Plasma proteomic biomarker signature of age predicts health and life span

Older age is a strong shared risk factor for many chronic diseases, and there is increasing interest in identifying aging biomarkers. Here, a proteomic analysis of 1301 plasma proteins was conducted in 997 individuals between 21 and 102 years of age. We identified 651 proteins associated with age (5...

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Published in:eLife Vol. 9
Main Authors: Tanaka, Toshiko, Basisty, Nathan, Fantoni, Giovanna, Candia, Julián, Moore, Ann Z, Biancotto, Angelique, Schilling, Birgit, Bandinelli, Stefania, Ferrucci, Luigi
Format: Journal Article
Language:English
Published: England eLife Sciences Publications, Ltd 19.11.2020
eLife Sciences Publications Ltd
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ISSN:2050-084X, 2050-084X
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Abstract Older age is a strong shared risk factor for many chronic diseases, and there is increasing interest in identifying aging biomarkers. Here, a proteomic analysis of 1301 plasma proteins was conducted in 997 individuals between 21 and 102 years of age. We identified 651 proteins associated with age (506 over-represented, 145 underrepresented with age). Mediation analysis suggested a role for partial cis -epigenetic control of protein expression with age. Of the age-associated proteins, 33.5% and 45.3%, were associated with mortality and multimorbidity, respectively. There was enrichment of proteins associated with inflammation and extracellular matrix as well as senescence-associated secretory proteins. A 76-protein proteomic age signature predicted accumulation of chronic diseases and all-cause mortality. These data support the use of proteomic biomarkers to monitor aging trajectories and to identify individuals at higher risk of disease to be targeted for in depth diagnostic procedures and early interventions.
AbstractList Older age is a strong shared risk factor for many chronic diseases, and there is increasing interest in identifying aging biomarkers. Here, a proteomic analysis of 1301 plasma proteins was conducted in 997 individuals between 21 and 102 years of age. We identified 651 proteins associated with age (506 over-represented, 145 underrepresented with age). Mediation analysis suggested a role for partial cis -epigenetic control of protein expression with age. Of the age-associated proteins, 33.5% and 45.3%, were associated with mortality and multimorbidity, respectively. There was enrichment of proteins associated with inflammation and extracellular matrix as well as senescence-associated secretory proteins. A 76-protein proteomic age signature predicted accumulation of chronic diseases and all-cause mortality. These data support the use of proteomic biomarkers to monitor aging trajectories and to identify individuals at higher risk of disease to be targeted for in depth diagnostic procedures and early interventions.
Older age is a strong shared risk factor for many chronic diseases, and there is increasing interest in identifying aging biomarkers. Here, a proteomic analysis of 1301 plasma proteins was conducted in 997 individuals between 21 and 102 years of age. We identified 651 proteins associated with age (506 over-represented, 145 underrepresented with age). Mediation analysis suggested a role for partial cis-epigenetic control of protein expression with age. Of the age-associated proteins, 33.5% and 45.3%, were associated with mortality and multimorbidity, respectively. There was enrichment of proteins associated with inflammation and extracellular matrix as well as senescence-associated secretory proteins. A 76-protein proteomic age signature predicted accumulation of chronic diseases and all-cause mortality. These data support the use of proteomic biomarkers to monitor aging trajectories and to identify individuals at higher risk of disease to be targeted for in depth diagnostic procedures and early interventions.
Older age is a strong shared risk factor for many chronic diseases, and there is increasing interest in identifying aging biomarkers. Here, a proteomic analysis of 1301 plasma proteins was conducted in 997 individuals between 21 and 102 years of age. We identified 651 proteins associated with age (506 over-represented, 145 underrepresented with age). Mediation analysis suggested a role for partial cis-epigenetic control of protein expression with age. Of the age-associated proteins, 33.5% and 45.3%, were associated with mortality and multimorbidity, respectively. There was enrichment of proteins associated with inflammation and extracellular matrix as well as senescence-associated secretory proteins. A 76-protein proteomic age signature predicted accumulation of chronic diseases and all-cause mortality. These data support the use of proteomic biomarkers to monitor aging trajectories and to identify individuals at higher risk of disease to be targeted for in depth diagnostic procedures and early interventions.Older age is a strong shared risk factor for many chronic diseases, and there is increasing interest in identifying aging biomarkers. Here, a proteomic analysis of 1301 plasma proteins was conducted in 997 individuals between 21 and 102 years of age. We identified 651 proteins associated with age (506 over-represented, 145 underrepresented with age). Mediation analysis suggested a role for partial cis-epigenetic control of protein expression with age. Of the age-associated proteins, 33.5% and 45.3%, were associated with mortality and multimorbidity, respectively. There was enrichment of proteins associated with inflammation and extracellular matrix as well as senescence-associated secretory proteins. A 76-protein proteomic age signature predicted accumulation of chronic diseases and all-cause mortality. These data support the use of proteomic biomarkers to monitor aging trajectories and to identify individuals at higher risk of disease to be targeted for in depth diagnostic procedures and early interventions.
Older age is a strong shared risk factor for many chronic diseases, and there is increasing interest in identifying aging biomarkers. Here, a proteomic analysis of 1301 plasma proteins was conducted in 997 individuals between 21 and 102 years of age. We identified 651 proteins associated with age (506 over-represented, 145 underrepresented with age). Mediation analysis suggested a role for partial -epigenetic control of protein expression with age. Of the age-associated proteins, 33.5% and 45.3%, were associated with mortality and multimorbidity, respectively. There was enrichment of proteins associated with inflammation and extracellular matrix as well as senescence-associated secretory proteins. A 76-protein proteomic age signature predicted accumulation of chronic diseases and all-cause mortality. These data support the use of proteomic biomarkers to monitor aging trajectories and to identify individuals at higher risk of disease to be targeted for in depth diagnostic procedures and early interventions.
Author Fantoni, Giovanna
Tanaka, Toshiko
Moore, Ann Z
Bandinelli, Stefania
Schilling, Birgit
Basisty, Nathan
Candia, Julián
Biancotto, Angelique
Ferrucci, Luigi
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  organization: The Buck Institute for Research on Aging, Novato, United States
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  orcidid: 0000-0001-5793-8989
  surname: Candia
  fullname: Candia, Julián
  organization: Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, United States
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  surname: Schilling
  fullname: Schilling, Birgit
  organization: The Buck Institute for Research on Aging, Novato, United States
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  surname: Bandinelli
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– sequence: 9
  givenname: Luigi
  orcidid: 0000-0002-6273-1613
  surname: Ferrucci
  fullname: Ferrucci, Luigi
  organization: Translational Gerontology Branch, National Institute on Aging, NIH, Baltimore, United States
BackLink https://www.ncbi.nlm.nih.gov/pubmed/33210602$$D View this record in MEDLINE/PubMed
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Cites_doi 10.1038/s41586-018-0175-2
10.1038/nature11234
10.1093/gerona/glu127
10.1007/s11357-016-9954-6
10.1007/978-0-387-98141-3
10.1016/S0021-9258(20)80459-1
10.1359/jbmr.071117
10.1371/journal.pmed.0050093
10.1016/j.pharmthera.2019.02.008
10.1016/S0021-9258(18)77182-2
10.2500/aap.2016.37.3932
10.1007/s00335-013-9448-0
10.1111/acel.12799
10.1186/s13148-016-0228-z
10.1186/gb-2014-15-2-r24
10.1371/journal.pone.0014821
10.7554/eLife.34408
10.1093/gerona/glu121
10.1038/ng.328
10.1016/j.bcp.2011.11.003
10.2337/dc16-2175
10.1093/gerona/glv118
10.1007/s10585-014-9687-9
10.1371/journal.pgen.1006565
10.1371/journal.pbio.0060301
10.18632/aging.101020
10.18632/aging.101414
10.1093/bioinformatics/btq340
10.4137/CCRPM.S23285
10.1093/ije/dyv080
10.1161/CIRCULATIONAHA.119.040180
10.3389/fneur.2015.00236
10.1056/NEJM199807303390507
10.1371/journal.pone.0078797
10.1111/acel.13132
10.1177/0962280219851817
10.1186/1471-2164-14-293
10.1097/SHK.0000000000000845
10.1016/S1043-2760(03)00113-9
10.1681/ASN.2013070703
10.18632/aging.101684
10.1371/journal.pone.0185307
10.1007/s00221-019-05644-6
10.1016/j.celrep.2019.08.049
10.1371/journal.pone.0045069
10.1038/s41591-019-0673-2
10.1093/jnci/90.19.1468
10.1111/acel.13013
10.2307/270723
10.1007/s12017-016-8439-1
10.1016/S0140-6736(94)92690-5
10.1007/s00439-019-01971-4
10.1371/journal.pbio.3000599
10.1006/bbrc.1999.1986
10.1093/hmg/ddt575
10.1111/j.1365-2133.1990.tb07285.x
10.1093/ageing/afz022
10.1161/CIRCULATIONAHA.110.979740
10.1186/gb-2013-14-10-r115
10.1093/nar/gks1055
10.1001/jamacardio.2018.3811
10.1037/0022-3514.51.6.1173
10.1038/srep30057
10.1038/s41598-017-14755-5
10.18632/aging.100809
10.5334/jors.166
10.1002/sim.3034
10.1373/clinchem.2013.205716
10.1111/j.1532-5415.2000.tb03873.x
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Keywords computational biology
global health
systems biology
epidemiology
proteomics
aging
biomarker
healthspan
human
Language English
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References Shapiro (bib56) 1993; 268
Fabbri (bib25) 2015; 70
Zuliani (bib72) 2017; 12
Cheung (bib17) 2017; 5
Baek (bib3) 2019; 198
Chang (bib14) 2015; 32
ActiFE study group (bib1) 2019; 48
Pan (bib49) 2015; 26
Sjögren (bib58) 2000; 267
Wiedow (bib68) 1990; 265
Moore (bib44) 2016; 71
Perna (bib50) 2016; 8
Levin (bib38) 1998; 339
Horvath (bib32) 2013; 14
Pidsley (bib51) 2013; 14
Newton-Cheh (bib46) 2009; 41
Coppé (bib20) 2008; 6
Chong (bib18) 2019; 140
Osawa (bib48) 2020; 19
Lawlor (bib36) 2008; 27
Shahim (bib55) 2017; 19
Bidadkosh (bib9) 2017; 40
Ferrucci (bib27) 2000; 48
Baron (bib5) 1986; 51
Davis (bib22) 1994; 343
Basisty (bib6) 2020; 18
Fauci (bib26) 2008
Levine (bib40) 2018; 10
Tsai (bib63) 2016; 37
Menni (bib43) 2015; 70
Chen (bib16) 2016; 6
Human Microbiome Project Consortium (bib33) 2012; 486
Guo (bib29) 2019; 18
Zhang (bib71) 2014; 23
Bhat (bib8) 2012; 7
Willer (bib70) 2010; 26
Bucur (bib12) 2020; 29
Gardner (bib28) 2003; 14
Lindholm (bib41) 2018; 3
Qiu (bib52) 2019; 138
Tanaka (bib62) 2018; 17
Bowden (bib11) 2015; 44
Davis (bib23) 2013; 24
Baird (bib4) 2015; 6
Wallentin (bib64) 2013; 8
Ho (bib31) 2013; 59
Wang (bib65) 2017; 48
Alam (bib2) 2012; 83
Candia (bib13) 2017; 7
Levine (bib39) 2015; 7
Neuwirth (bib45) 2014
Joseph (bib34) 2008; 23
Di Narzo (bib24) 2017; 13
Kamburov (bib35) 2013; 41
Lehallier (bib37) 2019; 25
Chen (bib15) 2016; 8
Bertram (bib7) 2019; 237
Souttou (bib60) 1998; 90
Wickham (bib67) 2016
Colby (bib19) 2015
Sobel (bib59) 1982; 13
Ohkouchi (bib47) 2015; 9
Rosas (bib53) 2008; 5
Daniels (bib21) 2011; 123
Schalkwijk (bib54) 1990; 122
Bocklandt (bib10) 2011; 6
Sierra (bib57) 2017; 39
Wiley (bib69) 2019; 28
Lu (bib42) 2019; 11
Sun (bib61) 2018; 558
Weidner (bib66) 2014; 15
Hemani (bib30) 2018; 7
References_xml – volume: 558
  start-page: 73
  year: 2018
  ident: bib61
  article-title: Genomic atlas of the human plasma proteome
  publication-title: Nature
  doi: 10.1038/s41586-018-0175-2
– volume: 486
  start-page: 207
  year: 2012
  ident: bib33
  article-title: Structure, function and diversity of the healthy human microbiome
  publication-title: Nature
  doi: 10.1038/nature11234
– volume: 70
  start-page: 63
  year: 2015
  ident: bib25
  article-title: Aging and the burden of multimorbidity: associations with inflammatory and anabolic hormonal biomarkers
  publication-title: The Journals of Gerontology: Series A
  doi: 10.1093/gerona/glu127
– volume: 39
  start-page: 1
  year: 2017
  ident: bib57
  article-title: Geroscience and the trans-NIH geroscience interest group, GSIG
  publication-title: GeroScience
  doi: 10.1007/s11357-016-9954-6
– volume-title: Ggplot2: Elegant Graphics for Data Analysis
  year: 2016
  ident: bib67
  doi: 10.1007/978-0-387-98141-3
– volume: 268
  start-page: 23824
  year: 1993
  ident: bib56
  article-title: Cloning and characterization of a unique elastolytic metalloproteinase produced by human alveolar macrophages
  publication-title: The Journal of Biological Chemistry
  doi: 10.1016/S0021-9258(20)80459-1
– volume: 23
  start-page: 721
  year: 2008
  ident: bib34
  article-title: Effects of growth hormone administration on bone mineral metabolism, PTH sensitivity and PTH secretory rhythm in postmenopausal women with established osteoporosis
  publication-title: Journal of Bone and Mineral Research
  doi: 10.1359/jbmr.071117
– volume: 5
  year: 2008
  ident: bib53
  article-title: MMP1 and MMP7 as potential peripheral blood biomarkers in idiopathic pulmonary fibrosis
  publication-title: PLOS Medicine
  doi: 10.1371/journal.pmed.0050093
– volume: 198
  start-page: 46
  year: 2019
  ident: bib3
  article-title: Growth differentiation factor 15 (GDF15): A survival protein with therapeutic potential in metabolic diseases
  publication-title: Pharmacology & Therapeutics
  doi: 10.1016/j.pharmthera.2019.02.008
– volume: 265
  start-page: 14791
  year: 1990
  ident: bib68
  article-title: Elafin: an elastase-specific inhibitor of human skin purification, characterization, and complete amino acid sequence
  publication-title: The Journal of Biological Chemistry
  doi: 10.1016/S0021-9258(18)77182-2
– volume: 37
  start-page: 15
  year: 2016
  ident: bib63
  article-title: Protective effects of elafin against adult asthma
  publication-title: Allergy and Asthma Proceedings
  doi: 10.2500/aap.2016.37.3932
– volume: 24
  start-page: 105
  year: 2013
  ident: bib23
  article-title: Genome-wide association mapping of blood cell traits in mice
  publication-title: Mammalian Genome
  doi: 10.1007/s00335-013-9448-0
– volume: 17
  year: 2018
  ident: bib62
  article-title: Plasma proteomic signature of age in healthy humans
  publication-title: Aging Cell
  doi: 10.1111/acel.12799
– volume: 8
  year: 2016
  ident: bib50
  article-title: Epigenetic age acceleration predicts Cancer, cardiovascular, and all-cause mortality in a german case cohort
  publication-title: Clinical Epigenetics
  doi: 10.1186/s13148-016-0228-z
– volume: 15
  year: 2014
  ident: bib66
  article-title: Aging of blood can be tracked by DNA methylation changes at just three CpG sites
  publication-title: Genome Biology
  doi: 10.1186/gb-2014-15-2-r24
– volume: 6
  year: 2011
  ident: bib10
  article-title: Epigenetic predictor of age
  publication-title: PLOS ONE
  doi: 10.1371/journal.pone.0014821
– volume-title: Harrison's Principles of Internal Medicine
  year: 2008
  ident: bib26
– volume: 7
  year: 2018
  ident: bib30
  article-title: The MR-Base platform supports systematic causal inference across the human phenome
  publication-title: eLife
  doi: 10.7554/eLife.34408
– volume: 70
  start-page: 809
  year: 2015
  ident: bib43
  article-title: Circulating proteomic signatures of chronological age
  publication-title: The Journals of Gerontology: Series A
  doi: 10.1093/gerona/glu121
– volume: 41
  start-page: 348
  year: 2009
  ident: bib46
  article-title: Association of common variants in NPPA and NPPB with circulating natriuretic peptides and blood pressure
  publication-title: Nature Genetics
  doi: 10.1038/ng.328
– volume: 83
  start-page: 695
  year: 2012
  ident: bib2
  article-title: Role of the endogenous elastase inhibitor, Elafin, in cardiovascular injury: from epithelium to endothelium
  publication-title: Biochemical Pharmacology
  doi: 10.1016/j.bcp.2011.11.003
– volume: 40
  start-page: 784
  year: 2017
  ident: bib9
  article-title: Predictive properties of biomarkers GDF-15, NTproBNP, and hs-TnT for morbidity and mortality in patients with type 2 diabetes with nephropathy
  publication-title: Diabetes Care
  doi: 10.2337/dc16-2175
– volume: 71
  start-page: 1029
  year: 2016
  ident: bib44
  article-title: Change in Epigenome-Wide DNA methylation over 9 years and subsequent mortality: results from the InCHIANTI study
  publication-title: The Journals of Gerontology Series A: Biological Sciences and Medical Sciences
  doi: 10.1093/gerona/glv118
– volume: 32
  start-page: 15
  year: 2015
  ident: bib14
  article-title: STC1 expression is associated with tumor growth and metastasis in breast Cancer
  publication-title: Clinical & Experimental Metastasis
  doi: 10.1007/s10585-014-9687-9
– volume: 13
  year: 2017
  ident: bib24
  article-title: High-Throughput characterization of blood serum proteomics of IBD patients with respect to aging and genetic factors
  publication-title: PLOS Genetics
  doi: 10.1371/journal.pgen.1006565
– volume: 6
  year: 2008
  ident: bib20
  article-title: Senescence-Associated secretory phenotypes reveal Cell-Nonautonomous functions of oncogenic RAS and the p53 tumor suppressor
  publication-title: PLOS Biology
  doi: 10.1371/journal.pbio.0060301
– volume: 8
  start-page: 1844
  year: 2016
  ident: bib15
  article-title: DNA methylation-based measures of biological age: meta-analysis predicting time to death
  publication-title: Aging
  doi: 10.18632/aging.101020
– volume: 10
  start-page: 573
  year: 2018
  ident: bib40
  article-title: An epigenetic biomarker of aging for lifespan and healthspan
  publication-title: Aging
  doi: 10.18632/aging.101414
– volume-title: Color Brewer Palettes
  year: 2014
  ident: bib45
– volume: 26
  start-page: 2190
  year: 2010
  ident: bib70
  article-title: METAL: fast and efficient meta-analysis of genomewide association scans
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btq340
– volume: 9
  start-page: 91
  year: 2015
  ident: bib47
  article-title: Myriad functions of Stanniocalcin-1 (STC1) Cover multiple therapeutic targets in the complicated pathogenesis of idiopathic pulmonary fibrosis (IPF)
  publication-title: Clinical Medicine Insights: Circulatory, Respiratory and Pulmonary Medicine
  doi: 10.4137/CCRPM.S23285
– volume: 44
  start-page: 512
  year: 2015
  ident: bib11
  article-title: Mendelian randomization with invalid instruments: effect estimation and Bias detection through egger regression
  publication-title: International Journal of Epidemiology
  doi: 10.1093/ije/dyv080
– volume: 140
  start-page: 819
  year: 2019
  ident: bib18
  article-title: Novel drug targets for ischemic stroke identified through mendelian randomization analysis of the blood proteome
  publication-title: Circulation
  doi: 10.1161/CIRCULATIONAHA.119.040180
– volume: 6
  year: 2015
  ident: bib4
  article-title: Blood-Based proteomic biomarkers of Alzheimer's Disease Pathology
  publication-title: Frontiers in Neurology
  doi: 10.3389/fneur.2015.00236
– volume: 339
  start-page: 321
  year: 1998
  ident: bib38
  article-title: Natriuretic peptides
  publication-title: The New England Journal of Medicine
  doi: 10.1056/NEJM199807303390507
– volume: 8
  year: 2013
  ident: bib64
  article-title: GDF-15 for prognostication of cardiovascular and Cancer morbidity and mortality in men
  publication-title: PLOS ONE
  doi: 10.1371/journal.pone.0078797
– volume: 19
  year: 2020
  ident: bib48
  article-title: Plasma proteomic signature of the risk of developing mobility disability: a 9-year follow-up
  publication-title: Aging Cell
  doi: 10.1111/acel.13132
– volume: 29
  start-page: 1081
  year: 2020
  ident: bib12
  article-title: Inferring the direction of a causal link and estimating its effect via a bayesian mendelian randomization approach
  publication-title: Statistical Methods in Medical Research
  doi: 10.1177/0962280219851817
– volume: 14
  year: 2013
  ident: bib51
  article-title: A data-driven approach to preprocessing Illumina 450K methylation array data
  publication-title: BMC Genomics
  doi: 10.1186/1471-2164-14-293
– volume: 48
  start-page: 168
  year: 2017
  ident: bib65
  article-title: Plasma neutrophil elastase and elafin as prognostic biomarker for acute respiratory distress syndrome: a multicenter survival and longitudinal prospective observation study
  publication-title: Shock
  doi: 10.1097/SHK.0000000000000845
– volume: 14
  start-page: 411
  year: 2003
  ident: bib28
  article-title: Natriuretic peptides: markers or modulators of cardiac hypertrophy?
  publication-title: Trends in Endocrinology and Metabolism
  doi: 10.1016/S1043-2760(03)00113-9
– volume: 26
  start-page: 364
  year: 2015
  ident: bib49
  article-title: Stanniocalcin-1 inhibits renal ischemia/Reperfusion injury via an AMP-Activated protein Kinase-Dependent pathway
  publication-title: Journal of the American Society of Nephrology : JASN
  doi: 10.1681/ASN.2013070703
– volume: 11
  start-page: 303
  year: 2019
  ident: bib42
  article-title: DNA methylation GrimAge strongly predicts lifespan and healthspan
  publication-title: Aging
  doi: 10.18632/aging.101684
– volume: 12
  year: 2017
  ident: bib72
  article-title: Combining LDL-C and HDL-C to predict survival in late life: the InChianti study
  publication-title: PLOS ONE
  doi: 10.1371/journal.pone.0185307
– volume-title: Projections of the Size and Composition of the U.S. Population 2014 To 2060. U.S. Department of Commerce: Economics and Statistics Administration: U.S. Census Bureau. U.S. 
  year: 2015
  ident: bib19
– volume: 237
  start-page: 2983
  year: 2019
  ident: bib7
  article-title: Pleiotrophin increases neurite length and number of spiral ganglion neurons in vitro
  publication-title: Experimental Brain Research
  doi: 10.1007/s00221-019-05644-6
– volume: 28
  start-page: 3329
  year: 2019
  ident: bib69
  article-title: SILAC analysis reveals increased secretion of Hemostasis-Related factors by senescent cells
  publication-title: Cell Reports
  doi: 10.1016/j.celrep.2019.08.049
– volume: 7
  year: 2012
  ident: bib8
  article-title: Astrocyte senescence as a component of alzheimer's disease
  publication-title: PLOS ONE
  doi: 10.1371/journal.pone.0045069
– volume: 25
  start-page: 1843
  year: 2019
  ident: bib37
  article-title: Undulating changes in human plasma proteome profiles across the lifespan
  publication-title: Nature Medicine
  doi: 10.1038/s41591-019-0673-2
– volume: 90
  start-page: 1468
  year: 1998
  ident: bib60
  article-title: Relationship between serum concentrations of the growth factor pleiotrophin and Pleiotrophin-Positive tumors
  publication-title: JNCI: Journal of the National Cancer Institute
  doi: 10.1093/jnci/90.19.1468
– volume: 18
  year: 2019
  ident: bib29
  article-title: Senescence-associated tissue microenvironment promotes Colon cancer formation through the secretory factor GDF15
  publication-title: Aging Cell
  doi: 10.1111/acel.13013
– volume: 13
  year: 1982
  ident: bib59
  article-title: Asymptotic confidence intervals for indirect effects in structural equation models
  publication-title: Sociological Methodology
  doi: 10.2307/270723
– volume: 19
  start-page: 154
  year: 2017
  ident: bib55
  article-title: Cerebrospinal fluid Stanniocalcin-1 as a biomarker for alzheimer's Disease and Other Neurodegenerative Disorders
  publication-title: NeuroMolecular Medicine
  doi: 10.1007/s12017-016-8439-1
– volume: 343
  start-page: 440
  year: 1994
  ident: bib22
  article-title: Plasma brain natriuretic peptide in assessment of acute dyspnoea
  publication-title: The Lancet
  doi: 10.1016/S0140-6736(94)92690-5
– volume: 138
  start-page: 167
  year: 2019
  ident: bib52
  article-title: Integrative genomic analysis predicts novel functional enhancer-SNPs for bone mineral density
  publication-title: Human Genetics
  doi: 10.1007/s00439-019-01971-4
– volume: 18
  year: 2020
  ident: bib6
  article-title: A proteomic atlas of senescence-associated secretomes for aging biomarker development
  publication-title: PLOS Biology
  doi: 10.1371/journal.pbio.3000599
– volume: 267
  start-page: 603
  year: 2000
  ident: bib58
  article-title: Disproportional skeletal growth and markedly decreased bone mineral content in growth hormone receptor -/- mice
  publication-title: Biochemical and Biophysical Research Communications
  doi: 10.1006/bbrc.1999.1986
– volume: 23
  start-page: 1923
  year: 2014
  ident: bib71
  article-title: Multistage genome-wide association meta-analyses identified two new loci for bone mineral density
  publication-title: Human Molecular Genetics
  doi: 10.1093/hmg/ddt575
– volume: 122
  start-page: 631
  year: 1990
  ident: bib54
  article-title: Skin-derived antileucoproteases (SKALPs): characterization of two new elastase inhibitors from psoriatic epidermis
  publication-title: British Journal of Dermatology
  doi: 10.1111/j.1365-2133.1990.tb07285.x
– volume: 48
  start-page: 541
  year: 2019
  ident: bib1
  article-title: Association of growth differentiation factor 15 with other key biomarkers, functional parameters and mortality in community-dwelling older adults
  publication-title: Age and Ageing
  doi: 10.1093/ageing/afz022
– volume: 123
  start-page: 2101
  year: 2011
  ident: bib21
  article-title: Growth-differentiation factor-15 is a robust, independent predictor of 11-year mortality risk in community-dwelling older adults: the rancho bernardo study
  publication-title: Circulation
  doi: 10.1161/CIRCULATIONAHA.110.979740
– volume: 14
  year: 2013
  ident: bib32
  article-title: DNA methylation age of human tissues and cell types
  publication-title: Genome Biology
  doi: 10.1186/gb-2013-14-10-r115
– volume: 41
  start-page: D793
  year: 2013
  ident: bib35
  article-title: The ConsensusPathDB interaction database: 2013 update
  publication-title: Nucleic Acids Research
  doi: 10.1093/nar/gks1055
– volume: 3
  start-page: 1160
  year: 2018
  ident: bib41
  article-title: Association of multiple biomarkers with risk of All-Cause and Cause-Specific mortality after acute coronary syndromes: a secondary analysis of the PLATO biomarker study
  publication-title: JAMA Cardiology
  doi: 10.1001/jamacardio.2018.3811
– volume: 51
  start-page: 1173
  year: 1986
  ident: bib5
  article-title: The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations
  publication-title: Journal of Personality and Social Psychology
  doi: 10.1037/0022-3514.51.6.1173
– volume: 6
  year: 2016
  ident: bib16
  article-title: Plasma matrix metalloproteinase 1 improves the detection and survival prediction of esophageal squamous cell carcinoma
  publication-title: Scientific Reports
  doi: 10.1038/srep30057
– volume: 7
  year: 2017
  ident: bib13
  article-title: Assessment of variability in the SOMAscan assay
  publication-title: Scientific Reports
  doi: 10.1038/s41598-017-14755-5
– volume: 7
  start-page: 690
  year: 2015
  ident: bib39
  article-title: DNA methylation age of blood predicts future onset of lung Cancer in the women's health initiative
  publication-title: Aging
  doi: 10.18632/aging.100809
– volume: 5
  year: 2017
  ident: bib17
  article-title: Web tool for navigating and plotting SomaLogic ADAT files
  publication-title: Journal of Open Research Software
  doi: 10.5334/jors.166
– volume: 27
  start-page: 1133
  year: 2008
  ident: bib36
  article-title: Mendelian randomization: using genes as instruments for making causal inferences in epidemiology
  publication-title: Statistics in Medicine
  doi: 10.1002/sim.3034
– volume: 59
  start-page: 1613
  year: 2013
  ident: bib31
  article-title: Biomarkers of cardiovascular stress and incident chronic kidney disease
  publication-title: Clinical Chemistry
  doi: 10.1373/clinchem.2013.205716
– volume: 48
  start-page: 1618
  year: 2000
  ident: bib27
  article-title: Subsystems contributing to the decline in ability to walk: bridging the gap between epidemiology and geriatric practice in the InCHIANTI study
  publication-title: Journal of the American Geriatrics Society
  doi: 10.1111/j.1532-5415.2000.tb03873.x
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Snippet Older age is a strong shared risk factor for many chronic diseases, and there is increasing interest in identifying aging biomarkers. Here, a proteomic...
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SubjectTerms Adult
Aged
Aged, 80 and over
aging
Aging - blood
Aging - physiology
biomarker
Biomarkers - blood
Blood Proteins - physiology
Computational and Systems Biology
Epidemiology and Global Health
Female
healthspan
Humans
Male
Middle Aged
Proteomics
Risk Factors
Young Adult
Title Plasma proteomic biomarker signature of age predicts health and life span
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https://www.proquest.com/docview/2462415243
https://pubmed.ncbi.nlm.nih.gov/PMC7723412
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Volume 9
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