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Fei T, Funnell T, Waters NR, Raj SS, Baichoo M, Sadeghi K, Dai A, Miltiadous O, Shouval R, Lv M, Peled JU, Ponce DM, Perales MA, Gönen M, van den Brink MRM. Scalable log-ratio lasso regression for enhanced microbial feature selection with FLORAL. CELL REPORTS METHODS 2024:100899. [PMID: 39515336 DOI: 10.1016/j.crmeth.2024.100899] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2024] [Revised: 09/03/2024] [Accepted: 10/16/2024] [Indexed: 11/16/2024]
Abstract
Identifying predictive biomarkers of patient outcomes from high-throughput microbiome data is of high interest, while existing computational methods do not satisfactorily account for complex survival endpoints, longitudinal samples, and taxa-specific sequencing biases. We present FLORAL, an open-source tool to perform scalable log-ratio lasso regression and microbial feature selection for continuous, binary, time-to-event, and competing risk outcomes, with compatibility for longitudinal microbiome data as time-dependent covariates. The proposed method adapts the augmented Lagrangian algorithm for a zero-sum constraint optimization problem while enabling a two-stage screening process for enhanced false-positive control. In extensive simulation and real-data analyses, FLORAL achieved consistently better false-positive control compared to other lasso-based approaches and better sensitivity over popular differential abundance testing methods for datasets with smaller sample sizes. In a survival analysis of allogeneic hematopoietic cell transplant recipients, FLORAL demonstrated considerable improvement in microbial feature selection by utilizing longitudinal microbiome data over solely using baseline microbiome data.
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Affiliation(s)
- Teng Fei
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| | - Tyler Funnell
- Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Los Angeles, CA, USA
| | - Nicholas R Waters
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sandeep S Raj
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Mirae Baichoo
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Keimya Sadeghi
- Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Los Angeles, CA, USA
| | - Anqi Dai
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Oriana Miltiadous
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Roni Shouval
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Meng Lv
- Institute of Hematology, Peking University People's Hospital, Beijing, China
| | - Jonathan U Peled
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Doris M Ponce
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Miguel-Angel Perales
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Mithat Gönen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Marcel R M van den Brink
- Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Los Angeles, CA, USA; Hematologic Malignancies Research Institute, City of Hope National Medical Center, Los Angeles, CA, USA; Comprehensive Cancer Center, City of Hope National Medical Center, Los Angeles, CA, USA.
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2
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Fernandez‐Sanchez J, Rodgers R, Maknojia AA, Shaikh N, Yan H, Mejia ME, Hendricks H, Jenq RR, Reddy P, Banerjee R, Schraw JM, Baldridge MT, King KY. Antibiotic-associated neutropenia is marked by the depletion of intestinal Lachnospiraceae and associated metabolites in pediatric patients. Hemasphere 2024; 8:e70038. [PMID: 39525856 PMCID: PMC11543857 DOI: 10.1002/hem3.70038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Revised: 08/27/2024] [Accepted: 09/26/2024] [Indexed: 11/16/2024] Open
Abstract
Prolonged antibiotic exposure causes dangerous hematologic side effects, including neutropenia, in up to 34% of patients. Murine studies established a link between the intestinal microbiota and hematopoiesis. To identify factors that predispose to neutropenia in pediatric patients, we evaluated changes in microbiota-derived metabolites and intestinal microbiota composition after prolonged courses of antibiotics. In this multi-center study, patients with infections requiring anticipated antibiotic treatment of two or more weeks were enrolled. Stool samples were obtained at the start and completion of antibiotics or at neutropenia onset (prospective arm). Some patients were enrolled in a retrospective arm in which a stool sample was collected at the time of neutropenia during antibiotic therapy and 2-4 weeks after completion of antibiotics with recovery of blood counts. We identified 10 patients who developed neutropenia on antibiotics and 29 controls matched for age, sex, race, and ethnicity. Clinical data demonstrated no association between neutropenia and the type of infection or antibiotic used; however, patients with neutropenia were admitted to the intensive care unit more often and received longer courses of antibiotics. Reduced intestinal microbiome richness and, specifically, decreased abundance of Lachnospiraceae family members correlated with neutropenia. Untargeted stool metabolomic profiling revealed several metabolites that were depleted exclusively in patients with neutropenia, including members of the urea cycle pathway, pyrimidine metabolism, and fatty acid metabolism that are known to be produced by Lachnospiraceae. Our study shows a relationship between intestinal microbiota disruption and abnormal hematopoiesis and identifies taxa and metabolites likely to contribute to microbiota-sustained hematopoiesis.
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Affiliation(s)
| | - Rachel Rodgers
- Department of Medicine, Division of Infectious DiseasesWashington University School of MedicineSt. LouisMissouriUSA
| | - Arushana A. Maknojia
- Immunology and Microbiology Program, Graduate School of Biomedical SciencesBaylor College of MedicineHoustonTexasUSA
| | - Nusrat Shaikh
- Department of Pediatrics, Center for Research AdvancementBaylor College of MedicineHoustonTexasUSA
| | - Hannah Yan
- Immunology and Microbiology Program, Graduate School of Biomedical SciencesBaylor College of MedicineHoustonTexasUSA
| | - Marlyd E. Mejia
- Immunology and Microbiology Program, Graduate School of Biomedical SciencesBaylor College of MedicineHoustonTexasUSA
| | - Hope Hendricks
- Department of Pediatrics, Division of Infectious DiseasesDuke University School of MedicineDurhamNorth CarolinaUSA
| | - Robert R. Jenq
- Departments of Genomic Medicine and Stem Cell Transplantation Cellular TherapyMD Anderson Cancer CenterHoustonTexas
| | - Pavan Reddy
- Dan L. Duncan Comprehensive Cancer Center, Baylor College of MedicineHoustonTexasUSA
| | - Ritu Banerjee
- Department of Pediatrics, Division of Pediatric Infectious DiseasesVanderbilt University Medical Center, Vanderbilt UniversityNashvilleTennesseeUSA
| | - Jeremy M. Schraw
- Department of Pediatrics, Division of Hematology–OncologyBaylor College of MedicineHoustonTexasUSA
- Department of Pediatrics, Center for Epidemiology and Population HealthBaylor College of MedicineHoustonTexasUSA
| | - Megan T. Baldridge
- Department of Medicine, Division of Infectious DiseasesWashington University School of MedicineSt. LouisMissouriUSA
| | - Katherine Y. King
- Immunology and Microbiology Program, Graduate School of Biomedical SciencesBaylor College of MedicineHoustonTexasUSA
- Department of Pediatrics, Division of Infectious DiseasesCenter for Cell and Gene Therapy, Baylor College of Medicine and Texas Children's HospitalHoustonTexasUSA
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Toenges R, Lang F, Ghaffar R, Lindner S, Schlipfenbacher V, Riemann J, Ajib S, Kouidri K, Cremer A, Weber B, Nguyen NTT, Knoch A, Vehreschild J, Serve H, Bug G. Interventional antibiotic treatment replacing antibiotic prophylaxis during allogeneic hematopoietic stem cell transplantation is safe and leads to a reduction of antibiotic administration. Ann Hematol 2024; 103:4687-4699. [PMID: 39237814 DOI: 10.1007/s00277-024-05986-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Accepted: 08/29/2024] [Indexed: 09/07/2024]
Abstract
Patients undergoing allogeneic hematopoietic stem cell transplantation (alloHSCT) face an elevated risk of infection-related mortality, particularly during the pre-engraftment period. Although systemic antibiotic prophylaxis (SAP) is commonly employed during neutropenia, it is linked to disruptions in the intestinal microbiome, increasing the risk of graft-versus-host disease (GVHD), Clostridium difficile infection (CDI), and colonization with multi-drug resistant (MDR) bacteria. In our retrospective analysis, we evaluated the safety and efficacy of an exclusively interventional antibiotic treatment (IAT) compared to SAP in adult alloHSCT patients. In comparison to SAP, IAT resulted in a significantly reduced duration of antibiotic therapy (24 vs. 18 days, p < 0.001), although the cumulative incidence (CI) of bloodstream infections (BSI) by day + 100 post-HSCT was significantly higher in the IAT group compared to SAP (40% vs. 13%, p < 0.001). However, this did not lead to a significant increase in ICU transfers (13% vs. 6%, p = ns) or a higher CI of non-relapse mortality (NRM) at 3 years (11% vs. 10%, p = ns). With a median follow-up of 1052 days, the 3-year overall survival (OS) rates were 69% and 66% for the SAP and IAT cohorts, respectively (p = ns). The CI of acute GVHD grade II-IV (30% vs. 39%) at 100 days or chronic GVHD of any grade (50% vs. 45%) at 3 years did not differ significantly between the SAP and IAT groups. There was a tendency towards a higher CI of severe chronic GVHD in the SAP cohort (28% vs. 13%, p = 0.08). Our single center experience in conducting alloHSCT without antibiotic prophylaxis but with stringent guidelines for prompt antibiotic intervention demonstrated no disadvantages in terms of OS and NRM. IAT led to significantly reduced consumption of cefotaxime, carbapenem, and glycopeptide antibiotics. In conclusion, our findings suggest that replacing SAP with the proposed IAT procedure is both safe and feasible.
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Affiliation(s)
- Rosa Toenges
- Department of Medicine II, Hematology and Oncology, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany.
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
| | - Fabian Lang
- Department of Medicine II, Hematology and Oncology, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Rakhshinda Ghaffar
- Department of Medicine II, Hematology and Oncology, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Sarah Lindner
- Department of Medicine II, Hematology and Oncology, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
- Department of Hematology, Oncology and Cancer Immunology, Charité - Universitätsmedizin Berlin, Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Vera Schlipfenbacher
- Department of Medicine II, Hematology and Oncology, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Julia Riemann
- Department of Medicine II, Hematology and Oncology, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Salem Ajib
- Department of Medicine II, Hematology and Oncology, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Khouloud Kouidri
- Department of Medicine II, Hematology and Oncology, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Anjali Cremer
- Department of Medicine II, Hematology and Oncology, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Bodo Weber
- Department of Medicine II, Hematology and Oncology, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Ngoc Thien Thu Nguyen
- Department of Medicine II, Hematology and Oncology, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Antje Knoch
- Department of Medicine II, Hematology and Oncology, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Janne Vehreschild
- Department of Medicine II, Hematology and Oncology, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
- Faculty of Medicine, Department I for Internal Medicine, University Hospital Cologne, University of Cologne, Cologne, Germany
- German Centre for Infection Research (DZIF), Cologne, Germany
| | - Hubert Serve
- Department of Medicine II, Hematology and Oncology, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
- German Cancer Consortium (DKTK) Partner Site Frankfurt/Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Frankfurt Cancer Institute, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Gesine Bug
- Department of Medicine II, Hematology and Oncology, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
- German Cancer Consortium (DKTK) Partner Site Frankfurt/Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Frankfurt Cancer Institute, Goethe University Frankfurt, Frankfurt am Main, Germany
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Fernández-Maestre I, Cai SF, Levine RL. A View of Myeloid Transformation through the Hallmarks of Cancer. Blood Cancer Discov 2024; 5:377-387. [PMID: 39422551 PMCID: PMC11528188 DOI: 10.1158/2643-3230.bcd-24-0009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 05/30/2024] [Accepted: 08/30/2024] [Indexed: 10/19/2024] Open
Abstract
The development of myeloid malignancies is influenced by a range of cell-intrinsic and cell-extrinsic factors, which can be conceptualized using the hallmarks of cancer. Although many facets of myeloid transformation are similar to those in solid tumors, there are also notable differences. Unlike solid tumors, hematologic malignancies typically exhibit fewer genetic mutations, which have been well characterized. However, understanding the cell-extrinsic factors contributing to myeloid malignancies can be challenging due to the complex interactions in the hematopoietic microenvironment. Researchers need to focus on these intricate factors to prevent the early onset of myeloid transformation and develop appropriate interventions. Significance: Myeloid malignancies are common in the elderly, and acute myeloid leukemia has an adverse prognosis in older patients. Investigating cell-extrinsic factors influencing myeloid malignancies is crucial to developing approaches for preventing or halting disease progression and predicting clinical outcomes in patients with advanced disease. Whereas successful intervention may require targeting various mechanisms, understanding the contribution of each cell-extrinsic factor will help prioritize clinical targets.
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Affiliation(s)
- Inés Fernández-Maestre
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Louis V. Gerstner Jr Graduate School of Biomedical Sciences, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Sheng F. Cai
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Leukemia Service, Department of Medicine and Center for Hematologic Malignancies, Memorial Sloan Kettering, Cancer Center, New York, New York
| | - Ross L. Levine
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Leukemia Service, Department of Medicine and Center for Hematologic Malignancies, Memorial Sloan Kettering, Cancer Center, New York, New York
- Center for Epigenetics Research, Memorial Sloan Kettering Cancer Center, New York, New York
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5
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Xie J, Smith M. The intestinal microbiota and cellular therapy: implications for impact and mechanisms. Blood 2024; 144:1557-1569. [PMID: 39141827 DOI: 10.1182/blood.2024024219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Revised: 06/25/2024] [Accepted: 07/16/2024] [Indexed: 08/16/2024] Open
Abstract
ABSTRACT The microbiota, comprising bacteria, fungi, and viruses residing within our bodies, functions as a key modulator in host health and states, including immune responses. Studies have linked microbiota and microbiota-derived metabolites to immune cell functions. In this review, we probe the complex relationship between the human microbiota and clinical outcomes of cellular therapies that leverage immune cells to fight various cancers. With a particular emphasis on hematopoietic cell transplantation and chimeric antigen receptor T-cell therapy, we explore the potential mechanisms underpinning this interaction. We also highlight the interventional applications of the microbiota in cellular therapy while outlining future research directions in the field.
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Affiliation(s)
- Jiayi Xie
- Division of Blood and Marrow Transplantation and Cellular Therapy, Department of Medicine, Stanford University School of Medicine, Stanford, CA
| | - Melody Smith
- Division of Blood and Marrow Transplantation and Cellular Therapy, Department of Medicine, Stanford University School of Medicine, Stanford, CA
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6
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A virus-derived enzyme can destroy the membrane structures that protect bacteria. Nature 2024:10.1038/d41586-024-03188-6. [PMID: 39363022 DOI: 10.1038/d41586-024-03188-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/05/2024]
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7
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Farhan S, Mazur I, Hartzell S, Xie P, Neme K, German A, Mikulandric N, Patel K, Wu M, Kortam N, Yaseen A, Sweidan A, Latack K, Emole J, Peres E, Abidi MH, Ramesh M. Ciprofloxacin versus levofloxacin prophylaxis in hematopoietic stem cell transplantation: A randomized trial. Int J Infect Dis 2024; 147:107172. [PMID: 39019103 DOI: 10.1016/j.ijid.2024.107172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 07/09/2024] [Accepted: 07/10/2024] [Indexed: 07/19/2024] Open
Abstract
OBJECTIVES We aimed to assess whether there is a difference between ciprofloxacin and levofloxacin as prophylaxis in hematopoietic stem cell transplant (SCT) recipients. METHODS This is a prospective, randomized trial in patients receiving SCT at Henry Ford Health in the United States of America. We randomly assigned patients (1:1) to receive ciprofloxacin or levofloxacin. The primary outcome was incidence of bloodstream bacterial infections (BSI) up to day 60 after SCT. RESULTS Between June 4, 2018, and May 23, 2022, we randomly assigned 308 consecutive patients to receive ciprofloxacin (154 patients) or levofloxacin (154 patients). BSI was similar in both the ciprofloxacin and levofloxacin groups (18 [11.7%] vs 18 [11.7%]). Pneumonia was more frequent in the ciprofloxacin group compared to the levofloxacin group (18 [18%] vs 7 [23%]; relative risk 2.57, 95% CI 1.11-5.98; p = 0.028). There were no differences in neutrophil engraftment, fever, Clostridium difficile infection, relapse incidence, overall survival, nonrelapse mortality, length of stay post-SCT, or intensive care unit admission. CONCLUSION Although both prophylaxis regimens demonstrated the same efficacy in SCT recipients, levofloxacin prophylaxis led to less pneumonia in the first 60 days post-SCT. TRIAL REGISTRATION This study is registered on ClinicalTrials.gov, NCT03850379.
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Affiliation(s)
- Shatha Farhan
- Stem Cell Transplant and Cellular Therapy, Henry Ford Health, Detroit, MI, USA.
| | - Izabela Mazur
- Stem Cell Transplant and Cellular Therapy, Henry Ford Health, Detroit, MI, USA
| | - Susan Hartzell
- Wayne State University School of Medicine, Detroit, MI, USA
| | - Peter Xie
- MetroHealth System, Cleveland, OH, USA
| | - Klodiana Neme
- Stem Cell Transplant and Cellular Therapy, Henry Ford Health, Detroit, MI, USA
| | - Angela German
- Stem Cell Transplant and Cellular Therapy, Henry Ford Health, Detroit, MI, USA
| | - Nancy Mikulandric
- Stem Cell Transplant and Cellular Therapy, Henry Ford Health, Detroit, MI, USA
| | - Kunj Patel
- Department of Internal Medicine, Henry Ford Hospital, Detroit, MI, USA
| | - Min Wu
- Wayne State University School of Medicine, Detroit, MI, USA
| | - Neda Kortam
- Division of Rheumatology, University of Michigan, Ann Arbor, MI, USA
| | - Aseel Yaseen
- Division of Endocrinology, Diabetes, & Metabolism, Henry Ford Health, Detroit, MI, USA
| | - Aroob Sweidan
- Hematology Oncology, Henry Ford Health, Detroit, MI, USA
| | - Katie Latack
- Public Health Sciences, Henry Ford Health, Detroit, MI, USA
| | - Josephine Emole
- Stem Cell Transplant and Cellular Therapy, Henry Ford Health, Detroit, MI, USA
| | - Edward Peres
- Stem Cell Transplant and Cellular Therapy, Henry Ford Health, Detroit, MI, USA
| | - Muneer H Abidi
- Stem Cell Transplant and Cellular Therapy, Henry Ford Health, Detroit, MI, USA
| | - Mayur Ramesh
- Transplant Infectious Diseases and Immunotherapy, Henry Ford Hospital, Detroit, MI, USA
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8
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Galaverna F, Flamini S, De Luca CD, Pili I, Boccieri E, Benini F, Quagliarella F, Rosignoli C, Rosichini M, Genah S, Catanoso M, Cardinale A, Volpe G, Coccetti M, Pitisci A, Li Pira G, Carta R, Lucarelli B, Del Bufalo F, Bertaina V, Becilli M, Pagliara D, Algeri M, Merli P, Locatelli F, Velardi E. Mucosal-associated invariant T cells are functionally impaired in pediatric and young adult patients following allogeneic hematopoietic stem cell transplantation and their recovery correlates with clinical outcomes. Haematologica 2024; 109:3222-3236. [PMID: 38813718 PMCID: PMC11443409 DOI: 10.3324/haematol.2023.284649] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Accepted: 05/17/2024] [Indexed: 05/31/2024] Open
Abstract
Mucosal-associated invariant T (MAIT) cells are innate-like T cells implicated in the response to fungal and bacterial infections. Their contribution to restoring T-cell immunity and influencing hematopoietic stem cell transplant (HSCT) outcomes remains poorly understood. We retrospectively studied MAIT-cell recovery in 145 consecutive children and young adults with hematologic malignancies undergoing allogeneic (allo)-HSCT between April 2019 and May 2022, from unrelated matched donor (MUD, N=52), with standard graft-versus-host-disease (GvHD) prophylaxis, or HLA-haploidentical (Haplo, N=93) donor after in vitro αβT/CD19-cell depletion, without post-HSCT pharmacological prophylaxis. With a median follow-up of 33 months (range, 12-49 months), overall survival (OS), disease-free survival (DFS), and non-relapse mortality (NRM) were 79.5%, 72%, and 7%, respectively; GvHD-free relapse-free survival (GRFS) was 63%, while cumulative incidence of relapse was 23%. While αβT cells were reconstituted 1-2 years post HSCT, MAIT cells showed delayed recovery and prolonged functional impairment, characterized by expression of activation (CD25, CD38), exhaustion (PD1, TIM3) and senescence (CD57) markers, and suboptimal ex vivo response. OS, DFS, and NRM were not affected by MAIT cells. Interestingly, higher MAIT cells at day +30 correlated with higher incidence of grade II-IV acute GvHD (19% vs. 7%, P=0.06). Furthermore, a greater MAIT-cell count tended to be associated with a higher incidence of chronic GvHD (cGvHD) (17% vs. 6%, P=0.07) resulting in lower GRFS (55% vs. 73%, P=0.05). Higher MAIT cells also correlated with greater cytomegalovirus (CMV) reactivation and lower late blood stream infections (BSI) (44% vs. 24%, P=0.02 and 9% vs. 18%, P=0.08, respectively). Future studies are needed to confirm the impact of early MAIT-cell recovery on cGvHD, CMV reactivation, and late BSI.
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Affiliation(s)
- Federica Galaverna
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome
| | - Sara Flamini
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome
| | - Carmen Dolores De Luca
- Department of Maternal and Child Health, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185 Rome
| | - Ilaria Pili
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome
| | - Emilia Boccieri
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome
| | - Francesca Benini
- Department of Maternal and Child Health, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185 Rome
| | - Francesco Quagliarella
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome
| | - Chiara Rosignoli
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome
| | - Marco Rosichini
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy; Department of Molecular Medicine, Sapienza University of Rome, Viale Regina Elena 291, 00161 Rome
| | - Shirley Genah
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome
| | - Marialuigia Catanoso
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome
| | - Antonella Cardinale
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome
| | - Gabriele Volpe
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome
| | - Marianna Coccetti
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome
| | - Angela Pitisci
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome
| | - Giuseppina Li Pira
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome
| | - Roberto Carta
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome
| | - Barbarella Lucarelli
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome
| | - Francesca Del Bufalo
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome
| | - Valentina Bertaina
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome
| | - Marco Becilli
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome
| | - Daria Pagliara
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome
| | - Mattia Algeri
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy; Department of Health Sciences, Magna Graecia University, Catanzaro
| | - Pietro Merli
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome
| | - Franco Locatelli
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy; Department of Maternal and Child Health, Catholic University of the Sacred Heart, Largo Francesco Vito, 1, 00168 Rome.
| | - Enrico Velardi
- Research Area of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome.
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Guevara-Ramírez P, Cadena-Ullauri S, Paz-Cruz E, Ruiz-Pozo VA, Tamayo-Trujillo R, Cabrera-Andrade A, Zambrano AK. Gut Microbiota Disruption in Hematologic Cancer Therapy: Molecular Insights and Implications for Treatment Efficacy. Int J Mol Sci 2024; 25:10255. [PMID: 39408584 PMCID: PMC11476909 DOI: 10.3390/ijms251910255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Revised: 09/13/2024] [Accepted: 09/18/2024] [Indexed: 10/20/2024] Open
Abstract
Hematologic malignancies (HMs), including leukemia, lymphoma, and multiple myeloma, involve the uncontrolled proliferation of abnormal blood cells, posing significant clinical challenges due to their heterogeneity and varied treatment responses. Despite recent advancements in therapies that have improved survival rates, particularly in chronic lymphocytic leukemia and acute lymphoblastic leukemia, treatments like chemotherapy and stem cell transplantation often disrupt gut microbiota, which can negatively impact treatment outcomes and increase infection risks. This review explores the complex, bidirectional interactions between gut microbiota and cancer treatments in patients with HMs. Gut microbiota can influence drug metabolism through mechanisms such as the production of enzymes like bacterial β-glucuronidases, which can alter drug efficacy and toxicity. Moreover, microbial metabolites like short-chain fatty acids can modulate the host immune response, enhancing treatment effectiveness. However, therapy often reduces the diversity of beneficial bacteria, such as Bifidobacterium and Faecalibacterium, while increasing pathogenic bacteria like Enterococcus and Escherichia coli. These findings highlight the critical need to preserve microbiota diversity during treatment. Future research should focus on personalized microbiome-based therapies, including probiotics, prebiotics, and fecal microbiota transplantation, to improve outcomes and quality of life for patients with hematologic malignancies.
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Affiliation(s)
- Patricia Guevara-Ramírez
- Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Quito 170129, Ecuador
| | - Santiago Cadena-Ullauri
- Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Quito 170129, Ecuador
| | - Elius Paz-Cruz
- Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Quito 170129, Ecuador
| | - Viviana A. Ruiz-Pozo
- Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Quito 170129, Ecuador
| | - Rafael Tamayo-Trujillo
- Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Quito 170129, Ecuador
| | - Alejandro Cabrera-Andrade
- Escuela de Enfermería, Facultad de Ciencias de la Salud, Universidad de Las Américas, Quito 170124, Ecuador
- Grupo de Bio-Quimioinformática, Universidad de Las Américas, Quito 170124, Ecuador
| | - Ana Karina Zambrano
- Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Quito 170129, Ecuador
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10
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Rashidi A, Pidala J, Hamilton BK, Pavletic SZ, Kim K, Zevin A, Mays JW, Lee SJ. Oral and Gut Microbiome Alterations in Oral Chronic GVHD Disease: Results from Close Assessment and Testing for Chronic GVHD (CATCH Study). Clin Cancer Res 2024; 30:4240-4250. [PMID: 39017661 PMCID: PMC11398982 DOI: 10.1158/1078-0432.ccr-24-0875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2024] [Revised: 05/13/2024] [Accepted: 07/15/2024] [Indexed: 07/18/2024]
Abstract
PURPOSE Whether and how the oral microbiome and its changes in allogeneic hematopoietic cell transplantation (alloHCT) recipients may contribute to oral chronic GVHD (cGVHD) pathogenesis is unknown. In addition, although the oral and colonic microbiota are distinct in healthy adults, whether oral microbes may ectopically colonize the gut in alloHCT patients is unknown. EXPERIMENTAL DESIGN To address these knowledge gaps, longitudinal oral and fecal samples were collected prospectively in the multicenter Close Assessment and Testing for Chronic GVHD study (NCT04188912). Through shotgun metagenomic sequencing of the samples collected at baseline, oral cGVHD onset, first post-cGVHD onset visit, and 1-year post-HCT time points in patients with oral cGVHD (cases; N = 29) or without any cGVHD (controls; N = 51), we examined whether (i) oral and/or gut microbiomes and their longitudinal trajectories differ between cases and controls and (ii) oral and gut microbiomes overlap in alloHCT recipients, especially those developing cGVHD. RESULTS A total of 195 samples were analyzed. The onset of oral cGVHD was characterized by an expansion of Streptococcus salivarius and Veillonella parvula in the oral microbiome. High levels of oral/gut microbiota overlap were observed, particularly in patients with oral cGVHD, suggesting ectopic colonization of the gut by oral bacteria. CONCLUSIONS The unusual coalescence of two distant niches in these patients may result in short- or long-term consequences for the host, a novel avenue for future research. In addition, this study suggests a contribution of the oral microbiome to oral cGVHD pathogenesis.
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Affiliation(s)
- Armin Rashidi
- Clinical Research Division, Fred Hutchinson Cancer Center; and Division of Medical Oncology, Department of Medicine, University of Washington, Seattle, WA
| | - Joseph Pidala
- Blood and Marrow Transplantation and Cellular Immunotherapy, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Betty K. Hamilton
- Blood and Marrow Transplant Program, Department of Hematology and Medical Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH
| | - Steven Z. Pavletic
- Immune Deficiency Cellular Therapy Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Katie Kim
- Genomics and Bioinformatics Shared Resource, Fred Hutchinson Cancer Center, Seattle, WA
| | - Alex Zevin
- Genomics and Bioinformatics Shared Resource, Fred Hutchinson Cancer Center, Seattle, WA
| | - Jacqueline W. Mays
- Oral Immunobiology Unit, National Institute of Dental and Craniofacial Research, National Institutes of Health, Bethesda, MD
| | - Stephanie J. Lee
- Clinical Research Division, Fred Hutchinson Cancer Center; and Division of Medical Oncology, Department of Medicine, University of Washington, Seattle, WA
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11
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Smibert OC, Trubiano JA, Kwong JC, Markey KA, Slavin MA. Protocol for a clinically annotated biorepository of samples from Australian immune-compromised patients to investigate the host-microbiome interaction. BMJ Open 2024; 14:e085504. [PMID: 39266311 PMCID: PMC11440200 DOI: 10.1136/bmjopen-2024-085504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Accepted: 08/07/2024] [Indexed: 09/14/2024] Open
Abstract
INTRODUCTION The human gut microbiota has the potential to modulate the outcomes of several human diseases. This effect is likely to be mediated through interaction with the host immune system. This protocol details the establishment of a biorepository of clinically annotated samples, which we will use to explore correlations between the gut microbiota and the immune system of immune-compromised patients. We aim to identify microbiome-related risk factors for adverse outcomes. METHODS AND ANALYSES This is a protocol for the development of a biorepository of clinically annotated samples collected prospectively across three centres in Melbourne, Australia. Participants will be recruited across the following clinical streams: (1) acute leukaemia and allogeneic stem cell transplant; (2) end-stage liver disease and liver transplant; (3) patients receiving any cancer immunotherapies (eg, chimeric antigen receptor therapy); (4) deceased organ donors and (5) healthy adult controls. Participants will be asked to provide paired peripheral blood and microbiota samples (stool and saliva) at either (1) single time point for healthy controls and deceased organ donors or (2) longitudinally over multiple prespecified or event-driven time points for the remaining cohorts. Sampling of fluid from bronchoalveolar lavage and colonoscopy or biopsy of tissues undertaken during routine care will also be performed. ETHICS AND DISSEMINATION Ethical approval has been obtained from the relevant local ethics committee (The Royal Melbourne Hospital Human Research Ethics Committee). The results of this study will be disseminated by various scientific platforms including social media, international presentations and publication in peer-reviewed journals. TRIAL REGISTRATION NUMBER ACTRN12623001105639. Date registered 20 October 2023.
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Affiliation(s)
- Olivia C Smibert
- Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia
- Department of Infectious Diseases, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Department of Infectious Diseases & Immunology, Austin Health, Melbourne, Victoria, Australia
- National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Department of Infectious Diseases, University of Melbourne, The Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Jason A Trubiano
- Department of Infectious Diseases & Immunology, Austin Health, Melbourne, Victoria, Australia
- National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Department of Infectious Diseases, University of Melbourne, The Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Centre for Antibiotic Allergy and Research, Department of Infectious Diseases, Austin Health, Heidelberg, Victoria, Australia
| | - Jason C Kwong
- Department of Infectious Diseases & Immunology, Austin Health, Melbourne, Victoria, Australia
- Department of Microbiology & Immunology, The Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, Victoria, Australia
| | - Kate A Markey
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center (FHCC), Seattle, Washington, USA
- Department of Medicine, University of Washington, Seattle, Washington, USA
| | - Monica A Slavin
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia
- Department of Infectious Diseases, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Department of Infectious Diseases, University of Melbourne, The Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
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12
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Hayase E, Hayase T, Mukherjee A, Stinson SC, Jamal MA, Ortega MR, Sanchez CA, Ahmed SS, Karmouch JL, Chang CC, Flores II, McDaniel LK, Brown AN, El-Himri RK, Chapa VA, Tan L, Tran BQ, Xiao Y, Fan C, Pham D, Halsey TM, Jin Y, Tsai WB, Prasad R, Glover IK, Enkhbayar A, Mohammed A, Schmiester M, King KY, Britton RA, Reddy P, Wong MC, Ajami NJ, Wargo JA, Shelburne S, Okhuysen PC, Liu C, Fowler SW, Conner ME, Katsamakis Z, Smith N, Burgos da Silva M, Ponce DM, Peled JU, van den Brink MRM, Peterson CB, Rondon G, Molldrem JJ, Champlin RE, Shpall EJ, Lorenzi PL, Mehta RS, Martens EC, Alousi AM, Jenq RR. Bacteroides ovatus alleviates dysbiotic microbiota-induced graft-versus-host disease. Cell Host Microbe 2024; 32:1621-1636.e6. [PMID: 39214085 PMCID: PMC11441101 DOI: 10.1016/j.chom.2024.08.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 06/12/2024] [Accepted: 08/02/2024] [Indexed: 09/04/2024]
Abstract
Acute lower gastrointestinal GVHD (aLGI-GVHD) is a serious complication of allogeneic hematopoietic stem cell transplantation. Although the intestinal microbiota is associated with the incidence of aLGI-GVHD, how the intestinal microbiota impacts treatment responses in aLGI-GVHD has not been thoroughly studied. In a cohort of patients with aLGI-GVHD (n = 37), we found that non-response to standard therapy with corticosteroids was associated with prior treatment with carbapenem antibiotics and a disrupted fecal microbiome characterized by reduced abundances of Bacteroides ovatus. In a murine GVHD model aggravated by carbapenem antibiotics, introducing B. ovatus reduced GVHD severity and improved survival. These beneficial effects of Bacteroides ovatus were linked to its ability to metabolize dietary polysaccharides into monosaccharides, which suppressed the mucus-degrading capabilities of colonic mucus degraders such as Bacteroides thetaiotaomicron and Akkermansia muciniphila, thus reducing GVHD-related mortality. Collectively, these findings reveal the importance of microbiota in aLGI-GVHD and therapeutic potential of B. ovatus.
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Affiliation(s)
- Eiko Hayase
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA.
| | - Tomo Hayase
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Akash Mukherjee
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Stuart C Stinson
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Mohamed A Jamal
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Miriam R Ortega
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Christopher A Sanchez
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Saira S Ahmed
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Jennifer L Karmouch
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Chia-Chi Chang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Ivonne I Flores
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Lauren K McDaniel
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Alexandria N Brown
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Rawan K El-Himri
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Valerie A Chapa
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Lin Tan
- Metabolomics Core Facility, Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77230, USA
| | - Bao Q Tran
- Metabolomics Core Facility, Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77230, USA
| | - Yao Xiao
- Department of Microbiology & Immunology, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - Christopher Fan
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Dung Pham
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Taylor M Halsey
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Yimei Jin
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Wen-Bin Tsai
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Rishika Prasad
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Israel K Glover
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Altai Enkhbayar
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Aqsa Mohammed
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Maren Schmiester
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Katherine Y King
- Center for Cell and Gene Therapy and Department of Pediatrics, Division of Infectious Diseases, Baylor College of Medicine, Houston, TX 77030, USA
| | - Robert A Britton
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Pavan Reddy
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Matthew C Wong
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Nadim J Ajami
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Jennifer A Wargo
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Samuel Shelburne
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA; Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Pablo C Okhuysen
- Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Chen Liu
- Department of Pathology, Yale School of Medicine, New Haven, CT 06520, USA
| | - Stephanie W Fowler
- Department of Molecular Virology and Microbiology and Department of Education, Innovation, and Technology, Baylor College of Medicine, Houston, TX 77030, USA; Center for Comparative Medicine and Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Margaret E Conner
- Department of Molecular Virology and Microbiology and Department of Education, Innovation, and Technology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Zoe Katsamakis
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Natalie Smith
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Marina Burgos da Silva
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Doris M Ponce
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Jonathan U Peled
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Weill Cornell Medical College, New York, NY 10021, USA
| | - Marcel R M van den Brink
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Weill Cornell Medical College, New York, NY 10021, USA
| | - Christine B Peterson
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Gabriela Rondon
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Jeffrey J Molldrem
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; Department of Hematopoietic Biology & Malignancy, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Richard E Champlin
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Elizabeth J Shpall
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Philip L Lorenzi
- Metabolomics Core Facility, Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77230, USA
| | - Rohtesh S Mehta
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Eric C Martens
- Department of Microbiology & Immunology, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - Amin M Alousi
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Robert R Jenq
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA; Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; CPRIT Scholar in Cancer Research, Houston, TX, USA.
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13
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Swarte JC, Zhang S, Nieuwenhuis LM, Gacesa R, Knobbe TJ, De Meijer VE, Damman K, Verschuuren EAM, Gan TC, Fu J, Zhernakova A, Harmsen HJM, Blokzijl H, Bakker SJL, Björk JR, Weersma RK. Multiple indicators of gut dysbiosis predict all-cause and cause-specific mortality in solid organ transplant recipients. Gut 2024; 73:1650-1661. [PMID: 38955400 DOI: 10.1136/gutjnl-2023-331441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 05/12/2024] [Indexed: 07/04/2024]
Abstract
OBJECTIVE Gut microbiome composition is associated with multiple diseases, but relatively little is known about its relationship with long-term outcome measures. While gut dysbiosis has been linked to mortality risk in the general population, the relationship with overall survival in specific diseases has not been extensively studied. In the current study, we present results from an in-depth analysis of the relationship between gut dysbiosis and all-cause and cause-specific mortality in the setting of solid organ transplant recipients (SOTR). DESIGN We analysed 1337 metagenomes derived from faecal samples of 766 kidney, 334 liver, 170 lung and 67 heart transplant recipients part of the TransplantLines Biobank and Cohort-a prospective cohort study including extensive phenotype data with 6.5 years of follow-up. To analyze gut dysbiosis, we included an additional 8208 metagenomes from the general population of the same geographical area (northern Netherlands). Multivariable Cox regression and a machine learning algorithm were used to analyse the association between multiple indicators of gut dysbiosis, including individual species abundances, and all-cause and cause-specific mortality. RESULTS We identified two patterns representing overall microbiome community variation that were associated with both all-cause and cause-specific mortality. The gut microbiome distance between each transplantation recipient to the average of the general population was associated with all-cause mortality and death from infection, malignancy and cardiovascular disease. A multivariable Cox regression on individual species abundances identified 23 bacterial species that were associated with all-cause mortality, and by applying a machine learning algorithm, we identified a balance (a type of log-ratio) consisting of 19 out of the 23 species that were associated with all-cause mortality. CONCLUSION Gut dysbiosis is consistently associated with mortality in SOTR. Our results support the observations that gut dysbiosis is associated with long-term survival. Since our data do not allow us to infer causality, more preclinical research is needed to understand mechanisms before we can determine whether gut microbiome-directed therapies may be designed to improve long-term outcomes.
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Affiliation(s)
- J Casper Swarte
- Gastroenterology and Hepatology, University Medical Centre, Groningen, Netherlands
| | - Shuyan Zhang
- Gastroenterology and Hepatology, University Medical Centre, Groningen, Netherlands
| | | | - Ranko Gacesa
- Gastroenterology and Hepatology, University Medical Centre, Groningen, Netherlands
- Department of Genetics, University of Groningen, University Medical Center, Groningen, Netherlands
| | - Tim J Knobbe
- University Medical Centre, Groningen, Netherlands
| | | | - Kevin Damman
- University Medical Centre, Groningen, Netherlands
| | | | - Tji C Gan
- University Medical Centre, Groningen, Netherlands
| | - Jingyuan Fu
- Department of Genetics, University Medical Center, Groningen, Netherlands
- Department of Pediatrics, University Medical Center, Groningen, Netherlands
| | | | - Hermie J M Harmsen
- Medical Microbiology, University of Groningen, University Medical Center, Groningen, Netherlands
| | | | | | - Johannes R Björk
- Gastroenterology and Hepatology, University Medical Centre, Groningen, Netherlands
| | - Rinse K Weersma
- Gastroenterology and Hepatology, University Medical Centre, Groningen, Netherlands
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14
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Walker H, Haeusler GM, Cole T, Neeland M, Hanna D, Shanthikumar S. Biomarkers to predict and diagnose pulmonary complications in children post haematopoietic stem cell transplant. Clin Transl Immunology 2024; 13:e70002. [PMID: 39290231 PMCID: PMC11407825 DOI: 10.1002/cti2.70002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 07/25/2024] [Accepted: 09/05/2024] [Indexed: 09/19/2024] Open
Abstract
OBJECTIVES Haematopoietic cell transplant (HCT) is a cellular therapy for a group of high-risk children with cancer, immunodeficiency and metabolic disorders. Whilst curative for a child's underlying condition, HCT has significant risks associated, including lung injury. These complications are associated with increased post HCT mortality and require improved methods of risk stratification, diagnosis and treatment. METHODS Biomarkers measured in bronchoalveolar fluid and peripheral blood have been identified for both acute and chronic lung injury post HCT.This review evaluates the current research available investigating the use of these biomarkers to improve clinical care, with a focus on the paediatric cohort. RESULTS Elevated levels of cytokines such as IL-6, IL-8, G-CSF and TNF were identified as potential predictive biomarkers for the development of post HCT lung disease. The pulmonary microbiome was found to have strong potential as a biomarker pre and post HCT for the development of pulmonary complications. General limitations of the studies identified were study design, retrospective or single centre and not exclusively performed in the paediatric population. CONCLUSION To translate biomarker discovery into clinical implementation further research is required, utilising larger cohorts of children in prospective trials to validate these biomarkers and determine how they can be translated into better outcomes for children post HCT.
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Affiliation(s)
- Hannah Walker
- Children's Cancer Centre Royal Children's Hospital Parkville VIC Australia
- Department of Paediatrics University of Melbourne Parkville VIC Australia
- Murdoch Children's Research Institute Parkville VIC Australia
| | - Gabrielle M Haeusler
- Department of Paediatrics University of Melbourne Parkville VIC Australia
- Murdoch Children's Research Institute Parkville VIC Australia
- Infection Diseases Unit, Department of General Medicine Royal Children's Hospital Parkville VIC Australia
- Department of Infectious Diseases Peter MacCallum Cancer Centre Melbourne VIC Australia
- Sir Peter MacCallum Department of Oncology, NHMRC National Centre for Infections in Cancer University of Melbourne Parkville VIC Australia
- The Paediatric Integrated Cancer Service Parkville VIC Australia
| | - Theresa Cole
- Children's Cancer Centre Royal Children's Hospital Parkville VIC Australia
- Department of Paediatrics University of Melbourne Parkville VIC Australia
- Murdoch Children's Research Institute Parkville VIC Australia
- Allergy and Immunology Royal Children's Hospital Parkville VIC Australia
| | - Melanie Neeland
- Department of Paediatrics University of Melbourne Parkville VIC Australia
- Murdoch Children's Research Institute Parkville VIC Australia
| | - Diane Hanna
- Children's Cancer Centre Royal Children's Hospital Parkville VIC Australia
- Department of Paediatrics University of Melbourne Parkville VIC Australia
- Murdoch Children's Research Institute Parkville VIC Australia
- The Paediatric Integrated Cancer Service Parkville VIC Australia
| | - Shivanthan Shanthikumar
- Department of Paediatrics University of Melbourne Parkville VIC Australia
- Murdoch Children's Research Institute Parkville VIC Australia
- Respiratory and Sleep Medicine Royal Children's Hospital Parkville VIC Australia
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15
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Wenger V, Zeiser R. Deciphering the role of the major histocompatibility complex, the intestinal microbiome and metabolites in the pathogenesis of acute graft-versus-host disease. Best Pract Res Clin Haematol 2024; 37:101567. [PMID: 39396261 DOI: 10.1016/j.beha.2024.101567] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Revised: 07/01/2024] [Accepted: 07/23/2024] [Indexed: 10/15/2024]
Abstract
Allogeneic hematologic stem cell transplantation is a cornerstone in modern hematological treatment, yet its efficacy is compromised by acute Graft-versus-Host Disease. In acute Graft-versus-Host Disease, conditioning regimen induced epithelial damage leads to release of damage and pathogen associated molecular patters which in turns triggers activation of alloreactive donor T cells, ultimately resulting in destruction of healthy tissue. Advances in major histocompatibility complex typing and preclinical studies using tissue specific major histocompatibility complex deletion have illuminated the contributions of both, hematopoietic and non-hematopoietic cells to acute Graft-versus-Host Disease pathophysiology. Concurrently, high-throughput sequencing techniques have enabled researchers to recognize the significant impact of the intestinal microbiome and newly discovered metabolites in the pathophysiology of acute Graft-versus-Host Disease. In this review, we discuss the implications of major histocompatibility complex expression on hematopoietic and non-hematopoietic cells, the effect on the intestinal microbiome and the metabolic alterations that contribute to acute Graft-versus-Host Disease. By combining these findings, we hope to untangle the complexity of acute Graft-versus-Host Disease, ultimately paving the way for the development of novel and more effective treatmen options in patients.
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Affiliation(s)
- Valentin Wenger
- Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, Albert Ludwigs University (ALU), Freiburg, Germany
| | - Robert Zeiser
- Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, Albert Ludwigs University (ALU), Freiburg, Germany; German Cancer Consortium (DKTK), Freiburg, and German Cancer Research Center (DKFZ), Heidelberg, Germany; Signalling Research Centres BIOSS and CIBSS - Centre for Integrative Biological Signalling Studies, University of Freiburg, Germany.
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16
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Kullberg RFJ, Wikki I, Haak BW, Kauko A, Galenkamp H, Peters-Sengers H, Butler JM, Havulinna AS, Palmu J, McDonald D, Benchraka C, Abdel-Aziz MI, Prins M, Maitland van der Zee AH, van den Born BJ, Jousilahti P, de Vos WM, Salomaa V, Knight R, Lahti L, Nieuwdorp M, Niiranen T, Wiersinga WJ. Association between butyrate-producing gut bacteria and the risk of infectious disease hospitalisation: results from two observational, population-based microbiome studies. THE LANCET. MICROBE 2024; 5:100864. [PMID: 38909617 DOI: 10.1016/s2666-5247(24)00079-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 02/20/2024] [Accepted: 03/14/2024] [Indexed: 06/25/2024]
Abstract
BACKGROUND Microbiota alterations are common in patients hospitalised for severe infections, and preclinical models have shown that anaerobic butyrate-producing gut bacteria protect against systemic infections. However, the relationship between microbiota disruptions and increased susceptibility to severe infections in humans remains unclear. We investigated the relationship between gut microbiota and the risk of future infection-related hospitalisation in two large population-based cohorts. METHODS In this observational microbiome study, gut microbiota were characterised using 16S rRNA gene sequencing in independent population-based cohorts from the Netherlands (HELIUS study; derivation cohort) and Finland (FINRISK 2002 study; validation cohort). HELIUS was conducted in Amsterdam, Netherlands, and included adults (aged 18-70 years at inclusion) who were randomly sampled from the municipality register of Amsterdam. FINRISK 2002 was conducted in six regions in Finland and is a population survey that included a random sample of adults (aged 25-74 years). In both cohorts, participants completed questionnaires, underwent a physical examination, and provided a faecal sample at inclusion (Jan 3, 2013, to Nov 27, 2015, for HELIUS participants and Jan 21 to April 19, 2002, for FINRISK participants. For inclusion in our study, a faecal sample needed to be provided and successfully sequenced, and national registry data needed to be available. Primary predictor variables were microbiota composition, diversity, and relative abundance of butyrate-producing bacteria. Our primary outcome was hospitalisation or mortality due to any infectious disease during 5-7-year follow-up after faecal sample collection, based on national registry data. We examined associations between microbiota and infection risk using microbial ecology and Cox proportional hazards. FINDINGS We profiled gut microbiota from 10 699 participants (4248 [39·7%] from the derivation cohort and 6451 [60·3%] from the validation cohort). 602 (5·6%) participants (152 [3·6%] from the derivation cohort; 450 [7·0%] from the validation cohort) were hospitalised or died due to infections during follow-up. Gut microbiota composition of these participants differed from those without hospitalisation for infections (derivation p=0·041; validation p=0·0002). Specifically, higher relative abundance of butyrate-producing bacteria was associated with a reduced risk of hospitalisation for infections (derivation cohort cause-specific hazard ratio 0·75 [95% CI 0·60-0·94] per 10% increase in butyrate producers, p=0·013; validation cohort 0·86 [0·77-0·96] per 10% increase, p=0·0077). These associations remained unchanged following adjustment for demographics, lifestyle, antibiotic exposure, and comorbidities. INTERPRETATION Gut microbiota composition, specifically colonisation with butyrate-producing bacteria, was associated with protection against hospitalisation for infectious diseases in the general population across two independent European cohorts. Further studies should investigate whether modulation of the microbiome can reduce the risk of severe infections. FUNDING Amsterdam UMC, Porticus, National Institutes of Health, Netherlands Organisation for Health Research and Development (ZonMw), and Leducq Foundation.
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Affiliation(s)
- Robert F J Kullberg
- Center for Experimental and Molecular Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands.
| | - Irina Wikki
- Division of Medicine, Turku University Hospital and University of Turku, Turku, Finland
| | - Bastiaan W Haak
- Center for Experimental and Molecular Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Anni Kauko
- Division of Medicine, Turku University Hospital and University of Turku, Turku, Finland
| | - Henrike Galenkamp
- Department of Public and Occupational Health, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Hessel Peters-Sengers
- Center for Experimental and Molecular Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Department of Epidemiology and Data Science, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Joe M Butler
- Center for Experimental and Molecular Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Aki S Havulinna
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland; Institute for Molecular Medicine Finland, FIMM-HiLIFE, Finland
| | - Joonatan Palmu
- Division of Medicine, Turku University Hospital and University of Turku, Turku, Finland; Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Daniel McDonald
- Department of Pediatrics, University of California San Diego, San Diego, CA, USA
| | | | - Mahmoud I Abdel-Aziz
- Department of Pulmonary Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Maria Prins
- Department of Infectious Diseases, Public Health Service of Amsterdam, Amsterdam, Netherlands; Department of Internal Medicine, Division of Infectious Diseases, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | | | - Bert-Jan van den Born
- Department of Public and Occupational Health, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Department of Internal Medicine, Division of Vascular Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Pekka Jousilahti
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Willem M de Vos
- Laboratory of Microbiology, Wageningen University, Wageningen, Netherlands; Human Microbiome Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Veikko Salomaa
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Rob Knight
- Department of Pediatrics, University of California San Diego, San Diego, CA, USA
| | - Leo Lahti
- Department of Computing, University of Turku, Turku, Finland
| | - Max Nieuwdorp
- Department of Internal Medicine, Division of Vascular Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Teemu Niiranen
- Division of Medicine, Turku University Hospital and University of Turku, Turku, Finland; Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - W Joost Wiersinga
- Center for Experimental and Molecular Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Department of Internal Medicine, Division of Infectious Diseases, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
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17
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Casadei B, Conti G, Barone M, Turroni S, Guadagnuolo S, Broccoli A, Brigidi P, Argnani L, Zinzani PL. Role of gut microbiome in the outcome of lymphoma patients treated with checkpoint inhibitors-The MicroLinf Study. Hematol Oncol 2024; 42:e3301. [PMID: 39104142 DOI: 10.1002/hon.3301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Revised: 07/08/2024] [Accepted: 07/27/2024] [Indexed: 08/07/2024]
Abstract
Biomarkers for immune checkpoint inhibitors (ICIs) response and resistance include PD-L1 expression and other environmental factors, among which the gut microbiome (GM) is gaining increasing interest especially in lymphomas. To explore the potential role of GM in this clinical issue, feces of 30 relapsed/refractory lymphoma (Hodgkin and primary mediastinal B-cell lymphoma) patients undergoing ICIs were collected from start to end of treatment (EoT). GM was profiled through Illumina, that is, 16S rRNA sequencing, and subsequently processed through a bioinformatics pipeline. The overall response rate to ICIs was 30.5%, with no association between patients clinical characteristics and response/survival outcomes. Regarding GM, responder patients showed a peculiar significant enrichment of Lachnospira, while non-responder ones showed higher presence of Enterobacteriaceae (at baseline and maintained till EoT). Recognizing patient-related factors that may influence response to ICIs is becoming critical to optimize the treatment pathway of heavily pretreated, young patients with a potentially long-life expectancy. These preliminary results indicate potential early GM signatures of ICIs response in lymphoma, which could pave the way for future research to improve patients prognosis with new adjuvant strategies.
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Affiliation(s)
- Beatrice Casadei
- Istituto di Ematologia "Seràgnoli", IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Gabriele Conti
- Human Microbiomics Unit, Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
- Unit of Microbiome Science and Biotechnology, Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Monica Barone
- Human Microbiomics Unit, Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Silvia Turroni
- Unit of Microbiome Science and Biotechnology, Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Serafina Guadagnuolo
- Istituto di Ematologia "Seràgnoli", IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Alessandro Broccoli
- Istituto di Ematologia "Seràgnoli", IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
- Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
| | - Patrizia Brigidi
- Human Microbiomics Unit, Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Lisa Argnani
- Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
| | - Pier Luigi Zinzani
- Istituto di Ematologia "Seràgnoli", IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
- Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
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18
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Chiodo-Reidy J, Slavin MA, Tio SY, Ng G, Bajel A, Thursky KA, Douglas AP. Preneutropenic Fever in Patients With Hematological Malignancies: A Novel Target for Antimicrobial Stewardship. Open Forum Infect Dis 2024; 11:ofae488. [PMID: 39252869 PMCID: PMC11382142 DOI: 10.1093/ofid/ofae488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Accepted: 08/25/2024] [Indexed: 09/11/2024] Open
Abstract
Background Many patients with hematological malignancy develop fever after chemotherapy/conditioning but before chemotherapy-induced neutropenia (preneutropenic fever [PNF]). The proportion of PNF with an infectious etiology is not well established. Methods We conducted a single-center, prospective observational substudy of PNF (neutrophils >0.5 cells/μL, ≥38.0°C) in adults receiving acute myeloid leukemia (AML) chemotherapy, or allogeneic hematopoietic cell transplant (allo-HCT) conditioning enrolled in a neutropenic fever randomized controlled trial between 1 January and 31 October 2018. Eligible patients had anticipated neutropenia ≥10 days and exclusions included concurrent infection and/or neutropenia prior to chemotherapy or conditioning. PNF rates and infections encountered were described. Associations between noninfectious etiologies and fever were explored. Antimicrobial therapy prescription across preneutropenic and neutropenic periods was examined. Results Of 62 consecutive patients included (43 allo-HCT, 19 AML), 27 had PNF (44%) and 5 (19%) had an infective cause. Among allo-HCT, PNF occurred in 14 of 17 (82%) who received thymoglobulin; only 1 of 14 (7%) had infection. During AML chemotherapy, 18 of 19 received cytarabine, of which 8 of 18 (44%) had PNF and 3 of 8 (38%) had infection. Most patients with PNF had antimicrobial therapy continued into the neutropenic period (19/27 [70%]). Those with PNF were more likely to be escalated to broader antimicrobial therapy at onset/during neutropenic fever (5/24 [21%] vs 2/30 [7%]). Conclusions Rates of PNF were high, and documented infection low, leading to prolonged and escalating antimicrobial therapy. In the absence of infection, early cessation of empiric therapy after PNF is recommended as an important stewardship intervention.
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Affiliation(s)
- Jessica Chiodo-Reidy
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia
| | - Monica A Slavin
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia
- Department of Infectious Diseases, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Victorian Infectious Diseases Service, Royal Melbourne Hospital, Parkville, Victoria, Australia
- Department of Health Services Research and Implementation Science, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Shio Yen Tio
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia
- Department of Infectious Diseases, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Victorian Infectious Diseases Service, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Gywneth Ng
- National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Victorian Infectious Diseases Service, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Ashish Bajel
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia
- Department of Clinical Haematology, Peter MacCallum Cancer Centre and the Royal Melbourne Hospital, Melbourne, Victoria, Australia
| | - Karin A Thursky
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia
- Department of Infectious Diseases, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Department of Health Services Research and Implementation Science, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- National Centre for Antimicrobial Stewardship, Department of Infectious Diseases, Melbourne Medical School, University of Melbourne, Melbourne, Victoria, Australia
| | - Abby P Douglas
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia
- Department of Infectious Diseases, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Department of Infectious Diseases, Austin Health, Heidelberg, Victoria, Australia
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Urbauer E, Aguanno D, Mindermann N, Omer H, Metwaly A, Krammel T, Faro T, Remke M, Reitmeier S, Bärthel S, Kersting J, Huang Z, Xian F, Schmidt M, Saur D, Huber S, Stecher B, List M, Gómez-Varela D, Steiger K, Allez M, Rath E, Haller D. Mitochondrial perturbation in the intestine causes microbiota-dependent injury and gene signatures discriminative of inflammatory disease. Cell Host Microbe 2024; 32:1347-1364.e10. [PMID: 39013472 DOI: 10.1016/j.chom.2024.06.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 05/13/2024] [Accepted: 06/20/2024] [Indexed: 07/18/2024]
Abstract
Mitochondrial dysfunction is associated with inflammatory bowel diseases (IBDs). To understand how microbial-metabolic circuits contribute to intestinal injury, we disrupt mitochondrial function in the epithelium by deleting the mitochondrial chaperone, heat shock protein 60 (Hsp60Δ/ΔIEC). This metabolic perturbation causes self-resolving tissue injury. Regeneration is disrupted in the absence of the aryl hydrocarbon receptor (Hsp60Δ/ΔIEC;AhR-/-) involved in intestinal homeostasis or inflammatory regulator interleukin (IL)-10 (Hsp60Δ/ΔIEC;Il10-/-), causing IBD-like pathology. Injury is absent in the distal colon of germ-free (GF) Hsp60Δ/ΔIEC mice, highlighting bacterial control of metabolic injury. Colonizing GF Hsp60Δ/ΔIEC mice with the synthetic community OMM12 reveals expansion of metabolically flexible Bacteroides, and B. caecimuris mono-colonization recapitulates the injury. Transcriptional profiling of the metabolically impaired epithelium reveals gene signatures involved in oxidative stress (Ido1, Nos2, Duox2). These signatures are observed in samples from Crohn's disease patients, distinguishing active from inactive inflammation. Thus, mitochondrial perturbation of the epithelium causes microbiota-dependent injury with discriminative inflammatory gene profiles relevant for IBD.
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Affiliation(s)
- Elisabeth Urbauer
- Chair of Nutrition and Immunology, Technical University of Munich, Gregor-Mendel-Strasse 2, 85354 Freising, Germany
| | - Doriane Aguanno
- Chair of Nutrition and Immunology, Technical University of Munich, Gregor-Mendel-Strasse 2, 85354 Freising, Germany
| | - Nora Mindermann
- Chair of Nutrition and Immunology, Technical University of Munich, Gregor-Mendel-Strasse 2, 85354 Freising, Germany
| | - Hélène Omer
- Chair of Nutrition and Immunology, Technical University of Munich, Gregor-Mendel-Strasse 2, 85354 Freising, Germany
| | - Amira Metwaly
- Chair of Nutrition and Immunology, Technical University of Munich, Gregor-Mendel-Strasse 2, 85354 Freising, Germany
| | - Tina Krammel
- Chair of Nutrition and Immunology, Technical University of Munich, Gregor-Mendel-Strasse 2, 85354 Freising, Germany
| | - Tim Faro
- Department of Pediatrics, Dr. von Hauner Children's Hospital, University Hospital, LMU Munich, 80337 Munich, Germany
| | - Marianne Remke
- Institute of Pathology, Technical University of Munich, 81675 Munich, Germany
| | - Sandra Reitmeier
- Chair of Nutrition and Immunology, Technical University of Munich, Gregor-Mendel-Strasse 2, 85354 Freising, Germany
| | - Stefanie Bärthel
- Division of Translational Cancer Research, German Cancer Research Center and German Cancer Consortium, 69120 Heidelberg, Germany; Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, 81675 Munich, Germany; Institute of Experimental Cancer Therapy, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Johannes Kersting
- Data Science in Systems Biology, TUM School of Life Sciences, Technical University of Munich, Maximus-von-Imhof Forum 3, 85354 Freising, Germany
| | - Zihua Huang
- Data Science in Systems Biology, TUM School of Life Sciences, Technical University of Munich, Maximus-von-Imhof Forum 3, 85354 Freising, Germany
| | - Feng Xian
- Systems Biology of Pain, Division of Pharmacology & Toxicology, Department of Pharmaceutical Sciences, Faculty of Life Sciences, University of Vienna, 1090 Vienna, Austria
| | - Manuela Schmidt
- Systems Biology of Pain, Division of Pharmacology & Toxicology, Department of Pharmaceutical Sciences, Faculty of Life Sciences, University of Vienna, 1090 Vienna, Austria
| | - Dieter Saur
- Division of Translational Cancer Research, German Cancer Research Center and German Cancer Consortium, 69120 Heidelberg, Germany; Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, 81675 Munich, Germany; Institute of Experimental Cancer Therapy, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Samuel Huber
- Section of Molecular Immunology and Gastroenterology, I. Department of Medicine, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Bärbel Stecher
- Max von Pettenkofer-Institute for Hygiene and Clinical Microbiology, Ludwig-Maximilians University of Munich, 80336 Munich, Germany; German Center for Infection Research, Partner site LMU Munich, 80336 Munich, Germany
| | - Markus List
- Data Science in Systems Biology, TUM School of Life Sciences, Technical University of Munich, Maximus-von-Imhof Forum 3, 85354 Freising, Germany; Munich Data Science Institute (MDSI), Technical University of Munich, 85748 Garching, Germany
| | - David Gómez-Varela
- Systems Biology of Pain, Division of Pharmacology & Toxicology, Department of Pharmaceutical Sciences, Faculty of Life Sciences, University of Vienna, 1090 Vienna, Austria
| | - Katja Steiger
- Institute of Pathology, Technical University of Munich, 81675 Munich, Germany
| | - Matthieu Allez
- Department of Gastroenterology, Hôpital Saint-Louis, APHP, INSERM UMRS 1160, Paris Diderot, Sorbonne Paris-Cité University, 75010 Paris, France
| | - Eva Rath
- Chair of Nutrition and Immunology, Technical University of Munich, Gregor-Mendel-Strasse 2, 85354 Freising, Germany
| | - Dirk Haller
- Chair of Nutrition and Immunology, Technical University of Munich, Gregor-Mendel-Strasse 2, 85354 Freising, Germany; ZIEL - Institute for Food & Health, Technical University of Munich, 85354 Freising, Germany.
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20
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Xu Y, Gao H, Li H. The gut microbiome: an important factor influencing therapy for pediatric acute lymphoblastic leukemia. Ann Hematol 2024; 103:2621-2635. [PMID: 37775598 DOI: 10.1007/s00277-023-05480-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Accepted: 09/24/2023] [Indexed: 10/01/2023]
Abstract
Acute lymphoblastic leukemia (ALL) is the most prevalent form of pediatric leukemia. The gut microbiome (GM) is crucial for proper nutrition, immunity, and biological conflict. Since the relationship between ALL and GM is bidirectional, ALL occurrence and treatment are closely related to GM destruction and the development of impaired immunity. Studies have discovered significant GM alterations in patients with ALL, including decreased diversity, that are likely directly caused by the development of ALL. Chemotherapy, antibiotic therapy, and hematopoietic stem cell transplantation (HSCT) are the mainstays of treatment for pediatric ALL. These approaches affect the composition, diversity, and abundance of intestinal microorganisms, which in turn affects therapeutic efficiency and can cause a variety of complications. Modulating the GM can aid the recovery of patients with ALL. This article discusses the various treatment modalities for pediatric ALL and their corresponding effects on the GM, as well as the changes in the GM that occur in children with ALL from diagnosis to treatment. Gaining a greater understanding of the link between ALL and the GM is expected to help improve treatment for pediatric ALL in the future.
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Affiliation(s)
- Yafang Xu
- Department of Microecology, College of Basic Medical Sciences, Dalian Medical University, Dalian, 116044, China
| | - Hui Gao
- Department of Hematology and Oncology, Dalian Medical Center for Women and Children, Dalian, China
| | - Huajun Li
- Department of Microecology, College of Basic Medical Sciences, Dalian Medical University, Dalian, 116044, China.
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21
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Fujimoto K, Hayashi T, Yamamoto M, Sato N, Shimohigoshi M, Miyaoka D, Yokota C, Watanabe M, Hisaki Y, Kamei Y, Yokoyama Y, Yabuno T, Hirose A, Nakamae M, Nakamae H, Uematsu M, Sato S, Yamaguchi K, Furukawa Y, Akeda Y, Hino M, Imoto S, Uematsu S. An enterococcal phage-derived enzyme suppresses graft-versus-host disease. Nature 2024; 632:174-181. [PMID: 38987594 PMCID: PMC11291292 DOI: 10.1038/s41586-024-07667-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2022] [Accepted: 06/04/2024] [Indexed: 07/12/2024]
Abstract
Changes in the gut microbiome have pivotal roles in the pathogenesis of acute graft-versus-host disease (aGVHD) after allogenic haematopoietic cell transplantation (allo-HCT)1-6. However, effective methods for safely resolving gut dysbiosis have not yet been established. An expansion of the pathogen Enterococcus faecalis in the intestine, associated with dysbiosis, has been shown to be a risk factor for aGVHD7-10. Here we analyse the intestinal microbiome of patients with allo-HCT, and find that E. faecalis escapes elimination and proliferates in the intestine by forming biofilms, rather than by acquiring drug-resistance genes. We isolated cytolysin-positive highly pathogenic E. faecalis from faecal samples and identified an anti-E. faecalis enzyme derived from E. faecalis-specific bacteriophages by analysing bacterial whole-genome sequencing data. The antibacterial enzyme had lytic activity against the biofilm of E. faecalis in vitro and in vivo. Furthermore, in aGVHD-induced gnotobiotic mice that were colonized with E. faecalis or with patient faecal samples characterized by the domination of Enterococcus, levels of intestinal cytolysin-positive E. faecalis were decreased and survival was significantly increased in the group that was treated with the E. faecalis-specific enzyme, compared with controls. Thus, administration of a phage-derived antibacterial enzyme that is specific to biofilm-forming pathogenic E. faecalis-which is difficult to eliminate with existing antibiotics-might provide an approach to protect against aGVHD.
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Affiliation(s)
- Kosuke Fujimoto
- Department of Immunology and Genomics, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
- Division of Metagenome Medicine, Human Genome Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Tetsuya Hayashi
- Department of Immunology and Genomics, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
- Department of Hematology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Mako Yamamoto
- Division of Health Medical Intelligence, Human Genome Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Noriaki Sato
- Division of Health Medical Intelligence, Human Genome Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Masaki Shimohigoshi
- Department of Immunology and Genomics, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Daichi Miyaoka
- Department of Immunology and Genomics, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Chieko Yokota
- Department of Immunology and Genomics, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Miki Watanabe
- Department of Immunology and Genomics, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Yuki Hisaki
- Department of Immunology and Genomics, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Yukari Kamei
- Department of Immunology and Genomics, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Yuki Yokoyama
- Department of Immunology and Genomics, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Takato Yabuno
- Department of Immunology and Genomics, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Asao Hirose
- Department of Hematology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Mika Nakamae
- Department of Hematology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
- Department of Laboratory Medicine and Medical Informatics, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Hirohisa Nakamae
- Department of Hematology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Miho Uematsu
- Department of Immunology and Genomics, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Shintaro Sato
- Department of Immunology and Genomics, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
- Department of Microbiology and Immunology, School of Pharmaceutical Sciences, Wakayama Medical University, Wakayama, Japan
| | - Kiyoshi Yamaguchi
- Division of Clinical Genome Research, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Yoichi Furukawa
- Division of Clinical Genome Research, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Yukihiro Akeda
- Department of Bacteriology I, National Institute of Infectious Diseases, Tokyo, Japan
| | - Masayuki Hino
- Department of Hematology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
- Department of Laboratory Medicine and Medical Informatics, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Seiya Imoto
- Division of Health Medical Intelligence, Human Genome Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan.
- Collaborative Research Institute for Innovative Microbiology, University of Tokyo, Tokyo, Japan.
| | - Satoshi Uematsu
- Department of Immunology and Genomics, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan.
- Division of Metagenome Medicine, Human Genome Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan.
- Collaborative Research Institute for Innovative Microbiology, University of Tokyo, Tokyo, Japan.
- Reseach Institute for Drug Discovery Science, Osaka Metropolitan University, Osaka, Japan.
- Osaka International Research Center for Infectious Diseases, Osaka Metropolitan University, Osaka, Japan.
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Godefroy E, Chevallier P, Haspot F, Vignes C, Daguin V, Lambot S, Verdon M, De Seilhac M, Letailleur V, Jarry A, Pédron A, Guillaume T, Peterlin P, Garnier A, Vibet MA, Mougon M, Le Bourgeois A, Jullien M, Jotereau F, Altare F. Human gut microbiota-reactive DP8α Tregs prevent acute graft-versus-host disease in a CD73-dependent manner. JCI Insight 2024; 9:e179458. [PMID: 39088302 PMCID: PMC11457850 DOI: 10.1172/jci.insight.179458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Accepted: 07/25/2024] [Indexed: 08/03/2024] Open
Abstract
Graft-versus-host disease (GvHD) is a life-threatening complication frequently occurring following allogeneic hematopoietic stem cell transplantation (allo-HSCT). Since gut microbiota and regulatory T cells (Tregs) are believed to play roles in GvHD prevention, we investigated whether DP8α Tregs, which we have previously described to harbor a T cell receptor specificity for the gut commensal Faecalibacterium prausnitzii, could protect against GvHD, thereby linking the microbiota and its effect on GvHD. We observed a decrease in CD73+ DP8α Treg frequency in allo-HSCT patients 1 month after transplantation, which was associated with acute GvHD (aGvHD) development at 1 month after transplantation, as compared with aGvHD-free patients, without being correlated to hematological disease relapse. Importantly, CD73 activity was shown to be critical for DP8α Treg suppressive function. Moreover, the frequency of host-reactive DP8α Tregs was also lower in aGvHD patients, as compared with aGvHD-free patients, which could embody a protective mechanism responsible for the maintenance of this cell subset in GvHD-free patients. We also showed that human DP8α Tregs protected mice against xenogeneic GvHD through limiting deleterious inflammation and preserving gut integrity. Altogether, these results demonstrated that human DP8α Tregs mediate aGvHD prevention in a CD73-dependent manner, likely through host reactivity, advocating for the use of these cells for the development of innovative therapeutic strategies to preclude aGvHD-related inflammation.
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Affiliation(s)
- Emmanuelle Godefroy
- Nantes Université, Univ Angers, INSERM, CNRS, Immunology and New Concepts in ImmunoTherapy, INCIT,UMR 1302, F-44000 Nantes, France
- LabEx IGO, Nantes University, Nantes, France
| | - Patrice Chevallier
- CHU de Nantes, F-44000 Nantes, France
- INSERM UMR 1307, CRCI2NA IRS-UN, Nantes Université, Nantes, France
| | - Fabienne Haspot
- LabEx IGO, Nantes University, Nantes, France
- Nantes Université, INSERM, Center for Research in Transplantation and Translational Immunology, UMR 1064, F-44000 Nantes, France
| | - Caroline Vignes
- Nantes Université, Univ Angers, INSERM, CNRS, Immunology and New Concepts in ImmunoTherapy, INCIT,UMR 1302, F-44000 Nantes, France
- LabEx IGO, Nantes University, Nantes, France
| | - Véronique Daguin
- LabEx IGO, Nantes University, Nantes, France
- Nantes Université, INSERM, Center for Research in Transplantation and Translational Immunology, UMR 1064, F-44000 Nantes, France
| | - Sylvia Lambot
- Nantes Université, Univ Angers, INSERM, CNRS, Immunology and New Concepts in ImmunoTherapy, INCIT,UMR 1302, F-44000 Nantes, France
- LabEx IGO, Nantes University, Nantes, France
| | - Margaux Verdon
- Nantes Université, Univ Angers, INSERM, CNRS, Immunology and New Concepts in ImmunoTherapy, INCIT,UMR 1302, F-44000 Nantes, France
- LabEx IGO, Nantes University, Nantes, France
| | - Margaux De Seilhac
- Nantes Université, Univ Angers, INSERM, CNRS, Immunology and New Concepts in ImmunoTherapy, INCIT,UMR 1302, F-44000 Nantes, France
- LabEx IGO, Nantes University, Nantes, France
- Maat Pharma, Lyon, France
| | | | - Anne Jarry
- Nantes Université, Univ Angers, INSERM, CNRS, Immunology and New Concepts in ImmunoTherapy, INCIT,UMR 1302, F-44000 Nantes, France
- LabEx IGO, Nantes University, Nantes, France
| | - Annabelle Pédron
- Nantes Université, Univ Angers, INSERM, CNRS, Immunology and New Concepts in ImmunoTherapy, INCIT,UMR 1302, F-44000 Nantes, France
- Université Libre de Bruxelles, Institute for Medical Immunology, and ULB Center for Research in Immunology, Gosselies, Belgium
| | - Thierry Guillaume
- CHU de Nantes, F-44000 Nantes, France
- INSERM UMR 1307, CRCI2NA IRS-UN, Nantes Université, Nantes, France
| | - Pierre Peterlin
- CHU de Nantes, F-44000 Nantes, France
- INSERM UMR 1307, CRCI2NA IRS-UN, Nantes Université, Nantes, France
| | - Alice Garnier
- CHU de Nantes, F-44000 Nantes, France
- INSERM UMR 1307, CRCI2NA IRS-UN, Nantes Université, Nantes, France
| | - Marie-Anne Vibet
- Department of Biostatistics, Centre Hospitalier Universitaire (CHU) de Nantes, Nantes, France
| | - Maxence Mougon
- Nantes Université, Univ Angers, INSERM, CNRS, Immunology and New Concepts in ImmunoTherapy, INCIT,UMR 1302, F-44000 Nantes, France
- LabEx IGO, Nantes University, Nantes, France
| | - Amandine Le Bourgeois
- CHU de Nantes, F-44000 Nantes, France
- INSERM UMR 1307, CRCI2NA IRS-UN, Nantes Université, Nantes, France
| | - Maxime Jullien
- CHU de Nantes, F-44000 Nantes, France
- INSERM UMR 1307, CRCI2NA IRS-UN, Nantes Université, Nantes, France
| | - Francine Jotereau
- Nantes Université, Univ Angers, INSERM, CNRS, Immunology and New Concepts in ImmunoTherapy, INCIT,UMR 1302, F-44000 Nantes, France
- LabEx IGO, Nantes University, Nantes, France
| | - Frédéric Altare
- Nantes Université, Univ Angers, INSERM, CNRS, Immunology and New Concepts in ImmunoTherapy, INCIT,UMR 1302, F-44000 Nantes, France
- LabEx IGO, Nantes University, Nantes, France
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23
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Paw Cho Sing E, Tomlinson GA, Schechter T, Ali M, Phelan R, Rassekh SR, McKinnon K, Bier GA, van de Wetering M, Gomez S, Sung L, Dupuis LL. Impact of dexamethasone on transplant-related mortality in pediatric patients: a multi-site, propensity score-weighted, retrospective assessment. Support Care Cancer 2024; 32:552. [PMID: 39052128 DOI: 10.1007/s00520-024-08732-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 07/10/2024] [Indexed: 07/27/2024]
Abstract
Dexamethasone use during hematopoietic cell transplant (HCT) conditioning varies between pediatric centers. This study aimed to estimate the difference in 1-year treatment-related mortality (TRM) between patients who did or did not receive dexamethasone during HCT conditioning. Secondary objectives were to estimate the difference between dexamethasone-exposed and dexamethasone-unexposed groups in 1-year event-free survival (EFS), time to neutrophil engraftment, acute graft-versus-host disease (aGVHD), and invasive fungal disease (IFD) at day + 100. This was a seven-site, international, retrospective cohort study. Patients < 18 years old undergoing their first allogeneic or autologous myeloablative HCT for hematologic malignancy or aplastic anemia between January 1, 2012, and July 31, 2017, were included. To control for potential confounders, propensity score weighting was used to calculate the standardized mean difference for all endpoints. Among 242 patients, 140 received dexamethasone during HCT conditioning and 102 did not. TRM was unaffected by dexamethasone exposure (1.7%; 95% CI - 7.4, 10.2%). Between-group differences in secondary outcomes were small. However, dexamethasone exposure significantly increased possible, probable, and proven IFD incidence (9.0%, 95% CI 0.8, 17.3%). TRM is not increased in pediatric patients who receive dexamethasone during HCT conditioning. Clinicians should consider potential IFD risk when selecting chemotherapy-induced vomiting prophylaxis for pediatric HCT patients.
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Affiliation(s)
- Edric Paw Cho Sing
- Neonatal and Pediatric Pharmacy, Surrey Memorial Hospital, Surrey, BC, Canada
| | - George A Tomlinson
- Department of Medicine, Toronto General Hospital, 200 Elizabeth Street, Toronto, ON, M5G 2C4, Canada
| | - Tal Schechter
- Division of Haematology/Oncology, Department of Pediatrics, The Hospital for Sick Children, Toronto, Canada
| | - Muhammad Ali
- Division of Haematology/Oncology, Department of Pediatrics, The Hospital for Sick Children, Toronto, Canada
| | - Rachel Phelan
- Division of Hematology and Oncology, Department of Pediatrics, Medical College of Wisconsin, Madison, USA
| | - S Rod Rassekh
- Division of Pediatric Hematology/Oncology/BMT, Department of Pediatrics, University of British Columbia, Vancouver, Canada
| | - Krista McKinnon
- Pharmacy Services, Alberta Children's Hospital, Calgary, AB, Canada
| | - Gefen Aldouby Bier
- Division of Clinical Pharmacy, Institute for Drug Research, School of Pharmacy, Faculty of Medicine, Hebrew University of Jerusalem and Department of Bone Marrow Transplantation and Cancer Immunotherapy Department, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - Marianne van de Wetering
- Paediatric Oncology Department, Princess Máxima Center for Paediatric Oncology, Utrecht, The Netherlands
| | - Sergio Gomez
- Stem Cell Transplantation Unit, Hospital de Niños Sor Maria Ludovica, La Plata, Argentina
| | - Lillian Sung
- Division of Haematology/Oncology, Department of Pediatrics, The Hospital for Sick Children, Toronto, Canada
- Child Health Evaluative Sciences, Research Institute, The Hospital for Sick Children, 555 University Ave, Toronto, ON, M5G 1X8, Canada
| | - L Lee Dupuis
- Child Health Evaluative Sciences, Research Institute, The Hospital for Sick Children, 555 University Ave, Toronto, ON, M5G 1X8, Canada.
- Department of Pharmacy, Leslie Dan Faculty of Pharmacy, The Hospital for Sick Children, University of Toronto, Toronto, Canada.
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24
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Shi Y, Zhang L, Do KA, Jenq RR, Peterson CB. survivalContour: visualizing predicted survival via colored contour plots. BIOINFORMATICS ADVANCES 2024; 4:vbae105. [PMID: 39086987 PMCID: PMC11290613 DOI: 10.1093/bioadv/vbae105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 05/31/2024] [Accepted: 07/24/2024] [Indexed: 08/02/2024]
Abstract
Summary Advances in survival analysis have facilitated unprecedented flexibility in data modeling, yet there remains a lack of tools for illustrating the influence of continuous covariates on predicted survival outcomes. We propose the utilization of a colored contour plot to depict the predicted survival probabilities over time. Our approach is capable of supporting conventional models, including the Cox and Fine-Gray models. However, its capability shines when coupled with cutting-edge machine learning models such as random survival forests and deep neural networks. Availability and implementation We provide a Shiny app at https://biostatistics.mdanderson.org/shinyapps/survivalContour/ and an R package available at https://github.com/YushuShi/survivalContour as implementations of this tool.
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Affiliation(s)
- Yushu Shi
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY 10065, United States
| | - Liangliang Zhang
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH 44106, United States
| | - Kim-Anh Do
- Department of Biostatistic, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, United States
| | - Robert R Jenq
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, United States
| | - Christine B Peterson
- Department of Biostatistic, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, United States
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25
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Zhang A, Sun T, Yu D, Fu R, Liu X, Xue F, Liu W, Ju M, Dai X, Dong H, Gu W, Chen J, Chi Y, Li H, Wang W, Yang R, Chen Y, Zhang L. Multi-omics differences in the bone marrow between essential thrombocythemia and prefibrotic primary myelofibrosis. Clin Exp Med 2024; 24:154. [PMID: 38972952 PMCID: PMC11228008 DOI: 10.1007/s10238-024-01350-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 04/04/2024] [Indexed: 07/09/2024]
Abstract
Essential thrombocythemia (ET) and prefibrotic primary myelofibrosis (pre-PMF) are Philadelphia chromosome-negative myeloproliferative neoplasms. These conditions share overlapping clinical presentations; however, their prognoses differ significantly. Current morphological diagnostic methods lack reliability in subtype differentiation, underlining the need for improved diagnostics. The aim of this study was to investigate the multi-omics alterations in bone marrow biopsies of patients with ET and pre-PMF to improve our understanding of the nuanced diagnostic characteristics of both diseases. We performed proteomic analysis with 4D direct data-independent acquisition and microbiome analysis with 2bRAD-M sequencing technology to identify differential protein and microbe levels between untreated patients with ET and pre-PMF. Laboratory and multi-omics differences were observed between ET and pre-PMF, encompassing diverse pathways, such as lipid metabolism and immune response. The pre-PMF group showed an increased neutrophil-to-lymphocyte ratio and decreased high-density lipoprotein and cholesterol levels. Protein analysis revealed significantly higher CXCR2, CXCR4, and MX1 levels in pre-PMF, while APOC3, APOA4, FABP4, C5, and CFB levels were elevated in ET, with diagnostic accuracy indicated by AUC values ranging from 0.786 to 0.881. Microbiome assessment identified increased levels of Mycobacterium, Xanthobacter, and L1I39 in pre-PMF, whereas Sphingomonas, Brevibacillus, and Pseudomonas_E were significantly decreased, with AUCs for these genera ranging from 0.833 to 0.929. Our study provides preliminary insights into the proteomic and microbiome variations in the bone marrow of patients with ET and pre-PMF, identifying specific proteins and bacterial genera that warrant further investigation as potential diagnostic indicators. These observations contribute to our evolving understanding of the multi-omics variations and possible mechanisms underlying ET and pre-PMF.
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Affiliation(s)
- Anqi Zhang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Gene Therapy for Blood Diseases, CAMS Key Laboratory of Gene Therapy for Blood Diseases, Tianjin, 300020, China
| | - Ting Sun
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Gene Therapy for Blood Diseases, CAMS Key Laboratory of Gene Therapy for Blood Diseases, Tianjin, 300020, China
| | - Dandan Yu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Gene Therapy for Blood Diseases, CAMS Key Laboratory of Gene Therapy for Blood Diseases, Tianjin, 300020, China
| | - Rongfeng Fu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Gene Therapy for Blood Diseases, CAMS Key Laboratory of Gene Therapy for Blood Diseases, Tianjin, 300020, China
| | - Xiaofan Liu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Gene Therapy for Blood Diseases, CAMS Key Laboratory of Gene Therapy for Blood Diseases, Tianjin, 300020, China
| | - Feng Xue
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Gene Therapy for Blood Diseases, CAMS Key Laboratory of Gene Therapy for Blood Diseases, Tianjin, 300020, China
| | - Wei Liu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Gene Therapy for Blood Diseases, CAMS Key Laboratory of Gene Therapy for Blood Diseases, Tianjin, 300020, China
| | - Mankai Ju
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Gene Therapy for Blood Diseases, CAMS Key Laboratory of Gene Therapy for Blood Diseases, Tianjin, 300020, China
| | - Xinyue Dai
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Gene Therapy for Blood Diseases, CAMS Key Laboratory of Gene Therapy for Blood Diseases, Tianjin, 300020, China
| | - Huan Dong
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Gene Therapy for Blood Diseases, CAMS Key Laboratory of Gene Therapy for Blood Diseases, Tianjin, 300020, China
| | - Wenjing Gu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Gene Therapy for Blood Diseases, CAMS Key Laboratory of Gene Therapy for Blood Diseases, Tianjin, 300020, China
| | - Jia Chen
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Gene Therapy for Blood Diseases, CAMS Key Laboratory of Gene Therapy for Blood Diseases, Tianjin, 300020, China
| | - Ying Chi
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Gene Therapy for Blood Diseases, CAMS Key Laboratory of Gene Therapy for Blood Diseases, Tianjin, 300020, China
| | - Huiyuan Li
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Gene Therapy for Blood Diseases, CAMS Key Laboratory of Gene Therapy for Blood Diseases, Tianjin, 300020, China
| | - Wentian Wang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Gene Therapy for Blood Diseases, CAMS Key Laboratory of Gene Therapy for Blood Diseases, Tianjin, 300020, China
| | - Renchi Yang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Gene Therapy for Blood Diseases, CAMS Key Laboratory of Gene Therapy for Blood Diseases, Tianjin, 300020, China
- Tianjin Institutes of Health Science, Tianjin, 301600, China
| | - Yunfei Chen
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Gene Therapy for Blood Diseases, CAMS Key Laboratory of Gene Therapy for Blood Diseases, Tianjin, 300020, China.
| | - Lei Zhang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Gene Therapy for Blood Diseases, CAMS Key Laboratory of Gene Therapy for Blood Diseases, Tianjin, 300020, China.
- Tianjin Institutes of Health Science, Tianjin, 301600, China.
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26
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van Groningen LFJ, van Dorp S, Bremmers MEJ, Fazel S, Roeven MWH, Blijlevens NMA, van der Velden WJFM. Significant impact of antibiotic exposure on GI-GVHD, NRM, and GRFS following allogeneic HCT with non-myeloablative Flu-TBI conditioning. Leuk Lymphoma 2024; 65:950-957. [PMID: 38520720 DOI: 10.1080/10428194.2024.2331081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 03/11/2024] [Indexed: 03/25/2024]
Abstract
BACKGROUND Acute gastro-intestinal graft-versus-host disease (GI-GVHD) and non-relapse mortality (NRM) after allogeneic HCT are closely related to loss of microbial diversity and intestinal dominance by single taxa resulting from the use of antibiotics, dietary changes, and mucosal barrier injury. There is a paucity of data on the impact of use of antibiotics in HCT after Flu-TBI-based non-myeloablative (NMA) conditioning where there is absence of mucositis and limited malnutrition. METHODS We did a retrospective single-center analysis of patients receiving Flu-TBI-based NMA HCT for a high-grade myeloid malignancy, mostly AML, and MDS, or acute lymphoblastic leukemia (ALL). We analyzed the impact of pre-engraftment antibiotic exposure, prophylactic ciprofloxacin, and or treatment with broad-spectrum cephalosporin/carbapenem, on HCT outcomes, with a focus on the incidence of acute GI-GVHD by day 180 and NRM at 1 year. RESULTS A total of 150 patients were evaluable with a median age of 62 years. Antibiotics were used in 90 patients; 60 prophylactic use only and 30 therapeutic use with or without previous prophylaxis. Antibiotic use resulted in a significant higher incidence of GI-GVHD Stage 1-4; 29% (26/90) versus 5% (3/60) in those not receiving antibiotics (OR 8.1 (95% CI 2.3-28.3), p = 0.001). Use of antibiotics resulted in higher 1-year NRM (19% (17/90) versus 10% (6/60), HR 2.3, p = 0.06), and decreased 2-year GRFS (42% (38/90) versus 55% (33/60), HR 1.7, p = 0.04), but did not impact RFS or OS. CONCLUSIONS Use of antibiotics was related to the occurrence of GI-GVHD, NRM, and GRFS in patients receiving truly NMA HCT. Therefore, in the absence of mucositis and low incidence of bacteremia, antibiotics can and should be used restrictively in this setting.
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Affiliation(s)
- Lenneke F J van Groningen
- Department of Hematology, Radboud University Medical Center, Nijmegen, The Netherlands
- Radboud Institute of Health Sciences, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Suzanne van Dorp
- Department of Hematology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Manita E J Bremmers
- Department of Hematology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Shahira Fazel
- Department of Hematology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Mieke W H Roeven
- Department of Hematology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Nicole M A Blijlevens
- Department of Hematology, Radboud University Medical Center, Nijmegen, The Netherlands
- Radboud Institute of Health Sciences, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Walter J F M van der Velden
- Department of Hematology, Radboud University Medical Center, Nijmegen, The Netherlands
- Radboud Institute of Health Sciences, Radboud University Medical Center, Nijmegen, The Netherlands
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27
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Zinter MS, Dvorak CC, Mayday MY, Reyes G, Simon MR, Pearce EM, Kim H, Shaw PJ, Rowan CM, Auletta JJ, Martin PL, Godder K, Duncan CN, Lalefar NR, Kreml EM, Hume JR, Abdel-Azim H, Hurley C, Cuvelier GDE, Keating AK, Qayed M, Killinger JS, Fitzgerald JC, Hanna R, Mahadeo KM, Quigg TC, Satwani P, Castillo P, Gertz SJ, Moore TB, Hanisch B, Abdel-Mageed A, Phelan R, Davis DB, Hudspeth MP, Yanik GA, Pulsipher MA, Sulaiman I, Segal LN, Versluys BA, Lindemans CA, Boelens JJ, DeRisi JL. Pathobiological signatures of dysbiotic lung injury in pediatric patients undergoing stem cell transplantation. Nat Med 2024; 30:1982-1993. [PMID: 38783139 PMCID: PMC11271406 DOI: 10.1038/s41591-024-02999-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Accepted: 04/12/2024] [Indexed: 05/25/2024]
Abstract
Hematopoietic cell transplantation (HCT) uses cytotoxic chemotherapy and/or radiation followed by intravenous infusion of stem cells to cure malignancies, bone marrow failure and inborn errors of immunity, hemoglobin and metabolism. Lung injury is a known complication of the process, due in part to disruption in the pulmonary microenvironment by insults such as infection, alloreactive inflammation and cellular toxicity. How microorganisms, immunity and the respiratory epithelium interact to contribute to lung injury is uncertain, limiting the development of prevention and treatment strategies. Here we used 278 bronchoalveolar lavage (BAL) fluid samples to study the lung microenvironment in 229 pediatric patients who have undergone HCT treated at 32 children's hospitals between 2014 and 2022. By leveraging paired microbiome and human gene expression data, we identified high-risk BAL compositions associated with in-hospital mortality (P = 0.007). Disadvantageous profiles included bacterial overgrowth with neutrophilic inflammation, microbiome contraction with epithelial fibroproliferation and profound commensal depletion with viral and staphylococcal enrichment, lymphocytic activation and cellular injury, and were replicated in an independent cohort from the Netherlands (P = 0.022). In addition, a broad array of previously occult pathogens was identified, as well as a strong link between antibiotic exposure, commensal bacterial depletion and enrichment of viruses and fungi. Together these lung-immune system-microorganism interactions clarify the important drivers of fatal lung injury in pediatric patients who have undergone HCT. Further investigation is needed to determine how personalized interpretation of heterogeneous pulmonary microenvironments may be used to improve pediatric HCT outcomes.
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Affiliation(s)
- Matt S Zinter
- Division of Critical Care Medicine, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA.
- Division of Allergy, Immunology, and Bone Marrow Transplantation, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA.
| | - Christopher C Dvorak
- Division of Allergy, Immunology, and Bone Marrow Transplantation, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
| | - Madeline Y Mayday
- Division of Critical Care Medicine, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
- Departments of Laboratory Medicine and Pathology, Yale School of Medicine, New Haven, CT, USA
| | - Gustavo Reyes
- Division of Critical Care Medicine, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
| | - Miriam R Simon
- Division of Critical Care Medicine, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
| | - Emma M Pearce
- Division of Critical Care Medicine, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
| | - Hanna Kim
- Division of Critical Care Medicine, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
| | - Peter J Shaw
- The Children's Hospital at Westmead, Sydney, New South Wales, Australia
| | - Courtney M Rowan
- Department of Pediatrics, Division of Critical Care Medicine, Indiana University, Indianapolis, IN, USA
| | - Jeffrey J Auletta
- Hematology/Oncology/BMT and Infectious Diseases, Nationwide Children's Hospital, Columbus, OH, USA
- Center for International Blood and Marrow Transplant Research, National Marrow Donor Program/Be The Match, Minneapolis, MN, USA
| | - Paul L Martin
- Division of Pediatric and Cellular Therapy, Duke University Medical Center, Durham, NC, USA
| | - Kamar Godder
- Cancer and Blood Disorders Center, Nicklaus Children's Hospital, Miami, FL, USA
| | - Christine N Duncan
- Division of Pediatric Oncology Harvard Medical School Department of Pediatrics, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
| | - Nahal R Lalefar
- Division of Pediatric Hematology/Oncology, Benioff Children's Hospital Oakland, University of California, San Francisco, Oakland, CA, USA
| | - Erin M Kreml
- Department of Child Health, Division of Critical Care Medicine, University of Arizona, Phoenix, AZ, USA
| | - Janet R Hume
- Department of Pediatrics, Division of Critical Care Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Hisham Abdel-Azim
- Department of Pediatrics, Division of Hematology/Oncology and Transplant and Cell Therapy, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- Loma Linda University School of Medicine, Cancer Center, Children Hospital and Medical Center, Loma Linda, CA, USA
| | - Caitlin Hurley
- Department of Pediatric Medicine, Division of Critical Care, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Geoffrey D E Cuvelier
- CancerCare Manitoba, Manitoba Blood and Marrow Transplant Program, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Amy K Keating
- Division of Pediatric Oncology Harvard Medical School Department of Pediatrics, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
- Center for Cancer and Blood Disorders, Children's Hospital Colorado and University of Colorado, Aurora, CO, USA
| | - Muna Qayed
- Aflac Cancer & Blood Disorders Center, Children's Healthcare of Atlanta and Emory University, Atlanta, GA, USA
| | - James S Killinger
- Department of Pediatrics, Division of Pediatric Critical Care, Weill Cornell Medicine, New York, NY, USA
| | - Julie C Fitzgerald
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Rabi Hanna
- Department of Pediatric Hematology, Oncology and Blood and Marrow Transplantation, Pediatric Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Kris M Mahadeo
- Division of Pediatric and Cellular Therapy, Duke University Medical Center, Durham, NC, USA
- Department of Pediatrics, Division of Hematology/Oncology, MD Anderson Cancer Center, Houston, TX, USA
| | - Troy C Quigg
- Pediatric Blood and Marrow Transplantation Program, Texas Transplant Institute, Methodist Children's Hospital, San Antonio, TX, USA
- Section of Pediatric BMT and Cellular Therapy, Helen DeVos Children's Hospital, Grand Rapids, MI, USA
| | - Prakash Satwani
- Department of Pediatrics, Division of Pediatric Hematology, Oncology and Stem Cell Transplantation, Columbia University, New York, NY, USA
| | - Paul Castillo
- UF Health Shands Children's Hospital, University of Florida, Gainesville, FL, USA
| | - Shira J Gertz
- Department of Pediatrics, Division of Critical Care Medicine, Joseph M Sanzari Children's Hospital at Hackensack University Medical Center, Hackensack, NJ, USA
- Department of Pediatrics, Division of Critical Care Medicine, St. Barnabas Medical Center, Livingston, NJ, USA
| | - Theodore B Moore
- Department of Pediatric Hematology-Oncology, Mattel Children's Hospital, University of California, Los Angeles, Los Angeles, CA, USA
| | - Benjamin Hanisch
- Department of Pediatrics, Division of Infectious Diseases, Children's National Hospital, Washington DC, USA
| | - Aly Abdel-Mageed
- Section of Pediatric BMT and Cellular Therapy, Helen DeVos Children's Hospital, Grand Rapids, MI, USA
| | - Rachel Phelan
- Department of Pediatrics, Division of Pediatric Hematology/Oncology/BMT, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Dereck B Davis
- Department of Pediatrics, Hematology/Oncology, University of Mississippi Medical Center, Jackson, MS, USA
| | - Michelle P Hudspeth
- Adult and Pediatric Blood & Marrow Transplantation, Pediatric Hematology/Oncology, Medical University of South Carolina Children's Hospital/Hollings Cancer Center, Charleston, SC, USA
| | - Greg A Yanik
- Pediatric Blood and Bone Marrow Transplantation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Michael A Pulsipher
- Division of Hematology, Oncology, Transplantation, and Immunology, Primary Children's Hospital, Huntsman Cancer Institute, Spense Fox Eccles School of Medicine at the University of Utah, Salt Lake City, UT, USA
| | - Imran Sulaiman
- Department of Respiratory Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, Laura and Isaac Perlmutter Cancer Center, New York University Grossman School of Medicine, New York University Langone Health, New York, NY, USA
| | - Leopoldo N Segal
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, Laura and Isaac Perlmutter Cancer Center, New York University Grossman School of Medicine, New York University Langone Health, New York, NY, USA
| | - Birgitta A Versluys
- Department of Stem Cell Transplantation, Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Division of Pediatrics, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Caroline A Lindemans
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, Laura and Isaac Perlmutter Cancer Center, New York University Grossman School of Medicine, New York University Langone Health, New York, NY, USA
- Department of Stem Cell Transplantation, Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Jaap J Boelens
- Department of Stem Cell Transplantation, Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Division of Pediatrics, University Medical Center Utrecht, Utrecht, the Netherlands
- Transplantation and Cellular Therapy, MSK Kids, Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Joseph L DeRisi
- Department of Biochemistry and Biophysics, University of California, San Francisco, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
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Yadegar A, Bar-Yoseph H, Monaghan TM, Pakpour S, Severino A, Kuijper EJ, Smits WK, Terveer EM, Neupane S, Nabavi-Rad A, Sadeghi J, Cammarota G, Ianiro G, Nap-Hill E, Leung D, Wong K, Kao D. Fecal microbiota transplantation: current challenges and future landscapes. Clin Microbiol Rev 2024; 37:e0006022. [PMID: 38717124 PMCID: PMC11325845 DOI: 10.1128/cmr.00060-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2024] Open
Abstract
SUMMARYGiven the importance of gut microbial homeostasis in maintaining health, there has been considerable interest in developing innovative therapeutic strategies for restoring gut microbiota. One such approach, fecal microbiota transplantation (FMT), is the main "whole gut microbiome replacement" strategy and has been integrated into clinical practice guidelines for treating recurrent Clostridioides difficile infection (rCDI). Furthermore, the potential application of FMT in other indications such as inflammatory bowel disease (IBD), metabolic syndrome, and solid tumor malignancies is an area of intense interest and active research. However, the complex and variable nature of FMT makes it challenging to address its precise functionality and to assess clinical efficacy and safety in different disease contexts. In this review, we outline clinical applications, efficacy, durability, and safety of FMT and provide a comprehensive assessment of its procedural and administration aspects. The clinical applications of FMT in children and cancer immunotherapy are also described. We focus on data from human studies in IBD in contrast with rCDI to delineate the putative mechanisms of this treatment in IBD as a model, including colonization resistance and functional restoration through bacterial engraftment, modulating effects of virome/phageome, gut metabolome and host interactions, and immunoregulatory actions of FMT. Furthermore, we comprehensively review omics technologies, metagenomic approaches, and bioinformatics pipelines to characterize complex microbial communities and discuss their limitations. FMT regulatory challenges, ethical considerations, and pharmacomicrobiomics are also highlighted to shed light on future development of tailored microbiome-based therapeutics.
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Affiliation(s)
- Abbas Yadegar
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Haggai Bar-Yoseph
- Department of Gastroenterology, Rambam Health Care Campus, Haifa, Israel
- Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
| | - Tanya Marie Monaghan
- National Institute for Health Research Nottingham Biomedical Research Centre, University of Nottingham, Nottingham, United Kingdom
- Nottingham Digestive Diseases Centre, School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | - Sepideh Pakpour
- School of Engineering, Faculty of Applied Sciences, UBC, Okanagan Campus, Kelowna, British Columbia, Canada
| | - Andrea Severino
- Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Italy
- Department of Medical and Surgical Sciences, UOC CEMAD Centro Malattie dell'Apparato Digerente, Medicina Interna e Gastroenterologia, Fondazione Policlinico Universitario Gemelli IRCCS, Rome, Italy
- Department of Medical and Surgical Sciences, UOC Gastroenterologia, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Ed J Kuijper
- Center for Microbiota Analysis and Therapeutics (CMAT), Leiden University Center for Infectious Diseases, Leiden University Medical Center, Leiden, The Netherlands
| | - Wiep Klaas Smits
- Center for Microbiota Analysis and Therapeutics (CMAT), Leiden University Center for Infectious Diseases, Leiden University Medical Center, Leiden, The Netherlands
| | - Elisabeth M Terveer
- Center for Microbiota Analysis and Therapeutics (CMAT), Leiden University Center for Infectious Diseases, Leiden University Medical Center, Leiden, The Netherlands
| | - Sukanya Neupane
- Division of Gastroenterology, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Ali Nabavi-Rad
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Javad Sadeghi
- School of Engineering, Faculty of Applied Sciences, UBC, Okanagan Campus, Kelowna, British Columbia, Canada
| | - Giovanni Cammarota
- Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Italy
- Department of Medical and Surgical Sciences, UOC CEMAD Centro Malattie dell'Apparato Digerente, Medicina Interna e Gastroenterologia, Fondazione Policlinico Universitario Gemelli IRCCS, Rome, Italy
- Department of Medical and Surgical Sciences, UOC Gastroenterologia, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Gianluca Ianiro
- Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Italy
- Department of Medical and Surgical Sciences, UOC CEMAD Centro Malattie dell'Apparato Digerente, Medicina Interna e Gastroenterologia, Fondazione Policlinico Universitario Gemelli IRCCS, Rome, Italy
- Department of Medical and Surgical Sciences, UOC Gastroenterologia, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Estello Nap-Hill
- Department of Medicine, Division of Gastroenterology, St Paul's Hospital, University of British Columbia, Vancouver, British Columbia, Canada
| | - Dickson Leung
- Division of Gastroenterology, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Karen Wong
- Division of Gastroenterology, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Dina Kao
- Division of Gastroenterology, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
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29
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Rashidi A, Ebadi M, Rehman TU, Elhusseini H, Kazadi D, Halaweish H, Khan MH, Hoeschen A, Cao Q, Luo X, Kabage AJ, Lopez S, Ramamoorthy S, Holtan SG, Weisdorf DJ, Khoruts A, Staley C. Multi-omics Analysis of a Fecal Microbiota Transplantation Trial Identifies Novel Aspects of Acute GVHD Pathogenesis. CANCER RESEARCH COMMUNICATIONS 2024; 4:1454-1466. [PMID: 38767452 PMCID: PMC11164016 DOI: 10.1158/2767-9764.crc-24-0138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 04/23/2024] [Accepted: 05/15/2024] [Indexed: 05/22/2024]
Abstract
Acute GVHD (aGVHD) is a major complication of allogeneic hematopoietic cell transplantation (alloHCT) associated with gut microbiota disruptions. However, whether therapeutic microbiota modulation prevents aGVHD is unknown. We conducted a randomized, placebo-controlled trial of third-party fecal microbiota transplantation (FMT) administered at the peak of microbiota injury in 100 patients with acute myeloid leukemia receiving induction chemotherapy and alloHCT recipients. Despite improvements in microbiome diversity, expansion of commensals, and shrinkage of potential pathogens, aGVHD occurred more frequently after FMT than placebo. Although this unexpected finding could be explained by clinical differences between the two arms, we asked whether a microbiota explanation might be also present. To this end, we performed multi-omics analysis of preintervention and postintervention gut microbiome and serum metabolome. We found that postintervention expansion of Faecalibacterium, a commensal genus with gut-protective and anti-inflammatory properties under homeostatic conditions, predicted a higher risk for aGVHD. Faecalibacterium expansion occurred predominantly after FMT and was due to engraftment of unique donor taxa, suggesting that donor Faecalibacterium-derived antigens might have stimulated allogeneic immune cells. Faecalibacterium and ursodeoxycholic acid (an anti-inflammatory secondary bile acid) were negatively correlated, offering an alternative mechanistic explanation. In conclusion, we demonstrate context dependence of microbiota effects where a normally beneficial bacteria may become detrimental in disease. While FMT is a broad, community-level intervention, it may need precision engineering in ecologically complex settings where multiple perturbations (e.g., antibiotics, intestinal damage, alloimmunity) are concurrently in effect. SIGNIFICANCE Post-FMT expansion of Faecalibacterium, associated with donor microbiota engraftment, predicted a higher risk for aGVHD in alloHCT recipients. Although Faecalibacterium is a commensal genus with gut-protective and anti-inflammatory properties under homeostatic conditions, our findings suggest that it may become pathogenic in the setting of FMT after alloHCT. Our results support a future trial with precision engineering of the FMT product used as GVHD prophylaxis after alloHCT.
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Affiliation(s)
- Armin Rashidi
- Clinical Research Division, Fred Hutchinson Cancer Center; and Division of Oncology, University of Washington, Seattle, Washington
- Division of Hematology, Oncology, and Transplantation, Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Maryam Ebadi
- Department of Radiation Oncology, University of Washington and Fred Hutchinson Cancer Center, Seattle, Washington
| | - Tauseef U. Rehman
- Division of Hematology, Oncology, and Transplantation, Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Heba Elhusseini
- Division of Hematology, Oncology, and Transplantation, Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - David Kazadi
- Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Hossam Halaweish
- Department of Surgery, University of Minnesota, Minneapolis, Minnesota
| | - Mohammad H. Khan
- Department of Surgery, University of Minnesota, Minneapolis, Minnesota
| | - Andrea Hoeschen
- Division of Hematology, Oncology, and Transplantation, Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Qing Cao
- Biostatistics Core, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
| | - Xianghua Luo
- Biostatistics Core, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
- Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, Minnesota
| | - Amanda J. Kabage
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Sharon Lopez
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | | | - Shernan G. Holtan
- Division of Hematology, Oncology, and Transplantation, Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Daniel J. Weisdorf
- Division of Hematology, Oncology, and Transplantation, Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Alexander Khoruts
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, University of Minnesota, Minneapolis, Minnesota
- Biotechnology Institute, University of Minnesota, St. Paul, Minnesota
- Center for Immunology, University of Minnesota, Minneapolis, Minnesota
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30
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Kreisinger J, Dooley J, Singh K, Čížková D, Schmiedová L, Bendová B, Liston A, Moudra A. Investigating the effects of radiation, T cell depletion, and bone marrow transplantation on murine gut microbiota. Front Microbiol 2024; 15:1324403. [PMID: 38903788 PMCID: PMC11188301 DOI: 10.3389/fmicb.2024.1324403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Accepted: 05/13/2024] [Indexed: 06/22/2024] Open
Abstract
Microbiome research has gained much attention in recent years as the importance of gut microbiota in regulating host health becomes increasingly evident. However, the impact of radiation on the microbiota in the murine bone marrow transplantation model is still poorly understood. In this paper, we present key findings from our study on how radiation, followed by bone marrow transplantation with or without T cell depletion, impacts the microbiota in the ileum and caecum. Our findings show that radiation has different effects on the microbiota of the two intestinal regions, with the caecum showing increased interindividual variation, suggesting an impaired ability of the host to regulate microbial symbionts, consistent with the Anna Karenina principle. Additionally, we observed changes in the ileum composition, including an increase in bacterial taxa that are important modulators of host health, such as Akkermansia and Faecalibaculum. In contrast, radiation in the caecum was associated with an increased abundance of several common commensal taxa in the gut, including Lachnospiraceae and Bacteroides. Finally, we found that high doses of radiation had more substantial effects on the caecal microbiota of the T-cell-depleted group than that of the non-T-cell-depleted group. Overall, our results contribute to a better understanding of the complex relationship between radiation and the gut microbiota in the context of bone marrow transplantation and highlight the importance of considering different intestinal regions when studying microbiome responses to environmental stressors.
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Affiliation(s)
- Jakub Kreisinger
- Department of Zoology, Faculty of Science, Charles University, Prague, Czechia
| | - James Dooley
- Immunology Programme, The Babraham Institute, Cambridge, United Kingdom
| | - Kailash Singh
- Immunology Programme, The Babraham Institute, Cambridge, United Kingdom
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden
| | - Dagmar Čížková
- Institute of Vertebrate Biology, Czech Academy of Sciences, Brno, Czechia
| | - Lucie Schmiedová
- Institute of Vertebrate Biology, Czech Academy of Sciences, Brno, Czechia
| | - Barbora Bendová
- Department of Zoology, Faculty of Science, Charles University, Prague, Czechia
| | - Adrian Liston
- Immunology Programme, The Babraham Institute, Cambridge, United Kingdom
| | - Alena Moudra
- Immunology Programme, The Babraham Institute, Cambridge, United Kingdom
- The National Institute of Mental Health, Klecany, Czechia
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31
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Carpenter RS, Maryanovich M. Systemic and local regulation of hematopoietic homeostasis in health and disease. NATURE CARDIOVASCULAR RESEARCH 2024; 3:651-665. [PMID: 39196230 DOI: 10.1038/s44161-024-00482-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 04/24/2024] [Indexed: 08/29/2024]
Abstract
Hematopoietic stem cells (HSCs) generate all blood cell lineages responsible for tissue oxygenation, life-long hematopoietic homeostasis and immune protection. In adulthood, HSCs primarily reside in the bone marrow (BM) microenvironment, consisting of diverse cell types that constitute the stem cell 'niche'. The adaptability of the hematopoietic system is required to respond to the needs of the host, whether to maintain normal physiology or during periods of physical, psychosocial or environmental stress. Hematopoietic homeostasis is achieved by intricate coordination of systemic and local factors that orchestrate the function of HSCs throughout life. However, homeostasis is not a static process; it modulates HSC and progenitor activity in response to circadian rhythms coordinated by the central and peripheral nervous systems, inflammatory cues, metabolites and pathologic conditions. Here, we review local and systemic factors that impact hematopoiesis, focusing on the implications of aging, stress and cardiovascular disease.
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Affiliation(s)
- Randall S Carpenter
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY, USA
- Ruth L. and David S. Gottesman Institute for Stem Cell Biology and Regenerative Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Maria Maryanovich
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY, USA.
- Ruth L. and David S. Gottesman Institute for Stem Cell Biology and Regenerative Medicine, Albert Einstein College of Medicine, Bronx, NY, USA.
- Cancer Dormancy and Tumor Microenvironment Institute, Albert Einstein College of Medicine, Bronx, NY, USA.
- Montefiore Einstein Comprehensive Cancer Center, Albert Einstein College of Medicine, Bronx, NY, USA.
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32
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Liao C, Rolling T, Djukovic A, Fei T, Mishra V, Liu H, Lindberg C, Dai L, Zhai B, Peled JU, van den Brink MRM, Hohl TM, Xavier JB. Oral bacteria relative abundance in faeces increases due to gut microbiota depletion and is linked with patient outcomes. Nat Microbiol 2024; 9:1555-1565. [PMID: 38698178 PMCID: PMC11152985 DOI: 10.1038/s41564-024-01680-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 03/20/2024] [Indexed: 05/05/2024]
Abstract
The detection of oral bacteria in faecal samples has been associated with inflammation and intestinal diseases. The increased relative abundance of oral bacteria in faeces has two competing explanations: either oral bacteria invade the gut ecosystem and expand (the 'expansion' hypothesis), or oral bacteria transit through the gut and their relative increase marks the depletion of other gut bacteria (the 'marker' hypothesis). Here we collected oral and faecal samples from mouse models of gut dysbiosis (antibiotic treatment and DSS-induced colitis) and used 16S ribosomal RNA sequencing to determine the abundance dynamics of oral bacteria. We found that the relative, but not absolute, abundance of oral bacteria increases, reflecting the 'marker' hypothesis. Faecal microbiome datasets from diverse patient cohorts, including healthy individuals and patients with allogeneic haematopoietic cell transplantation or inflammatory bowel disease, consistently support the 'marker' hypothesis and explain associations between oral bacterial abundance and patient outcomes consistent with depleted gut microbiota. By distinguishing between the two hypotheses, our study guides the interpretation of microbiome compositional data and could potentially identify cases where therapies are needed to rebuild the resident microbiome rather than protect against invading oral bacteria.
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Affiliation(s)
- Chen Liao
- Program for Computational and Systems Biology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Thierry Rolling
- Infectious Disease Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Immunology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Division of Infectious Diseases, First Department of Medicine, University Medical Center, Hamburg-Eppendorf, Hamburg, Germany
| | - Ana Djukovic
- Program for Computational and Systems Biology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Teng Fei
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Vishwas Mishra
- Program for Computational and Systems Biology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Physiology, Biophysics and Systems Biology Program, Weill Cornell Medical College, New York, NY, USA
| | - Hongbin Liu
- CAS Key Laboratory of Quantitative Engineering Biology, Shenzhen Institute of Synthetic Biology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Chloe Lindberg
- Program for Computational and Systems Biology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Lei Dai
- CAS Key Laboratory of Quantitative Engineering Biology, Shenzhen Institute of Synthetic Biology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Bing Zhai
- Infectious Disease Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Immunology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- CAS Key Laboratory of Quantitative Engineering Biology, Shenzhen Institute of Synthetic Biology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Jonathan U Peled
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Weill Cornell Medical College, New York, NY, USA
| | - Marcel R M van den Brink
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Weill Cornell Medical College, New York, NY, USA
| | - Tobias M Hohl
- Infectious Disease Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Immunology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Weill Cornell Medical College, New York, NY, USA.
| | - Joao B Xavier
- Program for Computational and Systems Biology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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33
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Scott JS, Li A, Wardill HR. Role of mucositis in predicting gut microbiota composition in people with cancer. Curr Opin Support Palliat Care 2024; 18:73-77. [PMID: 38652454 DOI: 10.1097/spc.0000000000000700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/25/2024]
Abstract
PURPOSE OF REVIEW Disruption of the precious ecosystem of micro-organisms that reside in the gut - the gut microbiota - is rapidly emerging as a key driver of the adverse side effects/toxicities caused by numerous anti-cancer agents. Although the contribution of the gut microbiota to these toxicities is understood with ever increasing precision, the cause of microbial disruption (dysbiosis) remains poorly understood. Here, we discuss current evidence on the cause(s) of dysbiosis after cancer therapy, positioning breakdown of the intestinal mucosa (mucositis) as a central cause. RECENT FINDINGS Dysbiosis in people with cancer has historically been attributed to extensive antibiotic use. However, evidence now suggests that certain antibiotics have minimal impacts on the microbiota. Indeed, recent evidence shows that the type of cancer therapy predicts microbiota composition independently of antibiotics. Given most anti-cancer drugs have modest effects on microbes directly, this suggests that their impact on the gut microenvironment, in particular the mucosa, which is highly vulnerable to cytotoxicity, is a likely cause of dysbiosis. Here, we outline evidence that support this hypothesis, and discuss the associated clinical implications/opportunities. SUMMARY The concept that mucositis dictates microbiota compositions provides two important implications for clinical practice. Firstly, it reiterates the importance of prioritising the development of novel mucoprotectants that preserve mucosal integrity, and indirectly support microbial stability. Secondly, it provides an opportunity to identify dysbiotic events and associated consequences using readily accessible, minimally invasive biomarkers of mucositis such as plasma citrulline.
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Affiliation(s)
- Jacqui S Scott
- Faculty of Health and Medical Sciences, School of Biomedicine, The University of Adelaide
- Supportive Oncology Research Group, Precision Cancer Medicine Theme, South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Anna Li
- Faculty of Health and Medical Sciences, School of Biomedicine, The University of Adelaide
- Supportive Oncology Research Group, Precision Cancer Medicine Theme, South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Hannah R Wardill
- Faculty of Health and Medical Sciences, School of Biomedicine, The University of Adelaide
- Supportive Oncology Research Group, Precision Cancer Medicine Theme, South Australian Health and Medical Research Institute, Adelaide, Australia
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34
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Gavriilaki E, Christoforidi M, Ouranos K, Minti F, Mallouri D, Varelas C, Lazaridou A, Baldoumi E, Panteliadou A, Bousiou Z, Batsis I, Sakellari I, Gioula G. Alteration of Gut Microbiota Composition and Diversity in Acute and/or Chronic Graft-versus-Host Disease Following Hematopoietic Stem Cell Transplantation: A Prospective Cohort Study. Int J Mol Sci 2024; 25:5789. [PMID: 38891979 PMCID: PMC11171546 DOI: 10.3390/ijms25115789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 05/20/2024] [Accepted: 05/23/2024] [Indexed: 06/21/2024] Open
Abstract
Changes in gut microbiome composition have been implicated in the pathogenesis of graft-versus-host disease (GvHD) after allogeneic hematopoietic stem cell transplantation (allo-HSCT). Our objective was to explore the microbial abundance in patients with GvHD after allo-HSCT. We conducted a single-center, prospective study in patients who underwent allo-HSCT and developed grade II or higher acute GvHD and/or moderate or severe chronic GvHD, to explore the microbial abundance of taxa at the phylum, family, genus, and species level, and we utilized alpha and beta diversity indices to further describe our findings. We collected fecal specimens at -2 to +2 (T1), +11 to +17 (T2), +25 to +30 (T3), +90 (T4), and +180 (T5) days to assess changes in gut microbiota, with day 0 being the day of allo-HSCT. We included 20 allo-HSCT recipients in the study. Compared with timepoint T1, at timepoint T4 we found a significant decrease in the abundance of Proteobacteria phylum (14.22% at T1 vs. 4.07% at T4, p = 0.01) and Enterobacteriaceae family (13.3% at T1 vs. <0.05% at T4, p < 0.05), as well as a significant increase in Enterococcus species (0.1% at T1 vs. 12.8% at T4, p < 0.05) in patients who developed acute GvHD. Regarding patients who developed chronic GvHD after allo-HSCT, there was a significant reduction in the abundance of Eurobactereaceae family (1.32% at T1 vs. 0.53% at T4, p < 0.05) and Roseruria genus (3.97% at T1 vs. 0.09% at T4, p < 0.05) at T4 compared with T1. Alpha and beta diversity analyses did not reveal a difference in the abundance of bacteria at the genus level in GvHD patients at T4 compared with T1. Our study reinforces results from previous studies regarding changes in gut microbiota in patients with acute GvHD and provides new data regarding the gut microbiome changes in chronic GvHD. Future studies will need to incorporate clinical parameters in their analyses to establish their association with specific changes in gut microbiota in patients with GvHD after allo-HSCT.
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Affiliation(s)
- Eleni Gavriilaki
- 2nd Propedeutic Department of Internal Medicine, Aristotle University of Thessaloniki, 54643 Thessaloniki, Greece
| | - Maria Christoforidi
- Microbiology Department, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece; (M.C.); (F.M.); (G.G.)
| | - Konstantinos Ouranos
- Department of Medicine, Houston Methodist Research Institute, Houston, TX 77030, USA;
| | - Fani Minti
- Microbiology Department, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece; (M.C.); (F.M.); (G.G.)
| | - Despina Mallouri
- Hematology Department—BMT Unit, G Papanikolaou Hospital, 57010 Thessaloniki, Greece; (D.M.); (C.V.); (A.L.); (E.B.); (A.P.); (Z.B.); (I.B.); (I.S.)
| | - Christos Varelas
- Hematology Department—BMT Unit, G Papanikolaou Hospital, 57010 Thessaloniki, Greece; (D.M.); (C.V.); (A.L.); (E.B.); (A.P.); (Z.B.); (I.B.); (I.S.)
| | - Andriana Lazaridou
- Hematology Department—BMT Unit, G Papanikolaou Hospital, 57010 Thessaloniki, Greece; (D.M.); (C.V.); (A.L.); (E.B.); (A.P.); (Z.B.); (I.B.); (I.S.)
| | - Eirini Baldoumi
- Hematology Department—BMT Unit, G Papanikolaou Hospital, 57010 Thessaloniki, Greece; (D.M.); (C.V.); (A.L.); (E.B.); (A.P.); (Z.B.); (I.B.); (I.S.)
| | - Alkistis Panteliadou
- Hematology Department—BMT Unit, G Papanikolaou Hospital, 57010 Thessaloniki, Greece; (D.M.); (C.V.); (A.L.); (E.B.); (A.P.); (Z.B.); (I.B.); (I.S.)
| | - Zoi Bousiou
- Hematology Department—BMT Unit, G Papanikolaou Hospital, 57010 Thessaloniki, Greece; (D.M.); (C.V.); (A.L.); (E.B.); (A.P.); (Z.B.); (I.B.); (I.S.)
| | - Ioannis Batsis
- Hematology Department—BMT Unit, G Papanikolaou Hospital, 57010 Thessaloniki, Greece; (D.M.); (C.V.); (A.L.); (E.B.); (A.P.); (Z.B.); (I.B.); (I.S.)
| | - Ioanna Sakellari
- Hematology Department—BMT Unit, G Papanikolaou Hospital, 57010 Thessaloniki, Greece; (D.M.); (C.V.); (A.L.); (E.B.); (A.P.); (Z.B.); (I.B.); (I.S.)
| | - Georgia Gioula
- Microbiology Department, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece; (M.C.); (F.M.); (G.G.)
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DeFilipp Z, Damania AV, Kim HT, Chang CC, El-Jawahri A, McAfee SL, Bottoms AJS, Toncheva V, Smith MM, Dolaher M, Perry L, White M, Diana B, Connolly S, Dey BR, Frigault MJ, Newcomb RA, O’Donnell PV, Spitzer TR, Mansour MK, Weber D, Ajami NJ, Hohmann E, Jenq RR, Chen YB. Third-party fecal microbiota transplantation for high-risk treatment-naïve acute GVHD of the lower GI tract. Blood Adv 2024; 8:2074-2084. [PMID: 38471063 PMCID: PMC11063394 DOI: 10.1182/bloodadvances.2024012556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 03/01/2024] [Accepted: 03/01/2024] [Indexed: 03/14/2024] Open
Abstract
ABSTRACT Disruption of the intestinal microbiome is observed with acute graft-versus-host disease (GVHD) of the lower gastrointestinal (LGI) tract, and fecal microbiota transplantation (FMT) has successfully cured steroid-refractory cases. In this open-label, single-arm, pilot study, third-party, single-donor FMT was administered in combination with systemic corticosteroids to participants with high-risk acute LGI GVHD, with a focus on treatment-naïve cases. Participants were scheduled to receive 1 induction dose (15 capsules per day for 2 consecutive days), followed by 3 weekly maintenance doses, consisting of 15 capsules per dose. The primary end point of the study was feasibility, which would be achieved if ≥80% of participants able to swallow ≥40 of the 75 scheduled capsules. Ten participants (9 treatment-naïve; 1 steroid-refractory) were enrolled and treated. The study met the primary end point, with 9 of 10 participants completing all eligible doses. Organ-specific LGI complete response rate at day 28 was 70%. Initial clinical response was observed within 1 week for all responders, and clinical responses were durable without recurrent LGI GVHD in complete responders. Exploratory analyses suggest that alpha diversity increased after FMT. Although recipient microbiome composition never achieved a high degree of donor similarity, expansion of donor-derived species and increases in tryptophan metabolites and short-chain fatty acids were observed within the first 7 days after FMT. Investigation into the use of microbiome-targeted interventions earlier in the treatment paradigm for acute LGI GVHD is warranted. This trial was registered at www.ClinicalTrials.gov as #NCT04139577.
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Affiliation(s)
- Zachariah DeFilipp
- Hematopoietic Cell Transplant and Cellular Therapy Program, Massachusetts General Hospital, Boston, MA
| | - Ashish V. Damania
- Platform for Innovative Microbiome and Translational Research, Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Haesook T. Kim
- Department of Data Science, Dana-Farber Cancer Institute and Harvard T. H. Chan School of Public Health, Boston, MA
| | - Chia-Chi Chang
- Platform for Innovative Microbiome and Translational Research, Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Areej El-Jawahri
- Hematopoietic Cell Transplant and Cellular Therapy Program, Massachusetts General Hospital, Boston, MA
| | - Steven L. McAfee
- Hematopoietic Cell Transplant and Cellular Therapy Program, Massachusetts General Hospital, Boston, MA
| | - AJ S. Bottoms
- Hematopoietic Cell Transplant and Cellular Therapy Program, Massachusetts General Hospital, Boston, MA
| | - Vesselina Toncheva
- Hematopoietic Cell Transplant and Cellular Therapy Program, Massachusetts General Hospital, Boston, MA
| | - Melissa M. Smith
- Hematopoietic Cell Transplant and Cellular Therapy Program, Massachusetts General Hospital, Boston, MA
| | - Maria Dolaher
- Hematopoietic Cell Transplant and Cellular Therapy Program, Massachusetts General Hospital, Boston, MA
| | - Lindsey Perry
- Hematopoietic Cell Transplant and Cellular Therapy Program, Massachusetts General Hospital, Boston, MA
| | - Meghan White
- Hematopoietic Cell Transplant and Cellular Therapy Program, Massachusetts General Hospital, Boston, MA
| | - Brittany Diana
- Hematopoietic Cell Transplant and Cellular Therapy Program, Massachusetts General Hospital, Boston, MA
| | - Sheila Connolly
- Hematopoietic Cell Transplant and Cellular Therapy Program, Massachusetts General Hospital, Boston, MA
| | - Bimalangshu R. Dey
- Hematopoietic Cell Transplant and Cellular Therapy Program, Massachusetts General Hospital, Boston, MA
| | - Matthew J. Frigault
- Hematopoietic Cell Transplant and Cellular Therapy Program, Massachusetts General Hospital, Boston, MA
| | - Richard A. Newcomb
- Hematopoietic Cell Transplant and Cellular Therapy Program, Massachusetts General Hospital, Boston, MA
| | - Paul V. O’Donnell
- Hematopoietic Cell Transplant and Cellular Therapy Program, Massachusetts General Hospital, Boston, MA
| | - Thomas R. Spitzer
- Hematopoietic Cell Transplant and Cellular Therapy Program, Massachusetts General Hospital, Boston, MA
| | - Michael K. Mansour
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA
| | - Daniela Weber
- Departments of Hematology and Oncology, Internal Medicine III, University of Regensburg, Regensburg, Germany
| | - Nadim J. Ajami
- Platform for Innovative Microbiome and Translational Research, Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Elizabeth Hohmann
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA
| | - Robert R. Jenq
- Platform for Innovative Microbiome and Translational Research, Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Yi-Bin Chen
- Hematopoietic Cell Transplant and Cellular Therapy Program, Massachusetts General Hospital, Boston, MA
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Gandossi C, Jessop H, Hahn A, Heininger L, Henes J, Radaelli AM, Carmagnola A, Morello E, Renica C, Bertulli A, Lazzari L, Kenyon M, Alexander T, Domenech A, Greco R. Nutritional aspects in autoimmune diseases undergoing hematopoietic stem cell transplantation: overview and recommendations on behalf of the EBMT ADWP and Nurses Group. Front Nutr 2024; 11:1394518. [PMID: 38784130 PMCID: PMC11111942 DOI: 10.3389/fnut.2024.1394518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Accepted: 04/29/2024] [Indexed: 05/25/2024] Open
Abstract
Autoimmune diseases (ADs) represent a heterogeneous group of conditions affecting 5-10% of the global population. In recent decades, hematopoietic stem cell transplant (HSCT), mainly autologous, has been successfully adopted to treat patients affected by severe/refractory ADs. In this context malnutrition has a detrimental impact on relapse, mortality, infection rate, engraftment, long-term survival, and prolongation of hospitalization. However, in this population, the management of nutrition should be improved since nutritional assessment is partially performed in routine clinical practice. A panel of nurses and physicians from the European Society for Blood and Marrow Transplantation (EBMT) reviewed all available evidence based on current literature and expert practices from centers with extensive experience in HSCT for ADs, on the nutritional management of ADs patients during HSCT procedure. In this context, adequate nutritional status predicts a better response to treatment and improves quality of life. Herein, a systematic and comprehensive monitoring of nutritional status before, during and after HSCT, with adequate nutritional support in the case of ADs patients, in addition to assessing the dietary requirements associated with HSCT has been covered. Moreover, given the singularity of each AD, the underlying disease should be considered for an appropriate approach. The management and evaluation of nutritional status must be carried out by a multidisciplinary team to assess the needs, monitor the effectiveness of each intervention, and prevent complications, especially in complex situations as patients affected by ADs.
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Affiliation(s)
- Chiara Gandossi
- Hematology and Bone Marrow Transplantation Unit, IRCCS San Raffaele Hospital, Vita-Salute San Raffaele University, Milan, Italy
| | - Helen Jessop
- Department of Haematology, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, United Kingdom
| | - Anne Hahn
- Department of Internal Medicine II (Hematology, Oncology, Clinical Immunology and Rheumatology), University Hospital Tuebingen, Tuebingen, Germany
| | - Lisa Heininger
- Department of Internal Medicine II (Hematology, Oncology, Clinical Immunology and Rheumatology), University Hospital Tuebingen, Tuebingen, Germany
| | - Jörg Henes
- Department of Internal Medicine II (Hematology, Oncology, Clinical Immunology and Rheumatology), University Hospital Tuebingen, Tuebingen, Germany
| | - Alexia Marina Radaelli
- Hematology and Bone Marrow Transplantation Unit, IRCCS San Raffaele Hospital, Vita-Salute San Raffaele University, Milan, Italy
| | - Anna Carmagnola
- Hematology and Bone Marrow Transplantation Unit, IRCCS San Raffaele Hospital, Vita-Salute San Raffaele University, Milan, Italy
| | - Enrico Morello
- Blood Diseases and Cell Therapies Unit, Bone Marrow Transplant Unit" ASST-Spedali Civili" Hospital of Brescia, Brescia, Italy
- Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Chiara Renica
- Blood Diseases and Cell Therapies Unit, Bone Marrow Transplant Unit" ASST-Spedali Civili" Hospital of Brescia, Brescia, Italy
- Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Alice Bertulli
- Blood Diseases and Cell Therapies Unit, Bone Marrow Transplant Unit" ASST-Spedali Civili" Hospital of Brescia, Brescia, Italy
- Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Lorenzo Lazzari
- Hematology and Bone Marrow Transplantation Unit, IRCCS San Raffaele Hospital, Vita-Salute San Raffaele University, Milan, Italy
| | - Michelle Kenyon
- Department of Haematology, King's College Hospital, London, United Kingdom
| | - Tobias Alexander
- Department of Rheumatology and Clinical Immunology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, Berlin, Germany
| | - Ariadna Domenech
- Bone Marrow Transplant Unit, Department of Hematology, Hospital Clínic of Barcelona, Barcelona, Spain
| | - Raffaella Greco
- Hematology and Bone Marrow Transplantation Unit, IRCCS San Raffaele Hospital, Vita-Salute San Raffaele University, Milan, Italy
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37
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Goswami M, Bose PD. Gut microbial dysbiosis in the pathogenesis of leukemia: an immune-based perspective. Exp Hematol 2024; 133:104211. [PMID: 38527589 DOI: 10.1016/j.exphem.2024.104211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 03/04/2024] [Accepted: 03/16/2024] [Indexed: 03/27/2024]
Abstract
Leukemias are a set of clonal hematopoietic malignant diseases that develop in the bone marrow. Several factors influence leukemia development and progression. Among these, the gut microbiota is a major factor influencing a wide array of its processes. The gut microbial composition is linked to the risk of tumor development and the host's ability to respond to treatment, mostly due to the immune-modulatory effects of their metabolites. Despite such strong evidence, its role in the development of hematologic malignancies still requires attention of investigators worldwide. In this review, we make an effort to discuss the role of host gut microbiota-immune crosstalk in leukemia development and progression. Additionally, we highlight certain recently developed strategies to modify the gut microbial composition that may help to overcome dysbiosis in leukemia patients in the near future.
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Affiliation(s)
- Mayuri Goswami
- Department of Molecular Biology and Biotechnology, Cotton University, Panbazar, Guwahati, Assam, India
| | - Purabi Deka Bose
- Department of Molecular Biology and Biotechnology, Cotton University, Panbazar, Guwahati, Assam, India.
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38
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Blake SJ, Wolf Y, Boursi B, Lynn DJ. Role of the microbiota in response to and recovery from cancer therapy. Nat Rev Immunol 2024; 24:308-325. [PMID: 37932511 DOI: 10.1038/s41577-023-00951-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/26/2023] [Indexed: 11/08/2023]
Abstract
Our understanding of how the microbiota affects the balance between response to and failure of cancer treatment by modulating the tumour microenvironment and systemic immune system has advanced rapidly in recent years. Microbiota-targeting interventions in patients with cancer are an area of intensive investigation. Promisingly, phase I-II clinical trials have shown that interventions such as faecal microbiota transplantation can overcome resistance to immune checkpoint blockade in patients with melanoma, improve therapeutic outcomes in treatment-naive patients and reduce therapy-induced immunotoxicities. Here, we synthesize the evidence showing that the microbiota is an important determinant of both cancer treatment efficacy and treatment-induced acute and long-term toxicity, and we discuss the complex and inter-related mechanisms involved. We also assess the potential of microbiota-targeting interventions, including bacterial engineering and phage therapy, to optimize the response to and recovery from cancer therapy.
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Affiliation(s)
- Stephen J Blake
- Precision Cancer Medicine Theme, South Australian Health and Medical Research Institute, Adelaide, South Australia, Australia
- College of Medicine and Public Health, Flinders University, Adelaide, South Australia, Australia
| | - Yochai Wolf
- Ella Lemelbaum Institute for Immuno-oncology and Skin Cancer, Sheba Medical Center, Tel Hashomer, Israel
- Department of Pathology, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Ben Boursi
- School of Medicine, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Department of Oncology, Sheba Medical Center, Tel Hashomer, Israel
- Center of Clinical Epidemiology and Biostatistics, University of Pennsylvania, Philadelphia, PA, USA
| | - David J Lynn
- Precision Cancer Medicine Theme, South Australian Health and Medical Research Institute, Adelaide, South Australia, Australia.
- College of Medicine and Public Health, Flinders University, Adelaide, South Australia, Australia.
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39
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O’Dwyer DN, Kim JS, Ma SF, Ranjan P, Das P, Lipinski JH, Metcalf JD, Falkowski NR, Yow E, Anstrom K, Dickson RP, Huang Y, Gilbert JA, Martinez FJ, Noth I. Commensal Oral Microbiota, Disease Severity, and Mortality in Fibrotic Lung Disease. Am J Respir Crit Care Med 2024; 209:1101-1110. [PMID: 38051927 PMCID: PMC11092942 DOI: 10.1164/rccm.202308-1357oc] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 12/05/2023] [Indexed: 12/07/2023] Open
Abstract
Rationale: Oral microbiota associate with diseases of the mouth and serve as a source of lung microbiota. However, the role of oral microbiota in lung disease is unknown. Objectives: To determine associations between oral microbiota and disease severity and death in idiopathic pulmonary fibrosis (IPF). Methods: We analyzed 16S rRNA gene and shotgun metagenomic sequencing data of buccal swabs from 511 patients with IPF in the multicenter CleanUP-IPF (Study of Clinical Efficacy of Antimicrobial Therapy Strategy Using Pragmatic Design in IPF) trial. Buccal swabs were collected from usual care and antimicrobial cohorts. Microbiome data were correlated with measures of disease severity using principal component analysis and linear regression models. Associations between the buccal microbiome and mortality were determined using Cox additive models, Kaplan-Meier analysis, and Cox proportional hazards models. Measurements and Main Results: Greater buccal microbial diversity associated with lower FVC at baseline (mean difference, -3.60; 95% confidence interval [CI], -5.92 to -1.29% predicted FVC per 1-unit increment). The buccal proportion of Streptococcus correlated positively with FVC (mean difference, 0.80; 95% CI, 0.16 to 1.43% predicted per 10% increase) (n = 490). Greater microbial diversity was associated with an increased risk of death (hazard ratio, 1.73; 95% CI, 1.03-2.90), whereas a greater proportion of Streptococcus was associated with a reduced risk of death (HR, 0.85; 95% CI, 0.73 to 0.99). The Streptococcus genus was mainly composed of Streptococcus mitis species. Conclusions: Increasing buccal microbial diversity predicts disease severity and death in IPF. The oral commensal S. mitis spp associates with preserved lung function and improved survival.
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Affiliation(s)
- David N. O’Dwyer
- Department of Medicine, University of Michigan Medical School, Ann Arbor, Michigan
| | - John S. Kim
- Department of Medicine, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Shwu-Fan Ma
- Department of Medicine, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Piyush Ranjan
- Department of Medicine, University of Michigan Medical School, Ann Arbor, Michigan
| | - Promi Das
- Department of Pediatrics, University of California San Diego, San Diego, California
| | - Jay H. Lipinski
- Department of Medicine, University of Michigan Medical School, Ann Arbor, Michigan
| | - Joseph D. Metcalf
- Department of Medicine, University of Michigan Medical School, Ann Arbor, Michigan
- Department of Microbiology and Immunology, University of Michigan, Ann Arbor, Michigan
| | - Nicole R. Falkowski
- Department of Medicine, University of Michigan Medical School, Ann Arbor, Michigan
- Department of Microbiology and Immunology, University of Michigan, Ann Arbor, Michigan
| | - Eric Yow
- Department of Biostatistics, Duke University, Durham, North Carolina
| | - Kevin Anstrom
- Department of Biostatistics, University of North Carolina–Chapel Hill Gillings School of Global Public Health, Chapel Hill, North Carolina
| | - Robert P. Dickson
- Department of Medicine, University of Michigan Medical School, Ann Arbor, Michigan
- Department of Microbiology and Immunology, University of Michigan, Ann Arbor, Michigan
- Weil Institute for Critical Care Research and Innovation, Ann Arbor, Michigan; and
| | - Yong Huang
- Department of Medicine, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Jack A. Gilbert
- Department of Pediatrics, University of California San Diego, San Diego, California
| | | | - Imre Noth
- Department of Medicine, University of Virginia School of Medicine, Charlottesville, Virginia
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40
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Fernandez-Sanchez J, Rodgers R, Maknojia AA, Shaikh N, Yan H, Mejia ME, Hendricks H, Jenq RR, Reddy P, Banerjee R, Schraw JM, Baldridge MT, King KY. Antibiotic-associated neutropenia is marked by depletion of intestinal Lachnospiraceae in pediatric patients. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.04.25.24306386. [PMID: 38712139 PMCID: PMC11071563 DOI: 10.1101/2024.04.25.24306386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
Hematologic side effects are associated with prolonged antibiotic exposure in up to 34% of patients. Neutropenia, reported in 10-15% of patients, increases the risk of sepsis and death. Murine studies have established a link between the intestinal microbiota and normal hematopoiesis. We sought to identify predisposing factors, presence of microbiota-derived metabolites, and changes in intestinal microbiota composition in otherwise healthy pediatric patients who developed neutropenia after prolonged courses of antibiotics. In this multi-center study, patients with infections requiring anticipated antibiotic treatment of two or more weeks were enrolled. Stool samples were obtained at the start and completion of antibiotics and at the time of neutropenia. We identified 10 patients who developed neutropenia on antibiotics and 29 controls matched for age, sex, race, and ethnicity. Clinical data demonstrated no association between neutropenia and type of infection or type of antibiotic used; however intensive care unit admission and length of therapy were associated with neutropenia. Reduced intestinal microbiome richness and decreased abundance of Lachnospiraceae family members correlated with neutropenia. Untargeted stool metabolomic profiling revealed several metabolites that were depleted exclusively in patients with neutropenia, including members of the urea cycle pathway, pyrimidine metabolism and fatty acid metabolism that are known to be produced by Lachnospiraceae . Our study confirms a relationship between intestinal microbiota disruption and abnormal hematopoiesis and identifies taxa and metabolites likely to contribute to microbiota-sustained hematopoiesis. As the microbiome is a key determinant of stem cell transplant and immunotherapy outcomes, these findings are likely to be of broad significance. Key Points Neutropenia occurred in 17% of patients receiving prolonged antibiotic therapy.We found no association between neutropenia and type of infection or class of antibiotic used. Development of neutropenia after prolonged antibiotic treatment was associated with decreased prevalence of Lachnospiraceae and Lachnospiraceae metabolites such as citrulline.
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41
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Fernandez Sanchez J, Maknojia AA, King KY. Blood and guts: how the intestinal microbiome shapes hematopoiesis and treatment of hematologic disease. Blood 2024; 143:1689-1701. [PMID: 38364184 PMCID: PMC11103099 DOI: 10.1182/blood.2023021174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 01/18/2024] [Accepted: 02/05/2024] [Indexed: 02/18/2024] Open
Abstract
ABSTRACT Over the past 10 years, there has been a marked increase in recognition of the interplay between the intestinal microbiome and the hematopoietic system. Despite their apparent distance in the body, a large literature now supports the relevance of the normal intestinal microbiota to steady-state blood production, affecting both hematopoietic stem and progenitor cells as well as differentiated immune cells. Microbial metabolites enter the circulation where they can trigger cytokine signaling that influences hematopoiesis. Furthermore, the state of the microbiome is now recognized to affect outcomes from hematopoietic stem cell transplant, immunotherapy, and cellular therapies for hematologic malignancies. Here we review the mechanisms by which microbiotas influence hematopoiesis in development and adulthood as well as the avenues by which microbiotas are thought to impact stem cell transplant engraftment, graft-versus-host disease, and efficacy of cell and immunotherapies. We highlight areas of future research that may lead to reduced adverse effects of antibiotic use and improved outcomes for patients with hematologic conditions.
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Affiliation(s)
- Josaura Fernandez Sanchez
- Division of Hematology-Oncology, Department of Pediatrics, Baylor College of Medicine and Texas Children’s Hospital, Houston, TX
| | - Arushana A. Maknojia
- Program in Immunology and Microbiology, Graduate School of Biomedical Sciences, Baylor College of Medicine, Houston, TX
| | - Katherine Y. King
- Program in Immunology and Microbiology, Graduate School of Biomedical Sciences, Baylor College of Medicine, Houston, TX
- Division of Infectious Diseases, Department of Pediatrics, and Center for Cell and Gene Therapy, Baylor College of Medicine and Texas Children’s Hospital, Houston, TX
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42
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Renga G, Nunzi E, Stincardini C, Pariano M, Puccetti M, Pieraccini G, Di Serio C, Fraziano M, Poerio N, Oikonomou V, Mosci P, Garaci E, Fianchi L, Pagano L, Romani L. CPX-351 exploits the gut microbiota to promote mucosal barrier function, colonization resistance, and immune homeostasis. Blood 2024; 143:1628-1645. [PMID: 38227935 DOI: 10.1182/blood.2023021380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 12/18/2023] [Accepted: 01/09/2024] [Indexed: 01/18/2024] Open
Abstract
ABSTRACT CPX-351, a liposomal combination of cytarabine plus daunorubicin, has been approved for the treatment of adults with newly diagnosed, therapy-related acute myeloid leukemia (AML) or AML with myelodysplasia-related changes, because it improves survival and outcome of patients who received hematopoietic stem cell transplant compared with the continuous infusion of cytarabine plus daunorubicin (referred to as "7 + 3" combination). Because gut dysbiosis occurring in patients with AML during induction chemotherapy heavily affects the subsequent phases of therapy, we have assessed whether the superior activity of CPX-351 vs "7 + 3" combination in the real-life setting implicates an action on and by the intestinal microbiota. To this purpose, we have evaluated the impact of CPX-351 and "7 + 3" combination on mucosal barrier function, gut microbial composition and function, and antifungal colonization resistance in preclinical models of intestinal damage in vitro and in vivo and fecal microbiota transplantation. We found that CPX-351, at variance with "7 + 3" combination, protected from gut dysbiosis, mucosal damage, and gut morbidity while increasing antifungal resistance. Mechanistically, the protective effect of CPX-351 occurred through pathways involving both the host and the intestinal microbiota, namely via the activation of the aryl hydrocarbon receptor-interleukin-22 (IL-22)-IL-10 host pathway and the production of immunomodulatory metabolites by anaerobes. This study reveals how the gut microbiota may contribute to the good safety profile, with a low infection-related mortality, of CPX-351 and highlights how a better understanding of the host-microbiota dialogue may contribute to pave the way for precision medicine in AML.
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Affiliation(s)
- Giorgia Renga
- Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Emilia Nunzi
- Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | | | - Marilena Pariano
- Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Matteo Puccetti
- Department of Pharmaceutical Science, University of Perugia, Perugia, Italy
| | | | - Claudia Di Serio
- Department of Health Sciences, University of Florence, Florence, Italy
| | - Maurizio Fraziano
- Department of Biology, University of Rome "Tor Vergata," Rome, Italy
| | - Noemi Poerio
- Department of Biology, University of Rome "Tor Vergata," Rome, Italy
| | | | - Paolo Mosci
- Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | | | - Luana Fianchi
- Division of Hematology, Policlinico Gemelli, Università Cattolica Sacro Cuore, Rome, Italy
| | - Livio Pagano
- Division of Hematology, Policlinico Gemelli, Università Cattolica Sacro Cuore, Rome, Italy
| | - Luigina Romani
- Department of Medicine and Surgery, University of Perugia, Perugia, Italy
- San Raffaele Sulmona, Sulmona, Italy
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43
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Buffet R. How lipid coating soothes the gut in AML therapy. Blood 2024; 143:1559-1561. [PMID: 38635249 DOI: 10.1182/blood.2024023908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/19/2024] Open
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44
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Markey KA. Lipocalin-2: a novel potential therapy for GVHD. Trends Immunol 2024; 45:231-233. [PMID: 38548552 DOI: 10.1016/j.it.2024.03.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Accepted: 03/13/2024] [Indexed: 04/14/2024]
Abstract
Czech et al. used mouse models of allogeneic hematopoietic stem cell transplantation (allo-HCT) to investigate the role of lipocalin-2 (LCN2) as a newfound regulator of intestinal graft-versus-host disease (GVHD). Administration of recombinant LCN2 protein after disease onset prevented GVHD progression, suggesting that it may play a role in reversing tissue damage that has already begun.
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Affiliation(s)
- Kate A Markey
- Fred Hutchinson Cancer Center, Seattle, WA, USA; Department of Medicine, University of Washington, Seattle, WA, USA.
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45
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Yu X, Li W, Li Z, Wu Q, Sun S. Influence of Microbiota on Tumor Immunotherapy. Int J Biol Sci 2024; 20:2264-2294. [PMID: 38617537 PMCID: PMC11008264 DOI: 10.7150/ijbs.91771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 03/26/2024] [Indexed: 04/16/2024] Open
Abstract
The role of the microbiome in immunotherapy has recently garnered substantial attention, with molecular studies and clinical trials providing emerging evidence on the pivotal influence of the microbiota in enhancing therapeutic outcomes via immune response modulation. However, the impact of microbial communities can considerably vary across individuals and different immunotherapeutic approaches, posing prominent challenges in harnessing their potential. In this comprehensive review, we outline the current research applications in tumor immunotherapy and delve into the possible mechanisms through which immune function is influenced by microbial communities in various body sites, encompassing those in the gut, extraintestinal barrier, and intratumoral environment. Furthermore, we discuss the effects of diverse microbiome-based strategies, including probiotics, prebiotics, fecal microbiota transplantation, and the targeted modulation of specific microbial taxa, and antibiotic treatments on cancer immunotherapy. All these strategies potentially have a profound impact on immunotherapy and pave the way for personalized therapeutic approaches and predictive biomarkers.
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Affiliation(s)
- Xin Yu
- Department of Breast and Thyroid Surgery, Renmin Hospital of Wuhan University, Wuhan, Hubei, P. R. China
| | - Wenge Li
- Department of Oncology, Shanghai Artemed Hospital, Shanghai, P. R. China
| | - Zhi Li
- Department of Orthopedics, Affiliated Provincial Hospital of Anhui Medical University, Hefei, Anhui, P. R. China
| | - Qi Wu
- Department of Breast and Thyroid Surgery, Renmin Hospital of Wuhan University, Wuhan, Hubei, P. R. China
- Tongji University Cancer Center, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, P. R. China
| | - Shengrong Sun
- Department of Breast and Thyroid Surgery, Renmin Hospital of Wuhan University, Wuhan, Hubei, P. R. China
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46
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Song X, Lao J, Wang L, Liu S. Research advances on short-chain fatty acids in gastrointestinal acute graft- versus-host disease. Ther Adv Hematol 2024; 15:20406207241237602. [PMID: 38558826 PMCID: PMC10979536 DOI: 10.1177/20406207241237602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 02/19/2024] [Indexed: 04/04/2024] Open
Abstract
Gastrointestinal acute graft-versus-host disease (GI-aGVHD) is a severe early complication following allogeneic hematopoietic stem cell transplantation (allo-HSCT). It has been shown that the intestinal microbiota plays a critical role in this process. As metabolites of the intestinal microbiota, short-chain fatty acids (SCFAs) are vital for maintaining the host-microbiota symbiotic equilibrium. This article provides an overview of the protective effect of SCFAs in the gastrointestinal tract, emphasizes their association with GI-aGVHD, and explores relevant research progress in prevention and treatment research.
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Affiliation(s)
- Xinping Song
- Shenzhen Children’s Hospital, China Medical University, Shenzhen, Guangdong 518026, China
| | - Jing Lao
- Shenzhen Children’s Hospital, China Medical University, Shenzhen, Guangdong 518026, China
| | - Lulu Wang
- Department of Hematology and Oncology, Shenzhen Children’s Hospital, 7019 Yitian Road, Futian District, Shenzhen, Guangdong 518026, China
| | - Sixi Liu
- Department of Hematology and Oncology, Shenzhen Children’s Hospital, 7019 Yitian Road, Futian District, Shenzhen, Guangdong 518026, China
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47
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Weber D, Meedt E, Poeck H, Thiele-Orberg E, Hiergeist A, Gessner A, Holler E. Fecal Microbiota Transfer in Acute Graft-versus-Host Disease following Allogeneic Stem Cell Transplantation. Visc Med 2024; 40:1-6. [PMID: 39047173 PMCID: PMC11218917 DOI: 10.1159/000538303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 03/08/2024] [Indexed: 07/27/2024] Open
Abstract
Background Acute graft-versus-host disease (GvHD) is a major and sometimes lethal complication following allogeneic stem cell transplantation (aSCT). In the last 10 years, a massive loss of microbiota diversity with suppression of commensal bacteria and their protective metabolites has been identified as a major risk factor of GvHD. Summary Since 2018, several studies have been published showing some efficacy of fecal microbiota transfer (FMT) in aSCT patients. FMT was used (1) to eliminate antibiotic resistant bacteria, (2) to restore microbiota diversity after hematopoietic recovery, or (3) in most cases to treat steroid-resistant GvHD. Overall response rates between 30 and 50% have been reported, but randomized trials are still pending. Newer approaches try to evaluate the role of prophylactic FMT in order to prevent GvHD and other complications. Although aSCT patients are heavily immunosuppressed, no major safety concerns regarding FMT have been reported so far. Key Message FMT is a promising approach for modulation of GvHD after aSCT and should be further explored in randomized trials.
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Affiliation(s)
- D. Weber
- Department of Internal Medicine III (Haematology/Oncology), University Hospital Regensburg, Regensburg, Germany
| | - Elisabeth Meedt
- Department of Internal Medicine III (Haematology/Oncology), University Hospital Regensburg, Regensburg, Germany
| | - Hendrik Poeck
- Department of Internal Medicine III (Haematology/Oncology), University Hospital Regensburg, Regensburg, Germany
| | - Eric Thiele-Orberg
- Department of Internal Medicine III (Haematology/Oncology), University Hospital Regensburg, Regensburg, Germany
- Department of Medicine III, Technical University of Munich (TUM), Klinikum r.d. Isar, Munich, Germany
| | - Andreas Hiergeist
- Department for Microbiology and Hygiene, University of Regensburg, Regensburg, Germany
| | - Andre Gessner
- Department for Microbiology and Hygiene, University of Regensburg, Regensburg, Germany
| | - Ernst Holler
- Department of Internal Medicine III (Haematology/Oncology), University Hospital Regensburg, Regensburg, Germany
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48
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Elkrief A, Waters NR, Smith N, Dai A, Slingerland J, Aleynick N, Febles B, Gogia P, Socci ND, Lumish M, Giardina PA, Chaft JE, Eng J, Motzer RJ, Mendelsohn RB, Markey KA, Zhuang M, Li Y, Yang Z, Hollmann TJ, Rudin CM, van den Brink MR, Shia J, DeWolf S, Schoenfeld AJ, Hellmann MD, Babady NE, Faleck DM, Peled JU. Immune-Related Colitis Is Associated with Fecal Microbial Dysbiosis and Can Be Mitigated by Fecal Microbiota Transplantation. Cancer Immunol Res 2024; 12:308-321. [PMID: 38108398 PMCID: PMC10932930 DOI: 10.1158/2326-6066.cir-23-0498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 09/08/2023] [Accepted: 12/15/2023] [Indexed: 12/19/2023]
Abstract
Colitis induced by treatment with immune-checkpoint inhibitors (ICI), termed irColitis, is a substantial cause of morbidity complicating cancer treatment. We hypothesized that abnormal fecal microbiome features would be present at the time of irColitis onset and that restoring the microbiome with fecal transplant from a healthy donor would mitigate disease severity. Herein, we present fecal microbiota profiles from 18 patients with irColitis from a single center, 5 of whom were treated with healthy-donor fecal microbial transplantation (FMT). Although fecal samples collected at onset of irColitis had comparable α-diversity to that of comparator groups with gastrointestinal symptoms, irColitis was characterized by fecal microbial dysbiosis. Abundances of Proteobacteria were associated with irColitis in multivariable analyses. Five patients with irColitis refractory to steroids and biologic anti-inflammatory agents received healthy-donor FMT, with initial clinical improvement in irColitis symptoms observed in four of five patients. Two subsequently exhibited recurrence of irColitis symptoms following courses of antibiotics. Both received a second "salvage" FMT that was, again, followed by clinical improvement of irColitis. In summary, we observed distinct microbial community changes that were present at the time of irColitis onset. FMT was followed by clinical improvements in several cases of steroid- and biologic-agent-refractory irColitis. Strategies to restore or prevent microbiome dysbiosis in the context of immunotherapy toxicities should be further explored in prospective clinical trials.
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Affiliation(s)
- Arielle Elkrief
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Nicholas R. Waters
- Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Natalie Smith
- Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Angel Dai
- Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY
| | - John Slingerland
- Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Nathan Aleynick
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Binita Febles
- Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Pooja Gogia
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Nicholas D. Socci
- Bioinformatics Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY
- Marie-Josée & Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Melissa Lumish
- Gastrointestinal Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Paul A. Giardina
- Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Jamie E. Chaft
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Cornell Medical College, New York, NY
| | - Juliana Eng
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Cornell Medical College, New York, NY
| | - Robert J. Motzer
- Genitourinary Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Cornell Medical College, New York, NY
| | - Robin B. Mendelsohn
- Gastrointestinal Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Cornell Medical College, New York, NY
| | - Kate A. Markey
- Fred Hutchinson Cancer Center, Seattle, Washington; Division of Medical Oncology, University of Washington, Seattle, Washington
| | - Mingqiang Zhuang
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Yanyun Li
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Zhifan Yang
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Travis J. Hollmann
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Bristol Myers Squibb, Princeton, NJ, USA
| | - Charles M. Rudin
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Cornell Medical College, New York, NY
| | - Marcel R.M. van den Brink
- Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Cornell Medical College, New York, NY
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Jinru Shia
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Susan DeWolf
- Leukemia Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Adam J. Schoenfeld
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Cornell Medical College, New York, NY
| | - Matthew D. Hellmann
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Cornell Medical College, New York, NY
| | - N. Esther Babady
- Clinical Microbiology Service, Department of Pathology and Laboratory Medicine and the Infectious Disease Service, Department of Medicine Memorial Sloan Kettering Cancer Center, New York, NY
| | - David M. Faleck
- Gastroenterology, Hepatology & Nutrition Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Cornell Medical College, New York, NY
| | - Jonathan U. Peled
- Weill Cornell Medical College, New York, NY
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
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49
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Gunjur A, Shao Y, Rozday T, Klein O, Mu A, Haak BW, Markman B, Kee D, Carlino MS, Underhill C, Frentzas S, Michael M, Gao B, Palmer J, Cebon J, Behren A, Adams DJ, Lawley TD. A gut microbial signature for combination immune checkpoint blockade across cancer types. Nat Med 2024; 30:797-809. [PMID: 38429524 PMCID: PMC10957475 DOI: 10.1038/s41591-024-02823-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 01/12/2024] [Indexed: 03/03/2024]
Abstract
Immune checkpoint blockade (ICB) targeting programmed cell death protein 1 (PD-1) and cytotoxic T lymphocyte protein 4 (CTLA-4) can induce remarkable, yet unpredictable, responses across a variety of cancers. Studies suggest that there is a relationship between a cancer patient's gut microbiota composition and clinical response to ICB; however, defining microbiome-based biomarkers that generalize across cohorts has been challenging. This may relate to previous efforts quantifying microbiota to species (or higher taxonomic rank) abundances, whereas microbial functions are often strain specific. Here, we performed deep shotgun metagenomic sequencing of baseline fecal samples from a unique, richly annotated phase 2 trial cohort of patients with diverse rare cancers treated with combination ICB (n = 106 discovery cohort). We demonstrate that strain-resolved microbial abundances improve machine learning predictions of ICB response and 12-month progression-free survival relative to models built using species-rank quantifications or comprehensive pretreatment clinical factors. Through a meta-analysis of gut metagenomes from a further six comparable studies (n = 364 validation cohort), we found cross-cancer (and cross-country) validity of strain-response signatures, but only when the training and test cohorts used concordant ICB regimens (anti-PD-1 monotherapy or combination anti-PD-1 plus anti-CTLA-4). This suggests that future development of gut microbiome diagnostics or therapeutics should be tailored according to ICB treatment regimen rather than according to cancer type.
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Affiliation(s)
- Ashray Gunjur
- Host-Microbiota Interactions Laboratory, Wellcome Sanger Institute, Hinxton, UK.
- Experimental Cancer Genetics, Wellcome Sanger Institute, Hinxton, UK.
| | - Yan Shao
- Host-Microbiota Interactions Laboratory, Wellcome Sanger Institute, Hinxton, UK
| | - Timothy Rozday
- Host-Microbiota Interactions Laboratory, Wellcome Sanger Institute, Hinxton, UK
| | - Oliver Klein
- Olivia Newton-John Cancer Research Institute, La Trobe University School of Cancer Medicine, Melbourne, Victoria, Australia
- Department of Medical Oncology, Austin Health, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Andre Mu
- Host-Microbiota Interactions Laboratory, Wellcome Sanger Institute, Hinxton, UK
- European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
| | - Bastiaan W Haak
- Host-Microbiota Interactions Laboratory, Wellcome Sanger Institute, Hinxton, UK
- Center for Experimental and Molecular Medicine, Amsterdam UMC, Amsterdam, Netherlands
| | - Ben Markman
- Department of Medical Oncology, Monash Health, Melbourne, Victoria, Australia
- Department of Medical Oncology, Alfred Health, Melbourne, Victoria, Australia
- School of Clinical Sciences, Monash University, Melbourne, Victoria, Australia
| | - Damien Kee
- Department of Medical Oncology, Austin Health, Melbourne, Victoria, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Rare Cancer Laboratory, Walter and Eliza Hall Institute of Medical Research, Melbourne, Victoria, Australia
| | - Matteo S Carlino
- Department of Medical Oncology, Blacktown and Westmead Hospitals, Sydney, New South Wales, Australia
- Melanoma Institute of Australia, University of Sydney, Sydney, New South Wales, Australia
| | - Craig Underhill
- Border Medical Oncology and Haematology Research Unit, Albury-Wodonga Regional Cancer Centre, Albury-Wodonga, New South Wales, Australia
- Rural Medical School, University of New South Wales, Albury, New South Wales, Australia
| | - Sophia Frentzas
- Department of Medical Oncology, Monash Health, Melbourne, Victoria, Australia
| | - Michael Michael
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia
| | - Bo Gao
- Department of Medical Oncology, Blacktown and Westmead Hospitals, Sydney, New South Wales, Australia
| | - Jodie Palmer
- Olivia Newton-John Cancer Research Institute, La Trobe University School of Cancer Medicine, Melbourne, Victoria, Australia
| | - Jonathan Cebon
- Olivia Newton-John Cancer Research Institute, La Trobe University School of Cancer Medicine, Melbourne, Victoria, Australia
- Department of Medical Oncology, Austin Health, Melbourne, Victoria, Australia
| | - Andreas Behren
- Olivia Newton-John Cancer Research Institute, La Trobe University School of Cancer Medicine, Melbourne, Victoria, Australia
| | - David J Adams
- Experimental Cancer Genetics, Wellcome Sanger Institute, Hinxton, UK
| | - Trevor D Lawley
- Host-Microbiota Interactions Laboratory, Wellcome Sanger Institute, Hinxton, UK.
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50
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Lindner S, Miltiadous O, Ramos RJF, Paredes J, Kousa AI, Dai A, Fei T, Lauder E, Frame J, Waters NR, Sadeghi K, Armijo GK, Ghale R, Victor K, Gipson B, Monette S, Russo MV, Nguyen CL, Slingerland J, Taur Y, Markey KA, Andrlova H, Giralt S, Perales MA, Reddy P, Peled JU, Smith M, Cross JR, Burgos da Silva M, Campbell C, van den Brink MRM. Altered microbial bile acid metabolism exacerbates T cell-driven inflammation during graft-versus-host disease. Nat Microbiol 2024; 9:614-630. [PMID: 38429422 PMCID: PMC11196888 DOI: 10.1038/s41564-024-01617-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Accepted: 01/22/2024] [Indexed: 03/03/2024]
Abstract
Microbial transformation of bile acids affects intestinal immune homoeostasis but its impact on inflammatory pathologies remains largely unknown. Using a mouse model of graft-versus-host disease (GVHD), we found that T cell-driven inflammation decreased the abundance of microbiome-encoded bile salt hydrolase (BSH) genes and reduced the levels of unconjugated and microbe-derived bile acids. Several microbe-derived bile acids attenuated farnesoid X receptor (FXR) activation, suggesting that loss of these metabolites during inflammation may increase FXR activity and exacerbate the course of disease. Indeed, mortality increased with pharmacological activation of FXR and decreased with its genetic ablation in donor T cells during mouse GVHD. Furthermore, patients with GVHD after allogeneic hematopoietic cell transplantation showed similar loss of BSH and the associated reduction in unconjugated and microbe-derived bile acids. In addition, the FXR antagonist ursodeoxycholic acid reduced the proliferation of human T cells and was associated with a lower risk of GVHD-related mortality in patients. We propose that dysbiosis and loss of microbe-derived bile acids during inflammation may be an important mechanism to amplify T cell-mediated diseases.
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Affiliation(s)
- Sarah Lindner
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Oriana Miltiadous
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ruben J F Ramos
- Donald B. and Catherine C. Marron Cancer Metabolism Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jenny Paredes
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Anastasia I Kousa
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Anqi Dai
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Teng Fei
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Emma Lauder
- Transplantation and Cell Therapy Program, University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA
| | - John Frame
- Infectious Disease Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nicholas R Waters
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Keimya Sadeghi
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Gabriel K Armijo
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Romina Ghale
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kristen Victor
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Brianna Gipson
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sebastien Monette
- Center of Comparative Medicine and Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Marco Vincenzo Russo
- Gene Editing and Screening Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Chi L Nguyen
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - John Slingerland
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ying Taur
- Infectious Disease Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kate A Markey
- Division of Medical Oncology, University of Washington, Seattle, WA, USA
- Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Hana Andrlova
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sergio Giralt
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Miguel-Angel Perales
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Pavan Reddy
- Transplantation and Cell Therapy Program, University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA
| | - Jonathan U Peled
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Melody Smith
- Division of Blood and Marrow Transplantation and Cellular Therapy, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Justin R Cross
- Donald B. and Catherine C. Marron Cancer Metabolism Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Marina Burgos da Silva
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Clarissa Campbell
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
| | - Marcel R M van den Brink
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA.
- Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Los Angeles, CA, USA.
- Hematologic Malignancies Research Institute, City of Hope National Medical Center, Los Angeles, CA, USA.
- Comprehensive Cancer Center, City of Hope, Los Angeles, CA, USA.
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