The senescence-associated secretome as an indicator of age and medical risk.

Produced by senescent cells, the senescence-associated secretory phenotype (SASP) is a potential driver of age-related dysfunction. We tested whether circulating concentrations of SASP proteins reflect age and medical risk in humans. We first screened senescent endothelial cells, fibroblasts, preadipocytes, epithelial cells, and myoblasts to identify candidates for human profiling. We then tested associations between circulating SASP proteins and clinical data from individuals throughout the life span and older adults undergoing surgery for prevalent but distinct age-related diseases. A community-based sample of people aged 20-90 years (retrospective cross-sectional) was studied to test associations between circulating SASP factors and chronological age. A subset of this cohort aged 60-90 years and separate cohorts of older adults undergoing surgery for severe aortic stenosis (prospective longitudinal) or ovarian cancer (prospective case-control) were studied to assess relationships between circulating concentrations of SASP proteins and biological age (determined by the accumulation of age-related health deficits) and/or postsurgical outcomes. We showed that SASP proteins were positively associated with age, frailty, and adverse postsurgery outcomes. A panel of 7 SASP factors composed of growth differentiation factor 15 (GDF15), TNF receptor superfamily member 6 (FAS), osteopontin (OPN), TNF receptor 1 (TNFR1), ACTIVIN A, chemokine (C-C motif) ligand 3 (CCL3), and IL-15 predicted adverse events markedly better than a single SASP protein or age. Our findings suggest that the circulating SASP may serve as a clinically useful candidate biomarker of age-related health and a powerful tool for interventional human studies.

[1]  P. Kapahi,et al.  From discoveries in ageing research to therapeutics for healthy ageing , 2019, Nature.

[2]  G. Enikolopov,et al.  Obesity-Induced Cellular Senescence Drives Anxiety and Impairs Neurogenesis , 2019, Cell metabolism.

[3]  M. Jensen,et al.  Targeting senescent cells alleviates obesity‐induced metabolic dysfunction , 2019, Aging cell.

[4]  S. Kritchevsky,et al.  Senolytics in idiopathic pulmonary fibrosis: Results from a first-in-human, open-label, pilot study , 2019, EBioMedicine.

[5]  N. Musi,et al.  Tau protein aggregation is associated with cellular senescence in the brain , 2018, Aging cell.

[6]  D. Baker,et al.  Clearance of senescent glial cells prevents tau-dependent pathology and cognitive decline , 2018, Nature.

[7]  D. Allison,et al.  Senolytics Improve Physical Function and Increase Lifespan in Old Age , 2018, Nature Medicine.

[8]  D. Glass,et al.  Supraphysiologic Administration of GDF11 Induces Cachexia in Part by Upregulating GDF15. , 2018, Cell reports.

[9]  N. LeBrasseur,et al.  Targeting cellular senescence prevents age-related bone loss in mice , 2017, Nature Medicine.

[10]  B. Kotajarvi,et al.  The Impact of Frailty on Patient-Centered Outcomes Following Aortic Valve Replacement , 2017, The journals of gerontology. Series A, Biological sciences and medical sciences.

[11]  Caroline L. Wilson,et al.  Cellular senescence drives age-dependent hepatic steatosis , 2017, Nature Communications.

[12]  A. Oberg,et al.  Cellular senescence mediates fibrotic pulmonary disease , 2017, Nature Communications.

[13]  C. Conover,et al.  Senescent intimal foam cells are deleterious at all stages of atherosclerosis , 2016, Science.

[14]  Hao Chen,et al.  Cytofkit: A Bioconductor Package for an Integrated Mass Cytometry Data Analysis Pipeline , 2016, PLoS Comput. Biol..

[15]  Leslie A. Smith,et al.  Chronic senolytic treatment alleviates established vasomotor dysfunction in aged or atherosclerotic mice , 2016, Aging cell.

[16]  Brian R. Kotajarvi,et al.  Quantification of GDF11 and Myostatin in Human Aging and Cardiovascular Disease. , 2016, Cell metabolism.

[17]  U. Galderisi,et al.  Unbiased analysis of senescence associated secretory phenotype (SASP) to identify common components following different genotoxic stresses , 2016, Aging.

[18]  Peter Rhee,et al.  Emergency general surgery specific frailty index: A validation study , 2016, The journal of trauma and acute care surgery.

[19]  M. Jensen,et al.  Exercise Prevents Diet-Induced Cellular Senescence in Adipose Tissue , 2016, Diabetes.

[20]  A. Pezeshki,et al.  Naturally occurring p16Ink4a-positive cells shorten healthy lifespan , 2016, Nature.

[21]  A. Melk,et al.  Senescence-Induced Oxidative Stress Causes Endothelial Dysfunction. , 2016, The journals of gerontology. Series A, Biological sciences and medical sciences.

[22]  M. Jensen,et al.  JAK inhibition alleviates the cellular senescence-associated secretory phenotype and frailty in old age , 2015, Proceedings of the National Academy of Sciences.

[23]  L. Le Cam,et al.  Numb is required to prevent p53-dependent senescence following skeletal muscle injury , 2015, Nature Communications.

[24]  N. LeBrasseur,et al.  The Achilles’ heel of senescent cells: from transcriptome to senolytic drugs , 2015, Aging cell.

[25]  N. LeBrasseur,et al.  Cellular Senescence and the Biology of Aging, Disease, and Frailty. , 2015, Nestle Nutrition Institute workshop series.

[26]  Manuel Serrano,et al.  Cellular senescence: from physiology to pathology , 2014, Nature Reviews Molecular Cell Biology.

[27]  J. Deursen The role of senescent cells in ageing , 2014, Nature.

[28]  E. Ballestar,et al.  Geriatric muscle stem cells switch reversible quiescence into senescence , 2014, Nature.

[29]  Marc Moss,et al.  Simple frailty score predicts postoperative complications across surgical specialties. , 2013, American journal of surgery.

[30]  Kiley J. Johnson,et al.  The Mayo Clinic Biobank: a building block for individualized medicine. , 2013, Mayo Clinic proceedings.

[31]  K. Aoshiba,et al.  Epithelial cell senescence impairs repair process and exacerbates inflammation after airway injury , 2011, Respiratory research.

[32]  Yu-cai Fu,et al.  Senescence-associated beta-galactosidase activity expression in aging hippocampal neurons. , 2010, Biochemical and biophysical research communications.

[33]  K. Chin,et al.  A Human-Like Senescence-Associated Secretory Phenotype Is Conserved in Mouse Cells Dependent on Physiological Oxygen , 2010, PloS one.

[34]  J. Campisi,et al.  The senescence-associated secretory phenotype: the dark side of tumor suppression. , 2010, Annual review of pathology.

[35]  J. Hoeijmakers DNA damage, aging, and cancer. , 2009, The New England journal of medicine.

[36]  J. Campisi,et al.  Persistent DNA damage signaling triggers senescence-associated inflammatory cytokine secretion , 2009, Nature Cell Biology.

[37]  Judith Campisi,et al.  Senescence-Associated Secretory Phenotypes Reveal Cell-Nonautonomous Functions of Oncogenic RAS and the p53 Tumor Suppressor , 2008, PLoS biology.

[38]  T. Gill,et al.  A standard procedure for creating a frailty index , 2008, BMC geriatrics.

[39]  D. Peeper,et al.  Oncogene-Induced Senescence Relayed by an Interleukin-Dependent Inflammatory Network , 2008, Cell.

[40]  Greg Ridgeway,et al.  Generalized Boosted Models: A guide to the gbm package , 2006 .

[41]  N. Sharpless,et al.  Ink4a/Arf expression is a biomarker of aging. , 2004, The Journal of clinical investigation.

[42]  Ewout W Steyerberg,et al.  Internal and external validation of predictive models: a simulation study of bias and precision in small samples. , 2003, Journal of clinical epidemiology.

[43]  J. Campisi,et al.  Senescent fibroblasts promote epithelial cell growth and tumorigenesis: A link between cancer and aging , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[44]  C Roskelley,et al.  A biomarker that identifies senescent human cells in culture and in aging skin in vivo. , 1995, Proceedings of the National Academy of Sciences of the United States of America.

[45]  Y. Benjamini,et al.  Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .