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DOI 10.1038/s41591-026-04481-9

Медицинская библиотека · Nature medicine · 2026

Metabolic determinants of cancer immunotherapy outcomes identified by plasma profiling.

Suissa Déborah, Fidelle Marine, Reich Ella, Pham Thao-Nguyen, Thomas Simon, Björk Johannes R, Liu Peng, Zhao Liwei, Kitaoka Koji, Piard Eléonore, Lebhar Isabelle, Tian Ai-Ling, Thelemaque Cassandra, Alves Costa Silva Carolina, Deutsch Eric, Loriot Yohann, Segata Nicola, Piccinno Gianmarco, Hospers Geke A P, Maleki Vareki Saman, Silverman Michael S, Lenehan John G, Bataille Véronique, Boulate David, Kuznetsova Tatiana, Weersma Rinse K, Messaoudene Meriem, Durand Sylvère, van der Aalst Carlijn M, de Koning Harry J, Schuler-Thurner Beatrice, de Vries I Jolanda M, Rafie Edmond, Saliby Renée Maria, Machaalani Marc, Haferkamp Sebastian, Schilling Bastian, Porcari Serena, Ciccarese Chiara, Iacovelli Roberto, Cremolini Chiara, Choueiri Toni K, Elkrief Arielle, Kroemer Guido, Heinzerling Lucie, Chamoto Kenji, Ianiro Gianluca, Routy Bertrand, Derosa Lisa, Paragios Nikos, Zitvogel Laurence

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Аннотация

Immune-checkpoint inhibitors benefit a subset of patients with advanced cancer, and the metabolic determinants of response remain unclear. Here, using targeted metabolomics and metagenomics, we profiled 4,336 plasma samples from 1,714 patients across five tumor types and 16 cohorts spanning Europe and North America, longitudinally sampled during five immune-checkpoint inhibitor-based treatment modalities, including fecal microbiota transplantation. A multimodal machine-learning framework integrating 154 metabolites with clinical variables identified five metabolites, age, body mass index and renal function as predictors of 12-month progression-free survival. The model achieved areas under the curve of 0.88 in training and 0.73 in validation cohorts of 105 and 30 patients, respectively and generalized across seven external cohorts. Histidine was a favorable prognostic feature of survival, whereas long-chain fatty acids and succinate were negatively associated with outcome. Histidine supplementation enhanced antitumor immunity in mice. Histidine-rich diets improved progression-free survival in patients lacking dysbiotic microbiome signatures associated with histidine catabolism.

Для цитирования: Suissa Déborah, Fidelle Marine, Reich Ella, Pham Thao-Nguyen, Thomas Simon, Björk Johannes R, Liu Peng, Zhao Liwei, Kitaoka Koji, Piard Eléonore, Lebhar Isabelle, Tian Ai-Ling, Thelemaque Cassandra, Alves Costa Silva Carolina, Deutsch Eric, Loriot Yohann, Segata Nicola, Piccinno Gianmarco, Hospers Geke A P, Maleki Vareki Saman, Silverman Michael S, Lenehan John G, Bataille Véronique, Boulate David, Kuznetsova Tatiana, Weersma Rinse K, Messaoudene Meriem, Durand Sylvère, van der Aalst Carlijn M, de Koning Harry J, Schuler-Thurner Beatrice, de Vries I Jolanda M, Rafie Edmond, Saliby Renée Maria, Machaalani Marc, Haferkamp Sebastian, Schilling Bastian, Porcari Serena, Ciccarese Chiara, Iacovelli Roberto, Cremolini Chiara, Choueiri Toni K, Elkrief Arielle, Kroemer Guido, Heinzerling Lucie, Chamoto Kenji, Ianiro Gianluca, Routy Bertrand, Derosa Lisa, Paragios Nikos, Zitvogel Laurence. Metabolic determinants of cancer immunotherapy outcomes identified by plasma profiling.. Nature medicine. 2026. DOI: 10.1038/s41591-026-04481-9.

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