Cited by 784Gut microbiota and healthMetabolomics and Mass Spectrometry StudiesOral microbiology and periodontitis research

A Cardiovascular Disease-Linked Gut Microbial Metabolite Acts via Adrenergic Receptors

Open access
Nemet, Ina, Saha, Prasenjit Prasad, Gupta, Nilaksh, Zhu, Weifei, Romano, Kymberleigh A., Skye, Sarah M., Cajka, Tomas, Mohan, Maradumane L. +11 more·2020·Cell

Abstract

Summary Using untargeted metabolomics (n=1,162 subjects), the plasma metabolite (m/z=265.1188) phenylacetylglutamine (PAGln) was discovered, and then shown in an independent cohort (n=4,000 subjects) to be associated with cardiovascular disease (CVD) and incident major adverse cardiovascular events (myocardial infarction, stroke or death). A gut microbiota derived-metabolite, PAGln was shown to enhance platelet activation related phenotypes and thrombosis potential in whole blood, isolated platelets, and animal models of arterial injury. Functional and genetic engineering studies with human commensals, coupled with microbial colonization of germ-free mice, showed the microbial porA gene facilitates dietary phenylalanine conversion into phenylacetic acid, with subsequent host generation of PAGln and phenylacetylglycine (PAGly) fostering platelet responsiveness and thrombosis potential. Both gain- and loss-of-function studies employing genetic and pharmacological tools reveal PAGln mediates cellular events through G-protein coupled receptors, including α2A, α2B and β2-adrenergic receptors. PAGln thus represents a new CVD-promoting gut microbiota-dependent metabolite that signals via adrenergic receptors.

AI snapshot

Written from the paper’s full text.

TL;DR

Untargeted metabolomics identified phenylacetylglutamine (PAGln) as a gut microbiota-dependent plasma metabolite associated with incident cardiovascular events, and mechanistic studies showed it enhances platelet activation and thrombosis via adrenergic receptors. PAGln is produced from dietary phenylalanine through microbial porA/fldH-dependent pathways and host conjugation, and its pro-thrombotic effects are attenuated by adrenergic receptor blockade.

Key findings

  • In a discovery cohort (n=1,162), plasma m/z 265.1188 was identified as PAGln and associated with incident 3-year MACE with HR 2.69 (95% CI 1.61–4.52), P<0.0001; in an independent validation cohort (n=4,000), the fourth vs. first PAGln quartile predicted incident MACE in all subjects (HR 2.80; 95% CI 2.17–3.61), T2DM subjects (HR 2.73; 95% CI 1.84–4.05), and non-diabetics (HR 2.18; 95% CI 1.59–3.00).
  • Gut microbiota contribute to PAGln/PAGly production: antibiotics suppressed systemic PAGln in humans (n=15; P<0.0001), and germ-free vs. conventional mice plus C. sporogenes porA/fldH mutants showed microbial conversion of phenylalanine to phenylacetic acid vs. phenylpropionic acid; colonization with (ΔcutC,ΔfldH) C. sporogenes increased PAGly (P<0.001) and enhanced thrombosis.
  • PAGln and PAGly enhanced platelet phenotypes: accelerated collagen-dependent platelet adhesion under shear flow, increased aggregation to ADP, TRAP6, and collagen, enhanced thrombin-evoked intracellular Ca2+ release, and in vivo accelerated FeCl3-induced carotid thrombus formation and shortened occlusion time.
  • PAGln signaled through GPCRs including α2A, α2B, and β2 adrenergic receptors in loss- and gain-of-function studies; carvedilol reversed PAGln-enhanced in vivo thrombus formation.

Methods

  • Discovery cohort (n=1,162 in abstract/results; STAR Methods states n=1,157) underwent untargeted plasma metabolomics with 3-year follow-up; an independent non-overlapping validation cohort (n=4,000) was quantified by stable isotope dilution LC-MS/MS for PAGln.
  • Mechanistic studies used human whole blood, platelet-rich plasma, washed platelets, MEG01/HEL92.1.7/HEK293/CHO-K1 cells, germ-free and conventionally reared mice, C. sporogenes mutants, FeCl3 carotid artery injury thrombosis assays, dynamic mass redistribution, cAMP and intracellular Ca2+ measurements, siRNA knockdown, and adrenergic receptor pharmacological inhibitors/agonists.
  • Statistical analyses included Cox proportional hazards models adjusted for traditional cardiac risk factors, Kaplan-Meier time-to-event analysis, Student’s t test or Wilcoxon rank-sum test, Kruskal-Wallis test, and χ2 test.

Limitations

  • Stated: untargeted metabolomics is only semi-quantitative and required verification and quantitative analyses; clinical data generated in the study have sharing restrictions because informed consent did not permit sharing outside the institution without authorization.
  • Evident: the mechanistic receptor studies focused on three platelet-expressed adrenergic receptors (α2A, α2B, β2), and the authors note one can speculate PAGln may modulate other ADRs; mouse and human conjugation preferences differ (PAGly preferred in rodents, PAGln in humans).
  • Evident: in gnotobiotic colonization studies, the investigator was not blinded from treatment groups to avoid cross contamination.

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

Integrity signals

Registry

Crossref · 10.1016/j.cell.2020.02.016

Cites

77 of 77 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 39 cited sources checked · 0 supported · 0 flagged

  • Findingown data

    In the validation cohort, PAGln Q4 versus Q1 was associated with increased incident 3-year MACE risk in non-diabetic subjects (HR 2.18; 95% CI 1.59-3.00).

    “non-diabetics (HR, 2.18; 95% CI, 1.59–3.00); Fig. 1E”
    Quote in the paperSubstantial claim
  • Findingown data

    In the validation cohort, PAGln Q4 versus Q1 was associated with increased incident 3-year MACE risk in T2DM subjects (HR 2.73; 95% CI 1.84-4.05).

    “T2DM (HR, 2.73; 95% CI, 1.84–4.05)”
    Quote in the paperSubstantial claim
  • Findingown data

    Higher PAGln levels remained an independent predictor of incident MACE after adjustment for traditional cardiac risk factors.

    “Moreover, higher PAGln levels remained an independent predictor of incident MACE risks following adjustments for traditional cardiac risk factors (Fig. 1E).”
    Quote in the paperSubstantial claim
  • Findingown data

    In the validation cohort, subjects with PAGln levels in the fourth quartile versus the first quartile had increased risk of incident 3-year MACE among all subjects (HR 2.80; 95% CI 2.17-3.61).

    “subjects with PAGln levels in the fourth quartile (Q4) vs. those in the first (Q1) demonstrated a significant increased risk of incident (3 year) MACE risks among both diabetics and non-diabetics alike (all subjects (HR, 2.80; 95% CI, 2.17–3.61)”
    Quote in the paperSubstantial claim
  • Findingown data

    The m/z 265.1188 plasma analyte was unambiguously identified as phenylacetylglutamine (PAGln) by MS/MS spectra and retention time matching with an authentic synthetic standard.

    “The m/z 265.1188 plasma analyte was then unambiguously identified as phenylacetylglutamine (PAGln) by multiple approaches, including demonstrating identical high resolution MS/MS spectra and retention time with authentic synthetic standard material”
    Quote in the paperSubstantial claim
  • The quote only partly states this claim. 1
  • May combine two claims. 33
  • Classified as probably not a substantial claim. 30
  • The quote only partly states this claim.

    Findingown data

    PAGly showed similar effects to PAGln on platelet calcium and aggregation.

    “Similar results were observed with PAGly (Fig. S2E–G).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Parental HEK293 cells showed no PAGln-evoked change in intracellular cAMP, whereas β2-HEK293 cells showed significant PAGln-induced increases in cAMP.

    “parental HEK293 cells showed no PAGln-evoked change in intracellular cAMP levels (green line), whereas β2-HEK293 cells showed significant PAGln induced increases in cytosolic cAMP levels (blue line) (Fig. 6B).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    PAGln dose-dependently increased cAMP production in β2 ADR-transfected CHO-K1 cells, and this was inhibited by ICI118,551.

    “PAGln dose-dependently increased cAMP production in ADRB2 gene transfected Cricetulus griseus, hamster ovary (CHO-K1) cells”
    • Also stated in: § Gain of Function Studies Confirm PAGln Can Signal via α2A, α2B and β2 ADRs · plain
      “Both PAGln- and ISO-induced cAMP production in the β2 ADR transfected CHO-K1 cells was inhibited by addition of ICI118,551 (Fig. S7C).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The DMR response induced by PAGln incubation with MEG01 cells was substantially reduced by each of ICI118,551, propranolol, and RX821002.

    “The DMR response induced by PAGln incubation with MEG01 cells was substantially reduced by each of the aforementioned inhibitors, while the inhibitors alone did not affect the DMR response (Fig. 5G).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The PAGln-induced DMR response in MEG01 cells was significantly reduced by pretreatment with a combination of PTX, CTX, and YM-254890 or by the global GPCR inhibitor SCH-202676.

    “The PAGln-induced DMR response in MEG01 cells was significantly reduced by pretreating the cells with either a combination of all three modulators (PTX, CTX, and YM-254890) or byuse of the global GPCR inhibitor SCH-202676”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In mice, both PAGln and PAGly acutely raised by intraperitoneal injection induced heightened platelet thrombus formation within the injured carotid artery and reduced time to cessation of blood flow after FeCl3 injury compared with Phe or saline.

    “Notably, both PAGln and PAGly each induced heightened platelet thrombus formation within the injured carotid artery (Fig. 4A), and correspondingly reduced the time to cessation of blood flow following injury (i.e., the occlusion time) when compared to mice treated with the nutrient precursor Phe or normal saline (vehicle) (Fig. 4B).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    CTX or the global GPCR inhibitor SCH-202676 inhibited PAGln-evoked cAMP production in MEG01 cells and platelets.

    “pretreatment of each with known GPCR modulators showed CTX or the global GPCR inhibitor SCH-202676 inhibited PAGln-evoked cAMP production”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In washed human platelets, PAGln dose-dependently enhanced submaximal ADP-stimulated P-selectin surface expression and GP IIb/IIIa activation, with significant increases at PAGln levels of 10 μM or greater.

    “In studies with washed human platelets, PAGln also dose-dependently enhance sub-maximal ADP-stimulated P-selectin surface expression (Fig. 3E) and glycoprotein α2β3 (GP IIb/IIIa) activation (Fig. 3F), with significant increases in platelet activation phenotypes noted with PAGln levels of 10 μM or greater.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Pretreatment with PTX or CTX, but not YM-254890, significantly suppressed the PAGln-induced DMR response in MEG01 cells.

    “Further, pretreatment of cells with either PTX or CTX, but not YM-254890, significantly suppressed the PAGln-induced DMR response, suggesting Gαi/o and Gαs involvement”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    siRNA targeting α2A, α2B, or β2 ADRs each significantly reduced PAGln-induced DMR response in MEG01 cells, while control siRNA had no effect.

    “Notably, each of the siRNAs against the three ADRs demonstrated a significant reduction in PAGln-induced DMR response in MEG01 cells while control siRNA had no effect (Fig. 5F).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The ΔcutC,ΔporA C. sporogenes mutant, still possessing functional fldH, no longer generated PAA and only formed PPA.

    “In contrast, the (ΔcutC,ΔporA)C. sporogenes mutant (still possessing functional fldH) no longer generated PAA and only formed PPA.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Increasing concentrations of PAGln and norepinephrine, but not Phe, produced saturable and specific DMR dose-response curves in MEG01 cells.

    “Examination of increasing concentrations of potential binding ligands (PAGln vs Norepi vs Phe ) with MEG01 cells demonstrated saturable and specific DMR dose-response curves, typical for a ligand-receptor interaction process, with PAGln and Norepi, but not Phe (Fig. 5A).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The ΔcutC,ΔfldH C. sporogenes mutant, still possessing functional porA, no longer generated PPA but did generate PAA.

    “the ΔcutC,ΔfldH mutant (still possesses functional porA) no longer generated PPA but did generate PAA (Fig. 4C).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In germ-free mice colonized with ΔcutC,ΔfldH C. sporogenes, after arterial injury both the rate of thrombus generation and the time to cessation of blood flow were significantly reduced.

    “Following arterial injury, both the rate of thrombus generation and the time to cessation of blood flow within the injured vessel were significantly reduced in the mice colonized with the (ΔcutC,ΔfldH)C. sporogenes mutant, producing higher levels of PAA and consequently, PAGly (Fig. 4D).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In mice, carvedilol reversed the PAGln-induced acceleration of platelet thrombus generation and shortening of time to cessation of blood flow after FeCl3 arterial injury.

    “the pro-thrombotic effect of PAGln was reversed with carvedilol (Fig. 6D,E).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In an independent cohort of 4,000 subjects, PAGln was associated with cardiovascular disease and incident major adverse cardiovascular events (myocardial infarction, stroke, or death).

    “shown in an independent cohort (n=4,000 subjects) to be associated with cardiovascular disease (CVD) and incident major adverse cardiovascular events (myocardial infarction, stroke or death).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Specific ADR siRNA knockdown or ADR antagonists block PAGln-induced pro-thrombotic phenotypes.

    “In addition, studies with either specific ADR siRNA knockdown or ADR antagonists were both shown to block PAGln induced pro-thrombotic phenotypes”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingcitation

    Pathophysiologically relevant levels of PAGln or PAGly each facilitate enhanced rate of thrombus formation and thrombosis potential in arterial injury models.

    “Furthermore, numerous in vivo studies reveal pathophysiologically relevant levels of PAGln or PAGly each facilitate both enhanced rate of thrombus formation and thrombosis potential in arterial injury models, including studies ranging from direct administration of either PAGln or PAGly, to microbial transplantation studies that modulate production of PAA, the precursor of PAGln (and PAGly).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Both loss-of-function and gain-of-function studies, employing genetic or pharmacological approaches in multiple cell types, confirm that PAGln can induce cellular responses via α2A, α2B, and β2 ADRs.

    “Thus, both loss of function and gain of function studies, employing either genetic or pharmacological approaches in multiple cell types, confirm that PAGln can induce cellular responses via α2A, α2B and β2 ADRs.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    The gut microbiota-dependent metabolites PAGln and PAGly significantly impact platelet function, enhancing platelet adhesion to collagen matrices and both platelet stimulus-dependent rise in intracellular calcium and aggregation in response to agonists.

    “The above data demonstrate that the gut microbiota-dependent metabolites PAGln and PAGly significantly impact platelet function, enhancing platelet adhesion to collagen matrices and both platelet stimulus-dependent rise in [Ca2+]i and aggregation in response to agonists.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    ADRs possess a flexible agonist pocket.

    “Because ADRs possess a flexible agonist pocket (Masureel et al., 2018)”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Masureel et al., 2018 source

      Not checked in the free run.

  • May combine two claims.

    Interpretationown data

    Both genetic and pharmacological loss-of-function studies confirm that PAGln can induce cellular responses via α2A, α2B, and β2 ADRs.

    “Thus, both genetic and pharmacological loss of function studies confirm PAGln can induce cellular responses via α2A, α2B and β2 ADRs.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    PAA can be produced by bacterial fermentation of the essential amino acid Phe in culture.

    “other studies have shown PAA can be produced by bacterial fermentation of the essential amino acid Phe in culture (Dodd et al., 2017).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Dodd et al., 2017 source

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    Premisecitation

    Carvedilol is a widely used β-blocker in clinical practice.

    “a widely used β-blocker in clinical practice, carvedilol (Gupta et al., 2004)”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Gupta et al., 2004 source

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

    Premisecitation

    Isoproterenol predominantly binds β2-ADRs that primarily couple to the Gαs subunit in MEG01 cells and platelets.

    “Isoproterenol (ISO), which predominantly binds to β2-ADRs that primarily couple to the Gαs subunit in both MEG01 cells (Fig. S5G) and in platelets (Fig. S5H) (Koryakina et al., 2012)”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Koryakina et al., 2012 source

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  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Pertussis toxin, cholera toxin, and YM-254890 mask activation of Gαi/o, Gαs, and Gαq subunit-mediated signaling pathways, respectively.

    “pertussis toxin (PTX), cholera toxin (CTX) and YM-254890, which mask activation of Gαi/o, Gαs and Gαq subunit-mediated signaling pathways, respectively (Campbell and Smrcka, 2018; Milligan and Kostenis, 2006).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Campbell and Smrcka, 2018

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    • cites Milligan and Kostenis, 2006

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    Premisecitation

    SCH-202676 is a global GPCR inhibitor that blocks agonist and antagonist binding to structurally diverse GPCRs coupling to Gαi/o, Gαs, and Gαq proteins.

    “SCH-202676, a global GPCR inhibitor that blocks both agonist and antagonist binding to structurally diverse GPCRs that couple to Gαi/o, Gαs and Gαq proteins (Fawzi et al., 2001; Lewandowicz et al., 2006).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Fawzi et al., 2001 source

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    • cites Lewandowicz et al., 2006 source

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

    Premisecitation

    PAGln can be formed by phenylacetic acid conjugation to glutamine by human and rhesus monkey liver enzymes.

    “Previous studies with either liver extracts or isolated enzymes have reported PAGln can be formed by phenylacetic acid (PAA) conjugation to the amino acid glutamine (Gln) by both human and rhesus monkey liver enzymes (Webster et al., 1976)”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Webster et al., 1976 source

      Not checked in the free run.

  • May combine two claims.

    Interpretationown data

    The microbial porA gene facilitates dietary phenylalanine conversion into phenylacetic acid, with subsequent host generation of PAGln and PAGly fostering platelet responsiveness and thrombosis potential.

    “the microbial porA gene facilitates dietary phenylalanine conversion into phenylacetic acid, with subsequent host generation of PAGln and phenylacetylglycine (PAGly) fostering platelet responsiveness and thrombosis potential.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    PAA conjugation to glycine generating PAGly has been noted.

    “In addition to PAGln, PAA conjugation to the amino acid glycine (Gly) generating PAGly has also been noted (Gonzalez-Guardia et al., 2015; Wang et al., 2013).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Gonzalez-Guardia et al., 2015 source

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    • cites Wang et al., 2013 source

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

    Premisecitation

    The microbial porA gene plays a role in oxidative metabolism of Phe to PAA by Clostridium sporogenes.

    “Recent studies reported a role for the microbial porA gene in oxidative metabolism of Phe to PAA by the human commensal Clostridium sporogenes (Dodd et al., 2017).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Dodd et al., 2017 source

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

    Premisecitation

    Norepinephrine binds ADRs and collagen binds the glycoprotein VI receptor.

    “known receptor binding ligands like norepinephrine (Norepi) and collagen, which bind to ADRs and the glycoprotein VI (GPVI) receptor (Leitinger, 2011; Small et al., 2003), respectively”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Leitinger, 2011 source

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    • cites Small et al., 2003 source

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    Premisecitation

    PPA was a major product of Phe metabolism by clostridia.

    “Elsden and colleagues previously reported PPA was a major product of Phe metabolism by clostridia (Elsden et al., 1976)”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Elsden et al., 1976 source

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  • May combine two claims.

    Interpretationown data

    PAGln represents a new CVD-promoting gut microbiota-dependent metabolite that signals via adrenergic receptors.

    “PAGln thus represents a new CVD-promoting gut microbiota-dependent metabolite that signals via adrenergic receptors.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    PAGln has long been recognized as a synthetic product of PAA and Gln by liver and renal tissues of humans.

    “PAGln has long been recognized as a synthetic product of PAA and Gln by liver and renal tissues of humans (Moldave and Meister, 1957)”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Moldave and Meister, 1957

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

    Study design and conductnone given

    All subjects gave written informed consent and the Institutional Review Board of the Cleveland Clinic approved all study protocols.

    “All subjects gave written informed consent and the Institutional Review Board of the Cleveland Clinic approved all study protocols.”
    Quote in the paperNot a substantial claim
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    Study design and conductnone given

    All cell lines used were tested before use to confirm negative status for mycoplasma.

    “Before use, all cell lines used were tested to confirm negative status for mycoplasma (CC cell culture facility).”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Adjustments were made for individual traditional cardiac risk factors including age, sex, HDL, LDL, triglycerides, smoking, diabetes mellitus, systolic blood pressure, and high-sensitivity C-reactive protein level.

    “Adjustments were made for individual traditional cardiac risk factors including age, sex, HDL, LDL, triglycerides, smoking, diabetes mellitus, systolic blood pressure, and high-sensitivity C-reactive protein level.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    β-Blocker therapy is known to foster numerous clinical benefits in some subjects with CVD, including reduced risks of heart attack, stroke, heart failure and death.

    “β-Blocker therapy is known to foster numerous clinical benefits in some subjects with CVD (e.g. reduced risks of heart attack, stroke, heart failure and death (Black et al., 2010; Burnett et al., 2017; Witte et al., 2018)).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Black et al., 2010 source

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    • cites Burnett et al., 2017 source

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    • cites Witte et al., 2018 source

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  • Classified as probably not a substantial claim.

    Interpretationreasoning

    Addition of any agonist over the CTX-induced baseline does not lead to detectable increase in Gαs subunit driven cAMP production, thereby masking the signaling process.

    “Addition of any agonist over this baseline value now does not lead to detectable increase in the Gαs subunit driven cAMP production, thereby resulting in masking of the signaling process.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: CTX addition results in stimulation of adenylyl cyclase and a sustained increase in cAMP, which was considered as the normalized baseline.
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    Quality control samples were run with each batch of samples and inter-batch variations expressed as coefficient of variation were less than 10%.

    “Quality control samples were run with each batch of samples and inter-batch variations expressed as coefficient of variation (CV) were less than 10%.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    All subjects had extensive clinical and longitudinal outcome data monitored, including adjudicated outcomes over the ensuing 3 to 5 years after enrollment.

    “All subjects had extensive clinical and longitudinal outcome data monitored, including adjudicated outcomes over the ensuing 3 to 5 years after enrollment.”
    Quote in the paperSubstantial claim
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    Premisecitation

    Carvedilol has been shown to promote inhibition of platelet function in several trials.

    “It is notable that carvedilol has been shown to promote inhibition of platelet function in several trials (Petrikova et al., 2005; Ilardi et al., 2018)”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Petrikova et al., 2005

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    • cites Ilardi et al., 2018 source

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

    Study design and conductnone given

    Time to cessation of blood flow through clot formation for all studies was determined by visual inspection by two independent investigators.

    “Time to cessation of blood flow through clot formation for all studies was determined by visual inspection by two independent investigators.”
    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

    Animal care and experimentation were consistent with NIH guidelines and all animal model studies were approved by the Institutional Animal Care and Use Committee at the Cleveland Clinic.

    “Animal care and experimentation were consistent with NIH guidelines and all animal model studies were approved by the Institutional Animal Care and Use Committee at the Cleveland Clinic.”
    Quote in the paperNot a substantial claim
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    Study design and conductnone given

    Following colonization, the investigator was not blinded from treatment groups to avoid cross contamination.

    “Following colonization, the investigator was not blinded from treatment groups to avoid cross contamination.”
    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

    The limit of detection and limit of quantification for the targeted LC-MS/MS assay were 0.010 and 0.033 μM, respectively.

    “The limit of detection (LOD; 3:1 signal to noise cutoff) and limit of quantification (LOQ; 10:1 signal to noise cutoff) were 0.010 and 0.033 μM, respectively.”
    Quote in the paperNot a substantial claim
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    Premisecitation

    Activation of the adrenergic system has profound effects on metabolism, and prolonged activation can lead to insulin resistance, alterations in glucose and fatty acid metabolism, and mitochondrial dysfunction.

    “Activation of the adrenergic system also has profound effect on metabolism and prolonged activation can lead to insulin resistance, alterations in glucose and fatty acid metabolism and mitochondrial dysfunction (Ciccarelli et al., 2013; Fu et al., 2017).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Ciccarelli et al., 2013 source

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    • cites Fu et al., 2017

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    Premisecitation

    PAGln levels are substantially increased in subjects with end-stage renal disease.

    “PAGln levels were noted to be substantially increased in subjects with end-stage renal disease (to more than 500 μM in some subjects (Meyer et al., 2016))”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Meyer et al., 2016 source

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

    Premisecitation

    ADRs are widely expressed on virtually every cell type and play important roles in myocardial and vascular function and in regulation of body homeostasis in both health and pathologic states.

    “ADRs are widely expressed on virtually every cell type, and known to play important roles in myocardial and vascular function, as well as regulation of body homeostasis in both health and pathologic states (Amrani and Bradding, 2017; Hein and Kobilka, 1997; Lefkowitz et al., 2000; Rockman et al., 2002).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Amrani and Bradding, 2017

      Not checked in the free run.

    • cites Hein and Kobilka, 1997

      Not checked in the free run.

    • cites Lefkowitz et al., 2000 source

      Not checked in the free run.

  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductnone given

    The Discovery Cohort (n=1,157) and the independent non-overlapping Validation Cohort (n=4,000) were obtained from sequential consenting subjects enrolled in GeneBank at the Cleveland Clinic.

    “The Discovery Cohort (n=1,157) employed for untargeted metabolomics investigations, and the independent non-overlapping Validation Cohort (n=4,000), were obtained from sequential consenting subjects enrolled in the study GeneBank at the Cleveland Clinic.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    In the transfection experiments described, equivalent transfection efficiency for each well was monitored using a GFP reporter and was approximately 80%.

    “Equivalent transfection efficiency for each well was monitored using a GFP reporter (pmaxGFP, Lonza, CH) and was ~80%.”
    • Also stated in: § METHOD DETAILS · plain
      “Equivalent transfection efficiency for each well was monitored using a GFP reporter (pmaxGFP, Lonza, CH) and was ~80%.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    PAGln is a non-invasive probe of citric acid cycle intermediates in humans and primates.

    “as well as a non-invasive probe of citric acid cycle intermediates in humans and primates (Yang et al., 1996).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Yang et al., 1996

      Not checked in the free run.

53 of 53
  • The paper relies on this without support.

    Subjects with T2DM are at markedly higher risk for development of CVD and its major adverse consequences (MACE) and suffer poorer prognosis and outcomes.

    “since subjects with T2DM are both at markedly higher risk for development of CVD and its major adverse consequences (MACE, major adverse cardiac events = myocardial infarction (MI), stroke or death) and suffer poorer prognosis and outcomes.”
  • The paper relies on this without support.

    Traditional CVD risk factors fail to adequately account for the heightened CVD risks observed among subjects with T2DM.

    “Further, traditional CVD risk factors fail to adequately account for the heightened risks observed amongst subjects with T2DM.”
  • The paper relies on this without support.

    A mechanistic link between PAGln and CVD pathogenesis has not yet been reported.

    “Despite these reports, a mechanistic link between PAGln and CVD pathogenesis has not yet been reported.”
  • The paper relies on this without support.

    α2A, α2B and β2 ADRs are expressed on platelets.

    “ADRs known to be expressed on platelets”
  • The paper relies on this without support.

    Heightened PAGln is clinically associated with incident CVD risks.

    “the clinical association between heightened PAGln and incident CVD risks”
  • The paper relies on this without support.

    CTX addition results in stimulation of adenylyl cyclase and a sustained increase in cAMP, which was considered as the normalized baseline.

    “Notably, in contrast to the action of PTX, CTX lead to permanent activation of adenylyl cyclase resulting in constitutive cAMP production.”
    “In the context of our current experimental design and analysis, CTX addition results in stimulation of adenylyl cyclase and a sustained increase in cAMP, which was considered as the normalized baseline.”
  • The paper relies on this without support.

    Gαs protein has no selective inhibitor known to date.

    “Since Gαs protein has no selective inhibitor known to date, CTX was used for investigating signaling through Gαs pathway.”
  • The paper relies on this without support.

    ATP is a non-ADR GPCR (P2Y) agonist expressed on nearly all cells.

    “the ATP DMR response (a non-ADR GPCR (i.e. P2Y) agonist that is expressed on nearly all cells)”
8 of 8

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?

  • PAG is generated via gut microbes during metabolism of phenylalanine.

    “Moreover, PAG was shown to be generated via gut microbes during metabolism of phenylalanine, as illustrated in Figure 4.”

    From Gut microbiota and cardiovascular disease. (2020) · cites this paper as [146]

  • The candidate analyte with the strongest association with MACE (m/z 265.1188) was identified as phenylacetylglutamine (PAG), a phenylalanine-derived metabolite.

    “The candidate analyte showing the strongest association with MACE (m/z 265.1188) was subsequently identified as phenylacetylglutamine (PAG), a phenylalanine-derived metabolite (Figure 4).”

    From Gut microbiota and cardiovascular disease. (2020) · cites this paper as [146]

  • PAG interacts with GPCRs, including α- and β-adrenergic receptors.

    “And through multiple gain of function and loss of function genetic and pharmacological studies, PAG was shown to interact with G protein-coupled receptors (GPCRs), including the α- and β-adrenergic receptors (ADRs)146.”

    From Gut microbiota and cardiovascular disease. (2020) · cites this paper as [146]

  • Adverse CVD-related phenotypes observed with PAG administration at physiological levels are attenuated with the β-blocker carvedilol.

    “The new studies by Nemet et al. also showed that adverse CVD related phenotypes observed with PAG administration at physiological levels was attenuated with the β-blocker carvedilol146.”

    From Gut microbiota and cardiovascular disease. (2020) · cites this paper as [146]

  • The association of PAGln with incident risk for major adverse cardiac events was validated in an independent non-overlapping cohort of 4000 stable cardiovascular subjects and shown to be independent of traditional CVD risk factors in both diabetics and non-diabetics.

    “The association of PAGln with incident risk for major adverse cardiac events like heart attack, stroke and death was further validated in an independent and non-overlapping cohort comprised of 4000 stable cardiovascular subjects, and shown to be independent of traditional CVD risk factors in both diabetics and non-diabetics alike146.”

    From Gut microbiota and cardiovascular disease. (2020) · cites this paper as [146]

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.

  • Preparative chromatography gradient assigns conflicting compositions to 27-32 minutes

    Minor

    The gradient specifies a change from 80% to 100% B over minutes 23-37, but also specifies 100% B throughout minutes 27-32. Both cannot describe the same run.

  • Discovery Cohort size differs between Results and Methods

    Minor

    The Results report 1,162 subjects in the Discovery Cohort, while the Methods report 1,157 for the same cohort.

2 of 2

Cites

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Authors
Nemet, I., Saha, P. P., Gupta, N., Zhu, W., Romano, K. A., Skye, S. M., Cajka, T., Mohan, M. L., Li, L., Wu, Y., Funabashi, M., Ramer-Tait, A. E., Naga Prasad, S. V., Fiehn, O., Rey, F. E., Tang, W. H. W., Fischbach, M. A., DiDonato, J. A., & Hazen, S. L.
Affiliations
  • Cleveland Clinic (US)
  • Cleveland State University (US)
  • Stanford University (US)
  • University of California, Davis (US)
  • University of Wisconsin–Madison (US)
Corresponding author
Hazen, Stanley L.
Venue
Cell
Publisher
Elsevier BV
Published
2020-03
Volume
180
Issue
5
Pages
862-877.e22
ISSN
0092-8674 (ISSN-L)
OpenAlex
W3009682272
Cited by
784
References
77
Citations by year
2026: 138 · 2025: 140 · 2024: 135 · 2023: 133 · 2022: 127 · 2021: 81 · 2020: 29 · 2019: 1
FWCI
30.55
Type
journal article
Language
en
Open access
Locations
  • Cell (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
  • eScholarship (California Digital Library) (submittedVersion)
Funders
  • National Institutes of Health
  • Fondation Leducq
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gut microbiota and health
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Metabolomics and Mass Spectrometry Studies
  • Health Sciences › Dentistry › Periodontics › Oral microbiology and periodontitis research
Keywords
phenylacetylglutamine, gut microbiota metabolites, cardiovascular disease, major adverse cardiovascular events, platelet activation, thrombosis, adrenergic receptors, G protein-coupled receptors, alpha2A-adrenergic receptor, alpha2B-adrenergic receptor, beta2-adrenergic receptor, phenylalanine metabolism, phenylacetic acid, phenylacetylglycine, porA gene, germ-free mice, myocardial infarction, stroke
MeSH terms
Gastrointestinal Microbiome, Animals, Arteries, Bacterial Proteins, Blood Platelets, Cardiovascular Diseases, Glutamine, Humans, Male, Myocardial Infarction, Receptors, Adrenergic, alpha, Receptors, Adrenergic, beta, Risk Factors, Thrombosis, Platelet Activation, Death, Sudden, Cardiac, Stroke, Mice, Metabolomics, Metabolome

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 2026-10-09.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-09.

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.

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