Metabolomic profiling identifies complex lipid species and amino acid analogues associated with response to weight loss interventions.

Obesity is an epidemic internationally. While weight loss interventions are efficacious, they are compounded by heterogeneity with regards to clinically relevant metabolic responses. Thus, we sought to identify metabolic biomarkers that are associated with beneficial metabolic changes to weight loss...

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Main Authors: Nathan A Bihlmeyer, Lydia Coulter Kwee, Clary B Clish, Amy Anderson Deik, Robert E Gerszten, Neha J Pagidipati, Blandine Laferrère, Laura P Svetkey, Christopher B Newgard, William E Kraus, Svati H Shah
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0240764
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spelling doaj-411ee50441d3462a8896a1a30b7353c82021-06-13T04:30:33ZengPublic Library of Science (PLoS)PLoS ONE1932-62032021-01-01165e024076410.1371/journal.pone.0240764Metabolomic profiling identifies complex lipid species and amino acid analogues associated with response to weight loss interventions.Nathan A BihlmeyerLydia Coulter KweeClary B ClishAmy Anderson DeikRobert E GersztenNeha J PagidipatiBlandine LaferrèreLaura P SvetkeyChristopher B NewgardWilliam E KrausSvati H ShahObesity is an epidemic internationally. While weight loss interventions are efficacious, they are compounded by heterogeneity with regards to clinically relevant metabolic responses. Thus, we sought to identify metabolic biomarkers that are associated with beneficial metabolic changes to weight loss and which distinguish individuals with obesity who would most benefit from a given type of intervention. Liquid chromatography mass spectrometry-based profiling was used to measure 765 metabolites in baseline plasma from three different weight loss studies: WLM (behavioral intervention, N = 443), STRRIDE-PD (exercise intervention, N = 163), and CBD (surgical cohort, N = 125). The primary outcome was percent change in insulin resistance (as measured by the Homeostatic Model Assessment of Insulin Resistance [%ΔHOMA-IR]) over the intervention. Overall, 92 individual metabolites were associated with %ΔHOMA-IR after adjustment for multiple comparisons. Concordantly, the most significant metabolites were triacylglycerols (TAGs; p = 2.3e-5) and diacylglycerols (DAGs; p = 1.6e-4), with higher baseline TAG and DAG levels associated with a greater improvement in insulin resistance with weight loss. In tests of heterogeneity, 50 metabolites changed differently between weight loss interventions; we found amino acids, peptides, and their analogues to be most significant (4.7e-3) in this category. Our results highlight novel metabolic pathways associated with heterogeneity in response to weight loss interventions, and related biomarkers which could be used in future studies of personalized approaches to weight loss interventions.https://doi.org/10.1371/journal.pone.0240764
collection DOAJ
language English
format Article
sources DOAJ
author Nathan A Bihlmeyer
Lydia Coulter Kwee
Clary B Clish
Amy Anderson Deik
Robert E Gerszten
Neha J Pagidipati
Blandine Laferrère
Laura P Svetkey
Christopher B Newgard
William E Kraus
Svati H Shah
spellingShingle Nathan A Bihlmeyer
Lydia Coulter Kwee
Clary B Clish
Amy Anderson Deik
Robert E Gerszten
Neha J Pagidipati
Blandine Laferrère
Laura P Svetkey
Christopher B Newgard
William E Kraus
Svati H Shah
Metabolomic profiling identifies complex lipid species and amino acid analogues associated with response to weight loss interventions.
PLoS ONE
author_facet Nathan A Bihlmeyer
Lydia Coulter Kwee
Clary B Clish
Amy Anderson Deik
Robert E Gerszten
Neha J Pagidipati
Blandine Laferrère
Laura P Svetkey
Christopher B Newgard
William E Kraus
Svati H Shah
author_sort Nathan A Bihlmeyer
title Metabolomic profiling identifies complex lipid species and amino acid analogues associated with response to weight loss interventions.
title_short Metabolomic profiling identifies complex lipid species and amino acid analogues associated with response to weight loss interventions.
title_full Metabolomic profiling identifies complex lipid species and amino acid analogues associated with response to weight loss interventions.
title_fullStr Metabolomic profiling identifies complex lipid species and amino acid analogues associated with response to weight loss interventions.
title_full_unstemmed Metabolomic profiling identifies complex lipid species and amino acid analogues associated with response to weight loss interventions.
title_sort metabolomic profiling identifies complex lipid species and amino acid analogues associated with response to weight loss interventions.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2021-01-01
description Obesity is an epidemic internationally. While weight loss interventions are efficacious, they are compounded by heterogeneity with regards to clinically relevant metabolic responses. Thus, we sought to identify metabolic biomarkers that are associated with beneficial metabolic changes to weight loss and which distinguish individuals with obesity who would most benefit from a given type of intervention. Liquid chromatography mass spectrometry-based profiling was used to measure 765 metabolites in baseline plasma from three different weight loss studies: WLM (behavioral intervention, N = 443), STRRIDE-PD (exercise intervention, N = 163), and CBD (surgical cohort, N = 125). The primary outcome was percent change in insulin resistance (as measured by the Homeostatic Model Assessment of Insulin Resistance [%ΔHOMA-IR]) over the intervention. Overall, 92 individual metabolites were associated with %ΔHOMA-IR after adjustment for multiple comparisons. Concordantly, the most significant metabolites were triacylglycerols (TAGs; p = 2.3e-5) and diacylglycerols (DAGs; p = 1.6e-4), with higher baseline TAG and DAG levels associated with a greater improvement in insulin resistance with weight loss. In tests of heterogeneity, 50 metabolites changed differently between weight loss interventions; we found amino acids, peptides, and their analogues to be most significant (4.7e-3) in this category. Our results highlight novel metabolic pathways associated with heterogeneity in response to weight loss interventions, and related biomarkers which could be used in future studies of personalized approaches to weight loss interventions.
url https://doi.org/10.1371/journal.pone.0240764
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