Integrated Multiple Machine Learning and Mendelian Randomization Reveal LTF Gene as a Prognostic Biomarker for Nonspecific Orbital Inflammation
August 2025
in “
BMC Pharmacology and Toxicology
”
TLDR The LTF gene may help predict and manage nonspecific orbital inflammation.
The study highlights the LTF gene as a potential prognostic biomarker for nonspecific orbital inflammation (NSOI). By integrating multiple machine learning approaches and Mendelian randomization, the research provides insights into the pathogenesis of NSOI. This discovery offers new avenues for tracking disease progression, suggesting that LTF could play a significant role in understanding and managing NSOI.