Article
Cross-Geographic Validation Demonstrates Universal Transcriptomic Signatures for Tuberculosis Diagnosis: A Machine Learning Study
2025-12-31
Abstract excerpt
<title>Abstract</title> <p>Background: Transcriptomic biomarkers for tuberculosis (TB) diagnosis have shown promise in high-income settings, but concerns persist about their generalizability to high-burden endemic regions due to population-specific immune responses, genetic backgrounds, and environmental factors. We performed cross-geographic validation to test whether TB diagnostic signatures are universal or po...
Topics
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- Bioinformatics and Genomic Networks
- Cancer-related gene regulation
- Diagnosis and treatment of tuberculosis
- Immunodeficiency and Autoimmune Disorders
- Mycobacterium research and diagnosis
- Pneumocystis jirovecii pneumonia detection and treatment
- RNA modifications and cancer
- Tuberculosis Research and Epidemiology
Identifiers and source
- Literature Corpus work
- 8271fcab-fa9a-51d4-aaae-b20378fcd219
- DOI
- 10.21203/rs.3.rs-8445596/v1
