PreprintCited by 4Neuroinflammation and Neurodegeneration MechanismsAlzheimer's disease research and treatmentsSphingolipid Metabolism and Signaling

Multi-omics analyses reveal novel effects of PLCγ2 deficiency in the mouse brain

Open access
Hopp, Sarah C., Rogers, Juliet Garcia, Smith, Sabrina, Campos, Gabriela, Miller, Henry, Barannikov, Savannah, Kuri, Eduardo Gutierrez, Wang, Hu +4 more·2023·bioRxiv (Cold Spring Harbor Laboratory)

Abstract

Phospholipase C gamma-2 (PLCγ2) catalyzes the hydrolysis of the membrane phosphatidylinositol-4,5-bisphosphate (PIP 2 ) to form diacylglycerol (DAG) and inositol trisphosphate (IP 3 ), which subsequently feed into numerous downstream signaling pathways. PLCG2 polymorphisms are associated with both reduced and increased risk of Alzheimer’s disease (AD) and with longevity. In the brain, PLCG2 is highly expressed in microglia, where it is proposed to regulate phagocytosis, secretion of cytokines/chemokines, cell survival and proliferation. We analyzed the brains of three-month-old PLCγ2 knockout (KO), heterozygous (HET), and wild-type (WT) mice using multiomics approaches, including shotgun lipidomics, proteomics, and gene expression profiling, and immunofluorescence. Lipidomic analyses revealed sex-specific losses of total cerebrum PIP 2 and decreasing trends of DAG content in KOs. In addition, PLCγ2 depletion led to significant losses of myelin-specific lipids and decreasing trends of myelin-enriched lipids. Consistent with our lipidomics results, RNA profiling revealed sex-specific changes in the expression levels of several myelin-related genes. Further, consistent with the available literature, gene expression profiling revealed subtle changes on microglia phenotype in mature adult KOs under baseline conditions, suggestive of reduced microglia reactivity. Immunohistochemistry confirmed subtle differences in density of microglia and oligodendrocytes in KOs. Exploratory proteomic pathway analyses revealed changes in KO and HET females compared to WTs, with over-abundant proteins pointing to mTOR signaling, and under-abundant proteins to oligodendrocytes. Overall, our data indicate that loss of PLCγ2 has subtle effects on brain homeostasis that may underlie enhanced vulnerability to AD pathology and aging via novel mechanisms in addition to regulation of microglia function. Significance Statement: The PLCG2 gene contains a number of rare variants linked with increased and decreased risk for Alzheimer’s disease and longevity, but little is known about the role of PLCγ2 in normal brain function. The results described herein are significant because they describe the effects of knockout of PLCγ2 on brain cell types, thus mimicking the loss of function Alzheimer’s disease risk mutation. Our data describe novel effects of PLCγ2 deficiency on myelin homeostasis and mTOR signaling that have not been previously described that may underlie its association with Alzheimer’s disease pathogenesis and longevity.

AI snapshot

Written from the paper’s full text.

TL;DR

Multi-omics analysis of 3-month-old PLCγ2 KO, HET, and WT mouse brains found subtle, sexually dimorphic changes, including loss of PIP2 and myelin lipids, reduced microglial reactivity markers, and altered oligodendrocyte-related genes/proteins. The authors conclude that PLCγ2 loss may enhance vulnerability to AD pathology and aging via microglia and, surprisingly, myelin dysfunction.

Key findings

  • PLCγ2 KO survival was reduced: 14% of males and 6% of females survived to weaning, with about 50% of KO mice estimated to die in utero; weaned KOs survived to 3 months with normal body and brain dry weights, but spleen dry weight increased by 40% versus WT and non-fasted blood glucose trended lower by approximately −18% (p=0.082).
  • Lipidomics showed sex-specific effects: 8 differentially abundant lipids (DALs) between KO and WT, 10 between KO and HET, and fewer DALs in males despite larger n; total cerebrosides were significantly decreased in KO versus WT and HET of both sexes, PIP2 was specifically lost in KO males versus sex-matched WT/HET with a decreasing trend in females, and total DAG showed a gene-dose-dependent trending decrease (p=0.076).
  • RNA profiling found 17 differentially expressed genes (DEGs) between WT and KO, 14 between HET and KO, and none between WT and HET; sex-specific analysis found six female DEGs but no male DEGs. Under-expressed DEGs included microglia genes (C1qa, C1qb, Ctss), while myelin/oligodendrocyte genes (Mog, Cnp, Plp1, Fth1, Bcas1) and astrocyte genes (Tmem47, S100b, Cst3, Serpine2) were altered.
  • Immunofluorescence showed decreased Iba1+ cell density in KO versus WT (p<0.05), a trending decrease in MAG area fraction (p=0.14), and no changes in NeuN or GFAP area fraction. Exploratory proteomics in females detected 552 differentially abundant proteins (DAPs; 356 over-abundant, 196 under-abundant) among 4,215 proteins, but none survived Benjamini-Hochberg correction; over-abundant proteins pointed to mTOR signaling and under-abundant proteins to oligodendrocytes/oligodendrocyte precursor cells.

Methods

  • Three-month-old PLCγ2 KO, heterozygous, and WT littermates of both sexes on a congenic C57BL6/J background were analyzed by shotgun lipidomics of cerebrum, Nanostring nCounter Glial Profiling Panel (cerebrum and brainstem), data-independent acquisition proteomics (female cerebrum), and immunofluorescence for Iba1, MAG, NeuN, and GFAP.
  • Lipidomics used MetaboAnalyst, PCA/PLS-DA, volcano plots, and 2-way ANOVA (genotype × sex) with Tukey post-hoc; RNA used DESeq2 controlling for sex and a quality-control covariate; proteomics used two-sample t-tests with KEGG/Enrichr pathway analysis; histology used ImageJ thresholding and particle counting.

Limitations

  • The paper states that sex-specific RNA analyses were underpowered and unadjusted, and that proteomic data are reported as unadjusted p-values because no proteins reached significance after Benjamini-Hochberg correction.
  • The paper states that the cause of death was not determined, that surviving KO animals may have compensatory mechanisms biasing downstream analyses, and that mechanisms of sexually dimorphic effects remain unclear.
  • Evident from the text: proteomics was performed only in female mice, the study endpoint was 3 months of age, and several pathway analyses were exploratory; the authors also note they did not measure PLA2G4A, DGKE, or DAGL.

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

Integrity signals

Registry

Crossref · 10.1101/2023.12.06.570499

Cites

58 of 58 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

50 of 65 cited sources checked · 24 supported · 0 flagged · accuracy not yet measured

  • Premisecitation

    The PLCγ2 P522R protective variant is a functional hypermorph.

    “The phospholipase C-γ−2 (PLCγ2) P522R protective variant is a functional hypermorph (12–16), while it is predicted that M28L is a loss-of-function variant (17).”
    Quote in the paperNot a substantial claim5 of 5 sources checked
    • cites [12] L. Magno , et al., Alzheimer’s disease phospholipase C-gamma-2 (PLCG2) protective variant is a functional hypermorph. Alzheimer’s Res. Ther. 11, 16 (2019). source
    • cites [13] 13. E. Maguire,, 2021, PIP2 depletion and altered endocytosis caused by expression of Alzheimer’s disease-protective variant PLCγ2 R522 source
    • cites [14] M. Takalo , et al., The Alzheimer’s disease-associated protective Plcγ2-P522R variant promotes immune functions. Mol. Neurodegener. 15 (2020). source
    • cites [15] H. Jing , et al., Phospholipase Cγ2 regulates endocannabinoid and eicosanoid networks in innate immune cells. Proc. Natl. Acad. Sci. U. S. A. 118 (2021). source
    • cites [16] source
  • Premisecitation

    M28L is predicted to be a loss-of-function variant.

    “The phospholipase C-γ−2 (PLCγ2) P522R protective variant is a functional hypermorph (12–16), while it is predicted that M28L is a loss-of-function variant (17).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [17] A. L. Oblak , et al., Plcg2M28L Interacts With High Fat/High Sugar Diet to Accelerate Alzheimer’s Disease-Relevant Phenotypes in Mice. Front. Aging Neurosci. 14 (2022). source

      The Introduction (page unavailable) says the precise effects of M28L have not yet been elucidated, but does not say whether it is predicted to be loss-of-function. Searches for a loss-of-function prediction and reduced M28L activity found no passage addressing that prediction; the Discussion discusses reduced PLCG2 expression, not a predicted effect of M28L. (LLM, conf=0.75)

      Experimental — accuracy not yet measured
  • Premisecitation

    In alignment with our data, this study also found reduced production of DAG in microglia isolated from Plcg2 KO mice.

    “In alignment with our data, this study also found reduced production of DAG in microglia isolated from Plcg2 KO mice (15).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [15] H. Jing , et al., Phospholipase Cγ2 regulates endocannabinoid and eicosanoid networks in innate immune cells. Proc. Natl. Acad. Sci. U. S. A. 118 (2021). source

      The Results (page unavailable; Fig. 4D) report that IgG-IC treatment increased SAG, a DAG species, in wild-type microglia but not in Plcg2 knockout microglia. This supports reduced stimulus-induced DAG-pathway activity, but the paper does not establish a general reduction in DAG production in the knockout microglia without that stimulus qualifier. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Interpretationreasoning

    Plcg2 deficiency leads to a mild inactivation of microglia.

    “Considering that microglia depletion leads to compensatory upregulation of astrocytic genes and activity (26, 27), taken together these results strongly suggest that Plcg2 deficiency leads to a mild inactivation of microglia.”
    • Also stated in: § Discussion · boosted
      “taken together these results strongly suggest that Plcg2 deficiency leads to a mild inactivation of microglia.”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [26] H. Konishi , et al., Astrocytic phagocytosis is a compensatory mechanism for microglial dysfunction. EMBO J. 39 (2020). source
    • cites [27] source

      The citation is attached to the premise about microglia depletion, not the citing authors’ subsequent inference about Plcg2. In Results (“A multicellular astrocytic reaction is responsible for cell body removal in the absence of microglia”; page unavailable), the source reports a compensatory astrocytic response after microglia were eliminated. It does not report upregulation of astrocytic genes or test Plcg2 deficiency. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Findingcitation

    Our gene expression data partially align with previously published transcriptome data from neonatal microglia isolated from Plcg2 KO mice.

    “Our gene expression data partially align with previously published transcriptome data from neonatal microglia isolated from Plcg2 KO mice”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [15] H. Jing , et al., Phospholipase Cγ2 regulates endocannabinoid and eicosanoid networks in innate immune cells. Proc. Natl. Acad. Sci. U. S. A. 118 (2021). source
  • Classified as probably not a substantial claim. 19
  • May combine two claims. 61
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Other more strongly hypermorphic PLCG2 variants are associated with APLAID, while other loss-of-function PLCG2 variants are associated with CVID and PLAID.

    “Other more strongly hypermorphic PLCG2 variants are associated with autoimmune PLCγ2-associated antibody deficiency and immune dysregulation (APLAID) (15), while other loss-of-function PLCG2 variants are associated with common variable immunodeficiency (CVID) and PLAID (18).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [15] H. Jing , et al., Phospholipase Cγ2 regulates endocannabinoid and eicosanoid networks in innate immune cells. Proc. Natl. Acad. Sci. U. S. A. 118 (2021). source

      The source’s Abstract (page unavailable) links germline PLCG2 exon deletions to PLAID, supporting that disease association. It does not identify those variants as loss-of-function or link PLCG2 variants to CVID. The APLAID clause carries a different citation, so it is not the basis of this verdict. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [18] J. T. Jackson , E. Mulazzani , S. L. Nutt , S. L. Masters , The role of PLCγ2 in immunological disorders, cancer, and neurodegeneration. J. Biol. Chem. 297 (2021). source

      The “PLCγ2 and immune deficiency” section (page unavailable) links PLCG2 mutations to both CVID and PLAID, but does not identify the CVID mutations as loss-of-function. It explicitly describes PLAID as driven by a gain-of-function mutation, contrary to the loss-of-function description. The separate APLAID clause is attached to citation (15), not this source’s citation (18). (LLM, conf=0.88)

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

    Premisecitation

    TREM2 and CD33 are also Alzheimer's disease risk genes.

    “In the brain, PLCγ2 is primarily expressed by microglia, where it serves as an important signaling node downstream of TREM2 and CD33 (19, 20), both also AD risk genes (21–23).”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites [21] source
    • cites [22] source
    • cites [23] source
  • May combine two claims.

    Premisecitation

    In the brain, PLCγ2 is primarily expressed by microglia, where it serves as an important signaling node downstream of TREM2 and CD33.

    “In the brain, PLCγ2 is primarily expressed by microglia, where it serves as an important signaling node downstream of TREM2 and CD33 (19, 20), both also AD risk genes (21–23).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [19] source
    • cites [20] source

      The section on other AD risk genes says PLCG2 is preferentially or selectively expressed in microglia, and the gene table places it downstream of SYK during ITAM signaling, consistent with a role in TREM2 signaling. It does not place PLCG2 downstream of CD33; the same section describes CD33 as an inhibitory receptor that opposes ITAM receptors and SYK. (LLM, conf=0.88)

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

    Premisecitation

    PLCG2 polymorphisms are associated with both reduced and increased risk of Alzheimer's disease and with longevity.

    “PLCG2 polymorphisms are associated with both reduced and increased risk of Alzheimer’s disease (AD) and with longevity.”
    • Also stated in: § Introduction · plain
      “Multiple PLCG2 gene polymorphisms have been recently associated with Alzheimer’s disease (AD), including rare coding variants that increase (e.g. M28L, rs61749044) and reduce (e.g. P522R, rs72824905) risk of Alzheimer’s disease (AD) and increase the likelihood of longevity (P522R) (1–10).”
    Quote in the paperSubstantial claim9 of 10 sources checked
    • cites [1] source

      The Results and Discussion passages concern PLX3397 treatment, amyloid accumulation, and oligomers in 5XFAD mice; they do not address PLCG2 polymorphisms or longevity. Searches for PLCG2 variants and for genetic associations with Alzheimer’s risk and longevity found no passage supporting the claim. Page numbers were not available in our copy. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
    • cites [2] source

      The Conclusions (page unavailable) state that the PLCG2 rs72824905-G allele is associated with decreased Alzheimer’s disease risk and an increased chance of longevity. The paper does not establish the claim’s additional association between PLCG2 polymorphisms and increased Alzheimer’s disease risk. (LLM, conf=0.90)

      Experimental — accuracy not yet measured
    • cites [3] 2017, Rare coding variants in PLCG2, ABI3, and TREM2 implicate microglial-mediated innate immunity in Alzheimer’s disease.

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites [4] 2020, PLCG2 protective variant p.P522R modulates tau pathology and disease progression in patients with mild cognitive impairment, Acta Neuropathol. source

      The Introduction (page not available) says the PLCG2 p.P522R variant protects against Alzheimer’s disease and reports a suggested positive effect on longevity. Neither that passage nor the retrieved passages identify a PLCG2 variant associated with increased Alzheimer’s risk, so that part of the claim is unsupported by our copy. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [5] source

      The ACE2 and APOE4 sections discuss genetic variants and Alzheimer’s disease risk, but neither addresses PLCG2 or longevity. Searches for PLCG2 polymorphisms and phospholipase C gamma 2 variants found no passage in our copy supporting the attributed associations; no page numbers were provided. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
    • cites [6] R. E. Marioni , et al., GWAS on family history of Alzheimer’s disease. Transl. Psychiatry 8 (2018). source

      The Results section (‘Novel genome-wide significant loci’; page unavailable) identifies a PLCG2 SNP, rs12444183, at a genome-wide significant Alzheimer’s disease risk locus. It does not establish that PLCG2 polymorphisms are associated with both reduced and increased AD risk. The paper’s references to longevity in the Methods and Discussion concern parental age and case ascertainment, not an association between PLCG2 and longevity. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [7] source

      The Results sections on PNN degradation and hippocampal place coding (page unavailable) concern grid-cell activity in rats, not human genetic associations. Searches for PLCG2 polymorphisms, Alzheimer’s disease risk, and longevity found no passage addressing the claim in our copy. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
    • cites [8] A. P. Tsai , et al., PLCG2 as a Risk Factor for Alzheimer’s Disease. bioRxiv, 2020.05.19.104216 (2020). source

      The Discussion reports that different PLCG2 variants may increase or reduce late-onset Alzheimer’s disease risk, and the Abstract identifies M28L as an increased-risk variant. Longevity appears only in the title of another study listed in the References; this paper does not itself report or discuss a longevity association. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
    • cites [9] source
    • cites [10] 2020, Examination of the Effect of Rare Variants in TREM2, ABI3, and PLCG2 in LOAD Through Multiple Phenotypes, J. Alzheimers. Dis source

      The Results (page unavailable) report that PLCG2 p.P522R was associated with reduced Alzheimer’s disease risk, and the Discussion (page unavailable) links it to enrichment in healthy centenarians. The Results attribute increased Alzheimer’s risk to variants in TREM2 and ABI3, not PLCG2; the cited paper does not support the claim that PLCG2 polymorphisms are associated with increased risk. (LLM, conf=0.88)

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

    Premisecitation

    Expression of PLCγ2 M28L in the mouse brain led to a transcriptomic profile that correlated with human AD modules and led to increased microglia density when fed a high fat diet.

    “Expression of PLCγ2 M28L in the mouse brain led to a transcriptomic profile that correlated with human AD modules and led to increased microglia density when fed with a high fat diet (17).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [17] A. L. Oblak , et al., Plcg2M28L Interacts With High Fat/High Sugar Diet to Accelerate Alzheimer’s Disease-Relevant Phenotypes in Mice. Front. Aging Neurosci. 14 (2022). source

      The Results section reports that Plcg2M28L and its interaction with a high-fat diet correlated with human AD gene-expression modules. It also reports increased microglial density in high-fat-fed female LOAD1.Plcg2M28L mice, but the claim omits the sex restriction and implies a general increase across the mouse brain. The Results specify the cortex, while the Discussion describes the increase as limited to the hippocampus; our copy does not resolve that discrepancy. No page numbers are provided. (LLM, conf=0.85)

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

    Premisecitation

    PLCG2 expression is associated with both amyloid and tau pathology.

    “PLCG2 expression has also been associated with both amyloid and tau pathology (4, 11).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [4] 2020, PLCG2 protective variant p.P522R modulates tau pathology and disease progression in patients with mild cognitive impairment, Acta Neuropathol. source

      The Discussion (page unavailable) links the PLCG2 p.P522R variant to reduced tau pathology in patients with mild cognitive impairment, with its strongest effect when amyloid pathology is present. That supports a connection to both pathologies, but the paper does not establish that PLCG2 expression itself is associated with both; it studies variant status and a separate co-expression network. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [11] A. P. Tsai , et al., PLCG2 is associated with the inflammatory response and is induced by amyloid plaques in Alzheimer’s disease. Genome Med. 14 (2022). source

      The Results section ('Increased PLCG2 expression levels are associated with amyloid plaques in the human brain'; page not provided) reports an association between PLCG2 expression and amyloid plaque density in three brain regions. It does not establish an association with tau pathology; the Discussion (page not provided) instead reports no increase in Plcg2 expression in a tauopathy mouse model. (LLM, conf=0.90)

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

    Premisecitation

    In microglia, PLCγ2 activity is downstream of TREM2 and Fc receptors, regulating inflammatory processes, migration, and endocytosis.

    “In microglia PLCγ2 activity has been documented to be downstream of TREM2 (19) and Fc receptors (15), regulating inflammatory processes, migration, and endocytosis (13, 16, 25, 33, 34).”
    Quote in the paperSubstantial claim5 of 7 sources checked
    • cites [19] source
    • cites [15] H. Jing , et al., Phospholipase Cγ2 regulates endocannabinoid and eicosanoid networks in innate immune cells. Proc. Natl. Acad. Sci. U. S. A. 118 (2021). source

      The Results report that PLCγ2 loss impairs prostaglandin production and microglial activation in response to inflammatory stimuli, with a possible effect on phagocytosis. The Discussion also describes PLCγ2 as signaling downstream of TREM2 in microglia. Our copy does not establish a role in microglial migration or endocytosis; its endocytosis mention is in the title of a referenced study. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [13] 13. E. Maguire,, 2021, PIP2 depletion and altered endocytosis caused by expression of Alzheimer’s disease-protective variant PLCγ2 R522 source
    • cites [16] source
    • cites [25] J. Obst , et al., PLCγ2 regulates TREM2 signalling and integrin-mediated adhesion and migration of human iPSC-derived macrophages. Sci. Rep. 11 (2021). source
    • cites [33] 2023, Carriers of the p.P522R variant in PLCγ2 have a slightly more responsive immune system, Mol. Neurodegener.

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites [34] S. Solomon , et al., Heterozygous expression of the Alzheimer’s disease-protective PLCγ2 P522R variant enhances Aβ clearance while preserving synapses. Cell. Mol. Life Sci. 79 (2022). source
  • May combine two claims.

    Premisecitation

    A previous study examining microglia gene expression from Plcg2 KO mice also found rewiring of PIP2 and DAG metabolism, with decreases in DGKE and DAGL which both degrade DAG and increases in PLA2G4A which shunts PI away from production of PIP2 to generate free fatty acids such as arachidonic acid.

    “A previous study examining microglia gene expression from Plcg2 KO mice also found rewiring of PIP2 and DAG metabolism, with decreases in DGKE and DAGL which both degrade DAG and increases in PLA2G4A which shunts PI away from production of PIP2 to generate free fatty acids such as arachidonic acid (15).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [15] H. Jing , et al., Phospholipase Cγ2 regulates endocannabinoid and eicosanoid networks in innate immune cells. Proc. Natl. Acad. Sci. U. S. A. 118 (2021). source

      Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

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

    Interpretationown data

    Our results are consistent with the 'buffering' of global plasma membrane PIP2 pool hypothesis, which proposes that stimulation of PIP2 hydrolysis occurs concurrently with an activation of PIP2 synthesis via Ca2+-sensitive stimulation of PI4-kinase.

    “Our results are consistent with the ‘buffering’ of global plasma membrane PIP2 pool hypothesis(31), which proposes that stimulation of PIP2 hydrolysis (e.g. via PLCγ2) occurs concurrently with an activation of PIP2 synthesis via Ca2+-sensitive stimulation of PI4-kinase(32).”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • Rests on an assumption: PLCγ2 catalyzes the hydrolysis of PIP2 to DAG and IP3.
  • May combine two claims.

    Interpretationcitation

    Three under-expressed pathways were related to aging, consistent with the previously reported association between PLCG2 and longevity.

    “On the other hand, three under-expressed pathways were related to aging, consistent with the previously reported association between PLCG2 and longevity(2).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
  • Classified as probably not a substantial claim.

    Study design and conductcitation

    Differential gene expression analysis was performed using DESeq2, controlling for sex and W1.

    “Differential gene expression analysis was performed using the DESeq2 R package (52), controlling for sex and W1.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [52] M. I. Love , W. Huber , S. Anders , Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 15 (2014). source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation

    The overall decreases in myelin lipids in Plcg2 KO mice may be due to cell autonomous effects of PLCG2 loss.

    “suggesting that perhaps the overall decreases in myelin lipids in Plcg2 KO mice may be due to cell autonomous effects of PLCG2 loss.”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites [36] S. Morabito , et al., Single-nucleus chromatin accessibility and transcriptomic characterization of Alzheimer’s disease. Nat. Genet. 53 (2021). source

      The Results section on oligodendrocyte co-expression reports reduced expression of a myelination-related gene module in Alzheimer’s disease, and the Discussion describes altered lipid-regulatory signaling in human oligodendrocytes. Neither addresses myelin lipid levels in Plcg2 knockout mice or whether PLCG2 loss has cell-autonomous effects (searched: PLCG2, knockout mice, myelin lipids). (LLM, conf=0.76)

      Experimental — accuracy not yet measured
    • cites [37] L. Brase , et al., A landscape of the genetic and cellular heterogeneity in Alzheimer disease. medRxiv 4 (2022). source
    • cites [38] S. Jäkel , et al., Altered human oligodendrocyte heterogeneity in multiple sclerosis. Nature 566 (2019). source

      The cited paper discusses oligodendrocyte populations and myelin-gene expression in human multiple sclerosis tissue (Abstract; no page supplied). Searches for PLCG2, Plcg2 knockout mice, myelin lipids, and cell-autonomous effects found no passage addressing the proposed explanation for lipid decreases. (LLM, conf=0.76)

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

    Premisecitation

    PLCγ2 is an important downstream mediator of B cell and T cell receptors.

    “PLCγ2 is an important downstream mediator of B cell an T cell receptors (18).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [18] J. T. Jackson , E. Mulazzani , S. L. Nutt , S. L. Masters , The role of PLCγ2 in immunological disorders, cancer, and neurodegeneration. J. Biol. Chem. 297 (2021). source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    PLCγ2 is necessary for separation of blood and lymphatic vessels in mice and osteoclastogenesis, and PLCγ2 outside of the brain has roles in immune deficiencies, autoimmunity, and cancer.

    “PLCγ2 is necessary for separation of blood and lymphatic vessels in mice (29) and osteoclastogenesis (42), and PLCγ2 outside of the brain has roles in immune deficiencies, autoimmunity, and cancer (18).”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites [29] source
    • cites [42] source
    • cites [18] J. T. Jackson , E. Mulazzani , S. L. Nutt , S. L. Masters , The role of PLCγ2 in immunological disorders, cancer, and neurodegeneration. J. Biol. Chem. 297 (2021). source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    Quality control was performed using RUV_total to generate W1 for correcting unwanted sources of sample-level variance.

    “Quality control was performed using the RUV_total function from the NanoNormIter R package to generate a continuous metadata value (“W1”) for each sample, which was used for correcting unwanted sources of sample-level variance (51).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [51] A. Bhattacharya , et al., An approach for normalization and quality control for NanoString RNA expression data. Brief. Bioinform. 22 (2021). source

      The Normalization section says the paper estimated unwanted technical factors using RUVg from RUVSeq and removed estimated variation using limma’s removeBatchEffects. This supports the general purpose of correcting unwanted variation, but not the attributed use of RUV_total from NanoNormIter or generation of a per-sample value called W1. Page numbers were not available in our copy. (LLM, conf=0.88)

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

    Interpretationcitation

    Loss of PLCγ2 enhances T cell mediated oligodendrocyte and microglia dyshomeostasis, which could explain the results showing that myelin lipids decrease in PLCγ2 KO mice.

    “perhaps loss of PLCγ2 enhances T cell mediated oligodendrocyte and microglia dyshomeostasis which could explain our results showing that myelin lipids decrease in PLCγ2 KO mice (Figure 3A–C).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [43] 2022, CD8+ T cells induce interferon-responsive oligodendrocytes and microglia in white matter aging, Nat. Neurosci source

      The Results section reports that CD8+ T cells induce interferon-responsive oligodendrocytes and microglia in aged white matter, and that mice lacking functional CD8+ T cells have less oligodendrocyte loss. It does not establish that loss of PLCγ2 enhances those T-cell-mediated changes. The decrease in myelin lipids is described in the citing sentence as the citing authors’ own result, not a finding attributed to this source. Page numbers were not available in our copy. (LLM, conf=0.87)

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

    Interpretationcitation

    Microglia-oligodendrocyte interactions may account for the change in myelin lipids in Plcg2 KO mice, since microglia are critical for the development of myelin and Plcg2 is disrupted constitutively.

    “Microglia-oligodendrocyte interactions may account for this change in myelin lipids since microglia are critical for the development of myelin (35) and in the study herein Plcg2 is disrupted constitutively.”
    • Also stated in: § Discussion · hedged
      “PLCγ2 mRNA has relatively low expression in oligodendrocytes compared to microglia (12), so it is likely that microglia-oligodendrocyte interactions may account for this change in myelin lipids since microglia are critical for the development of myelin (35).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [35] A. Wlodarczyk , et al., A novel microglial subset plays a key role in myelinogenesis in developing brain. EMBO J. 36 (2017). source
  • May combine two claims.

    Premisecitation

    Microglia are the main cell type that express Plcg2 in the brain, with relatively low expression in oligodendrocytes, the cells that produce myelin.

    “These results were surprising given that microglia are the main cell type that express Plcg2 in the brain, with relatively low expression in oligodendrocytes, the cells that produce myelin (12).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [12] L. Magno , et al., Alzheimer’s disease phospholipase C-gamma-2 (PLCG2) protective variant is a functional hypermorph. Alzheimer’s Res. Ther. 11, 16 (2019). source
  • May combine two claims.

    Premisecitation

    Previously published transcriptome data from neonatal microglia isolated from Plcg2 KO mice found reduced expression of disease-associated microglia markers, reduced expression of genes associated with lysosomal function, phagocytosis of apoptotic cells, and extracellular matrix degradation, and increased expression of complement, major histocompatibility complex, inflammatory chemokine, and Inter

    “which found reduced expression of disease-associated microglia markers, as well as reduced expression of genes associated with lysosomal function, phagocytosis of apoptotic cells, and extracellular matrix degradation and increased expression of complement, major histocompatibility complex, inflammatory chemokine, and interferon response genes (15).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [15] H. Jing , et al., Phospholipase Cγ2 regulates endocannabinoid and eicosanoid networks in innate immune cells. Proc. Natl. Acad. Sci. U. S. A. 118 (2021). source
  • May combine two claims.

    Findingown data

    PLCγ2 depletion led to significant losses of myelin-specific lipids and decreasing trends of myelin-enriched lipids.

    “In addition, PLCγ2 depletion led to significant losses of myelin-specific lipids and decreasing trends of myelin-enriched lipids.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Exploratory proteomic pathway analyses revealed changes in KO and HET females compared to WTs, with over-abundant proteins pointing to mTOR signaling, and under-abundant proteins to oligodendrocytes.

    “Exploratory proteomic pathway analyses revealed changes in KO and HET females compared to WTs, with over-abundant proteins pointing to mTOR signaling, and under-abundant proteins to oligodendrocytes.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    There was a significant main effect of genotype, with a specific loss of PIP2 in Plcg2 KO males compared to sex-matched WT and HET mice and a decreasing trend in females.

    “We also found no changes in total PIP or PIP3 levels in the cerebrum (Figure 4E and 4G), but we did observe a significant main effect of genotype, with a specific loss of PIP2 in Plcg2 KO males compared to sex-matched WT and HET mice and a decreasing trend in females (Figure 4F).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    There were decreasing trends in markers of neurodegenerative microglia (MgND, p=0.081) and stage 1 disease associated microglia (DAM) markers (p=0.178).

    “Similarly, we found decreasing trends in markers of neurodegenerative microglia (MgND, p=0.081, Supplemental Figure 3B) and stage 1 disease associated microglia (DAM) markers (p=0.178, Supplemental Figure 3C).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    DESeq2 likelihood ratio test differential gene expression analysis revealed six female differentially expressed genes but not a single male differentially expressed gene.

    “Furthermore, DESeq2 likelihood ratio test (LRT) differential gene expression analysis revealed six female DEGs (Figure 5I, Supplemental Dataset 6) but not a single male DEG (Supplemental Figure 2I).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    There was a significant decrease of cerebrosides in the cerebrum that was dependent on genotype and sex, with significantly less total cerebroside in Plcg2 KO mice compared to both WT and HET mice of both sexes.

    “We found a significant decrease of cerebrosides in the cerebrum that was dependent on genotype and sex, with post-hoc analysis revealing significantly less total cerebroside in Plcg2 KO mice compared to both WT and HET mice of both sexes (Figure 3A).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Although we found expected decreases in one of the products of the PLCγ2 enzymatic reaction, i.e. DAG, in Plcg2 KO mice, we found a decrease in the substrate of PLCγ2 enzymatic reaction, i.e. PIP2, rather than the expected accumulation.

    “Although we found expected decreases in one of the products of the PLCγ2 enzymatic reaction, i.e. DAG, in Plcg2 KO mice (Figure 3), we found a decrease in the substrate of PLCγ2 enzymatic reaction, i.e. PIP2 (Figure 3), rather than the expected accumulation.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: PLCγ2 catalyzes the hydrolysis of PIP2 to DAG and IP3.
  • May combine two claims.

    Findingown data

    One out of two Plcg2 KO males survived until weaning age, while only one out of five Plcg2 KO females did so.

    “In other words, one out of two Plcg2 KO males survived until weaning age, while only one out of five Plcg2 KO females did so.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Further examination of N- and OH-sulfatide revealed a trending decrease in PLCG2 KO compared to WT mice (p=0.13) and a main effect of sex.

    “There were no significant changes in total cerebrum sulfatide (Figure 3D), but further examination of N- and OH-sulfatide revealed a trending decrease in PLCG2 KO compared to WT mice (p=0.13, Figure 3E) and a main effect of sex (Figure 3F), respectively.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    There were significant effects of sex (p<0.001) and genotype (p=0.03) on total cerebrum ethanolamine plasmalogen, with a trending decrease in PLCG2 KO compared to WT mice (p=0.10).

    “There were significant effects of sex (p<0.001) and genotype (p=0.03) on total cerebrum ethanolamine plasmalogen, with a trending decrease in PLCG2 KO compared to WT mice (p=0.10, Figure 3G).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Pairwise differential gene expression analysis on the metadata revealed 17 differentially expressed genes between Plcg2 WT and KO and 14 between Plcg2 HET and KO.

    “pairwise differential gene expression analysis on the metadata (including both brain regions and both sexes) revealed 17 differentially expressed genes (DEGs) between Plcg2 WT and KO (Figure 5D, Supplemental Dataset 3) and 14 DEGs between Plcg2 HET and KO using DESeq2 (Wald’s test, Benjamini Hochberg, p-adj<0.05) (Figure 5E, Supplemental Dataset 4).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Shotgun lipidomics on brain cerebrum revealed major sex-specific alterations and relatively minor genotype effects at the whole lipidome level.

    “Shotgun lipidomics on brain cerebrum revealed major sex-specific alterations and relatively minor genotype effects at the whole lipidome level (Figure S2A).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Average litter sizes at birth (5.2 pups) and at weaning (4.6 mice) indicate that ~0.6 pups/litter died postnatally.

    “Average litter sizes at birth (5.2 pups) and at weaning (4.6 mice) indicate that ~0.6 pups/litter died postnatally (Figure 1A).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    There were significant effects of genotype and sex on decreasing N- and OH-cerebrosides levels in the cerebrum, but only N-cerebrosides were significantly reduced in Plcg2 KO mice compared to WT and HET mice of both sexes.

    “Further characterization revealed significant effects of genotype and sex on decreasing N- and OH-cerebrosides levels in the cerebrum (Figure 3B–C), but only N-cerebrosides were significantly reduced in Plcg2 KO mice compared to WT and HET mice of both sexes (Figure 3B).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Genes coding for major myelin proteins (Mog, Cnp, Plp1) were significantly altered in metadata and/or sex-specific analysis, as well as other genes primarily expressed by oligodendrocytes (Fth1, Bcas1).

    “Genes coding for major myelin proteins (Mog, Cnp, Plp1) were also significantly altered in metadata and/or sex-specific analysis, as well as other genes primarily expressed by oligodendrocytes (Fth1, Bcas1) (Figure 5J).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Proteomics results identified 8 PLC family members in the mouse brain, with PLCβ1 being by far the most abundant one, and PLCγ2 being below detection limit.

    “Our proteomics results identified 8 PLC family members in the mouse brain, with PLCβ1 being by far the most abundant one, and PLCγ2 being below detection limit.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    All weaned Plcg2 KO mice survived until three months of age and displayed normal body weights.

    “Despite lower birth/weaning survival, all weaned Plcg2 KO mice survived until three months of age (end point of the study) and displayed normal body weights (Figure 1B).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    There was an interaction between sex and genotype in MAPK and PI3K related genes (p=0.028), T-cell signaling (p=0.046), and complement system genes (p=0.046).

    “We also found interaction between sex and genotype in MAPK and PI3K related genes (p=0.028, Supplemental Figure 3D), T-cell signaling (p=0.046, Supplemental Figure 3E), and complement system genes (p=0.046, Supplemental Figure 3F).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    We observed an evident increase in the density of blood-filled vessels in Plcg2 KO intestines, that were thinner and more arborized than those of WT controls.

    “Specifically, we observed an evident increase in the density of blood-filled vessels in Plcg2 KO intestines, that were thinner and more arborized than those of WT controls.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    There was a trending main effect of genotype on MAG area fraction (p=0.14) with KO mice showing less MAG labeling compared to WT (p=0.16) and HET (p=0.24).

    “There was a trending main effect of genotype on MAG area fraction (p=0.14) with KO mice showing less MAG labeling compared to WT (p=0.16) and HET (p=0.24) (Figure 7D).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    PCA revealed differences in proteins due to mouse and/or sample effects outweigh differences due to genotype, indicating that Plcg2 depletion does not have major effects at the whole brain proteome level under physiological conditions in young adult mice.

    “PCA revealed differences in proteins due to mouse and/or sample effects outweigh differences due to genotype (Figure 8A), indicating that Plcg2 depletion does not have major effects at the whole brain proteome level under physiological conditions in young adult mice.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    There were no changes in the area fraction of neuronal nuclei across any genotype, nor gross changes in NeuN distribution or morphology.

    “We also evaluated changes in NeuN and did not observe any changes in the area fraction of neuronal nuclei across any genotype (Figure 7E) nor did we observe any gross changes in NeuN distribution or morphology.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    There was a main effect of sex and a Plcg2 gene-dose dependent trending decrease in total DAG in the cerebrum (p=0.076).

    “We found a main effect of sex and a Plcg2 gene-dose dependent trending decrease in total DAG in the cerebrum (p=0.076, Figure 4A).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given

    Yields of Plcg2 KO mice were lower than expected based on theoretical Mendelian genetics (~25%) with females showing higher mortality rates than males.

    “Yields of Plcg2 KO mice were lower than expected based on theoretical Mendelian genetics (~25%) with females showing higher mortality rates than males.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Plcg2 HET mice displayed intermediate spleen weights and basal glucose levels for both sexes.

    “Note that Plcg2 HET mice displayed intermediate spleen weights and basal glucose levels for both sexes.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    There were sex-specific effects on expression of oligodendrocyte (p<0.001), macrophages/microglia (p<0.001), and neuron (p<0.001) genes.

    “There were also sex-specific effects on expression of oligodendrocyte (p<0.001, Supplemental Figure 3G), macrophages/microglia (p<0.001, Supplemental Figure 3H), and neuron (p<0.001, Supplemental Figure 3I) genes.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    KEGG pathway analysis using all differentially abundant proteins highlighted pathways relevant to aging and neurodegenerative disease, and alterations in amino acid metabolism and ribosome biogenesis.

    “Furthermore, we performed KEGG pathway analysis using all DAPs to understand the biological processes that were perturbed across Plcg2 genotypes. The results highlighted a variety of pathways relevant to aging and neurodegenerative disease. Interestingly, the results also show evidence of alterations in amino acid metabolism and ribosome biogenesis (Fig. 8H).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Volcano plots revealed 8 differentially abundant lipids between Plcg2 KO and WT, 10 between KO and HET, and no differentially abundant lipids between HT and KO females.

    “Volcano plots revealed 8 differentially abundant lipids (DALs) (Benjamini, Krieger and Yekutieli adjusted p-value <0.05,) between Plcg2 KO and WT (Figure 2C), 10 DALs between KO and HET (Figure 2D), and no DALs between HT and KO females (Figure S2F).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    There was a significant main effect of genotype on genes related to homeostatic microglia (p=0.001), which were significantly reduced in female KO brains compared to WT/HT, and trended to decrease in male KOs.

    “We found a significant main effect of genotype on genes related to homeostatic microglia (p=0.001, Supplemental Figure 3A), which were significantly reduced in female KO brains compared to those of WT/HT, and trended to decrease in male KOs.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Gene expression of major myelin proteins (Mog, Cnp, Plp1) and other genes primarily expressed by oligodendrocytes (Fth1, Bcas1) were significantly altered in our Nanostring analysis.

    “Consistent with our lipidomics and proteomics results, gene expression of major myelin proteins (Mog, Cnp, Plp1) and other genes primarily expressed by oligodendrocytes (Fth1, Bcas1) were also significantly altered in our Nanostring analysis.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Our results show changes in other genes associated with AD (Bcas1, Abca1) and pathways associated with longevity (mTOR signaling).

    “Notably, our results also show changes in other genes associated with AD (Bcas1, Abca1) and pathways associated with longevity (mTOR signaling).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Our lipidomics results showed significant decreases in myelin-specific lipids (cerebrosides) and decreasing trends in myelin-enriched lipids (sulfatides and phosphatidylethanolamine plasmalogens) in Plcg2 KO mice.

    “Surprisingly, our lipidomics results also showed significant decreases in myelin-specific lipids (i.e. cerebrosides) and decreasing trends in myelin-enriched lipids (i.e. sulfatides and phosphatidylethanolamine plasmalogens) in Plcg2 KO mice (Figure 3).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Changes in microglia and T cells were in females and males respectively.

    “Interestingly, changes in microglia and T cells were in females and males respectively”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    We observed increases in complement and decreases in homeostatic microglia in female Plcg2 KO mice.

    “We observed increases in complement and decreases in homeostatic microglia in female Plcg2 KO mice (Supplemental Figure 3A, 3F).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Sexual dimorphism was pronounced in survival of Plcg2 KO mice, as well as our lipidomic analyses, with changes more pronounced in females.

    “Sexual dimorphism was pronounced in survival of Plcg2 KO mice (Figure 1), as well as our lipidomic analyses, with changes more pronounced in females (Figure 2).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Loss of PLCγ2 has subtle effects on brain homeostasis that may underlie enhanced vulnerability to AD pathology and aging via novel mechanisms in addition to regulation of microglia function.

    “Overall, our data indicate that loss of PLCγ2 has subtle effects on brain homeostasis that may underlie enhanced vulnerability to AD pathology and aging via novel mechanisms in addition to regulation of microglia function.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Loss of PLCγ2 would not only prevent PIP2 hydrolysis, but also prevent its synthesis, potentially explaining the observed overall reduction of PIP2 levels.

    “Thus, loss of PLCγ2 would not only prevent PIP2 hydrolysis, but also prevent its synthesis, potentially explaining the observed overall reduction of PIP2 levels.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: PLCγ2 catalyzes the hydrolysis of PIP2 to DAG and IP3.
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationcitation

    The cause of death was not determined but may be related to the previously described essential role of PLCγ2 in initiating the separation of the blood and lymphatic vasculature.

    “The cause of death was not determined but may be related to the previously described essential role of PLCγ2 in initiating the separation of the blood and lymphatic vasculature (29).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [29] source
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationcitation

    Compensatory reductions in expression of PLA2G4A, DGKE, or DAGL could explain our observed increase in PIP2.

    “While we did not measure PLA2G4A, DGKE, or DAGL in our study, compensatory reductions in expression of these enzymes could explain our observed increase in PIP2.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: PLCγ2 catalyzes the hydrolysis of PIP2 to DAG and IP3.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    The survival numbers are robust as they are based on 98 litters.

    “These numbers are robust as they are based on 98 litters.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductnone given

    Sex-specific analyses were underpowered and unadjusted.

    “Note that sex-specific analyses were underpowered and unadjusted.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationreasoning

    Although internal bleeding likely explains early mortality, the mechanism(s) underlying the observed sex-specific mortality rates remain unclear.

    “Although internal bleeding likely explains early mortality, the mechanism(s) underlying the observed sex-specific mortality rates remain unclear.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    Nanostring RNA expression profiles in Plcg2 WT and HET brains were virtually identical, while a subset of genes was differentially expressed in Plcg2 KO compared to Plcg2 WT and HET.

    “Taken together our metadata analysis demonstrated that Nanostring RNA expression profiles in Plcg2 WT and HET brains were virtually identical, while a subset of genes was differentially expressed in Plcg2 KO compared to Plcg2 WT and HET.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    PLCγ2 is a major regulator of brain PIP2 homeostasis despite being expressed at relatively low levels in the brain compared to other family members.

    “Considering that the PLC family is composed by 14 members (including 2 catalytically inactive members), these results suggest that PLCγ2 is a major regulator of brain PIP2 homeostasis despite being expressed at relatively low levels in the brain compared to other family members.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: PLCγ2 catalyzes the hydrolysis of PIP2 to DAG and IP3.
  • May combine two claims.

    Interpretationcitation

    These results are in line with high levels of Plcg2 gene expression in spleen B-cells, suggestive of a potential role of Plcg2 in spleen homeostasis.

    “These results are in line with high levels of Plcg2 gene expression in spleen B-cells (particularly in T1, T2 and follicular B-cells) (Gene Expression Commons), suggestive a potential role of Plcg2 in spleen homeostasis.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Gene Expression Commons

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

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

    Premisecitation

    A previous study reported marked decreases in the most mature B cell population in Plcg2 deficient mice.

    “In fact, a previous study reported marked decreases in the most mature B cell population in Plcg2 deficient mice(30).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [30] D. Wang , et al., Phospholipase Cgamma2 is essential in the functions of B cell and several Fc receptors [In Process Citation]. Immunity 13 (2000). source
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Previous studies have reported internal hemorrhaging during development in other Plcg2 deficient mouse models, which have been proposed to be caused by rupture of blood-filled fragile lymphatic vessels by mechanical stress or pressure of the blood flow.

    “Previous studies have reported internal hemorrhaging during development in other Plcg2 deficient mouse models (29, 30), which have been proposed to be caused by rupture of blood-filled fragile lymphatic vessels by mechanical stress or pressure of the blood flow (29).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [29] source
    • cites [30] D. Wang , et al., Phospholipase Cgamma2 is essential in the functions of B cell and several Fc receptors [In Process Citation]. Immunity 13 (2000). source
  • May combine two claims.

    Interpretationown data

    The reduction in myelin lipids corresponds with the observed trending reduction of MAG by immunohistochemistry, which could result from altered oligodendrocyte homeostasis and/or myelin abnormalities.

    “This reduction in myelin lipids corresponds with our observed trending reduction of MAG by immunohistochemistry, which could result from altered oligodendrocyte homeostasis and/or myelin abnormalities.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Loss of PLCγ2 function has subtle but highly sexually dimorphic effects on brain homeostasis that may underlie enhanced vulnerability to AD pathology via microglia and myelin dysfunction.

    “Overall, our data suggest that loss of PLCγ2 function has subtle but highly sexually dimorphic effects on brain homeostasis that may underlie enhanced vulnerability to AD pathology via microglia and, surprisingly, myelin dysfunction.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Mass spectrometry data was processed in Scaffold DIA filtered at 1% FDR using a minimum peptide count of 4.

    “Mass spectrometry data was processed in Scaffold DIA (Proteome Software) filtered at 1% FDR using a minimum peptide count of 4.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Loss of PLCγ2 alters microglia reactivity, potentially leading to downstream loss of myelin without strongly affecting neurons by the measures examined.

    “Taken together with our lipidomic, gene expression, and histology data suggest that loss of PLCγ2 alters microglia reactivity, potentially leading to downstream loss of myelin without strongly affecting neurons by the measures we have examined.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Volcano plots were generated with GraphPad Prism using multiple t-tests with post-hoc FDR 5% (2-stage step-up method, Benjamini, Kieger Yekutieli).

    “Volcano plots were generated with GraphPad Prism using multiple t-tests with post-hoc FDR 5% (2-stage step-up method, Benjamini, Kieger Yekutieli).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationreasoning

    Differences between our results and previously published results may be related to the age of the mice studied and methodological differences.

    “Differences between our results and these previously published results may be related to the age of the mice studied and methodological differences, e.g. isolated microglia vs whole brain gene expression.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationnone given

    Other cellular interactions may mediate the disruption of myelin lipids in Plcg2 KO mice.

    “However, other cellular interactions may mediate the disruption of myelin lipids in Plcg2 KO mice.”
    Quote in the paperNot a substantial claim
73 of 73
  • The paper relies on this without support.

    PLCγ2 catalyzes the hydrolysis of PIP2 to DAG and IP3.

    “Phospholipase C gamma-2 (PLCγ2) catalyzes the hydrolysis of the membrane phosphatidylinositol-4,5-bisphosphate (PIP2) to form diacylglycerol (DAG) and inositol trisphosphate (IP3), which subsequently feed into numerous downstream signaling pathways.”
    “PLCγ2 catalyzes the hydrolysis phosphatidylinositol-4,5-bisphosphate (PIP2) to diacylglycerol (DAG) and inositol trisphosphate (IP3).”
  • The paper relies on this without support.

    The consequences of PLCγ2 loss-of-function in the brain remain largely unknown.

    “However, the consequences of PLCγ2 loss-of-function in the brain remain largely unknown.”
  • The paper relies on this without support.

    PLCγ2 plays a role in both AD and autoimmunity, and both are more prevalent in women.

    “PLCγ2 plays a role in both AD and autoimmunity, both of which are more prevalent in women.”
3 of 3

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Previous studies have identified significantly reduced birth rates of mice deficient in PLCG2, with females being more significantly impacted.

    “Previous studies have also identified significantly reduced birth rates of mice deficient in PLCG2, with females being more significantly impacted.”

    From PLCG2 modulates TREM2 expression and signaling in response to Alzheimer's disease pathology (2025) · cites this paper as [45]

    The Results section reports fewer Plcg2 knockout mice than expected surviving to weaning—14% of males and 6% of females—and infers that some died in utero. The Discussion likewise reports lower-than-expected knockout yields and higher female mortality. However, the cited passages do not establish a statistically significant reduction in birth rates or a statistically significant sex difference; much of the measured difference concerns survival to weaning, not birth alone. Page numbers are unavailable in our copy. (LLM, conf=0.85)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • T-cell signaling is assigned two different supplemental panels

    Minor

    The results assign T-cell signaling to Supplemental Figure 3E and MAPK/PI3K genes to 3D, but the discussion cites 3D for T-cell signaling.

  • Discussion cites Figure 3 for lipid changes assigned to Figure 4

    Minor

    The discussion cites Figure 3 for the DAG and PIP2 findings, whereas the results assign those findings to Figure 4.

  • KO-versus-HET female lipid counts conflict

    Minor

    The same results passage reports 10 differentially abundant lipids between KO and HET mice, then says there were none between those genotypes in females. The surrounding passage describes the female analysis, so these counts conflict.

  • Discussion reverses the reported direction of the PIP2 change

    Minor

    The results and earlier discussion report a decrease in PIP2 in KO mice, but a later discussion sentence calls it an observed increase.

4 of 4

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Authors
Hopp, S. C., Rogers, J. G., Smith, S., Campos, G., Miller, H., Barannikov, S., Kuri, E. G., Wang, H., Han, X., Bieniek, K. F., Weintraub, S. T., & Palavicini, J. P.
Affiliations
  • The University of Texas at San Antonio Health Science Center (US)
  • Instituto Tecnológico de Costa Rica (CR)
Corresponding author
  • Hopp, Sarah C.
  • Palavicini, Juan Pablo
Venue
bioRxiv (Cold Spring Harbor Laboratory)
Publisher
openRxiv
Published
2023-12-08
OpenAlex
W4389491046
Cited by
4
References
56
Citations by year
2026: 1 · 2025: 2 · 2024: 1
Type
posted content
Language
en
Open access
Licence
cc-by-nd
Locations
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nd)
  • PubMed (publishedVersion)
  • PubMed Central (submittedVersion, cc-by-nd)
Funders
  • Alzheimer's Association (AARG-21-)
  • National Institutes of Health (5k01ag066747-05, 1r56ag061729-01, AG013319, AG061729, AG066747, 2p30ag013319-31, 5r01ag061729-03, 2p30ag044271-11, 5p30ag066546-05)
  • National Institute on Aging (RF1AG061729)
  • National Institute of General Medical Sciences (R25GM130437)
Topics
  • Life Sciences › Neuroscience › Neurology › Neuroinflammation and Neurodegeneration Mechanisms
  • Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Sphingolipid Metabolism and Signaling
Keywords
PLCγ2, myelin homeostasis, phosphatidylinositol 4,5-bisphosphate, diacylglycerol, mTOR signaling, microglia, oligodendrocytes, sex differences, Alzheimer's disease risk, longevity, brain lipidomics, proteomics, gene expression

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.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

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

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

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