Gut microbiome functional pathways outperform taxonomic profiles in predicting immune checkpoint inhibitor response in non-small cell lung cancer: an interpretable machine learning approach with SHAP - Poll - MDSpire

Gut microbiome functional pathways outperform taxonomic profiles in predicting immune checkpoint inhibitor response in non-small cell lung cancer: an interpretable machine learning approach with SHAP

  • By

  • Feifei Wei

  • Yoshiro Nakahara

  • Junya Isobe

  • Yuka Igarashi

  • Haruhiro Saito

  • Shuji Murakami

  • Tetsuro Kondo

  • Hidetomo Himuro

  • Taku Kouro

  • Tomoya Matsui

  • Satoshi Wada

  • Takuya Tsunoda

  • Kiyoshi Yoshimura

  • Tetsuro Sasada

  • May 15, 2026

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Original Source(s)

Gut microbiome functional pathways outperform taxonomic profiles in predicting immune checkpoint inhibitor response in non-small cell lung cancer: an interpretable machine learning approach with SHAP

  • by Feifei Wei, Yoshiro Nakahara, Junya Isobe, Yuka Igarashi, Haruhiro Saito, Shuji Murakami, Tetsuro Kondo, Hidetomo Himuro, Taku Kouro, Tomoya Matsui, Satoshi Wada, Takuya Tsunoda, Kiyoshi Yoshimura, Tetsuro Sasada

  • May 15, 2026

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