Fecal Metabolic and Microbial Responses to Five Acute Fueling Strategies During a 60-Minute Rowing Protocol: A Randomized Crossover Multi-Omics Pilot Study

Background/Objectives: We compared next-morning fecal metabolic and microbial responses to five acute fueling strategies. Methods: Eight male recreational rowers with complete specimens from 12 crossover completers received an erythritol comparator, two carbohydrate doses, fixed carbohydrate–protein, and personalized carbohydrate–protein (P-CPS). Eighty specimens yielded 40 paired changes. Participant-blocked, period-adjusted models used restricted permutations and Benjamini–Hochberg false discovery rate (FDR) correction. Results: No primary global test passed across-modality FDR correction: SCFAs, p = 0.0321, q = 0.0963; metabolome, q = 0.1334; microbiome, q = 0.2813. No metabolite or originally annotated genus passed its omnibus FDR family. Post hoc SILVA 138.2 reclassification retained a nonsignificant global result but identified three low-count genus-level omnibus signals. Secondary change-score contrasts indicated higher isovaleric and isobutyric post/pre fold changes under P-CPS, fixed carbohydrate–protein, and high carbohydrate than under the comparator. However, no concentration or composite-endpoint contrast remained FDR-positive in post hoc models adjusting for same-trial pre-trial values. Caproic acid evidence also weakened with expanded correction and analytical-range checks. Two metabolome–SCFA principal-component correlations survived FDR correction and persisted after exclusion of overlapping annotations. Conclusions: This pilot identified model-sensitive secondary chemical signals without FDR-supported global intervention effects. Baseline imbalance, unmeasured beverage osmolality and fecal water, and quantification limitations preclude attributing these signals to increased fermentation or nutritional benefit.

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Publication Details

Journal
Metabolites
Published
2026-09-28
DOI
https://doi.org/10.3390/metabo16100718
Primary Topic
Muscle metabolism and nutrition
Type
article
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article

Fecal Metabolic and Microbial Responses to Five Acute Fueling Strategies During a 60-Minute Rowing Protocol: A Randomized Crossover Multi-Omics Pilot Study

Xiangyu Wang, Jian Huang
Metabolites
Muscle metabolism and nutrition
article

Fecal Metabolic and Microbial Responses to Five Acute Fueling Strategies During a 60-Minute Rowing Protocol: A Randomized Crossover Multi-Omics Pilot Study

Xiangyu Wang, Jian Huang
article en

Abstract

Background/Objectives: We compared next-morning fecal metabolic and microbial responses to five acute fueling strategies. Methods: Eight male recreational rowers with complete specimens from 12 crossover completers received an erythritol comparator, two carbohydrate doses, fixed carbohydrate–protein, and personalized carbohydrate–protein (P-CPS). Eighty specimens yielded 40 paired changes. Participant-blocked, period-adjusted models used restricted permutations and Benjamini–Hochberg false discovery rate (FDR) correction. Results: No primary global test passed across-modality FDR correction: SCFAs, p = 0.0321, q = 0.0963; metabolome, q = 0.1334; microbiome, q = 0.2813. No metabolite or originally annotated genus passed its omnibus FDR family. Post hoc SILVA 138.2 reclassification retained a nonsignificant global result but identified three low-count genus-level omnibus signals. Secondary change-score contrasts indicated higher isovaleric and isobutyric post/pre fold changes under P-CPS, fixed carbohydrate–protein, and high carbohydrate than under the comparator. However, no concentration or composite-endpoint contrast remained FDR-positive in post hoc models adjusting for same-trial pre-trial values. Caproic acid evidence also weakened with expanded correction and analytical-range checks. Two metabolome–SCFA principal-component correlations survived FDR correction and persisted after exclusion of overlapping annotations. Conclusions: This pilot identified model-sensitive secondary chemical signals without FDR-supported global intervention effects. Baseline imbalance, unmeasured beverage osmolality and fecal water, and quantification limitations preclude attributing these signals to increased fermentation or nutritional benefit.

MetabolitesVol. 16(10)
Capital Normal University (CN)
Zero hunger
Openalex Percentile: Top 15%
Muscle metabolism and nutrition
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