Plasma proteomic signature of human longevity

被引:2
|
作者
Liu, Xiaojuan [1 ]
Axelsson, Gisli Thor [2 ,3 ]
Newman, Anne B. [4 ]
Psaty, Bruce M. [5 ,6 ,7 ]
Boudreau, Robert M. [4 ]
Wu, Chenkai [8 ]
Arnold, Alice M. [9 ]
Aspelund, Thor [2 ,3 ]
Austin, Thomas R. [10 ]
Gardin, Julius M. [11 ]
Siggeirsdottir, Kristin [3 ,12 ]
Tracy, Russell P. [13 ,14 ]
Gerszten, Robert E. [15 ]
Launer, Lenore J. [16 ]
Jennings, Lori L. [17 ]
Gudnason, Vilmundur [2 ,3 ]
Sanders, Jason L. [18 ]
Odden, Michelle C. [1 ,19 ,20 ]
机构
[1] Stanford Univ, Sch Med, Dept Epidemiol & Populat Hlth, Stanford, CA USA
[2] Univ Iceland, Fac Med, Reykjavik, Iceland
[3] Iceland Heart Assoc, Kopavogur, Iceland
[4] Univ Pittsburgh, Dept Epidemiol, Pittsburgh, PA USA
[5] Univ Washington, Dept Med, Cardiovasc Hlth Res Unit, Seattle, WA USA
[6] Univ Washington, Dept Epidemiol, Cardiovasc Hlth Res Unit, Seattle, WA USA
[7] Univ Washington, Dept Hlth Syst & Populat Hlth, Cardiovasc Hlth Res Unit, Seattle, WA USA
[8] Duke Kunshan Univ, Global Hlth Res Ctr, Kunshan, Peoples R China
[9] Univ Washington, Dept Biostat, Seattle, WA USA
[10] Univ Washington, Dept Epidemiol, Seattle, WA USA
[11] Rutgers New Jersey Med Sch, Dept Med, Div Cardiol, Newark, NJ USA
[12] Janus Rehabil, Reykjavik, Iceland
[13] Univ Vermont, Robert Larner MD Coll Med, Dept Pathol & Lab Med, Burlington, VT USA
[14] Univ Vermont, Robert Larner MD Coll Med, Dept Biochem, Burlington, VT 05405 USA
[15] Harvard Med Sch, Beth Israel Deaconess Med Ctr, Div Cardiovasc Med, Boston, MA USA
[16] NIA, Lab Epidemiol & Populat Sci, Intramural Res Program, Bethesda, MD USA
[17] Novartis Biomed Res, Cambridge, MA USA
[18] Vertex Pharmaceut Inc, Boston, MA USA
[19] VA Palo Alto Hlth Care Syst, Geriatr Res Educ & Clin Ctr, Palo Alto, CA USA
[20] Stanford Univ, Sch Med, Dept Epidemiol & Populat Hlth, 1701 Page Mill Rd, Palo Alto, CA 94304 USA
关键词
aging; longevity; proteomics; NATRIURETIC PEPTIDE; COGNITIVE FUNCTION; BLOOD-PRESSURE; AGE; BIOMARKERS; MORTALITY; EPIDEMIOLOGY; ASSOCIATION;
D O I
10.1111/acel.14136
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
The identification of protein targets that exhibit anti-aging clinical potential could inform interventions to lengthen the human health span. Most previous proteomics research has been focused on chronological age instead of longevity. We leveraged two large population-based prospective cohorts with long follow-ups to evaluate the proteomic signature of longevity defined by survival to 90 years of age. Plasma proteomics was measured using a SOMAscan assay in 3067 participants from the Cardiovascular Health Study (discovery cohort) and 4690 participants from the Age Gene/Environment Susceptibility-Reykjavik Study (replication cohort). Logistic regression identified 211 significant proteins in the CHS cohort using a Bonferroni-adjusted threshold, of which 168 were available in the replication cohort and 105 were replicated (corrected p value <0.05). The most significant proteins were GDF-15 and N-terminal pro-BNP in both cohorts. A parsimonious protein-based prediction model was built using 33 proteins selected by LASSO with 10-fold cross-validation and validated using 27 available proteins in the validation cohort. This protein model outperformed a basic model using traditional factors (demographics, height, weight, and smoking) by improving the AUC from 0.658 to 0.748 in the discovery cohort and from 0.755 to 0.802 in the validation cohort. We also found that the associations of 169 out of 211 proteins were partially mediated by physical and/or cognitive function. These findings could contribute to the identification of biomarkers and pathways of aging and potential therapeutic targets to delay aging and age-related diseases.
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页数:14
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