bioRxivMolecular BiologyPreprint
Insulin resistance modifies longitudinal multi-omics responses to habitual diet
Heyjun ParkiD, Xiaotao SheniD, Dalia PerelmaniD, PRANAV BERRY, Yingzhou LuiD, Rachel Battersby, Sophia Miryam Schüssler‐Fiorenza RoseiD, Alessandra CelliiD, Caroline Bejikian, Michael P. SnyderiD
Abstract
How habitual diet influences the gut microbiome and plasma metabolome across insulin resistance states remains unclear. We conducted year-long multi-omics profiling of 71 deeply phenotyped adults, integrating repeated assessments of diet, metabolome, gut microbiome, clinical laboratory measures, and inflammatory markers. Using gold-standard insulin suppression tests and machine learning-derived dietary patterns, we examined how dietary patterns relate to metabolic and microbial landscapes by insulin resistance status. Insulin-sensitive individuals exhibited stronger and more numerous diet-omics associations than insulin-resistant individuals, identifying metabolic flexibility as a central determinant of dietary responsiveness. Parabacteroides emerged as a candidate microbial mediator between refined carbohydrate-rich dietary patterns and host metabolic signatures. Integrated into a cardiovascular risk prediction model, diet, metabolites, microbial taxa, and immune markers each contributed to 10-year atherosclerotic cardiovascular disease risk. These findings show that inter-individual variation in cardiometabolic risk partly reflects differences in molecular responsiveness to habitual diet, informing precision nutrition and cardiovascular prevention.
- organism: human
- assay: metabolomics
- assay: bulk RNA-seq
- assay: proteomics
- assay: metagenomics
- research focus: differential expression
- research focus: gene regulatory network inference
- research focus: cell-cell communication
- research focus: GWAS / association mapping
- approach: machine learning (classical)
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Systems analysis of metabolic responses to a mixed meal test in an obese cohort reveals links between tissue metabolism and the gut microbiota
Peishun Li, Boyang Ji, … Jens Nielsen·bioRxiv·Apr 26, 2022
- Food pairing independently associated with cardiometabolic traits beyond dietary patterns across western and eastern populations
Qiufeng Deng, Yuhao Sun, … Lianmin Chen·EngineeringPeer-reviewed·Mar 1, 2025
- Gut microbiome activity contributes to individual variation in glycemic response in adults
Hal Tily, Ally Perlina, … Guruduth S. Banavar·bioRxiv·Nov 22, 2020
- Long-term dysbiosis promotes insulin resistance during obesity despite rapid diet-induced changes in the gut microbiome of mice
Kevin P. Foley, Emmanuel Denou, … Jonathan D. Schertzer·bioRxiv·Mar 12, 2017
- Unraveling the Link between Nutrition and Metabolic Syndrome Risk through In Silico Dietary Interventions
Drew S. Alessi, Chloe V. McCreery, Ali R. Zomorrodi·bioRxiv·Jul 4, 2024
- Higher habitual FODMAP intake is associated with lower body mass index, lower insulin resistance and higher short-chain fatty acid-producing microbiota in people with prediabetes