Comprehensive Metabolomic Profiling and Incident Cardiovascular Disease: A Systematic Review
Article 2017 en
Authors
MR
Miguel Ruiz‐Canela
AH
Adela Hruby
CC
Clary B. Clish
Abstract
1 min read
Background Metabolomics is a promising tool of cardiovascular biomarker discovery. We systematically reviewed the literature on comprehensive metabolomic profiling in association with incident cardiovascular disease ( CVD ). Methods and Results We searched MEDLINE and EMBASE from inception to January 2016. Studies were eligible if they pertained to adult humans; followed an agnostic and/or comprehensive approach; used serum or plasma (not urine or other biospecimens); conducted metabolite profiling at baseline in the context of examining prospective disease; and included myocardial infarction, stroke, and/or CVD death in the CVD outcome definition. We identified 12 original articles (9 cohort and 3 nested case‐control studies); participant numbers ranged from 67 to 7256. Mass spectrometry was the predominant analytical method. The number and chemical diversity of metabolites were very heterogeneous, ranging from 31 to >10 000 features. Four studies used untargeted profiling. Different types of metabolites were associated with CVD risk: acylcarnitines, dicarboxylacylcarnitines, and several amino acids and lipid classes. Only tiny improvements in CVD prediction beyond traditional risk factors were observed using these metabolites (C index improvement ranged from 0.006 to 0.05). Conclusions There are a limited number of longitudinal studies assessing associations between comprehensive metabolomic profiles and CVD risk. Quantitatively synthesizing the literature is challenging because of the widely varying analytical tools and the diversity of methodological and statistical approaches. Although some results are promising, more research is needed, notably standardization of metabolomic techniques and statistical approaches. Replication and combinations of novel and holistic methodological approaches would move the field toward the realization of its promise.
Chung‐Ho E. Lau, Maria Manou, Georgios Markozannes, Mika Ala‐Korpela, Yoav Ben‐Shlomo, Nish Chaturvedi, Jorgen Engmann, Aleksandra Gentry‐Maharaj, Karl‐Heinz Herzig, Aroon D. Hingorani, Paul M Ridker, Mika Kähönen, Mika Kivimäki, Terho Lehtimäki, Saara Marttila, Usha Menon, Patricia B. Munroe, Saranya Palaniswamy, Rui Providência, Olli T. Raitakari, Amand F. Schmidt, Sylvain Sebért, Andrew Wong, Paolo Vineis, Ioanna Tzoulaki, Oliver Robinson
Santiago Ríos, Jesús García‐Gavilán, Nancy Babió, Indira Paz‐Graniel, Miguel Ruiz‐Canela, Liming Liang, Clary B. Clish, Estefanía Toledo, Dolores Corella, Ramón Estruch, Emilio Ros, Montserrat Fitó, Fernando Arós, Miquel Fiol, Marta Guasch‐Ferré, José Manuel Santos‐Lozano, Jun Li, Cristina Razquín, Miguel Ángel Martínez‐González, Frank B Hu,
Yi Li, Ayana R Gray, Liying Xue, Melissa G. Farb, Nir Ayalon, Charlotte Andersson, Darae Ko, Emelia Benjamin, Daniel Levy, Ramachandran S. Vasan, Martin G. Larson, Jian Rong, Vanessa Xanthakis, Chunyu Liu, Jessica L. Fetterman, Deepa M. Gopal
Discussion(0)
No comments yet. Be the first to comment.