Cited by 1,411Neuroinflammation and Neurodegeneration MechanismsAutophagy in Disease and TherapyGenetics, Aging, and Longevity in Model Organisms

Lipid-droplet-accumulating microglia represent a dysfunctional and proinflammatory state in the aging brain

Open access
Marschallinger, Julia, Iram, Tal, Zardeneta, Macy, Lee, Song E., Lehallier, Benoit, Haney, Michael S., Pluvinage, John V., Mathur, Vidhu +10 more·2020·Nature Neuroscience

Abstract

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.

AI snapshot

Written from the paper’s full text.

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.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1038/s41593-019-0566-1

Cites

99 of 99 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

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)

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  • 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.

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    • 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)

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  • 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)

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  • 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.

    Premisecitation

    In 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)

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  • May combine two claims.

    Premisecitation

    Aged 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)

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Impaired 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 conductcitation

    The 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.

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Lipid 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)

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    • 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.

    Premisecitation

    GRN 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)

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    • 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)

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Oil-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)

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  • May combine two claims.

    Premisecitation

    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 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)

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    • 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).

    Premisecitation

    In 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)

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    Premisecitation

    GRN 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)

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  • Classified as probably not a substantial claim.

    Premisecitation

    Lysosomes 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)

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Metabolic 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)

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Lipid 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.

    Premisecitation

    ACLY 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)

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    Premisecitation

    Several 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)

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    • 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)

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    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 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)

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    • 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).

    Premisecitation

    Lipid 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)

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Lipid-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)

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  • May combine two claims.

    Findingown data

    Almost 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 claim
  • May combine two claims.

    Findingown data

    Phagosome 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 claim
  • May combine two claims.

    Findingown data

    Lipid 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 claim
  • May combine two claims.

    Findingown data

    BV2 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 claim
  • May combine two claims.

    Findingown data

    Production 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 claim
  • May combine two claims.

    Findingown data

    Aged 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 claim
  • May combine two claims.

    Findingown data

    Unsupervised 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 claim
  • May combine two claims.

    Findingown data

    Microglia 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 claim
  • May combine two claims.

    Findingown data

    Lipid 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 claim
  • May combine two claims.

    Findingown data

    Phagosome 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 claim
  • May combine two claims.

    Findingown data

    Only 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 claim
  • May combine two claims.

    Findingown data

    Lipid 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 claim
  • May combine two claims.

    Findingown data

    Lipid 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 claim
  • May combine two claims.

    Findingown data

    sgRNAs 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 claim
  • May combine two claims.

    Findingown data

    LPS 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 claim
  • May combine two claims.

    Findingown data

    Lipidomics 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 claim
  • May combine two claims.

    Findingown data

    sgRNAs 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 claim
  • May combine two claims.

    Findingown data

    LDAM 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 claim
  • May combine two claims.

    Findingreasoning

    Lipid 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 claim
  • May combine two claims.

    Findingown data

    Directionality 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 claim
  • May combine two claims.

    Findingown data

    BODIPY+/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 claim
  • May combine two claims.

    Findingown data

    Lipid 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    ApoE 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 claim
  • Probably not a substantial claim: may not pass S4 (based).

    Findingnone given

    Triacylglycerides (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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    The 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 claim
  • May combine two claims.

    Findingown data

    LPS 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Lipid 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.

    Premisecitation

    Lipid 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.

    Premisecitation

    Myeloid 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 data

    Lipid 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 claim
  • May combine two claims.

    Interpretationown data

    LDAM 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 claim
  • May combine two claims.

    Interpretationown data

    LDAM 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Lipid-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).

    Premisecitation

    Lipid 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 data

    LPS 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 claim
  • May combine two claims.

    Interpretationown data

    LPS-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 claim
  • May combine two claims.

    Interpretationown data

    Lipid 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 claim
  • Classified as probably not a substantial claim.

    Premisecitation

    In 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).

    Premisecitation

    At 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 data

    These 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 claim
  • May combine two claims.

    Interpretationreasoning

    These 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 claim
  • May combine two claims.

    Interpretationown data

    In 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 claim
  • May combine two claims.

    Interpretationown data

    LDAM 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 data

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In 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).

    Premisecitation

    Lipid 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).

    Premisecitation

    In 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).

    Premisecitation

    Lipid 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.

    Premisecitation

    Cholesterol 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.

    Premisecitation

    Engulfment 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.

    Interpretationreasoning

    Microglia 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 claim
  • May combine two claims.

    Interpretationown data

    LDAM 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). The quote only partly states this claim.

    Study design and conductown data

    Data 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 claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    All 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Data 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Data collection was randomized for all experiments.

    “Data collection was randomized for all experiments.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Analyses 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    No sample-size calculations were performed.

    “No sample-size calculations were performed.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Sample 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 claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Six 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 claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    For 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    False 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Experimenters were blinded for imaging and data analysis.

    “Experimenters were blinded for imaging and data analysis.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    All 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Sample 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    After 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
84 of 84
  • 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.”
4 of 4

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 measured
  • Lipid 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 measured
  • The 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 measured
  • Three 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 measured
  • Proper 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

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

    Minor

    The plasma-treatment method specifies 18 hours, but the Extended Data Fig. 4 caption describes the plasma-treated BV2 cells as treated for 12 hours.

  • Young plasma donors have conflicting ages

    Minor

    The plasma collection method says the young donors were 2 months old, while the Extended Data Fig. 4 caption says they were 3 months old.

2 of 2

Cites

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2 of the 101 references couldn’t be matched to a known paper.

Cited by

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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)
Venue
Nature Neuroscience
Published
2020-01-20
Volume
23
Issue
2
Pages
194-208
ISSN
  • 1097-6256 (ISSN-L)
  • 1546-1726
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
Open access
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

About these checks

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.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-13.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-13.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

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