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Publication Information
Affiliation
Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 2024 E. Monument St., Baltimore, MD, 21287, USA.; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 2024 E. Monument St., Baltimore, MD, 21287, USA.; Nephrology Division and Endocrine Unit, Massachusetts General Hospital, Boston, MA, USA.; Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, USA.; Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, USA.; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 2024 E. Monument St., Baltimore, MD, 21287, USA.; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 2024 E. Monument St., Baltimore, MD, 21287, USA.; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 2024 E. Monument St., Baltimore, MD, 21287, USA. pschlos3@jhu.edu.
Authors
Zhou Linda, Surapaneni Aditya, Rhee Eugene P, Yu Bing, Boerwinkle Eric, Coresh Josef, Grams Morgan E, Schlosser Pascal
Studies
Abstract
Proteins and metabolites are essential for many biological functions and often linked through enzymatic or transport reactions. Individual molecules have been associated with all-cause mortality. Many of these are correlated and might jointly represent pathways or endophenotypes involved in diseases.