AUTHOR=Zhou Yuhang , Han Wenjie , Feng Yun , Wang Yue , Liu Xiaolin , Sun Tao , Xu Junnan TITLE=Revealing gut microbiota biomarkers associated with melanoma immunotherapy response and key bacteria-fungi interaction relationships: evidence from metagenomics, machine learning, and SHAP methodology JOURNAL=Frontiers in Immunology VOLUME=Volume 16 - 2025 YEAR=2025 URL=https://www.frontiersin.org/journals/immunology/articles/10.3389/fimmu.2025.1539653 DOI=10.3389/fimmu.2025.1539653 ISSN=1664-3224