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...
Autores principales: | , , , , , , , , , |
---|---|
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 |