Evidence map›Paper›PMID 42350644›Full record

ArticleNature medicine2026

Metabolic determinants of cancer immunotherapy outcomes identified by plasma profiling.

Déborah Suissa, Marine Fidelle, Ella Reich, Thao-Nguyen Pham, Simon Thomas, Johannes R Björk, Peng Liu, Liwei Zhao, Koji Kitaoka, Eléonore Piard and 41 more

Abstract read
In one paragraph

Article in Nature medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

51 authors.

Déborah Suissa *Université Paris-Saclay, Gustave Roussy, ClinicObiome, Inserm UMR1367, Microbiota and Mucosal Immunity for Cancer Immunotherapy, Villejuif, France.
Marine Fidelle *Université Paris-Saclay, Gustave Roussy, ClinicObiome, Inserm UMR1367, Microbiota and Mucosal Immunity for Cancer Immunotherapy, Villejuif, France.ORCID http://orcid.org/0000-0002-5589-9688
Ella Reich *Université Paris-Saclay, Gustave Roussy, ClinicObiome, Inserm UMR1367, Microbiota and Mucosal Immunity for Cancer Immunotherapy, Villejuif, France.
Thao-Nguyen PhamUniversité Paris-Saclay, Gustave Roussy, ClinicObiome, Inserm UMR1367, Microbiota and Mucosal Immunity for Cancer Immunotherapy, Villejuif, France.
Simon ThomasUniversité Paris-Saclay, Gustave Roussy, ClinicObiome, Inserm UMR1367, Microbiota and Mucosal Immunity for Cancer Immunotherapy, Villejuif, France.
Johannes R BjörkDepartment of Gastroenterology and Hepatology, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands.ORCID http://orcid.org/0000-0001-9768-1946
Peng LiuINSERM U1138 - Metabolism, Cancer & Immunity, Équipe Labellisée par la Ligue Contre le Cancer, Centre de Recherche des Cordeliers, Université Paris Cité, Sorbonne Université, Paris, France.
Liwei ZhaoINSERM U1138 - Metabolism, Cancer & Immunity, Équipe Labellisée par la Ligue Contre le Cancer, Centre de Recherche des Cordeliers, Université Paris Cité, Sorbonne Université, Paris, France.
Koji KitaokaDepartment of Immunology and Genomic Medicine, Center for Cancer Immunotherapy and Immunobiology (CCII), Graduate School of Medicine, Kyoto University, Kyoto, Japan.
Eléonore PiardUniversité Paris-Saclay, Gustave Roussy, ClinicObiome, Inserm UMR1367, Microbiota and Mucosal Immunity for Cancer Immunotherapy, Villejuif, France.
Isabelle LebharUniversité Paris-Saclay, Gustave Roussy, ClinicObiome, Inserm UMR1367, Microbiota and Mucosal Immunity for Cancer Immunotherapy, Villejuif, France.
Ai-Ling TianUniversité Paris-Saclay, Gustave Roussy, ClinicObiome, Inserm UMR1367, Microbiota and Mucosal Immunity for Cancer Immunotherapy, Villejuif, France.ORCID http://orcid.org/0000-0002-7808-8394
Cassandra ThelemaqueUniversité Paris-Saclay, Gustave Roussy, ClinicObiome, Inserm UMR1367, Microbiota and Mucosal Immunity for Cancer Immunotherapy, Villejuif, France.
Carolina Alves Costa SilvaUniversité Paris-Saclay, Gustave Roussy, ClinicObiome, Inserm UMR1367, Microbiota and Mucosal Immunity for Cancer Immunotherapy, Villejuif, France.ORCID http://orcid.org/0000-0003-1920-142X
Eric DeutschDepartment of Radiation Oncology, Gustave Roussy, Université Paris-Saclay, INSERM U1355, RHU LySAIRI, Villejuif, France.ORCID http://orcid.org/0000-0002-8223-3697
Yohann LoriotDepartment of Therapeutic Innovation and Early Trials (DITEP), INSERM U981, Gustave Roussy, Villejuif, France.ORCID http://orcid.org/0000-0002-8338-1739
Nicola SegataDepartment of Computational, Cellular and Integrative Biology, University of Trento, Trento, Italy.ORCID http://orcid.org/0000-0002-1583-5794
Gianmarco PiccinnoDepartment of Computational, Cellular and Integrative Biology, University of Trento, Trento, Italy.ORCID http://orcid.org/0000-0003-1947-1817
Geke A P HospersDepartment of Medical Oncology, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands.ORCID http://orcid.org/0000-0002-3047-7892
Saman Maleki VarekiVerspeeten Family Cancer Centre, London Health Sciences Research Institute, London, Ontario, Canada.ORCID http://orcid.org/0000-0002-9615-7779
Michael S SilvermanLawson Health Research Institute, London, Ontario, Canada.
John G LenehanVerspeeten Family Cancer Centre, London Health Sciences Research Institute, London, Ontario, Canada.ORCID http://orcid.org/0000-0002-6225-3973
Véronique BatailleDepartment of Twin Research and Genetic Epidemiology, King's College London, London, UK.
David BoulateDepartment of Thoracic Surgery, Hôpital-Nord-APHM, Aix-Marseille University, Marseille, France.ORCID http://orcid.org/0000-0003-4757-4565
Tatiana KuznetsovaResearch Unit Hypertension and Cardiovascular Epidemiology, KU Leuven Department of Cardiovascular Sciences, University of Leuven, Leuven, Belgium.
Rinse K WeersmaDepartment of Gastroenterology and Hepatology, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands.ORCID http://orcid.org/0000-0001-7928-7371
Meriem MessaoudeneCentre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Axe Cancer, Montreal, Quebec, Canada.
Sylvère DurandINSERM U1138 - Metabolism, Cancer & Immunity, Équipe Labellisée par la Ligue Contre le Cancer, Centre de Recherche des Cordeliers, Université Paris Cité, Sorbonne Université, Paris, France.
Carlijn M van der AalstDepartment of Public Health, Erasmus Medical Centre - University Medical Centre Rotterdam, Rotterdam, The Netherlands.
Harry J de KoningDepartment of Public Health, Erasmus Medical Centre - University Medical Centre Rotterdam, Rotterdam, The Netherlands.ORCID http://orcid.org/0000-0003-4682-3646
Beatrice Schuler-ThurnerDepartment of Dermatology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Universitätsklinikum Erlangen, Erlangen, Germany.
I Jolanda M de VriesMedical BioSciences, Radboud University Medical Center, Nijmegen, The Netherlands.ORCID http://orcid.org/0000-0002-8653-4040
Edmond RafieCentre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Axe Cancer, Montreal, Quebec, Canada.ORCID http://orcid.org/0000-0002-9158-3373
Renée Maria SalibyDana-Farber Cancer Institute, Boston, MA, USA.
Marc MachaalaniDana-Farber Cancer Institute, Boston, MA, USA.ORCID http://orcid.org/0000-0002-6708-9922
Sebastian HaferkampBavarian Cancer Research Center (BZKF), Erlangen, Germany.
Bastian SchillingDepartment of Dermatology, Goethe University Frankfurt, University Hospital, Frankfurt am Main, Germany.
Serena PorcariDepartment of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, Facoltà di Medicina e Chirurgia, Rome, Italy.
Chiara CiccareseDepartment of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, Facoltà di Medicina e Chirurgia, Rome, Italy.
Roberto IacovelliDepartment of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, Facoltà di Medicina e Chirurgia, Rome, Italy.ORCID http://orcid.org/0000-0002-1750-2117
Chiara CremoliniUnit of Medical Oncology 2, University Hospital of Pisa, Pisa, Italy.ORCID http://orcid.org/0000-0002-0520-4841
Toni K ChoueiriDana-Farber Cancer Institute, Boston, MA, USA.ORCID http://orcid.org/0000-0002-9201-3217
Arielle ElkriefCentre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Axe Cancer, Montreal, Quebec, Canada.ORCID http://orcid.org/0000-0003-1981-1535
Guido KroemerINSERM U1138 - Metabolism, Cancer & Immunity, Équipe Labellisée par la Ligue Contre le Cancer, Centre de Recherche des Cordeliers, Université Paris Cité, Sorbonne Université, Paris, France.ORCID http://orcid.org/0000-0002-9334-4405
Lucie HeinzerlingDepartment of Dermatology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Universitätsklinikum Erlangen, Erlangen, Germany.ORCID http://orcid.org/0000-0001-5718-3643
Kenji ChamotoDepartment of Immunology and Genomic Medicine, Center for Cancer Immunotherapy and Immunobiology (CCII), Graduate School of Medicine, Kyoto University, Kyoto, Japan.
Gianluca IaniroDepartment of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, Facoltà di Medicina e Chirurgia, Rome, Italy.ORCID http://orcid.org/0000-0002-8318-0515
Bertrand RoutyCentre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Axe Cancer, Montreal, Quebec, Canada.ORCID http://orcid.org/0000-0003-1955-9149
Lisa DerosaUniversité Paris-Saclay, Gustave Roussy, ClinicObiome, Inserm UMR1367, Microbiota and Mucosal Immunity for Cancer Immunotherapy, Villejuif, France.
Nikos ParagiosMICS Laboratory, CentraleSupélec, Université Paris-Saclay, Gif-sur-Yvette, France. nikos.paragios@centralesupelec.fr.ORCID http://orcid.org/0000-0002-9668-4763
Laurence ZitvogelUniversité Paris-Saclay, Gustave Roussy, ClinicObiome, Inserm UMR1367, Microbiota and Mucosal Immunity for Cancer Immunotherapy, Villejuif, France. Laurence.zitvogel@gustaveroussy.fr.ORCID http://orcid.org/0000-0003-1596-0998

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

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.

Indexed as

ImmunotherapyNeoplasmsAnimalsFecal Microbiota TransplantationFemaleHumansImmune Checkpoint InhibitorsMaleMetabolomicsMicePrognosisProgression-Free SurvivalTreatment OutcomeImmune Checkpoint Inhibitors

Identifiers

PMID42350644
PMCPMC13472865

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