Cited by 1Alzheimer's disease research and treatmentsNeuroinflammation and Neurodegeneration MechanismsNeuroscience and Neuropharmacology Research

Alzheimer's Protection by PLCγ2 Compacts Plaques, Redistributes Microglia, and Protects Synapses in App NL ‐G‐F Mice

Open access
Bevan, Ryan J., Maguire, Emily, Mackinnon, Eilish, Salis, Elisa, Phillips, Thomas, Simonazzi, Elena, Vassileva, Marieta, Allen, Nicholas D. +2 more·2026·Glia

Abstract

The Alzheimer's disease protective P522R PLCG2 coding variant (rs72824905) is downstream of TREM2, but how it confers disease protection is poorly understood. Using a Plcg2 ‐R522 knock‐in mouse and Plcg2 ‐P522 control on both wildtype and Alzheimer's disease‐like App NL‐G‐F amyloidosis mouse backgrounds, aged mice were assayed for amyloid load, microglial activity, and synaptic integrity. In the absence of Alzheimer's disease‐like pathology, the R522 variant increased microglial coverage and was associated with reduced ramification complexity, fewer terminal points, and elevated lysosomal CD68 expression. On the App NL‐G‐F background, total amyloid burden was unaffected, but expression of the R522 variant led to increased plaque compaction compared to the P522 common variant. The protective R522 variant was also associated with: enhanced microglial engagement with less compact amyloid plaques; reduced microglial localisation around highly compacted plaques; protection from amyloid‐induced synapse loss; and decreased engulfment of synaptic material by microglia. Our data indicate a significant direct PLCγ2 role in controlling microglial‐plaque interactions and synaptic protection downstream of amyloid deposition, prioritizing it as a therapeutic target, potentially as an adjunct to other approaches, such as those targeting amyloid.

AI snapshot

Written from the paper’s full text.

TL;DR

In *App*<sup>NL‐G‐F</sup> mice, the Alzheimer’s-protective PLCγ2-R522 variant did not alter total amyloid burden but shifted plaques toward larger, more compact forms and redistributed microglia away from compact plaques and toward diffuse plaques. This was accompanied by protection from amyloid-induced synapse loss and reduced microglial engulfment of synaptic material.

Key findings

  • In wildtype mice, Plcg2-R522 increased Iba1+ microglial density and tiling in hippocampal CA1 and cortex, reduced ramification complexity and terminal points, and increased lysosomal CD68 expression; soma volume and sphericity were unchanged.
  • On the *App*<sup>NL‐G‐F</sup> background, total 6E10 amyloid burden was unaffected (hippocampus genotype p = 0.9012; cortex genotype p = 0.3641), but R522 reduced diffuse plaque load and increased 4G8+ plaque core burden; X34 analysis showed fewer 5–10 μm diffuse plaques and more larger, highly compacted plaques.
  • R522 microglia showed enhanced peri-plaque Iba1/Tmem119/Clec7a responses around smaller, less compact plaques, with reduced association around highly compact plaques.
  • R522 protected synaptic integrity: *App*<sup>NL‐G‐F</sup> P522 mice had reduced colocalized bassoon/PSD95 puncta versus wildtype, whereas R522 mice showed no such loss; dendritic spine density loss was attenuated, and peri-plaque CD68-to-Iba1 ratio and engulfed PSD95 puncta were reduced.

Methods

  • Used Plcg2-R522 knock-in and Plcg2-P522 control mice on wildtype and *App*<sup>NL‐G‐F</sup> backgrounds; all mice were aged to 6 months, with n = 10 males and 10 females per genotype.
  • Immunofluorescence for Iba1, Tmem119, Clec7a, CD68, PSD95, Bassoon, VGLUT2, 6E10/4G8, ThioS, X34, and Amylo-Glo; confocal imaging with Imaris analysis; DiOlistic spine labeling; qPCR; and human iPSC-derived microglia stimulated with Aβ or LPS.
  • Analyses were blinded to genotype and sex; statistics included Shapiro–Wilk tests, three-way/two-way ANOVA, linear mixed-effects models, PCA, and post hoc Bonferroni or FDR correction, with significance at p < 0.05.

Limitations

  • Stated: the *App*<sup>NL‐G‐F</sup> model has physiological App expression but a very high Aβ42:40 ratio (~10–100:1), and all mouse models balance artificial expression with familial mutations; no behavioral studies were conducted here; sex-by-genotype interactions could reflect false discovery; gene dosage was not the focus.
  • Evident from the text: findings are at a single 6-month age; in vivo cytokine data were variable, and iPSC cytokine responses differed by stimulus (Aβ versus LPS); no human tissue validation is reported in this study.

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

Integrity signals

Registry

Crossref · 10.1002/glia.70192

Cites

43 of 43 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

54 of 69 cited sources checked · 33 supported · 1 flagged · accuracy not yet measured

  • Premisecitation

    A rare protective protein-coding missense variant in PLCG2 (rs72824905, P522R) decreases the risk of developing late-onset Alzheimer's disease.

    “A rare protective protein‐coding missense variant in the PLCG2 gene (rs72824905, P522R) decreases the risk of developing late‐onset Alzheimer's disease (AD) (Sims et al. 2017).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Sims et al. 2017 source
  • Premisecitation

    In the 5xFAD model, the R522 variant's reduction in plaque load was associated with improved downstream measures of behavior and synaptic function.

    “In a study of the 5xFAD model, the R522 variant reduced plaque load, and this was associated with improved downstream measures of behavior and synaptic function (Tsai et al. 2023).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Tsai et al. 2023 source
  • Premisecitation

    Human studies confirmed the relevance of the R522 variant with other dementias.

    “Human studies confirmed the relevance of the R522 variant with other dementias and associated it with increased longevity in centenarian cohorts (Bellenguez et al. 2022; Conway et al. 2018; van der Lee et al. 2019).”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites Bellenguez et al. 2022 source

      The GWAS meta-analysis lists an association for a PLCG2 variant with Alzheimer’s disease and related dementias, but does not identify it as R522 or establish an association with other dementias. The ‘Genetic overlap with other neurodegenerative diseases’ section discusses other loci, not R522; searches for R522 and P522R found no passage establishing the claimed link. No page numbers were available in our copy. (LLM, conf=0.73)

      Experimental — accuracy not yet measured
    • cites Conway et al. 2018 source

      The Results section reports a suggestive association between the PLCG2 R522 variant and dementia with Lewy bodies (p = 0.124), but says no other disease cohort showed a significant association concordant with Alzheimer’s disease. The Discussion likewise describes a shared genetic component as a possibility, not a confirmed finding. Page numbers are unavailable in our copy. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites van der Lee et al. 2019 source
  • Premisecitation

    The P522R PLCG2 coding variant (rs72824905) is downstream of TREM2.

    “The Alzheimer's disease protective P522R PLCG2 coding variant (rs72824905) is downstream of TREM2, but how it confers disease protection is poorly understood.”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Andreone et al. 2020 source
    • cites Jonsson et al. 2013 source

      The Discussion describes TREM2 signaling through DAP12, but does not identify PLCG2 or place the P522R variant downstream of TREM2. Searches for PLCG2, P522R, rs72824905, and the proposed pathway relationship found no passage addressing that claim in our copy. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
  • Premisecitation

    Human studies associated the R522 variant with increased longevity in centenarian cohorts.

    “Human studies confirmed the relevance of the R522 variant with other dementias and associated it with increased longevity in centenarian cohorts (Bellenguez et al. 2022; Conway et al. 2018; van der Lee et al. 2019).”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites Bellenguez et al. 2022 source

      The GWAS meta-analysis table reports an association between a PLCG2 variant and Alzheimer’s disease, but it does not identify the variant as R522 or report longevity outcomes. Searches for R522, P522R, longevity, and centenarian cohorts found no passage in our copy supporting the attributed longevity association; page numbers were unavailable. (LLM, conf=0.74)

      Experimental — accuracy not yet measured
    • cites Conway et al. 2018 source

      The Methods > Subjects section describes Alzheimer’s disease and other neurodegenerative-disease cohorts, not centenarian cohorts. The Discussion identifies PLCG2 p.Pro522Arg, but the passages retrieved for longevity and centenarians do not report an association with increased longevity. No page numbers are available in our copy. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
    • cites van der Lee et al. 2019 source
  • Classified as probably not a substantial claim. 24
  • May combine two claims. 41
  • The quote only partly states this claim. 1
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Other in vivo studies of the Plcg2 variants have proven very variable with no clear pattern.

    “Other in vivo studies of the Plcg2 variants have proven very variable with no clear pattern (Tsai et al. 2023; Takalo et al. 2025).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites Tsai et al. 2023 source

      The Discussion (page unavailable in our copy) describes a clear pattern in the authors’ 5xFAD mouse experiments: M28L impaired microglial responses and increased plaque deposition, whereas P522R reduced plaque burden and improved synaptic function and working memory. This contradicts the claim that this study found no clear pattern. The paper does not establish whether results vary across other in vivo studies. (LLM, conf=0.84)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
    • cites Takalo et al. 2025 source

      The Discussion (page unavailable) describes differing in vivo results for PLCγ2-P522R across 5XFAD and APP/PS1 mouse models, supporting the point that findings vary. It does not establish that studies of PLCG2 variants generally have no clear pattern; its comparison is specific to P522R and particular outcomes. (LLM, conf=0.82)

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

    Premisecitation

    In a small cohort of Plcg2 R522 knock-in mice, enhanced microglial activity was reported.

    “An initial study in a small cohort of Plcg2 R522 knock‐in mice reported enhanced microglial activity (Takalo et al. 2020).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Takalo et al. 2020 source
  • May combine two claims.

    Premisecitation

    The PLCγ2-R522 variant is hyperfunctional and alters microglial endocytic and phagocytic activity, including modestly increased β-amyloid uptake in human iPSC-derived microglia.

    “We previously demonstrated that the PLCγ2‐R522 variant is hyperfunctional and alters microglial endocytic and phagocytic activity, including modestly increased β‐amyloid uptake in human iPSC‐derived microglia (Maguire et al. 2021).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Maguire et al. 2021 source
  • May combine two claims.

    Premisecitation

    In AD mice, Plcg2 is highly expressed in plaque-associated microglia, increasing in abundance along the pathological timeline.

    “In AD mice, Plcg2 is highly expressed in plaque‐associated microglia, increasing in abundance along the pathological timeline (Tsai et al. 2022; Magno et al. 2019).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites Tsai et al. 2022 source
    • cites Magno et al. 2019 source

      The Results section (‘PLCG2 in microglia in Alzheimer’s disease’; page not supplied) shows Plcg2 expression in plaque-associated microglia. It does not establish an increase along the pathological timeline: at the measured age of six months, expression in microglia surrounding plaques appeared equal to that in control microglia. (LLM, conf=0.88)

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

    Premisecitation

    PLCG2 encodes PLCγ2, which upon activation by specific membrane receptors or Rac GTPases enables hydrolysis of PI(4,5)P2 into DAG and IP3.

    “PLCG2 encodes Phospholipase C Gamma 2 (PLCγ2), which, upon activation by specific membrane receptors or Rac GTPases, enables hydrolysis of phosphatidylinositol (van der Lee et al. 2019; Kadamur and Ross 2013) bisphosphate (PI(4,5)P2) into diacylglycerol (DAG) and inositol 1,4,5 trisphosphate (IP3).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites van der Lee et al. 2019 source

      The Introduction identifies phospholipase Cγ2 as the protein product of PLCG2 and describes its role in transmembrane immune-signal transduction. Neither the Introduction nor the retrieved passages specify activation by membrane receptors or Rac GTPases, or hydrolysis of PI(4,5)P2 into DAG and IP3. No page number is available in our copy. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
    • cites Kadamur and Ross 2013 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In the 5xFAD model, the R522 variant reduced plaque load.

    “In a study of the 5xFAD model, the R522 variant reduced plaque load, and this was associated with improved downstream measures of behavior and synaptic function (Tsai et al. 2023).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Tsai et al. 2023 source
  • Classified as probably not a substantial claim.

    Premisecitation

    It has been previously reported that Plcg2 R522 expression may enhance the inflammatory response to a limited in vitro challenge.

    “It has been previously reported that Plcg2 R522 expression may enhance the inflammatory response to a limited in vitro challenge (Takalo et al. 2020), hence we elected to conduct a time course analysis of cytokine responses to the model microbial challenge, LPS, or Aβ1‐42.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Takalo et al. 2020 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    X34 strongly binds β-sheeted amyloid, labelling both dense plaque cores and surrounding amyloid deposits, with lower intensity in the latter.

    “Plaques were characterized using X34, a dye that strongly binds β‐sheeted amyloid, labelling both dense plaque cores and surrounding amyloid deposits, albeit with lower intensity in the latter”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Baligács et al. 2024 source

      The Methods (Immunofluorescence and Imaging; page unavailable) describe X34 as a fluorescent beta-sheet-specific amyloid dye, and the Fig. 2 caption identifies X34 staining of fibrillar plaques. The paper does not state that X34 labels surrounding amyloid deposits at lower intensity than dense cores; it instead identifies 82E1 as staining diffuse Aβ aggregates. (LLM, conf=0.85)

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

    Premisecitation

    In the 5xFAD background, in the context of reduced amyloid burden, the PLCγ2R522 variant was associated with a clear protection of synaptic function and working memory, the latter measured by Y-maze alternation.

    “Nonetheless, in the 5xFAD background, in the context of reduced amyloid burden, the PLCγ2R522 variant was associated with a clear protection of synaptic function and working memory, the latter measured by Y‐maze alternation.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Tsai et al. 2023 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The 5xFAD model relies on APP overexpression and demonstrates an elevated Aβ42:40 ratio (~2-3:1).

    “The 5xFAD model, like many other models, relies on APP overexpression and demonstrates an elevated Aβ42:40 ratio (~2–3:1) (Oakley et al. 2006).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Oakley et al. 2006 source

      The Transgenic strategy section says the 5XFAD lines co-overexpress human APP and PS1, and the section on cerebral Aβ levels reports much more Aβ42 than Aβ40. Neither section gives the claimed ~2–3:1 ratio; Figure 2’s caption says the ratio varies with age, with Aβ42 produced almost exclusively at young ages. (LLM, conf=0.87)

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

    Premisecitation

    The authors associated the effects of the protective R522 variant of PLCγ2 with changes in microglial activity.

    “The authors associated the effects of the protective R522 variant of PLCγ2 with changes in microglial activity (Takalo et al. 2025).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Takalo et al. 2025 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Enhanced microglial activity in Plcg2 R522 expressing adult wildtype mice has been previously described.

    “This aligns with a prior description of enhanced microglial activity in Plcg2 R522 expressing adult wildtype mice (Takalo et al. 2020).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Takalo et al. 2020 source
  • Classified as probably not a substantial claim.

    Premisecitation

    Previous reports suggest that plaque morphology, rather than total amyloid burden, may be a key factor in neurotoxicity and disease progression.

    “These findings align with previous reports suggesting that plaque morphology, rather than total amyloid burden, may be a key factor in neurotoxicity and disease progression and suggest that this could be an important role for plaque‐associated PLCγ2 expressing microglia (Casali et al. 2020; Shi et al. 2017; Yuan et al. 2016).”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites Casali et al. 2020 source
    • cites Shi et al. 2017 source

      The Introduction (page unavailable) reports that C3-deficient APP/PS1 mice had less synapse and neuron loss and less cognitive decline despite increased plaque burden. The Results describe differences in plaque size, but the paper does not establish that plaque morphology, rather than burden, is the key factor in neurotoxicity or disease progression. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites Yuan et al. 2016 source
  • May combine two claims.

    Premisecitation

    PLCγ2R522 is hyperfunctional, enhancing intracellular Ca2+ signaling and modulating microglial endocytosis and phagocytosis.

    “We and others have shown that PLCγ2R522 is hyperfunctional, enhancing intracellular Ca2+ signaling and modulating microglial endocytosis and phagocytosis (Maguire et al. 2021; Magno et al. 2019).”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites Maguire et al. 2021 source
    • cites Magno et al. 2019 source

      The Results section reports that the p.P522R variant has higher enzyme activity and produces a small increase in intracellular Ca2+ release compared with wild-type PLCγ2 in transfected cells. The Discussion proposes that microglial PLCγ2 activation might affect phagocytosis, but does not demonstrate this effect for the variant; our copy does not report an effect on microglial endocytosis. (LLM, conf=0.88)

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

    Premisecitation

    In the 5xFAD context, a reduction in plaque load was attributed to the PLCγ2 AD-protective variant.

    “In the 5xFAD context, a reduction in plaque load was attributed to the PLCγ2 AD‐protective variant (Tsai et al. 2023).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Tsai et al. 2023 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Another study using the APP/PS1 model proposed that the protective variant reduced the number of plaques and overall plaque load.

    “During submission of this manuscript, another study (Takalo et al. 2025), using the APP/PS1 model which develops an elevated Aβ42:40 (~5:1) (Radde et al. 2006), proposed that the protective variant reduced the number of plaques and overall plaque load”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites Takalo et al. 2025 source

      The Results section reports fewer plaques and lower plaque coverage in the entorhinal cortex of 13-month-old female APP/PS1 mice carrying PLCγ2-P522R. It also says a similar reduction was not detected in the hippocampus, so the claim’s unqualified description of reduced overall plaque load is broader than the finding. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
    • cites Radde et al. 2006 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    In the APP/PS1 model, no obvious impact of the R522 variant of PLCγ2 was observed in learning and memory tests, but an alteration in anxiety was suggested.

    “In this case, in the APP/PS1 model, no obvious impact of the R522 variant of PLCγ2 was observed in learning and memory tests, but an alteration in anxiety was suggested”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Takalo et al. 2025 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The first therapies for AD targeting the removal of amyloid are now being approved with modest positive outcomes, although associated with several side effects.

    “The first therapies for AD targeting the removal of amyloid are now being approved with modest positive outcomes, although associated with several side effects (Sims et al. 2023; Mintun et al. 2021; Van Dyck et al. 2023).”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites Sims et al. 2023 source

      The Discussion reports that donanemab removed amyloid plaques and slowed clinical progression, while the Adverse Events section reports imaging abnormalities and infusion reactions. The paper supports benefit and side effects for this treatment, but the passages in our copy do not establish the claim that these therapies were being approved. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
    • cites Mintun et al. 2021 source
    • cites Van Dyck et al. 2023 source
  • May combine two claims.

    Premisecitation

    The R522 variant of PLCγ2 is in humans associated with longevity and protection of cognitive function in old age and protects against AD, as well as frontotemporal dementia and dementia with Lewy bodies.

    “the R522 variant of PLCγ2 is in humans associated with longevity and protection of cognitive function in old age and protects against AD, as well as frontotemporal dementia and dementia with Lewy bodies (Sims et al. 2017; van der Lee et al. 2019; Strickland et al. 2020).”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites Sims et al. 2017 source

      The passage indexed under Abstract (page not provided) identifies PLCG2 p.P522R and reports its association with decreased risk of late-onset Alzheimer’s disease (OR 0.68). It does not establish longevity, preserved cognitive function in old age, or protection against frontotemporal dementia or dementia with Lewy bodies; its AD finding is an association, not proof of protection. (LLM, conf=0.90)

      Experimental — accuracy not yet measured
    • cites van der Lee et al. 2019 source
    • cites Strickland et al. 2020 source

      The Introduction and Discussion (pages unavailable) report reduced Alzheimer’s risk and describe protective associations in some studies of dementia with Lewy bodies and frontotemporal dementia. The Discussion also reports an association with cognitive decline in patients with mild cognitive impairment. The paper does not itself report an association with longevity or establish protection of cognitive function specifically in old age; its own Lewy body disease cohort found no statistically significant association with disease risk. (LLM, conf=0.87)

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

    Premisecitation

    Therapeutic manipulation of PLCγ2 may operate at the level of plaque formation and/or clearance.

    “therapeutic manipulation of PLCγ2 may operate at the level of plaque formation and/or clearance (as also supported in other models)”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites Tsai et al. 2023 source
    • cites Takalo et al. 2025 source
  • May combine two claims.

    Findingown data

    The protective R522 variant was associated with enhanced microglial engagement with less compact amyloid plaques.

    “The protective R522 variant was also associated with: enhanced microglial engagement with less compact amyloid plaques; reduced microglial localisation around highly compacted plaques; protection from amyloid‐induced synapse loss; and decreased engulfment of synaptic material by microglia.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The most compact 20-40 μm plaques exhibited lowest presence of Clec7a expressing microglia in Plcg2 R522 mice, contrasting with increased presence of Tmem119 expression.

    “Conversely, the most compact 20–40 μm plaques exhibited lowest presence of Clec7a expressing microglia in Plcg2 R522 mice (Figure 4h,iii) contrasting with an increased presence of Tmem119 expression (Figure 4f,iii).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Increased presence of Clec7a expressing microglia in the most compact 10-20 μm plaques of Plcg2 R522 mice, in direct opposition to reduced presence of Tmem119+ microglia.

    “Notable changes included increased presence of Clec7a expressing microglia in the most compact 10–20 μm plaques of Plcg2 R522 mice (Figure 4h,ii) in direct opposition of the reduced presence of Tmem119+ microglia seen (Figure 4f, ii).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Cell soma volume and sphericity remained similar between Plcg2 R522 and Plcg2 P522 genotypes.

    “measurements of cell soma volume and sphericity remained similar between the two genotypes”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Global Clec7a expression measured by qPCR in the cortex revealed a substantial increase in App NL-G-F mice compared to wildtype, but no differences between Plcg2 R522- and Plcg2 P522-expressing App NL-G-F mice.

    “Global Clec7a expression, measured by qPCR in the cortex, revealed a substantial increase in App NL‐G‐F mice compared to wildtype, but no differences between Plcg2 R522 ‐ and Plcg2 P522 ‐expressing App NL‐G‐F mice.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    There were no differences in the number of 10-20 μm or > 40 μm plaques between Plcg2 R522-expressing and Plcg2 P522-expressing mice.

    “However, when stratified by diameter (Figure 3e), Plcg2 R522 ‐expressing mice exhibited fewer 5–10 μm plaques than Plcg2 P522 ‐expressing mice but an increased number in the 20–40 μm plaques, with no differences observed with the 10–20 or > 40 μm sizes.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The Plcg2 R522 variant is protective against Alzheimer's disease, and the P522 variant is a common risk variant.
    • Rests on an assumption: The App NL-G-F mouse model recapitulates Alzheimer's amyloid pathology.
    • Rests on an assumption: X34 labeling specifically identifies amyloid plaques.
    • Rests on an assumption: Plaque compactness categorization (diffuse, cored with surrounding diffuse amyloid, cored compact) is a valid measure of plaque compactness.
  • The quote only partly states this claim.

    Findingown data

    Peri-plaque microgliosis, measured as Iba1 area within 5 μm of plaque borders, showed significant increases in microglia associated with 5-10 μm plaques in R522 variant-expressing mice, but only those with lower compactness (Levels 1 and 2).

    “Assessment of peri‐plaque microgliosis, measured as Iba1 area within 5 μm of plaque borders, indicated significant increases in microglia associated with 5–10 μm (Figure 4d,i) and 10–20 μm (Figure 4d,ii) plaques in the R522 variant‐expressing mice, but only those with lower compactness (Levels 1 and 2).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The Plcg2 R522 variant is protective against Alzheimer's disease, and the P522 variant is a common risk variant.
    • Rests on an assumption: The App NL-G-F mouse model recapitulates Alzheimer's amyloid pathology.
    • Rests on an assumption: Iba1 is a pan-microglial marker, Tmem119 is a homeostatic microglial marker, and Clec7a is a disease-associated microglia (DAM) marker.
    • Rests on an assumption: Peri-plaque region within 5 μm of plaque borders is appropriate for assessing microgliosis.
  • May combine two claims.

    Findingown data

    The R522 variant increases localization of Clec7a+ microglia around smaller, diffuse plaques, with a concomitant reduction in their association with larger, compact plaques.

    “(ii) an increased localization of Clec7a+ microglia around smaller, diffuse plaques, with a concomitant reduction in their association with larger, compact plaques (Figure 4);”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In App NL-G-F mice with the Plcg2 P522 variant, spine loss was evident across all subtypes, whereas the Plcg2 R522 variant preserved spine density across each category, with values similar to Plcg2 R522-expressing mice lacking App NL-G-F.

    “In App NL‐G‐F mice with the Plcg2 P522 variant, spine loss was evident across all subtypes, whereas the Plcg2 R522 variant preserved spine density across each category, with values similar to Plcg2 R522 ‐expressing mice lacking App NL‐G‐F (Figure 5e–g).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Dendritic spine density is a valid indicator of postsynaptic integrity.
  • May combine two claims.

    Findingown data

    R522 expressing cells, similar to the PLCG2-KO cells, exhibited a significantly reduced IL-6 response to LPS compared to the P522 cells, mimicking the nonsignificant appearance of the IL-6 response to Aβ.

    “Instead, R522 expressing cells, similar to the PLCG2‐KO cells, exhibited a significantly reduced IL‐6 response to LPS compared to the P522 cells, mimicking the nonsignificant appearance of the IL‐6 response to Aβ.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    App NL-G-F mice displayed a marked reduction in dendritic spine density compared to wildtype controls; however, this loss was significantly attenuated in Plcg2 R522 expressing mice.

    “App NL‐G‐F mice displayed a marked reduction in dendritic spine density compared to wildtype controls; however, this loss was significantly attenuated in Plcg2 R522 expressing mice (Figure 5d).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Dendritic spine density is a valid indicator of postsynaptic integrity.
  • May combine two claims.

    Findingown data

    These observations were consistent between the regions of the brain, with lowest colocalised puncta counts in the peri-plaque region.

    “These observations were consistent between the regions of the brain, with lowest colocalised puncta counts in the peri‐plaque region.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Microglia in Plcg2 R522 mice exhibited reduced ramifications and increased CD68 expression.

    “Microglia in Plcg2 R522 mice exhibited reduced ramifications and increased CD68 expression”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The statistically significant protection from synapse loss of the R522 variant of PLCγ2 was replicated in the cortex and when the two brain regions were divided based on plaque proximity.

    “These initial observations of a statistically significant protection from synapse loss of the R522 variant of PLCγ2 were replicated in the cortex and when the two brain regions were divided based on plaque proximity.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The G-CSF response to Aβ was fairly substantial, but markedly reduced in the R522 variant expressing cells, and again largely abrogated by PLCG2 deficiency.

    “The G‐CSF response was fairly substantial, but markedly reduced in the R522 variant expressing cells, and again largely abrogated by PLCG2 deficiency.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Plcg2 R522-expressing mice were significantly protected against amyloid-induced synapse loss, as evidenced by preserved synaptic puncta and dendritic spine density and reduced evidence of phagocytosis of synaptic material in vivo.

    “Importantly, and in spite of this consistent abundance of amyloid, Plcg2 R522 ‐expressing mice were significantly protected against amyloid‐induced synapse loss, as evidenced by preserved synaptic puncta and dendritic spine density and reduced evidence of phagocytosis of synaptic material in vivo.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The G-CSF response to LPS was much more muted and not significantly affected by the PLCG2 genotype.

    “In this case, the G‐CSF response to LPS was much more muted and not significantly affected by the PLCG2 genotype.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    With LPS as a stimulus, the TNF response was more substantial, but significantly lower in the PLCG2 R522 expressing cells, and similar to the PLCG2-KO cells.

    “With LPS as a stimulus, the TNF response was more substantial, but significantly lower in the PLCG2 R522 expressing cells, and similar to the PLCG2‐KO cells.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In wildtype mice, the Plcg2 R522 variant was associated with subtle synaptic remodeling, reflected by a modest decrease in total spine density, associated with a reduction in thin spines.

    “In wildtype mice, the Plcg2 R522 variant was associated with subtle synaptic remodeling, reflected by a modest decrease in total spine density (Figure 5d), associated with a reduction in thin spines (Figure 5g).”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Dendritic spine density is a valid indicator of postsynaptic integrity.
  • May combine two claims.

    Findingown data

    Upon stimulation with Aβ, a modest TNF response was elicited, which was significantly higher in PLCG2 R522 expressing cells and largely abrogated by deficiency of PLCG2.

    “Upon stimulation with Aβ, a modest TNF response was elicited, which was significantly higher in PLCG2 R522 expressing cells and largely abrogated by deficiency of PLCG2.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Quantification of PSD95 puncta within these regions revealed a lower proportion of engulfed synapses and a higher prevalence of unengulfed PSD95+ synapses in Plcg2R522-expressing mice relative to their Plcg2P522 counterparts.

    “Quantification of PSD95 puncta within these regions revealed a lower proportion of engulfed synapses and a higher prevalence of unengulfed PSD95+ synapses in Plcg2R522‐expressing mice relative to their Plcg2P522 counterparts (Figure 6c).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In App NL-G-F mice, those expressing the Plcg2 P522 variant exhibited a significant reduction in colocalised synaptic puncta compared to wildtype controls, whereas App NL-G-F mice with the Plcg2 R522 variant showed no such loss.

    “In App NL‐G‐F mice, those expressing the Plcg2 P522 variant exhibited a significant reduction in colocalised synaptic puncta compared to wildtype controls, whereas App NL‐G‐F mice with the Plcg2 R522 variant showed no such loss (Figure 5b).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Data were analyzed blinded to genotype and sex.

    “Data were analyzed, blinded to genotype and sex, with each experiment (i.e., one experimental marker/readout) processed in a single batch by the same operator.”
    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

    Imaging was performed with fixed laser powers and a consistent scan speed of 600 Hz for each experimental assay.

    “Imaging was performed using a Leica SP8 Lightning confocal microscope with Leica HyD photodetectors set with a minimum 10% gain and fixed laser powers and a consistent scan speed of 600 Hz for each experimental assay.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Each experiment was processed in a single batch by the same operator.

    “Data were analyzed, blinded to genotype and sex, with each experiment (i.e., one experimental marker/readout) processed in a single batch by the same operator.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductown data

    The mixed models for 6E10/4G8 plaque analysis controlled for potential confounding variables for replicate and mouse variability.

    “controlling for potential confounding variables for replicate and mouse variability”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Isotype controls and secondary-only controls were used during optimization to ensure signal specificity.

    “Isotype controls (Abcam and Invitrogen) and secondary‐only controls were used during the optimization process to ensure signal specificity.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    PLCγ2 activity modulates intracellular Ca2+ and protein kinase C signaling pathways.

    “PLCγ2 activity modulates intracellular Ca2+ and protein kinase C signaling pathways (Kadamur and Ross 2013).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Kadamur and Ross 2013 source
  • May combine two claims.

    Interpretationown data

    Plcg2 R522 expression shifts plaque morphology toward reduced coverage and number of smaller diffuse plaques and increased coverage and numbers of larger compacted plaques.

    “Representing these datasets as fold change between the variants for each plaque category (Figure 3j,o) visualizes a shift in plaque morphology in Plcg2 R522 ‐expressing mice, with reduced coverage and number of smaller diffuse plaques and an increased coverage and numbers of larger compacted plaques.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The Plcg2 R522 variant is protective against Alzheimer's disease, and the P522 variant is a common risk variant.
    • Rests on an assumption: The App NL-G-F mouse model recapitulates Alzheimer's amyloid pathology.
    • Rests on an assumption: X34 labeling specifically identifies amyloid plaques.
    • Rests on an assumption: Plaque compactness categorization (diffuse, cored with surrounding diffuse amyloid, cored compact) is a valid measure of plaque compactness.
  • May combine two claims.

    Interpretationown data

    With regard to the more numerous smaller plaques, Plcg2 R522-expressing mice exhibited an enhanced Iba1 microglial response toward lower-compactness plaques, with a converse reduction in microglial association around the most compact plaques.

    “Representing these datasets as relative expression between the protective and common risk variants (Figure 4d,v) illustrated that, with regard to the more numerous smaller plaques, Plcg2 R522 ‐expressing mice exhibited an enhanced Iba1 microglial response toward lower‐compactness plaques, with a converse reduction in microglial association around the most compact plaques.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The Plcg2 R522 variant is protective against Alzheimer's disease, and the P522 variant is a common risk variant.
    • Rests on an assumption: The App NL-G-F mouse model recapitulates Alzheimer's amyloid pathology.
    • Rests on an assumption: Iba1 is a pan-microglial marker, Tmem119 is a homeostatic microglial marker, and Clec7a is a disease-associated microglia (DAM) marker.
    • Rests on an assumption: Peri-plaque region within 5 μm of plaque borders is appropriate for assessing microgliosis.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Statistical analysis controlled for false discovery rate using a two-stage step-up method.

    “p Values were reported correspond to two‐stage step‐up method controlling for false discovery rate (FDR).”
    • Also stated in: § Heightened Microgliosis to Diffuse Amyloid Pathology Associated With PLCγ2R522 · plain
      “p Values were reported correspond to two‐stage step‐up method controlling for false discovery rate (FDR).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    A pattern in Plcg2 R522-expressing mice of heightened Tmem119+ microglia surrounding smaller, lower-compactness plaques, with contrasting reduction around the most compact smaller plaques.

    “Visualized as fold change between the genotypes (Figure 4f,v), a pattern in Plcg2 R522 ‐expressing mice of heightened Tmem119+ microglia surrounding smaller, lower‐compactness plaques, with contrasting reduction around the most compact smaller plaques.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The Plcg2 R522 variant is protective against Alzheimer's disease, and the P522 variant is a common risk variant.
    • Rests on an assumption: The App NL-G-F mouse model recapitulates Alzheimer's amyloid pathology.
    • Rests on an assumption: Iba1 is a pan-microglial marker, Tmem119 is a homeostatic microglial marker, and Clec7a is a disease-associated microglia (DAM) marker.
    • Rests on an assumption: Peri-plaque region within 5 μm of plaque borders is appropriate for assessing microgliosis.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    There were insufficient N mice for v and ab plaque level compactness 1.

    “Insufficient N mice for v and ab plaque level compactness 1.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    PLCγ2 reshapes plaque architecture and plaque-associated microglial responses, with downstream preservation of synaptic integrity.

    “Instead, our findings support a model in which PLCγ2 reshapes plaque architecture and plaque‐associated microglial responses, with downstream preservation of synaptic integrity.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Plcg2 R522-expressing microglia are more reactive to diffuse plaques but exhibit a reduced response to compacted plaques.

    “This suggests a heightened response to diffuse plaques but reduced microgliosis around highly compacted plaques.”
    • Also stated in: § Discussion · plain
      “These findings reinforce the finding that Plcg2 R522 ‐expressing microglia are more reactive to diffuse plaques but exhibit a reduced response to compacted plaques”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    The R522 variant was protective in both brain regions and independent of plaque proximity.

    “The R522 variant was protective in both brain regions and independent of plaque proximity.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    App NL-G-F mice are characterized by progressive amyloid deposition from 2 months to cognitive decline by 6 months.

    “The App NL‐G‐F mice are characterized by progressive amyloid deposition from 2 months to cognitive decline by 6 months (Saito et al. 2014).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Saito et al. 2014 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    All experiments were approved by the Animal Welfare and Ethical Review Body-subgroup of the Biological Standards Committee-and conducted in accordance with UK Home Office Guidelines and Animal Scientific Procedures Act 1986, which encompasses EU Directive 2010/63/EU on the protection of animals used for scientific purposes.

    “All experiments were approved by the Animal Welfare and Ethical Review Body—subgroup of the Biological Standards Committee—and conducted in accordance with UK Home Office Guidelines and Animal [Scientific Procedures] Act 1986, which encompasses EU Directive 2010/63/EU on the protection of animals used for scientific purposes.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    This uncoupling is characterized by a largely unaltered total amyloid burden that is associated with altered microglial plaque responses and skews in plaque morphology.

    “Specifically, this is characterized by a largely unaltered total amyloid burden that is associated with altered microglial plaque responses and skews in plaque morphology.”
    Quote in the paperSubstantial claim
59 of 59
  • The paper relies on this without support.

    The mechanism by which the P522R PLCG2 variant confers disease protection is poorly understood.

    “The Alzheimer's disease protective P522R PLCG2 coding variant (rs72824905) is downstream of TREM2, but how it confers disease protection is poorly understood.”
  • The paper relies on this without support.

    The in vivo role of the R522 variant in protection from critical disease-relevant pathologies, such as synapse loss, is unknown and difficult to separate from any influence over amyloid burden.

    “While we and others have observed clear impacts of the R522 variant on microglial function in vitro, its in vivo role in protection from critical disease‐relevant pathologies, such as synapse loss, is unknown and difficult to separate from any influence over amyloid burden.”
  • The paper relies on this without support.

    CD68 is an indicator of phagocytic activity.

    “CD68, an indicator of phagocytic activity”
  • The paper relies on this without support.

    Thioflavin S labels fibrillar amyloid.

    “Thioflavin S (ThioS) staining, which labels fibrillar amyloid”
  • The paper relies on this without support.

    The Plcg2 R522 variant is protective against Alzheimer's, and the Plcg2 P522 variant is a common risk variant.

    “the protective Plcg2 R522 variant”
    “the common risk variant”
  • The paper relies on this without support.

    The Plcg2 R522 variant is protective against Alzheimer's disease, and the P522 variant is a common risk variant.

    “mice expressing the protective Plcg2 R522 variant and those expressing the common risk variant”
  • The paper relies on this without support.

    The App NL-G-F mouse model recapitulates Alzheimer's amyloid pathology.

    “App NL‐G‐F mice”
  • The paper relies on this without support.

    Iba1 is a pan-microglial marker, Tmem119 is a homeostatic microglial marker, and Clec7a is a disease-associated microglia (DAM) marker.

    “microglial activation assessed using the pan‐microglial marker Iba1, the homeostatic microglial marker Tmem119, and the disease‐associated microglia (DAM) marker Clec7a”
  • The paper relies on this without support.

    X34 labeling specifically identifies amyloid plaques.

    “X34‐labeled amyloid plaques”
  • The paper relies on this without support.

    Plaque compactness categorization (diffuse, cored with surrounding diffuse amyloid, cored compact) is a valid measure of plaque compactness.

    “categorized based on plaque size (5–10, 10–20, 20–40, or > 40 μm) and plaque compactness (diffuse, cored with surrounding diffuse amyloid, cored compact plaques)”
  • The paper relies on this without support.

    Peri-plaque region within 5 μm of plaque borders is appropriate for assessing microgliosis.

    “measured as Iba1 area within 5 μm of plaque borders”
  • The paper relies on this without support.

    Dendritic spine density is a valid indicator of postsynaptic integrity.

    “Dendritic spine analysis, a key indicator of postsynaptic integrity in CA1 neurons, was conducted using an established labelling method (Figures 5c and S5) (Carpanini et al. 2022; Bevan et al. 2020).”
  • The paper relies on this without support.

    Findings in App NL-G-F mice and iPSC-derived microglia are translatable to human AD.

    “This highlights the potential of therapeutic targeting of PLCγ2 as an adjunct to other therapies, such as the targeting of amyloid.”
  • The paper relies on this without support.

    Results from in vivo mouse models of the PLCγ2 inflammatory cytokine response have not been consistent.

    “Results from in vivo mouse models have not been consistent.”
  • The paper relies on this without support.

    All mouse models of AD are confounded by different disease progression and hence level and nature of challenge.

    “In vivo context is essential for relevant microglial responses, but all the mouse models are confounded by different disease progression and hence level and nature of challenge.”
15 of 15

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.

  • Tmem119 expression described as similar despite a significant genotype effect

    Minor

    The text says mean Tmem119 expression was similar between genotypes across Figure 4e, but the caption reports a genotype p-value of 0.0396 for panel 4e,iii, below the paper's stated 0.05 significance threshold.

  • Clec7a expression described as similar despite a significant genotype effect

    Minor

    The claim that mean Clec7a expression was similar across all plaque types conflicts with the significant genotype effect reported for Figure 4g,iii (p = 0.0083).

2 of 2

Cites

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Authors
Bevan, R. J., Maguire, E., Mackinnon, E., Salis, E., Phillips, T., Simonazzi, E., Vassileva, M., Allen, N. D., Williams, J., & Taylor, P. R.
Affiliations
  • UK Dementia Research Institute (GB)
  • UK Dementia Research Institute at Cardiff Cardiff University Cardiff UK
  • Cardiff University (GB)
Venue
Glia
Publisher
Wiley
Published
2026-06-25
Volume
74
Issue
8
Pages
e70192-e70192
ISSN
  • 0894-1491 (ISSN-L)
  • 1098-1136
OpenAlex
W7166095416
Cited by
1
References
41
Citations by year
2026: 1
FWCI
4.13
Type
journal article
Language
en
Open access
Locations
  • Glia (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • ORCA Online Research @Cardiff (Cardiff University) (acceptedVersion)
  • PubMed Central (submittedVersion, cc-by)
Funders
  • UK Dementia Research Institute (DRI‐3203)
  • Moondance Foundation
Topics
  • Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
  • Life Sciences › Neuroscience › Neurology › Neuroinflammation and Neurodegeneration Mechanisms
  • Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neuroscience and Neuropharmacology Research
Keywords
Alzheimer's disease, PLCγ2, TREM2, microglia, amyloid plaques, synaptic loss, microglial ramification, CD68, lysosomes, amyloidosis, therapeutic target
MeSH terms
Alzheimer Disease, Animals, Mice, Transgenic, Synapses, Amyloid beta-Protein Precursor, Microglia, Mice, Phospholipase C gamma, Plaque, Amyloid

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 2026-10-18.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-18.

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