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Machine learning identifies a distinct microbiota signature in immune checkpoint inhibitor colitis compared with inflammatory bowel disease.

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Title: Machine learning identifies a distinct microbiota signature in immune checkpoint inhibitor colitis compared with inflammatory bowel disease.
Authors: Barberio B; Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, University Hospital of Padova, Padova 35100, Italy., Patuzzi I; Research & Development Division, EuBiome Srl, Via della Croce Rossa 112, Padova, Veneto 35100, Italy., Bertin L; Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, University Hospital of Padova, Padova 35100, Italy., Facchin S; Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, University Hospital of Padova, Padova 35100, Italy., De Ruvo M; Gastroenterology Unit, Department of Gastrointestinal Oncological Surgery, S. Maria del Prato Hospital, Feltre 32032, Italy., Bonazzi E; Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, University Hospital of Padova, Padova 35100, Italy., De Barba C; Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, University Hospital of Padova, Padova 35100, Italy., Dal Maso A; Veneto Institute of Oncology IOV-IRCCS, Padova 35100, Italy., Frega S; Veneto Institute of Oncology IOV-IRCCS, Padova 35100, Italy., Simionati B; Research & Development Division, EuBiome Srl, Via della Croce Rossa 112, Padova, Veneto 35100, Italy., Sattin E; BMR Genomics Via Redipuglia 22, Padova 35100, Italy., Buda A; Gastroenterology Unit, Department of Gastrointestinal Oncological Surgery, S. Maria del Prato Hospital, Feltre 32032, Italy., Zingone F; Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, University Hospital of Padova, Padova 35100, Italy., Burra P; Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, University Hospital of Padova, Padova 35100, Italy., Dei Tos AP; Surgical Pathology and Cytopathology Unit, Department of Medicine-DIMED, University of Padua School of Medicine, Padova 35100, Italy., Pasello G; Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova 35100, Italy.; Medical Oncology 2, Istituto Oncologico Veneto IOV IRCCS, Padova 35100, Italy., Bonanno L; Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova 35100, Italy.; Medical Oncology 2, Istituto Oncologico Veneto IOV IRCCS, Padova 35100, Italy., Savarino EV; Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, University Hospital of Padova, Padova 35100, Italy.
Source: The oncologist [Oncologist] 2025 Dec 01; Vol. 30 (12).
Publication Type: Journal Article
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 9607837 Publication Model: Print Cited Medium: Internet ISSN: 1549-490X (Electronic) Linking ISSN: 10837159 NLM ISO Abbreviation: Oncologist Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Machine learning identifies a distinct microbiota signature in immune checkpoint inhibitor colitis compared with inflammatory bowel disease.
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  Data: <searchLink fieldCode="AU" term="%22Barberio+B%22">Barberio B</searchLink>; Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, University Hospital of Padova, Padova 35100, Italy.<br /><searchLink fieldCode="AU" term="%22Patuzzi+I%22">Patuzzi I</searchLink>; Research & Development Division, EuBiome Srl, Via della Croce Rossa 112, Padova, Veneto 35100, Italy.<br /><searchLink fieldCode="AU" term="%22Bertin+L%22">Bertin L</searchLink>; Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, University Hospital of Padova, Padova 35100, Italy.<br /><searchLink fieldCode="AU" term="%22Facchin+S%22">Facchin S</searchLink>; Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, University Hospital of Padova, Padova 35100, Italy.<br /><searchLink fieldCode="AU" term="%22De+Ruvo+M%22">De Ruvo M</searchLink>; Gastroenterology Unit, Department of Gastrointestinal Oncological Surgery, S. Maria del Prato Hospital, Feltre 32032, Italy.<br /><searchLink fieldCode="AU" term="%22Bonazzi+E%22">Bonazzi E</searchLink>; Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, University Hospital of Padova, Padova 35100, Italy.<br /><searchLink fieldCode="AU" term="%22De+Barba+C%22">De Barba C</searchLink>; Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, University Hospital of Padova, Padova 35100, Italy.<br /><searchLink fieldCode="AU" term="%22Dal+Maso+A%22">Dal Maso A</searchLink>; Veneto Institute of Oncology IOV-IRCCS, Padova 35100, Italy.<br /><searchLink fieldCode="AU" term="%22Frega+S%22">Frega S</searchLink>; Veneto Institute of Oncology IOV-IRCCS, Padova 35100, Italy.<br /><searchLink fieldCode="AU" term="%22Simionati+B%22">Simionati B</searchLink>; Research & Development Division, EuBiome Srl, Via della Croce Rossa 112, Padova, Veneto 35100, Italy.<br /><searchLink fieldCode="AU" term="%22Sattin+E%22">Sattin E</searchLink>; BMR Genomics Via Redipuglia 22, Padova 35100, Italy.<br /><searchLink fieldCode="AU" term="%22Buda+A%22">Buda A</searchLink>; Gastroenterology Unit, Department of Gastrointestinal Oncological Surgery, S. Maria del Prato Hospital, Feltre 32032, Italy.<br /><searchLink fieldCode="AU" term="%22Zingone+F%22">Zingone F</searchLink>; Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, University Hospital of Padova, Padova 35100, Italy.<br /><searchLink fieldCode="AU" term="%22Burra+P%22">Burra P</searchLink>; Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, University Hospital of Padova, Padova 35100, Italy.<br /><searchLink fieldCode="AU" term="%22Dei+Tos+AP%22">Dei Tos AP</searchLink>; Surgical Pathology and Cytopathology Unit, Department of Medicine-DIMED, University of Padua School of Medicine, Padova 35100, Italy.<br /><searchLink fieldCode="AU" term="%22Pasello+G%22">Pasello G</searchLink>; Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova 35100, Italy.; Medical Oncology 2, Istituto Oncologico Veneto IOV IRCCS, Padova 35100, Italy.<br /><searchLink fieldCode="AU" term="%22Bonanno+L%22">Bonanno L</searchLink>; Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova 35100, Italy.; Medical Oncology 2, Istituto Oncologico Veneto IOV IRCCS, Padova 35100, Italy.<br /><searchLink fieldCode="AU" term="%22Savarino+EV%22">Savarino EV</searchLink>; Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, University Hospital of Padova, Padova 35100, Italy.
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  Data: <searchLink fieldCode="JN" term="%229607837%22">The oncologist</searchLink> [Oncologist] 2025 Dec 01; Vol. 30 (12).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Oxford+University+Press%22">Oxford University Press </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>9607837 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1549-490X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2210837159%22">10837159 </searchLink><i>NLM ISO Abbreviation: </i>Oncologist <i>Subsets: </i>MEDLINE
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