Cited by 37Immune cells in cancerCancer Immunotherapy and BiomarkersProtease and Inhibitor Mechanisms

Cystatin C is glucocorticoid responsive, directs recruitment of Trem2+ macrophages, and predicts failure of cancer immunotherapy

Open access
Kleeman, Sam O., Thakir, Tuba Mansoor, Demestichas, Breanna, Mourikis, Nicholas, Loiero, Dominik, Ferrer, Miriam, Bankier, Sean, Riazat-Kesh, Yosef J.R.A. +23 more·2023·Cell Genomics

Published version of a preprint

Abstract

Cystatin C (CyC), a secreted cysteine protease inhibitor, has unclear biological functions. Many patients exhibit elevated plasma CyC levels, particularly during glucocorticoid (GC) treatment. This study links GCs with CyC's systemic regulation by utilizing genome-wide association and structural equation modeling to determine CyC production genetics in the UK Biobank. Both CyC production and a polygenic score (PGS) capturing predisposition to CyC production were associated with increased all-cause and cancer-specific mortality. We found that the GC receptor directly targets CyC, leading to GC-responsive CyC secretion in macrophages and cancer cells. CyC-knockout tumors displayed significantly reduced growth and diminished recruitment of TREM2+ macrophages, which have been connected to cancer immunotherapy failure. Furthermore, the CyC-production PGS predicted checkpoint immunotherapy failure in 685 patients with metastatic cancer from combined clinical trial cohorts. In conclusion, CyC may act as a GC effector pathway via TREM2+ macrophage recruitment and may be a potential target for combination cancer immunotherapy.

AI snapshot

Written from the paper’s full text.

TL;DR

Cystatin C (CyC) is a glucocorticoid-responsive secreted protein that is constitutively produced by monocytes in health but induced in macrophages and cancer cells during inflammation or malignancy. The authors link CyC production to TREM2+ macrophage recruitment and show that a CyC-production polygenic score predicts worse outcomes, including failure of checkpoint immunotherapy.

Key findings

  • In UK Biobank, a CyC-production PGS was associated with reduced subject lifespan (p = 0.00013) and parental lifespan (p < 1e−16), while blood-derived CyC residual predicted increased all-cause mortality (HR = 1.56, p < 1e−16) and cancer-specific mortality (HR = 1.22, p < 1e−16).
  • CST3 knockout in Mm1 pancreatic cancer cells reduced in vivo tumor growth and depleted Trem2+ macrophages (adjusted p = 0.004, ratio = 0.098); Trem2+ cell depletion was validated by immunohistochemistry.
  • In 685 European patients with metastatic cancer treated with checkpoint immunotherapy, the exome-wide CyC-production PGS was associated with worse progression-free survival (HR = 1.29, p = 0.0005), worse overall survival (HR = 1.09, p = 0.10), and reduced durable clinical benefit (OR = 0.78, p = 0.003).
  • Dexamethasone increased CyC secretion in A549, HeLa, macrophage-like THP-1, and primary M2 macrophages, and dexamethasone-treated COVID-19 patients showed increased creatinine-normalized CyC at early time points that normalized by day 7.

Methods

  • UK Biobank discovery GWAS for eGFR-CyC and eGFR-creatinine in 381,764 European subjects, followed by structural equation modeling to estimate latent CyC production and renal function; PGS derived with LDpred2 and validated in 50,000 held-out unrelated European subjects.
  • In vitro glucocorticoid treatment in cancer and myeloid cell lines and primary human monocytes/macrophages/dendritic cells; in vivo mouse models including C26 cancer progression, CST3−/− Mm1 tumors, biflank anti-PD-L1 experiments, scRNA-seq, immunohistochemistry, and digital pathology.
  • Clinical and genomic analyses in UK Biobank, TCGA, GTEx, STARNET, COVID-19 cohorts from Calgary and Berlin, an adrenal insufficiency crossover trial, and a pan-immunotherapy cohort of 8 published CPI cohorts (n = 685 European patients).

Limitations

  • The paper states that many analyses are associative and rely on surrogate measures of CyC production, including CST3 mRNA, CyC residual, and CyC-production PGSs; PGS analyses were performed in held-out or independent cohorts to reduce overfitting.
  • The authors state that glucocorticoid effects are pleiotropic, that CyC may be one of many mechanisms of glucocorticoid-induced immunosuppression, and that the precise molecular mechanism linking CyC to Trem2+ macrophages and the origin of those macrophages remain unknown.
  • The paper states that the CyC-production PGS prediction of immunotherapy failure requires experimental confirmation; the text also makes evident that trans-ancestral portability of the PGS was poor in African and Central/South Asian ancestry groups, and non-European GWAS/SEM analyses were underpowered.

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

Integrity signals

Registry

Crossref · 10.1016/j.xgen.2023.100347

Cites

121 of 121 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

51 of 69 cited sources checked · 22 supported · 1 flagged · accuracy not yet measured

  • Premisecitation

    The positive association between GC exposure and CyC production has been recapitulated experimentally in vitro, in vivo, and in patients.

    “This positive association between GC exposure and CyC production has been recapitulated experimentally in vitro,18 in vivo,19 and in patients.11,20,21”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites [18] Bjarnadóttir M. Grubb A. Ólafsson Í. Promoter-mediated, dexamethasone-induced increase in cystatin c production by hela cells Scand. J. Clin. Lab. Invest. 1995 10.3109/00365519509110261 8633186 source
    • cites [19] Zhu X.R. Ge N. Wang Y. Zhai J.L. Liu C. Corticosteroids significantly increase cystatin C levels in the plasma by promoting cystatin C production in rats Ren. Fail. 41 2019 698 703 10.1080/0886022X.2019.1638798 31352865 PMC6711078 source
    • cites [11] Risch L. Herklotz R. Blumberg A. Huber A.R. Effects of glucocorticoid immunosuppression on serum cystatin C concentrations in renal transplant patients Clin. Chem. 47 2001 2055 2059 10.1093/clinchem/47.11.2055 11673383 source
  • Interpretationown data

    This provides empirical genetic evidence to the observation that eGFR models have reduced performance in individuals self-identifying as Black or African American.

    “thus providing empirical genetic evidence to the observation that eGFR models have reduced performance in individuals self-identifying as Black or African American.45”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [45] Diao J.A. Inker L.A. Levey A.S. Tighiouart H. Powe N.R. Manrai A.K. In search of a better equation — performance and equity in estimates of kidney function N. Engl. J. Med. 384 2021 396 399 10.1056/nejmp2028243 33406354 PMC8084706 source

      The paper says earlier kidney-function equations derived exclusively from White people had decreased accuracy in Black Americans, and that some race-free alternatives had decreased accuracy and increased bias, especially in Black patients. It does not establish reduced performance for eGFR models generally: it also says validation of the CKD-EPI equations found no substantial bias in either Black Americans or the general population. The paper does not present genetic evidence. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • Premisecitation

    CyC production is increased in diseases that induce GC elevations, including viral infection, inflammatory disease, and cancer.

    “Moreover, CyC production is increased in diseases that induce GC elevations, including viral infection,6 inflammatory disease,8 and cancer.13,14,15,16,17”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites [6] Odden M.C. Scherzer R. Bacchetti P. Szczech L.A. Sidney S. Grunfeld C. Shlipak M.G. Cystatin C level as a marker of kidney function in human immunodeficiency virus infection: the FRAM study Arch. Intern. Med. 167 2007 2213 2219 10.1001/archinte.167.20.2213 17998494 PMC3189482 source
    • cites [8] Stevens L.A. Schmid C.H. Greene T. Li L. Beck G.J. Joffe M.M. Froissart M. Kusek J.W. Zhang Y.L. Coresh J. Levey A.S. Factors other than glomerular filtration rate affect serum cystatin C levels Kidney Int. 75 2009 652 660 10.1038/ki.2008.638 19119287 PMC4557800 source

      The Discussion (page not provided) reports an association between inflammation and higher serum cystatin C. It does not establish increased cystatin C production caused by glucocorticoid elevations, or report that mechanism for viral infection or cancer. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites [13] Jones M. Denieffe S. Griffin C. Tinago W. Fitzgibbon M.C. Evaluation of cystatin C in malignancy and comparability of estimates of GFR in oncology patients Pract. Lab. Med. 8 2017 95 104 10.1016/j.plabm.2017.05.005 28856234 PMC5575377 source

      The Discussion (page unavailable) reports higher cystatin C concentrations in oncology patients and suggests a malignancy-mediated effect. It does not establish increased cystatin C production or show that glucocorticoid elevations cause the increase in cancer; its discussion of corticosteroids concerns treatment as a possible influence. The separate viral-infection and inflammatory-disease claims are attached to other citations. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Premisecitation

    CyC production is likely systemically regulated.

    “There are multiple indications that CyC production is likely systemically regulated.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [9] Bökenkamp A. Domanetzki M. Zinck R. Schumann G. Byrd D. Brodehl J. Cystatin C serum concentrations underestimate glomerular filtration rate in renal transplant recipients Clin. Chem. 1999 10.1093/clinchem/45.10.1866 10508138 source

      In the discussion (page unavailable), the paper reports an in vitro finding that dexamethasone increased cystatin C production and considers whether steroid treatment might affect concentrations in transplant recipients. It does not establish systemic regulation of production or present multiple indications for it; the authors say the mechanism behind the elevated concentrations needs further study. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
  • Premisecitation

    It has been difficult to investigate the effect of GCs on CPI in patients with cancer due to confounding by performance status and comorbidities, inconsistent CPI trial inclusion criteria, and difficulties in performing well-controlled trials.

    “This has remained difficult to investigate in patients with cancer due to confounding by performance status and comorbidities,32 inconsistent CPI trial inclusion criteria,29 and the difficulties in performing well-controlled trials in this context.”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [32] Janowitz T. Kleeman S. Vonderheide R.H. Reconsidering dexamethasone for antiemesis when combining chemotherapy and immunotherapy Oncol. 26 2021 269 273 10.1002/onco.13680 PMC8018330 33465258 source
    • cites [29] Connell C.M. Raby S. Beh I. Flint T.R. Williams E.H. Fearon D.T. Jodrell D.I. Janowitz T. Cancer immunotherapy trial registrations increase exponentially but chronic immunosuppressive glucocorticoid therapy may compromise outcomes Ann. Oncol. 28 2017 1678 1679 10.1093/annonc/mdx181 28430855 PMC5834107 source
  • May combine two claims. 34
  • Classified as probably not a substantial claim. 59
  • May combine two claims.

    Premisecitation

    GR is expressed in macrophages but not in monocytes.

    “As GR is expressed in macrophages but not in monocytes,62”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [62] Diaz-Jimenez D. Petrillo M.G. Busada J.T. Hermoso M.A. Cidlowski J.A. Glucocorticoids mobilize macrophages by transcriptionally up-regulating the exopeptidase DPP4 J. Biol. Chem. 295 2020 3213 3227 10.1074/jbc.RA119.010894 31988243 PMC7062181 source

      The transcriptome-analysis section reports higher GR expression in macrophage-like THP-1 cells than in monocyte-like THP-1 cells, not an absence of GR in the latter. Its qRT-PCR and Western blot results compare GR levels in both cell types (Fig. 1C–D). (LLM, conf=0.90)

      Checked by a reasoning model — may be wrong.

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

    Premisecitation

    The SH2B3 R262W variant is under active positive selection.

    “consistent with evidence that this variant is under active positive selection.38”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [38] Zhernakova A. Elbers C.C. Ferwerda B. Romanos J. Trynka G. Dubois P.C. de Kovel C.G.F. Franke L. Oosting M. Barisani D. Evolutionary and functional analysis of celiac risk loci reveals SH2B3 as a protective factor against bacterial infection Am. J. Hum. Genet. 86 2010 970 977 10.1016/j.ajhg.2010.05.004 20560212 PMC3032060 source

      The results section (page unavailable) reports significant signs of positive selection for the SH2B3 rs3184504*A allele in four European populations. However, our copy does not identify that allele as R262W, and it dates the selective sweep to approximately 1,200–1,700 years ago rather than establishing that selection is currently active. (LLM, conf=0.82)

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

    Premisecitation

    In vivo models of cancer suggest that even low doses of GCs can impair the efficacy of checkpoint immunotherapy and suppress anti-tumor immunity, leading to enhanced metastasis and reduced survival.

    “However, in vivo models of cancer also suggests that even low doses of GCs can impair the efficacy of CPI29,30 and suppress anti-tumor immunity,30 leading to enhanced metastasis and reduced survival.31”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites [29] Connell C.M. Raby S. Beh I. Flint T.R. Williams E.H. Fearon D.T. Jodrell D.I. Janowitz T. Cancer immunotherapy trial registrations increase exponentially but chronic immunosuppressive glucocorticoid therapy may compromise outcomes Ann. Oncol. 28 2017 1678 1679 10.1093/annonc/mdx181 28430855 PMC5834107 source
    • cites [30] Flint T.R. Janowitz T. Connell C.M. Roberts E.W. Denton A.E. Coll A.P. Jodrell D.I. Fearon D.T. Tumor-induced IL-6 reprograms host metabolism to suppress anti-tumor immunity Cell Metabol. 24 2016 672 684 10.1016/j.cmet.2016.10.010 PMC5106372 27829137 source
    • cites [31] Obradović M.M.S. Hamelin B. Manevski N. Couto J.P. Sethi A. Coissieux M.M. Münst S. Okamoto R. Kohler H. Schmidt A. Glucocorticoids promote breast cancer metastasis Nature 2019 10.1038/s41586-019-1019-4 30867597 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    GCs modulate the cellular transcriptional landscape through the GC receptor, affecting up to 20% of all genes.

    “Through action on the cytosolic GC receptor (GR), GCs profoundly modulate the cellular transcriptional landscape,24 affecting up to 20% of all genes25”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [24] Reddy T.E. Pauli F. Sprouse R.O. Neff N.F. Newberry K.M. Garabedian M.J. Myers R.M. Genomic determination of the glucocorticoid response reveals unexpected mechanisms of gene regulation Genome Res. 19 2009 2163 2171 10.1101/gr.097022.109 19801529 PMC2792167 source

      The ‘Identification of GC-responsive genes by RNA-seq’ section reports that dexamethasone changed gene expression, supporting the claim that glucocorticoids affect transcription. But it identifies 209 differentially expressed genes among 29,673 assessed—not a figure approaching 20% of all genes. The cited paper does not support the attributed 20% figure. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
    • cites [25] Galon J. Franchimont D. Hiroi N. Frey G. Boettner A. Ehrhart-Bornstein M. O’shea J.J. Chrousos G.P. Bornstein S.R. Gene profiling reveals unknown enhancing and suppressive actions of glucocorticoids on immune cells Faseb. J. 16 2002 61 71 10.1096/fj.01-0245com 11772937 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation

    The divergent effects of CPS1 probably reflect its independent roles in creatine metabolism and immune signaling.

    “probably reflecting its independent roles in creatine metabolism39 and immune signaling.40”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [39] Shin S.Y. Fauman E.B. Petersen A.K. Krumsiek J. Santos R. Huang J. Arnold M. Erte I. Forgetta V. Yang T.P. An atlas of genetic influences on human blood metabolites Nat. Genet. 46 2014 543 550 10.1038/ng.2982 24816252 PMC4064254 source

      Citation 39 is attached to the creatine-metabolism part of the sentence; immune signaling has a separate citation. The Disease and pharmacological relevance section describes CPS1’s role in producing carbamoyl phosphate and its association with glycine levels, but the passages found for “CPS1 creatine metabolism” and “creatine” do not address a role in creatine metabolism or explain the stated divergent effects. (LLM, conf=0.72)

      Experimental — accuracy not yet measured
    • cites [40] Park M.J. D’Alecy L.G. Anderson M.A. Basrur V. Feng Y. Brady G.F. Kim D.I. Lahann J. Constitutive release of CPS1 in bile and its role as a protective cytokine during acute liver injury Proc. Natl. Acad. Sci. USA 116 2019 9125 9134 10.1073/pnas.1822173116 30979808 PMC6500125 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    CyC production is poorly defined.

    “While creatinine production is well characterized and relates to muscle mass and diet,7 CyC production is poorly defined.8”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [8] Stevens L.A. Schmid C.H. Greene T. Li L. Beck G.J. Joffe M.M. Froissart M. Kusek J.W. Zhang Y.L. Coresh J. Levey A.S. Factors other than glomerular filtration rate affect serum cystatin C levels Kidney Int. 75 2009 652 660 10.1038/ki.2008.638 19119287 PMC4557800 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    CyC has been validated as a marker of renal function in multiple large clinical cohorts comprising patients without acute disease.

    “CyC has been validated as a marker of renal function in multiple large clinical cohorts54 comprising patients without acute disease.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [54] Inker L.A. Schmid C.H. Tighiouart H. Eckfeldt J.H. Feldman H.I. Greene T. Kusek J.W. Manzi J. Van Lente F. Zhang Y.L. Estimating glomerular filtration rate from serum creatinine and cystatin C N. Engl. J. Med. 367 2012 20 29 22762315 PMC4398023 source

      The Methods (Study Design and Data Sources; page not provided) describe development and validation using cystatin C data from 18 studies involving 6,471 participants. The paper does not state that those cohorts comprised patients without acute disease, so that population qualifier is unsupported. (LLM, conf=0.85)

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

    Premisecitation

    In a recent cortisol genome-wide meta-analysis, the SERPINA1/6 signal was thought to be mediated by altered hepatic expression of SERPINA6, which encodes cortisol-binding globulin.

    “In a recent cortisol genome-wide meta-analysis, this signal was thought to be mediated by altered hepatic expression of SERPINA6,50 which encodes cortisol-binding globulin (CBG).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [50] Crawford A.A. Bankier S. Altmaier E. Barnes C.L.K. Clark D.W. Ermel R. Friedrich N. van der Harst P. Joshi P.K. Karhunen V. Variation in the SERPINA6/SERPINA1 locus alters morning plasma cortisol, hepatic corticosteroid binding globulin expression, gene expression in peripheral tissues, and risk of cardiovascular disease J. Hum. Genet. 66 2021 625 636 10.1038/s10038-020-00895-6 33469137 PMC8144017 source
  • Classified as probably not a substantial claim.

    Premisecitation

    Severe COVID-19 infection is characterized by persistent lung inflammation associated with concomitant recruitment of monocyte-derived macrophages.

    “Severe COVID-19 infection is characterized by persistent lung inflammation associated with concomitant recruitment of monocyte-derived macrophages.65”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [65] Liao M. Liu Y. Yuan J. Wen Y. Xu G. Zhao J. Cheng L. Li J. Wang X. Wang F. Single-cell landscape of bronchoalveolar immune cells in patients with COVID-19 Nat. Med. 26 2020 842 844 10.1038/s41591-020-0901-9 32398875 source

      The paper reports abundant proinflammatory monocyte-derived macrophages in severe COVID-19 and higher inflammatory cytokine levels in bronchoalveolar lavage fluid (Abstract; main text, page not provided). But persistently high cytokine levels were reported for only three patients with critical illness, and recruitment of monocytic cells was proposed as a possible mechanism rather than directly established as concomitant recruitment. (LLM, conf=0.84)

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

    Premisecitation

    Until the release of the RECOVERY trial, patients with severe COVID-19 were not routinely treated with GC agonists such as dexamethasone.

    “Until the release of the RECOVERY trial,66 patients with severe COVID-19 were not routinely treated with GC agonists such as dexamethasone.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [66] The RECOVERY Collaborative Group Dexamethasone in hospitalized patients with Covid-19 N. Engl. J. Med. 384 2021 693 704 32678530 PMC7383595 source

      The Discussion says that before the trial, many COVID-19 treatment guidelines contraindicated or did not recommend glucocorticoids. But the introductory passage says practice varied widely: China recommended them for severe cases, and some series reported use in as many as 50% of patients. The source therefore supports a lack of general recommendation, not an unqualified claim that patients with severe COVID-19 were not routinely treated. (LLM, conf=0.85)

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

    Premisecitation

    Visceral adipose fat predominantly comprises adipocytes, endothelial cells, and macrophages.

    “Visceral adipose fat is known to predominantly comprise adipocytes, endothelial cells, and macrophages.53”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [53] Glastonbury C.A. Couto Alves A. El-Sayed Moustafa J.S. Small K.S. Cell-type heterogeneity in adipose tissue is associated with complex traits and reveals disease-relevant cell-specific eQTLs Am. J. Hum. Genet. 104 2019 1013 1024 10.1016/j.ajhg.2019.03.025 31130283 PMC6556877 source

      The Results (Estimation of Relative Cell-Type Proportions; page unavailable) identify adipocytes, endothelial cells, and macrophages as major estimated cell types, but the analyzed biopsies were subcutaneous. The Methods (GTEx RNA-Seq Dataset; page unavailable) also specifies subcutaneous samples. Visceral fat was measured as a body-fat trait, not sampled to establish its cellular composition, so the claim’s visceral-specific wording is unsupported. (LLM, conf=0.88)

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

    Premisecitation

    Metabolic syndrome is associated with significant macrophage accumulation in adipose tissue.

    “As metabolic syndrome is associated with significant macrophage accumulation in adipose tissue,69”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [69] Weisberg S.P. McCann D. Desai M. Rosenbaum M. Leibel R.L. Ferrante A.W. Obesity is associated with macrophage accumulation in adipose tissue J. Clin. Invest. 112 2003 1796 1808 10.1172/jci19246 14679176 PMC296995 source

      The Discussion (p. 10) reports that adipose-tissue macrophage accumulation increases with measures of adiposity in mice and humans. The paper establishes this association for obesity, but the cited passages do not establish it for metabolic syndrome as a distinct condition. (LLM, conf=0.88)

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

    Premisecitation

    The STARNET study recruited patients with established coronary artery disease.

    “The STARNET study recruited patients with established coronary artery disease,52”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [52] Franzén O. Ermel R. Cohain A. Akers N.K. Di Narzo A. Talukdar H.A. Foroughi-Asl H. Giambartolomei C. Fullard J.F. Sukhavasi K. Cardiometabolic risk loci share downstream cis- and trans-gene regulation across tissues and diseases Science 2016 eaad6970 10.1126/science.aad6970 PMC5534139 27540175 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingcitation

    CyC levels are dynamically regulated in COVID-19 patients and correlate with in-hospital mortality.

    “have recently reported that CyC levels are dynamically regulated in COVID-19 patients and correlate with in-hospital mortality.49”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [49] Kleeman S.O. Cordioli M. Timmers P.R.H.J. Khan A. Tober-Lau P. Kurth F. Demichev V. Meyer H.V. Wilson J.F. Ralser M. Cystatin C is associated with adverse COVID-19 outcomes in diverse populations iScience 25 2022 105040 10.1016/j.isci.2022.105040 36062073 PMC9428108 source

      The Results report longitudinal changes in the creatinine–CyC (C2) ratio and an association between a higher ratio and COVID-specific mortality. The Methods specify that in-hospital mortality was analyzed against the C2 ratio, not CyC levels alone. Thus, the mortality association is supported, but the claim overstates what the paper shows about CyC levels themselves. (LLM, conf=0.87)

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

    Interpretationcitation

    Associations between patient-level PGSs and outcomes are more robust, potentially capturing causal associations.

    “we and others argue that associations between patient-level PGSs and outcomes are more robust, potentially capturing causal associations.95”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [95] Richardson T.G. Harrison S. Hemani G. Davey Smith G. An atlas of polygenic risk score associations to highlight putative causal relationships across the human phenome Elife 8 2019 e43657 10.7554/eLife.43657 PMC6400585 30835202 source

      The Introduction says PRS associations may highlight putative causal relationships and can have higher statistical power than the MR approach it compared. It does not establish that those associations are more robust; its simulations found substantial false-positive rates from horizontal pleiotropy, and it says robust follow-up evaluation is necessary. (LLM, conf=0.88)

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

    Premisecitation

    ApoE is known to be secreted by cancer cells.

    “apolipoprotein E (ApoE), which is known to be secreted by cancer cells87”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [87] Pencheva N. Tran H. Buss C. Huh D. Drobnjak M. Busam K. Tavazoie S.F. Convergent multi-miRNA targeting of ApoE drives LRP1/LRP8-dependent melanoma metastasis and angiogenesis Cell 151 2012 1068 1082 10.1016/j.cell.2012.10.028 23142051 PMC3753115 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Trem2-knockout mice have accelerated amyloid burden in mouse models of Alzheimer's disease.

    “Trem2-knockout mice have accelerated amyloid burden in mouse models of Alzheimer’s disease (AD),92”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [92] Wang Y. Cella M. Mallinson K. Ulrich J.D. Young K.L. Robinette M.L. Gilfillan S. Krishnan G.M. Sudhakar S. Zinselmeyer B.H. TREM2 lipid sensing sustains the microglial response in an Alzheimer’s disease model Cell 160 2015 1061 1071 10.1016/j.cell.2015.01.049 25728668 PMC4477963 source

      The Results section (“TREM2 modulates Aβ accumulation”; page unavailable) reports greater hippocampal Aβ accumulation in Trem2-knockout 5XFAD mice, but no significant cortical increase at the measured age. It does not establish faster accumulation over time or increased amyloid burden across multiple AD mouse models. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Ligation of the Trem2 receptor by ApoE is sufficient to promote phagocytosis in TREM2-expressing microglial cells and activates Apoe RNA expression.

    “Ligation of the Trem2 receptor by ApoE is sufficient to promote phagocytosis in TREM2-expressing microglial (brain-resident macrophage) cells and, in turn, activates Apoe RNA expression,89”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [89] Krasemann S. Madore C. Cialic R. Baufeld C. Calcagno N. El Fatimy R. Beckers L. O’Loughlin E. Xu Y. Fanek Z. The TREM2-APOE pathway drives the transcriptional phenotype of dysfunctional microglia in neurodegenerative diseases Immunity 47 2017 566 581.e9 10.1016/j.immuni.2017.08.008 28930663 PMC5719893 source

      The Discussion (page unavailable) says APOE is a TREM2 ligand that increases TREM2-mediated phagocytosis. The Results report increased Apoe expression in microglia phagocytosing apoptotic neurons and reduced Apoe expression when Trem2 is deleted. They do not establish that ligation by APOE alone is sufficient to promote phagocytosis or directly activates Apoe RNA expression. (LLM, conf=0.86)

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

    Interpretationcitation

    CyC is associated with recruitment of immunosuppressive Trem2+ macrophages, which in turn promote failure of cancer immunotherapy.

    “we propose a model in which CyC is associated with recruitment of immunosuppressive Trem2+ macrophages,80,81 which in turn promote failure of cancer immunotherapy.”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [80] Binnewies M. Pollack J.L. Rudolph J. Dash S. Abushawish M. Lee T. Jahchan N.S. Canaday P. Lu E. Norng M. Targeting TREM2 on tumor-associated macrophages enhances immunotherapy Cell Rep. 37 2021 109844 10.1016/j.celrep.2021.109844 34686340 source
    • cites [81] Molgora M. Esaulova E. Vermi W. Hou J. Chen Y. Luo J. Brioschi S. Bugatti M. Omodei A.S. Ricci B. TREM2 modulation remodels the tumor myeloid landscape enhancing anti-PD-1 immunotherapy Cell 182 2020 886 900.e17 10.1016/j.cell.2020.07.013 32783918 PMC7485282 source

      The Results sections on macrophage subsets and checkpoint blockade report TREM2-expressing tumor macrophages with immunosuppression-associated markers and improved anti-PD-1 responses when TREM2 is absent. They do not link CyC to recruitment of those macrophages. Page numbers are unavailable 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.

    Premisecitation

    TREM2 R47H mutations impair ApoE binding and increase the risk of human AD.

    “TREM2 R47H mutations impair ApoE binding88 and increase the risk of human AD,93”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [88] Atagi Y. Liu C.-C. Painter M.M. Chen X.-F. Verbeeck C. Zheng H. Li X. Rademakers R. Kang S.S. Xu H. Apolipoprotein E is a ligand for triggering receptor expressed on myeloid cells 2 (TREM2) J. Biol. Chem. 290 2015 26043 26050 10.1074/jbc.M115.679043 26374899 PMC4646257 source
    • cites [93] Guerreiro R. Wojtas A. Bras J. Carrasquillo M. Rogaeva E. Majounie E. Cruchaga C. Sassi C. Kauwe J.S.K. Younkin S. TREM2 variants in Alzheimer’s disease N. Engl. J. Med. 368 2013 117 127 10.1056/NEJMoa1211851 23150934 PMC3631573 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    CyC knockout is associated with reduced amyloid burden.

    “while CyC knockout is associated with reduced amyloid burden.94”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [94] Sun B. Zhou Y. Halabisky B. Lo I. Cho S.-H. Mueller-Steiner S. Devidze N. Wang X. Grubb A. Gan L. Cystatin C-cathepsin B Axis regulates amyloid beta levels and associated neuronal deficits in an animal model of Alzheimer’s disease Neuron 60 2008 247 257 10.1016/j.neuron.2008.10.001 18957217 PMC2755563 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    To assess for confounding, the attenuation ratio of each trait was determined via LD score regression and was within the expected range for polygenic traits.

    “To assess for confounding we determined the attenuation ratio of each trait via LD score regression, which was within the expected range for polygenic traits (Table S3).104”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [104] Loh P.R. Kichaev G. Gazal S. Schoech A.P. Price A.L. Mixed-model association for biobank-scale datasets Nat. Genet. 50 2018 906 908 10.1038/s41588-018-0144-6 29892013 PMC6309610 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    Four housekeeping genes (GUSB, PPIA, RPL15, RPL19) with minimal variation on GC treatment were selected for RT-PCR normalization on the basis of a literature review and differential expression analysis in ENCODE RNA-seq data.

    “Four housekeeping genes (GUSB, PPIA, RPL15, RPL19) with minimal variation on GC treatment were selected on the basis of a literature review98 and differential expression analysis in ENCODE RNA-seq data (accession ENCSR897XFT), implemented in edgeR.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [98] Franzén O. Gan L.M. Björkegren J.L.M. PanglaoDB: a web server for exploration of mouse and human single-cell RNA sequencing data Database 2019 10.1093/database/baz046 PMC6450036 30951143 source

      The Results and discussion section describes an index of genes involved in housekeeping tasks, but does not identify GUSB, PPIA, RPL15, or RPL19 as RT-PCR normalization genes. Searches for those genes, GC-treatment stability, a literature review supporting their selection, and the specified ENCODE analysis found no passage addressing the attributed selection; the paper’s Materials and methods instead describes single-cell RNA-seq analyses. (LLM, conf=0.76)

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

    Study design and conductcitation

    Two Cst3-specific gRNAs and one scrambled gRNA were from a pre-validated database.

    “We tested two Cst3-specific gRNAs and one scrambled gRNA from a pre-validated database.99”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [99] Sanjana N.E. Shalem O. Zhang F. Improved vectors and genome-wide libraries for CRISPR screening Nat. Methods 11 2014 783 784 10.1038/nmeth.3047 25075903 PMC4486245 source

      The main text (page not specified) describes mouse and human GeCKOv2 libraries with six sgRNAs per gene and non-targeting control sgRNAs, supporting the citation as a source of candidate guides. It does not identify the two Cst3 guides or a scrambled guide, or say that those particular guides were pre-validated. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductcitation

    In human cohort 1, subjects were randomized to a 22-h treatment with placebo or near-physiological glucocorticoid treatment with intravenous hydrocortisone, and after 2 weeks received the other treatment in a crossover design.

    “subjects were randomized to a 22-h treatment (commencing at 9a.m.) with placebo (intravenous 0.9% saline) or near-physiological glucocorticoid treatment with intravenous hydrocortisone.”
    • Also stated in: § Method details · plain
      “After 2 weeks, subjects were given whichever treatment they had no yet received, as part of a crossover study design.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [59] Chantzichristos D. Svensson P.-A. Garner T. Glad C.A. Walker B.R. Bergthorsdottir R. Ragnarsson O. Trimpou P. Stimson R.H. Borresen S.W. Identification of human glucocorticoid response markers using integrated multi-omic analysis from a randomized crossover trial Elife 10 2021 e62236 10.7554/eLife.62236 33821793 PMC8024021 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    Immune clusters in human skin tumor scRNA-seq were annotated by comparison to reference PBMC data using clustifyR.

    “Immune clusters were annotated by comparison to reference PBMC data, implemented in clustifyR package for R.60”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [60] Riemondy K.A. Fu R. Gillen A.E. Sheridan R.M. Tian C. Daya M. Hao Y. Hesselberth J.R. clustifyr: an R package for automated single-cell RNA sequencing cluster classification F1000Research 2020 10.12688/f1000research.22969.2 PMC7383722 32765839 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    Unannotated clusters in human skin tumor scRNA-seq were manually annotated via established marker gene expression and clonal copy number variation profiles.

    “Unannotated clusters (presumed to reflect one of tumor, cancer-associated fibroblast or endothelial cells) were manually annotated via established marker gene expression98 and clonal copy number variation profiles, examined using the inferCNV114 package for R.”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [98] Franzén O. Gan L.M. Björkegren J.L.M. PanglaoDB: a web server for exploration of mouse and human single-cell RNA sequencing data Database 2019 10.1093/database/baz046 PMC6450036 30951143 source
    • cites [114] Tickle T. Tirosh I. Georgescu C. Brown M.,H.B. inferCNV of the trinity CTAT project Klarman Cell Obs. 2019 Broad Inst. MIT Harvard

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Study design and conductown data

    High-confidence Trem2+ monocytes were identified by expression of known TREM2+ monocyte markers (TREM2, APOE, CSF1R) using gene-weighted density estimation in Nebulosa.

    “High-confidence Trem2+ monocytes were identified by expression of known TREM2+ monocyte markers (TREM2, APOE, CSF1R81,89), identified by gene-weighted density estimation implemented in the Nebulosa package for R.78”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites [81] Molgora M. Esaulova E. Vermi W. Hou J. Chen Y. Luo J. Brioschi S. Bugatti M. Omodei A.S. Ricci B. TREM2 modulation remodels the tumor myeloid landscape enhancing anti-PD-1 immunotherapy Cell 182 2020 886 900.e17 10.1016/j.cell.2020.07.013 32783918 PMC7485282 source

      The Results section, “Trem2 Is Selectively Expressed in Human Tumor Macrophages” (page unavailable), reports that TREM2+ tumor macrophages co-express CSF1R. “TREM2 Correlates with Poor Disease Prognosis” reports a correlation between TREM2 and APOE expression in a colorectal-cancer cohort. These passages do not establish TREM2, APOE, and CSF1R together as markers of TREM2+ monocytes; the Nebulosa method is cited separately in the citing sentence. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
    • cites [89] Krasemann S. Madore C. Cialic R. Baufeld C. Calcagno N. El Fatimy R. Beckers L. O’Loughlin E. Xu Y. Fanek Z. The TREM2-APOE pathway drives the transcriptional phenotype of dysfunctional microglia in neurodegenerative diseases Immunity 47 2017 566 581.e9 10.1016/j.immuni.2017.08.008 28930663 PMC5719893 source

      The Results section links Trem2 and Apoe to a disease-associated microglial signature, but lists Csf1r among homeostatic microglial genes rather than as a marker of Trem2+ monocytes. The Methods section identifies splenic monocytes using CD11b and Ly6C, not the claimed three-gene set. The Nebulosa method is attached to a separate citation in the citing sentence. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
    • cites [78] Alquicira-Hernandez J. Powell J.E. Nebulosa recovers single-cell gene expression signals by kernel density estimation Bioinformatics 37 2021 2485 2487 10.1093/bioinformatics/btab003 33459785 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The 72 SNPs used to test association between CST3 and SNPs at the SERPINA6/SERPINA1 loci were previously shown to be significantly associated with plasma cortisol.

    “72 SNPs previously shown to be significantly associated with plasma cortisol.50”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [50] Crawford A.A. Bankier S. Altmaier E. Barnes C.L.K. Clark D.W. Ermel R. Friedrich N. van der Harst P. Joshi P.K. Karhunen V. Variation in the SERPINA6/SERPINA1 locus alters morning plasma cortisol, hepatic corticosteroid binding globulin expression, gene expression in peripheral tissues, and risk of cardiovascular disease J. Hum. Genet. 66 2021 625 636 10.1038/s10038-020-00895-6 33469137 PMC8144017 source

      The Results (Genome-wide association meta-analysis; no page listed) identify the SERPINA6/SERPINA1 locus as significantly associated with morning plasma cortisol. The Results (Tissue-specific eQTL analyses; no page listed) report 21 SNPs that were both liver cis-eQTLs and genome-wide significant for cortisol. Our copy does not establish that the citing document’s particular set of 72 SNPs were all significantly associated with plasma cortisol. (LLM, conf=0.84)

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

    Findingcitation

    Other loci associated with CyC production, such as SH2B3 and FLT3, identify components of immune cell signaling cascades and are strongly associated with autoimmune disease.

    “Other loci associated with CyC production, such as SH2B336 and FLT3,37 identify components of immune cell signaling cascades and are strongly associated with autoimmune disease.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The CyC-production PGS is positively associated with multiple diseases linked to metabolic syndrome, including type 2 diabetes, obesity, hypertension, and ischemic heart disease, meeting phenome-wide significance (p < 1e-5).

    “We identified positive associations meeting phenome-wide significance (p < 1e−5) between the CyC-production PGS and multiple diseases linked to metabolic syndrome, including type 2 diabetes, obesity, hypertension, and ischemic heart disease.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The index SNP at the SH2B3 locus is a missense variant (R262W) and exhibits a markedly larger effect size than would be expected for its allele frequency.

    “The index SNP at the SH2B3 locus is a missense variant (R262W) and exhibits a markedly larger effect size than would be expected for its allele frequency (minor allele fraction = 0.48;”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Myeloid-specific CST3 expression was confirmed in peripheral blood mononuclear cells with scRNA-seq and across multiple scRNA-seq datasets harmonized as part of the Human Protein Atlas.

    “We confirmed myeloid-specific CST3 expression in peripheral blood mononuclear cells (PBMCs) with scRNA-seq56 (Figure 4C) and across multiple scRNA-seq datasets harmonized as part of the Human Protein Atlas57 (Figure 4D).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Monocyte-like THP-1 cells constitutively express CyC without GC inducibility.

    “We confirmed this hypothesis in monocyte-like THP-1 cells by RNA (Figure 4F) and protein level (Figure 4G).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Dexamethasone treatment significantly increased extracellular CyC protein in M2 macrophages (p = 0.05) and increased CyC in M1 macrophages (p = 0.07).

    “We measured significantly increased extracellular CyC protein in M2 macrophages (p = 0.05, two-sided t test) and increased CyC in M1 macrophages (p = 0.07, two-sided t test; Figures S4D and S4E).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    A single SNP (rs2749527) at the SERPINA1/6 locus is associated with significantly reduced plasma cortisol (p = 1.75e-13) and significantly reduced CST3 gene expression in visceral adipose fat (p = 0.0024 additive, p = 9.21e-6 recessive).

    “trans-expression quantitative trait locus (trans-eQTL) analysis in the Stockholm Tartu Atherosclerosis Reverse Networks Engineering Task (STARNET)52 cohort identified a single SNP (rs2749527) at the SERPINA1/6 locus that was associated with significantly reduced plasma cortisol (p = 1.75e−13, fixed effect meta-analysis) and significantly reduced CST3 gene expression in visceral adipose fat (p = 0.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingnone given

    GC-responsive CyC secretion occurs in macrophages, but not monocytes.

    “GC-responsive CyC secretion occurs in macrophages, but not monocytes”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    We detected high and GC-inducible CyC expression in cancer cell lines.

    “we detected high and GC-inducible CyC expression in cancer cell lines (Figures 3H and 3I).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    GCs are necessary but not sufficient for induction of CyC in all biological contexts.

    “our data demonstrate that GCs are necessary (Figures 5A and 5B) but not sufficient (Figures 4H–4J) for induction of CyC in all biological contexts.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Out of the 309 patients in human cohort 3, 131 had available paired serum creatinine for at least one timepoint and clinical outcome data (COVID-specific mortality).

    “Out of these patients, 131 had available paired serum creatinine for at least one timepoint, as well as clinical outcome data (COVID-specific mortality).”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Findingown data

    Plasma CyC levels were quantified in 309 patients in human cohort 3.

    “allowing for quantification of plasma CyC levels in 309 patients.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    eGFR-Cr and/or eGFR-Cy correlate weakly with true GFR in the AFR population.

    “This indicates that eGFR-Cr and/or eGFR-Cy correlate weakly with true GFR in the AFR population”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation

    The enriched heritability for renal function in liver tissues is in keeping with coupled hepatic and kidney function observed clinically as hepatorenal syndrome.

    “in keeping with coupled hepatic and kidney function, observed clinically as hepatorenal syndrome.43”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [43] Ginès P. Solà E. Angeli P. Wong F. Nadim M.K. Kamath P.S. Hepatorenal syndrome Nat. Rev. Dis. Prim. 4 2018 23 10.1038/s41572-018-0022-7 30213943 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Inflammation is characterized by the recruitment of monocytes to diseased tissues, where they differentiate into macrophages.

    “Inflammation is characterized by the recruitment of monocytes to diseased tissues, where they differentiate into macrophages.61”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [61] Ley K. Laudanna C. Cybulsky M.I. Nourshargh S. Getting to the site of inflammation: the leukocyte adhesion cascade updated Nat. Rev. Immunol. 7 2007 678 689 17717539 source
  • May combine two claims.

    Interpretationreasoning

    GC signaling is necessary but not sufficient for CST3 expression.

    “demonstrating that GC signaling is necessary but not sufficient for CST3 expression.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    CyC production is relatively constant in health and does not significantly increase in response to GC agonism.

    “Altogether, these findings indicate that CyC production is relatively constant in health and, in this context, does not significantly increase in response to GC agonism”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    A single genetic instrument connects CBG, plasma cortisol, and CyC, thus providing genetic evidence for a direct link between GCs and CyC.

    “As such, a single genetic instrument connects CBG, plasma cortisol, and CyC, thus providing genetic evidence for a direct link between GCs and CyC.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The study was registered at ClinicalTrials.gov with identifier NCT02152553.

    “The study was registered at ClinicalTrials.gov with identifier NCT02152553.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    GC-inducible CyC secretion is context dependent and not detected systemically in healthy mice and humans.

    “demonstrating that GC-inducible CyC secretion is context dependent and not detected systemically in healthy mice and humans.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductown data

    Knockout of CST3 in Mm1 cells was confirmed for extracellular CyC protein levels and Sanger sequencing of the predicted edit site, with 97% editing efficiency.

    “Knockout was confirmed for extracellular CyC protein levels (Figure S6A) and Sanger sequencing of the predicted edit site (Figure S6B), which confirmed 97% editing efficiency.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    TREM2+ macrophages play a highly immunosuppressive role in the tumor microenvironment.

    “Others have shown that TREM2+ macrophages play a highly immunosuppressive role in the tumor microenvironment79”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [79] Katzenelenbogen Y. Sheban F. Yalin A. Yofe I. Svetlichnyy D. Jaitin D.A. Bornstein C. Moshe A. Keren-Shaul H. Cohen M. Coupled scRNA-Seq and intracellular protein activity reveal an immunosuppressive role of TREM2 in cancer Cell 182 2020 872 885.e19 32783915 source
  • May combine two claims.

    Interpretationreasoning

    GC agonists increase extracellular CyC levels, which in turn promotes recruitment or expansion of Trem2+ myeloid cells.

    “This would support a stepwise model in which GC agonists increase extracellular CyC levels (Figure 5C), which in turn promotes recruitment or expansion of Trem2+ myeloid cells.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Study design and conductreasoning

    All PGS analyses were performed in either a held-out validation cohort (for the UKB) or an independent non-overlapping cohort (TCGA, panIO) to mitigate against the risk of overfitting.

    “we performed all PGS analyses in either a held-out validation cohort (for the UKB) or an independent non-overlapping cohort (TCGA, panIO) to mitigate against the risk of overfitting.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductown data

    scRNA-seq profiles of cancer cells confirmed CST3 knockout in the cancer cell compartment but not in other compartments.

    “scRNA-seq profiles of cancer cells confirmed CST3 knockout in this compartment (Figure S7B; p = 9.16e−30, pseudobulk likelihood ratio test) but not in other compartments (p > 0.05).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    The Mm1 cell line is derived from a liver metastasis of the autochthonous KPC model of pancreatic cancer, which recapitulates the low immunogenicity and immunotherapy responsiveness of the human pancreatic cancer.

    “which is derived from a liver metastasis of the autochthonous KPC model of pancreatic cancer,73 which recapitulates the low immunogenicity and immunotherapy responsiveness of the human pancreatic cancer.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [73] Hingorani S.R. Wang L. Multani A.S. Combs C. Deramaudt T.B. Hruban R.H. Rustgi A.K. Chang S. Tuveson D.A. Trp53R172H and KrasG12D cooperate to promote chromosomal instability and widely metastatic pancreatic ductal adenocarcinoma in mice Cancer Cell 7 2005 469 483 10.1016/j.ccr.2005.04.023 15894267 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    CyC levels are highest in cerebrospinal and seminal fluid.

    “CyC levels are highest in cerebrospinal and seminal fluid,74”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [74] Barrett A.J. Davies M.E. Grubb A. The place of human γ-trace (cystatin C) amongst the cysteine proteinase inhibitors Biochem. Biophys. Res. Commun. 120 1984 631 636 10.1016/0006-291X(84)91302-0 6203523 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    All human subjects gave informed consent, and all studies were approved by the respective institutional review boards.

    “All human subjects gave informed consent, and all studies were approved by the respective institutional review boards.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductreasoning

    The Cox regression of overall and cancer-specific survival against CyC-production PGS in UKB used time from recruitment to death or data cut-off (June 2020) to account for left truncation bias.

    “To account for this, the time interval used for Cox regression of overall and cancer-specific survival against CyC-production PGS in UKB referred to time from recruitment to death or data cut-off (June 2020).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Written informed consent was obtained from all subjects before participation.

    “Written informed consent was obtained from all subjects before participation.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Each phenotype-specific Cox regression in the phenome-wide analysis was adjusted for sex, genetic ancestry (PC1-4), and year of birth to account for historical variation in disease risk.

    “Each phenotype-specific Cox regression was adjusted for sex, genetic ancestry (PC1-4) and year of birth (to account for historical variation in disease risk).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    For each experiment all samples were harvested concurrently.

    “For each experiment all samples were harvested concurrently.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Each cluster in murine Mm1 tumor scRNA-seq was annotated as one of 14 cellular populations according to expression of validated marker genes.

    “Each cluster was annotated as one of 14 cellular populations according to expression of validated marker genes (summarized in Table S7, and Figure S7A)”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Comparison of population structure with the 1000 Genomes cohort confirmed that all STARNET subjects had European genetic ancestry.

    “Comparison of population structure with 1000 Genomes cohort confirmed that all STARNET subjects had European genetic ancestry.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductown data

    The Cox regression of overall and cancer-specific survival against CyC-residual adjusted for age at blood sampling, sex, body mass index, hemoglobin, eGFR-Cr, and C-reactive protein.

    “Model covariates included age (at blood sampling), sex, body mass index (BMI), hemoglobin, eGFR-Cr, C-reactive protein.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Each sample was profiled in duplicate.

    “with each sample profiled in duplicate.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Cell viability was checked by trypan blue method and was consistently above 95% prior to seeding.

    “Cell viability was checked by trypan blue method and was consistently above 95% prior to seeding.”
    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 conductown data

    No subjects in the immunotherapy meta-cohort had >third degree relatedness, which excludes the possibility of duplicate samples in the cohort.

    “No subjects had >third degree relatedness, which also excludes the possibility of duplicates samples in the cohort.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    UKB-specific PGS-cancer survival analyses were additionally adjusted for recruitment center and genotyping array.

    “UKB-specific PGS-cancer survival analyses were additionally adjusted for recruitment center (to account for regional heterogeneity in cancer outcomes) and genotyping array.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    For patients with at least one creatinine measurement in human cohort 3, missing data were imputed with the most recent value.

    “For patients with at least one creatinine measurement, missing data were imputed with the most recent value.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    In the phenome-wide time-to-event analysis in UKB, the date for each time-to-event Phecode was determined by either the most recent coded diagnosis or most recent UKB center visit to account for region-specific variability in health record linkage.

    “To account for region-specific variability in health record linkage, this date was determined by either the most recent coded diagnosis or most recent UKB center visit.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Cancer-specific survival analyses with respect to CyC-production PGS were adjusted for age of diagnosis, genetic ancestry (PC1-4), sex (except sex-specific cancers), and a term reflecting whether curative surgery was performed.

    “Cancer-specific survival analyses with respect to CyC-production PGS were adjusted for age of diagnosis, genetic ancestry (PC1-4), sex (except sex-specific cancers), and a term reflecting whether curative surgery was performed.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    All animal experiments and care were performed in accordance with the Cold Spring Harbor Laboratory (CSHL) Institutional Animal Care and Use Committee (IACUC) and the National Institutes of Health Guide for the Care and Use of Laboratory Animals.

    “All animal experiments and care were performed in accordance with the Cold Spring Harbor Laboratory (CSHL) Institutional Animal Care and Use Committee (IACUC) and the National Institutes of Health Guide for the Care and Use of Laboratory Animals.”
    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

    The study was approved by the Ethics Review Board of the University of Gothenburg, Sweden (permit no. 374-13, 8 August 2013) and conducted in accordance with the Declaration of Helsinki.

    “The study was approved by the Ethics Review Board of the University of Gothenburg, Sweden (permit no. 374-13, 8 August 2013) and conducted in accordance with the Declaration of Helsinki.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The Mm1 (KPC-derived) cell line behaves highly reproducibly across different experimenters over time, allowing greater confidence in findings from each experiment.

    “we have found this line to behave highly reproducibly across different experimenters over time, allowing us to place greater confidence on the findings from each experiment.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Plasma CyC and creatinine in human cohort 1 were measured using validated clinical assays at Sahlgrenska University Hospital.

    “Plasma CyC and creatinine were measured used validated clinical assays (creatinine: Alinity c Creatinine (Enzymatic) Reagent Kit; CyC: Gentian Cystatin C Immunoassay) at the laboratory of Sahlgrenska University Hospital in Gothenburg, Sweden.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The nuclei and chromogens in the Multiplex IHC analysis were detected by color deconvolution with thresholds determined by internal controls.

    “The nuclei and the chromogens were detected by color deconvolution with thresholds determined by internal controls.”
    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 conductreasoning

    The eQTL analysis using 72 SNPs reflecting 4 independent LD blocks was modeled as 20 independent hypotheses, and the Bonferroni-corrected significance threshold was 0.0025.

    “As the 72 SNPs reflecting 4 independent LD blocks, we modeled this analysis as 20 (4 LD blocks, 5 tissues) independent hypotheses and so the Bonferroni-corrected significance threshold was 0.0025.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Model fitting for each CyC-production polygenic score was confirmed by visual inspection of chain convergence.

    “Model fitting was confirmed by visual inspection of chain convergence for each PGS.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Graphical overlays for both compartments were used to simplify the quality control of the tissue classifier.

    “Graphical overlays for both compartments simplified the quality control of the tissue classifier.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    The Cox regression of lifespan against CyC-production PGS in the UKB validation cohort adjusted for year of birth to account for historical increases in mean lifespan.

    “Model covariates included year of birth (of subject, as parental birth years are not recorded) to account for historical increases in mean lifespan.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    All H&E scans were reviewed by two pathologists (DL and VHK), and the regions of viable and necrotic tissue were determined and computed.

    “All H&E scans were reviewed by two pathologists (DL and VHK), and the regions of viable respectively necrotic tissue was determined and computed.”
    Quote in the paperNot a substantial claim
81 of 81
  • The paper relies on this without support.

    The genetic variance in eGFR-CyC not explained by the common factor with eGFR-Cr represents the latent trait of CyC production.

    “We reasoned that the genetic variance in eGFR-CyC that was not explained by this common factor represented the latent trait of CyC-production”
  • The authors state this as an assumption.

    There is no covariance between CyC production and renal function in the SEM.

    “assuming no covariance between CyC production and renal function.”
  • The paper relies on this without support.

    The discordance between eGFR-CyC and eGFR-Cr (CyC residual) approximates CyC production.

    “This is possible because the discordance between eGFR-CyC and eGFR-Cr approximates CyC production.”
  • The paper relies on this without support.

    TREM2+ macrophages have been connected to cancer immunotherapy failure.

    “which have been connected to cancer immunotherapy failure.”
  • The paper relies on this without support.

    The CyC-production PGS captures the capacity to dynamically regulate CyC secretion and thus can predict failure of CPI.

    “We considered that the CyC-production PGS could reasonably capture the capacity to dynamically regulate secretion of CyC and thus predict failure of CPI.”
  • The paper relies on this without support.

    The C26 colorectal cancer cell line induces cachexia.

    “syngeneic C26 colorectal cancer cell line (2x106 viable cells in 100μL RPMI vehicle) that induces cachexia.”
  • The authors state this as an assumption.

    The period of the cosinor model for gene expression is 24 hours.

    “period (assumed as 24 h)”
  • The paper relies on this without support.

    TCGA patients were generally recruited close to the time of cancer diagnosis, prior to surgical resection of tumor.

    “In contrast, TCGA patients were generally recruited close to the time of cancer diagnosis, prior to surgical resection of tumor and so time from diagnosis to death or last-follow-up date was used.”
  • The authors state this as an assumption.

    For significance testing, the variance of the two groups is unequal unless stated otherwise.

    “Significance testing refers to two-tailed unpaired t-tests with the assumption of unequal variance unless stated otherwise.”
9 of 9

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?

  • Elevated cystatin C expression is linked to increased all-cause and cancer-specific mortality across diverse populations.

    “Epidemiological studies and large-scale data analyses have linked elevated cystatin C expression to increased all-cause and cancer-specific mortality across diverse populations9,10.”

    From Oligomeric cystatin C supports the immunosuppressive activity of myeloid cells through interaction with inhibitory receptors (2025) · cites this paper as [9]

    The Results section (“CyC production is associated with accelerated onset of disease”; page unavailable) links a blood-test-derived cystatin C production proxy to increased all-cause mortality in UK Biobank and cancer-specific mortality in patients with cancer; it also reports an association between a production-related genetic score and cancer-specific mortality in two cohorts. The claim overstates the evidence by calling these measures cystatin C expression and extending the mortality findings to diverse populations: the reported genetic analyses used European-ancestry cohorts. (LLM, conf=0.87)

    Experimental — accuracy not yet measured
  • Single-cell RNA sequencing data from 12 melanoma patients confirmed high CST3 expression within the myeloid cell compartment, as well as ectopic expression in the tumor compartment.

    “Single-cell RNA sequencing (scRNA-seq) data from 12 melanoma patients confirmed high CST3 expression within the myeloid cell compartment, as well as ectopic expression in the tumor compartment9.”
  • Glucocorticoids have been reported to increase cystatin C production under pathological conditions.

    “Additionally, glucocorticoids, which are commonly used as adjuvants during chemotherapy and radiotherapy, have been reported to increase cystatin C production under pathological conditions9.”

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.

  • C26 treatment time course exceeds the stated methods range

    Minor

    Figure 5 includes a 24-hour dexamethasone treatment of C26 cells, while the methods say time-course treatments varied only between 0 and 18 hours.

  • Pre-cachexia is assigned to different days in the C26 model

    Minor

    The Figure 5 legend labels day 14 after inoculation as pre-cachexia, whereas the methods say mice were termed pre-cachectic from day 18.

2 of 2

Cites

Flagged first, then by citations

Cited by

Sorted by citations

Authors
Kleeman, S. O., Thakir, T. M., Demestichas, B., Mourikis, N., Loiero, D., Ferrer, M., Bankier, S., Riazat-Kesh, Y. J. R. A., Lee, H., Chantzichristos, D., Regan, C., Preall, J., Sinha, S., Rosin, N., Yipp, B., de Almeida, L. G. N., Biernaskie, J., Dufour, A., Tober-Lau, P., Ruusalepp, A., Bjorkegren, J. L. M., Ralser, M., Kurth, F., Demichev, V., Heywood, T., Gao, Q., Johannsson, G., Koelzer, V. H., Walker, B. R., Meyer, H. V., & Janowitz, T.
Affiliations
  • Cold Spring Harbor Laboratory (US)
  • University of Zurich (CH)
  • The Queen's Medical Research Institute (GB)
  • Sahlgrenska University Hospital (SE)
  • University of Calgary (CA)
  • Tartu University Hospital (EE)
  • Northwell Health (US)
Venue
Cell Genomics
Publisher
Elsevier BV
Published
2023-08
Volume
3
Issue
8
Pages
100347
ISSN
2666-979X (ISSN-L)
OpenAlex
W4381952014
Cited by
37
References
118
Citations by year
2026: 8 · 2025: 22 · 2024: 6 · 2023: 1
FWCI
3.23
Type
journal article
Language
en
Open access
Locations
  • Cell Genomics (publishedVersion, cc-by-nc-nd)
  • PubMed (publishedVersion)
  • Cold Spring Harbor Laboratory Institutional Repository (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
  • PubMed Central (submittedVersion, cc-by-nc-nd)
Funders
  • Simons Foundation
  • Wellcome Trust (107049/Z/15/Z)
  • Cold Spring Harbor Laboratory
  • Simons Center for Quantitative Biology, Cold Spring Harbor Laboratory
  • National Institutes of Health (S10OD028632-01)
  • Haridus- ja Teadusministeerium
  • Vetenskapsrådet (2015-02561, 2019-01112, 5P30CA045508)
  • Alberta Innovates
  • Medical Research Council
  • Bundesministerium für Bildung und Forschung
Topics
  • Life Sciences › Immunology and Microbiology › Immunology › Immune cells in cancer
  • Health Sciences › Medicine › Oncology › Cancer Immunotherapy and Biomarkers
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Protease and Inhibitor Mechanisms
Keywords
cystatin C, glucocorticoids, glucocorticoid receptor, TREM2+ macrophages, tumor-associated macrophages, cancer immunotherapy resistance, polygenic risk score, cysteine protease inhibitors, cancer mortality, metastatic cancer, tumor growth

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 2026-10-19.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-19.

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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