Senescent cells promote tissue NAD+ decline during ageing via the activation of CD38+ macrophages
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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.
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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.
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- 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.
- Findingcitation
M1 macrophage oxygen consumption falls irrespective of NAD levels.
“the OCR of M1 macrophages declined, as expected19, regardless of NAD levels.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [19] Langston, P. K., Shibata, M. & Horng, T. Metabolism supports macrophage activation. Front. Immunol. 8, 61 (2017). 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.
- Findingown data
Even with high NADase activity, M1 macrophages keep NAD levels similar to M0 macrophages.
“Despite the high NADase activity associated with M1 macrophages, NAD levels appeared to be stably maintained in these cells compared with M0 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
M1 macrophages have higher tryptophan, kynurenine, and kynurenic acid levels than M0 or M2 macrophages.
“LC–MS analyses showed increased levels of tryptophan, kynurenine and kynurenic acid in M1, but not M0 or M2, macrophages (Extended Data Fig. 1f).”
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.
- Findingown data
FK866 pretreatment significantly lowers NAD levels in M1 and M2 macrophages.
“M1 and M2 macrophages pretreated with FK866, a specific NAMPT inhibitor (Fig. 2a), had significantly lower NAD levels (Fig. 2b and Extended Data Fig. 2a).”
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
Glycolytic capacity in M2 macrophages changes with NAMPT-dependent NAD levels.
“the glycolytic capacity of M2 macrophages was sensitive to NAMPT-dependent fluctuations in NAD levels (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.
- Findingown data
During M1 polarization, mRNAs for the de novo NAD synthesis enzymes Kynu and Haao decrease.
“mRNAs encoding several key enzymes in the de novo synthesis pathway declined during M1 polarization, including those encoding kynureninase (Kynu mRNA) and 3-hydroxy-anthranilic acid oxygenase (Haao mRNA) (Extended Data Fig. 1e).”
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.
- Findingown data
In M1 macrophages, NMN and NR bring inflammatory cytokine mRNA and protein back to higher levels.
“NMN and NR also restored mRNA and protein levels of inflammatory cytokines in M1 macrophages (Fig. 2f,g and Extended Data 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.
- Findingown data
Only WT M1 macrophages display CD38 on their surface.
“cell-surface CD38 was exclusively expressed by WT M1 macrophages (Fig. 3a, b and Extended Data Fig. 3a)”
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
Like FK866 treatment, Nampt Fl/FlCreER reduces M2 mRNAs for Arg1, Fizz1, and Mgl2 but not Ym1.
“IL-4-treated Nampt Fl/FlCreER (but not Nampt Fl/Fl) M2 macrophages had reduced expression of multiple M2 genes, including Arg1, Fizz1 and Mgl2, but not Ym1, similar to Fk866-treated BMDMs (Extended Data Fig. 2e).”
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
In M1 macrophages, sirtuin inhibitors do not change inflammatory cytokine expression.
“the sirtuin inhibitors had no effect on the expression of inflammatory cytokines in M1 macrophages (Extended Data 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.
- Findingown data
Rescuing FK866-sensitive M2 gene expression requires larger NMN or NR doses than rescuing M1 cells does.
“much higher concentrations of NMN (Fig. 2d-f) and NR (Extended Data Fig. 2b,c) were needed to rescue FK866-sensitive M2 gene expression than were needed to rescue that in M1 cells (Fig. 2h).”
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.
- Findingown data
In M2 macrophages, Cd38 knockout causes a small but significant drop in NAD and ADPR relative to WT.
“we observed a subtle but significant decline in NAD and ADPR in M2 Cd38 K0 macrophages, compared with WT M2 macrophages (Fig. 3e)”
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.
- Findingown data
EX527 and AGK2 lower mRNAs for the FK866-sensitive M2 genes Arg1, Fizz1, and Mgl2, but not Ym1.
“treatment of M2 macrophages with the sirtuin inhibitors EX527 and AGK2 suppressed expression of the FK866-sensitive M2 genes (Arg1, Fizz1 and Mgl2), but not the FK866-insensitive M2 gene Ym1 (Extended Data Fig. 2g).”
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
FK866 attenuates arginase activity.
“arginase activity, a key anti-inflammatory effector function of M2 macrophages, was also attenuated by FK866 (Fig. 2e).”
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
WT and Cd38 KO M1 macrophages have similar ADP levels.
“there was no significant difference in the level of ADP in WT versus Cd38 KO M1 macrophages (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.
- Findingown data
NMN or NR dose-dependently restore M2 gene mRNAs and arginase activity after FK866, except for Fizz1.
“Both rescued the mRNA levels of M2 genes inhibited by FK866 (Fig. 2d and Extended Data Fig. 2b) and arginase activity (Fig. 2e) in a dose-dependent manner, with the exception of Fizz1.”
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
M1 macrophages appear to lower PARP1 activity, shown by reduced basal PARylation, especially in Cd38 KO M1 cells.
“M1 macrophages in particular seem to down-regulate PARP1 activity as measured by reduced basal PARylation, which is more pronounced in Cd38 KO M1 macrophages (Extended Data Fig. 3g).”
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.
- Findingown data
At early and later timepoints, WT and Cd38 KO M1 and M2 macrophages show no detectable DNA damage by PARylation or γH2AX.
“we found no detectable DNA damage, as measured by PARylation and phosphorylated histone H2AX (γH2AX), a marker of DNA double-strand breaks, after early or later timepoints in either WT or Cd38 KO M1 and M2 macrophages (Extended Data Fig. 3g).”
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.
- Findingown data
Old mice have higher CD68 mRNA and protein, a macrophage marker.
“mRNA and protein levels of the macrophage marker CD68 increased in old mice, consistent with more activated macrophage in old tissues33 (Fig. 4b,c).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [33] Rabinowitz, S. S. & Gordon, S. Macrosialin, a macrophage-restricted membrane sialoprotein differentially glycosylated in response to inflammatory stimuli. J. Exp. Med. 174, 827–836 (1991). source
Not checked in the free run.
- Findingown data
Old WT eWAT has about half the NAD and NADP levels of young WT eWAT.
“NAD and NADP levels were nearly 50% lower in old WT mice than in young WT mice (Fig. 4a)”
Quote in the paperSubstantial claim - Findingown data
Aged eWAT shows M2 macrophage markers that either decrease or stay the same.
“M2 macrophage markers (such as Arg1, Fizz1 and Mgl2) trended down or were unchanged (Ccl24) (Fig. 4b).”
Quote in the paperNot a substantial claim - Findingown data
Unlike WT mice, Cd38 KO mice do not show significant eWAT NAD and NADP decline.
“Cd38 K0 mice were protected from significant NAD and NADP decline, as compared with their WT counterparts (Extended Data Fig. 4a)”
Quote in the paperSubstantial claim - Findingown data
eWAT from doxorubicin-treated mice contains more macrophages than control eWAT.
“Flow-cytometry analysis of eWAT from doxo-treated mice showed increased macrophage accumulation compared with that in control mice (Fig. 5d).”
Quote in the paperSubstantial claim- Rests on an assumption: Doxorubicin-induced and ionizing radiation-induced senescence model ageing-associated cellular senescence in vivo.
- Findingown data
The NAD drop with ageing does not track with higher DNA damage or PARP activity markers.
“the ageing-related decline in NAD levels was not associated with increased markers of DNA damage or PARP activity (Extended Data Fig. 4c).”
Quote in the paperSubstantial claim - Findingown data
In doxorubicin-treated mice, eWAT Cd38 mRNA rises alongside senescence marker and inflammatory cytokine/chemokine mRNAs.
“In the eWAT of doxo-treated mice, Cd38 mRNA increased in parallel with mRNAs encoding the senescence markers (p16Ink4a, p21Cip1) and inflammatory cytokines and chemokines (Fig. 5c and Extended Data Fig. 5a)”
Quote in the paperSubstantial claim- Rests on an assumption: Doxorubicin-induced and ionizing radiation-induced senescence model ageing-associated cellular senescence in vivo.
- Findingown data
Old eWAT shows abundant SA-Bgal activity compared with young eWAT.
“we observed an abundance of SA-Bgal activity in old versus young eWAT (Fig. 5a).”
Quote in the paperSubstantial claim - Findingown data
In eWAT, CD38 is most abundant in the stromal vascular fraction rather than in adipocytes or whole tissue.
“In both young and old eWAT, CD38 expression was most abundant in the stromal vascular fraction (SVF), instead of in adipocytes and whole tissue (Extended Data Fig. 4d).”
Quote in the paperNot a substantial claim - Findingown data
Old female and male mice have more F4/80+ macrophages than younger mice.
“F4/80+ macrophages were more abundant in old female and male mice than in younger mice (Fig. 4f,g).”
Quote in the paperNot a substantial claim - Findingown data
The macrophage fraction in eWAT SVF rises significantly with age, especially after 12 months.
“the proportion of macrophages in the SVF increased significantly with age, particularly after 12 months of age (Fig. 4e).”
Quote in the paperSubstantial claim - Findingown data
The age-related macrophage increase comes from resident macrophages (F4/80+CD11b+CD11c−), not non-resident ones (F4/80+CD11b+CD11c+).
“This increase was accounted for by an increase in the proportion of macrophages bearing a signature of resident macrophages (F4/80+CD11b+CD11c−), but not non-resident macrophages (F4/80+CD11b+CD11c+) (Fig. 4e).”
Quote in the paperNot a substantial claim - Findingown data
Ageing does not significantly raise CD38 expression in non-macrophage immune cells of the SVF.
“we saw no significant increase in CD38 expression during ageing in non-macrophage immune cells in the SVF (Extended Data Fig. 4f).”
Quote in the paperNot a substantial claim - Findingown data
Macrophages co-cultured with non-senescent fibroblasts do not upregulate CD38.
“This upregulation of CD38 did not occur in macrophages co-cultured with non-senescent fibroblasts (Extended Data Fig. 5c).”
Quote in the paperSubstantial claim- Rests on an assumption: Conditioned medium from senescent cells reproduces the SASP effects on macrophages in vivo.
- Findingown data
Sen(IR) MDFs show significantly higher Ifna and other inflammatory cytokine mRNAs, including Il12, Il6, Il10, and Csf1.
“sen(IR)-MDFs significantly upregulated Ifna and other inflammatory cytokine mRNAs (Il12, Il6, Il10 and Csf1; Extended Data Fig. 5e).”
Quote in the paperSubstantial claim- Rests on an assumption: Doxorubicin-induced and ionizing radiation-induced senescence model ageing-associated cellular senescence in vivo.
- Findingown data
Several DAMPs, including HMGB1, fail to activate Cd38 expression in BMDMs.
“treatment of BMDMs with multiple DAMPs, including HMGB1, did not activate Cd38 expression (Extended Data Fig. 5d).”
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
Doxorubicin raises the number of CD38+ macrophages in both resident and non-resident populations.
“doxo treatment also increased CD38+ resident and non-resident macrophages (Fig. 5d and Extended Data Fig. 5b).”
Quote in the paperSubstantial claim- Rests on an assumption: Doxorubicin-induced and ionizing radiation-induced senescence model ageing-associated cellular senescence in vivo.
- Findingown data
Conditioned medium from sen(IR) preadipocytes significantly raises Cd38 expression in BMDMs.
“BMDMs treated with conditioned medium from sen(IR)-preadipocytes showed significantly elevated Cd38 expression (Fig. 5k).”
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: 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.
- Findingown data
Sen(IR) fibroblasts alone do not show higher Cd38 mRNA than non-senescent fibroblasts.
“Cd38 mRNA levels did not increase in sen(IR)-fibroblasts alone compared with non-senescent fibroblasts (Extended Data Fig. 5c).”
Quote in the paperSubstantial claim- Rests on an assumption: Doxorubicin-induced and ionizing radiation-induced senescence model ageing-associated cellular senescence in vivo.
- Findingown data
Macrophages exposed to sen(IR) conditioned medium, unlike non-senescent medium, take up threefold more EdU.
“On treatment with conditioned medium from sen(IR), but not non-senescent, fibroblasts, macrophages incorporated threefold more EdU (Fig. 5g).”
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.
- Findingown data
Increased macrophage proliferation appears within 24 h of SASP exposure.
“This enhanced proliferation was evident after just 24 h of SASP exposure (Fig. 5h).”
Quote in the paperNot a substantial claim- Rests on an assumption: Conditioned medium from senescent cells reproduces the SASP effects on macrophages in vivo.
- Findingown data
In liver, Cd38 is mainly expressed by endothelial and Kupffer cells, with little expression in other immune cells or hepatocytes.
“Cd38 was expressed in the liver primarily by endothelial and Kupffer cells, whereas other immune cells and hepatocytes showed little Cd38 expression (Fig. 6e).”
Quote in the paperNot a substantial claim - Findingown data
In old mouse livers, F4/80+ and CD38 colocalization is significantly greater.
“We found a significant increase in colocalization of F4/80+ and CD38 (Fig. 6c), indicative of greater amounts of CD38+ Kupffer cells in the livers of old mice.”
Quote in the paperSubstantial claim - Findingown data
During ageing and acute inflammation, pro-inflammatory M1-like macrophages, rather than naive or M2 macrophages, build up in metabolic tissues such as visceral white adipose tissue and liver.
“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.”
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.
- Findingown data
Kupffer cells annotated by age tend to cluster separately, suggesting age-related differences in gene expression.
“annotated Kupffer cells tended to cluster in distinct populations by age, suggesting that there are substantial differences in their pattern of gene expression during ageing (Fig. 6f).”
Quote in the paperNot a substantial claim - Findingown data
With age, senescent cells build up progressively in visceral white adipose tissue and liver.
“We also find that senescent cells progressively accumulate in visceral white adipose tissue and liver during ageing”
Quote in the paperSubstantial claim - Findingown data
Cd38 expression significantly increases in livers of WT mice treated with LPS, but not PBS.
“Cd38 expression significantly increased in the livers of WT mice treated with LPS, but not PBS (Fig. 7k).”
Quote in the paperSubstantial claim - Findingown data
NAD and NADP levels are decreased in inflamed eWAT of LPS-treated mice compared with PBS-treated mice.
“Metabolomic analysis of the eWAT also revealed decreased NAD and NADP levels in the inflamed LPS-treated eWAT compared with those in PBS-treated mice (Fig. 7f).”
Quote in the paperSubstantial claim - Findingown data
LPS exposure causes robust changes in many NAD metabolites in eWAT.
“Further analysis revealed robust change on exposure to LPS in many NAD metabolites (Fig. 7j and Extended Data Fig. 7g).”
Quote in the paperNot a substantial claim - Findingown data
Four weeks of non-lethal LPS treatment increases total and CD38+ macrophage and myeloid cell numbers in the spleen.
“LPS significantly elevated the numbers of total and CD38+ macrophages and myeloid cells in the spleen (Fig. 7c,d)”
Quote in the paperSubstantial claim - Findingown data
Cd38 KO mice treated with LPS are protected from a decline in liver NADP.
“Cd38 KO mice treated with LPS were protected from a decline in NADP (Fig. 7l).”
Quote in the paperSubstantial claim - Findingown data
LPS significantly decreases NAD and NADP in livers of WT mice.
“Notably, LPS significantly decreased NAD and NADP in the livers of WT mice (Fig. 7l).”
Quote in the paperSubstantial claim - Findingown data
Acute LPS reduces NAD and NADP levels by 50% in eWAT of WT mice.
“an acute dose of LPS reduced NAD and NADP levels by 50% in WT mice”
Quote in the paperSubstantial claim - Findingown data
CD38 expression peaks in WT eWAT and liver around 8-12 hours after acute LPS exposure.
“CD38 expression peaked in WT eWAT and liver around 8–12 h after exposure to LPS (Fig. 7g)”
Quote in the paperNot a substantial claim - Findingown data
Multiple PAMPs acting as TLR ligands greatly increase Cd38 mRNA in BMDMs, except poly(I:C).
“All the PAMPs greatly increased Cd38 mRNA levels (Fig. 7a), with the exception of poly(I:C) (Fig. 7a).”
Quote in the paperNot a substantial claim - Findingown data
Expression of other NAD-consuming enzymes, including sirtuins and PARPs, is unchanged or down-regulated in LPS-treated mice.
“In contrast, the expression of other NAD-consuming enzymes, including sirtuins and PARPs, were unchanged or down-regulated in LPS-treated mice (Extended Data Fig. 7d).”
Quote in the paperNot a substantial claim - Findingown data
Cd38 KO mice are protected from major NAD and NADP declines in eWAT after acute LPS.
“whereas Cd38 KO mice were protected from major NAD and NADP declines (Fig. 7j).”
Quote in the paperSubstantial claim - Findingown data
There is no significant increase in oxNAM in eWAT of WT LPS-treated mice compared with WT PBS-treated mice.
“we did not detect a significant increase in oxNAM in the eWAT of WT LPS-treated mice compared with WT mice treated with PBS (Fig. 7j).”
Quote in the paperSubstantial claim - Findingown data
SASP immunomodulatory cytokines IL-6, TNF-α and IL-10 can promote CD38 expression in macrophages.
“we show that the SASP, in particular the immunomodulatory cytokines, such as IL-6, TNF-α and IL-10, can promote CD38 expression in macrophages (Extended Data Fig. 5f)”
Quote in the paperSubstantial claim - Findingown data
Mass spectrometry identified proteins that are significantly upregulated in conditioned media from senescent MDFs compared with control MDFs.
“Heatmap of significantly upregulated proteins identified by mass spectrometry in conditioned media from CTRL-MDF and Sen(IR)-MDF.”
Quote in the paperNot a substantial claim - Findingown data
CD38-positive resident macrophages accumulate in adipose tissue with age.
“CD38+ resident macrophages accumulate in ageing adipose tissue.”
Quote in the paperSubstantial claim - Premisecitation
Tissue NAD levels progressively decline with ageing in rodents and humans across multiple tissues.
“Recently, a progressive decrease in NAD levels during ageing in both rodents and humans has been documented in multiple tissues2.”
Quote in the paperSubstantial claim0 of 1 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.
- Interpretationown data
Inflammatory M1 macrophages from both species share increased NAD hydrolysis.
“Together, our data show that enhanced NAD hydrolysis is a conserved feature of inflammatory M1 macrophages in both humans and mice.”
Quote in the paperSubstantial claim- Rests on an assumption: Findings in mice and mouse cell models generalize to human ageing and human macrophages.
- Interpretationreasoning
M1 macrophages may raise biosynthetic and NAM-salvage pathway activity to offset greater NAD breakdown.
“This finding suggests that M1 macrophages might upregulate biosynthetic and NAM-salvage pathways to compensate for increased NAD degradation.”
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.
- Interpretationown data
To offset higher NADase activity, M1 macrophages raise Nampt and Nmnat1 mRNA levels.
“M1 macrophages compensate for the enhanced NADase activity by increasing mRNA levels of Nampt and Nmnat1, encoding NAD salvage pathway enzymes (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.
- Interpretationown data
Macrophages depend almost entirely on NAM salvage to maintain NAD.
“The data indicate that macrophages rely almost exclusively on the NAM-salvage pathway to sustain 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.
- Interpretationown data
CD38 acts specifically on NAD, leaving other adenine nucleotides unchanged.
“Therefore, CD38 specifically consumes and regulates NAD levels, without affecting the levels of other adenine-containing nucleotides.”
Quote in the paperSubstantial claim- Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
- Interpretationown data
CD38, rather than another NAD-consuming enzyme, is required for NADase activity in M1 macrophages.
“These data indicate that NADase activity in M1 macrophages requires CD38, and not any other NAD-consuming enzyme.”
Quote in the paperSubstantial claim- Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
- Interpretationown data
Metabolic changes in both M1 and M2 macrophages require NAD produced through NAM salvage.
“Thus, our data suggest that both M1 and M2 macrophage metabolic shifts depend on NAD derived from the NAM-salvage pathway.”
Quote in the paperSubstantial claim- Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
- Interpretationown data
Higher NAD in M2 macrophages may help sirtuins control M2 activation and gene expression.
“increased NAD levels in M2 macrophages may be necessary to support or enhance sirtuin function to control M2 activation and gene expression.”
Quote in the paperSubstantial claim- Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
- Interpretationown data
NAD controls M2 gene expression through a route separate from glycolysis and oxidative phosphorylation.
“These data suggest that NAD regulates M2 gene expression independently of its effects on glycolysis and oxidative phosphorylation.”
Quote in the paperSubstantial claim- Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
- Interpretationown data
M2 polarization needs higher NAD levels than M1 polarization does.
“This result suggests that M2 polarization requires higher 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.
- Interpretationcitation
CD157 might affect M1 macrophage NAD indirectly by using NR as a substrate.
“although CD157 may indirectly influence NAD levels in M1 macrophages by consuming NR, the enhanced NADase activity of pro-inflammatory M1 macrophages is mediated by CD38.”
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.
- Interpretationown data
In M1 macrophages, CD38 rather than PARP1 is the main NAD-consuming enzyme.
“These findings support the idea that CD38 and not PARP1 is the primary NAD-consuming enzyme in 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.
- Interpretationown data
CD38 mediates the increased NADase activity seen in pro-inflammatory M1 macrophages.
“the enhanced NADase activity of pro-inflammatory M1 macrophages is mediated by CD38.”
Quote in the paperSubstantial claim- Rests on an assumption: In vitro macrophage polarization states (M0, M1, M2) correspond to macrophage states in vivo.
- Interpretationown data
In M1 macrophages, CD38 is a major regulator of NAD and of NAM and ADPR.
“these data support the model that CD38 is a key regulator of NAD and its metabolites NAM and ADPR in 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.
- Interpretationown data
In eWAT, CD38 expression and the age-related NAD decrease are linked to inflammation.
“These data suggest that the CD38 expression in eWAT and ageing-related decline in NAD levels are associated with inflammation.”
Quote in the paperSubstantial claim - Interpretationown data
Inflammatory cytokines from the SASP, as sterile inflammatory signals, can by themselves raise Cd38 in macrophages.
“Thus, sterile sources of inflammation, including inflammatory cytokines that comprise the SASP, are sufficient to increase the expression of Cd38 in macrophages.”
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: Conditioned medium from senescent cells reproduces the SASP effects on macrophages in vivo.
- Interpretationown data
Together, cell-culture and in vivo data indicate that sterile inflammation, including SASP cytokines, is a major driver of macrophage CD38 expression.
“These data provide cell-culture and in vivo evidence that sterile sources of inflammation, such as inflammatory cytokines that comprise the SASP of senescent cells, are a key driver of CD38 expression by macrophages (Fig. 5l).”
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.
- Interpretationown data
Aged mouse livers contain more pro-inflammatory M1-like CD38+ Kupffer cells.
“Thus, similar to results in the aged eWAT (Fig. 4), pro-inflammatory M1-like CD38+ Kupffer cells also increase in the livers of aged mice.”
Quote in the paperSubstantial claim - Interpretationown data
The findings reveal a causal connection linking resident tissue macrophages, cellular senescence, and age-related tissue NAD decline.
“These results uncover a new causal link among resident tissue macrophages, cellular senescence and tissue NAD decline during ageing”
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.
- Interpretationown data
Low-level endotoxin and PAMP exposure is enough to produce a mild chronic inflammatory state marked by higher CD38 expression and reduced NAD levels.
“These data provide evidence that exposure to low levels of endotoxins and PAMPs is sufficient to promote a low-grade chronic inflammatory state associated with increased expression of CD38 and lower NAD levels (Fig. 8).”
Quote in the paperSubstantial claim - Interpretationown data
Several microbial triggers of inflammation are enough to raise Cd38 expression in macrophages.
“Together, these observations show that multiple microbial sources of inflammation are sufficient to promote the expression of Cd38 in macrophages.”
Quote in the paperSubstantial claim - Interpretationown data
Accumulation of senescent cells with age is linked to age-related NAD decline.
“These results link the accumulation of senescent cells with age to the age-related NAD decline.”
Quote in the paperSubstantial claim- Rests on an assumption: As organisms age, genotoxic and other stressors cause some cells to undergo senescence.
- Interpretationown data
Higher CD38 expression in macrophages contributes substantially to the rise in NADase activity with age.
“our study demonstrates that increased expression of CD38 in macrophages is an important source of increased NADase activity during ageing.”
Quote in the paperSubstantial claim - Interpretationown data
The rise in NA and fall in nicotinic acid dinucleotide point to reduced NAD biosynthesis through the Preiss-Handler and de novo pathways after LPS exposure.
“indicative of decreased NAD biosynthesis by the Preiss–Handler pathway and NAD de novo pathway upon LPS exposure.”
Quote in the paperNot a substantial claim - Interpretationown data
The main route for clearing surplus NAM downstream of CD38 is methylation by NNMT.
“Thus, our data suggest that clearance of excess NAM downstream of CD38 is primarily via its methylation by NNMT.”
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.
- Rests on an assumption: MeNAM can be oxidized by AOX to 2py and 4py, which are secreted in urine.
- Interpretationown data
Ageing-related inflammation drives tissue-resident macrophages toward an M1-like state with higher CD38 expression and greater NAD consumption.
“In this study, we show that ageing-related inflammation drives the polarization of tissue-resident macrophages to an M1-like state characterized by increased expression of CD38 and enhanced NAD consumption (Figs. 1 and 3).”
Quote in the paperSubstantial claim- Rests on an assumption: As organisms age, genotoxic and other stressors cause some cells to undergo senescence.
- Interpretationown data
The burden of senescent cells is causally linked to increased CD38 expression in macrophages.
“Senescent cell burden is causally linked to increased macrophage CD38 expression.”
Quote in the paperSubstantial claim - Interpretationown data
LPS causes a decline in tissue NAD via CD38.
“LPS promotes tissue NAD decline via CD38.”
Quote in the paperNot a substantial claim
- 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 dataWhen 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 dataIn 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 dataNAD 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 dataIn 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 dataAdding 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 dataM1 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 dataFK866 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 dataCd38 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 dataOnly 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 dataM1 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 dataRelative 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 dataFK866 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 dataWT 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 dataLysates 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 dataH2O2 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 dataIn 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 claimMay combine two claims.
Findingown dataNADase 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 dataOld 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 claimMay combine two claims.
FindingcitationTabula 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 dataCD38 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 claimMay combine two claims.
Findingown dataIn 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 claimMay combine two claims.
Findingown dataLiver 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 dataSen(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 dataSen(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 dataIn 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 dataConditioned 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).
FindingcitationLiver 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 dataImmunofluorescence 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 claimMay combine two claims.
Findingown dataAged 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 claimMay combine two claims.
Findingown dataOld 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 claimMay combine two claims.
Findingown dataOld 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 claimMay combine two claims.
Findingown dataAcute 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 claimMay combine two claims.
Findingown dataIn 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 claimMay combine two claims.
Findingown dataChronic 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 claimMay combine two claims.
Findingown dataCD38 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 claimMay combine two claims.
Findingown dataNA 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 claimMay combine two claims.
Findingown dataThe 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 claimMay combine two claims.
Findingown dataDoxorubicin 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 claimMay combine two claims.
Findingown dataIn 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 claimMay combine two claims.
Findingown dataIn 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 claimMay combine two claims.
Findingown dataCd38 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 claimMay combine two claims.
Findingown dataOnly 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 claimMay combine two claims.
Findingown dataLPS 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 claimMay combine two claims.
Findingown dataIn 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 claimMay combine two claims.
Findingown dataCd38 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 claimMay combine two claims.
Findingown data2py 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 claimClassified as probably not a substantial claim.
PremisecitationCD38 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).
PremisecitationMost 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).
PremisecitationNAD 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.
PremisecitationImmune 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.
PremisecitationMice 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 dataNo 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 dataMacrophage 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 dataCD38 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 dataEven 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 dataNAD 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 dataM1 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).
InterpretationcitationM1 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).
PremisecitationA 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 dataOld 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 claimMay combine two claims.
Interpretationown dataIn 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.
PremisecitationKupffer 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 dataSuch 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.
PremisecitationPro-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 dataSASP 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 dataIn 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationCD38 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.
PremisecitationIntestinal-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 dataThe 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).
PremisecitationIn 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).
InterpretationreasoningThe 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.
InterpretationreasoningGreater 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).
InterpretationcitationCD38 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.
PremisecitationSenescent 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).
PremisecitationOutside 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.
InterpretationreasoningCD38 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 claimProbably 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 givenAll 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenLittermates 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationExcess 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 dataNeural 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationCD38 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.
PremisecitationNAM 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).
PremisecitationChini 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.
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.”
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.”
From NAD+ metabolism and its roles in cellular processes during ageing (2021) · cites this paper as [45]
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”
From NAD+ metabolism and its roles in cellular processes during ageing (2021) · cites this paper as [45]
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”
From NAD+ metabolism and its roles in cellular processes during ageing (2021) · cites this paper as [45]
Macrophages co-cultured in or exposed to conditioned media from senescent cells have enhanced expression of the NAD+-consuming enzyme CD38 and increased proliferation.
“We showed that macrophages co-cultured in or exposed to conditioned media from senescent cells have enhanced expression of the NAD+-consuming enzyme CD38 and increased proliferation45.”
From NAD+ metabolism and its roles in cellular processes during ageing (2021) · cites this paper as [45]
Innate immune cells, especially macrophages, may be the major cell population responding to the SASP with NAD+ degradation, thereby contributing to organism-wide decline in NAD+ levels.
“Recent observations suggest that innate immune cells, especially macrophages, may be the major cell population responding to the SASP with NAD+ degradation, thereby contributing to organism-wide decline in NAD+ levels45,105.”
From NAD+ metabolism and its roles in cellular processes during ageing (2021) · cites this paper as [45]
CD38 is the primary NAD+-consuming enzyme in M1 macrophages.
“our results suggest that CD38 is the primary NAD+-consuming enzyme in M1 macrophages”
From NAD+ metabolism and its roles in cellular processes during ageing (2021) · cites this paper as [45]
In ageing mouse models and mice treated with doxorubicin, accumulation of senescent cells in metabolic tissues such as visceral fat and liver can directly activate CD38 expression in tissue-resident macrophages.
“we showed in ageing mouse models and mice treated with the senescence-inducing chemotherapeutic reagent doxorubicin that accumulation of senescent cells in metabolic tissues, such as the visceral fat and liver, can directly activate the expression of CD38 in tissue-resident macrophages45.”
From NAD+ metabolism and its roles in cellular processes during ageing (2021) · cites this paper as [45]
Ageing is associated with increased activation of the NLRP3 inflammasome, which is primarily expressed by myeloid immune cells, and a subsequent increase in IL-1β expression.
“Ageing is associated with increased activation of the NLRP3 inflammasome45,107, which is primarily expressed by myeloid immune cells107,108, and a subsequent increase in the expression of IL-1β, which is a major cytokine implicated in promoting ageing-related disease107.”
From NAD+ metabolism and its roles in cellular processes during ageing (2021) · cites this paper as [45]
Blocking the NAM salvage pathway in both M1 and M2 macrophages significantly reduced expression of selected genes associated with the M1 and M2 phenotypes.
“Blocking the NAM salvage pathway (BOX 1) in both M1 macrophages and M2 macrophages significantly reduced gene expression of select genes associated with the M1 and M2 phenotypes.”
From NAD+ metabolism and its roles in cellular processes during ageing (2021) · cites this paper as [45]
In ageing, declining NAD+ levels are associated with increased accumulation of proinflammatory M1-like resident macrophages in liver and fat, characterized by increased CD38 expression and heightened NADase activity.
“In ageing, declining NAD+ levels are associated with increased accumulation of proinflammatory M1-like resident macrophages in the liver and fat, which are characterized by increased expression of CD38 and heightened NADase activity45,105.”
From NAD+ metabolism and its roles in cellular processes during ageing (2021) · cites this paper as [45]
CD38-overexpressing M1-like macrophages are activated directly by inflammatory cytokines secreted by senescent cells.
“these CD38-overexpressing M1-like macrophages are activated directly by inflammatory cytokines secreted by senescent cells (discussed in more detail later)45,105,106”
From NAD+ metabolism and its roles in cellular processes during ageing (2021) · cites this paper as [45]
M2 macrophages required significantly more NR/NMN to rescue activation than M1 macrophages.
“M2 macrophages required significantly more NR/NMN to rescue macrophage activation than M1 macrophages”
From NAD+ metabolism and its roles in cellular processes during ageing (2021) · cites this paper as [45]
The reduction in M1/M2 gene expression after NAMPT inhibition can be rescued by supplementation with NMN and NR.
“This effect could be rescued with supplementation with the NAD+ precursors NMN and NR, which bypass and rescue NAMPT inhibition45.”
From NAD+ metabolism and its roles in cellular processes during ageing (2021) · cites this paper as [45]
The authors' laboratory detected no evidence of DNA damage or PARP1 activation during M1 macrophage polarization.
“recently published results from our laboratory detected no evidence of DNA damage or PARP1 activation during M1 macropahge polarization45”
From NAD+ metabolism and its roles in cellular processes during ageing (2021) · cites this paper as [45]
CD38 is emerging as a key enzyme involved in inflammageing and senescence, which are strongly associated with neurodegenerative diseases.
“CD38 is emerging as a key enzyme involved in inflammageing and senescence45,105,106, which are strongly associated with neurodegenerative diseases124,128,168,169.”
From NAD+ metabolism and its roles in cellular processes during ageing (2021) · cites this paper as [45]
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
MinorThe stated counts give 100 macrophages per fibroblast, not the reported 10:1 ratio.
Reported 10 · recomputed 100
“For coculture experiments, 1×106 WT or Cd38 KO BMDMs were counted and added to 6-well tissue culture plates containing 1×104 senescent or control MDFs at 10:1 in 3.5 ml DMEM supplemented with 10% FBS in a 6-well plate for 24 h.”
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NAD+ metabolism and its roles in cellular processes during ageing
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Bai, Z., Yang, P., Yu, F., Li, Z., Yao, Z., Martinez, J., Li, M., & Xu, H. (2022) · Cell Death & Disease · doi:10.1038/s41419-022-04562-w · Cited by 43 · see citing works
- 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
- ORCID
- Covarrubias, Anthony J.
- Kale, Abhijit
- Perrone, Rosalba
- Lopez-Dominguez, Jose Alberto
- Pisco, Angela Oliveira
- Kasler, Herbert G.
- Schmidt, Mark S.
- Heckenbach, Indra
- Kwok, Ryan
- Wiley, Christopher D.
- Wong, Hoi-Shan
- Basisty, Nathan
- Wu, Qiuxia
- Shin, Kyong-Oh
- Lee, Yong-Moon
- Riley, Rebeccah
- Ben-Sahra, Issam
- Schilling, Birgit
- Ishihara, Katsuhiko
- Quake, Stephen R.
- Newman, John
- Brenner, Charles
- Campisi, Judith
- Verdin, Eric
- Venue
- Nature Metabolism
- Published
- 2020-11-16
- Volume
- 2
- Issue
- 11
- Pages
- 1265-1283
- ISSN
- 2522-5812 (ISSN-L)
- PMC
- PMC7908681
- 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
- Update notices
- correction (2020-12-10)
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- 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
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