Cited by 420Sirtuins and Resveratrol in MedicineTelomeres, Telomerase, and SenescenceAdipose Tissue and Metabolism

Senescent cells promote tissue NAD+ decline during ageing via the activation of CD38+ macrophages

Open access
Covarrubias, Anthony J., Kale, Abhijit, Perrone, Rosalba, Lopez-Dominguez, Jose Alberto, Pisco, Angela Oliveira, Kasler, Herbert G., Schmidt, Mark S., Heckenbach, Indra +23 more·2020·Nature Metabolism

Published version of a preprint

Abstract

Declining tissue nicotinamide adenine dinucleotide (NAD) levels are linked to ageing and its associated diseases. However, the mechanism for this decline is unclear. Here, we show that pro-inflammatory M1-like macrophages, but not naive or M2 macrophages, accumulate in metabolic tissues, including visceral white adipose tissue and liver, during ageing and acute responses to inflammation. These M1-like macrophages express high levels of the NAD-consuming enzyme CD38 and have enhanced CD38-dependent NADase activity, thereby reducing tissue NAD levels. We also find that senescent cells progressively accumulate in visceral white adipose tissue and liver during ageing and that inflammatory cytokines secreted by senescent cells (the senescence-associated secretory phenotype, SASP) induce macrophages to proliferate and express CD38. These results uncover a new causal link among resident tissue macrophages, cellular senescence and tissue NAD decline during ageing and offer novel therapeutic opportunities to maintain NAD levels during ageing.

AI snapshot

Written from the paper’s full text.

TL;DR

Age-related tissue NAD decline is driven by pro-inflammatory M1-like macrophages that express high CD38 and consume NAD. Senescent cells in visceral fat and liver release SASP cytokines that expand CD38+ macrophages, linking cellular senescence to NAD loss during ageing.

Key findings

  • In mouse and human macrophages, M1 polarization strongly induced the NADase CD38 (about 600-fold Cd38 mRNA increase in mouse M1 versus M0/M2) and increased NAD hydrolysis; Cd38 knockout M1 macrophages lost most of this activity, while CD157 knockout did not.
  • Aged visceral white adipose tissue and liver accumulated CD38+ resident macrophages, and old wild-type eWAT had roughly 50% lower NAD and NADP than young tissue; Cd38 knockout mice were protected from this age-related decline.
  • Acute or chronic LPS exposure increased CD38+ macrophages and reduced eWAT NAD/NADP by about 50% in wild-type mice, whereas Cd38 knockout mice were largely protected; excess NAM was shunted toward NNMT-dependent methylation.
  • Conditioned medium from senescent fibroblasts or preadipocytes increased macrophage Cd38 expression and promoted macrophage proliferation (about threefold more EdU incorporation), and eliminating p16+ senescent cells in doxorubicin-treated p16-3MR mice reversed elevated CD38 expression in liver.

Methods

  • Mouse studies used C57BL/6J, Cd38 knockout, Nampt conditional, and p16-3MR mice, including natural ageing cohorts from 2 to 30 months, doxorubicin-induced senescence, and acute or chronic LPS treatment; bone-marrow-derived macrophages were polarized to M0, M1, or M2 states, with some experiments using human PBMC-derived macrophages.
  • Main measurements included targeted LC–MS for NAD metabolites, fluorescence-based NADase assays, quantitative PCR, western blotting, flow cytometry, immunofluorescence with neural-network image analysis, Seahorse metabolic assays, and proteomics of senescent-cell conditioned medium.
  • The authors also analyzed Tabula Muris/Tabula Muris Senis single-cell RNA-seq data to identify Cd38-expressing macrophage and liver cell populations.

Limitations

  • The authors state that future work is needed to identify additional SASP components that activate CD38 in macrophages, and to understand how disease states affect the CD38–NNMT connection and NAD restoration.
  • The authors note that their focus was on metabolic tissues and that the mechanism is speculative for other tissues, such as the brain, where resident macrophages are abundant.
  • Evident from the text: many in vivo ageing and LPS experiments used male mice, some groups had small sample sizes, and WT versus Cd38 knockout comparisons did not use littermates; image-analysis code was available only on request.

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

Integrity signals

Registry

Crossref · 10.1038/s42255-020-00305-3

Cites

80 of 80 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 34 cited sources checked · 0 supported · 0 flagged

  • Findingown data

    Human M1 macrophages show increased CD38 expression.

    “A similar increase in CD38 expression was observed in human M1 macrophages (Extended Data Fig. 1a,b).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
    • Rests on an assumption: Findings in mice and mouse cell models generalize to human ageing and human macrophages.
  • Findingown data

    M1 macrophage lysates have significantly higher NADase activity than M0 or M2 lysates.

    “Cellular lysates from M1 macrophages showed a significant and robust increase in NADase activity (Fig. 1b,c), whereas those from M0 or M2 macrophages showed very little (Fig. 1b).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • Findingown data

    Lysates from human M1 macrophages hydrolyse more NAD than M0 or M2 lysates do.

    “Human M1 lysates showed increased NAD hydrolysis compared with that in M0 and M2 subsets (Extended Data Fig. 1c).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
    • Rests on an assumption: Findings in mice and mouse cell models generalize to human ageing and human macrophages.
  • Findingown data

    M1 macrophages contain significantly more NAM than M0 or M2 macrophages.

    “we observed significantly elevated levels of NAM in M1, but not M0 or M2, macrophages (Fig. 1d).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • Findingown data

    The ratio of NAD to NAM is significantly reduced in M1 macrophages.

    “NAD/NAM ratios were significantly lower in M1 macrophages (Fig. 1e).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • May combine two claims. 69
  • Classified as probably not a substantial claim. 27
  • The quote only partly states this claim. 1
  • May combine two claims.

    Findingown data

    When M1 macrophages are compared with M0 and M2, Cd38 mRNA rises roughly 600-fold and Cd157 rises less, whereas Sirt1, Parp1, and Parp2 mRNAs do not rise strongly.

    “In M1, relative to M0 and M2, macrophages, the only significantly upregulated NADase-encoding mRNAs were Cd38 (600-fold increase) and, to a lesser degree, its homologue Cd157; Sirt1, Parp1 and Parp2 mRNAs were not highly upregulated in M1 relative to M0 and M2 macrophages (Fig. 1a).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • May combine two claims.

    Findingown data

    In M1 macrophages, FK866 lowers glycolytic capacity, and NMN reverses this effect.

    “FK866-treated M1 macrophages showed reduced glycolytic capacity, which was rescued by addition of NMN (Fig. 2c)”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • May combine two claims.

    Findingown data

    NAD and NADP levels are elevated in M2 but not M1 macrophages.

    “We also observed elevated levels of NAD and NADP in M2, but not M1, macrophages (Fig. 1d)”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • May combine two claims.

    Findingown data

    In M2 macrophages, FK866 reduces oxidative phosphorylation, and NMN restores it.

    “FK866-treated M2 macrophages had reduced oxidative phosphorylation that was rescued by addition of NMN (Fig. 2c)”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • May combine two claims.

    Findingown data

    Adding NMN or NR restores NAD in M2 macrophages but not in M1 macrophages.

    “both significantly restored NAD levels in M2, but not M1, macrophages”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • May combine two claims.

    Findingown data

    M1 polarization raises Nampt and Nmnat1 mRNAs but leaves Nmnat2, Nmnat3, and Ido1 mRNAs largely unchanged.

    “In M1 macrophages, we observed increased levels of Nampt or Nmnat1 mRNAs, which maintain nuclear NAD levels (Fig. 1a), but no significant changes in the levels of Nmnat2 or Nmnat3 mRNAs, which regulate NAM salvage in the cytoplasm or mitochondria, respectively, or Ido1 mRNA (Fig. 1a).”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • May combine two claims.

    Findingown data

    FK866 reduces both mRNA and secreted protein for M1 cytokines IL-6 and TNF-α, but not for Irg1.

    “pretreatment of macrophages with FK866 also suppressed mRNA levels and secretion of M1 inflammatory cytokines, such as IL-6 and tumour necrosis factor-α (TNF-α), but not the metabolic enzyme Irg1 (Fig. 2f,g).”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • May combine two claims.

    Findingown data

    Cd38 knockout and M1 or M2 polarization do not change PARP or sirtuin expression.

    “PARP and sirtuin expression was unaffected by Cd38 KO or M1 or M2 polarization (Fig. 3b).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • May combine two claims.

    Findingown data

    Only M1 macrophages hydrolyse extracellular εNAD, and they do so less than whole lysates.

    “Extracellular εNAD was hydrolysed only by M1 macrophages (Extended Data Fig. 3b, c), although to a lesser extent than whole cell lysates (Fig. 3d).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    M1 gene expression in Nampt Fl/FlCreER BMDMs changes only slightly, likely because NAMPT deletion is incomplete.

    “Nampt Fl/FlCreER BMDM M1 gene expression was only slightly affected (Extended Data Fig. 2f), probably due to incomplete deletion of NAMPT (Extended Data Fig. 2d).”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • May combine two claims.

    Findingown data

    Relative to WT M1 macrophages, Cd38 KO M1 macrophages have significantly more NAD and NADP and a higher NAD/NAM ratio.

    “Cd38 KO M1 macrophages also had significantly higher levels of NAD and NADP and a higher NAD/NAM ratio than did WT M1 macrophages (Fig. 3e,f).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • May combine two claims.

    Findingown data

    FK866 lowers mRNAs for M2 markers Arg1, Mgl2, Ccl24, and Retnlb, while Ym1 and Cd36 mRNAs remain unchanged.

    “This treatment decreased mRNA levels of multiple M2 markers (arginase 1 (Arg1), galactose N-acetyl-galactosamine-specific lectin 2 (Mgl2), C–C motif chemokine ligand 24 (Ccl24) and resistin-like beta (Retnlb, also known as Fizz1)) (Fig. 2d), although the M2 markers Ym1 and Cd36 were unaffected.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • May combine two claims.

    Findingown data

    WT M1 macrophages contain more NAM and ADPR than Cd38 KO M1 macrophages, in which these metabolites fall to baseline.

    “WT M1 macrophages had more NAM and ADPR, two products resulting from CD38 activity on NAD (Fig. 3e), whereas these metabolites were suppressed to basal levels in M1 macrophages from Cd38 KOs (Fig. 3e).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • May combine two claims.

    Findingown data

    Lysates from Cd38 KO M1 macrophages have NADase activity close to baseline, unlike WT M1 lysates.

    “lysates from Cd38 KO M1 macrophages showed near basal NADase activity compared to that in WT M1 macrophages (Fig. 3c, d).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • May combine two claims.

    Findingown data

    H2O2 causes detectable DNA damage in M0 and M2 macrophages, but WT and Cd38 KO M1 macrophages sustain less damage.

    “treatment of macrophages with H2O2 induced detectable DNA damage in M0 and M2 macrophages (Extended Data Fig. 3h); however, both WT and Cd38 KO M1 macrophages showed less DNA damage”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • May combine two claims.

    Findingown data

    In aged versus young eWAT, mRNAs rise for CD38, p16 and p21 senescence markers, and the SASP cytokines Il6, Il1b, Il1a, and Il10.

    “mRNAs encoding CD38, senescence markers (Cdkn2a mRNA, encoding p16Ink4a, and Cdkn1a mRNA encoding p21Cip1) and the inflammatory cytokines that comprise the SASP (Il6, Il1b, ll1a and Il10 mRNAs) increased in aged eWAT, as compared with their levels in young eWAT (Fig. 4b and Extended Data Fig. 4b).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    NADase activity is lower in Cd38 KO and Cd38/Cd157 DKO M1 macrophages, but Cd157 KO M1 macrophages keep activity near WT levels.

    “whereas Cd38 KO and Cd38/Cd157 double-KO (DKO) M1 macrophages have attenuated NADase activity, Cd157 KO M1 macrophages retain NADase activity, similarly to WT M1 macrophages (Fig. 3g,h).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • May combine two claims.

    Findingown data

    Old eWAT has more CD38 and CD157 protein and signs of greater inflammasome activation, including the 20-kDa caspase-1 form.

    “old eWAT tissue contained greater protein levels of CD38 and CD157 (Fig. 4c,d), and noticeably elevated levels of inflammasome activation, as indicated by higher levels of the 20-kDa processed form of caspase-1 (Fig. 4c).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingcitation

    Tabula Muris scRNA-seq shows CD38 expression in adipose-resident macrophages but not in non-resident macrophages.

    “CD38 expression was specific to adipose-tissue-resident macrophages (CD68+CD64+F4/80+CD11b+CD11c−), not the non-resident population (CD68+CD64+F4/80+CD11b+CD11c+) (Fig. 4h)”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [36] Consortium, T. T. M. Single-cell transcriptomics of 20 mouse organs creates a Tabula Muris. Nature 562, 367–372 (2018). source

      Not checked in the free run.

  • May combine two claims.

    Findingown data

    CD38 expression rises progressively with age in resident macrophages but not in non-resident macrophages.

    “resident macrophages from older animals, but not non-resident macrophages, showed progressively increased CD38 expression (Fig. 4e and Extended Data Fig. 4f).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In old eWAT, F4/80+ macrophages and p21+ senescent cells are more numerous and lie close together than in young eWAT.

    “Further IF analysis showed an increase in both F4/80+ macrophages and p21+ senescent cells in close proximity to each other in old, compared with young, eWAT (Fig. 5b).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Liver NAD levels fall with ageing, and this decline depends on CD38.

    “Ageing is associated with a decline in liver NAD levels, which we can confirm is CD38 dependent (Fig. 6a) as has recently been reported7.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [7] Camacho-Pereira, J. et al. CD38 dictates age-related NAD decline and mitochondrial dysfunction through an SIRT3-dependent mechanism. Cell Metab. 23, 1127–1139 (2016). source

      Not checked in the free run.

  • May combine two claims.

    Findingown data

    Sen(IR) preadipocytes have more SA-Bgal activity and higher p16 and p21 mRNAs, with only modest Cd38 expression.

    “sen(IR)-preadipocytes, compared with non-senescent preadipocytes, showed elevated SA-Bgal activity (Fig. 5i) and higher levels of mRNAs encoding p16Ink4a and p21Cip, but only modest expression of Cd38 (Fig. 5j).”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Doxorubicin-induced and ionizing radiation-induced senescence model ageing-associated cellular senescence in vivo.
  • May combine two claims.

    Findingown data

    Sen(IR) fibroblasts show higher Csf1 transcripts and other growth factors, and proteomics confirms increased protein in conditioned medium.

    “sen(IR)-fibroblasts had increased expression of Csf1 transcripts (Extended Data Fig. 5e) and other growth factors40, which we confirmed were significantly increased at the protein level by proteomic analysis of the conditioned medium (Extended Data Fig. 5g).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [40] Coppe, J. P., Desprez, P. Y., Krtolica, A. & Campisi, J. The senescence-associated secretory phenotype: the dark side of tumor suppression. Annu. Rev. Pathol. 5, 99–118 (2010). source

      Not checked in the free run.

    • Rests on an assumption: Doxorubicin-induced and ionizing radiation-induced senescence model ageing-associated cellular senescence in vivo.
  • May combine two claims.

    Findingown data

    In BMDMs, TNF-α, IL-6, and IL-10 raise Cd38 expression, whereas many other cytokines, including type 1 interferons, do not.

    “although many of these cytokines including type 1 interferons did not promote Cd38 expression, TNF-α, IL-6 and IL-10 significantly increased Cd38 expression (Extended Data Fig. 5f).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • May combine two claims.

    Findingown data

    Conditioned medium from senescent cells raises Cd38 and, less so, Cd157 in macrophages, without affecting other NAD-consuming enzyme genes.

    “Macrophages that were cultured for 24 h in conditioned media from senescent cells upregulated Cd38, and to a lesser extent Cd157, but not other genes encoding NAD-consuming enzymes (Fig. 5f).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Doxorubicin-induced and ionizing radiation-induced senescence model ageing-associated cellular senescence in vivo.
    • Rests on an assumption: Conditioned medium from senescent cells reproduces the SASP effects on macrophages in vivo.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingcitation

    Liver scRNA-seq from Tabula Muris identifies eight distinct cell populations.

    “Annotation of single-cell RNA-seq data from the livers of young and old (1–30 months of age) mice revealed 8 distinct cell populations in the liver (Fig. 6d).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [55] The Tabula Muris Consortium. A single-cell transcriptomic atlas characterizes ageing tissues in the mouse. Nature 583, 590–595 (2020).

      Not checked in the free run.

  • May combine two claims.

    Findingown data

    Immunofluorescence shows more CD38 in liver sinusoids and more F4/80+ macrophages near sinusoids in old versus young mice.

    “IF staining for F4/80+ Kupffer cells and CD38 revealed increased expression of CD38 in liver sinusoids and greater numbers of F4/80+ macrophages near the sinusoids in old than in young mice (Fig. 6b).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Aged Kupffer cells with higher Cd38 also show higher Nampt, Il1b, Il18, and Nfkbiz mRNAs, pointing to pro-inflammatory M1-like polarization.

    “increased expression of Cd38 in aged Kupffer cells was paralleled by increased mRNA expression of the nicotinamide-salvage-pathway enzyme (Nampt mRNA), inflammatory cytokines (Il1b and Il18 mRNAs) and an inflammatory transcription factor (Nfkbiz mRNA), which is activated downstream of nuclear factor-κB, suggesting that Kupffer cells from old mice undergo a pro-inflammatory M1-like polarization.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Old endothelial cells show only a modest Cd38 increase, and hepatocytes never express Cd38.

    “expression of Cd38 in endothelial cells from old animals increased only modestly, and hepatocytes did not express Cd38 at any age (Extended Data Fig. 6a,b).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Old mice have higher Cd38 expression in Kupffer cells, and more Kupffer cells express Cd38 as age increases.

    “Cd38 gene expression was higher in Kupffer cells from old mice (24–30 months old), and the number of Kupffer cells that expressed Cd38 also increased with age (Fig. 6g-i)”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Acute LPS treatment elevates inflammatory cytokine expression, macrophage markers F4/80 but not Cd68, and Cd38 and Cd157 expression in eWAT.

    “the eWAT of mice treated with an acute LPS dose also had significantly elevated expression of inflammatory cytokines (Fig. 7i and Extended Data Fig. 7e) and macrophage markers (F4/80 but not Cd68), and significant expression of Cd38 and Cd157 (Fig. 7i).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In eWAT of LPS-injected mice, mRNA levels of inflammatory cytokines Tnfa and Il1b, macrophage markers Cd68 and F4/80, and NAD hydrolases Cd38 and Cd157 are higher than in PBS-injected mice.

    “Further analysis of eWAT from mice injected with LPS showed higher levels of inflammatory cytokine (Tnfa and Il1b) (Fig. 7e), macrophage marker (Cd68 and F4/80) and NAD hydrolase (Cd38 and Cd157) mRNAs (Fig. 7e), which also increased at the protein level (Extended Data Fig. 7c), than in eWAT of mice injected with PBS.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Chronic LPS treatment does not increase, and even decreases, CD38 expression in other immune-cell populations, including B and T cells.

    “whereas CD38 expression was not increased, and was even decreased, in other immune-cell populations (see Extended Data Fig. 7a for gating strategies), including B and T cells (Extended Data Fig. 7b).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    CD38 and CD157 protein levels are also increased in eWAT of LPS-injected mice.

    “which also increased at the protein level (Extended Data Fig. 7c)”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    NA increases and nicotinic acid dinucleotide declines in both eWAT and liver of WT and Cd38 KO mice treated with LPS.

    “NA increased and nicotinic acid dinucleotide declined in both the eWAT and liver of WT and Cd38 KO mice treated with LPS (Extended Data Fig. 7g,h)”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The doxorubicin-induced rise in senescence markers is accompanied by higher CD38 expression, which is reversed when senescent cells are deleted with ganciclovir.

    “Notably, this increase was paralleled by increased CD38 expression, which was reversed after deleting senescent cells with GCV (Fig. 6k).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Doxorubicin treatment of p16-3MR mice increases expression of the senescence markers p16Ink4a and p21Cip1 and the mRFP reporter.

    “We treated p16-3MR mice with doxo, which, as expected, increased expression of the senescent-cell markers p16Ink4a and p21Cip1 along with mRFP reporter (Fig. 6k).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In livers of old mice, SA-β-gal activity is higher than in young mice, indicating more senescent cells.

    “SA-Bgal activity increased in the livers of old versus young mice, indicative of an increase in senescent cells (Fig. 6j).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In eWAT of LPS-treated mice, Parp1 and Parp2 expression and PARP activity are not enhanced, whereas basal PARylation is increased in Cd38 KO mice.

    “we did not detect enhanced expression of Parp1 or Parp2, or any detectable PARP activity, in the eWAT of LPS-treated mice, whereas basal PARylation was noticeably increased in Cd38 KO mice (Fig. 7i and Extended Data Fig. 7e,f).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Cd38 KO mice treated with LPS have significantly less liver NAD than PBS-treated Cd38 KO mice, but still significantly more NAD than LPS-treated WT mice.

    “Cd38 KO mice treated with LPS had significantly less NAD than PBS-treated Cd38 KO mice, although they still had signficantly higher NAD levels than LPS-treated WT mice (Fig. 7l).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Only WT LPS-treated mice show increased MeNAM production in both eWAT and liver; WT PBS-treated and Cd38 KO mice do not.

    “only WT LPS-treated mice showed increased production of MeNAM in both eWAT and liver; WT PBS-treated mice and Cd38 KO mice did not (Fig. 7j,l).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    LPS exposure increases Nnmt expression in liver, but not eWAT, in both WT and Cd38 KO mice.

    “LPS exposure increased the expression of Nnmt in the liver, but not eWAT, in both WT and Cd38 KO mice (Fig. 7k and Extended Data Fig. 7e).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In eWAT, oxNAM abundance is tenfold less than MeNAM abundance, and oxNAM is undetectable in liver.

    “the overall abundance of oxNAM was tenfold less than that of MeNAM in the eWAT (Fig. 7j), and we were unable to detect oxNAM in the liver.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Cd38 KO tissue has enhanced basal PARylation in BMDMs and eWAT, similar to enhanced SIRT3 activity reported in Cd38 KO mice.

    “one of the most prominent phenotypes in Cd38 KO tissue is the enhanced basal PARylation in Cd38 KO BMDMs (Extended Data Fig. 3g) and eWAT (Extended Data Fig. 7f), similar to the enhanced SIRT3 activity that was reported in Cd38 KO mice7.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    2py and 4py metabolites increase in livers of WT LPS-treated mice, but not in Cd38 KO mice.

    “Both 2py and 4py metabolites increased in the livers of WT LPS-treated mice, but not in Cd38 KO mice.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    CD38 expression increases in visceral white adipose tissue during ageing.

    “a recent report has shown an increased expression of CD38 during ageing in visceral white adipose tissue7.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [7] Camacho-Pereira, J. et al. CD38 dictates age-related NAD decline and mitochondrial dysfunction through an SIRT3-dependent mechanism. Cell Metab. 23, 1127–1139 (2016). source

      Not checked in the free run.

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

    Premisecitation

    Most cells are thought to maintain intracellular NAD mainly by recycling NAM through NAMPT.

    “the prevailing thought is that the recycling of NAM via nicotinamide phosphoribosyltransferase (NAMPT) is the predominant pathway used by most cells to maintain intracellular NAD levels6.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [6] Liu, L. et al. Quantitative analysis of NAD synthesis-breakdown fluxes. Cell Metab. 27, 1067–1080 e1065 (2018). source

      Not checked in the free run.

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

    Premisecitation

    NAD precursor supplementation with NR, NAM, NA, and NMN mitigates several age-associated diseases.

    “restoration of NAD levels with the NAD precursor vitamins nicotinamide riboside (NR), nicotinamide (NAM) and nicotinic acid (NA), in addition to the biosynthetic NAD precursor nicotinamide mononucleotide (NMN), appears to mitigate several age-associated diseases2-4.”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [2] Yoshino, J., Baur, J. A. & Imai, S. I. NAD+ intermediates: the biology and therapeutic potential of NMN and NR. Cell Metab. 27, 513–528 (2018). source

      Not checked in the free run.

    • cites [3] Mitchell, S. J. et al. Nicotinamide improves aspects of healthspan, but not lifespan, in mice. Cell Metab. 27, 667–676 (2018). source

      Not checked in the free run.

    • cites [4] Verdin, E. NAD+ in aging, metabolism, and neurodegeneration. Science 350, 1208–1213 (2015). source

      Not checked in the free run.

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

    Premisecitation

    Immune cells express CD38, and inflammatory states raise its expression.

    “CD38 is ubiquitously expressed by immune cells, and its expression increases during inflammatory conditions8-10.”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [8] Jackson, D. G. & Bell, J. I. Isolation of a cDNA encoding the human CD38 (T10) molecule, a cell surface glycoprotein with an unusual discontinuous pattern of expression during lymphocyte differentiation. J. Immunol. 144, 2811–2815 (1990). source

      Not checked in the free run.

    • cites [9] Schneider, M. et al. CD38 is expressed on inflammatory cells of the intestine and promotes intestinal inflammation. PLoS ONE 10, e0126007 (2015). source

      Not checked in the free run.

    • cites [10] Savarino, A., Bottarel, F., Malavasi, F. & Dianzani, U. Role of CD38 in HIV-1 infection: an epiphenomenon of T-cell activation or an active player in virus/host interactions? AIDS 14, 1079–1089 (2000). source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Mice without CD38 resist age-related NAD loss and show better metabolic health and SIRT3-dependent mitochondrial function.

    “mice lacking CD38 (Cd38 KO) were protected from age-related NAD decline and had enhanced metabolic health and sirtuin 3 (SIRT3)-dependent mitochondrial function”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [7] Camacho-Pereira, J. et al. CD38 dictates age-related NAD decline and mitochondrial dysfunction through an SIRT3-dependent mechanism. Cell Metab. 23, 1127–1139 (2016). source

      Not checked in the free run.

  • May combine two claims.

    Interpretationown data

    No tryptophan-pathway metabolites beyond kynurenine were detected in any macrophage polarization state, suggesting tryptophan is not a de novo NAD source in these cells.

    “We were unable to detect tryptophan-pathway metabolites downstream of kynurenine in M0, M1 or M2 macrophages, which suggests that tryptophan may not contribute to de novo NAD synthesis in macrophages, regardless of polarization state.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • May combine two claims.

    Interpretationown data

    Macrophage metabolic reprogramming requires NAD, and NAD fine-tunes a subset of M1 and M2 genes.

    “we provide evidence that NAD is necessary to support macrophage metabolic reprogramming and fine-tunes the expression of a subset of M1 and M2 genes.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • May combine two claims.

    Interpretationown data

    CD38 acts on NAD both outside and inside cells, with much of its NADase activity in macrophages occurring intracellularly.

    “These data demonstrate that CD38 cleaves NAD outside and inside cells, and that a substantial fraction of CD38 NADase activity in macrophages is intracellular.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationown data

    Even low CD38 expression may affect NAD in quiescent and M2 macrophages, possibly through another NAD-consuming enzyme compensating.

    “which suggests that basal expression of CD38 may impact NAD levels in quiescent and M2 macrophage subsets, perhaps due to compensation from another NAD-consuming enzyme.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • May combine two claims.

    Interpretationown data

    NAD levels in macrophages are controlled by NAM salvage, and NAD is a key regulator of polarization and of a subset of M1 and M2 gene mRNAs.

    “These results show that the NAM-salvage pathway regulates macrophage NAD levels, and that NAD is a crucial regulator of macrophage polarization and mRNA abundance of a subset of M2 and M1 genes.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • May combine two claims.

    Interpretationown data

    M1 and M2 macrophages differ in how much NAD they need; M2 cells need more for M2 gene expression and effector functions.

    “they show that M1 and M2 macrophages have different requirements for NAD levels, with M2 macrophages requiring higher levels to support M2 gene expression and immune effector functions (Fig. 2h).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation

    M1 macrophages may raise antioxidant genes to survive and avoid ROS-induced DNA damage.

    “These data are consistent with the hypothesis suggesting that M1 macrophages upregulate antioxidant genes as a survival mechanism and are protected from the DNA-damaging effects of ROS31.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [31] Virag, L., Jaen, R. I., Regdon, Z., Bosca, L. & Prieto, P. Self-defense of macrophages against oxidative injury: fighting for their own survival. Redox Biol. 26, 101261 (2019). source

      Not checked in the free run.

    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A subset of tissue-resident macrophages co-expresses Lyve1, Fcna, and Cd38.

    “Recent reports have characterized gene expression in tissue-resident immune cells and found that Lyve1 and Fcna are expressed along with Cd38 by a subset of tissue-resident macrophages37,38”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [37] Chakarov, S. et al. Two distinct interstitial macrophage populations coexist across tissues in specific subtissular niches. Science 363, eaau0964 (2019). source

      Not checked in the free run.

    • cites [38] Mrdjen, D. et al. High-dimensional single-cell mapping of central nervous system immune cells reveals distinct myeloid subsets in health, aging, and disease. Immunity 48, 380–395 e386 (2018). source

      Not checked in the free run.

  • May combine two claims.

    Interpretationown data

    Old adipose tissue is highly inflamed, contains more senescent cells and macrophages, and shifts resident macrophages from M2 toward a pro-inflammatory M1-like state with higher CD38.

    “adipose tissue from old animals was highly inflamed, had more senescent cells and macrophages and showed a noticeable shift in tissue-resident macrophage polarization from a M2 to a pro-inflammatory M1-like state with increased CD38 expression.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    In ageing eWAT, senescent cells and the SASP may drive higher CD38 expression in adipose macrophages.

    “These results suggest that senescent cells and the SASP might be responsible for increasing CD38 expression in adipose-tissue macrophages in ageing eWAT.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Doxorubicin-induced and ionizing radiation-induced senescence model ageing-associated cellular senescence in vivo.
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Kupffer cells make up as much as 15% of liver cells and 80-90% of tissue-resident macrophages.

    “Liver-resident macrophages, known as Kupffer cells, comprise up to 15% of total liver cells and 80–90% of all tissue-resident macrophages53.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [53] Jager, J., Aparicio-Vergara, M. & Aouadi, M. Liver innate immune cells and insulin resistance: the multiple facets of Kupffer cells. J. Intern. Med. 280, 209–220 (2016). source

      Not checked in the free run.

  • May combine two claims.

    Interpretationown data

    Such M1-like macrophages have high CD38 and stronger CD38-dependent NADase activity, which lowers tissue NAD.

    “These M1-like macrophages express high levels of the NAD-consuming enzyme CD38 and have enhanced CD38-dependent NADase activity, thereby reducing tissue NAD levels.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
    • Rests on an assumption: Bone-marrow-derived macrophages model tissue-resident macrophages such as adipose macrophages and Kupffer cells.
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Pro-inflammatory Kupffer cell activation is thought to contribute to age-related liver disease and to infectious diseases such as hepatitis.

    “Activation of Kupffer cells to a pro-inflammatory state is thought to be a driver not only of ageing-related liver disease, such as non-alcoholic liver disease, cirrhosis and fibrosis, but also in the pathogenesis of infectious diseases such as hepatitis54.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [54] Stahl, E. C., Haschak, M. J., Popovic, B. & Brown, B. N. Macrophages in the aging liver and age-related liver disease. Front. Immunol. 9, 2795 (2018). source

      Not checked in the free run.

  • May combine two claims.

    Interpretationown data

    SASP cytokines from senescent cells drive macrophages to multiply and to express CD38.

    “inflammatory cytokines secreted by senescent cells (the senescence-associated secretory phenotype, SASP) induce macrophages to proliferate and express CD38.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Doxorubicin-induced and ionizing radiation-induced senescence model ageing-associated cellular senescence in vivo.
    • Rests on an assumption: Conditioned medium from senescent cells reproduces the SASP effects on macrophages in vivo.
  • May combine two claims.

    Interpretationown data

    In livers of doxorubicin-treated mice, senescent-cell buildup is both enough and required for the rise in CD38 expression.

    “Thus, the accumulation of senescent cells in the liver of doxo-treated mice is both sufficient and necessary to drive enhanced CD38 expression.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    CD38 regulates immune-cell homing, innate immune responses to pathogens and antitumour immunity.

    “Previous studies have reported that CD38 regulates immune-cell homing, innate immune responses to pathogens and antitumour immunity63-65.”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [63] Chatterjee, S. et al. CD38–NAD+ axis regulates immunotherapeutic anti-tumor T cell response.Cell Metab. 27, 85–100 (2018). source

      Not checked in the free run.

    • cites [64] Lischke, T. et al. CD38 controls the innate immune response against Listeria monocytogenes. Infect. Immun. 81, 4091–4099 (2013). source

      Not checked in the free run.

    • cites [65] Partida-Sanchez, S. et al. Chemotaxis of mouse bone marrow neutrophils and dendritic cells is controlled by ADP-ribose, the major product generated by the CD38 enzyme reaction. J. Immunol. 179, 7827–7839 (2007). source

      Not checked in the free run.

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

    Premisecitation

    Intestinal-barrier permeability increases during ageing, leading to higher endotoxin levels, including LPS, in ageing tissues.

    “A recent study has shown that intestinal-barrier permeability increases during ageing, leading to higher levels of endotoxins, including LPS, in ageing tissues58,59.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [58] Buford, T. W. (Dis)Trust your gut: the gut microbiome in age-related inflammation, health, and disease. Microbiome 5, 80 (2017). source

      Not checked in the free run.

    • cites [59] Thevaranjan, N. et al. Age-associated microbial dysbiosis promotes intestinal permeability, systemic inflammation, and macrophage dysfunction. Cell Host Microbe 21, 455–466 (2017). source

      Not checked in the free run.

  • May combine two claims.

    Interpretationown data

    The SASP is both required and enough to raise CD38 expression in macrophages and to drive their proliferation, producing more CD38+ macrophages in aged mice and in young mice given doxorubicin to increase senescent-cell burden.

    “Here, we provide evidence that the SASP is necessary and sufficient to increase CD38 expression in macrophages and promote macrophage proliferation, leading to an increase in CD38+ macrophages in aged mice and young mice with an increased senescent-cell burden due to treatment with the genotoxic agent doxo (Figs. 5 and 6).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: As organisms age, genotoxic and other stressors cause some cells to undergo senescence.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In aged mice, senescent cells have been implicated in liver inflammation characterized by fat deposition and greater macrophage numbers.

    “In aged mice, senescent cells have recently been implicated in liver inflammation, characterized by fat deposition and greater numbers of macrophages56.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [56] Ogrodnik, M. et al. Cellular senescence drives age-dependent hepatic steatosis. Nat. Commun. 8, 15691 (2017). source

      Not checked in the free run.

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

    Interpretationreasoning

    The methylation and removal of surplus NAM made by CD38 in the liver might also affect NAD levels in peripheral tissues during inflammation.

    “Thus, the methylation and clearance of excess NAM, derived from CD38 in the liver, may also influence NAD levels in peripheral tissues under inflammatory conditions.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: NNMT converts NAM to MeNAM, diverting NAM from the NAM-salvage pathway and affecting global NAD+ levels.
    • Rests on an assumption: MeNAM can be oxidized by AOX to 2py and 4py, which are secreted in urine.
  • May combine two claims.

    Interpretationreasoning

    Greater CD38-driven NAD turnover or lower NAD biosynthesis alone cannot fully account for the NAD drop after LPS, since the NAM-salvage pathway ought to turn surplus NAM into NAD.

    “Enhanced NAD turnover by CD38 or decreased NAD biosynthesis does not fully explain why NAD levels decline in response to LPS, because the NAM-salvage pathway should be able to convert excess NAM to NAD (Fig. 7m).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: NNMT converts NAM to MeNAM, diverting NAM from the NAM-salvage pathway and affecting global NAD+ levels.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation

    CD38 may act as a feedback mechanism to initiate resolution of acute inflammation.

    “suggesting that CD38 may act as a feedback mechanism to initiate the resolution of acute inflammation.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: NNMT converts NAM to MeNAM, diverting NAM from the NAM-salvage pathway and affecting global NAD+ levels.
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Senescent cells secrete inflammatory and other factors that can disrupt normal cellular functions, damage tissues and promote carcinogenesis.

    “they also secrete inflammatory and other factors that can disrupt normal cellular functions, damage tissues and promote carcinogenesis61,62.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [61] Campisi, J. & Robert, L. Cell senescence: role in aging and age-related diseases. Interdiscip. Top. Gerontol. 39, 45–61 (2014). source

      Not checked in the free run.

    • cites [62] Campisi, J. Aging, cellular senescence, and cancer. Annu Rev. Physiol. 75, 685–705 (2013). source

      Not checked in the free run.

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

    Premisecitation

    Outside the liver, NAM is the major NAD precursor used by peripheral cells and tissues to maintain NAD levels.

    “a recent study using stable-isotope tracing has demonstrated that, outside the liver, NAM is the major NAD precursor used by peripheral cells and tissues to maintain NAD levels6.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [6] Liu, L. et al. Quantitative analysis of NAD synthesis-breakdown fluxes. Cell Metab. 27, 1067–1080 e1065 (2018). source

      Not checked in the free run.

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

    Interpretationreasoning

    CD38 may be expressed by inflammatory M1 macrophages to modulate cell-autonomous NAD-dependent processes controlling macrophage activation and gene expression, or metabolic pathways in neighbouring cells.

    “Thus, CD38 may be expressed by inflammatory M1 macrophages to modulate cell-autonomous NAD-dependent processes to control macrophage activation and gene expression (Fig. 2), or metabolic pathways in neighbouring cells.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims. The quote only partly states this claim.

    Study design and conductnone given

    All procedures were approved by the Buck Institute and UCSF Gladstone IACUC.

    “All procedures were performed in accordance with federal guidelines and those set forth by the Buck Institute and the UCSF Gladstone Institutional Animal Care and Use Committees (IACUC).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Littermates were not used to compare WT and Cd38 KO mice.

    “Littermates were not used to compare WT and Cd38 KO mice.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    The cells used for senescence experiments were approximately 85% preadipocytes, as confirmed by flow cytometry.

    “The trypsinized cells (~ 85% PAs) were confirmed by flow cytometry”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Excess NAM is oxidized by cytochrome P450 enzyme CYP2E to NAM-N-oxide (oxNAM), which is secreted in urine.

    “excess NAM was reported to be oxidized by the cytochrome P450 enzyme CYP2E, converting NAM to NAM-N-oxide (oxNAM), which is also secreted in urine60 (Fig. 7m).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [60] Real, A. M., Hong, S. & Pissios, P. Nicotinamide N-oxidation by CYP2E1 in human liver microsomes. Drug Metab. Dispos. 41, 550–553 (2013). source

      Not checked in the free run.

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

    Study design and conductown data

    Neural network training used data augmentation to prevent overfitting and improve robustness.

    “All training sets were extended with data augmentation, where the set of images was automatically and randomly manipulated during training (by adjusting size, brightness and rotation) to prevent overfitting and improve robustness.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    CD38 influences cellular processes and immune responses by producing secondary messenger NAD metabolites, including cADPR and NaADP, to control Ca2+ mobilization and cell migration.

    “Another mechanism by which CD38 may influence cellular processes and immune responses is by the production of secondary messenger NAD metabolites, including cADPR and NaADP, to control Ca2+ mobilization and cell migration67.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [67] Wei, W., Graeff, R. & Yue, J. Roles and mechanisms of the CD38/cyclic adenosine diphosphate ribose/Ca2+ signaling pathway. World J. Biol. Chem. 5, 58–67 (2014). source

      Not checked in the free run.

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

    Premisecitation

    NAM has immunomodulatory properties, and high NAM levels can reduce inflammatory cytokine production in macrophages.

    “NAM has immunomodulatory properties, and high NAM levels can reduce inflammatory cytokine production in macrophages68”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [68] Weiss, R. et al. Nicotinamide: a vitamin able to shift macrophage differentiation toward macrophages with restricted inflammatory features. Innate Immun. 21, 813–826 (2015). source

      Not checked in the free run.

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

    Premisecitation

    Chini and colleagues reported similar findings consistent with inflammaging as a driver of NAD decline during ageing.

    “Chini and colleagues have reported similar findings, which are consistent with the role of inflammaging as a driver of NAD decline during ageing69.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [69] Chini, C. C. S. et al. CD38 ecto-enzyme in immune cells is induced during aging and regulates NAD+ and NMN levels. Nat. Metab. 2, 1284–1304 (2020). source

      Not checked in the free run.

84 of 84
  • The paper relies on this without support.

    In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.

    “We polarized naive (M0) primary mouse bone-marrow-derived macrophages (BMDMs) to classical pro-inflammatory M1 macrophages and to anti-inflammatory alternatively activated M2 macrophages.”
  • The paper relies on this without support.

    Findings in mice and mouse cell models generalize to human ageing and human macrophages.

    “Because mouse and human macrophage phenotypes can differ substantially15, we measured NADase activity in macrophages derived from human peripheral blood monocytes (PBMCs).”
  • The paper relies on this without support.

    Bone-marrow-derived macrophages model tissue-resident macrophages such as adipose macrophages and Kupffer cells.

    “To better understand how tissue-resident macrophages contribute to ageing-associated NAD changes, we first surveyed the levels of messenger RNAs encoding enzymes that consume or are involved in the biosynthesis of NAD during pro- and anti-inflammatory macrophage polarization.”
  • The paper relies on this without support.

    Doxorubicin-induced and ionizing radiation-induced senescence model ageing-associated cellular senescence in vivo.

    “we induced senescence in cultured mouse dermal fibroblasts (MDFs) by ionizing radiation (sen(IR)) or treatment with doxo (sen(doxo)) and collected the conditioned medium43,45”
  • The paper relies on this without support.

    Conditioned medium from senescent cells reproduces the SASP effects on macrophages in vivo.

    “Macrophages that were cultured for 24 h in conditioned media from senescent cells upregulated Cd38”
  • The paper relies on this without support.

    Increased inflammation and senescent-cell burden is sufficient to drive CD38 expression in adipose-tissue macrophages.

    “Because increased inflammation and senescent-cell burden is sufficient to drive CD38 expression in adipose-tissue macrophages, we investigated whether senescent cells also promote CD38 expression in the liver.”
  • The paper relies on this without support.

    NNMT converts NAM to MeNAM, diverting NAM from the NAM-salvage pathway and affecting global NAD+ levels.

    “NNMT conversion of NAM to MeNAM effectively diverts NAM from recycling back to NAD by the NAM-salvage pathway and thus affects global NAD+ levels (Fig. 7m).”
  • The paper relies on this without support.

    MeNAM can be oxidized by AOX to 2py and 4py, which are secreted in urine.

    “MeNAM can be further oxidized via aldehyde oxidase (AOX) to produce N1-methyl-pyridone-5-carboxamide (2py) and N1-methyl-4-pyridone-carboxamide (4py), which, along with MeNAM, are secreted in the urine (Fig. 7m).”
  • The paper relies on this without support.

    As organisms age, genotoxic and other stressors cause some cells to undergo senescence.

    “As organisms age, genotoxic and other stressors cause some cells to undergo senescence.”
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?

  • The SASP connects aging to immunometabolism, promoting the proliferation of the CD38+ population of macrophages that contribute to the age-associated decline of NAD+.

    “The SASP also connects aging to immunometabolism, promoting the proliferation of the CD38+ population of macrophages that contribute to the age-associated decline of NAD+ (47).”

    From Connecting aging biology and inflammation in the omics era (2022) · cites this paper as [47]

  • Immune system activation can further reduce NAD+ levels, as shown in macrophages treated with PAMPS including viral TLR ligands and in ageing mouse tissues with CD38-dependent NADase activity.

    “Immune system activation can further reduce NAD+ levels, such as was recently shown in macrophages treated with PAMPS, including viral TLR ligands, and from ageing mouse tissues which contain CD38-dependent NADase activity184.”

    From SARS-CoV-2, COVID-19 and the aging immune system (2021) · cites this paper as [184]

  • CD157 is upregulated in ageing tissues and may have a role in ageing-related diseases such as rheumatoid arthritis and cancer.

    “However, recent evidence shows that, like CD38, CD157 is upregulated in ageing tissues45 and may have a role in ageing-related diseases, such as rheumatoid arthritis and cancer46.”
  • Anti-inflammatory M2 macrophage polarization is associated with an increase in NAD+ levels that depends on NAMPT.

    “anti-inflammatory (M2) macrophage polarization was associated with an increase in NAD+ levels that depended on NAMPT45”
  • Proinflammatory M1 macrophage polarization is associated with enhanced CD38 expression, leading to increased NAD+ consumption.

    “proinflammatory (M1) macrophage polarization is associated with enhanced expression of CD38, leading to increased NAD+ consumption45”

Self-check

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

  • Coculture cell ratio does not match the stated cell counts

    Minor

    The stated counts give 100 macrophages per fibroblast, not the reported 10:1 ratio.

    Reported 10 · recomputed 100

1 of 1

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Authors
Covarrubias, A. J., Kale, A., Perrone, R., Lopez-Dominguez, J. A., Pisco, A. O., Kasler, H. G., Schmidt, M. S., Heckenbach, I., Kwok, R., Wiley, C. D., Wong, H.-S., Gibbs, E., Iyer, S. S., Basisty, N., Wu, Q., Kim, I.-J., Silva, E., Vitangcol, K., Shin, K.-O., Lee, Y.-M., Riley, R., Ben-Sahra, I., Ott, M., Schilling, B., Scheibye-Knudsen, M., Ishihara, K., Quake, S. R., Newman, J., Brenner, C., Campisi, J., & Verdin, E.
Affiliations
  • Buck Institute for Research on Aging (US)
  • Chan Zuckerberg Biohub San Francisco (US)
  • University of Iowa (US)
  • University of Copenhagen (DK)
  • Brigham and Women's Hospital (US)
  • Hallym University (KR)
  • Chungbuk National University (KR)
  • Kawasaki Medical School (JP)
Corresponding author
Verdin, Eric
Venue
Nature Metabolism
Published
2020-11-16
Volume
2
Issue
11
Pages
1265-1283
ISSN
2522-5812 (ISSN-L)
OpenAlex
W3102558410
Cited by
420
References
80
Citations by year
2026: 68 · 2025: 91 · 2024: 70 · 2023: 70 · 2022: 62 · 2021: 55 · 2020: 4
FWCI
25.02
Type
journal article
Language
en
Open access
Locations
  • Nature Metabolism (publishedVersion)
  • Research at the University of Copenhagen (University of Copenhagen) (publishedVersion, other-oa)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
  • Digital Access to Scholarship at Harvard (DASH) (Harvard University) (acceptedVersion)
  • Gredos (University of Salamanca) (acceptedVersion, other-oa)
  • Hispana (submittedVersion, cc-by-nc-nd)
Funders
  • Roy J. Carver Charitable Trust
  • SENS Research Foundation
  • Buck Institute for Research on Aging
  • Novo Nordisk Fonden (NNF17OC0027812)
  • National Institutes of Health (1s10od016281-01)
  • University of California, San Francisco
  • Japan Society for the Promotion of Science (17K08798)
  • National Institute on Aging (R01AG068025, R01AG051729, U01AG060906, T32AG000266)
  • National Heart, Lung, and Blood Institute (R01HL147545)
  • National Institute of Diabetes and Digestive and Kidney Diseases (R24DK085610)
Topics
  • Health Sciences › Medicine › Geriatrics and Gerontology › Sirtuins and Resveratrol in Medicine
  • Health Sciences › Medicine › Physiology › Telomeres, Telomerase, and Senescence
  • Health Sciences › Medicine › Physiology › Adipose Tissue and Metabolism
Keywords
cellular senescence, aging, CD38, macrophages, M1-like macrophages, senescence-associated secretory phenotype, visceral white adipose tissue, liver, inflammation, NADase activity, metabolic tissues
MeSH terms
Aging, Animals, Female, Glycolysis, Humans, Liver, Macrophage Activation, Male, Membrane Glycoproteins, Mice, Inbred C57BL, Mitochondria, NAD, NAD+ Nucleosidase, Antigens, CD, Gene Expression, Cytokines, Cellular Senescence, Mice, Knockout, ADP-ribosyl Cyclase, Mice, ADP-ribosyl Cyclase 1, Adipose Tissue, White, Metabolome, GPI-Linked Proteins

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 2026-10-05.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-05.

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