1
|
Thiele Orberg E, Meedt E, Hiergeist A, Xue J, Heinrich P, Ru J, Ghimire S, Miltiadous O, Lindner S, Tiefgraber M, Göldel S, Eismann T, Schwarz A, Göttert S, Jarosch S, Steiger K, Schulz C, Gigl M, Fischer JC, Janssen KP, Quante M, Heidegger S, Herhaus P, Verbeek M, Ruland J, van den Brink MRM, Weber D, Edinger M, Wolff D, Busch DH, Kleigrewe K, Herr W, Bassermann F, Gessner A, Deng L, Holler E, Poeck H. Bacteria and bacteriophage consortia are associated with protective intestinal metabolites in patients receiving stem cell transplantation. Nat Cancer 2024; 5:187-208. [PMID: 38172339 DOI: 10.1038/s43018-023-00669-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 10/13/2023] [Indexed: 01/05/2024]
Abstract
The microbiome is a predictor of clinical outcome in patients receiving allogeneic hematopoietic stem cell transplantation (allo-SCT). Microbiota-derived metabolites can modulate these outcomes. How bacteria, fungi and viruses contribute to the production of intestinal metabolites is still unclear. We combined amplicon sequencing, viral metagenomics and targeted metabolomics from stool samples of patients receiving allo-SCT (n = 78) and uncovered a microbiome signature of Lachnospiraceae and Oscillospiraceae and their associated bacteriophages, correlating with the production of immunomodulatory metabolites (IMMs). Moreover, we established the IMM risk index (IMM-RI), which was associated with improved survival and reduced relapse. A high abundance of short-chain fatty acid-biosynthesis pathways, specifically butyric acid via butyryl-coenzyme A (CoA):acetate CoA-transferase (BCoAT, which catalyzes EC 2.8.3.8) was detected in IMM-RI low-risk patients, and virome genome assembly identified two bacteriophages encoding BCoAT as an auxiliary metabolic gene. In conclusion, our study identifies a microbiome signature associated with protective IMMs and provides a rationale for considering metabolite-producing consortia and metabolite formulations as microbiome-based therapies.
Collapse
Affiliation(s)
- Erik Thiele Orberg
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany.
- German Cancer Consortium (DKTK), partner-site Munich, a partnership between DKFZ and Klinikum rechts der Isar, Munich, Germany.
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany.
| | - Elisabeth Meedt
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
| | - Andreas Hiergeist
- Institute of Clinical Microbiology and Hygiene, University Medical Center, Regensburg, Germany
| | - Jinling Xue
- Institute of Virology, Helmholtz Zentrum Munich, Munich, Germany
- Chair of Prevention for Microbial Infectious Disease, Central Institute of Disease Prevention and School of Life Sciences, Technical University of Munich, Munich, Germany
| | - Paul Heinrich
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
- Leibniz Institute for Immunotherapy, Regensburg, Germany
| | - Jinlong Ru
- Institute of Virology, Helmholtz Zentrum Munich, Munich, Germany
- Chair of Prevention for Microbial Infectious Disease, Central Institute of Disease Prevention and School of Life Sciences, Technical University of Munich, Munich, Germany
| | - Sakhila Ghimire
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
| | - Oriana Miltiadous
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sarah Lindner
- Department of Immunology, Sloan Kettering Institute, New York, NY, USA
| | - Melanie Tiefgraber
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
| | - Sophia Göldel
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
| | - Tina Eismann
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
| | - Alix Schwarz
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
| | - Sascha Göttert
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
| | - Sebastian Jarosch
- Institute for Medical Microbiology, Immunology and Hygiene, School of Medicine, Technical University of Munich, Munich, Germany
| | - Katja Steiger
- German Cancer Consortium (DKTK), partner-site Munich, a partnership between DKFZ and Klinikum rechts der Isar, Munich, Germany
- Comparative Experimental Pathology, School of Medicine, Technical University of Munich, Munich, Germany
- Institute of Pathology, School of Medicine, Technical University of Munich, Munich, Germany
| | - Christian Schulz
- Department of Internal Medicine II, University Hospital, Ludwig-Maximilians-Universität, Munich, Germany
- German Center for Infection Research (DZIF), partner site Munich, Munich, Germany
| | - Michael Gigl
- Bavarian Center for Biomolecular Mass Spectrometry, School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Julius C Fischer
- Department of Radiation Oncology, School of Medicine, Technical University of Munich (TUM), Klinikum rechts der Isar TUM, Munich, Germany
| | - Klaus-Peter Janssen
- Department of Surgery, School of Medicine, Technical University of Munich (TUM), Klinikum rechts der Isar TUM, Munich, Germany
| | - Michael Quante
- Department of Internal Medicine II, University Medical Center, Freiburg, Germany
| | - Simon Heidegger
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Peter Herhaus
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
| | - Mareike Verbeek
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
| | - Jürgen Ruland
- German Cancer Consortium (DKTK), partner-site Munich, a partnership between DKFZ and Klinikum rechts der Isar, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
- Institute of Clinical Chemistry and Pathobiochemistry, School of Medicine, Technical University of Munich, Munich, Germany
| | - Marcel R M van den Brink
- Department of Immunology, Sloan Kettering Institute, New York, NY, USA
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Weill Cornell Medical College, New York, NY, USA
| | - Daniela Weber
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
| | - Matthias Edinger
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
- Leibniz Institute for Immunotherapy, Regensburg, Germany
| | - Daniel Wolff
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
| | - Dirk H Busch
- Institute for Medical Microbiology, Immunology and Hygiene, School of Medicine, Technical University of Munich, Munich, Germany
- German Center for Infection Research (DZIF), partner site Munich, Munich, Germany
| | - Karin Kleigrewe
- Bavarian Center for Biomolecular Mass Spectrometry, School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Wolfgang Herr
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
| | - Florian Bassermann
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
- German Cancer Consortium (DKTK), partner-site Munich, a partnership between DKFZ and Klinikum rechts der Isar, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
- Bavarian Cancer Research Center (BZKF), Munich, Germany
| | - André Gessner
- Institute of Clinical Microbiology and Hygiene, University Medical Center, Regensburg, Germany
| | - Li Deng
- Institute of Virology, Helmholtz Zentrum Munich, Munich, Germany
- Chair of Prevention for Microbial Infectious Disease, Central Institute of Disease Prevention and School of Life Sciences, Technical University of Munich, Munich, Germany
| | - Ernst Holler
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
| | - Hendrik Poeck
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany.
- Leibniz Institute for Immunotherapy, Regensburg, Germany.
- Bavarian Cancer Research Center (BZKF), Regensburg, Germany.
| |
Collapse
|