Gut Microbiota Responses to Isocaloric Macronutrient Modulation in Tissue-Specific Insulin Resistance: a secondary analysis of the PERSonalized glucose Optimization through Nutritional intervention (PERSON) randomized trial
BACKGROUND: Precision nutrition strategies can be effective in optimizing health outcomes. We previously showed that dietary macronutrient modulation targeting tissue-specific insulin resistance (IR) phenotypes induced pronounced improvements in cardiometabolic health. It remains unclear whether these improvements may partially be explained by gut microbiota-related mechanisms. OBJECTIVE: We investigated whether 12-week high-monounsaturated fatty acid (HMUFA) and low-fat, high-protein, high-fiber (LFHP) diets impact gut microbiota composition and functionality in people with predominant muscle (MIR) versus liver IR (LIR) in relation to cardiometabolic health improvements. METHODS: ), who followed either a 12-week isocaloric HMUFA or LFHP diet. A 7-point oral glucose tolerance test was performed to determine tissue-specific IR and cardiometabolic risk factors. Fecal microbiota composition was profiled using 16S rRNA amplicon sequencing (V3-V4 region), and GLP-1 and gut microbial products were determined in plasma and feces. RESULTS: The HMUFA diet induced significant shifts in overall gut microbial composition (p <0.05) and short-chain fatty acid-producing bacteria (q < 0.05) in the LIR phenotype, but not in MIR. The LFHP diet induced only modest changes in gut microbiota features. We found phenotype-specific correlations between specific baseline taxa abundance and change in metabolic outcomes (MIR-HMUFA: Barnesiela- ΔMISI (Spearman ρ = 0.45, p <0.001); LIR-HMUFA: Sutterella-Δplasma-CRP (Spearman ρ = 0.57, p = 0.0001) and a Rhodospirillales genus-ΔHOMA-IR (Spearman ρ = -0.58, p <0.001). CONCLUSION: Individuals with predominant LIR seem more prone to diet-induced gut microbiota-related improvements in cardiometabolic health than those with MIR, highlighting the importance of understanding heterogeneity in IR. Our findings support a role for the gut microbiota in precision nutrition targeting tissue-specific IR. CLINICALTRIALS: gov registration: This is a secondary analysis of the PERSonalized glucose Optimization through Nutritional intervention (PERSON) randomized trial. REGISTRATION NUMBER: NCT03708419, https://clinicaltrials.gov/study/NCT03708419.
Authors
- Anouk Gijbels (ORCID: https://orcid.org/0000-0002-1128-5481)
- Inez Trouwborst (ORCID: https://orcid.org/0000-0001-9538-7954)
- Alexander Umanets (ORCID: https://orcid.org/0000-0001-8139-0925)
- Gijs H. Goossens (ORCID: https://orcid.org/0000-0002-2092-3019)
- Els Siebelink (ORCID: https://orcid.org/0000-0001-7986-575X)
- Lydia A. Afman (ORCID: https://orcid.org/0000-0002-7939-6217)
- Ellen E. Blaak (ORCID: https://orcid.org/0000-0002-2496-3464)
- Koen Venema
- Gabby B. Hul
- Kelly M. Jardon (ORCID: https://orcid.org/0000-0001-8859-375X)
Institutions
- Maastricht University Medical Centre (NL)
- Maastricht University (NL)
- TiFN (NL)
- Qiagen (Netherlands) (NL)
- Wageningen University & Research (NL)
Publication Details
- Journal
- American Journal of Clinical Nutrition
- Published
- 2026-05-01
- DOI
- https://doi.org/10.1016/j.ajcnut.2026.101340
- Primary Topic
- Gut microbiota and health
- Type
- article
- Field-Weighted Citation Impact
- 0.00