Gut microbiome profile

There are 6 papers on gut microbiome profile in aging research: 1 observational study in people, 4 in animals, 1 review. The newest story, Oct 30, 2026: “Model predicts disease from human gut microbe profiles”.

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6 papers study it27 more mention it3 findings

3 new papers in 30 daysSee all 33 papers on gut microbiome profile

“XGBoost models based on GM profiles showed high discriminatory performance for identifying T2DM individuals with higher IR”
Exploring the gut microbiome in type 2 diabetes across different insulin resistance levels: a machine learning approachFrontiers in nutrition2026doi:10.3389/fnut.2026.1747767
  • Humans1
  • Animals4

Associations

3

Alzheimer's disease

upin humans1

1 study
  1. Gut microbiome profile predicts Alzheimer's disease in humans (disease classification) (AU-ROC up to 0.927).

    “High predictive accuracy for AD incidence was achieved by machine learning classifiers based solely on gut microbiome profiles, with Area Under the Curve (AU-ROC) values reaching up to 0.927.”

    Reviewdisease classification

    Gut Microbiota Dysbiosis in Mild Cognitive Impairment: Alzheimer’s Disease Diagnostic Potential and Nutritional Modulation

    Bali Medical and Wellness Journal

More on Alzheimer's disease

Insulin resistance-related clinical measures and composite indices

mixedin humans1

1 study
  1. Gut microbiome profile is associated with insulin resistance-related clinical measures and composite indices in humans (Type 2 diabetes mellitus).

    “Specific GM features are associated with IR-related clinical measures and composite indices in T2DM”

    HumansType 2 diabetes mellitus

    Exploring the gut microbiome in type 2 diabetes across different insulin resistance levels: a machine learning approach

    Frontiers in nutrition

More on Insulin resistance-related clinical measures and composite indices

Type 2 diabetes mellitus with higher insulin resistance

mixedin humans1

1 study
  1. Gut microbiome profile predicts type 2 diabetes mellitus with higher insulin resistance in humans (XGBoost discrimination from healthy controls).

    “XGBoost models based on GM profiles showed high discriminatory performance for identifying T2DM individuals with higher IR”

    HumansXGBoost discrimination from healthy controls

    Exploring the gut microbiome in type 2 diabetes across different insulin resistance levels: a machine learning approach

    Frontiers in nutrition

More on Type 2 diabetes mellitus with higher insulin resistance

Latest

Dec 2025: 0Jan 2026: 5Feb 2026: 2Mar 2026: 1Apr 2026: 1May 2026: 0Jun 2026: 1Jul 2026: 1Aug 2026: 1Sep 2026: 3Oct 2026: 3Nov 2026: 018 papers in 12 months
arXiv

Model predicts disease from human gut microbe profiles

On excluded cohorts, disease-discrimination scores reached 0.838 for colorectal cancer, 0.736 for type 2 diabetes and 0.722 for inflammatory bowel disease.On excluded cohorts, disease-discrimination scores reached 0.838 for colorectal cancer, 0.736 for type 2 diabetes and 0.722 for inflammatory bowel disease.

Preprint: computational studyGut and microbiome

See all 33 papers on gut microbiome profile