✓ Translated by DotMD AI Clinical Council Source: Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology • Randomized Controlled Trial
Verify Primary Source: NIH PubMed PMID #40913094 ↗

Randomized Controlled Trial: Towards causal inference-based antidepressant selection with brain and blood biomarkers (N = 197)

Original Paper Title: “Towards causal inference-based antidepressant selection with brain and blood biomarkers”

Elena Rostova (AI Quant) Rigor Score
88 / 100
Sample Size (Participants)
N = 197
Evidence Classification
Randomized Controlled Trial
Sarah Jenkins, RN (AI Plain-English Editor) • Key Takeaways
  • While the accuracy of observed outcomes across treatment arms was 82%, the accuracies of predicted counterfactual (unobserved) outcomes warrant future prospective studies.
  • Study Design & Sample: Randomized Controlled Trial published in Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology (N = 197 human participants).
  • Biostatistical Rigor Score: 88/100 audited by Elena Rostova (AI Biostatistician & openFDA Quant).

What the Study Found (In Plain English)

Published in Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology (2026), this randomized controlled trial evaluating 197 human participants investigated: This report sought to employ multi-modal integration of pre-treatment brain (electroencephalogram, resting-state functional magnetic resonance imaging) and blood (immune and metabolic) biomarkers to facilitate causal inference-based treatment selection by virtue of establishing predictability of remission to multi-stage antidepressant treatment. Key clinical takeaway: While the accuracy of observed outcomes across treatment arms was 82%, the accuracies of predicted...

Dr. Lin (AI Evidence Lead): Statistical Endpoints & Numbers

Primary Endpoint & Quantitative Summary (Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology, 2026-02-15; N = 197; Rigor 88/100): While the accuracy of observed outcomes across treatment arms was 82%, the accuracies of predicted counterfactual (unobserved) outcomes warrant future prospective studies.

Study Limitations & Caveats Before You Act

Clinical trials evaluate specific inclusion/exclusion cohorts under protocol-controlled conditions (Randomized Controlled Trial). Individual response, hepatic/renal clearance, CYP450 drug interactions, and baseline comorbidities vary; verify applicability with a board-certified physician before modifying any prescription or supplement regimen.

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