Cargando…

High-Protein Supplementation and Neuromuscular Electric Stimulation after Aneurysmal Subarachnoid Hemorrhage Increases Systemic Amino Acid and Oxidative Metabolism: A Plasma Metabolomics Approach

Background The INSPIRE randomized clinical trial demonstrated that a high protein diet (HPRO) combined with neuromuscular electrical stimulation (NMES) attenuates muscle atrophy and may improve functional outcomes after aSAH. Using an untargeted metabolomics approach, we sought to identify specific...

Descripción completa

Detalles Bibliográficos
Autores principales: Gusdon, Aaron M, Savarraj, Jude PJ, Feng, Dians, Starkman, Adam, Li, Guoyan, Bodanapally, Uttam, Zimmerman, William Denny, Ryan, Alice S, Choi, Huimahn A, Badjatia, Neeraj
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Journal Experts 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10680941/
https://www.ncbi.nlm.nih.gov/pubmed/38014126
http://dx.doi.org/10.21203/rs.3.rs-3600439/v1
_version_ 1785150748180348928
author Gusdon, Aaron M
Savarraj, Jude PJ
Feng, Dians
Starkman, Adam
Li, Guoyan
Bodanapally, Uttam
Zimmerman, William Denny
Ryan, Alice S
Choi, Huimahn A
Badjatia, Neeraj
author_facet Gusdon, Aaron M
Savarraj, Jude PJ
Feng, Dians
Starkman, Adam
Li, Guoyan
Bodanapally, Uttam
Zimmerman, William Denny
Ryan, Alice S
Choi, Huimahn A
Badjatia, Neeraj
author_sort Gusdon, Aaron M
collection PubMed
description Background The INSPIRE randomized clinical trial demonstrated that a high protein diet (HPRO) combined with neuromuscular electrical stimulation (NMES) attenuates muscle atrophy and may improve functional outcomes after aSAH. Using an untargeted metabolomics approach, we sought to identify specific metabolites mediating these effects. Methods Blood samples were collected from subjects on admission prior to randomization to either standard of care (SOC; N=12) or HPRO+NMES (N=12) and at 7 days as part of the INSPIRE protocol. Untargeted metabolomics were performed for each plasma sample. Paired fold changes were calculated for each metabolite among subjects in the HPRO+NMES group at baseline and 7 days after intervention. Changes in metabolites from baseline to 7 days were compared for the HPRO+NMES and SOC groups. Sparse partial least squared discriminant analysis (sPLS-DA) identified metabolites discriminating each group. Pearson’s correlation coefficients were calculated between each metabolite and total protein per day, nitrogen balance, and muscle volume Multivariable models were developed to determine associations between each metabolite and muscle volume. Results A total of 18 unique metabolites were identified including pre and post treatment and differentiating SOC vs HPRO+NMES. Of these, 9 had significant positive correlations with protein intake: N-acetylserine (ρ=0.61, P =1.56x10 (-3) ), N-acetylleucine (ρ=0.58, P =2.97x10 (-3) ), β-hydroxyisovaleroylcarnitine (ρ=0.53, P =8.35x10 (-3) ), tiglyl carnitine (ρ=0.48, P =0.0168), N-acetylisoleucine (ρ=0.48, P =0.0183), N-acetylthreonine (ρ=0.47, P =0.0218), N-acetylkynurenine (ρ=0.45, P =0.0263), N-acetylvaline (ρ=0.44, P =0.0306), and urea (ρ=0.43, P =0.0381). In multivariable regression models, N-acetylleucine was significantly associated with preserved temporalis [OR 1.08 (95%CI 1.01, 1.16)] and quadricep [OR 1.08 (95%CI 1.02, 1.15)] muscle volume. Quinolinate was also significantly associated with preserved temporalis [OR 1.05 (95%CI 1.01, 1.09)] and quadricep [OR 1.04 (95%CI 1.00, 1.07)] muscle volume. N-acetylserine, N-acetylcitrulline, and b-hydroxyisovaleroylcarnitine were also associated with preserved temporalis or quadricep volume. Conclusions Metabolites defining the HPRO+NMES intervention mainly consisted of amino acid derivatives. These metabolites had strong correlations with protein intake and were associated with preserved muscle volume.
format Online
Article
Text
id pubmed-10680941
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher American Journal Experts
record_format MEDLINE/PubMed
spelling pubmed-106809412023-11-27 High-Protein Supplementation and Neuromuscular Electric Stimulation after Aneurysmal Subarachnoid Hemorrhage Increases Systemic Amino Acid and Oxidative Metabolism: A Plasma Metabolomics Approach Gusdon, Aaron M Savarraj, Jude PJ Feng, Dians Starkman, Adam Li, Guoyan Bodanapally, Uttam Zimmerman, William Denny Ryan, Alice S Choi, Huimahn A Badjatia, Neeraj Res Sq Article Background The INSPIRE randomized clinical trial demonstrated that a high protein diet (HPRO) combined with neuromuscular electrical stimulation (NMES) attenuates muscle atrophy and may improve functional outcomes after aSAH. Using an untargeted metabolomics approach, we sought to identify specific metabolites mediating these effects. Methods Blood samples were collected from subjects on admission prior to randomization to either standard of care (SOC; N=12) or HPRO+NMES (N=12) and at 7 days as part of the INSPIRE protocol. Untargeted metabolomics were performed for each plasma sample. Paired fold changes were calculated for each metabolite among subjects in the HPRO+NMES group at baseline and 7 days after intervention. Changes in metabolites from baseline to 7 days were compared for the HPRO+NMES and SOC groups. Sparse partial least squared discriminant analysis (sPLS-DA) identified metabolites discriminating each group. Pearson’s correlation coefficients were calculated between each metabolite and total protein per day, nitrogen balance, and muscle volume Multivariable models were developed to determine associations between each metabolite and muscle volume. Results A total of 18 unique metabolites were identified including pre and post treatment and differentiating SOC vs HPRO+NMES. Of these, 9 had significant positive correlations with protein intake: N-acetylserine (ρ=0.61, P =1.56x10 (-3) ), N-acetylleucine (ρ=0.58, P =2.97x10 (-3) ), β-hydroxyisovaleroylcarnitine (ρ=0.53, P =8.35x10 (-3) ), tiglyl carnitine (ρ=0.48, P =0.0168), N-acetylisoleucine (ρ=0.48, P =0.0183), N-acetylthreonine (ρ=0.47, P =0.0218), N-acetylkynurenine (ρ=0.45, P =0.0263), N-acetylvaline (ρ=0.44, P =0.0306), and urea (ρ=0.43, P =0.0381). In multivariable regression models, N-acetylleucine was significantly associated with preserved temporalis [OR 1.08 (95%CI 1.01, 1.16)] and quadricep [OR 1.08 (95%CI 1.02, 1.15)] muscle volume. Quinolinate was also significantly associated with preserved temporalis [OR 1.05 (95%CI 1.01, 1.09)] and quadricep [OR 1.04 (95%CI 1.00, 1.07)] muscle volume. N-acetylserine, N-acetylcitrulline, and b-hydroxyisovaleroylcarnitine were also associated with preserved temporalis or quadricep volume. Conclusions Metabolites defining the HPRO+NMES intervention mainly consisted of amino acid derivatives. These metabolites had strong correlations with protein intake and were associated with preserved muscle volume. American Journal Experts 2023-11-17 /pmc/articles/PMC10680941/ /pubmed/38014126 http://dx.doi.org/10.21203/rs.3.rs-3600439/v1 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use.
spellingShingle Article
Gusdon, Aaron M
Savarraj, Jude PJ
Feng, Dians
Starkman, Adam
Li, Guoyan
Bodanapally, Uttam
Zimmerman, William Denny
Ryan, Alice S
Choi, Huimahn A
Badjatia, Neeraj
High-Protein Supplementation and Neuromuscular Electric Stimulation after Aneurysmal Subarachnoid Hemorrhage Increases Systemic Amino Acid and Oxidative Metabolism: A Plasma Metabolomics Approach
title High-Protein Supplementation and Neuromuscular Electric Stimulation after Aneurysmal Subarachnoid Hemorrhage Increases Systemic Amino Acid and Oxidative Metabolism: A Plasma Metabolomics Approach
title_full High-Protein Supplementation and Neuromuscular Electric Stimulation after Aneurysmal Subarachnoid Hemorrhage Increases Systemic Amino Acid and Oxidative Metabolism: A Plasma Metabolomics Approach
title_fullStr High-Protein Supplementation and Neuromuscular Electric Stimulation after Aneurysmal Subarachnoid Hemorrhage Increases Systemic Amino Acid and Oxidative Metabolism: A Plasma Metabolomics Approach
title_full_unstemmed High-Protein Supplementation and Neuromuscular Electric Stimulation after Aneurysmal Subarachnoid Hemorrhage Increases Systemic Amino Acid and Oxidative Metabolism: A Plasma Metabolomics Approach
title_short High-Protein Supplementation and Neuromuscular Electric Stimulation after Aneurysmal Subarachnoid Hemorrhage Increases Systemic Amino Acid and Oxidative Metabolism: A Plasma Metabolomics Approach
title_sort high-protein supplementation and neuromuscular electric stimulation after aneurysmal subarachnoid hemorrhage increases systemic amino acid and oxidative metabolism: a plasma metabolomics approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10680941/
https://www.ncbi.nlm.nih.gov/pubmed/38014126
http://dx.doi.org/10.21203/rs.3.rs-3600439/v1
work_keys_str_mv AT gusdonaaronm highproteinsupplementationandneuromuscularelectricstimulationafteraneurysmalsubarachnoidhemorrhageincreasessystemicaminoacidandoxidativemetabolismaplasmametabolomicsapproach
AT savarrajjudepj highproteinsupplementationandneuromuscularelectricstimulationafteraneurysmalsubarachnoidhemorrhageincreasessystemicaminoacidandoxidativemetabolismaplasmametabolomicsapproach
AT fengdians highproteinsupplementationandneuromuscularelectricstimulationafteraneurysmalsubarachnoidhemorrhageincreasessystemicaminoacidandoxidativemetabolismaplasmametabolomicsapproach
AT starkmanadam highproteinsupplementationandneuromuscularelectricstimulationafteraneurysmalsubarachnoidhemorrhageincreasessystemicaminoacidandoxidativemetabolismaplasmametabolomicsapproach
AT liguoyan highproteinsupplementationandneuromuscularelectricstimulationafteraneurysmalsubarachnoidhemorrhageincreasessystemicaminoacidandoxidativemetabolismaplasmametabolomicsapproach
AT bodanapallyuttam highproteinsupplementationandneuromuscularelectricstimulationafteraneurysmalsubarachnoidhemorrhageincreasessystemicaminoacidandoxidativemetabolismaplasmametabolomicsapproach
AT zimmermanwilliamdenny highproteinsupplementationandneuromuscularelectricstimulationafteraneurysmalsubarachnoidhemorrhageincreasessystemicaminoacidandoxidativemetabolismaplasmametabolomicsapproach
AT ryanalices highproteinsupplementationandneuromuscularelectricstimulationafteraneurysmalsubarachnoidhemorrhageincreasessystemicaminoacidandoxidativemetabolismaplasmametabolomicsapproach
AT choihuimahna highproteinsupplementationandneuromuscularelectricstimulationafteraneurysmalsubarachnoidhemorrhageincreasessystemicaminoacidandoxidativemetabolismaplasmametabolomicsapproach
AT badjatianeeraj highproteinsupplementationandneuromuscularelectricstimulationafteraneurysmalsubarachnoidhemorrhageincreasessystemicaminoacidandoxidativemetabolismaplasmametabolomicsapproach