aged microglia.
“Furthermore, 3D reconstruction revealed that CD68 immunopositive vesicles often accumulate closely around lipid droplets (Fig. 4d), and electron microscopy confirmed an accumulation of lysosomes in lipid droplet containing microglia (Fig. 4e).”
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BODIPYhi microglia from LPS-treated young mice differ from BODIPYlo microglia by expressing 272 different genes linked to metabolism, lipid storage, and inflammation.
“Transcriptionally, these BODIPYhi (LD-hi) microglia differed from BODIPYlo (LD-lo) microglia by expressing 272 different genes (Fig. 3k) linked to metabolism, lipid storage, and inflammation (Fig. 3l) and they had a signature similar to LDAM in aging (Fig 3m).”
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LPS treatment induces elevated ROS generation in BV2 cells.
“LPS treatment induced elevated ROS generation in BV2 cells, and inhibition of lipid droplets with Triacsin C was sufficient to significantly reduce ROS levels (Fig. 5f,h).”
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BV2 cells with sgRNAs targeting GRN and SLC33A1 had significant deficits in Zymosan uptake compared to control cells.
“Next, we assessed phagocytosis by analyzing pHrodo red Zymosan uptake and found that cells with sgRNAs targeting GRN and SLC33A1 had significant deficits in Zymosan uptake compared to control cells.”
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In VPS35 sgRNA expressing BV2 cells, phagocytosis was specifically compromised upon LPS treatment but not under baseline conditions.
“In VPS35 sgRNA expressing cells, phagocytosis was specifically compromised upon LPS treatment but not under baseline conditions (Fig. 6i).”
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Aged plasma induces lipid droplet formation in BV2 cells.
“Indeed, aged plasma induced lipid droplet formation, and again, cells with high numbers of lipid droplets showed significantly less Zymosan uptake (Extended Data Fig. 4).”
- Also stated in: § Extended Data · plain
“Aged plasma induces lipid droplet formation in BV2 cells.”
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- Findingown data
Most genes linked to NO and ROS generation were upregulated in LD-hi microglia.
“Interestingly, most genes linked to NO and ROS generation (e.g. CAT, KL, PPP1CB, JAK, RAP1B) were upregulated in LD-hi microglia (Fig. 2c).”
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Systemic LPS treatment of young mice causes a significant twofold increase in lipid droplet-containing microglia (BODIPY+Iba1+) in the hippocampus compared with vehicle-treated control mice.
“Notably, we observed a significant, twofold increase in lipid droplet-containing microglia (BODIPY+Iba1+) in the hippocampus of LPS-treated compared with vehicle treated control mice (Fig. 3i,j).”
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Numbers of CARS+ lipid storing microglia are significantly higher in aged than in young mice (50.76% vs 18.93%).
“Consistent with our previous data, we found that the numbers of CARS+ lipid storing microglia are significantly higher in aged than in young mice (50.76% vs 18.93%) (Fig. 1h,i).”
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Fatty acid β-oxidation was one of the top enriched pathways in LD-hi microglia.
“In addition, LD-hi microglia were enriched in lipid related genes, including perilipin 3 (PLIN3) and the ATP citrate synthase ACLY, which is involved in lipogenesis (Supplementary Table 1), and fatty acid β-oxidation was one of the top enriched pathways (Extended Data Fig. 2).”
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Genes downregulated in LD-hi microglia overlapped partially with published gene sets of microglia in aging and neurodegeneration.
“Furthermore, genes downregulated in LD-hi microglia overlapped partially with published gene sets of microglia in aging and neurodegeneration. (Fig. 2g).”
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Annotated functional transcriptomics predicted LPS as the most significant upstream regulator of LD-hi microglia.
“Intriguingly, annotated functional transcriptomics predicted the pro-inflammatory endotoxin lipopolysaccharide (LPS) as the most significant upstream regulator, suggesting a link between innate inflammation and lipid droplets in microglia (Fig. 2f).”
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Top hits of the CRISPR screen included genes previously linked to neurodegeneration, including SLC33A1, SNX17, GRN and VPS35.
“Unexpectedly, the top hits included various genes that have been previously linked to neurodegeneration including SLC33A1, SNX17, GRN and VPS3532−35, hinting at a possible relationship between lipid storage in microglia and neurodegeneration.”
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LD-hi GRN−/− microglia show decreased uptake of pHrhodo Zymosan compared with LD-lo GRN−/− microglia in an in situ slice culture phagocytosis assay.
“Compared with LD-lo GRN−/− microglia LD-hi microglia showed decreased uptake of pHrhodo Zymosan in an in situ slice culture phagocytosis assay (Fig. 7d,e), increased levels of CellROX fluorescence in the ROS assay, as well as elevated secretion of pro-inflammatory cytokines after stimulation with LPS, (Fig. 7f,g).”
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Pooled CRISPR-Cas9 screens identified 112 genes as significant positive or negative regulators of lipid droplet formation (P<0.05; FDR<50%).
“We found 112 genes that were significant positive or negative regulators of lipid droplet formation (P<0.05; FDR<50%; Fig. 6e).”
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Downregulated genes of LD-hi microglia matched primarily with genes that were upregulated in microglia in aging and in DAM.
“However, the downregulated genes of LD-hi microglia matched primarily with genes that were upregulated in microglia in aging and in DAM (e.g. AXL, CD74, CLEC7A, CYBB) (Extended Data Fig. 2).”
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Lipid droplets are significantly larger in aged microglia.
“The percentage of BODIPY+ TMEM119+ microglia in the hippocampus was more than 4-fold higher in aged (51.95%) compared with young (12.08%) microglia, and lipid droplets were significantly larger in aged microglia (Fig. 1b–e).”
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Lipid droplets are particularly abundant in the aged hippocampus.
“Histological staining of TMEM119+ microglia with BODIPY, a dye that specifically labels neutral lipids and is commonly used to detect lipid droplets17 showed lipid droplets were particularly abundant in the aged hippocampus (Extended Data Fig. 1), and we focused subsequent analyses on this region.”
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LDAM phagocytose significantly fewer A555+ myelin particles compared to microglia without lipid droplets in aged mouse hippocampus.
“We labelled the myelin debris with a constitutively fluorescent dye (A555) and found that LDAM phagocytosed significantly fewer A555+ myelin particles compared to microglia without lipid droplets (Fig. 4m,n).”
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Zymosan particles were mainly found in the BODIPY- cell population and to a significantly lesser extent in lipid droplet-rich BODIPY+ cells.
“In line with previous reports28, LPS increased phagocytosis (Fig. 4f–i) yet, interestingly, Zymosan particles were mainly found in the BODIPY- cell population and to a significantly lesser extent in lipid droplet-rich BODIPY+ cells (Fig. 4f,g).”
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BV2 cells with high numbers of lipid droplets show significantly less Zymosan uptake after aged plasma treatment.
“Indeed, aged plasma induced lipid droplet formation, and again, cells with high numbers of lipid droplets showed significantly less Zymosan uptake (Extended Data Fig. 4).”
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The percentage of BODIPY+ TMEM119+ microglia in the hippocampus is more than 4-fold higher in aged (51.95%) than in young (12.08%) microglia.
“The percentage of BODIPY+ TMEM119+ microglia in the hippocampus was more than 4-fold higher in aged (51.95%) compared with young (12.08%) microglia, and lipid droplets were significantly larger in aged microglia (Fig. 1b–e).”
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Based on differences in gene expression and significance of these changes, LD-hi GRN−/− microglia are highly similar to LDAM.
“Based on both differences in gene expression (Fig. 7j) and significance of these changes (Fig.7k) LD-hi GRN−/− microglia are highly similar to LDAM.”
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Triacsin C abolishes the LPS-induced increase in BODIPY+ cell number and fluorescence in BV2 cells.
“Indeed, treatment with Triacsin C abolished the LPS-induced increase in BODIPY+ cell number and fluorescence (Fig. 3a–d).”
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BODIPYhi microglia from LPS-treated young mice have a transcriptional signature similar to LDAM in aging.
“Transcriptionally, these BODIPYhi (LD-hi) microglia differed from BODIPYlo (LD-lo) microglia by expressing 272 different genes (Fig. 3k) linked to metabolism, lipid storage, and inflammation (Fig. 3l) and they had a signature similar to LDAM in aging (Fig 3m).”
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LD-hi microglia were enriched in lipid related genes, including PLIN3 and ACLY.
“In addition, LD-hi microglia were enriched in lipid related genes, including perilipin 3 (PLIN3) and the ATP citrate synthase ACLY, which is involved in lipogenesis (Supplementary Table 1), and fatty acid β-oxidation was one of the top enriched pathways (Extended Data Fig. 2).”
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There is a moderate overlap between genes differentially expressed in LD-hi microglia and Cluster 3 microglia from Hammond et al. (2019).
“We found a moderate overlap between genes differentially expressed in LD-hi microglia and the Cluster 3 microglia from Hammond and colleagues (2019)24, a microglia subset mainly detected in E14.5 brains with a transcriptional signature linked to inflammation and metabolic pathways (Extended Data Fig. 2c–i).”
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LPS treatment of BV2 cells causes a 5-fold increase in the number of BODIPY+ cells and BODIPY mean fluorescence compared with control cells.
“To determine whether inflammation triggers lipid droplet formation in microglia, we treated the mouse microglia-derived cell line BV2 with LPS and found a 5-fold increase in the number of BODIPY+ cells and BODIPY mean fluorescence compared with control cells (Fig. 3a–d).”
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Aged hippocampal microglia show higher CellROX fluorescence than young microglia.
“Consistent with these transcriptional changes, aged hippocampal microglia showed higher fluorescence after treatment with CellROX, a dye that is non-fluorescent in a reduced state but exhibits bright fluorescence upon oxidation by ROS, than young microglia (Fig. 5b,c).”
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Under baseline conditions (saline treatment), LD-hi microglia released increased levels of multiple cytokines, including CCL3, CXCL10, and IL-6, compared to LD-lo microglia.
“We found that under baseline conditions (saline treatment), LD-hi microglia released increased levels of multiple cytokines, including CCL3, CXCL10, and IL-6, compared to LD-lo microglia.”
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Inhibition of lipid droplets with Triacsin C significantly reduces ROS levels in LPS-treated BV2 cells.
“LPS treatment induced elevated ROS generation in BV2 cells, and inhibition of lipid droplets with Triacsin C was sufficient to significantly reduce ROS levels (Fig. 5f,h).”
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sgRNAs targeting SNX17 inhibited lipid droplet formation upon LPS treatment in BV2 cells.
“Indeed, BV2 cells with sgRNAs targeting GRN, SLC33A1 and VPS35 had significantly more lipid droplets than BV2 cells with control sgRNAs, and sgRNAs targeting SNX17 inhibited lipid droplet formation upon LPS treatment (Fig. 6f,g).”
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Transcription of APOE and other lipid transporters was either down- or not significantly regulated in LDAM.
“Given that transcription of APOE and other lipid transporters was either down- or not significantly regulated in LDAM (Supplementary Table 1), it is unlikely that this mechanism leads to lipid droplet formation in aged microglia.”
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Pharmacological inhibition of lipid droplet formation with Triacsin C prevented ROS generation in BV2 cells.
“Interestingly, our in vitro results demonstrated that pharmacological inhibition of lipid droplet formation with Triacsin C prevented ROS generation in BV2 cells, supporting the idea that triglycerides and lipid droplets have a causal role in the LPS-induced generation of ROS.”
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We further validate the accumulation of LDAM in GRN−/− mice, a model for frontotemporal dementia.
“We identify SLC33A1, SNX17, VPS35, CLN3, NPC2, and GRN, six genes with variants causing autosomal dominant forms of neurodegeneration, as genetic regulators of microglial lipid droplet formation, and we further validate the accumulation of LDAM in GRN−/− mice, a model for frontotemporal dementia.”
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TREM2 and APOE are not regulated in LDAM.
“Furthermore, TREM2 and APOE, two key genes involved in the progression of neurodegeneration that are upregulated in DAM and MGnD, are not regulated in LDAM.”
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In GRN−/− mice, lipid droplet containing microglia were not restricted to the hippocampus but also frequently found in the thalamus.
“Here, lipid droplet containing microglia were not restricted to the hippocampus but also frequently found in the thalamus.”
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The LDAM transcriptional signature showed almost no overlap with these signatures.
“The LDAM transcriptional signature showed almost no overlap with these signatures and, surprisingly, typical aging genes21 such as AXL, CLEC7A and CYBB, are regulated in a reciprocal direction in LDAM.”
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RNA-Seq analysis revealed that ADRB1 and ADRB2 are significantly downregulated in LDAM.
“Notably, RNA-Seq analysis revealed that ADRB1 and ADRB2, two key enzymes in the process of lipid degradation, are significantly downregulated in LDAM.”
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The lipid composition of lipid droplets from young microglia and from old microglia was almost identical.
“Moreover, the lipid composition of lipid droplets from young microglia and from old microglia was almost identical (Extended Data Fig. 2).”
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LDAM showed only low overlap with the transcriptome of lipid-associated macrophages from mouse and human adipose tissue.
“Likewise, LDAM showed only low overlap with the transcriptome of recently identified “lipid-associated macrophages” from mouse and human adipose tissue, a cell population that controls metabolic homeostasis in a TREM2 dependent manner and is transcriptionally similar to DAM48.”
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Pharmacological inhibition of lipid droplet formation significantly increased phagocytosis in BV2 cells.
“Our in vitro findings showed that pharmacological inhibition of lipid droplet formation could significantly increase phagocytosis in BV2 cells, suggesting a detrimental role of lipid droplets for phagocytosis.”
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LDAM show a significantly higher NAD+/NADH ratio compared to microglia without lipid droplets.
“Moreover, LDAM show a significantly higher NAD+/NADH ratio compared to microglia without lipid droplets, implying metabolic alterations in these cells (Extended Data Fig. 7).”
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We identify SLC33A1, SNX17, VPS35, CLN3, NPC2, and GRN, six genes with variants causing autosomal dominant forms of neurodegeneration, as genetic regulators of microglial lipid droplet formation.
“We identify SLC33A1, SNX17, VPS35, CLN3, NPC2, and GRN, six genes with variants causing autosomal dominant forms of neurodegeneration, as genetic regulators of microglial lipid droplet formation, and we further validate the accumulation of LDAM in GRN−/− mice, a model for frontotemporal dementia.”
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Lipid droplet containing microglia were found in GRN−/− mice.
“Furthermore, we found lipid droplet containing microglia in GRN−/− mice, a model for frontotemporal dementia that is characterized by severe chronic neuroinflammation.”
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Typical aging genes such as AXL, CLEC7A and CYBB are regulated in a reciprocal direction in LDAM.
“The LDAM transcriptional signature showed almost no overlap with these signatures and, surprisingly, typical aging genes21 such as AXL, CLEC7A and CYBB, are regulated in a reciprocal direction in LDAM.”
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LDAM showed severe phagocytosis deficits compared to microglia without lipid droplets in the aging brain.
“LDAM showed severe phagocytosis deficits compared to microglia without lipid droplets in the aging brain.”
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RNA-Seq analysis of lipid droplet-rich microglia in LPS-treated young mice and in GRN−/− mice revealed significant enrichment of pathways related to metabolism, including TCA cycle and fatty acid beta oxidation.
“Similarly, RNA-Seq analysis of lipid droplet-rich microglia in LPS-treated young mice and in GRN−/− mice revealed significant enrichment of pathways related to metabolism, including TCA cycle and fatty acid beta oxidation.”
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Significant pathways for genes shared between lipid droplet-rich microglia included endosome lumen, ROS production, and lysosome.
“Interestingly, significant pathways included endosome lumen, ROS production, and lysosome, pathways linked to the dysfunctional phenotype observed in LDAM and in LD-hi GRN−/− microglia (Fig. 7n,o).”
Quote in the paperSubstantial claim - Findingown data
Knockout of GRN resulted in severe accumulation of lipid droplets in microglia in vivo.
“Excitingly, knockout of GRN, which causes frontotemporal dementia in people with loss of function mutations in this gene34, resulted in severe accumulation of lipid droplets in microglia in vivo.”
Quote in the paperSubstantial claim - Findingown data
Expression of ACLY is significantly higher in LDAM than in microglia without lipid droplets.
“For example, expression of ACLY, a key enzyme in the shift from the TCA cycle to lipid formation that has been shown to cause lipid droplet accumulation42, is significantly higher in LDAM than in microglia without lipid droplets.”
Quote in the paperNot a substantial claim - Findingown data
We did not find ultrastructural evidence for cholesterol crystals in LDAM.
“We did not find ultrastructural evidence for cholesterol crystals, and lipidomics analysis revealed that these lipid droplets contained mainly glycerolipids and only low amounts of cholesteryl ester.”
Quote in the paperSubstantial claim - Findingown data
Increased ROS generation is a main characteristic of LDAM.
“Increased ROS generation is a main characteristic of LDAM and is also observed in peripheral lipid droplet containing immune cells.”
Quote in the paperSubstantial claim - Findingown data
Genes associated with the fatty acid beta oxidation pathway are significantly upregulated in LDAM.
“Interestingly, genes associated with the fatty acid beta oxidation pathway are significantly upregulated in LDAM.”
Quote in the paperNot a substantial claim - Findingown data
LDAM have a unique transcriptional signature that minimally overlaps with published gene expression profiles of microglia in aging and neurodegeneration.
“LDAM have a unique transcriptional signature that minimally overlaps with published gene expression profiles of microglia in aging and neurodegeneration.”
Quote in the paperSubstantial claim - Findingown data
LDAM show signs of metabolic alterations.
“LDAM show signs of metabolic alterations.”
Quote in the paperSubstantial claim - Interpretationown data
Elevated ROS levels in aged microglia might be specifically driven by increased ROS generation of LDAM.
“Moreover, the CellROX signal was twofold increased in LD-hi compared to LD-lo microglia (Fig. 5d–e), suggesting that the elevated ROS levels in aged microglia might be specifically driven by the increased ROS generation of LDAM”
Quote in the paperSubstantial claim - Interpretationreasoning
Impaired lysis of lipid droplets in LDAM and subsequent lack of free fatty acids might be an underlying reason for impaired phagocytosis in these cells.
“This suggests impaired lysis of lipid droplets in LDAM, and subsequent lack of free fatty acids might be an underlying reason for impaired phagocytosis in these cells.”
Quote in the paperSubstantial claim - Interpretationown data
Triglycerides and lipid droplets have a causal role in the LPS-induced generation of ROS.
“Interestingly, our in vitro results demonstrated that pharmacological inhibition of lipid droplet formation with Triacsin C prevented ROS generation in BV2 cells, supporting the idea that triglycerides and lipid droplets have a causal role in the LPS-induced generation of ROS.”
Quote in the paperSubstantial claim - Interpretationown data
Lipid droplets have a detrimental role for phagocytosis.
“Our in vitro findings showed that pharmacological inhibition of lipid droplet formation could significantly increase phagocytosis in BV2 cells, suggesting a detrimental role of lipid droplets for phagocytosis.”
Quote in the paperSubstantial claim - Interpretationown data
Demyelination does not contribute to lipid droplet formation in LDAM.
“Thus, we suggest that demyelination does not contribute to lipid droplet formation in LDAM.”
Quote in the paperSubstantial claim- Rests on an assumption: Demyelination is a characteristic of brain aging.
- Interpretationown data
The effects of sgRNAs targeting GRN and SLC33A1 recapitulate the functional impairments of LDAM.
“In addition, sgRNAs targeting GRN and SLC33A1 induced significant defects in phagocytosis and increased ROS production in BV2 cells, hence recapitulating the functional impairments of LDAM.”
Quote in the paperSubstantial claim - Interpretationreasoning
Inflammation plays a key role in the buildup of lipid droplets in microglia.
“Thus we suggest that inflammation plays a key role in the buildup of lipid droplets in microglia, and it is tempting to speculate that age-related neuroinflammation provokes the formation of LDAM.”
Quote in the paperSubstantial claim - Interpretationreasoning
These findings suggest increased lipid synthesis in LDAM.
“These findings suggest increased lipid synthesis in LDAM, yet it remains to be shown to which extent metabolic changes are involved in microglial lipid droplet formation in aging.”
Quote in the paperNot a substantial claim - Interpretationown data
It is unlikely that APOE-dependent transfer of lipids from neurons to glia leads to lipid droplet formation in aged microglia.
“Given that transcription of APOE and other lipid transporters was either down- or not significantly regulated in LDAM (Supplementary Table 1), it is unlikely that this mechanism leads to lipid droplet formation in aged microglia.”
Quote in the paperNot a substantial claim - Interpretationown data
We propose that LDAM contribute to age-related and genetic forms of neurodegeneration.
“We thus propose that LDAM contribute to age-related and genetic forms of neurodegeneration.”
Quote in the paperSubstantial claim - Interpretationreasoning
These findings further suggest that LDAM might contribute to neurodegenerative diseases.
“Together, these findings indicate that LDAM represent a dysfunctional and pro-inflammatory microglia state in the aging brain, and further suggest that LDAM might contribute to neurodegenerative diseases.”
Quote in the paperSubstantial claim
- May combine two claims. 51
- Classified as probably not a substantial claim. 42
- The quote only partly states this claim. 1
May combine two claims.
PremisecitationIn the aging brain, microglia lose their homeostatic molecular signature and show functional impairments such as increased pro-inflammatory cytokines, elevated ROS, and lysosomal deposits.
“In the aging brain and in neurodegeneration, microglia lose their homeostatic molecular signature and show profound functional impairments, such as increased production of pro-inflammatory cytokines, elevated generation of reactive oxygen species (ROS) and build-up of dysfunctional lysosomal deposits indicative of impaired phagocytosis2.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [2] Mosher, K. I. & Wyss-Coray, T. Microglial dysfunction in brain aging and Alzheimer’s disease. Biochem. Pharmacol. 88, 594–604 (2014). source
Section 4.4 reports generally increased pro-inflammatory cytokine release from aged microglia, altered marker expression, and increased oxidative stress with aging. Section 4.5 reports lysosomal inclusions in aged microglia, but says impaired degradation is a possible interpretation and that age-related effects on phagocytosis remain poorly defined. The source therefore supports the broad pattern, but not a definitive loss of a homeostatic molecular signature or the claim that the deposits establish impaired phagocytosis. (LLM, conf=0.87)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationAged microglia show increased production of inflammatory cytokines such as TNF-α, IL-1β and IL-6 under baseline conditions and excessive cytokine release upon immune challenge.
“Another characteristic of aged microglia is the increased production of inflammatory cytokines such as TNF-α, IL-1β and IL-6 under baseline conditions and excessive cytokine release upon immune challenge2.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [2] Mosher, K. I. & Wyss-Coray, T. Microglial dysfunction in brain aging and Alzheimer’s disease. Biochem. Pharmacol. 88, 594–604 (2014). source
Section 4.4 (page unavailable) says proinflammatory cytokine production and release by aged microglia are generally increased, and identifies TNF-α, IL-1β and IL-6 as markers often elevated in aged mice. But it says secretion depends on the stimulant and notes studies finding no age-related activation differences without pathological insults; it does not establish increased production of all three under baseline conditions or consistently excessive release upon immune challenge. The Conclusion (page unavailable) presents over-reactivity to additional stimuli as a possibility. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationImpaired phagocytosis is considered a hallmark of microglia aging.
“Impaired phagocytosis is considered a hallmark of microglia aging2.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [2] Mosher, K. I. & Wyss-Coray, T. Microglial dysfunction in brain aging and Alzheimer’s disease. Biochem. Pharmacol. 88, 594–604 (2014). source
May combine two claims.
Study design and conductcitationThe optimized microglia isolation strategy uses mechanical tissue homogenization instead of enzymatic digestion, which keeps microglia largely in a non-activated state and prevents unwanted bias towards an activated pro-inflammatory signature.
“Of note, we used an optimized microglia isolation strategy that uses mechanical tissue homogenization instead of enzymatic digestion, which keeps microglia largely in a non-activated state and therefore prevents unwanted bias towards an activated pro-inflammatory signature19.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [19] Yu, Y., Ramachandran, P. V. & Wang, M. C. Shedding new light on lipid functions with CARS and SRS microscopy. Biochim. Biophys. Acta 1841, 1120–1129 (2014). source
Split into 2 atoms — 0 confirmed, 0 partially supported, 0 disputed, 0 misattributed, 2 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationLipid droplets were induced in LPS-treated mouse hippocampal slice cultures and in the N9 microglia cell line.
“Lipid droplets were also induced in LPS-treated mouse hippocampal slice cultures and in the N9 microglia cell line15,16.”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [15] Shimabukuro, M. K. et al. Lipid-laden cells differentially distributed in the aging brain are functionally active and correspond to distinct phenotypes. Sci. Rep. 6, 23795 (2016). source
The Results section describes lipid-laden cells in brain tissue from aging mice, and the Methods describe staining brain sections. Searches for LPS-treated hippocampal slice cultures and the N9 microglia cell line found no passage addressing either experiment in our copy. (LLM, conf=0.74)
Experimental — accuracy not yet measured - cites [16] Chang, P. K., Khatchadourian, A., McKinney, R. A. & Maysinger, D. Docosahexaenoic acid (DHA): a modulator of microglia activity and dendritic spine morphology. J. Neuroinflammation 12, 34 (2015). source
Classified as probably not a substantial claim. May combine two claims.
PremisecitationGRN mutations are linked to the development of frontotemporal dementia, and GRN−/− mice are used as a model for FTD and are characterized by microglial changes, neuroinflammation, and cognitive deficits.
“GRN mutations are linked to the development of frontotemporal dementia (FTD)34, and GRN−/− mice are used as a model for FTD and are characterized by microglial changes, neuroinflammation, and cognitive deficits36.”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [34] Liu, P. et al. S113R mutation in SLC33A1 leads to neurodegeneration and augmented BMP signaling in a mouse model. Dis. Model. Mech. 10, 53–62 (2017). source
Citation 36 is attached to the claim about GRN−/− mice. The Results and Discussion passages concern Slc33a1-mutant mice and hereditary spastic paraplegia; searches for GRN, progranulin, FTD, microglial changes, neuroinflammation, and cognitive deficits found no passage addressing the GRN−/− model. The separate claim that GRN mutations are linked to FTD is attached to citation 34, not this source. (LLM, conf=0.76)
Experimental — accuracy not yet measured - cites [36] Tsika, E. et al. Parkinson’s disease-linked mutations in VPS35 induce dopaminergic neurodegeneration. Hum. Mol. Genet. 23, 4621–4638 (2014). source
Citation 36 is attached to the claim about GRN−/− mice. The Discussion describes a rat model of VPS35-associated Parkinson’s disease, not a GRN−/− mouse model of FTD. Searches for GRN, FTD, microglial changes, neuroinflammation, and cognitive deficits found no passage addressing that claim. (LLM, conf=0.78)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationOil-red-O positive lipid-laden cells, including neurons, astrocytes, ependymal cells and Iba1+ cells, have been reported in mice and shown to increase with age.
“Oil-red-O positive “lipid-laden” cells, including neurons, astrocytes, ependymal cells and Iba1+ cells have recently been reported in mice and shown to increase with age 14.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [14] Liu, L. et al. Glial lipid droplets and ROS induced by mitochondrial defects promote neurodegeneration. Cell 160, 177–190 (2015). source
The Results section on Ndufs4−/− mice reports lipid droplets in mouse brain cells bearing astrocyte and microglia markers. It does not report Oil-red-O staining or lipid-laden ependymal cells or neurons. Nor does it show a general increase with age: droplets progressively disappeared in the vestibular nucleus as the mutant mice aged, although they persisted in the olfactory bulb (page unavailable in our copy). (LLM, conf=0.88)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationLipid droplets have not been studied functionally in brain myeloid cells in humans or vertebrates, and less than a handful of papers report the histological presence of lipid droplets in human brains.
“Surprisingly, lipid droplets have not been studied functionally in brain myeloid cells in humans or vertebrates, and less than a handful of papers report the histological presence of lipid droplets in human brains11,12.”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [11] Childs, B. G. et al. Senescent intimal foam cells are deleterious at all stages of atherosclerosis. Science 354, 472–477 (2016). source
The passages on atherosclerotic plaques (section labeled Abstract; page unavailable) describe lipid-loaded macrophage-like cells in mouse arteries, not brain myeloid cells. Searches for brain microglia, lipid droplets, and human-brain histology found no passage addressing whether functional studies exist or how many papers report their histological presence. (LLM, conf=0.76)
Experimental — accuracy not yet measured - cites [12] Castejon, O. J., Castellano, A., Arismendi, G. J. & Medina, Z. The inflammatory reaction in human traumatic oedematous cerebral cortex. J. Submicrosc. Cytol. Pathol. 37, 43–52 (2005).
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIn GRN−/− mice, neuroinflammation is most pronounced in the thalamus.
“This is of particular interest because it has been shown that in GRN−/− mice, neuroinflammation is most pronounced in the thalamus40.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [40] Rambold, A. S., Cohen, S. & Lippincott-Schwartz, J. Fatty acid trafficking in starved cells: regulation by lipid droplet lipolysis, autophagy, and mitochondrial fusion dynamics. Dev. Cell 32, 678–692 (2015). source
The Results passages concern fatty-acid trafficking in starved cells and mitochondrial-fusion-deficient cells, not neuroinflammation in GRN−/− mice. Searches for GRN−/− mice, thalamus, and progranulin-related neuroinflammation found no passage addressing the claim; page numbers were unavailable. (LLM, conf=0.78)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationGRN causes frontotemporal dementia in people with loss of function mutations.
“Excitingly, knockout of GRN, which causes frontotemporal dementia in people with loss of function mutations in this gene34, resulted in severe accumulation of lipid droplets in microglia in vivo.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [34] Liu, P. et al. S113R mutation in SLC33A1 leads to neurodegeneration and augmented BMP signaling in a mouse model. Dis. Model. Mech. 10, 53–62 (2017). source
The Results and Discussion passages concern SLC33A1 mutations, hereditary spastic paraplegia, and BMP signaling, not GRN. Searches for GRN, progranulin, frontotemporal dementia, and loss-of-function mutations found no passage in our copy addressing the attributed claim. (LLM, conf=0.76)
Experimental — accuracy not yet measured
Classified as probably not a substantial claim.
PremisecitationLysosomes become dysfunctional in aged microglia.
“Lastly, there is emerging evidence that lysosomes become dysfunctional in aged microglia2.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [2] Mosher, K. I. & Wyss-Coray, T. Microglial dysfunction in brain aging and Alzheimer’s disease. Biochem. Pharmacol. 88, 594–604 (2014). source
Section 4.5 (Phagocytosis; page unavailable) reports lysosomal inclusions in aged rodent microglia and says these may indicate impaired degradation of ingested material. That is emerging evidence consistent with the claim, but the paper does not establish that the lysosomes themselves become dysfunctional. (LLM, conf=0.82)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMetabolic changes towards increased fatty acid production cause lipid droplet formation in immune cells and cancer cells.
“Besides inflammation, metabolic changes towards increased fatty acid production have been reported to cause lipid droplet formation in immune cells9 and also in cancer cells41.”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [9] Bozza, P. T. & Viola, J. P. Lipid droplets in inflammation and cancer. Prostaglandins Leukot. Essent Fatty Acids 82, 243–250 (2010). source
- cites [41] Ghoshal, N., Dearborn, J. T., Wozniak, D. F. & Cairns, N. J. Core features of frontotemporal dementia recapitulated in progranulin knockout mice. Neurobiol. Dis. 45, 395–408 (2012). source
The Results section on microglial activation reports increased microglia/macrophages in progranulin-knockout mice, and the ubiquitin-immunoreactivity section mentions a few foamy macrophages. Neither passage addresses increased fatty acid production or lipid droplet formation in immune cells. Searches for those terms found no supporting passage; the cancer-cell portion is attached to a different citation. (LLM, conf=0.75)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationLipid droplets in microglia have been detected in LPS-treated cells of the microglia-like cell line N9.
“For example, lipid droplets in microglia have been detected in adult mice after induction of ROS by rotenone13, in hippocampal slice culture from P6–8 mice upon treatment with LPS, and in LPS-treated cells of the microglia-like cell line N916.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [16] Chang, P. K., Khatchadourian, A., McKinney, R. A. & Maysinger, D. Docosahexaenoic acid (DHA): a modulator of microglia activity and dendritic spine morphology. J. Neuroinflammation 12, 34 (2015). source
May combine two claims.
PremisecitationACLY is a key enzyme in the shift from the TCA cycle to lipid formation and has been shown to cause lipid droplet accumulation.
“For example, expression of ACLY, a key enzyme in the shift from the TCA cycle to lipid formation that has been shown to cause lipid droplet accumulation42, is significantly higher in LDAM than in microglia without lipid droplets.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [42] Currie, E., Schulze, A., Zechner, R., Walther, T. C. & Farese, R. V. Jr. Cellular fatty acid metabolism and cancer. Cell Metab. 18, 153–161 (2013). source
The ACLY subsection of “Blocking Fatty Acid Synthesis” says ACLY links glucose metabolism to fatty-acid synthesis and that knocking it down reduces conversion of glucose to lipid. The “Diverting Fatty Acids to Storage” subsection discusses lipid droplets, but does not say ACLY causes their accumulation. Page numbers are unavailable in our copy. (LLM, conf=0.87)
Experimental — accuracy not yet measured
Classified as probably not a substantial claim.
PremisecitationSeveral subsets of microglia with unique molecular and functional phenotypes exist in the healthy, aged, and degenerating brain.
“Recently, it has been shown that several subsets of microglia with unique molecular and functional phenotypes exist in the healthy, aged, and degenerating brain3–5.”
Quote in the paperSubstantial claim3 of 3 sources checked- cites [3] Keren-Shaul, H. et al. A unique microglia type associated with restricting development of Alzheimer’s disease. Cell 169, 1276–1290.e17 (2017). source
The Results identify distinct microglial states in an Alzheimer’s mouse model, with altered gene expression and phagocytic characteristics; they also compare these cells with wild-type controls. The paper does not establish several distinct subsets across healthy, normally aged, and degenerating brains: its disease-associated states were observed in the AD model, not the wild-type controls. No page numbers are available in our copy. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [4] Krasemann, S. et al. The TREM2-APOE pathway drives the transcriptional phenotype of dysfunctional microglia in neurodegenerative diseases. Immunity 47, 566–581.e9 (2017). source
- cites [5] Li, Q. et al. Developmental heterogeneity of microglia and brain myeloid cells revealed by deep single-cell RNA sequencing. Neuron 101, 207–223.e10 (2019). source
The Results describe distinct microglial populations in the healthy developing mouse brain, and the Discussion compares one of them with disease-associated microglia. But the paper does not establish several distinct subsets in aged brains; its Discussion instead reports little transcriptomic variation among classical adult microglia. The claim extends the paper’s findings beyond the populations it studied. (LLM, conf=0.85)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationLipid droplets can form due to various environmental and cellular conditions, including elevated concentrations of extracellular lipids, inflammatory events, increased ROS levels and intracellular metabolic changes.
“Lipid droplets can form due to various environmental and cellular conditions, including elevated concentrations of extracellular lipids, inflammatory events, increased ROS levels and intracellular metabolic changes38,39.”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [38] Vieira-de-Abreu, A. et al. Cross-talk between macrophage migration inhibitory factor and eotaxin in allergic eosinophil activation forms leukotriene C(4)-synthesizing lipid bodies. Am. J. Respir. Cell Mol. Biol. 44, 509–516 (2011). source
The copy’s Abstract reports lipid-droplet formation during allergic pulmonary inflammation and after inflammatory MIF stimulation of eosinophils. It does not address elevated extracellular lipids, increased ROS, or intracellular metabolic changes as causes; searches for those terms returned no supporting passage. No page number is available in the indexed copy. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [39] Hu, X., Xu, B. & Ge, W. The role of lipid bodies in the microglial aging process and related diseases. Neurochem. Res. 42, 3140–3148 (2017). source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationLipid droplet containing immune cells in the periphery are detrimental, including foamy macrophages in atherosclerosis or lipid droplet-rich eosinophils in experimental models of allergy.
“This is in line with findings which have shown that lipid droplet containing immune cells in the periphery are detrimental, including foamy macrophages in atherosclerosis10 or lipid droplet-rich eosinophils in experimental models of allergy37.”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [10] den Brok, M. H., Raaijmakers, T. K., Collado-Camps, E. & Adema, G. J. Lipid droplets as immune modulators in myeloid cells. Trends Immunol. 39, 380–392 (2018). source
- cites [37] Yin, F. et al. Behavioral deficits and progressive neuropathology in progranulin-deficient mice: a mouse model of frontotemporal dementia. FASEB J. 24, 4639–4647 (2010). source
The citation is attached to the example of lipid droplet-rich eosinophils in experimental allergy models. Our copy’s Discussion addresses inflammation and immune responses in progranulin-deficient mice, but searches for eosinophils, lipid droplets, and allergy found no passage addressing that example. Page numbers were not available in the indexed copy. (LLM, conf=0.76)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationLipid-associated macrophages control metabolic homeostasis in a TREM2 dependent manner and are transcriptionally similar to DAM.
“Likewise, LDAM showed only low overlap with the transcriptome of recently identified “lipid-associated macrophages” from mouse and human adipose tissue, a cell population that controls metabolic homeostasis in a TREM2 dependent manner and is transcriptionally similar to DAM48.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [48] Chandak, P. G. et al. Efficient phagocytosis requires triacylglycerol hydrolysis by adipose triglyceride lipase. J. Biol. Chem. 285, 20192–20201 (2010). source
The Results discuss ATGL expression in macrophages and foam cells, while the Introduction and Discussion focus on lipid storage and phagocytosis (page numbers unavailable). Searches for TREM2-dependent metabolic homeostasis and transcriptional similarity to DAM found no passage addressing either claim. (LLM, conf=0.75)
Experimental — accuracy not yet measured
May combine two claims.
Findingown dataAlmost 2,000 genes were differentially expressed between LD-hi and LD-lo GRN−/− microglia and linked to metabolic processes and cellular response to stress, pathways also enriched in LDAM.
“Almost 2,000 genes were differentially expressed between LD-hi and LD-lo microglia (Fig. 7h) and linked to metabolic processes and cellular response to stress (Fig. 7i), pathways that are also enriched in LDAM (Fig, 2e, Extended Data Fig. 2b).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataPhagosome maturation and Production of NO and ROS are the most significant pathways associated with LD-hi microglia.
“Pathway Analysis of differentially expressed genes revealed Phagosome maturation and Production of NO and ROS, two key functions of microglia that become dysregulated with age, as the most significant pathways associated with LD-hi microglia (Fig. 2e).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataLipid droplets from whole hippocampus and from aged microglia show nearly identical lipid distribution and are mainly composed of glycerolipids (hippocampus 41.3%; microglia 44.4%), with cholesteryl esters almost absent (hippocampus 1.1%; microglia 0.7%).
“Lipidomics analysis revealed that lipid droplets from the whole hippocampus and from aged microglia show a nearly identical lipid distribution and are mainly composed of glycerolipids (hippocampus: 41.3%; microglia: 44.4%), while cholesteryl esters were almost absent (hippocampus: 1.1%; microglia: 0.7%) (Fig. 1k).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataBV2 cells with sgRNAs targeting GRN and SLC33A1 had significantly increased ROS generation under baseline conditions, and SLC33A1 sgRNA expressing cells had increased ROS upon LPS treatment.
“We used flow cytometry to measure ROS levels and found significantly increased ROS generation in BV2 cells with sgRNAs targeting GRN and SLC33A1 cells under baseline conditions and in SLC33A1 sgRNA expressing cells upon LPS treatment (Fig. 6h).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataProduction of NO and ROS was the second most significantly regulated pathway in LDAM with over 90% of the differentially expressed genes increased.
“Production of NO and ROS was the second most significantly regulated pathway in LDAM (Fig. 2e) with over 90% of the differentially expressed genes increased (Fig. 5a).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAged mouse microglia contain characteristic lipid droplets, frequently adjacent to dense lysosomal material, whereas young microglia rarely do.
“Interestingly, we observed characteristic lipid droplets in aged but rarely in young microglia and they were frequently adjacent to dense lysosomal material (Fig. 1a).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataUnsupervised cluster analysis segregated LD-lo from LD-hi microglia and revealed 692 significantly differentially expressed genes.
“Unsupervised cluster analysis segregated LD-lo from LD-hi microglia and revealed prominent differences between their transcriptome with 692 significantly differentially expressed genes (Fig. 2c,d).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMicroglia in the hippocampus of GRN−/− mice contain high numbers of lipid droplets, resulting in a twofold higher percentage of BODIPY+ microglia and twice as many lipid droplets per cell compared with wild type littermates.
“We found that microglia in the hippocampus of GRN−/− mice contained high numbers of lipid droplets, resulting in a twofold higher percentage of BODIPY+ microglia and twice as many lipid droplets per cell in GRN−/− mice compared with wild type littermates (Fig. 7a–c).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataLipid droplets from BV2 cells and aged microglia show similar chain length distribution of TAG-associated fatty acids with peaks at 38:2 and 44:5, while liver lipid droplets have a shift towards longer TAG chain fatty acids with a peak at 52:2 carbon atoms.
“In addition, lipid droplets from BV2 cells and from aged microglia showed a similar chain length distribution of TAG-associated fatty acids with peaks at 38:2 and 44:5, while liver lipid droplets had a shift towards longer TAG chain fatty acids with a peak at 52:2 carbon atoms, which is in agreement with previous reports26 (Fig. 3g,h).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataPhagosome maturation was the top regulated pathway associated with the transcriptome of LDAM, characterized by upregulation of endosomal and lysosomal genes and increased CD68 immunoreactivity in BODIPY+ microglia in the hippocampus of aged mice.
“Interestingly, phagosome maturation was the top regulated pathway associated with the transcriptome of LDAM (Fig. 2e), characterized by upregulation of endosomal and lysosomal genes (Fig. 4a) and increased immunoreactivity for the lysosome-associated protein CD68 in BODIPY+ microglia in the hippocampus of aged mice (Fig. 4b,c).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataOnly nine common genes were differentially expressed in all three data sets (aging, GRN−/−, and LPS-treated young mice), one of them PLIN3.
“We found that although only nine common genes were differentially expressed in all three data sets (one of them was the lipid droplet specific gene PLIN3), the directionality of expression changes of LDAM genes was remarkably similar for all groups and almost identical for LDAM and LD-hi GRN−/− microglia (Fig. 7l,m; Extended Data Figure 6).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataLipid droplets were primarily found in microglia but not in other cell types.
“Lipid droplets were primarily found in microglia but not in other cell types.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataLipid droplets from BV2 cells and aged microglia have highly similar overall lipid content and similar composition of neutral lipids, with low cholesteryl esters and high glycerolipids.
“Interestingly, they had a highly similar overall lipid content and a similar composition of neutral lipids, with low amounts of cholesteryl esters but high levels of glycerolipids (MAG, TAG).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown datasgRNAs targeting GRN and SLC33A1 induced significant defects in phagocytosis and increased ROS production in BV2 cells.
“In addition, sgRNAs targeting GRN and SLC33A1 induced significant defects in phagocytosis and increased ROS production in BV2 cells, hence recapitulating the functional impairments of LDAM.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataLPS treatment led to lipid droplet formation in hippocampal microglia in young mice in vivo and in the microglia cell line BV2 in vitro.
“Interestingly, we found that LPS treatment, which provokes an acute inflammatory response in the brain, led to lipid droplet formation in hippocampal microglia in young mice in vivo and in the microglia cell line BV2 in vitro.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataLipidomics analysis revealed that lipid droplets in LDAM contained mainly glycerolipids and only low amounts of cholesteryl ester.
“We did not find ultrastructural evidence for cholesterol crystals, and lipidomics analysis revealed that these lipid droplets contained mainly glycerolipids and only low amounts of cholesteryl ester.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown datasgRNAs targeting these genes were able to increase (SLC33A1, GRN, VPS35) and decrease (SNX17) lipid droplet load in microglial BV2 cells.
“Indeed, sgRNAs targeting these genes were able to increase (SLC33A1, GRN, VPS35) and decrease (SNX17) lipid droplet load in microglial BV2 cells.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataLDAM contain high numbers of lysosomes, and these lysosomes accumulate in close contact to lipid droplets.
“Intriguingly, we observed that LDAM contain high numbers of lysosomes, and moreover, these lysosomes accumulate in close contact to lipid droplets.”
Quote in the paperSubstantial claimMay combine two claims.
FindingreasoningLipid droplet rich microglia in GRN−/− mice show a similar transcriptome signature and the same functional impairments as LDAM.
“These lipid droplet rich microglia in GRN−/− mice show a similar transcriptome signature and the same functional impairments as LDAM.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataDirectionality of expression changes of LDAM genes was remarkably similar for all groups and almost identical for LDAM and LD-hi GRN−/− microglia.
“We found that although only nine common genes were differentially expressed in all three data sets (one of them was the lipid droplet specific gene PLIN3), the directionality of expression changes of LDAM genes was remarkably similar for all groups and almost identical for LDAM and LD-hi GRN−/− microglia (Fig. 7l,m; Extended Data Figure 6).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataBODIPY+/Iba1+ cells were frequently found in the thalamus and were detected to a lesser extent in cortex and corpus callosum of 9-month-old male GRN−/− mice.
“BODIPY+/Iba1+ cells were frequently found in the thalamus and were detected to a lesser extent in cortex and corpus callosum.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataLipid droplet accumulating microglia are abundant in the hippocampus but rare in other brain regions of aged mice.
“Lipid droplet accumulating microglia are abundant in the hippocampus but rare in other brain regions of aged mice.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataApoE expression does not differ significantly between LD-lo and LD-hi microglia.
“Paired dot plot showing FPKM values of LD-lo and LD-hi microglia for ApoE (paired Student’s t-test; P= 0.423).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Findingnone givenTriacylglycerides (TAG) are a major component of lipid droplets in LDAM.
“Since triacylglycerides (TAG) are a major component of lipid droplets in LDAM, it is possible that lipid droplet accumulation in GRN deficient microglia contributes to elevated TAG levels in brains lacking GRN.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataThe lipid composition of lipid droplets from young and aged microglia is highly similar, but differs between young and aged liver tissue.
“Pie charts showing that the lipid composition of lipid droplets from young and aged microglia is highly similar, but differs between young and aged liver tissue.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataLPS treatment induces lipid droplet formation in microglia and in BV2 cells.
“LPS treatment induces lipid droplet formation in microglia and in BV2 cells.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationLipid droplets are production and storage sites for eicosanoids and inflammatory cytokines, and are involved in antigen presentation and pathogen clearance.
“Here, lipid droplets are production and storage sites for eicosanoids and inflammatory cytokines, and are further involved in antigen presentation and pathogen clearance9.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [9] Bozza, P. T. & Viola, J. P. Lipid droplets in inflammation and cancer. Prostaglandins Leukot. Essent Fatty Acids 82, 243–250 (2010). source
Classified as probably not a substantial claim. May combine two claims.
PremisecitationLipid droplets are lipid storing organelles that contain neutral lipids such as glycerolipids and cholesterol, and are increasingly accepted as structural markers of inflammation.
“In particular, lipid droplets, which are lipid storing organelles that contain neutral lipids such as glycerolipids and cholesterol, are increasingly accepted as structural markers of inflammation8.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [8] Fowler, S. D., Mayer, E. P. & Greenspan, P. Foam cells and atherogenesis. Ann. NY Acad. Sci. 454, 79–90 (1985). source
Classified as probably not a substantial claim.
PremisecitationMyeloid cells form lipid droplets in response to inflammation and stress.
“Myeloid cells form lipid droplets in response to inflammation and stress, including the aforementioned macrophages in atherosclerotic lesions, leukocytes in inflammatory arthritis, and eosinophils in allergic inflammation.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [9] Bozza, P. T. & Viola, J. P. Lipid droplets in inflammation and cancer. Prostaglandins Leukot. Essent Fatty Acids 82, 243–250 (2010). source
May combine two claims.
Interpretationown dataLipid droplet-rich microglia have phagocytosis deficits and increased lipid storage is associated with impaired phagocytosis.
“Collectively, these data suggest that lipid droplet-rich microglia have phagocytosis deficits and that increased lipid storage is associated with impaired phagocytosis.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataLDAM are in a primed activation state that becomes hyperactivated upon stimulation with LPS.
“These findings suggest that LDAM are in a primed activation state that becomes hyperactivated upon stimulation with LPS.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataLDAM have elevated concentrations of ROS and lipid droplets mediate LPS-induced ROS generation.
“Together, these findings demonstrate that LDAM have elevated concentrations of ROS and suggest that lipid droplets mediate LPS-induced ROS generation.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationLipid-droplet rich foam cells in atherosclerosis show hallmarks of senescent cells and seem deleterious at all stages of disease.
“Importantly, lipid-droplet rich foam cells in atherosclerosis show hallmarks of senescent cells and they seem deleterious at all stages of disease10.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [10] den Brok, M. H., Raaijmakers, T. K., Collado-Camps, E. & Adema, G. J. Lipid droplets as immune modulators in myeloid cells. Trends Immunol. 39, 380–392 (2018). source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationLipid droplet formation has been reported in glia at the onset of neurodegeneration in a drosophila model.
“That they may have important functions in disease has recently been suggested in a drosophila model where lipid droplet formation has been reported in glia at the onset of neurodegeneration13.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [13] Lee, S. C., Moore, G. R., Golenwsky, G. & Raine, C. S. Multiple sclerosis: a role for astroglia in active demyelination suggested by class II MHC expression and ultrastructural study. J. Neuropathol. Exp. Neurol. 49, 122–136 (1990). source
May combine two claims.
Interpretationown dataLPS triggers lipid droplet formation in microglia in vitro and in vivo.
“Together, these findings demonstrate that LPS triggers lipid droplet formation in microglia in vitro and in vivo, and lipid droplet containing microglia in young LPS-treated mice show a transcriptional signature that partially overlaps with LDAM.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataLPS-induced lipid droplets in BV2 cells are highly similar to lipid droplets in aged microglia, making this in vitro assay a useful model to study lipid droplets in LDAM.
“Furthermore, LPS-induced lipid droplets in BV2 cells are highly similar to lipid droplets in aged microglia, thus making this in vitro assay a useful model to study lipid droplets in LDAM.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataLipid droplet-containing aged microglia show transcriptional changes in genes related to phagocytosis, ROS production and immune signaling, yet have a unique transcriptome signature distinct from previously described microglia states in aging and neurodegeneration.
“Overall, these data suggest that lipid droplet-containing aged microglia show transcriptional changes of genes related to key microglia functions such as phagocytosis, ROS production and immune signaling, yet they have a unique transcriptome signature that is distinct from previously described microglia states observed in aging and neurodegeneration.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationIn a drosophila model for neurodegeneration, lipid droplets in glia form due to an APOE dependent transfer of lipids from neurons to glia.
“In a drosophila model for neurodegeneration13, lipid droplets in glia form due to an APOE dependent transfer of lipids from neurons to glia.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [13] Lee, S. C., Moore, G. R., Golenwsky, G. & Raine, C. S. Multiple sclerosis: a role for astroglia in active demyelination suggested by class II MHC expression and ultrastructural study. J. Neuropathol. Exp. Neurol. 49, 122–136 (1990). source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAt sites of atherosclerotic lesions, lipid droplet rich foamy macrophages show decreased phagocytosis activity compared to macrophages without lipid droplets.
“This finding is in line with a previous report which observed that at the sites of atherosclerotic lesions, lipid droplet rich foamy macrophages show decreased phagocytosis activity compared to macrophages without lipid droplets46.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [46] Nadjar, A. Role of metabolic programming in the modulation of microglia phagocytosis by lipids. Prostaglandins Leukot. Essent. Fatty Acids 135, 63–73 (2018). source
May combine two claims.
Interpretationown dataThese findings validate the in vivo relevance of the in vitro CRISPR screen and confirm that microglia from GRN−/− mice contain lipid droplets.
“Together, these findings validate the in vivo relevance of our in vitro CRISPR screen and confirm that microglia from GRN−/− mice contain lipid droplets.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningThese findings indicate that LDAM represent a dysfunctional and pro-inflammatory microglia state in the aging brain.
“Together, these findings indicate that LDAM represent a dysfunctional and pro-inflammatory microglia state in the aging brain, and further suggest that LDAM might contribute to neurodegenerative diseases.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataIn this study, we identify a novel LDAM state in the aging brain characterized by a unique transcriptional signature, severe functional deficits and a pro-inflammatory phenotype.
“In this study, we identify a novel, lipid droplet accumulating microglia (LDAM) state in the aging brain and show that LDAM are characterized by a unique transcriptional signature, severe functional deficits and a pro-inflammatory phenotype.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataLDAM and DAM show different functional phenotypes; DAM are actively phagocytic populations, while LDAM are severely impaired in phagocytosis.
“LDAM and DAM also show different functional phenotypes; while DAM are actively phagocytic populations, LDAM are severely impaired in this function.”
Quote in the paperSubstantial claim- Rests on an assumption: DAM are actively phagocytic populations.
May combine two claims.
Interpretationown dataLD-hi microglia from GRN−/− mice and LDAM in aging have similar functional and transcriptional phenotypes, suggesting that lipid droplet containing GRN−/− microglia share the LDAM state.
“Remarkably, LD-hi microglia from GRN−/− mice and LDAM in aging have similar functional and transcriptional phenotypes, suggesting that lipid droplet containing GRN−/− microglia share the LDAM state.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIn the brain, a protective role has been reported for lipid droplets in glia in a drosophila model for neurodegeneration.
“In the brain, a protective role has been reported for lipid droplets in glia in a drosophila model for neurodegeneration13.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [13] Lee, S. C., Moore, G. R., Golenwsky, G. & Raine, C. S. Multiple sclerosis: a role for astroglia in active demyelination suggested by class II MHC expression and ultrastructural study. J. Neuropathol. Exp. Neurol. 49, 122–136 (1990). source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationLipid droplets have also been correlated with beneficial functions, such as improved host defense and antigen cross presentation in myeloid cells.
“However, lipid droplets have also been correlated with beneficial functions, such as improved host defense and antigen cross presentation in myeloid cells9.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [9] Bozza, P. T. & Viola, J. P. Lipid droplets in inflammation and cancer. Prostaglandins Leukot. Essent Fatty Acids 82, 243–250 (2010). source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIn peripheral immune cells, lipid droplets form often as a response to inflammation and stress.
“In peripheral immune cells, lipid droplets form often as a response to inflammation and stress9.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [9] Bozza, P. T. & Viola, J. P. Lipid droplets in inflammation and cancer. Prostaglandins Leukot. Essent Fatty Acids 82, 243–250 (2010). source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationLipid droplets in microglia have been detected in adult mice after induction of ROS by rotenone.
“For example, lipid droplets in microglia have been detected in adult mice after induction of ROS by rotenone13, in hippocampal slice culture from P6–8 mice upon treatment with LPS, and in LPS-treated cells of the microglia-like cell line N916.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [13] Lee, S. C., Moore, G. R., Golenwsky, G. & Raine, C. S. Multiple sclerosis: a role for astroglia in active demyelination suggested by class II MHC expression and ultrastructural study. J. Neuropathol. Exp. Neurol. 49, 122–136 (1990). source
Classified as probably not a substantial claim.
PremisecitationCholesterol accumulation has been observed in phagocytes in an EAE demyelination model in aged mice as a result of excessive uptake of myelin debris.
“Cholesterol accumulation has recently been observed in phagocytes in an EAE demyelination model in aged mice as a result of excessive uptake of myelin debris43.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [43] Burke, A. C. & Huff, M. W. ATP-citrate lyase: genetics, molecular biology and therapeutic target for dyslipidemia. Curr. Opin. Lipidol. 28, 193–200 (2017). source
May combine two claims.
PremisecitationEngulfment of cellular debris relies on the availability of free fatty acids, which are released upon degradation of lipid droplets, linking effective lysis of lipid droplets with successful phagocytosis.
“In this context, a study in macrophages has shown that engulfment of cellular debris relies on the availability of free fatty acids, which are released upon degradation of lipid droplets, thus linking effective lysis of lipid droplets with successful phagocytosis47.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [47] Chinetti-Gbaguidi, G. et al. Human atherosclerotic plaque alternative macrophages display low cholesterol handling but high phagocytosis because of distinct activities of the PPARγ and LXRα pathways. Circ. Res. 108, 985–995 (2011). source
May combine two claims.
InterpretationreasoningMicroglia in the LDAM state, but not microglia without lipid droplets, show typical age-related functional impairments and a primed phenotype, suggesting that LDAM may be the primary detrimental microglia state in the aging brain.
“Microglia in the LDAM state, which account for more than 50% of all microglia in the aged hippocampus, but not microglia without lipid droplets, show typical age-related functional impairments and a primed phenotype, suggesting that LDAM may be the primary detrimental microglia state in the aging brain.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataLDAM demonstrate a novel state of microglia with a unique transcriptional signature and functional impairments in the aging brain.
“Together, we show that LDAM demonstrate a novel state of microglia with a unique transcriptional signature and functional impairments in the aging brain, and we identified lipid droplet containing microglia in a GRN−/− model for chronic neuroinflammation, and in an LPS-induced acutely inflamed brain milieu.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). The quote only partly states this claim.
Study design and conductown dataData in Extended Data Fig. 5 were replicated in at least three independent experiments.
“Data were replicated in at least three independent experiments.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductnone givenAll samples used for human post-mortem brain tissue were obtained from individuals without any neurological or psychiatric diagnoses.
“All samples used were obtained from individuals without any neurological or psychiatric diagnoses.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenData in Extended Data Fig. 3a-b were replicated in at least two independent experiments.
“Data in a-b were replicated in at least two independent experiments.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenData collection was randomized for all experiments.
“Data collection was randomized for all experiments.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductnone givenAnalyses for quantification of BODIPY+ microglia, CD68hi microglia, lipid droplet numbers and lipid droplet size were performed blinded on coded slides.
“For quantification of BODIPY+ microglia, of CD68hi microglia, of BODIPY+ lipid droplet numbers and of lipid droplet size, analyses were performed blinded on coded slides.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenNo sample-size calculations were performed.
“No sample-size calculations were performed.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenSample sizes were chosen based on prior literature using similar experimental paradigms.
“Further, sample sizes were chosen based on prior literature using similar experimental paradigms.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductnone givenSix randomly selected visual fields per animal were photographed and used for quantitative analysis.
“Six randomly selected visual fields per animal were photographed using a confocal scanning laser microscope (LSM 700, Zeiss) with LSM software (ZEN 2011) and used for quantitative analysis.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductnone givenFor quantification of CARS signal in microglia, 20 randomly selected microglia in the dentate gyrus per animal were imaged.
“For quantification of CARS signal in microglia, 20 randomly selected microglia in the dentate gyrus per animal were imaged.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationFalse discovery rate was estimated using Benjamini and Hochberg approach.
“False discovery rate was estimated using Benjamini and Hochberg approach (Benjamini and Hochberg, 1995).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenExperimenters were blinded for imaging and data analysis.
“Experimenters were blinded for imaging and data analysis.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataAll RNA samples passed a quality control threshold (RIN ≥ 9.0) to proceed to library preparations and RNAseq.
“All samples passed a quality control threshold (RIN ≥ 9.0) to proceed to library preparations and RNAseq.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataSample size was determined to be adequate based on the magnitude and consistency of measurable differences between groups.
“Sample size was determined to be adequate based on the magnitude and consistency of measurable differences between groups.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataAfter selection, more than 90% of BV2 cells expressed the mCherry reporter, confirming sgRNA infection.
“sgRNA infection was confirmed by flow cytometry, which indicated >90% of cells expressed the mCherry reporter.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
Demyelination is a characteristic of brain aging.
“Because demyelination is a characteristic of brain aging, we analyzed the cholesterol content of lipid droplets in LDAM.”
The paper relies on this without support.
DAM are actively phagocytic populations.
“LDAM and DAM also show different functional phenotypes; while DAM are actively phagocytic populations, LDAM are severely impaired in this function.”
The paper relies on this without support.
TREM2 and APOE are key genes involved in the progression of neurodegeneration and are upregulated in DAM and MGnD.
“Furthermore, TREM2 and APOE, two key genes involved in the progression of neurodegeneration that are upregulated in DAM and MGnD, are not regulated in LDAM.”
The paper relies on this without support.
GRN−/− mice is a model for frontotemporal dementia characterized by severe chronic neuroinflammation.
“Furthermore, we found lipid droplet containing microglia in GRN−/− mice, a model for frontotemporal dementia that is characterized by severe chronic neuroinflammation.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Lipid droplet accumulation is considered a marker of inflammation in microglia during aging and Alzheimer's disease.
“the accumulation of which is considered a marker of inflammation in microglia during aging and Alzheimer’s disease32–35”
From INPP5D/SHIP1 regulates endo-lysosomal function and cargo-selective phagocytosis in human microglia (2025) · cites this paper as [35]
The Discussion describes lipid-droplet-accumulating microglia in the aging brain as proinflammatory and suggests that inflammation contributes to droplet buildup. The Introduction reports historical observations of glial lipid accumulation in dementia, but the paper does not establish lipid droplets as a marker of microglial inflammation specifically in Alzheimer’s disease. (LLM, conf=0.86)
Experimental — accuracy not yet measuredLipid droplets (LDs) have important roles in ageing and Alzheimer's disease (AD).
“Moreover, LDs—cellular organelles containing lipids such as glycerolipids and cholesterol—were recently found to have important roles in ageing and Alzheimer's disease (AD)10–15.”
From PICALM Alzheimer’s risk allele causes aberrant lipid droplets in microglia (2025) · cites this paper as [10]
The Results and Discussion describe lipid-droplet-accumulating microglia in the aging brain, including impaired phagocytosis (Discussion, ‘Role of lipid droplets in the LDAM functional phenotype’; page unavailable). The Introduction notes historical observations of lipid-filled glial cells in dementia, but our copy does not establish an important role for lipid droplets in Alzheimer’s disease specifically. (LLM, conf=0.84)
Experimental — accuracy not yet measuredThe results align with previously reported TG increases in LDAMs and APOE4-associated LDs.
“Our results align with previously reported TG increases in LDAMs10 and APOE4-associated LDs19, further supporting our observed PICALM-risk-allele-associated LD accumulation in iMGs.”
From PICALM Alzheimer’s risk allele causes aberrant lipid droplets in microglia (2025) · cites this paper as [10]
The Results section, “Microglia accumulate lipid droplets in the aging brain” (page unavailable), reports more lipid droplets in aged microglia, while the Discussion, “LDAM in neurodegeneration” (page unavailable), says triacylglycerides (TG) are a major component of LDAM lipid droplets. Our copy does not directly report a TG increase in LDAMs relative to other microglia. The APOE4-associated finding has a separate citation in the citing sentence and is not attributed to this source. (LLM, conf=0.82)
Experimental — accuracy not yet measuredThree known LD suppressor genes (SLC33A1, MCOLN1 and GRN) all exhibit reduced expression in LOAD-risk-allele iMGs.
“Notably, three known LD suppressor genes (SLC33A1, MCOLN1 and GRN)10 all exhibited reduced expression in LOAD-risk-allele iMGs (Fig. 5d), two of which are related to lysosomal function: MCOLN1 is a ROS sensor in lysosomes regulating autophagy49, and GRN encodes the lysosomal protein progranulin related to neurodegenerative diseases50.”
From PICALM Alzheimer’s risk allele causes aberrant lipid droplets in microglia (2025) · cites this paper as [10]
In Results (CRISPR-Cas9 screen; page unavailable), the source identifies SLC33A1 and GRN as negative regulators of lipid-droplet formation: disrupting either increased lipid droplets in BV2 cells. The cited paper does not identify MCOLN1 as a lipid-droplet suppressor, so it supports only two of the three genes named. The reduced expression in LOAD-risk-allele iMGs is attributed to the citing paper’s Fig. 5d, not to this source. (LLM, conf=0.86)
Experimental — accuracy not yet measuredProper regulation of lipid metabolism is essential to support microglial functions.
“Additionally, proper regulation of lipid metabolism is essential to support these functions [20].”
From TREM2/PLCγ2 signalling in immune cells: function, structural insight, and potential therapeutic modulation (2021) · cites this paper as [20]
The Discussion (page unavailable) reports that lipid-droplet-rich microglia have phagocytosis deficits and that inhibiting lipid-droplet formation increased phagocytosis in BV2 cells. This supports a link between lipid handling and microglial function, but the paper says the mechanism remains unknown and does not establish that proper regulation of lipid metabolism is essential for microglial functions generally. (LLM, conf=0.82)
Experimental — accuracy not yet measured
Phagocytic deficits in LDAM were observed, in line with defective conversion of microglia to the protective DAM phenotype.
“However, phagocytic deficits in LDAM were observed, in line with defective conversion of microglia to the protective DAM phenotype [20]”
From TREM2/PLCγ2 signalling in immune cells: function, structural insight, and potential therapeutic modulation (2021) · cites this paper as [20]
The Results section ('LDAM have phagocytosis deficits') reports markedly reduced uptake of Zymosan and myelin debris by LDAM. The Discussion ('LDAM in neurodegeneration') contrasts poorly phagocytic LDAM with actively phagocytic DAM, but says that possible conversion between microglial states remains to be investigated. It does not establish defective conversion to DAM. (LLM, conf=0.88)
Experimental — accuracy not yet measuredLipid droplets have been identified in aged/pathological microglia, pointing towards a role for lipid accumulation in AD.
“and lipid droplets have also been identified in aged/pathological microglia, pointing towards a role for lipid accumulation in AD [20].”
From TREM2/PLCγ2 signalling in immune cells: function, structural insight, and potential therapeutic modulation (2021) · cites this paper as [20]
The Results section (‘Microglia accumulate lipid droplets in the aging brain’; page unavailable) identifies lipid droplets in aged mouse microglia and more lipid-droplet-marker-positive microglia in aged human hippocampi. The Introduction recounts historical observations of lipid-containing glia in dementia and suggests that these microglia might contribute to neurodegenerative disease, but the paper does not establish a specific role for lipid accumulation in AD. (LLM, conf=0.82)
Experimental — accuracy not yet measuredExcessive lipid droplet accumulation within microglia leads to a decline in their phagocytic activity.
“However, we and others (11, 13, 39) have observed that excessive LD accumulation within microglia led to a decline in their phagocytic activity, potentially reducing the efficiency of Aβ clearance in the AD brain.”
From Reducing microglial lipid load enhances β amyloid phagocytosis in an Alzheimer’s disease mouse model (2025) · cites this paper as [11]
The Results section (‘LDAM have phagocytosis deficits’) reports significantly less Zymosan uptake in lipid-droplet-rich cells. But the Discussion (‘Role of lipid droplets in the LDAM functional phenotype’) says impaired phagocytosis could be a cause or consequence of droplet accumulation, or an independent co-occurring effect. The paper therefore supports the observed association, not the unqualified claim that accumulation leads to the decline; the suggested effect on Aβ clearance in AD is not established by these passages. (LLM, conf=0.88)
Experimental — accuracy not yet measuredAged and diseased microglia have more gangliosides, while macroglia in ischemic stroke are characterized by high cholesterol levels.
“In relation to LD content, we and others have revealed the presence of more GLs in aged and diseased microglia (11), while the macroglia encountered in ischemic stroke are characterized by high cholesterol levels (63).”
From Reducing microglial lipid load enhances β amyloid phagocytosis in an Alzheimer’s disease mouse model (2025) · cites this paper as [11]
The Results section, “Microglia accumulate lipid droplets in the aging brain” (page unavailable), reports more lipid droplets in aged microglia and identifies glycerolipids as their main component. The paper also reports lipid-droplet accumulation in a mouse model of neurodegeneration, but it does not establish that aged or diseased microglia have more gangliosides. Citation (11) is attached to the microglia clause; the ischemic-stroke clause cites a different source. (LLM, conf=0.85)
Experimental — accuracy not yet measuredLipid droplet accumulation in macrophages elevates ROS production, promoting neurovascular dysfunction.
“LD accumulation in macrophages can elevate their ROS production (9, 11), promoting neurovascular dysfunction (67).”
From Reducing microglial lipid load enhances β amyloid phagocytosis in an Alzheimer’s disease mouse model (2025) · cites this paper as [11]
The Results section (‘LDAM produce high levels of ROS’; page unavailable) reports higher ROS in lipid-droplet-rich microglia, and the Discussion says inhibiting droplet formation prevented ROS generation in BV2 cells. The paper does not directly establish that lipid droplets elevate ROS in macrophages generally. The neurovascular-dysfunction clause has a separate citation (67), so it is not assessed against this source. (LLM, conf=0.84)
Experimental — accuracy not yet measuredLDAM have sustained activation, impaired phagocytosis and surveillance, and autophagy dysregulation.
“Among these subsets, LDAM have been given much attention due to their sustained activation, impaired phagocytosis and surveillance, and autophagy dysregulation [26–28].”
From HIV-TAT dysregulates microglial lipid metabolism through SREBP2/miR-124 axis: Implication of lipid droplet accumulation microglia in NeuroHIV (2025) · cites this paper as [28]
The Results sections on phagocytosis and cytokine release report severe phagocytosis deficits and a primed activation state in LDAM. The paper does not establish sustained activation or impaired surveillance. Its Discussion of lipophagy proposes defective lysosomal degradation as a possibility, rather than demonstrating autophagy dysregulation in LDAM. Page numbers are unavailable in our copy. (LLM, conf=0.87)
Experimental — accuracy not yet measuredIn the brain, LDs accumulate in glial cells upon neuronal oxidative stress and during aging.
“In the brain, LDs accumulate in glial cells upon neuronal oxidative stress and during aging (Liu et al., 2015; Marschallinger et al., 2020)”
From ApoE4 Impairs Neuron-Astrocyte Coupling of Fatty Acid Metabolism (2021) · cites this paper as Marschallinger et al., 2020
The Abstract and Introduction report lipid-droplet accumulation in microglia in aging mouse and human brains, supporting the aging component. The Discussion section ‘What causes lipid droplet formation in LDAM?’ discusses ROS and stress as possible contributors, but does not establish that neuronal oxidative stress causes glial lipid droplets. (LLM, conf=0.84)
Experimental — accuracy not yet measuredA population of lipid-droplet-accumulating microglia (LDAM) displays impaired phagocytosis and increased reactive oxygen species (ROS) production.
“Recent work in microglial biology studying aging and neurodegeneration has identified a population of lipid-droplet-accumulating microglia (LDAM), which display impaired phagocytosis and increased reactive oxygen species (ROS) production (Marschallinger et al., 2020).”
From SYK coordinates neuroprotective microglial responses in neurodegenerative disease (2022) · cites this paper as Marschallinger et al., 2020
Blocking LD formation with TrC influences ROS levels in iMGs.
“As seen in mouse microglia10, we further confirmed that LD accumulation influences ROS levels in iMGs by using TrC to block LD formation (Extended Data Fig. 7f–i).”
From PICALM Alzheimer’s risk allele causes aberrant lipid droplets in microglia (2025) · cites this paper as [10]
TrC treatment of LOAD-risk-allele iMGs shifts the proportions of cells with varying BODIPY/pHrodo combinations to resemble non-risk iMGs.
“Like in mouse microglia10, there was an inverse relationship between BODIPY+ and Aβ–pHrodo+ signals in iMGs, and TrC treatment of the LOAD-risk-allele iMGs shifted the proportions of cells with varying BODIPY/pHrodo combinations to resemble non-risk iMGs (Extended Data Fig. 12d).”
From PICALM Alzheimer’s risk allele causes aberrant lipid droplets in microglia (2025) · cites this paper as [10]
Treating iMGs with triacsin C effectively decreased BODIPY-labelled LDs.
“Treating iMGs with triacsin C (TrC), an inhibitor of long-chain acyl-CoA synthetase that reduces LD formation10,18,19,39,40, effectively decreased BODIPY-labelled LDs (Extended Data Fig. 7e–i).”
From PICALM Alzheimer’s risk allele causes aberrant lipid droplets in microglia (2025) · cites this paper as [10]
Aged mouse microglia accumulate lipid droplets and exhibit a dysfunctional microglial state termed lipid-droplet-accumulating microglia (LDAM).
“Aged mouse microglia accumulate LDs and exhibit a dysfunctional microglial state termed LD-accumulating microglia (LDAM)5”
From APOE4/4 is linked to damaging lipid droplets in Alzheimer’s disease microglia (2024) · cites this paper as [5]
Mouse LDAM have a dysfunctional and inflammatory microglial state.
“These results are similar to recent reports describing mouse LDAM that have a dysfunctional and inflammatory microglial state5.”
From APOE4/4 is linked to damaging lipid droplets in Alzheimer’s disease microglia (2024) · cites this paper as [5]
Changes in microglial lipid content can affect their state and function.
“changes in microglial lipid content can also affect their state and function18,19,20,21”
From Amyloid-β induces lipid droplet-mediated microglial dysfunction via the enzyme DGAT2 in Alzheimer’s disease (2025) · cites this paper as [20]
Inflammatory triggers like lipopolysaccharide, fatty acids, and aging promote lipid droplet accumulation in primary microglial cells and cell lines.
“Inflammatory triggers like lipopolysaccharide (LPS)35,19, fatty acids36, and aging20 promote LD accumulation in primary microglial cells and cell lines.”
From Amyloid-β induces lipid droplet-mediated microglial dysfunction via the enzyme DGAT2 in Alzheimer’s disease (2025) · cites this paper as [20]
LD-laden microglia found in the aged brain demonstrate phagocytic deficits.
“LD-laden microglia found in the aged brain also demonstrated phagocytic deficits20”
From Amyloid-β induces lipid droplet-mediated microglial dysfunction via the enzyme DGAT2 in Alzheimer’s disease (2025) · cites this paper as [20]
RNA-seq analysis of Lipid Droplet Accumulating Microglia (LDAM) isolated from aged mice revealed there are no changes in TREM2 expression in this cell type.
“RNA-seq analysis of Lipid Droplet Accumulating Microglia (LDAM) isolated from aged mice revealed there are no changes in TREM2 expression in this cell type [20].”
From TREM2/PLCγ2 signalling in immune cells: function, structural insight, and potential therapeutic modulation (2021) · cites this paper as [20]
Lipid-droplet accumulating microglia (LDAM) have been identified in aged brains of mice.
“Lipid-droplet accumulating microglia (LDAM) have been identified in aged brains of mice and classified as dysfunctional cells as they exhibit defective phagocytic activity and show increased production of pro-inflammatory cytokines and reactive oxygen species (ROS) (11)”
From Reducing microglial lipid load enhances β amyloid phagocytosis in an Alzheimer’s disease mouse model (2025) · cites this paper as [11]
LDAM exhibit defective phagocytic activity and increased production of pro-inflammatory cytokines and reactive oxygen species.
“Lipid-droplet accumulating microglia (LDAM) have been identified in aged brains of mice and classified as dysfunctional cells as they exhibit defective phagocytic activity and show increased production of pro-inflammatory cytokines and reactive oxygen species (ROS) (11)”
From Reducing microglial lipid load enhances β amyloid phagocytosis in an Alzheimer’s disease mouse model (2025) · cites this paper as [11]
Many studies have demonstrated a phagocytosis defect associated with LD accumulation in microglia.
“Many studies have demonstrated a phagocytosis defect associated with LD accumulation in microglia (11, 13).”
From Reducing microglial lipid load enhances β amyloid phagocytosis in an Alzheimer’s disease mouse model (2025) · cites this paper as [11]
LDAM numbers increase with age.
“For instance, we confirmed the findings of Marschallinger et al. by showing that LDAM numbers increased with age (11).”
From Reducing microglial lipid load enhances β amyloid phagocytosis in an Alzheimer’s disease mouse model (2025) · cites this paper as [11]
Lipopolysaccharide-induced innate responses are linked to lipid droplet formation within microglia.
“Comparable innate responses induced by lipopolysaccharide have been strongly linked to LD formation within microglia (11).”
From Reducing microglial lipid load enhances β amyloid phagocytosis in an Alzheimer’s disease mouse model (2025) · cites this paper as [11]
In LDAM, lysosomes might be used for lipophagy rather than the degradation of phagocytosed material.
“A recent study highlighted close contact between LDs and lysosomes within microglia, suggesting that, in LDAM, lysosomes might be used for lipophagy rather than the degradation of phagocytosed material (11).”
From Reducing microglial lipid load enhances β amyloid phagocytosis in an Alzheimer’s disease mouse model (2025) · cites this paper as [11]
Lipid-droplet-accumulating microglia represent a dysfunctional and proinflammatory state in the aging brain.
“Lipid-droplet-accumulating microglia represent a dysfunctional and proinflammatory state in the aging brain.71”
From Microglial APOE3 Christchurch protects neurons from Tau pathology in a human iPSC-based model of Alzheimer’s disease (2024) · cites this paper as [71]
Aged microglia accumulate lipid droplets and adopt a proinflammatory state.
“Aged microglia accumulate LDs and adopt a proinflammatory state (Marschallinger et al., 2020).”
From APOE traffics to astrocyte lipid droplets and modulates triglyceride saturation and droplet size (2024) · cites this paper as Marschallinger et al., 2020
Altered lipid droplet biology has been linked to both brain aging and neurodegenerative diseases.
“Altered lipid droplet biology has been linked to both brain aging and neurodegenerative diseases10–24.”
From APOE genotypes differentially remodel the astrocytic lipid droplet proteome to shape lipid droplet dynamics (2026) · cites this paper as [18]
Filipin only stains free (unesterified) cholesterol, and cellular cholesterol accumulation is associated with excess LD.
“Although filipin only stains free (unesterified) cholesterol, cellular cholesterol accumulation is associated with excess LD10,37,38.”
From PICALM Alzheimer’s risk allele causes aberrant lipid droplets in microglia (2025) · cites this paper as [10]
The Introduction describes lipid droplets as storing lipids that can include cholesterol, but does not establish that cellular cholesterol accumulation is associated with excess lipid droplets. The Discussion (‘What causes lipid droplet formation in LDAM?’; page unavailable) reports low cholesteryl ester in these droplets and suggests demyelination does not contribute to their formation. A search for filipin and free or unesterified cholesterol found no passage addressing the staining claim. (LLM, conf=0.74)
Experimental — accuracy not yet measuredCholesterol ester aggregates have been found in TREM2 KO and AD-variant human iPSC microglia.
“Cholesterol ester aggregates have been found in TREM2 KO and AD-variant human iPSC microglia”
From TREM2/PLCγ2 signalling in immune cells: function, structural insight, and potential therapeutic modulation (2021) · cites this paper as [20]
The Results section reports lipid droplets in aged mouse microglia, with cholesteryl esters nearly absent. Searches for TREM2 knockout, AD-variant human iPSC microglia, and cholesteryl ester aggregates found no passage addressing the claimed cells. The mouse finding does not establish or contradict the claim about human iPSC microglia; page numbers were not available in our copy. (LLM, conf=0.75)
Experimental — accuracy not yet measuredIn microglia, lipid droplets form in response to innate inflammation, ageing and neurodegeneration and are mediated by canonical pathways of microglial activation, such as p38 MAPK.
“In microglia, lipid droplets form in response to innate inflammation, ageing and neurodegeneration and are mediated by canonical pathways of microglial activation, such as p38 MAPK [161,162].”
From ROS Generation in Microglia: Understanding Oxidative Stress and Inflammation in Neurodegenerative Disease (2020) · cites this paper as [162]
Loss-of-function mutations in GRN are a cause of frontotemporal dementia.
“Progranulin (GRN) was determined to be a genetic regulator of LDAM formation and loss-of-function mutations in GRN are a cause of frontotemporal dementia [162,165].”
From ROS Generation in Microglia: Understanding Oxidative Stress and Inflammation in Neurodegenerative Disease (2020) · cites this paper as [162]
Progranulin (GRN) is a genetic regulator of LDAM formation.
“Progranulin (GRN) was determined to be a genetic regulator of LDAM formation and loss-of-function mutations in GRN are a cause of frontotemporal dementia [162,165].”
From ROS Generation in Microglia: Understanding Oxidative Stress and Inflammation in Neurodegenerative Disease (2020) · cites this paper as [162]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Plasma treatment duration differs between methods and figure caption
MinorThe plasma-treatment method specifies 18 hours, but the Extended Data Fig. 4 caption describes the plasma-treated BV2 cells as treated for 12 hours.
“BV2 cells were treated for 18 hours with 5% plasma (preparation see Plasma collection) in DMEM +5% FBS.”
“BV2 cells treated with 5% plasma from young (3-months) and aged (18-months) mice for 12 hours.”
Young plasma donors have conflicting ages
MinorThe plasma collection method says the young donors were 2 months old, while the Extended Data Fig. 4 caption says they were 3 months old.
“Blood from young (2-month-old) and aged (18-month-old) wild type mice was collected”
“BV2 cells treated with 5% plasma from young (3-months) and aged (18-months) mice for 12 hours.”
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BackgroundInfluentialWhite matter aging drives microglial diversity
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Self-citationMicroglial Phagocytosis: A Disease-Associated Process Emerging from Alzheimer’s Disease Genetics
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“These data indicate the reduction in total PLIN2 area observed in R47H xMG transplanted mice is due to a reduced number of DAM xMGs, but not a reduced potential of R47H xMGs to accumulate lipid droplets.”
BackgroundMethodInfluentialThomas, J. R., Appios, A., Zhao, X., Dutkiewicz, R., Donde, M. J., Lee, C. Y. C., Naidu, P., Lee, C., Cerveira, J., Liu, B., et al. (2020) · The Journal of Experimental Medicine · doi:10.1084/jem.20200891 · Cited by 199 · see citing works
Cerebrospinal fluid immune dysregulation during healthy brain aging and cognitive impairment
Piehl, N., van Olst, L., Ramakrishnan, A., Teregulova, V., Simonton, B., Zhang, Z., Tapp, E., Channappa, D., Oh, H. S., Losada, P. M., et al. (2022) · Cell · doi:10.1016/j.cell.2022.11.019 · Cited by 195 · see citing works
Self-citationSystemic factors as mediators of brain homeostasis, ageing and neurodegeneration
Pluvinage, J. V., & Wyss-Coray, T. (2020) · Nature Reviews Neuroscience · doi:10.1038/s41583-019-0255-9 · Cited by 191 · see citing works
Self-citationTREM2 dependent and independent functions of microglia in Alzheimer’s disease
Hou, J., Chen, Y., Grajales-Reyes, G., & Colonna, M. (2022) · Molecular Neurodegeneration · doi:10.1186/s13024-022-00588-y · Cited by 191 · see citing works
“I‑response; MHC II: MHC class II; ARMs: Activated response microglia; TRMs: Transiting response microglia; IRMs: Interferon response microglia; CPMs: Cycling/proliferating microglia; WT: Wild type; KO: Knock out; KI: Knock in; KD: Knock down; EOAD: Early‑onset Alzhei‑ mer’s disease; LOAD: Late‑onset Alzheimer’s diseas…”
BackgroundInfluentialCell type‐specific roles of APOE4 in Alzheimer disease
Blumenfeld, J., Yip, O., Kim, M. J., & Huang, Y. (2024) · Nature Reviews Neuroscience · doi:10.1038/s41583-023-00776-9 · Cited by 202 · see citing works
“Among these, DAM and LDAM have been studied most extensively in the context of APOE4 (Fig.”
InfluentialCerebral dysfunctions caused by sepsis during ageing
Manabe, T., & Heneka, M. T. (2022) · Nature Reviews Immunology · doi:10.1038/s41577-021-00643-7 · Cited by 191 · see citing works
Lipid metabolism and storage in neuroglia: role in brain development and neurodegenerative diseases
Yang, D., Wang, X., Zhang, L., Fang, Y., Zheng, Q., Liu, X., Yu, W., Chen, S., Ying, J., & Hua, F. (2022) · Cell & Bioscience · doi:10.1186/s13578-022-00828-0 · Cited by 179 · see citing works
“In the CNS, LDs are predominantly distributed within glial cells, and certain LD-containing glial cells appear to exhibit distinctive phenotypes associated with neurodegeneration such as reduced phagocytosis, elevated ROS levels, and enhanced inflammatory factor secretion [69].”
BackgroundMethodInfluentialMoulton, M. J., Barish, S., Ralhan, I., Chang, J., Goodman, L. D., Harland, J. G., Marcogliese, P. C., Johansson, J. O., Ioannou, M. S., & Bellen, H. J. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2112095118 · Cited by 180 · see citing works
Microglia and lipids: how metabolism controls brain innate immunity
Chausse, B., Kakimoto, P. A., & Kann, O. (2021) · Seminars in Cell & Developmental Biology · doi:10.1016/j.semcdb.2020.08.001 · Cited by 181 · see citing works
Lipids and lipid metabolism in cellular senescence: Emerging targets for age-related diseases
Zeng, Q., Gong, Y., Zhu, N., Shi, Y., Zhang, C., & Li, Q. (2024) · Ageing Research Reviews · doi:10.1016/j.arr.2024.102294 · Cited by 188 · see citing works
Age-related immune alterations and cerebrovascular inflammation
Finger, C. E., Moreno‐González, I., Gutiérrez, A., Moruno-Manchon, J. F., & McCullough, L. D. (2021) · Molecular Psychiatry · doi:10.1038/s41380-021-01361-1 · Cited by 177 · see citing works
Xu, Y., Propson, N. E., Du, S., Xiong, W., & Zheng, H. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2023418118 · Cited by 171 · see citing works
Human Microglia Show Unique Transcriptional Changes in Alzheimer's Disease
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Microglial lipid droplet accumulation in tauopathy brain is regulated by neuronal AMPK
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Tu, H., Yuan, B., Hou, X., Zhang, X., Pei, C., Ma, Y., Yang, Y., Fan, Y., Qin, Z., Liu, C., et al. (2021) · Aging Cell · doi:10.1111/acel.13522 · Cited by 152 · see citing works
Liu, C.-C., Wang, N., Chen, Y., Inoue, Y., Shue, F., Ren, Y., Wang, M., Qiao, W., Ikezu, T. C., Li, Z., et al. (2023) · Nature Immunology · doi:10.1038/s41590-023-01640-9 · Cited by 146 · see citing works
“In the aging brain, lipid droplets accumulate in microglia associated with a dysfunctional pro-inflammatory state and reduced phagocytic function 38 .”
BackgroundZhuang, H., Yao, X., Li, H., Li, Q., Yang, C., Wang, C., Xu, D., Xiao, Y., Gao, Y. J., Gao, J., et al. (2021) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2021.11.018 · Cited by 147 · see citing works
Papsdorf, K., Miklas, J. W., Hosseini, A., Cabruja, M., Morrow, C. S., Savini, M., Yu, Y., Silva-García, C. G., Haseley, N. R., Murphy, L., et al. (2023) · Nature Cell Biology · doi:10.1038/s41556-023-01136-6 · Cited by 145 · see citing works
A neuron–glia lipid metabolic cycle couples daily sleep to mitochondrial homeostasis
Haynes, P. R., Pyfrom, E. S., Li, Y., Stein, C., Cuddapah, V. A., Jacobs, J. A., Yue, Z., & Sehgal, A. (2024) · Nature Neuroscience · doi:10.1038/s41593-023-01568-1 · Cited by 146 · see citing works
“Further, in both humans and mice, lipid droplet accumulation in microglia is associated with a transition to a proinflammatory neuro degenerative state 24,58 .”
Cell of all trades: oligodendrocyte precursor cells in synaptic, vascular, and immune functionPreprint
Akay, L. A., Effenberger, A. H., & Tsai, L. (2021) · Genes & Development · doi:10.1101/gad.344218.120 · Cited by 142 · see citing works
“One conservedmechanism of OPC senescence could be pathological intracellular lipid droplet (LD) accumulation, a hallmark of many diseases and risk factors such as aging, AD, atherosclerosis, cancer, inflammation, and mitochondrial dysfunction (Bozza and Viola 2010; Boren and Brindle 2012; Yuan et al. 2012; Cantuti-Cas…”
BackgroundThe Glutamate/ GABA ‐Glutamine Cycle: Insights, Updates, and Advances
Andersen, J. V. (2025) · Journal of Neurochemistry · doi:10.1111/jnc.70029 · Cited by 156 · see citing works
“In this regard, microglia may also accumulate lipid droplets (Marschallinger et al. 2020) and APOE4 leads to harmful microglial lipid drop build-up in Alzheimer's disease (Haney et al. 2024).”
Emerging role of senescent microglia in brain aging-related neurodegenerative diseases
Rim, C., You, M., Nahm, M., & Kwon, M. (2024) · Translational Neurodegeneration · doi:10.1186/s40035-024-00402-3 · Cited by 147 · see citing works
Robust Myelination of Regenerated Axons Induced by Combined Manipulations of GPR17 and Microglia
Wang, J., He, X., Meng, H., Li, Y., Dmitriev, P., Tian, F., Page, J. C., Lu, Q. R., & He, Z. (2020) · Neuron · doi:10.1016/j.neuron.2020.09.016 · Cited by 139 · see citing works
“However, their expression patterns were similar at 7 dpi and 21 dpi, suggesting that other mechanisms, rather than M1/M2 dichotomy, account for the different activities of microglia in acute and chronic conditions (Marschallinger et al., 2020).”
BackgroundChen, J., Wang, C., Liu, W., et al. (2021) · Angewandte Chemie International Edition · doi:10.1002/anie.202111052 · Cited by 137 · see citing works
Brain macrophage development, diversity and dysregulation in health and disease
Silvin, A., Qian, J., & Ginhoux, F. (2023) · Cellular & Molecular Immunology · doi:10.1038/s41423-023-01053-6 · Cited by 137 · see citing works
Astrocytes in stress accumulate lipid droplets
Smolič, T., Verdev, P. T., Horvat, A., Černe, U., Vasle, A. H., Tratnjek, L., Kreft, M. E., Scholz, N., Matis, M., Petan, T., et al. (2021) · Glia · doi:10.1002/glia.23978 · Cited by 136 · see citing works
“…state (i.e., cancer, neurodegenerative diseases, and ageing), the content of LDs in the CNS is increased, predominantly in glial cells (astrocytes, microglia) and much less in neurons (Bailey et al., 2015; Kis, Barti, Lippai, & Sass, 2015; L. Liu et al., 2015; Marschallinger et al., 2020).”
BackgroundLocal cholesterol metabolism orchestrates remyelination
Berghoff, S. A., Spieth, L., & Saher, G. (2022) · Trends in Neurosciences · doi:10.1016/j.tins.2022.01.001 · Cited by 139 · see citing works
“The altered astrocyte signatures might also contribute to the increasingly compromised clearance of myelin debris by microglia/macrophages in the aging brain [20,66,67].”
BackgroundSenescent glia link mitochondrial dysfunction and lipid accumulation
Byrns, C. N., Perlegos, A. E., Miller, K. N., Jin, Z., Carranza, F. R., Manchandra, P., Beveridge, C. H., Randolph, C. E., Chaluvadi, V. S., Zhang, S., et al. (2024) · Nature · doi:10.1038/s41586-024-07516-8 · Cited by 141 · see citing works
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“Interestingly, genes regulating lipid droplet formation in LDAM were also found upregulated in models of neurodegeneration [56], suggesting that aged microglia may partially share a common signature or acquire a phenotype that might accelerate neurodegeneration.”
BackgroundLipid droplets: a cellular organelle vital in cancer cells
Jin, Y., Tan, Y., Wu, J., & Ren, Z. (2023) · Cell Death Discovery · doi:10.1038/s41420-023-01493-z · Cited by 134 · see citing works
Margeta, M. A., Yin, Z., Madore, C., Pitts, K. M., Letcher, S. M., Tang, J., Jiang, S., Gauthier, C. D., Silveira, S. R., Schroeder, C. M., et al. (2022) · Immunity · doi:10.1016/j.immuni.2022.07.014 · Cited by 130 · see citing works
Fairley, L. H., Lai, K. O., Wong, J. H., Chong, W. J., Vincent, A. S., D’Agostino, G. A., Wu, X., Naik, R. R., Jayaraman, A., Langley, S. R., et al. (2023) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2209177120 · Cited by 127 · see citing works
Planas, A. M. (2024) · Glia · doi:10.1002/glia.24501 · Cited by 133 · see citing works
“Microglia of old mice show basal LD accumulation under steady state, and this phenomenon is associated to microglia dysfunction (Marschallinger et al., 2020).”
BackgroundFlorance, I., Chandrasekaran, N., Gopinath, P. M., & Mukherjee, A. (2022) · Ecotoxicology and Environmental Safety · doi:10.1016/j.ecoenv.2022.113612 · Cited by 132 · see citing works
White matter aging and its impact on brain function
Groh, J., & Simons, M. (2025) · Neuron · doi:10.1016/j.neuron.2024.10.019 · Cited by 124 · see citing works
Xia, D., Lianoglou, S., Sandmann, T., Calvert, M., Suh, J. H., Thomsen, E., Dugas, J., Pizzo, M. E., DeVos, S. L., Earr, T. K., et al. (2022) · Molecular Neurodegeneration · doi:10.1186/s13024-022-00547-7 · Cited by 124 · see citing works
TREM2 regulates microglial lipid droplet formation and represses post-ischemic brain injury
Wei, W., Zhang, L., Xin, W., Pan, Y., Tatenhorst, L., Hao, Z., Gerner, S. T., Huber, S., Juenemann, M., Butz, M., et al. (2024) · Biomedicine & Pharmacotherapy · doi:10.1016/j.biopha.2023.115962 · Cited by 122 · see citing works
Neuroimmune, metabolic and oxidative stress pathways in major depressive disorder
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“Evidence from mice exposed to a high-fat diet indicates increased lipid levels in microglia, which regulate lipid metabolism through phagocytosis 180 ; the excessive lipid uptake can lead to abnormal lipid storage, specifically ‘lipid-droplet-accumulating microglia’ 180,181 , contributing to…”
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“Analysis of neutral lipid puncta number was performed as described 80 .”
MethodMicroglia maintain structural integrity during fetal brain morphogenesis
Lawrence, A. R., Canzi, A., Bridlance, C., Olivié, N., Lansonneur, C., Catale, C., Pizzamiglio, L., Kloeckner, B., Silvin, A., Munro, D. A. D., et al. (2024) · Cell · doi:10.1016/j.cell.2024.01.012 · Cited by 122 · see citing works
Mitochondrial Regulation of Microglial Immunometabolism in Alzheimer’s Disease
Fairley, L. H., Wong, J. H., & Barron, A. M. (2021) · Frontiers in Immunology · doi:10.3389/fimmu.2021.624538 · Cited by 120 · see citing works
“In contrast, LDAMs, which are characterized by lipid droplet accumulation, lipogenesis and reduced FAO, also exhibit impaired phagocytosis (29).”
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“The interaction between α -syn and cellular membranes may facilitate its transformation from benign, soluble forms to toxic, insoluble aggregates (Marschallinger et al., 2020).”
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“The microglia in these models exhibit impaired phagocytosis, elevated reactive oxygen production, and increased cytokine secretion (35).”
Self-citationDecoding microglial immunometabolism: a new frontier in Alzheimer's disease research
Jung, E. S., Choi, H., & Mook-Jung, I. (2025) · Molecular Neurodegeneration · doi:10.1186/s13024-025-00825-0 · Cited by 124 · see citing works
“These microglia exhibit defective phagocytosis, excessive reactive oxygen species (ROS) production, and elevated pro-inflammatory cytokine secretion [65, 167].”
Loss of NPC1 enhances phagocytic uptake and impairs lipid trafficking in microglia
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The aging mouse brain: cognition, connectivity and calcium
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Lipoprotein Lipase Regulates Microglial Lipid Droplet Accumulation
Loving, B. A., Tang, M., Neal, M. C., Gorkhali, S., Murphy, R., Eckel, R. H., & Bruce, K. D. (2021) · Cells · doi:10.3390/cells10020198 · Cited by 105 · see citing works
Han, X., Zhao, S., Song, H., Xu, T., Fang, Q., Hu, G., & Sun, L. (2021) · Redox Biology · doi:10.1016/j.redox.2021.101911 · Cited by 105 · see citing works
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“Lipid-laden microglia trigger oxidative stress and release proinflammatory cytokines (Marschallinger et al., 2020).”
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Cellular senescence, DNA damage, and neuroinflammation in the aging brain
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- Authors
- Marschallinger, J., Iram, T., Zardeneta, M., Lee, S. E., Lehallier, B., Haney, M. S., Pluvinage, J. V., Mathur, V., Hahn, O., Morgens, D. W., Kim, J., Tevini, J., Felder, T. K., Wolinski, H., Bertozzi, C. R., Bassik, M. C., Aigner, L., & Wyss-Coray, T.
- Affiliations
- Paracelsus Medical University (AT)
- Stanford Medicine (US)
- Stanford University (US)
- Howard Hughes Medical Institute (US)
- University of Graz (AT)
- ORCID
- Venue
- Nature Neuroscience
- Published
- 2020-01-20
- Volume
- 23
- Issue
- 2
- Pages
- 194-208
- ISSN
- 1097-6256 (ISSN-L)
- 1546-1726
- PMC
- PMC7595134
- OpenAlex
- W3000061011
- Cited by
- 1,384
- References
- 101
- Citations by year
- 2026: 266 · 2025: 299 · 2024: 263 · 2023: 190 · 2022: 158 · 2021: 141 · 2020: 66
- FWCI
- 45.97
- Type
- journal article
- Language
- en
- Update notices
- Open access
- green
- doi.org
- Locations
- Nature Neuroscience (publishedVersion)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
- PubMed (publishedVersion)
- PubMed Central (submittedVersion)
- Funders
- Austrian Science Fund (T736)
- National Institutes of Health (1dp2hd084069-01)
- National Institute on Aging (AG053015, DP1 AG053015)
- National Human Genome Research Institute (T32HG000044)
- National Institute of General Medical Sciences (R37 GM058867, R01GM058867)
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (DP2 HD084069)
- Topics
- Life Sciences › Neuroscience › Neurology › Neuroinflammation and Neurodegeneration Mechanisms
- Health Sciences › Medicine › Epidemiology › Autophagy in Disease and Therapy
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Aging › Genetics, Aging, and Longevity in Model Organisms
- Keywords
- microglia, lipid droplets, brain aging, neuroinflammation, phagocytosis, reactive oxygen species, inflammatory cytokines, innate immunity, progranulin, gene regulatory networks, neurodegeneration, hippocampus, CRISPR-Cas9 screen, lipid droplet formation
- MeSH terms
- Aging, Animals, Brain, Humans, Inflammation, Lipids, Microglia, Mice
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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