Brain BMI signature

Biomarker1 paper2 findings

  • Humans1

Associations

2

Cardiometabolic and pulmonary conditions

upin humans1

1 study
  1. Brain BMI signature predicts cardiometabolic and pulmonary conditions in humans.

    “Strikingly, brain-based models showed superior discriminative power compared to BMI itself for detecting disorders without a primary neurological etiology.”

    Humansdisorders without a primary neurological etiology

    Brain signatures of BMI detect systemic disease better than BMI · NPJ digital medicine · 3 Oct 2026

Cardiometabolic and pulmonary conditions →

BMI changes

upin humans1

1 study
  1. Brain BMI signature predicts BMI changes in humans.

    “In a longitudinal follow-up subset, the model successfully tracked BMI changes over 2.3 years, with stronger sensitivity to BMI increases, and for obese participants.”

    Humans2.3 years

    Brain signatures of BMI detect systemic disease better than BMI · NPJ digital medicine · 3 Oct 2026

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NPJ Digital MedicineHumans

Brain signatures of BMI detect systemic disease better than BMI

Across six human cohorts and a 2.3-year follow-up, neural networks identified brain structural patterns tied to cardiometabolic and pulmonary…Across six human cohorts and a 2.3-year follow-up, neural networks identified brain structural patterns tied to cardiometabolic and pulmonary conditions.