Literature DB >> 29090929

Age and Sex Effects on Plasma Metabolite Association Networks in Healthy Subjects.

Alessia Vignoli1, Leonardo Tenori1,2, Claudio Luchinat1,3, Edoardo Saccenti4.   

Abstract

In the era of precision medicine, the analysis of simple information like sex and age can increase the potential to better diagnose and treat conditions that occur more frequently in one of the two sexes, present sex-specific symptoms and outcomes, or are characteristic of a specific age group. We present here a study of the association networks constructed from an array of 22 plasma metabolites measured on a cohort of 844 healthy blood donors. Through differential network analysis we show that specific association networks can be associated with sex and age: Different connectivity patterns were observed, suggesting sex-related variability in several metabolic pathways (branched-chain amino acids, ketone bodies, and propanoate metabolism). Reduction in metabolite hub connectivity was also found to be associated with age in both sex groups. Network analysis was complemented with standard univariate and multivariate statistical analysis that revealed age- and sex-specific metabolic signatures. Our results demonstrate that the characterization of metabolite-metabolite association networks is a promising and powerful tool to investigate the human phenotype at a molecular level.

Entities:  

Keywords:  NMR; differential network analysis; metabolism; metabolomics; network inference

Mesh:

Year:  2017        PMID: 29090929     DOI: 10.1021/acs.jproteome.7b00404

Source DB:  PubMed          Journal:  J Proteome Res        ISSN: 1535-3893            Impact factor:   4.466


  29 in total

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Authors:  Jiahong Sun; Wenqing Ding; Xue Liu; Min Zhao; Bo Xi
Journal:  J Hum Hypertens       Date:  2021-09-03       Impact factor: 2.877

3.  Sex and puberty-related differences in metabolomic profiles associated with adiposity measures in youth with obesity.

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Journal:  Metabolomics       Date:  2019-05-03       Impact factor: 4.290

Review 4.  Sex as an important factor in nanomedicine.

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Review 5.  Precision Oncology via NMR-Based Metabolomics: A Review on Breast Cancer.

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Journal:  Cancers (Basel)       Date:  2021-04-30       Impact factor: 6.639

7.  Mortality after red blood cell transfusions from previously pregnant donors: complexities in the interpretation of large data.

Authors:  Susan Kuldanek; Christopher C Silliman
Journal:  J Thorac Dis       Date:  2018-02       Impact factor: 3.005

8.  Discovery of donor age markers from bloodstain by LC-MS/MS using a metabolic approach.

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Journal:  Int J Legal Med       Date:  2021-07-03       Impact factor: 2.686

9.  Exploration of Blood Lipoprotein and Lipid Fraction Profiles in Healthy Subjects through Integrated Univariate, Multivariate, and Network Analysis Reveals Association of Lipase Activity and Cholesterol Esterification with Sex and Age.

Authors:  Yasmijn Balder; Alessia Vignoli; Leonardo Tenori; Claudio Luchinat; Edoardo Saccenti
Journal:  Metabolites       Date:  2021-05-18

10.  Metabolomic signatures of the short-term exposure to air pollution and temperature.

Authors:  Feiby L Nassan; Rachel S Kelly; Petros Koutrakis; Pantel S Vokonas; Jessica A Lasky-Su; Joel D Schwartz
Journal:  Environ Res       Date:  2021-06-24       Impact factor: 8.431

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