Cited by 69Neuroinflammation and Neurodegeneration MechanismsAlzheimer's disease research and treatmentsAutophagy in Disease and Therapy

Reducing microglial lipid load enhances β amyloid phagocytosis in an Alzheimer’s disease mouse model

Open access
Wu, Xiaoting, Miller, James Alastair, Lee, Bernett Teck Kwong, Wang, Yulan, Ruedl, Christiane·2025·Science Advances

Abstract

Macrophages accumulate lipid droplets (LDs) under stress and inflammatory conditions. Despite the presence of LD-loaded macrophages in many tissues, including the brain, their contribution to neurodegenerative disorders remains elusive. This study investigated the role of lipid metabolism in Alzheimer’s disease (AD) by assessing the contribution of LD-loaded brain macrophages, including microglia and border-associated macrophages (BAMs), in an AD mouse model. Particularly, BAMs and activated CD11c + microglia localized near β amyloid (Aβ) plaques exhibited a pronounced lipid-associated gene signature and a high LD load. Having observed that elevated intracellular LD content correlated inversely with microglial phagocytic activities, we subsequently inhibited LD formation specifically in CX3CR1 + brain macrophages using an inducible APP-KI/ Fit2 i Δ M φ transgenic mouse model. We demonstrated that reducing LD content in microglia and CX3CR1 + BAMs remarkably improved their phagocytic ability. Furthermore, lowering microglial LDs consistently enhanced their efferocytosis capacities and notably reduced Aβ deposition in the brain parenchyma. Therefore, mitigating LD accumulation in brain macrophages provides perspectives for AD treatment.

AI snapshot

Written from the paper’s full text.

TL;DR

In an Alzheimer’s disease mouse model, lipid-droplet load in brain macrophages increases with age and disease and is highest in plaque-associated CD11c+ microglia and CD206+ BAMs. Inducible FIT2 depletion in CX3CR1+ brain macrophages lowers lipid droplets, enhances phagocytosis and efferocytosis, and reduces Aβ deposition.

Key findings

  • Lipid-droplet accumulation in microglia increased with age and AD: LD+ microglia rose from 5% at 2 months to 35% at 6 months in WT mice and from about 10% to 50% in APP-KI mice; with HFD, LD+ microglia reached 60% at 6 months in APP-KI mice. About 65% of lipid-droplet-accumulating microglia were localized near Aβ plaques.
  • scRNA-seq showed that the CD11c+ activated-response microglia cluster was the most abundant in AD brains and was enriched for foam-cell/lipid-associated genes including Plin2, Apoe, Trem2, Lpl, and Cd9; CD206+ BAMs also expressed lipid-metabolism genes such as Plin2, Apoe, Trem2, and Cd36. CD11c+ microglia had higher neutral lipid accumulation than CD11c− microglia.
  • FIT2 depletion in CX3CR1+ brain macrophages reduced the microglial LD area by ~30%, lowered triglyceride levels, increased phagocytosis of E. coli bioparticles and Aβ oligomers in CD11c− and CD11c+ microglia and in MHCIIhi/int BAMs, enhanced efferocytosis of apoptotic N2A cells, and reduced Aβ plaque deposition in cortex and hippocampus. It also reduced pro-inflammatory molecules including Tnfa, Il6, Ccl2, and Ccl4.

Methods

  • Mice: APP-KI AD model crossed with an inducible CX3CR1+ macrophage-specific FIT2-deficient strain (Fit2iΔMφ); FIT2 depletion induced with 4 mg tamoxifen/day for four consecutive days at 2 months of age. Mice were male and fed normal chow or high-fat diet.
  • Data and assays: flow cytometry and cell sorting; BODIPY/LipidSpot lipid-droplet staining; immunofluorescence for Iba-1, Aβ, CD206, and thioflavin S; LC-MS lipidomics; scRNA-seq; qPCR; in vitro phagocytosis with pHrodo E. coli or Aβ oligomers; in vivo methoxy-XO4 Aβ uptake; efferocytosis with apoptotic N2A cells.
  • Analysis: Student’s t test, one-way or two-way ANOVA, with P < 0.05 considered significant.

Limitations

  • The paper states that FIT2-deficient microglia were not entirely devoid of LDs, likely because sterol esters can still contribute to LD formation, and cholesterol ester levels were not markedly affected.
  • The paper states that APP-KI mice show a relatively mild behavioral phenotype, making it difficult to assess behavioral significance; it also notes ongoing debate about Aβ’s role in AD progression and that tau deposition or other misfolded proteins were not tested.
  • The paper states that further studies are needed to identify effective pharmacological interventions targeting LD metabolism and to test clinical implications. Evident from the text: only male mice were used, and investigators were not blind to treatment group.

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

Integrity signals

Registry

Crossref · 10.1126/sciadv.adq6038

Cites

81 of 81 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

76 of 89 cited sources checked · 47 supported · 2 flagged · accuracy not yet measured

  • Premisecitation

    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)”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [11] J. Marschallinger, T. Iram, M. Zardeneta, S. E. Lee, B. Lehallier, M. S. Haney, J. V. Pluvinage, V. Mathur, O. Hahn, D. W. Morgens, J. Kim, J. Tevini, T. K. Felder, H. Wolinski, C. R. Bertozzi, M. C. Bassik, L. Aigner, T. Wyss-Coray, Lipid-droplet-accumulating microglia represent a dysfunctional and proinflammatory state in the aging brain. Nat. Neurosci. 23, 194– 208 (2020). 31959936 PMC7595134 source
  • Premisecitation

    Excessive 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.”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites [11] J. Marschallinger, T. Iram, M. Zardeneta, S. E. Lee, B. Lehallier, M. S. Haney, J. V. Pluvinage, V. Mathur, O. Hahn, D. W. Morgens, J. Kim, J. Tevini, T. K. Felder, H. Wolinski, C. R. Bertozzi, M. C. Bassik, L. Aigner, T. Wyss-Coray, Lipid-droplet-accumulating microglia represent a dysfunctional and proinflammatory state in the aging brain. Nat. Neurosci. 23, 194– 208 (2020). 31959936 PMC7595134 source

      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 measured
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  • Premisecitation

    Microglia play a crucial role in clearing Aβ plaques in the brain during Alzheimer's disease progression.

    “Microglia play a crucial role in clearing Aβ plaques in the brain during AD progression (25, 26).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [25] Z. Yin, D. Raj, N. Saiepour, D. Van Dam, N. Brouwer, I. R. Holtman, B. J. L. Eggen, T. Moller, J. A. Tamm, A. Abdourahman, E. M. Hol, W. Kamphuis, T. A. Bayer, P. P. De Deyn, E. Boddeke, Immune hyperreactivity of Aβ plaque-associated microglia in Alzheimer’s disease. Neurobiol. Aging 55, 115– 122 (2017). 28434692 source
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      The Results section reports that microglia ingest and digest Aβ in organotypic hippocampal slice cultures, and the Discussion describes a beneficial role in clearing Aβ. The paper supports a role in limiting plaque formation in that model, but does not establish that microglia clear existing plaques in the brain during AD progression; its Abstract notes that microglial depletion did not affect plaque load in two in vivo mouse models. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • Findingcitation

    LDAM numbers increase with age.

    “For instance, we confirmed the findings of Marschallinger et al. by showing that LDAM numbers increased with age (11).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [11] J. Marschallinger, T. Iram, M. Zardeneta, S. E. Lee, B. Lehallier, M. S. Haney, J. V. Pluvinage, V. Mathur, O. Hahn, D. W. Morgens, J. Kim, J. Tevini, T. K. Felder, H. Wolinski, C. R. Bertozzi, M. C. Bassik, L. Aigner, T. Wyss-Coray, Lipid-droplet-accumulating microglia represent a dysfunctional and proinflammatory state in the aging brain. Nat. Neurosci. 23, 194– 208 (2020). 31959936 PMC7595134 source
  • Premisecitation

    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).”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [11] J. Marschallinger, T. Iram, M. Zardeneta, S. E. Lee, B. Lehallier, M. S. Haney, J. V. Pluvinage, V. Mathur, O. Hahn, D. W. Morgens, J. Kim, J. Tevini, T. K. Felder, H. Wolinski, C. R. Bertozzi, M. C. Bassik, L. Aigner, T. Wyss-Coray, Lipid-droplet-accumulating microglia represent a dysfunctional and proinflammatory state in the aging brain. Nat. Neurosci. 23, 194– 208 (2020). 31959936 PMC7595134 source
    • cites [13] M. Arbaizar-Rovirosa, J. Pedragosa, J. J. Lozano, C. Casal, A. Pol, M. Gallizioli, A. M. Planas, Aged lipid-laden microglia display impaired responses to stroke. EMBO Mol. Med. 15, e17175 (2023). 36541061 PMC9906381 source
  • May combine two claims. 36
  • Classified as probably not a substantial claim. 46
  • May combine two claims.

    Premisecitation

    TREM2 mutations impair microglial activation and reduce their ability to accumulate lipid droplets in the AD brain.

    “Mutations affecting the TREM2 function impair microglial activation (37) and reduce their ability to accumulate LDs in the AD brain (38).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [37] T. K. Ulland, M. Colonna, TREM2 — A key player in microglial biology and Alzheimer disease. Nat. Rev. Neurol. 14, 667– 675 (2018). 30266932 source
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      The Findings section (page unavailable) reports less total lipid-droplet area in TREM2-R47H microglia in chimeric AD mice, but explicitly says this reflects fewer plaque-associated microglia, not a reduced ability to form lipid droplets. It found no significant difference in the proportion of nearby microglia positive for the lipid-droplet marker PLIN2. (LLM, conf=0.89)

      Checked by a reasoning model — may be wrong.

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

    Premisecitation

    In ischemic brain injury, lipid droplets mitigate the microglial pro-inflammatory response, decrease infarct volume, and improve neurobehavioral performance.

    “In ischemic brain injury, for instance, LDs mitigate the microglial pro-inflammatory response, decrease infarct volume, and improve their neurobehavioral performance (63, 64).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [63] W. Wei, L. Zhang, W. Xin, Y. Pan, L. Tatenhorst, Z. Hao, S. T. Gerner, S. Huber, M. Juenemann, M. Butz, H. B. Huttner, M. Bahr, D. Fitzner, F. Jia, T. R. Doeppner, TREM2 regulates microglial lipid droplet formation and represses post-ischemic brain injury. Biomed. Pharmacother. 170, 115962 (2024). 38042110 source

      The Discussion (page unavailable) says that lipid-droplet accumulation after ischemia may promote neuronal death and inflammatory responses—the opposite of the claimed anti-inflammatory effect. It also links lipid-rich microglia after TREM2 knockdown to severe neurological deficits. The paper attributes protection to TREM2, not to lipid droplets. (LLM, conf=0.88)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
    • cites [64] H. Li, P. Liu, S. Deng, L. Zhu, X. Cao, X. Bao, S. Xia, Y. Xu, B. Zhang, Pharmacological upregulation of microglial lipid droplet alleviates neuroinflammation and acute ischemic brain injury. Inflammation 46, 1832– 1848 (2023). 37450211 PMC10567859 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Microglia form a protective barrier around Aβ plaques to safeguard the brain from their neurotoxic effects.

    “Microglia form a protective barrier around these Aβ plaques to safeguard the brain from their neurotoxic effects (15, 16).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [15] P. Yuan, C. Condello, C. D. Keene, Y. Wang, T. D. Bird, S. M. Paul, W. Luo, M. Colonna, D. Baddeley, J. Grutzendler, TREM2 haplodeficiency in mice and humans impairs the microglia barrier function leading to decreased amyloid compaction and severe axonal dystrophy. Neuron 90, 724– 739 (2016). 27196974 PMC4898967 source
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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The gradual appearance of a highly metabolically active subpopulation of CD11c+ microglia around plaques correlates with Alzheimer's disease progression.

    “The gradual appearance of a highly metabolically active subpopulation of CD11c+ microglia around the plaques correlates with AD progression (14).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [14] H. Keren-Shaul, A. Spinrad, A. Weiner, O. Matcovitch-Natan, R. Dvir-Szternfeld, T. K. Ulland, E. David, K. Baruch, D. Lara-Astaiso, B. Toth, S. Itzkovitz, M. Colonna, M. Schwartz, I. Amit, A unique microglia type associated with restricting development of Alzheimer’s disease. Cell 169, 1276– 1290.e17 (2017). 28602351 source
  • May combine two claims.

    Premisecitation

    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)”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [11] J. Marschallinger, T. Iram, M. Zardeneta, S. E. Lee, B. Lehallier, M. S. Haney, J. V. Pluvinage, V. Mathur, O. Hahn, D. W. Morgens, J. Kim, J. Tevini, T. K. Felder, H. Wolinski, C. R. Bertozzi, M. C. Bassik, L. Aigner, T. Wyss-Coray, Lipid-droplet-accumulating microglia represent a dysfunctional and proinflammatory state in the aging brain. Nat. Neurosci. 23, 194– 208 (2020). 31959936 PMC7595134 source
  • Classified as probably not a substantial claim.

    Premisecitation

    Microglia in neurodegenerative diseases such as Alzheimer's disease express diverse genes associated with lipid homeostasis and LD accumulation, including Apoe, Lpl, and Trem2.

    “The microglia expressed diverse genes associated with lipid homeostasis and LD accumulation, including apolipoprotein E (Apoe), lipoprotein lipase (Lpl), and triggering receptor expressed on myeloid cells 2 (Trem2) (14).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [14] H. Keren-Shaul, A. Spinrad, A. Weiner, O. Matcovitch-Natan, R. Dvir-Szternfeld, T. K. Ulland, E. David, K. Baruch, D. Lara-Astaiso, B. Toth, S. Itzkovitz, M. Colonna, M. Schwartz, I. Amit, A unique microglia type associated with restricting development of Alzheimer’s disease. Cell 169, 1276– 1290.e17 (2017). 28602351 source

      The Results report that Apoe, Lpl, and Trem2 expression increases as microglia transition toward a disease-associated state in an Alzheimer’s mouse model; the Discussion links that state to lipid-metabolism pathways. Our copy does not establish that these genes are associated with lipid-droplet (LD) accumulation. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Perturbations in microglial activity, often associated with aging, can affect the effective clearance of neuron-derived Aβ fibrils, leading to increased plaque formation and progression of cognitive and behavioral impairments.

    “However, perturbations in microglial activity, often associated with aging, can affect the effective clearance of these neuron-derived Aβ fibrils, leading to increased plaque formation and the progression of cognitive and behavioral impairments (17–20).”
    Quote in the paperSubstantial claim4 of 4 sources checked
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      In “Effect of microglia on Aβ pathology” (page unavailable), the review says aging-related increases in microglial NgR impair Aβ clearance, while NgR-deficient AD mice have lower amyloid burden and improved cognition. This supports the main relationship, but the passage does not identify the cleared Aβ as neuron-derived fibrils or establish progression of behavioral impairments. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [18] K. I. Mosher, T. Wyss-Coray, Microglial dysfunction in brain aging and Alzheimer’s disease. Biochem. Pharmacol. 88, 594– 604 (2014). 24445162 PMC3972294 source

      Section 4.5 (Phagocytosis; page unavailable) reports that aged microglia take up less Aβ and that microglial clearance becomes less efficient in later disease stages. But section 4.6 (Proteostasis; page unavailable) treats protection through Aβ clearance as an assumption and cites a mouse study in which microglial ablation did not change plaque deposition. The paper does not establish the claimed chain from impaired clearance of neuron-derived Aβ fibrils to increased plaques and progressive cognitive and behavioral impairments. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
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      The Introduction says microglia can take up fibrillar Aβ, and the Results show that impaired phagocytosis coincides with plaque deposition in Alzheimer-like mice. But the paper does not establish that impaired clearance causes increased plaque formation or cognitive and behavioral decline. Its Discussion also argues against aging-related microglial senescence as the main cause of the dysfunction observed here. Page numbers are unavailable in our copy. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
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      The Results and Discussion (pages not specified in our copy) report that aged microglia internalize less Aβ42 and propose that this could leave more Aβ available for plaque formation. The tested Aβ42 preparation contained several forms, including likely fibrils; the paper does not establish reduced clearance of fibrils specifically or link the proposed plaque increase to progression of cognitive and behavioral impairments. (LLM, conf=0.87)

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

    Premisecitation

    LD accumulation in macrophages is associated with inflammatory conditions, infectious diseases, and cancer.

    “LD accumulation in macrophages is associated with several inflammatory conditions (e.g., atherosclerosis) (4, 5), infectious diseases (e.g., mycobacterial infections) (6, 7), and cancer (8, 9).”
    Quote in the paperNot a substantial claim5 of 6 sources checked
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  • Classified as probably not a substantial claim.

    Premisecitation

    FIT2 plays a key role in LD biogenesis by facilitating LD formation from the endoplasmic reticulum.

    “FIT2, a ubiquitously expressed protein, plays a key role in LD biogenesis by facilitating LD formation from the endoplasmic reticulum (1).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [1] J. A. Olzmann, P. Carvalho, Dynamics and functions of lipid droplets. Nat. Rev. Mol. Cell Biol. 20, 137– 155 (2019). 30523332 PMC6746329 source

      The Lipid droplet budding section (page unavailable) identifies FIT2 as an ER membrane protein and says FIT proteins facilitate lipid-droplet budding from the ER; FIT2 mutants also fail to restore proper budding. The copy does not establish the citing sentence’s additional description of FIT2 as ubiquitously expressed. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Some microglial activation states in neurodegenerative disease are enriched in genes involved in lipid and lipoprotein metabolism.

    “Recent scRNA-seq studies have identified distinct states of microglial activation in brains affected by neurogenerative disease; some of these activation states were characterized by the enrichment in genes involved in lipid and lipoprotein metabolism (14, 32), indicating a close relationship between lipid metabolism and microglial activation.”
    Quote in the paperNot a substantial claim2 of 2 sources checked
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      The Discussion (page unavailable) reports that activated-response microglia (ARMs) induce Apoe expression up to 27-fold, supporting a link between this activation state and an apolipoprotein gene. The Results identify distinct microglial states, but our copy does not report enrichment of lipid- and lipoprotein-metabolism gene sets in those states. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim.

    Premisecitation

    Brain microglia can increase their intracellular lipid content by assimilating lipids from their environment.

    “Brain microglia can increase their intracellular lipid content (33) by assimilating lipids (e.g., myelin debris) from their environment (34).”
    Quote in the paperSubstantial claim2 of 2 sources checked
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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Microglial efferocytosis relies on features of phagocytosis such as recognition, engulfment, digestion, and disposal of apoptotic cells and waste.

    “Microglial efferocytosis relies on many features of phagocytosis such as the ability to recognize, engulf, digest, and dispose of apoptotic cells and other cellular waste materials (29).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Microglia clear apoptotic cells via efferocytosis, contributing to brain homeostasis.

    “Microglia also contribute to the maintenance of brain homeostasis by clearing apoptotic cells in the brain via efferocytosis (27–29).”
    Quote in the paperNot a substantial claim3 of 3 sources checked
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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Microglia contribute crucially to brain homeostasis during aging and neurodegeneration.

    “Numerous studies have highlighted the crucial contribution of microglia to brain homeostasis during aging and neurodegeneration (17, 18, 28, 30).”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites [17] C. Gao, J. Jiang, Y. Tan, S. Chen, Microglia in neurodegenerative diseases: mechanism and potential therapeutic targets. Signal Transduct. Target Ther. 8, 359 (2023). 37735487 PMC10514343 source
    • cites [18] K. I. Mosher, T. Wyss-Coray, Microglial dysfunction in brain aging and Alzheimer’s disease. Biochem. Pharmacol. 88, 594– 604 (2014). 24445162 PMC3972294 source
    • cites [28] M. Colonna, O. Butovsky, Microglia function in the central nervous system during health and neurodegeneration. Annu. Rev. Immunol. 35, 441– 468 (2017). 28226226 PMC8167938 source
  • May combine two claims.

    Premisecitation

    Phagocytosis is the major mechanism for Aβ aggregate clearance in the brain, with microglia as the main effector cells for engulfing and degrading Aβ.

    “Phagocytosis is the major mechanism contributing to Aβ aggregate clearance in the brain, with microglia serving as the main effector cells for engulfing and degrading Aβ (30).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [30] J. Miao, H. Ma, Y. Yang, Y. Liao, C. Lin, J. Zheng, M. Yu, J. Lan, Microglia in Alzheimer’s disease: Pathogenesis, mechanisms, and therapeutic potentials. Front. Aging Neurosci. 15, 1201982 (2023). 37396657 PMC10309009 source

      Section 4 says microglial phagocytosis is essential for clearing Aβ deposits and describes microglia engulfing Aβ. Section 4.4 also describes other clearance routes and cells, but does not establish that phagocytosis is the major clearance mechanism or that microglia are the main effector cells. Page numbers were not available in our copy. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Microglia near Aβ plaques remove Aβ aggregates via TREM2 and other phagocytic receptors, providing a protective barrier that limits plaque formation.

    “By removing Aβ aggregates via TREM2 and other phagocytic receptors (e.g., AXL), the microglia located near Aβ plaques provide a protective barrier that limits plaque formation (14).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [14] H. Keren-Shaul, A. Spinrad, A. Weiner, O. Matcovitch-Natan, R. Dvir-Szternfeld, T. K. Ulland, E. David, K. Baruch, D. Lara-Astaiso, B. Toth, S. Itzkovitz, M. Colonna, M. Schwartz, I. Amit, A unique microglia type associated with restricting development of Alzheimer’s disease. Cell 169, 1276– 1290.e17 (2017). 28602351 source

      The Results report Aβ-containing phagocytic microglia clustered near plaques, and the Discussion says full activation of their phagocytic program depends on TREM2. The paper describes these cells as potentially protective, but our copy does not establish that they form a barrier that limits plaque formation or that AXL mediates the claimed removal. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    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).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [11] J. Marschallinger, T. Iram, M. Zardeneta, S. E. Lee, B. Lehallier, M. S. Haney, J. V. Pluvinage, V. Mathur, O. Hahn, D. W. Morgens, J. Kim, J. Tevini, T. K. Felder, H. Wolinski, C. R. Bertozzi, M. C. Bassik, L. Aigner, T. Wyss-Coray, Lipid-droplet-accumulating microglia represent a dysfunctional and proinflammatory state in the aging brain. Nat. Neurosci. 23, 194– 208 (2020). 31959936 PMC7595134 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Lipid droplet accumulation in macrophages occurs in lipid-rich microenvironments in the periphery.

    “LD accumulation in macrophages has also been documented in lipid-rich microenvironments in the peripheral, such as atherosclerosis plaques (5), white adipose tissue (10), and tumors (9).”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites [5] C. Cochain, E. Vafadarnejad, P. Arampatzi, J. Pelisek, H. Winkels, K. Ley, D. Wolf, A. E. Saliba, A. Zernecke, Single-cell RNA-seq reveals the transcriptional landscape and heterogeneity of aortic macrophages in murine atherosclerosis. Circ. Res. 122, 1661– 1674 (2018). 29545365 source
    • cites [10] Q. Chen, S. M. Lai, S. Xu, Y. Tan, K. Leong, D. Liu, J. C. Tan, R. R. Naik, A. M. Barron, S. S. Adav, J. Chen, S. Z. Chong, L. G. Ng, C. Ruedl, Resident macrophages restrain pathological adipose tissue remodeling and protect vascular integrity in obese mice. EMBO Rep. 22, e52835 (2021). 34196465 PMC8339675 source
    • cites [9] G. Marelli, N. Morina, F. Portale, M. Pandini, M. Iovino, G. D. Conza, P.-C. Ho, D. D. Mitri, Lipid-loaded macrophages as new therapeutic target in cancer. J. Immunother. Cancer 10, e004584 (2022). 35798535 PMC9263925 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Intracellular lipid droplets within macrophages are transported to lysosomes for enzymatic degradation via lipophagy.

    “Intracellular LDs within macrophages are transported to lysosomes for enzymatic degradation in a process called lipophagy (48).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [48] K. Liu, M. J. Czaja, Regulation of lipid stores and metabolism by lipophagy. Cell Death Differ. 20, 3– 11 (2013). 22595754 PMC3524634 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Abnormal sphingolipid levels are linked to neuroinflammatory disorders.

    “These abnormal changes in sphingolipid levels have been closely linked to neuroinflammatory disorders, as they play a crucial role in cell signaling and are, therefore, frequently discussed as potential therapeutic targets (45, 46).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [45] X. Wang, H. Li, Y. Sheng, B. He, Z. Liu, W. Li, S. Yu, J. Wang, Y. Zhang, J. Chen, L. Qin, X. Meng, The function of sphingolipids in different pathogenesis of Alzheimer’s disease: A comprehensive review. Biomed. Pharmacother. 171, 116071 (2024). 38183741 source
    • cites [46] J. Y. Lee, H. K. Jin, J. S. Bae, Sphingolipids in neuroinflammation: A potential target for diagnosis and therapy. BMB Rep. 53, 28– 34 (2020). 31818364 PMC6999823 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Aged 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).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [11] J. Marschallinger, T. Iram, M. Zardeneta, S. E. Lee, B. Lehallier, M. S. Haney, J. V. Pluvinage, V. Mathur, O. Hahn, D. W. Morgens, J. Kim, J. Tevini, T. K. Felder, H. Wolinski, C. R. Bertozzi, M. C. Bassik, L. Aigner, T. Wyss-Coray, Lipid-droplet-accumulating microglia represent a dysfunctional and proinflammatory state in the aging brain. Nat. Neurosci. 23, 194– 208 (2020). 31959936 PMC7595134 source

      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 measured
    • cites [63] W. Wei, L. Zhang, W. Xin, Y. Pan, L. Tatenhorst, Z. Hao, S. T. Gerner, S. Huber, M. Juenemann, M. Butz, H. B. Huttner, M. Bahr, D. Fitzner, F. Jia, T. R. Doeppner, TREM2 regulates microglial lipid droplet formation and represses post-ischemic brain injury. Biomed. Pharmacother. 170, 115962 (2024). 38042110 source

      The Discussion reports increased cholesterol in mouse brains after ischemia with TREM2 knockdown and impaired cholesterol clearance in microglia. Citation (63) is attached only to the cholesterol clause, not the earlier ganglioside claim. The source studies microglia, not macroglia, and does not establish high cholesterol as a general characteristic of macroglia in ischemic stroke. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S2 (checkable).

    Premisecitation

    Restoring microglial phagocytosis is therapeutically important.

    “Many studies have underscored the therapeutic importance of restoring microglial phagocytosis (54–56).”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites [54] Y. Yoo, G. Neumayer, Y. Shibuya, M. M.-D. Mader, M. Wernig, A cell therapy approach to restore microglial Trem2 function in a mouse model of Alzheimer’s disease. Cell Stem Cell 30, 1043– 1053.e6 (2023). 37541210 source
    • cites [55] K. Biber, Reestablishing microglia function: Good news for Alzheimer’s therapy? EMBO J. 36, 565– 567 (2017). 28213481 PMC5331753 source
    • cites [56] M. R. P. Elmore, L. A. Hohsfield, E. A. Kramar, L. Soreq, R. J. Lee, S. T. Pham, A. R. Najafi, E. E. Spangenberg, M. A. Wood, B. L. West, K. N. Green, Replacement of microglia in the aged brain reverses cognitive, synaptic, and neuronal deficits in mice. Aging Cell 17, e12832 (2018). 30276955 PMC6260908 source

      The Introduction (page unavailable) describes impaired phagocytosis as an age-related microglial change and suggests that microglial replacement may benefit impaired brain function. The Results (page unavailable) report improved spatial memory after replacement in aged mice, but do not show that phagocytosis was restored or that its restoration produced the benefit. The paper therefore supports the therapeutic potential of microglial replacement, not the specific claim about restoring phagocytosis. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Tlr2 participates in Aβ recognition in the brains of AD model mice.

    “Moreover, we found that genes encoding Toll-like receptors (TLRs) such as Tlr2, which participates in Aβ recognition in the brains of AD model mice (40, 41), were up-regulated in the CD11c+ microglia.”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [40] C. L. McDonald, E. Hennessy, A. Rubio-Araiz, B. Keogh, W. McCormack, P. McGuirk, M. Reilly, M. A. Lynch, Inhibiting TLR2 activation attenuates amyloid accumulation and glial activation in a mouse model of Alzheimer’s disease. Brain Behav. Immun. 58, 191– 200 (2016). 27422717 source
    • cites [41] C. Hughes, M. L. Choi, J. H. Yi, S. C. Kim, A. Drews, P. S. George-Hyslop, C. Bryant, S. Gandhi, K. Cho, D. Klenerman, Beta amyloid aggregates induce sensitised TLR4 signalling causing long-term potentiation deficit and rat neuronal cell death. Commun. Biol. 3, 79 (2020). 32071389 PMC7028984 source

      The Introduction describes TLR2 as a pattern-recognition receptor in a discussion of Aβ-induced inflammation, but does not establish that it recognizes Aβ in AD-model mouse brains. In Results (Fig. 1), Aβ-induced cytokine responses persisted in TLR2-knockout macrophages but not TLR4-knockout macrophages. The cited paper therefore does not support the claim’s specific setting or demonstrate the proposed TLR2 role there. (LLM, conf=0.79)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    DGAT2 inhibitors attenuate triglyceride formation and lipid droplet accumulation and increase Aβ phagocytosis in microglia.

    “A similar increase in Aβ phagocytosis was observed in microglia treated with DGAT2 inhibitors, which attenuate TG formation and LD accumulation (39).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [39] P. Prakash, P. Manchanda, E. Paouri, K. Bisht, K. Sharma, P. R. Wijewardhane, C. E. Randolph, M. G. Clark, J. Fine, E. A. Thayer, A. Crockett, N. Gasmi, S. Stanko, R. A. Prayson, C. Zhang, D. Davalos, G. Chopra, Amyloid β induces lipid droplet-mediated microglial dysfunction in Alzheimer’s disease. bioRxiv 543525 [Preprint]. 6 June 2023. 10.1101/2023.06.04.543525. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Primary microglia undergo profound lipidome perturbations to promote lipid droplet formation upon exposure to Aβ aggregates.

    “A recent study demonstrated that primary microglia undergo profound lipidome perturbations to promote LD formation upon exposure to Aβ aggregates (39).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [39] P. Prakash, P. Manchanda, E. Paouri, K. Bisht, K. Sharma, P. R. Wijewardhane, C. E. Randolph, M. G. Clark, J. Fine, E. A. Thayer, A. Crockett, N. Gasmi, S. Stanko, R. A. Prayson, C. Zhang, D. Davalos, G. Chopra, Amyloid β induces lipid droplet-mediated microglial dysfunction in Alzheimer’s disease. bioRxiv 543525 [Preprint]. 6 June 2023. 10.1101/2023.06.04.543525. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    TLR2 inhibition mitigates lipopolysaccharide-induced lipid accumulation in hepatic cells.

    “In accordance, TLR2 inhibition has been shown to markedly mitigate lipopolysaccharide-induced lipid accumulation in hepatic cells (42).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [42] L. Zhang, Z. Xie, H. Yu, H. Du, X. Wang, J. Cai, Y. Qiu, R. Chen, X. Jiang, Z. Liu, Y. Li, T. Chen, TLR2 inhibition ameliorates the amplification effect of LPS on lipid accumulation and lipotoxicity in hepatic cells. Ann. Transl. Med. 9, 1429 (2021). 34733981 PMC8506759 source

      The Results section reports that TLR2 inhibition markedly reduced lipid accumulation in palmitic-acid-treated L02 hepatic cells when LPS amplified that accumulation. The claim omits the palmitic-acid condition and can imply an effect on LPS-induced accumulation alone; the Results found no significant effect of TLR2 inhibition in cells treated with LPS alone. No page number is available in our copy. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    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).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [11] J. Marschallinger, T. Iram, M. Zardeneta, S. E. Lee, B. Lehallier, M. S. Haney, J. V. Pluvinage, V. Mathur, O. Hahn, D. W. Morgens, J. Kim, J. Tevini, T. K. Felder, H. Wolinski, C. R. Bertozzi, M. C. Bassik, L. Aigner, T. Wyss-Coray, Lipid-droplet-accumulating microglia represent a dysfunctional and proinflammatory state in the aging brain. Nat. Neurosci. 23, 194– 208 (2020). 31959936 PMC7595134 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    BAMs may adopt harmful activation profiles with aging and worsening amyloidosis or tauopathy, contributing to excessive synaptic pruning and neuronal dysfunction.

    “However, as aging progresses and amyloidosis and/or tauopathy worsen, BAMs may adopt harmful activation profiles that exacerbate microglial overactivation, contributing to excessive synaptic pruning and neuronal dysfunction (65).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [65] S. De Schepper, J. Z. Ge, G. Crowley, L. S. S. Ferreira, D. Garceau, C. E. Toomey, D. Sokolova, J. Rueda-Carrasco, S. H. Shin, J. S. Kim, T. Childs, T. Lashley, J. J. Burden, M. Sasner, C. Sala Frigerio, S. Jung, S. Hong, Perivascular cells induce microglial phagocytic states and synaptic engulfment via SPP1 in mouse models of Alzheimer’s disease. Nat. Neurosci. 26, 406– 415 (2023). 36747024 PMC9991912 source

      The Results section ('SPP1 drives microglial engulfment of synapses in AD context'; page unavailable) links perivascular SPP1 to microglial synaptic engulfment and synapse loss in amyloid-model mice. The cited passages do not establish that BAMs broadly adopt harmful profiles as aging or tauopathy progresses, or demonstrate the claimed neuronal dysfunction. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The initial neuroprotective effect of lipid droplets after injury may gradually become detrimental over time.

    “Moreover, the initial neuroprotective effect of LDs after injury may gradually become detrimental over time (13).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [13] M. Arbaizar-Rovirosa, J. Pedragosa, J. J. Lozano, C. Casal, A. Pol, M. Gallizioli, A. M. Planas, Aged lipid-laden microglia display impaired responses to stroke. EMBO Mol. Med. 15, e17175 (2023). 36541061 PMC9906381 source
  • May combine two claims.

    Interpretationcitation

    In the AD brain, chronic and Aβ-induced inflammation promotes a sustained metabolic shift from mitochondrial oxidative phosphorylation to glycolysis, resulting in excessive lipid droplet formation and accumulation within microglia.

    “Thus, in the AD brain, chronic and Aβ-induced inflammation could promote a sustained metabolic shift from mitochondrial oxidative phosphorylation to glycolysis (44), resulting in the excessive formation and accumulation of LDs within microglia.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [44] L. H. Fairley, J. H. Wong, A. M. Barron, Mitochondrial regulation of microglial immunometabolism in Alzheimer’s disease. Front. Immunol. 12, 624538 (2021). 33717134 PMC7947196 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    TREM2 binds to various lipid ligands to mediate lipid sensing and uptake.

    “TREM2 binds to various lipid ligands, such as APOE particles (main cholesterol carriers in the brain) and myelin debris, to mediate lipid sensing and uptake (36).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [36] R. Y. Li, Q. Qin, H. C. Yang, Y. Y. Wang, Y. X. Mi, Y. S. Yin, M. Wang, C. J. Yu, Y. Tang, TREM2 in the pathogenesis of AD: A lipid metabolism regulator and potential metabolic therapeutic target. Mol. Neurodegener. 17, 40 (2022). 35658903 PMC9166437 source
  • May combine two claims.

    Premisecitation

    Depletion of brain and leptomeningeal BAMs in 5xFAD mice compromises glymphatic function and increases Aβ burden, suggesting a protective role of BAMs.

    “Depletion of brain and leptomeningeal BAMs in 5xFAD mice has been shown to compromise the glymphatic function and increase Aβ burden in the brain (23), suggesting a protective role of BAMs in maintaining brain functions induced by Aβ accumulation and deposition.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [23] A. Drieu, S. Du, S. E. Storck, J. Rustenhoven, Z. Papadopoulos, T. Dykstra, F. Zhong, K. Kim, S. Blackburn, T. Mamuladze, O. Harari, C. M. Karch, R. J. Bateman, R. Perrin, M. Farlow, J. Chhatwal, Dominantly Inherited Alzheimer Network, S. Hu, G. J. Randolph, I. Smirnov, J. Kipnis, Parenchymal border macrophages regulate the flow dynamics of the cerebrospinal fluid. Nature 611, 585– 593 (2022). 36352225 PMC9899827 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In vivo loss of FIT2 in adipocytes and pancreatic β cells results in failed lipid droplet formation.

    “The in vivo loss of FIT2 in adipocytes and pancreatic β cells also resulted in failed LD formation (24, 59).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [24] D. A. Miranda, J.-H. Kim, L. N. Nguyen, W. Cheng, B. C. Tan, V. J. Goh, J. S. Y. Tan, J. Yaligar, B. P. Kn, S. S. Velan, H. Wang, D. L. Silver, Fat storage-inducing transmembrane protein 2 is required for normal fat storage in adipose tissue. J. Biol. Chem. 289, 9560– 9572 (2014). 24519944 PMC3975007 source
    • cites [59] X. Zheng, Q. W. C. Ho, M. Chua, O. Stelmashenko, X. Y. Yeo, S. Muralidharan, F. Torta, E. G. Y. Chew, M. M. Lian, J. N. Foo, S. Jung, S. H. Wong, N. S. Tan, N. Tong, G. A. Rutter, M. R. Wenk, D. L. Silver, P.-O. Berggren, Y. Ali, Destabilization of β Cell FIT2 by saturated fatty acids alter lipid droplet numbers and contribute to ER stress and diabetes. Proc. Natl. Acad. Sci. U.S.A. 119, e2113074119 (2022). 35254894 PMC8931238 source

      The Results section (“Palmitate and Stearate Reduce β Cell FIT2 Protein Levels”; page not provided) reports that β-cell-specific FIT2 deletion in mice significantly reduced lipid droplet numbers in islets. It does not show that droplet formation failed altogether. The adipocyte portion of the sentence has another citation; this paper’s experiment concerns β cells. (LLM, conf=0.86)

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

    Premisecitation

    FIT2 overexpression promotes lipid droplet accumulation in HEK293 cells, while FIT2 knockdown reduces triglyceride levels and lipid droplet accumulation in mouse adipocytes.

    “For instance, in vitro FIT2 overexpression promoted LD accumulation in human embryonic kidney 293 cells, while FIT2 knockdown reduced TG levels and LD accumulation in mouse adipocytes (58).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [58] B. Kadereit, P. Kumar, W. J. Wang, D. Miranda, E. L. Snapp, N. Severina, I. Torregroza, T. Evans, D. L. Silver, Evolutionarily conserved gene family important for fat storage. Proc. Natl. Acad. Sci. U.S.A. 105, 94– 99 (2008). 18160536 PMC2224239 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Reversing the lipid-laden phenotype of tumoral macrophages suppresses gastric cancer development.

    “In line with this proposed strategy, reversing the lipid-laden phenotype of tumoral macrophages has already been successfully used to suppress the development of gastric cancer (62).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [62] Q. Luo, N. Zheng, L. Jiang, T. Wang, P. Zhang, Y. Liu, P. Zheng, W. Wang, G. Xie, L. Chen, D. Li, P. Dong, X. Yuan, L. Shen, Lipid accumulation in macrophages confers protumorigenic polarization and immunity in gastric cancer. Cancer Sci. 111, 4000– 4011 (2020). 32798273 PMC7648032 source

      The Results section reports that PI3K-γ inhibition reduced lipid accumulation in tumor-associated macrophages and significantly delayed tumor growth in an MFC gastric cancer mouse model. This supports a preclinical effect, but the citing sentence's suggestion that the strategy has already been successfully used to suppress gastric cancer development is broader than the demonstrated mouse-model result; the Discussion describes clinical use as a future prospect. (LLM, conf=0.86)

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

    Premisecitation

    BAMs control the neurovasculature by mediating arterial motion and driving cerebrospinal fluid flow.

    “In addition, BAMs control the neurovasculature, for instance, by mediating arterial motion and driving the flow of cerebrospinal fluid (23).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [23] A. Drieu, S. Du, S. E. Storck, J. Rustenhoven, Z. Papadopoulos, T. Dykstra, F. Zhong, K. Kim, S. Blackburn, T. Mamuladze, O. Harari, C. M. Karch, R. J. Bateman, R. Perrin, M. Farlow, J. Chhatwal, Dominantly Inherited Alzheimer Network, S. Hu, G. J. Randolph, I. Smirnov, J. Kipnis, Parenchymal border macrophages regulate the flow dynamics of the cerebrospinal fluid. Nature 611, 585– 593 (2022). 36352225 PMC9899827 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductcitation

    Cells with gene counts above the 99th percentile or with unique genes below the first percentile are more likely to be dead cells or doublets, respectively, and were therefore excluded from further analysis.

    “Cells with gene counts above the 99th percentile or with unique genes below the first percentile are more likely to be dead cells or doublets, respectively, and were therefore excluded from further analysis (80).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [80] A. S. Bais, D. Kostka, scds: Computational annotation of doublets in single-cell RNA sequencing data. Bioinformatics 36, 1150– 1158 (2020). 31501871 PMC7703774 source

      The Methods (§2.4) describe filtering barcodes by experimental doublet annotations, while the Discussion (§4) describes using doublet scores as one factor in deciding which cells to exclude. Searches for the 99th and first percentiles, dead cells, and high or low per-cell gene counts found no passage supporting the claimed thresholds or their stated associations. (LLM, conf=0.76)

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

    Premisecitation

    The dura mater is the epicenter of immune surveillance in the brain, where macrophages present antigens to T cells to induce immune responses.

    “The dura mater is considered the epicenter of immune surveillance in the brain, where macrophages present antigens to T cells to induce immune responses (66).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [66] J. Rustenhoven, A. Drieu, T. Mamuladze, K. A. de Lima, T. Dykstra, M. Wall, Z. Papadopoulos, M. Kanamori, A. F. Salvador, W. Baker, M. Lemieux, S. D. Mesquita, A. Cugurra, J. Fitzpatrick, S. Sviben, R. Kossina, P. Bayguinov, R. R. Townsend, Q. Zhang, P. Erdmann-Gilmore, I. Smirnov, M.-B. Lopes, J. Herz, J. Kipnis, Functional characterization of the dural sinuses as a neuroimmune interface. Cell 184, 1000– 1016.e27 (2021). 33508229 PMC8487654 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    FIT2 is primarily involved in triglyceride-mediated lipid droplet development.

    “Since FIT2 is primarily involved in TG-mediated LD development (58), sterol esters might still contribute to LD formation without this FIT isoform.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [58] B. Kadereit, P. Kumar, W. J. Wang, D. Miranda, E. L. Snapp, N. Severina, I. Torregroza, T. Evans, D. L. Silver, Evolutionarily conserved gene family important for fat storage. Proc. Natl. Acad. Sci. U.S.A. 105, 94– 99 (2008). 18160536 PMC2224239 source
  • May combine two claims.

    Premisecitation

    Lipid 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).”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites [9] G. Marelli, N. Morina, F. Portale, M. Pandini, M. Iovino, G. D. Conza, P.-C. Ho, D. D. Mitri, Lipid-loaded macrophages as new therapeutic target in cancer. J. Immunother. Cancer 10, e004584 (2022). 35798535 PMC9263925 source

      The 'Lipid accumulation in tumor-associated macrophages' section describes lipid droplets in macrophages but does not link them to increased ROS production. The ROS passage in Figure 2 concerns CD4+ T cells, not macrophages. I searched for ROS, reactive oxygen species, and lipid droplets in macrophages; neurovascular dysfunction is attached to a different citation in the citing sentence. (LLM, conf=0.72)

      Experimental — accuracy not yet measured
    • cites [11] J. Marschallinger, T. Iram, M. Zardeneta, S. E. Lee, B. Lehallier, M. S. Haney, J. V. Pluvinage, V. Mathur, O. Hahn, D. W. Morgens, J. Kim, J. Tevini, T. K. Felder, H. Wolinski, C. R. Bertozzi, M. C. Bassik, L. Aigner, T. Wyss-Coray, Lipid-droplet-accumulating microglia represent a dysfunctional and proinflammatory state in the aging brain. Nat. Neurosci. 23, 194– 208 (2020). 31959936 PMC7595134 source

      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 measured
    • cites [67] G. Faraco, Y. Sugiyama, D. Lane, L. Garcia-Bonilla, H. Chang, M. M. Santisteban, G. Racchumi, M. Murphy, N. Van Rooijen, J. Anrather, C. Iadecola, Perivascular macrophages mediate the neurovascular and cognitive dysfunction associated with hypertension. J. Clin. Invest. 126, 4674– 4689 (2016). 27841763 PMC5127678 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Excessive lipid droplet accumulation in macrophages weakens their antigen-presenting activity.

    “Excessive LD accumulation within macrophages has been reported to weaken their antigen-presenting activity (43), which could result in the dysregulation of brain homeostasis.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [43] C. Lauro, C. Limatola, Metabolic reprograming of microglia in the regulation of the innate inflammatory response. Front. Immunol. 11, 493 (2020). 32265936 PMC7099404 source

      The Introduction section “Microglia Phenotypes and Metabolic States” mentions lipid droplets only in glucose-deprived microglia, as a possible sign of alternative fuel use. Searches for lipid droplets, lipid accumulation, and antigen presentation found no passage linking excessive lipid droplets in macrophages to weakened antigen-presenting activity. Page numbers were unavailable in our copy. (LLM, conf=0.75)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Lipid droplet-mediated impairment of BAM phagocytosis may lead to insufficient waste clearance, causing excessive deposition of debris such as Aβ.

    “Moreover, the LD-mediated impairment of BAM phagocytosis may also lead to insufficient waste clearance at the brain interface and in the perivascular space, causing the excessive deposition of debris, such as Aβ (68, 69).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [68] C. A. Hawkes, J. McLaurin, Selective targeting of perivascular macrophages for clearance of β-amyloid in cerebral amyloid angiopathy. Proc. Natl. Acad. Sci. U.S.A. 106, 1261– 1266 (2009). 19164591 PMC2633563 source
    • cites [69] K. Uekawa, Y. Hattori, S. J. Ahn, J. Seo, N. Casey, A. Anfray, P. Zhou, W. Luo, J. Anrather, L. Park, C. Iadecola, Border-associated macrophages promote cerebral amyloid angiopathy and cognitive impairment through vascular oxidative stress. Mol. Neurodegener. 18, 73 (2023). 37789345 PMC10548599 source

      The Discussion (page unavailable) links BAM-generated oxidative stress and neurovascular dysfunction to impaired perivascular Aβ clearance and accumulation. The Methods describe BAM phagocytosis of dextran, but the paper does not link lipid droplets or impaired BAM phagocytosis to Aβ deposition; it proposes a vascular mechanism instead. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Findingown data

    HFD slightly exacerbated the age-related increase in LD accumulation, particularly in APP-KI mice, with LD+ microglial frequency reaching 60% at 6 months.

    “Notably, HFD slightly exacerbated the age-related increase in LD accumulation, particularly in the APP-KI mice, as the LD+ microglial frequency reached 60% at 6 months in these animals (Fig. 1C and fig. S2).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Lowering microglial LDs enhanced their efferocytosis capacities and reduced Aβ deposition in the brain parenchyma.

    “Furthermore, lowering microglial LDs consistently enhanced their efferocytosis capacities and notably reduced Aβ deposition in the brain parenchyma.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The APP-KI mouse model recapitulates Alzheimer's disease sufficiently for conclusions about AD progression and Aβ pathology to apply.
  • May combine two claims.

    Findingown data

    Genes associated with MHCII presentation, such as Cd74, H2-Aa, and H2-Eb1, were markedly up-regulated in FIT2-deficient CD11c+ microglia, and this result was validated by flow cytometry.

    “In addition, genes associated with MHCII presentation, such as Cd74, H2-Aa, and H2-Eb1, were markedly up-regulated in the FIT2-deficient CD11c+ microglia (Fig. 5E); this result was further validated using flow cytometry (Fig. 5, F and G).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The percentage of LD+ BAMs and the LD area significantly increased by 6 months of age in both WT and APP-KI groups.

    “The percentage of LD+ BAMs and the LD area significantly increased by 6 months of age in both WT and APP-KI groups (Fig. 1, F and G, and fig. S2).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The proportion of LD+ microglia significantly increased from 5% at 2 months to 35% at 6 months in WT mice and from about 10% at 2 months to 50% at 6 months in age-matched APP-KI mice.

    “Specifically, the proportion of LD+ microglia significantly increased from 5% (at 2 months) to 35% (at 6 months) in WT mice and from about 10% (2 months) to 50% (at 6 months) in age-matched APP-KI mice (Fig. 1C).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    CD206+ BAMs have a pronounced lipid-related transcriptomic signature and display several lipid-accumulating phenotypes.

    “We demonstrated that CD206+ BAMs had a pronounced lipid-related transcriptomic signature and displayed several lipid-accumulating phenotypes.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    FIT2-deficient bulk and CD11c+ microglia show increased phagocytosis of E. coli bioparticles, Aβ, and apoptotic cells.

    “We observed increased rates of E. coli bioparticle, Aβ, and apoptotic cell phagocytosis in both the FIT2-deficient bulk and CD11c+ microglia.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Microglia lacking FIT2 have fewer lipid droplets and lower triglyceride levels.

    “In our study, we found that microglia lacking FIT2 had fewer LDs and lower TG levels, suggesting that targeting FIT2 was sufficient to perturb LD formation within microglia.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    FIT2 depletion impairs lipid droplet formation in BAMs and increases their phagocytic activity.

    “In our study, FIT2 depletion effectively impaired LD formation in BAMs and increased their phagocytic activity, suggesting that LD formation/accumulation could be targeted to regulate the functions of BAMs in addition to those of microglia.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    FIT2-deficient microglia have reduced lipid droplet content but are not entirely devoid of lipid droplets.

    “First, while we demonstrated that FIT2-deficient microglia exhibited reduced LD content, they were not entirely devoid of LDs.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingreasoning

    Cholesteryl ester levels were not markedly affected in FIT2-deficient microglia.

    “This may explain why CE levels were not markedly affected in the FIT2-deficient microglia.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    LDs are present in immune cells, in particular macrophages, where they supply energy for the formation and maturation of phagosomes.

    “LDs are also present in immune cells, in particular macrophages, where they supply energy for the formation and maturation of phagosomes (3).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [3] R. C. N. Melo, D. L. Fabrino, F. F. Dias, G. G. Parreira, Lipid bodies: Structural markers of inflammatory macrophages in innate immunity. Inflamm. Res. 55, 342– 348 (2006). 16977381 source
  • May combine two claims.

    Interpretationown data

    FIT2 depletion promotes the phagocytic capacity of CD11c− microglia, CD11c+ microglia, and CD206+ MHCIIhi/int BAMs.

    “These in vitro findings collectively indicate that FIT2 depletion promotes the phagocytic capacity of CD11c− microglia, CD11c+ microglia, and CD206+ MHCIIhi/int BAMs.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    FIT2 depletion induces a shift in the lipidomic and transcriptomic profiles of microglia, which may also be associated with alterations in their function.

    “Together, these results suggest that FIT2 depletion induces a shift in the lipidomic and transcriptomic profiles of microglia, which may also be associated with alterations in their function.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductown data

    No LD differences were found in microglia isolated from TAM-treated control Fit2wt/wt Cx3cr1CreERT2APP-KI mice, excluding TAM-related interference.

    “No LD differences were found in microglia isolated from TAM-treated control Fit2wt/wt Cx3cr1CreERT2APP-KI mice, which excluded any TAM-related interference (fig. S5).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Decreased phagocytic activity results in insufficient clearance of apoptotic cells, leading to secondary necrosis and inflammation.

    “The decreased phagocytic activity also results in the insufficient clearance of apoptotic cells (efferocytosis) in the brain; the release of intracellular content from dead and dying cells, in turn, induces secondary necrosis and inflammation, which exacerbates disease pathology (47).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [47] F. Taheri, E. Taghizadeh, J. G. Navashenaq, M. Rezaee, S. M. Gheibihayat, The role of efferocytosis in neuro-degenerative diseases. Neurol. Sci. 43, 1593– 1603 (2022). 35059903 source
  • May combine two claims.

    Premisecitation

    Small lipid droplets interfere with structural filaments, leading to cytoskeletal dysfunction and reduced phagocytic activity.

    “Furthermore, in microglia, small LDs can interfere with structural filaments, leading to cytoskeletal dysfunction and reduced phagocytic activity (53).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [53] M. P. Tobin, I. L. Ivanovska, D. E. Discher, Small fat droplets interact with structural filaments in macrophages with cytoskeletal dysfunction contributing to perturbed phagocytosis and migration. Biophys. J. 122, 409a (2023). source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Each experiment, except scRNA-seq and lipidomic analyses, was repeated at least three times to ensure the reliability of the results.

    “Each experiment, except scRNA-seq and lipidomic analyses, was repeated at least three times to ensure the reliability of the results.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    No values were excluded from the analysis.

    “In the experimental design, animals were randomized into different treatment groups to minimize bias; investigators were not blind to the treatment group, and no values were excluded from the analysis.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    All samples were analyzed at random.

    “All samples were analyzed at random.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    β-Actin was used as the housekeeping gene for qPCR.

    “β-Actin was used as the housekeeping gene.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Investigators were not blind to the treatment group.

    “In the experimental design, animals were randomized into different treatment groups to minimize bias; investigators were not blind to the treatment group, and no values were excluded from the analysis.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    All qPCR reactions were run in duplicate with at least three samples in each group.

    “All qPCR reactions were run in duplicate with at least three samples in each group.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Six quality control samples were analyzed alongside test samples in each batch to ensure the reliability of the method and the stability of the instrument.

    “The six quality control samples were analyzed alongside the test samples in each batch to ensure the reliability of the method and the stability of the instrument.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Raw peak areas for lipid species were normalized to the internal standard for each lipid class.

    “Raw peak areas for the lipid species detected were integrated using SCIEX OS software (version 1.4, AB Sciex Corporation, Framingham, MA) and normalized to the internal standard for each lipid class.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    FIT2 depletion reduces lipid droplet accumulation in both microglia and CD206+ BAMs, improving their phagocytic activity in the AD brain.

    “In summary, our study underscores the potential of FIT2 depletion in reducing LD accumulation within both microglia and CD206+ BAMs to improve their phagocytic activity in the AD brain.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Gene expression levels were ranked in reverse Bonferroni-adjusted P value order.

    “The gene expression levels were ranked in reverse Bonferroni-adjusted P value order.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Animal studies were approved by the Institutional Animal Care and Use Committee of Nanyang Technological University.

    “All animal studies were carried out according to the recommendations of the National Advisory Committee for Laboratory Animal Research, and the A19093 protocol was approved by the Institutional Animal Care and Use Committee of the Nanyang Technological University.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Animals were randomized into different treatment groups to minimize bias.

    “In the experimental design, animals were randomized into different treatment groups to minimize bias; investigators were not blind to the treatment group, and no values were excluded from the analysis.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    The threshold cycle (Ct) values of all genes were normalized to the Ct value of β-actin.

    “The threshold cycle (Ct) values of all the genes were normalized to the Ct value of β-actin.”
    Quote in the paperNot a substantial claim
72 of 72
  • The paper relies on this without support.

    The APP-KI mouse model recapitulates Alzheimer's disease sufficiently for conclusions about AD progression and Aβ pathology to apply.

    “we isolated bulk microglia and CD206+ BAMs from 2- and 6-month-old healthy wild-type (WT) and APPNL-G-F (APP-KI) mice”
    “To study the role of LDAM in the context of AD, we also crossed the Fit2iΔMφ strain with the APP-KI strain.”
1 of 1

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Authors
Wu, X., Miller, J. A., Lee, B. T. K., Wang, Y., & Ruedl, C.
Affiliations
Nanyang Technological University (SG)
Corresponding author
Ruedl, Christiane
Venue
Science Advances
Published
2025-02-07
Volume
11
Issue
6
Pages
eadq6038-eadq6038
ISSN
2375-2548 (ISSN-L)
OpenAlex
W4407160042
Cited by
67
References
80
Citations by year
2026: 40 · 2025: 27
FWCI
19.72
Type
journal article
Language
en
Open access
Licence
cc-by-nc
Locations
  • Science Advances (publishedVersion, cc-by-nc)
  • PubMed (publishedVersion)
  • DR-NTU (Nanyang Technological University) (publishedVersion, cc-by-nc)
  • PubMed Central (submittedVersion, cc-by-nc)
Topics
  • Life Sciences › Neuroscience › Neurology › Neuroinflammation and Neurodegeneration Mechanisms
  • Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
  • Health Sciences › Medicine › Epidemiology › Autophagy in Disease and Therapy
Keywords
Alzheimer's disease, microglia, lipid droplets, border-associated macrophages, efferocytosis, lipid metabolism, CX3CR1, amyloid plaques, neuroinflammation
MeSH terms
CX3C Chemokine Receptor 1, Alzheimer Disease, Animals, Brain, Disease Models, Animal, Humans, Macrophages, Mice, Transgenic, Phagocytosis, Amyloid beta-Peptides, Microglia, Lipid Metabolism, Mice, Plaque, Amyloid, Lipid Droplets

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 2026-10-20.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-20.

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Statistics and arithmetic are recomputed, not judged.

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