201
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Groth B, Venkatakrishnan P, Lin SJ. NAD + Metabolism, Metabolic Stress, and Infection. Front Mol Biosci 2021; 8:686412. [PMID: 34095234 PMCID: PMC8171187 DOI: 10.3389/fmolb.2021.686412] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Accepted: 05/05/2021] [Indexed: 12/26/2022] Open
Abstract
Nicotinamide adenine dinucleotide (NAD+) is an essential metabolite with wide-ranging and significant roles in the cell. Defects in NAD+ metabolism have been associated with many human disorders; it is therefore an emerging therapeutic target. Moreover, NAD+ metabolism is perturbed during colonization by a variety of pathogens, either due to the molecular mechanisms employed by these infectious agents or by the host immune response they trigger. Three main biosynthetic pathways, including the de novo and salvage pathways, contribute to the production of NAD+ with a high degree of conservation from bacteria to humans. De novo biosynthesis, which begins with l-tryptophan in eukaryotes, is also known as the kynurenine pathway. Intermediates of this pathway have various beneficial and deleterious effects on cellular health in different contexts. For example, dysregulation of this pathway is linked to neurotoxicity and oxidative stress. Activation of the de novo pathway is also implicated in various infections and inflammatory signaling. Given the dynamic flexibility and multiple roles of NAD+ intermediates, it is important to understand the interconnections and cross-regulations of NAD+ precursors and associated signaling pathways to understand how cells regulate NAD+ homeostasis in response to various growth conditions. Although regulation of NAD+ homeostasis remains incompletely understood, studies in the genetically tractable budding yeast Saccharomyces cerevisiae may help provide some molecular basis for how NAD+ homeostasis factors contribute to the maintenance and regulation of cellular function and how they are regulated by various nutritional and stress signals. Here we present a brief overview of recent insights and discoveries made with respect to the relationship between NAD+ metabolism and selected human disorders and infections, with a particular focus on the de novo pathway. We also discuss how studies in budding yeast may help elucidate the regulation of NAD+ homeostasis.
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Affiliation(s)
- Benjamin Groth
- Department of Microbiology and Molecular Genetics, College of Biological Sciences, University of California, Davis, Davis, CA, United States
| | - Padmaja Venkatakrishnan
- Department of Microbiology and Molecular Genetics, College of Biological Sciences, University of California, Davis, Davis, CA, United States
| | - Su-Ju Lin
- Department of Microbiology and Molecular Genetics, College of Biological Sciences, University of California, Davis, Davis, CA, United States
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202
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Roboon J, Hattori T, Ishii H, Takarada-Iemata M, Nguyen DT, Heer CD, O'Meally D, Brenner C, Yamamoto Y, Okamoto H, Higashida H, Hori O. Inhibition of CD38 and supplementation of nicotinamide riboside ameliorate lipopolysaccharide-induced microglial and astrocytic neuroinflammation by increasing NAD . J Neurochem 2021; 158:311-327. [PMID: 33871064 DOI: 10.1111/jnc.15367] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2021] [Revised: 04/09/2021] [Accepted: 04/12/2021] [Indexed: 12/24/2022]
Abstract
Neuroinflammation is initiated by activation of the brain's innate immune system in response to an inflammatory challenge. Insufficient control of neuroinflammation leads to enhanced or prolonged pathology in various neurological conditions including multiple sclerosis and Alzheimer's disease. Nicotinamide adenine dinucleotide (NAD+ ) plays critical roles in cellular energy metabolism and calcium homeostasis. Our previous study demonstrated that deletion of CD38, which consumes NAD+ , suppressed cuprizone-induced demyelination, neuroinflammation, and glial activation. However, it is still unknown whether CD38 directly affects neuroinflammation through regulating brain NAD+ level. In this study, we investigated the effect of CD38 deletion and inhibition and supplementation of NAD+ on lipopolysaccharide (LPS)-induced neuroinflammation in mice. Intracerebroventricular injection of LPS significantly increased CD38 expression especially in the hippocampus. Deletion of CD38 decreased LPS-induced inflammatory responses and glial activation. Pre-administration of apigenin, a flavonoid with CD38 inhibitory activity, or nicotinamide riboside (NR), an NAD+ precursor, increased NAD+ level, and significantly suppressed induction of cytokines and chemokines, glial activation and subsequent neurodegeneration after LPS administration. In cell culture, LPS-induced inflammatory responses were suppressed by treatment of primary astrocytes or microglia with apigenin, NAD+ , NR or 78c, the latter a specific CD38 inhibitor. Finally, all these compounds suppressed NF-κB signaling pathway in microglia. These results suggest that CD38-mediated neuroinflammation is linked to NAD+ consumption and that boosting NAD+ by CD38 inhibition and NR supplementation directly suppress neuroinflammation in the brain.
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Affiliation(s)
- Jureepon Roboon
- Department of Neuroanatomy, Graduate School of Medical Sciences, Kanazawa University, Kanazawa, Japan
| | - Tsuyoshi Hattori
- Department of Neuroanatomy, Graduate School of Medical Sciences, Kanazawa University, Kanazawa, Japan
| | - Hiroshi Ishii
- Department of Neuroanatomy, Graduate School of Medical Sciences, Kanazawa University, Kanazawa, Japan
| | - Mika Takarada-Iemata
- Department of Neuroanatomy, Graduate School of Medical Sciences, Kanazawa University, Kanazawa, Japan
| | - Dinh Thi Nguyen
- Department of Neuroanatomy, Graduate School of Medical Sciences, Kanazawa University, Kanazawa, Japan
| | - Collin D Heer
- Free Radical and Radiation Biology Program, University of Iowa, Iowa City, IA, USA
| | - Denis O'Meally
- Center for Gene Therapy, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA, USA
| | - Charles Brenner
- Department of Diabetes & Cancer Metabolism, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA, USA
| | - Yasuhiko Yamamoto
- Department of Biochemistry and Molecular Vascular Biology, Graduate School of Medical Sciences, Kanazawa University, Kanazawa, Japan
| | - Hiroshi Okamoto
- Department of Biochemistry and Molecular Vascular Biology, Graduate School of Medical Sciences, Kanazawa University, Kanazawa, Japan.,Department of Biochemistry, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Haruhiro Higashida
- Research Center for Child Mental Development, Kanazawa University, Kanazawa, Japan
| | - Osamu Hori
- Department of Neuroanatomy, Graduate School of Medical Sciences, Kanazawa University, Kanazawa, Japan
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203
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Morandi F, Horenstein AL, Malavasi F. The Key Role of NAD + in Anti-Tumor Immune Response: An Update. Front Immunol 2021; 12:658263. [PMID: 33936090 PMCID: PMC8082456 DOI: 10.3389/fimmu.2021.658263] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 03/25/2021] [Indexed: 12/16/2022] Open
Abstract
Nicotinamide adenine dinucleotide (NAD+) is an important molecule that functions as a co-enzyme in numerous metabolic processes. Generated both through de novo synthesis and via salvage pathways, NAD+ is the substrate for a variety of NAD+-consuming enzymes. Among them is CD38, a cell surface ecto-enzyme widely expressed on different types of cells and endowed with the function of cADP-ribose synthases/NAD+ glycohydrolase. Surface CD38 expression is increased in different hematological and solid tumors, where it cooperates with other ecto-enzymes to produce the immunosuppressive molecule adenosine (ADO). Few studies have explored the correlation of NAD+ levels with T-cell mediated anti-tumor response in preclinical models. We therefore discuss these novel findings, examining the possible contribution of NAD+ depletion, along with ADO production, in the immunosuppressive activities of CD38 in the context of human tumors. Lastly, we discuss the use of pharmacological inhibitors of CD38 and supplementation of different NAD+ precursors to increase NAD+ levels and to boost T cell responses. Such molecules may be employed as adjuvant therapies, in combination with standard treatments, for cancer patients.
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Affiliation(s)
- Fabio Morandi
- Laboratorio Cellule Staminali Post-Natali e Terapie Cellulari, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Alberto Leonardo Horenstein
- Dipartimento Scienze Mediche, Università di Torino, Centro Ricerche Medicina Sperimentale (CeRMS) and Fondazione Ricerca Molinette Onlus, Torino, Italy
| | - Fabio Malavasi
- Dipartimento Scienze Mediche, Università di Torino, Centro Ricerche Medicina Sperimentale (CeRMS) and Fondazione Ricerca Molinette Onlus, Torino, Italy
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204
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Navarro MN, Gómez de Las Heras MM, Mittelbrunn M. Nicotinamide adenine dinucleotide metabolism in the immune response, autoimmunity and inflammageing. Br J Pharmacol 2021; 179:1839-1856. [PMID: 33817782 PMCID: PMC9292562 DOI: 10.1111/bph.15477] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Revised: 03/24/2021] [Accepted: 03/26/2021] [Indexed: 02/06/2023] Open
Abstract
Metabolism is dynamically regulated to accompany immune cell function, and altered immunometabolism can result in impaired immune responses. Concomitantly, the pharmacological manipulation of metabolic processes offers an opportunity for therapeutic intervention in inflammatory disorders. The nicotinamide adenine dinucleotide (NAD+) is a critical metabolic intermediate that serves as enzyme cofactor in redox reactions, and is also used as a co‐substrate by many enzymes such as sirtuins, adenosine diphosphate ribose transferases and synthases. Through these activities, NAD+ metabolism regulates a broad spectrum of cellular functions such as energy metabolism, DNA repair, regulation of the epigenetic landscape and inflammation. Thus, the manipulation of NAD+ availability using pharmacological compounds such as NAD+ precursors can have immune‐modulatory properties in inflammation. Here, we discuss how the NAD+ metabolism contributes to the immune response and inflammatory conditions, with a special focus on multiple sclerosis, inflammatory bowel diseases and inflammageing.
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Affiliation(s)
- Maria N Navarro
- Interactions With The Environment Program, Immune System Development and Function Unit, Centro de Biología Molecular "Severo Ochoa" (CBMSO), Consejo Superior de Investigaciones Científicas (CSIC)-Universidad Autónoma de Madrid (UAM), Madrid, Spain
| | - Manuel M Gómez de Las Heras
- Departamento de Biología Molecular, Centro de Biología Molecular "Severo Ochoa" (CBMSO), Consejo Superior de Investigaciones Científicas (CSIC)-Universidad Autónoma de Madrid (UAM), Madrid, Spain.,Instituto de Investigación Sanitaria, Hospital 12 de Octubre (i+12), Madrid, Spain
| | - Maria Mittelbrunn
- Departamento de Biología Molecular, Centro de Biología Molecular "Severo Ochoa" (CBMSO), Consejo Superior de Investigaciones Científicas (CSIC)-Universidad Autónoma de Madrid (UAM), Madrid, Spain.,Instituto de Investigación Sanitaria, Hospital 12 de Octubre (i+12), Madrid, Spain
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205
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Abstract
This medical review addresses the hypothesis that CD38/NADase is at the center of a functional axis (i.e., intracellular Ca2+ mobilization/IFNγ response/reactive oxygen species burst) driven by severe acute respiratory syndrome coronavirus 2 infection, as already verified in respiratory syncytial virus pathology and CD38 activity in other cellular settings. Key features of the hypothesis are that 1) the substrates of CD38 (e.g., NAD+ and NADP+) are depleted by viral-induced metabolic changes; 2) the products of the enzymatic activity of CD38 [e.g., cyclic adenosine diphosphate-ribose (ADPR)/ADPR/nicotinic acid adenine dinucleotide phosphate] and related enzymes [e.g., poly(ADP-ribose)polymerase, Sirtuins, and ADP-ribosyl hydrolase] are involved in the anti‐viral and proinflammatory response that favors the onset of lung immunopathology (e.g., cytokine storm and organ fibrosis); and 3) the pathological changes induced by this kinetic mechanism may be reduced by distinct modulators of the CD38/NAD+ axis (e.g., CD38 blockers, NAD+ suppliers, among others). This view is supported by arrays of associative basic and applied research data that are herein discussed and integrated with conclusions reported by others in the field of inflammatory, immune, tumor, and viral diseases.
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Affiliation(s)
- Alberto L Horenstein
- Department of Medical Science, University of Turin, Turin, Italy; and Centro Ricerca Medicina, Sperimentale (CeRMS) and Fondazione Ricerca Molinette Onlus, Turin, Italy
| | - Angelo C Faini
- Department of Medical Science, University of Turin, Turin, Italy; and Centro Ricerca Medicina, Sperimentale (CeRMS) and Fondazione Ricerca Molinette Onlus, Turin, Italy
| | - Fabio Malavasi
- Department of Medical Science, University of Turin, Turin, Italy; and Centro Ricerca Medicina, Sperimentale (CeRMS) and Fondazione Ricerca Molinette Onlus, Turin, Italy
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206
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Covarrubias AJ, Perrone R, Grozio A, Verdin E. NAD + metabolism and its roles in cellular processes during ageing. Nat Rev Mol Cell Biol 2021; 22:119-141. [PMID: 33353981 PMCID: PMC7963035 DOI: 10.1038/s41580-020-00313-x] [Citation(s) in RCA: 801] [Impact Index Per Article: 200.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/02/2020] [Indexed: 12/13/2022]
Abstract
Nicotinamide adenine dinucleotide (NAD+) is a coenzyme for redox reactions, making it central to energy metabolism. NAD+ is also an essential cofactor for non-redox NAD+-dependent enzymes, including sirtuins, CD38 and poly(ADP-ribose) polymerases. NAD+ can directly and indirectly influence many key cellular functions, including metabolic pathways, DNA repair, chromatin remodelling, cellular senescence and immune cell function. These cellular processes and functions are critical for maintaining tissue and metabolic homeostasis and for healthy ageing. Remarkably, ageing is accompanied by a gradual decline in tissue and cellular NAD+ levels in multiple model organisms, including rodents and humans. This decline in NAD+ levels is linked causally to numerous ageing-associated diseases, including cognitive decline, cancer, metabolic disease, sarcopenia and frailty. Many of these ageing-associated diseases can be slowed down and even reversed by restoring NAD+ levels. Therefore, targeting NAD+ metabolism has emerged as a potential therapeutic approach to ameliorate ageing-related disease, and extend the human healthspan and lifespan. However, much remains to be learnt about how NAD+ influences human health and ageing biology. This includes a deeper understanding of the molecular mechanisms that regulate NAD+ levels, how to effectively restore NAD+ levels during ageing, whether doing so is safe and whether NAD+ repletion will have beneficial effects in ageing humans.
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Affiliation(s)
- Anthony J Covarrubias
- Buck Institute for Research on Aging, Novato, CA, USA
- UCSF Department of Medicine, San Francisco, CA, USA
| | | | | | - Eric Verdin
- Buck Institute for Research on Aging, Novato, CA, USA.
- UCSF Department of Medicine, San Francisco, CA, USA.
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207
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Affiliation(s)
- Friedrich Becker
- Leibniz Institute on Aging–Fritz Lipmann Institute, Jena, Germany
| | - K. Lenhard Rudolph
- Leibniz Institute on Aging–Fritz Lipmann Institute, Jena, Germany
- University Hospital Jena, Friedrich Schiller University, Jena, Germany
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208
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Shi B, Wang W, Korman B, Kai L, Wang Q, Wei J, Bale S, Marangoni RG, Bhattacharyya S, Miller S, Xu D, Akbarpour M, Cheresh P, Proccissi D, Gursel D, Espindola-Netto JM, Chini CCS, de Oliveira GC, Gudjonsson JE, Chini EN, Varga J. Targeting CD38-dependent NAD + metabolism to mitigate multiple organ fibrosis. iScience 2020; 24:101902. [PMID: 33385109 PMCID: PMC7770554 DOI: 10.1016/j.isci.2020.101902] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 09/20/2020] [Accepted: 12/03/2020] [Indexed: 11/26/2022] Open
Abstract
The processes underlying synchronous multiple organ fibrosis in systemic sclerosis (SSc) remain poorly understood. Age-related pathologies are associated with organismal decline in nicotinamide adenine dinucleotide (NAD+) that is due to dysregulation of NAD+ homeostasis and involves the NADase CD38. We now show that CD38 is upregulated in patients with diffuse cutaneous SSc, and CD38 levels in the skin associate with molecular fibrosis signatures, as well as clinical fibrosis scores, while expression of key NAD+-synthesizing enzymes is unaltered. Boosting NAD+ via genetic or pharmacological CD38 targeting or NAD+ precursor supplementation protected mice from skin, lung, and peritoneal fibrosis. In mechanistic experiments, CD38 was found to reduce NAD+ levels and sirtuin activity to augment cellular fibrotic responses, while inhibiting CD38 had the opposite effect. Thus, we identify CD38 upregulation and resulting disrupted NAD+ homeostasis as a fundamental mechanism driving fibrosis in SSc, suggesting that CD38 might represent a novel therapeutic target. CD38 shows elevated expression in skin biopsies of patients with systemic sclerosis Elevated CD38 is associated with reduced NAD+ and augmented fibrotic responses Genetic loss of CD38 is associated with increased NAD+ levels and attenuated fibrosis NAD+ boosting via CD38 inhibition or NR supplementation prevents multi-organ fibrosis
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Affiliation(s)
- Bo Shi
- Northwestern Scleroderma Program, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Wenxia Wang
- Northwestern Scleroderma Program, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Benjamin Korman
- Northwestern Scleroderma Program, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Li Kai
- Northwestern Scleroderma Program, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Qianqian Wang
- Northwestern Scleroderma Program, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Jun Wei
- Northwestern Scleroderma Program, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Swarna Bale
- Northwestern Scleroderma Program, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Roberta Goncalves Marangoni
- Northwestern Scleroderma Program, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Swati Bhattacharyya
- Northwestern Scleroderma Program, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Stephen Miller
- Department of Microbiology-Immunology, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Dan Xu
- Department of Microbiology-Immunology, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Mahzad Akbarpour
- Division of Pulmonary and Critical Care Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Paul Cheresh
- Division of Pulmonary and Critical Care Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Daniele Proccissi
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Demirkan Gursel
- Pathology Core Facility, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | | | - Claudia C S Chini
- Department of Anesthesiology and Kogod Center on Aging, Mayo Clinic, Rochester 55905 MN, USA
| | - Guilherme C de Oliveira
- Department of Anesthesiology and Kogod Center on Aging, Mayo Clinic, Rochester 55905 MN, USA
| | | | - Eduardo N Chini
- Department of Anesthesiology and Kogod Center on Aging, Mayo Clinic, Rochester 55905 MN, USA
| | - John Varga
- Northwestern Scleroderma Program, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.,Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109, USA
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209
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Affiliation(s)
- Shuai Wu
- Immunology, Microenvironment & Metastasis Program, The Wistar Institute, Philadelphia, PA, USA
| | - Rugang Zhang
- Immunology, Microenvironment & Metastasis Program, The Wistar Institute, Philadelphia, PA, USA.
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210
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Covarrubias AJ, Kale A, Perrone R, Lopez-Dominguez JA, Pisco AO, Kasler HG, Schmidt MS, Heckenbach I, Kwok R, Wiley CD, Wong HS, Gibbs E, Iyer SS, Basisty N, Wu Q, Kim IJ, Silva E, Vitangcol K, Shin KO, Lee YM, Riley R, Ben-Sahra I, Ott M, Schilling B, Scheibye-Knudsen M, Ishihara K, Quake SR, Newman J, Brenner C, Campisi J, Verdin E. Senescent cells promote tissue NAD + decline during ageing via the activation of CD38 + macrophages. Nat Metab 2020; 2:1265-1283. [PMID: 33199924 PMCID: PMC7908681 DOI: 10.1038/s42255-020-00305-3] [Citation(s) in RCA: 256] [Impact Index Per Article: 51.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 09/25/2020] [Indexed: 11/08/2022]
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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Affiliation(s)
- Anthony J Covarrubias
- Buck Institute for Research on Aging, Novato, CA, USA
- UCSF Department of Medicine, San Francisco, CA, USA
| | - Abhijit Kale
- Buck Institute for Research on Aging, Novato, CA, USA
| | | | | | | | | | - Mark S Schmidt
- Department of Biochemistry, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Indra Heckenbach
- Buck Institute for Research on Aging, Novato, CA, USA
- Department of Cellular and Molecular Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Ryan Kwok
- Buck Institute for Research on Aging, Novato, CA, USA
| | | | - Hoi-Shan Wong
- Buck Institute for Research on Aging, Novato, CA, USA
| | - Eddy Gibbs
- Buck Institute for Research on Aging, Novato, CA, USA
| | - Shankar S Iyer
- Division of Gastroenterology, Hepatology and Endoscopy, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Qiuxia Wu
- Buck Institute for Research on Aging, Novato, CA, USA
| | - Ik-Jung Kim
- Buck Institute for Research on Aging, Novato, CA, USA
| | - Elena Silva
- Buck Institute for Research on Aging, Novato, CA, USA
| | | | - Kyong-Oh Shin
- College of Pharmacy, Chungbuk National University, Cheongju, Republic of Korea
- Department of Food Science and Nutrition, Hallym University, Chuncheon, Republic of Korea
| | - Yong-Moon Lee
- College of Pharmacy, Chungbuk National University, Cheongju, Republic of Korea
| | | | - Issam Ben-Sahra
- Department of Biochemistry and Molecular Genetics, Northwestern University, Chicago, IL, USA
| | - Melanie Ott
- Gladstone Institutes, Virology and Immunology, San Francisco, CA, USA
| | | | - Morten Scheibye-Knudsen
- Department of Cellular and Molecular Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Katsuhiko Ishihara
- Immunology and Molecular Genetics, Kawasaki Medical School, Kurashiki, Japan
| | - Stephen R Quake
- Chan Zuckerberg Biohub, San Francisco, CA, USA
- Department of Bioengineering, Stanford University, Stanford, CA, USA
| | - John Newman
- Buck Institute for Research on Aging, Novato, CA, USA
- UCSF Department of Medicine, San Francisco, CA, USA
| | - Charles Brenner
- Department of Biochemistry, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
- Department of Diabetes & Cancer Metabolism, City of Hope National Medical Center, Duarte, CA, USA
| | | | - Eric Verdin
- Buck Institute for Research on Aging, Novato, CA, USA.
- UCSF Department of Medicine, San Francisco, CA, USA.
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