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Liang X, Guo X, Jin H, Shen L, Ding L, Guan X, Kou Y, Wu Y, Guo H. Changes in the intestinal microbiota of multiple myeloma patients living in high‑altitude and cold regions analyzed using 16s rRNA high‑throughput sequencing. Exp Ther Med 2024; 27:269. [PMID: 38756900 PMCID: PMC11097272 DOI: 10.3892/etm.2024.12557] [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: 11/30/2023] [Accepted: 04/05/2024] [Indexed: 05/18/2024] Open
Abstract
Multiple myeloma (MM) is a plasma cell clonal disease and these plasma cells can survive in the gut. The intestinal microbiota is a complex ecosystem and its dysfunction can release persistent stimulus signals that trigger genetic mutations and clonal evolution in the gut. The present study analyzed the intestinal microbiota in fecal samples of MM patients in high-altitude and cold regions of China using 16s rRNA sequencing and analyzed significantly enriched species at the phylum and genus levels. Although no significant difference in the alpha diversity was observed between the MM and control groups, a significant difference was noted in the beta diversity. A total of 15 significant differential bacteria at the genus level were found between the two groups, among which Bacteroides, Streptococcus, Lactobacillus and Alistipes were significantly enriched in the MM group. The present study also constructed a disease diagnosis model using Random Forest analysis and verified its accuracy using receiver operating characteristic analysis. In addition, using correlation analysis, it demonstrated that the composition of the intestinal microbiota in patients with MM was associated with complement levels. Notably, the present study predicted that the signaling and metabolic pathways of the intestinal microbiota affected MM progression through Kyoto Encyclopedia of Genes and Genomes functional analysis. The present study provides a new approach for the prevention and treatment of MM, in which the intestinal microbiota may become a novel therapeutic target for MM.
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Affiliation(s)
- Xiaofei Liang
- Department of Laboratory Medicine, The First Hospital of Qiqihar, Qiqihar, Heilongjiang 161000, P.R. China
| | - Xuyang Guo
- Department of Laboratory Medicine, The First Hospital of Qiqihar, Qiqihar, Heilongjiang 161000, P.R. China
| | - Huixin Jin
- Department of Laboratory Medicine, The First Hospital of Qiqihar, Qiqihar, Heilongjiang 161000, P.R. China
| | - Lijuan Shen
- Department of Laboratory Medicine, Qiqihar MingZhu Hospital, Qiqihar, Heilongjiang 161000, P.R. China
| | - Ling Ding
- Department of Laboratory Medicine, The First Hospital of Qiqihar, Qiqihar, Heilongjiang 161000, P.R. China
| | - Xin Guan
- Department of Laboratory Medicine, The First Hospital of Qiqihar, Qiqihar, Heilongjiang 161000, P.R. China
| | - Yujie Kou
- Department of Laboratory Medicine, The First Hospital of Qiqihar, Qiqihar, Heilongjiang 161000, P.R. China
| | - Yi Wu
- Department of Laboratory Medicine, The First Hospital of Qiqihar, Qiqihar, Heilongjiang 161000, P.R. China
| | - Haipeng Guo
- Department of Laboratory Medicine, The First Hospital of Qiqihar, Qiqihar, Heilongjiang 161000, P.R. China
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2
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Hussein N, Rajasuriar R, Khan AM, Lim YAL, Gan GG. The Role of the Gut Microbiome in Hematological Cancers. Mol Cancer Res 2024; 22:7-20. [PMID: 37906201 DOI: 10.1158/1541-7786.mcr-23-0080] [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: 02/09/2023] [Revised: 06/23/2023] [Accepted: 10/27/2023] [Indexed: 11/02/2023]
Abstract
Humans are in a complex symbiotic relationship with a wide range of microbial organisms, including bacteria, viruses, and fungi. The evolution and composition of the human microbiome can be an indicator of how it may affect human health and susceptibility to diseases. Microbiome alteration, termed as dysbiosis, has been linked to the pathogenesis and progression of hematological cancers. A variety of mechanisms, including epithelial barrier disruption, local chronic inflammation response trigger, antigen dis-sequestration, and molecular mimicry, have been proposed to be associated with gut microbiota. Dysbiosis may be induced or worsened by cancer therapies (such as chemotherapy and/or hematopoietic stem cell transplantation) or infection. The use of antibiotics during treatment may also promote dysbiosis, with possible long-term consequences. The aim of this review is to provide a succinct summary of the current knowledge describing the role of the microbiome in hematological cancers, as well as its influence on their therapies. Modulation of the gut microbiome, involving modifying the composition of the beneficial microorganisms in the management and treatment of hematological cancers is also discussed. Additionally discussed are the latest developments in modeling approaches and tools used for computational analyses, interpretation and better understanding of the gut microbiome data.
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Affiliation(s)
- Najihah Hussein
- Department of Medicine, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Reena Rajasuriar
- Department of Medicine, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Asif M Khan
- School of Data Sciences, Perdana University, Kuala Lumpur, Malaysia
- Beykoz Institute of Life Sciences and Biotechnology, Bezmialem Vakif University, Istanbul, Turkiye
- College of Computing and Information Technology, University of Doha for Science and Technology, Doha, Qatar
| | - Yvonne Ai-Lian Lim
- Department of Parasitology, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Gin Gin Gan
- Department of Medicine, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
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3
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Wong SP, Er YX, Tan SM, Lee SC, Rajasuriar R, Lim YAL. Oral and Gut Microbiota Dysbiosis is Associated with Mucositis Severity in Autologous Hematopoietic Stem Cell Transplantation: Evidence from an Asian Population. Transplant Cell Ther 2023; 29:633.e1-633.e13. [PMID: 37422196 DOI: 10.1016/j.jtct.2023.06.016] [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: 04/16/2023] [Revised: 06/17/2023] [Accepted: 06/26/2023] [Indexed: 07/10/2023]
Abstract
Mucositis is a debilitating complication of hematopoietic stem cell transplantation (HSCT). It is unclear how changes in the composition of microbiota, which are modulated by geographical location and ethnicity, may influence immune regulation leading to the development of mucositis, and the study of both oral and gut microbiota in a single population of autologous HSCT in the Asian region is lacking. The present study aimed to characterize the oral and gut microbiota changes, and the impact on both oral and lower gastrointestinal (GI) mucositis, with associated temporal changes in a population of adult recipients of autologous HSCT. Autologous HSCT recipients age ≥18 years were recruited from Hospital Ampang, Malaysia, between April 2019 and December 2020. Mucositis assessments were conducted daily, and blood, saliva, and fecal samples were collected prior to conditioning, on day 0, and at 7 days and 6 months post-transplantation. Longitudinal differences in alpha diversity and beta diversity were determined using the Wilcoxon signed-rank test and permutational multivariate analysis of variance, respectively. Changes in relative abundances of bacteria across time points were assessed using the microbiome multivariate analysis by linear models function. The combined longitudinal effects of clinical, inflammatory, and microbiota variables on mucositis severity were measured using the generalized estimating equation. Among the 96 patients analyzed, oral mucositis and diarrhea (representing lower GI mucositis) occurred in 58.3% and 95.8%, respectively. Alpha and beta diversities were significantly different between sample types (P < .001) and across time points, with alpha diversity reaching statistical significance at day 0 in fecal samples (P < .001) and at day +7 in saliva samples (P < .001). Diversities normalized to baseline by 6 months post-transplantation. Significant microbiota, clinical, and immunologic factors were associated with increasing mucositis grades. Increasing relative abundances of saliva Paludibacter, Leuconostoc, and Proteus were associated with higher oral mucositis grades, whereas increasing relative abundances of fecal Rothia and Parabacteroides were associated with higher GI mucositis grades. Meanwhile, increasing relative abundances of saliva Lactococcus and Acidaminococcus and fecal Bifidobacterium were associated with protective effects against worsening oral and GI mucositis grades, respectively. This study provides real-world evidence and insights into the dysbiosis of the microbiota in patients exposed to conditioning regimen during HSCT. Independent of clinical and immunologic factors, we demonstrated significant associations between relative bacteria abundances with the increasing severity of oral and lower GI mucositis. Our findings offer a potential rationale to consider the inclusion of preventive and restorative measures targeting oral and lower GI dysbiosis as interventional strategies to ameliorate mucositis outcome in HSCT recipients.
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Affiliation(s)
- Shu Ping Wong
- Department of Pharmacy, Ampang Hospital, Ministry of Health, Ampang, Selangor Darul Ehsan, Malaysia
| | - Yi Xian Er
- Department of Parasitology, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Sen Mui Tan
- Department of Haematology, Ampang Hospital, Ministry of Health, Ampang, Selangor Darul Ehsan, Malaysia
| | - Soo Ching Lee
- Department of Parasitology, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Reena Rajasuriar
- Department of Medicine, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Yvonne Ai Lian Lim
- Department of Parasitology, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia.
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4
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Bohn B, Chalupova M, Staley C, Holtan S, Maakaron J, Bachanova V, El Jurdi N. Temporal variation in oral microbiome composition of patients undergoing autologous hematopoietic cell transplantation with keratinocyte growth factor. BMC Microbiol 2023; 23:258. [PMID: 37704974 PMCID: PMC10500729 DOI: 10.1186/s12866-023-03000-x] [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: 02/02/2023] [Accepted: 08/29/2023] [Indexed: 09/15/2023] Open
Abstract
INTRODUCTION Autologous hematopoietic cell transplantation (AHCT) is a well-established treatment for lymphoma. Unintended effects of this therapy include oral mucositis (OM) and gastrointestinal toxicities, resulting in poor clinical outcomes. The gut microbiome has been previously linked to transplant toxicities among allogeneic recipients, but little is known about the effects of AHCT on the oral microbiome. METHODS Seven patients with non-Hodgkin or Hodgkin lymphoma undergoing AHCT with palifermin (keratinocyte growth factor) were included. Buccal swab samples were collected at baseline and 14- and 28-days post-treatment. Oral microbial communities were characterized with 16 S rRNA amplicon sequencing. Temporal trends in community composition, alpha diversity, and beta diversity were investigated. RESULTS A significant reduction in the relative abundance of the genera Gemella and Actinomyces were observed from baseline. No significant temporal differences in alpha diversity were observed. Significant changes in beta diversity were recorded. CONCLUSION Results of this pilot study suggest treatment with AHCT and palifermin affects the oral microbiome, resulting in temporal shifts in oral microbial community composition. Future studies are warranted to confirm these trends and further investigate the effects of AHCT on the oral microbiome and how these shifts may affect health outcomes.
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Affiliation(s)
- Bruno Bohn
- Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, 1300 S 2nd St, Minneapolis, MN, 55455, USA.
| | - Miroslava Chalupova
- Department of Stomatology, Faculty of Medicine and University Hospital in Pilsen, Charles University, Plzen, Czech Republic
| | - Christopher Staley
- Department of Surgery, Medical School, University of Minnesota, Minneapolis, MN, USA
| | - Shernan Holtan
- Division of Hematology, Oncology, and Transplantation, Department of Medicine, University of Minnesota, 420 Delaware Street SE, Minneapolis, MN, 55455, USA
| | - Joseph Maakaron
- Division of Hematology, Oncology, and Transplantation, Department of Medicine, University of Minnesota, 420 Delaware Street SE, Minneapolis, MN, 55455, USA
| | - Veronika Bachanova
- Division of Hematology, Oncology, and Transplantation, Department of Medicine, University of Minnesota, 420 Delaware Street SE, Minneapolis, MN, 55455, USA
| | - Najla El Jurdi
- Division of Hematology, Oncology, and Transplantation, Department of Medicine, University of Minnesota, 420 Delaware Street SE, Minneapolis, MN, 55455, USA.
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5
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Cobb J, Soliman SSM, Retuerto M, Quijano JC, Orr C, Ghannoum M, Kandeel F, Husseiny MI. Changes in the gut microbiota of NOD mice in response to an oral Salmonella-based vaccine against type 1 diabetes. PLoS One 2023; 18:e0285905. [PMID: 37224176 DOI: 10.1371/journal.pone.0285905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 05/03/2023] [Indexed: 05/26/2023] Open
Abstract
We developed an oral Salmonella-based vaccine that prevents and reverses diabetes in non-obese diabetic (NOD) mice. Related to this, the gastrointestinal tract harbors a complex dynamic population of microorganisms, the gut microbiome, that influences host homeostasis and metabolism. Changes in the gut microbiome are associated with insulin dysfunction and type 1 diabetes (T1D). Oral administration of diabetic autoantigens as a vaccine can restore immune balance. However, it was not known if a Salmonella-based vaccine would impact the gut microbiome. We administered a Salmonella-based vaccine to prediabetic NOD mice. Changes in the gut microbiota and associated metabolome were assessed using next-generation sequencing and gas chromatography-mass spectrometry (GC-MS). The Salmonella-based vaccine did not cause significant changes in the gut microbiota composition immediately after vaccination although at 30 days post-vaccination changes were seen. Additionally, no changes were noted in the fecal mycobiome between vaccine- and control/vehicle-treated mice. Significant changes in metabolic pathways related to inflammation and proliferation were found after vaccine administration. The results from this study suggest that an oral Salmonella-based vaccine alters the gut microbiome and metabolome towards a more tolerant composition. These results support the use of orally administered Salmonella-based vaccines that induced tolerance after administration.
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Affiliation(s)
- Jacob Cobb
- Department of Translational Research & Cellular Therapeutics, Arthur Riggs Diabetes & Metabolism Research Institute, Beckman Research Institute, City of Hope National Medical Center, Duarte, California, United States of America
| | - Sameh S M Soliman
- Research Institute for Medical and Health Sciences, University of Sharjah, Sharjah, United Arab Emirates
- Department of Medicinal Chemistry, College of Pharmacy, University of Sharjah, Sharjah, United Arab Emirates
| | - Mauricio Retuerto
- Center for Medical Mycology, Department of Dermatology, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, Ohio, United States of America
| | - Janine C Quijano
- Department of Translational Research & Cellular Therapeutics, Arthur Riggs Diabetes & Metabolism Research Institute, Beckman Research Institute, City of Hope National Medical Center, Duarte, California, United States of America
| | - Chris Orr
- Department of Translational Research & Cellular Therapeutics, Arthur Riggs Diabetes & Metabolism Research Institute, Beckman Research Institute, City of Hope National Medical Center, Duarte, California, United States of America
| | - Mahmoud Ghannoum
- Center for Medical Mycology, Department of Dermatology, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, Ohio, United States of America
| | - Fouad Kandeel
- Department of Translational Research & Cellular Therapeutics, Arthur Riggs Diabetes & Metabolism Research Institute, Beckman Research Institute, City of Hope National Medical Center, Duarte, California, United States of America
| | - Mohamed I Husseiny
- Department of Translational Research & Cellular Therapeutics, Arthur Riggs Diabetes & Metabolism Research Institute, Beckman Research Institute, City of Hope National Medical Center, Duarte, California, United States of America
- Faculty of Pharmacy, Zagazig University, Zagazig, Egypt
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6
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Shah UA, Parikh R, Castro F, Bellone M, Lesokhin AM. Dietary and microbiome evidence in multiple myeloma and other plasma cell disorders. Leukemia 2023; 37:964-980. [PMID: 36997677 PMCID: PMC10443185 DOI: 10.1038/s41375-023-01874-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Revised: 02/23/2023] [Accepted: 03/09/2023] [Indexed: 05/11/2023]
Abstract
Multiple Myeloma (MM) remains an incurable plasma cell neoplasm. Although little is known about the etiology of MM, several metabolic risk factors such as obesity, diabetes mellitus, diet, and the human intestinal microbiome have been linked to the pathogenesis of MM. In this article, we provide a detailed review of dietary and microbiome factors involved in the pathogenesis of MM and their impact on outcomes. Concurrent with treatment advancements that have improved survival in MM, focused efforts are needed to reduce the burden of MM as well as improve MM specific and overall outcomes once MM is diagnosed. The findings presented in this review will provide a comprehensive guide on the evidence available to date of the impact of dietary and other lifestyle interventions on the gut microbiome and on MM incidence, outcomes, and quality of life. Data generated from such studies can help formulate evidence-based guidelines for healthcare providers to counsel individuals at risk such as those with Monoclonal Gammopathy of Undetermined Significance (MGUS) and Smoldering Multiple Myeloma (SMM) as well as MM survivors with respect to their dietary habits.
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Affiliation(s)
- Urvi A Shah
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA.
| | - Richa Parikh
- Department of Hematology/Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, MI, USA
| | - Francesca Castro
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Matteo Bellone
- Division of Immunology, Transplantation, and Infectious Diseases, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Alexander M Lesokhin
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA
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7
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Yang Q, Wei Y, Zhu Y, Guo J, Zhang J, He Y, Li X, Liu J, Zhou W. The Interaction between Gut Microbiota and Host Amino Acids Metabolism in Multiple Myeloma. Cancers (Basel) 2023; 15:cancers15071942. [PMID: 37046603 PMCID: PMC10093363 DOI: 10.3390/cancers15071942] [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: 02/27/2023] [Revised: 03/18/2023] [Accepted: 03/20/2023] [Indexed: 04/14/2023] Open
Abstract
Although novel therapies have dramatically improved outcomes for multiple myeloma (MM) patients, relapse is inevitable and overall outcomes are heterogeneous. The gut microbiota is becoming increasingly recognized for its influence on host metabolism. To date, evidence has suggested that the gut microbiota contributes to MM, not only via the progressive activities of specific bacteria but also through the influence of the microbiota on host metabolism. Importantly, the abnormal amino acid metabolism, as well as the altered microbiome in MM, is becoming increasingly apparent, as is the influence on MM progression and the therapeutic response. Moreover, the gut-microbiota-host-amino-acid metabolism interaction in the progression of MM has been highlighted. Modulation of the gut microbiota (such as fecal microbiota transplantation, FMT) can be modified, representing a new angle in MM treatment that can improve outcomes. In this review, the relationship between gut microbiota, metabolism, and MM, together with strategies to modulate the microbiota, will be discussed, and some unanswered questions for ongoing and future research will be presented.
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Affiliation(s)
- Qin Yang
- Haihe Laboratory of Cell Ecosystem, State Key Laboratory of Experimental Hematology, National Clinical Research Center for Geriatric Disorders, Department of Hematology, Xiangya Hospital, Central South University, Changsha 410008, China
| | - Yumou Wei
- Key Laboratory for Carcinogenesis and Invasion, Chinese Ministry of Education, Key Laboratory of Carcinogenesis, Chinese Ministry of Health, Cancer Research Institute, School of Basic Medical Sciences, Central South University, Changsha 410008, China
| | - Yinghong Zhu
- Haihe Laboratory of Cell Ecosystem, State Key Laboratory of Experimental Hematology, National Clinical Research Center for Geriatric Disorders, Department of Hematology, Xiangya Hospital, Central South University, Changsha 410008, China
- Key Laboratory for Carcinogenesis and Invasion, Chinese Ministry of Education, Key Laboratory of Carcinogenesis, Chinese Ministry of Health, Cancer Research Institute, School of Basic Medical Sciences, Central South University, Changsha 410008, China
| | - Jiaojiao Guo
- Haihe Laboratory of Cell Ecosystem, State Key Laboratory of Experimental Hematology, National Clinical Research Center for Geriatric Disorders, Department of Hematology, Xiangya Hospital, Central South University, Changsha 410008, China
- Key Laboratory for Carcinogenesis and Invasion, Chinese Ministry of Education, Key Laboratory of Carcinogenesis, Chinese Ministry of Health, Cancer Research Institute, School of Basic Medical Sciences, Central South University, Changsha 410008, China
| | - Jingyu Zhang
- Haihe Laboratory of Cell Ecosystem, State Key Laboratory of Experimental Hematology, National Clinical Research Center for Geriatric Disorders, Department of Hematology, Xiangya Hospital, Central South University, Changsha 410008, China
- Key Laboratory for Carcinogenesis and Invasion, Chinese Ministry of Education, Key Laboratory of Carcinogenesis, Chinese Ministry of Health, Cancer Research Institute, School of Basic Medical Sciences, Central South University, Changsha 410008, China
| | - Yanjuan He
- Haihe Laboratory of Cell Ecosystem, State Key Laboratory of Experimental Hematology, National Clinical Research Center for Geriatric Disorders, Department of Hematology, Xiangya Hospital, Central South University, Changsha 410008, China
| | - Xin Li
- Department of Hematology, The Third Xiangya Hospital, Central South University, Changsha 410013, China
| | - Jing Liu
- Department of Hematology, The Third Xiangya Hospital, Central South University, Changsha 410013, China
| | - Wen Zhou
- Haihe Laboratory of Cell Ecosystem, State Key Laboratory of Experimental Hematology, National Clinical Research Center for Geriatric Disorders, Department of Hematology, Xiangya Hospital, Central South University, Changsha 410008, China
- Key Laboratory for Carcinogenesis and Invasion, Chinese Ministry of Education, Key Laboratory of Carcinogenesis, Chinese Ministry of Health, Cancer Research Institute, School of Basic Medical Sciences, Central South University, Changsha 410008, China
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8
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Upadhyay Banskota S, Skupa SA, El-Gamal D, D’Angelo CR. Defining the Role of the Gut Microbiome in the Pathogenesis and Treatment of Lymphoid Malignancies. Int J Mol Sci 2023; 24:2309. [PMID: 36768631 PMCID: PMC9916782 DOI: 10.3390/ijms24032309] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 01/15/2023] [Accepted: 01/17/2023] [Indexed: 01/26/2023] Open
Abstract
The gut microbiome is increasingly being recognized as an important immunologic environment, with direct links to the host immune system. The scale of the gut microbiome's genomic repertoire extends the capacity of its host's genome by providing additional metabolic output, and the close communication between gut microbiota and mucosal immune cells provides a continued opportunity for immune education. The relationship between the gut microbiome and the host immune system has important implications for oncologic disease, including lymphoma, a malignancy derived from within the immune system itself. In this review, we explore past and recent discoveries describing the role that bacterial populations play in lymphomagenesis, diagnosis, and therapy. We highlight key relationships within the gut microbiome-immune-oncology axis that present exciting opportunities for directed interventions intended to shape the microbiome for therapeutic effect. We conclude with a limited summary of active clinical trials targeting the microbiome in hematologic malignancies, along with future directions on gut microbiome investigations within lymphoid malignancies.
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Affiliation(s)
- Shristi Upadhyay Banskota
- Division of Hematology and Oncology, University of Nebraska Medical Center, Omaha, NE 68198, USA
- Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Sydney A. Skupa
- Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Dalia El-Gamal
- Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE 68198, USA
- Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Christopher R. D’Angelo
- Division of Hematology and Oncology, University of Nebraska Medical Center, Omaha, NE 68198, USA
- Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE 68198, USA
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9
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Pianko MJ. Impact of diet and antibiotics on gut microbiota and outcomes in patients with multiple myeloma treated with autologous hematopoietic stem cell transplantation. Leuk Lymphoma 2023; 64:3-4. [PMID: 36398841 PMCID: PMC9905259 DOI: 10.1080/10428194.2022.2148219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Accepted: 10/27/2022] [Indexed: 11/19/2022]
Affiliation(s)
- Matthew J Pianko
- Rogel Cancer Center, Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan, Ann Arbor, MI, USA
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10
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D’Angelo C, Sudakaran S, Asimakopoulos F, Hematti P, El-Gamal D, Safdar N, Callander N. Perturbation of the gut microbiome and association with outcomes following autologous stem cell transplantation in patients with multiple myeloma. Leuk Lymphoma 2023; 64:87-97. [PMID: 36218226 PMCID: PMC9905274 DOI: 10.1080/10428194.2022.2131410] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 09/21/2022] [Accepted: 09/26/2022] [Indexed: 11/07/2022]
Abstract
The gut microbiome is an important feature of host immunity with associations to hematologic malignancies and cellular therapy. We evaluated the gut microbiome and dietary intake in patients with multiple myeloma undergoing autologous stem cell transplantation. Thirty patients were enrolled, and samples were collected at four timepoints: pre-transplant, engraftment, day +100 (D + 100), and 9-12 months post-transplant. Microbiome analysis demonstrated a loss of alpha diversity at the engraftment timepoint driven by decreases in Blautia, Ruminococcus, and Faecalibacterium genera and related to intravenous antibiotic exposure. Higher fiber intake was associated with increased relative abundance of Blautia at the pre-transplant timepoint. Lower alpha diversity at engraftment was associated with a partial response to therapy compared with complete response (CR) or very good partial response (VGPR) (CR/VGPR vs. PR, p < 0.05). We conclude that loss of bacterial diversity at engraftment may be associated with impaired response to stem cell transplantation in multiple myeloma.
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Affiliation(s)
- Christopher D’Angelo
- Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, USA
| | | | - Fotis Asimakopoulos
- Wisconsin Institute for Discovery, University of Wisconsin - Madison, Madison, WI, USA
| | - Peiman Hematti
- Department of Medicine, University of Wisconsin Carbone Cancer Center Madison, WI, USA
| | - Dalia El-Gamal
- Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, USA
| | - Nasia Safdar
- Department of Medicine, University of Wisconsin Carbone Cancer Center Madison, WI, USA
| | - Natalie Callander
- Department of Medicine, University of Wisconsin Carbone Cancer Center Madison, WI, USA
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11
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Zhang L, Xiang Y, Li Y, Zhang J. Gut microbiome in multiple myeloma: Mechanisms of progression and clinical applications. Front Immunol 2022; 13:1058272. [PMID: 36569873 PMCID: PMC9771691 DOI: 10.3389/fimmu.2022.1058272] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 11/15/2022] [Indexed: 12/13/2022] Open
Abstract
The gut commensal microbes modulate human immunity and metabolism through the production of a large number of metabolites, which act as signaling molecules and substrates of metabolic reactions in a diverse range of biological processes. There is a growing appreciation for the importance of immunometabolic mechanisms of the host-gut microbiota interactions in various malignant tumors. Emerging studies have suggested intestinal microbiota contributes to the progression of multiple myeloma. In this review, we summarized the current understanding of the gut microbiome in MM progression and treatment, and the influence of alterations in gut microbiota on treatment response and treatment-related toxicity and complications in MM patients undergoing hematopoietic stem cell transplantation (HSCT). Furthermore, we discussed the impact of gut microbiota-immune system interactions in tumor immunotherapy, focusing on tumor vaccine immunotherapy, which may be an effective approach to improve anti-myeloma efficacy.
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Affiliation(s)
- Liuyun Zhang
- Department of Laboratory Medicine and Sichuan Provincial Key Laboratory for Human Disease Gene Study, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China,School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Yunhui Xiang
- Department of Laboratory Medicine and Sichuan Provincial Key Laboratory for Human Disease Gene Study, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China,School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Yanying Li
- Department of Laboratory Medicine and Sichuan Provincial Key Laboratory for Human Disease Gene Study, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China,School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Juan Zhang
- Department of Laboratory Medicine and Sichuan Provincial Key Laboratory for Human Disease Gene Study, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China,*Correspondence: Juan Zhang,
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12
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Roberts E, Shirlow A, Cox A, Davies O. Multiple myeloma involving the gastrointestinal tract in an English Springer Spaniel. Vet Med Sci 2022; 8:2273-2276. [PMID: 36054812 PMCID: PMC9677411 DOI: 10.1002/vms3.927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
A 10‐year‐old, entire male, English Springer Spaniel was referred for evaluation of weight loss, polyuria, polydipsia and gastrointestinal tract signs including melena/haematochezia for the previous six months. Results of serum protein electrophoresis, urine analysis, computed tomography of the thorax/abdomen, bone marrow aspiration and core biopsy, and splenic and mesenteric lymph node cytology were consistent with multiple myeloma. Endoscopically obtained gastrointestinal tract biopsies identified marked plasma cell infiltration within the duodenum, ileum and colon; immunohistochemistry showed positive labelling to MUM1 and Lambda confirming clonal plasma cell involvement. The dog entered complete clinical remission seven weeks after starting a melphalan/prednisolone protocol. The dog was euthanised 475 days after starting treatment due to cervical pain and collapse. At the time of euthanasia, blood work was not supportive of a relapse of multiple myeloma. To the authors’ knowledge, this is the first report of multiple myeloma involving the gastrointestinal tract in a dog.
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Affiliation(s)
- Emma Roberts
- Highcroft Veterinary Referrals Bristol United Kingdom
| | - Alex Shirlow
- Highcroft Veterinary Referrals Bristol United Kingdom
| | | | - Owen Davies
- Highcroft Veterinary Referrals Bristol United Kingdom
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13
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Linares M, Hermouet S. Editorial: The Role of Microorganisms in Multiple Myeloma. Front Immunol 2022; 13:960829. [PMID: 35844583 PMCID: PMC9281403 DOI: 10.3389/fimmu.2022.960829] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Accepted: 06/13/2022] [Indexed: 11/13/2022] Open
Affiliation(s)
- Maria Linares
- Pharmacy School, Universidad Complutense de Madrid, Madrid, Spain
- Department of Translational Haematology, Hospital 12 de Octubre de Madrid, Madrid, Spain
- Laboratory of Haematological Tumours, Centro Nacional de Investigaciones Oncológicas (CNIO), Madrid, Spain
- *Correspondence: Maria Linares,
| | - Sylvie Hermouet
- Nantes Université, INSERM, Immunology and New Concepts in ImmunoTherapy, INCIT, UMR 1302, Nantes, France
- Laboratoire d’Hématologie, Centre Hospitalier Universitaire de Nantes (CHU Nantes), Nantes, France
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14
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Gamal A, Elshaer M, Alabdely M, Kadry A, McCormick TS, Ghannoum M. The Mycobiome: Cancer Pathogenesis, Diagnosis, and Therapy. Cancers (Basel) 2022; 14:2875. [PMID: 35740541 PMCID: PMC9221014 DOI: 10.3390/cancers14122875] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 06/06/2022] [Accepted: 06/08/2022] [Indexed: 02/01/2023] Open
Abstract
Cancer is among the leading causes of death globally. Despite advances in cancer research, a full understanding of the exact cause has not been established. Recent data have shown that the microbiome has an important relationship with cancer on various levels, including cancer pathogenesis, diagnosis and prognosis, and treatment. Since most studies have focused only on the role of bacteria in this process, in this article we review the role of fungi-another important group of the microbiome, the totality of which is referred to as the "mycobiome"-in the development of cancer and how it can impact responses to anticancer medications. Furthermore, we provide recent evidence that shows how the different microbial communities interact and affect each other at gastrointestinal and non-gastrointestinal sites, including the skin, thereby emphasizing the importance of investigating the microbiome beyond bacteria.
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Affiliation(s)
- Ahmed Gamal
- Department of Dermatology, Case Western Reserve University, Cleveland, OH 44106, USA; (A.G.); (M.E.); (A.K.); (T.S.M.)
| | - Mohammed Elshaer
- Department of Dermatology, Case Western Reserve University, Cleveland, OH 44106, USA; (A.G.); (M.E.); (A.K.); (T.S.M.)
- Department of Clinical Pathology, Faculty of Medicine, Mansoura University, Mansoura 35516, Egypt
| | - Mayyadah Alabdely
- Department of Internal Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH 44106, USA;
| | - Ahmed Kadry
- Department of Dermatology, Case Western Reserve University, Cleveland, OH 44106, USA; (A.G.); (M.E.); (A.K.); (T.S.M.)
- Department of Dermatology and Venereology, Al-Azhar University, Cairo 11651, Egypt
| | - Thomas S. McCormick
- Department of Dermatology, Case Western Reserve University, Cleveland, OH 44106, USA; (A.G.); (M.E.); (A.K.); (T.S.M.)
| | - Mahmoud Ghannoum
- Department of Dermatology, Case Western Reserve University, Cleveland, OH 44106, USA; (A.G.); (M.E.); (A.K.); (T.S.M.)
- Department of Dermatology, University Hospitals Cleveland Medical Center, Cleveland, OH 44106, USA
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15
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Pianko MJ, Golob JL. Host-microbe interactions and outcomes in multiple myeloma and hematopoietic stem cell transplantation. Cancer Metastasis Rev 2022; 41:367-382. [PMID: 35488106 DOI: 10.1007/s10555-022-10033-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Accepted: 04/16/2022] [Indexed: 12/12/2022]
Abstract
Microbiota are essential to normal immune development and there is growing recognition of its importance to human health and disease and deepening understanding of the complexity of host-microbe interactions in the human gut and other tissues. Commensal microbes not only can influence host immunity locally through impacts of bioactive microbial metabolites and direct interactions with epithelial cells and innate immune receptors but also can exert systemic immunomodulatory effects via impacts on host immune cells capable of trafficking beyond the gut. Emerging data suggest microbiota influence the development of multiple myeloma (MM), a malignancy of the immune system derived from immunoglobulin-producing bone marrow plasma cells, through the promotion of inflammation. Superior treatment outcomes for MM correlate with a higher abundance of commensal microbiota capable of influencing inflammatory responses through the production of butyrate. In patients with hematologic malignancies, higher levels of diversity of the gut microbiota correlate with superior outcomes after hematopoietic stem cell transplantation. Correlative data support the impact of commensal microbiota on survival, risk of infection, disease relapse, and graft-versus-host disease (GVHD) after transplant. In this review, we will discuss the current understanding of the role of host-microbe interactions and the inflammatory tumor microenvironment of multiple myeloma, discuss data describing the key role of microbiota in hematopoietic stem cell transplantation for treatment of hematologic malignancies, and highlight several possible concepts for interventions directed at the gut microbiota to influence treatment outcomes.
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Affiliation(s)
- Matthew J Pianko
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan, Ann Arbor, MI, USA.
| | - Jonathan L Golob
- Department of Internal Medicine, Division of Infectious Diseases, University of Michigan, Ann Arbor, MI, USA.,Department of Microbiology & Immunology, Division of Infectious Diseases, University of Michigan, Ann Arbor, MI, USA
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16
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Brevi A, Cogrossi LL, Lorenzoni M, Mattorre B, Bellone M. The Insider: Impact of the Gut Microbiota on Cancer Immunity and Response to Therapies in Multiple Myeloma. Front Immunol 2022; 13:845422. [PMID: 35371048 PMCID: PMC8968065 DOI: 10.3389/fimmu.2022.845422] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Accepted: 02/25/2022] [Indexed: 11/13/2022] Open
Abstract
The human microbiota is a unique set of microorganisms colonizing the human body and evolving within it from the very beginning. Acting as an insider, the microbiota provides nutrients, and mutualistically interacts with the host’s immune system, thus contributing to the generation of barriers against pathogens. While a strong link has been documented between intestinal dysbiosis (i.e., disruption to the microbiota homeostasis) and diseases, the mechanisms by which commensal bacteria impact a wide spectrum of mucosal and extramucosal human disorders have only partially been deciphered. This is particularly puzzling for multiple myeloma (MM), a treatable but incurable neoplasia of plasma cells that accumulate in the bone marrow and lead to end-organ damage. Here we revise the most recent literature on data from both the bench and the bedside that show how the gut microbiota modulates cancer immunity, potentially impacting the progression of asymptomatic monoclonal gammopathy of undetermined significance (MGUS) and smoldering MM (SMM) to full blown MM. We also explore the effect of the gut microbiome on hematopoietic stem cell transplantation, chemotherapy, immunomodulating therapy and cancer immunotherapy in MM patients. Additionally, we identify the most cogent area of investigation that have the highest chance to delineate microbiota-related and pathobiology-based parameters for patient risk stratification. Lastly, we highlight microbiota-modulating strategies (i.e., diet, prebiotics, probiotics, fecal microbiota transplantation and postbiotics) that may reduce treatment-related toxicity in patients affected by MM as well as the rates of undertreatment of SMM patients.
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Affiliation(s)
- Arianna Brevi
- Cellular Immunology Unit, Department of Immunology, Transplantation and Infectious Diseases, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Ospedale San Raffaele, Milan, Italy
| | - Laura Lucia Cogrossi
- Cellular Immunology Unit, Department of Immunology, Transplantation and Infectious Diseases, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Ospedale San Raffaele, Milan, Italy
- Università Vita-Salute San Raffaele, Milan, Italy
| | - Marco Lorenzoni
- Cellular Immunology Unit, Department of Immunology, Transplantation and Infectious Diseases, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Ospedale San Raffaele, Milan, Italy
| | - Benedetta Mattorre
- Cellular Immunology Unit, Department of Immunology, Transplantation and Infectious Diseases, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Ospedale San Raffaele, Milan, Italy
| | - Matteo Bellone
- Cellular Immunology Unit, Department of Immunology, Transplantation and Infectious Diseases, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Ospedale San Raffaele, Milan, Italy
- *Correspondence: Matteo Bellone,
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17
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Bansal R, Park H, Taborda CC, Gordillo C, Mapara MY, Assal A, Uhlemann AC, Reshef R. Antibiotic Exposure, Not Alloreactivity, Is the Major Driver of Microbiome Changes in Hematopoietic Cell Transplantation. Transplant Cell Ther 2022; 28:135-144. [PMID: 34958974 PMCID: PMC8923982 DOI: 10.1016/j.jtct.2021.12.015] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 12/17/2021] [Accepted: 12/19/2021] [Indexed: 12/31/2022]
Abstract
Both autologous hematopoietic cell transplantation (auto-HCT) and allogeneic hematopoietic cell transplantation (allo-HCT) are associated with significant alterations in the intestinal microbiome. The relative contributions of antibiotic use and alloreactivity to microbiome dynamics have not yet been elucidated, however. There is a lack of data on the kinetics of microbiome changes beyond 30 days post-transplantation and how they might differ between different transplantation modalities. A direct comparison of the differential effects of auto-HCT and allo-HCT on the microbiome may shed light on these dynamics. This study was conducted to compare intestinal microbial diversity between auto-HCT recipients and allo-HCT recipients from pre-transplantation to 100 days post-transplantation, and to examine the effect of antibiotics, transplant type (auto versus allo), and conditioning regimens on the dynamics of microbiome recovery. We conducted a longitudinal analysis of changes in the intestinal microbiome in 35 patients undergoing HCT (17 auto-HCT, 18 allo-HCT) at 4 time points: pre-conditioning and 14, 28, and 100 days post-transplantation. Granular data on antibiotic exposure from day -30 pre-transplantation to day +100 post-transplantation were collected. Pre-transplantation, allo-HCT recipients had lower α-diversity in the intestinal microbiome compared with auto-HCT recipients, which correlated with greater pre-transplantation antibiotic use in allo-HCT recipients. The microbiome diversity declined at days +14 and +28 post-transplantation in both cohorts but generally returned to baseline by day +100. Conditioning regimen intensity did not significantly affect post-transplantation α-diversity. Through differential abundance analysis, we show that commensal bacterial taxa involved with maintenance of gut epithelial integrity and production of short-chain fatty acids were depleted after both auto-HCT and allo-HCT. In our dataset, antibiotic exposure was the major driver of post-transplantation microbiome changes rather than alloreactivity, conditioning intensity, or immunosuppression. Our findings also suggest that interventions to limit microbiome injury, such as limiting the use of broad-spectrum antibiotics, should target the pre-transplantation period and not only the peri-transplantation period.
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Affiliation(s)
- Rajat Bansal
- Blood and Marrow Transplantation and Cell Therapy Program,
Columbia University Irving Medical Center,Division of Hematologic Malignancies and Cellular
Therapeutics, University of Kansas Medical Center
| | - Heekuk Park
- Division of Infectious Diseases, Columbia University Irving
Medical Center
| | - Cristian C Taborda
- Columbia Center for Translational Immunology, Columbia
University Irving Medical Center
| | - Christian Gordillo
- Blood and Marrow Transplantation and Cell Therapy Program,
Columbia University Irving Medical Center,Columbia Center for Translational Immunology, Columbia
University Irving Medical Center
| | - Markus Y Mapara
- Blood and Marrow Transplantation and Cell Therapy Program,
Columbia University Irving Medical Center,Columbia Center for Translational Immunology, Columbia
University Irving Medical Center
| | - Amer Assal
- Blood and Marrow Transplantation and Cell Therapy Program,
Columbia University Irving Medical Center
| | | | - Ran Reshef
- Blood and Marrow Transplantation and Cell Therapy Program, Columbia University Irving Medical Center, New York, New York; Columbia Center for Translational Immunology, Columbia University Irving Medical Center, New York, New York.
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18
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Jasiński M, Biliński J, Basak GW. The Role of the Gut Microbiome in Pathogenesis, Biology, and Treatment of Plasma Cell Dyscrasias. Front Oncol 2021; 11:741376. [PMID: 34660303 PMCID: PMC8517391 DOI: 10.3389/fonc.2021.741376] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 09/13/2021] [Indexed: 12/26/2022] Open
Abstract
In response to emerging discoveries, questions are mounting as to what factors are responsible for the progression of plasma cell dyscrasias and what determines responsiveness to treatment in individual patients. Recent findings have shown close interaction between the gut microbiota and multiple myeloma cells. For instance, that malignant cells shape the composition of the gut microbiota. We discuss the role of the gut microbiota in (i) the development and progression of plasma cell dyscrasias, and (ii) the response to treatment of multiple myeloma and highlight faecal microbiota transplantation as a procedure that could modify the risk of progression or sensitize refractory malignancy to immunotherapy.
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Affiliation(s)
- Marcin Jasiński
- Department of Hematology, Transplantation and Internal Medicine, Medical University of Warsaw, Warsaw, Poland
| | - Jarosław Biliński
- Department of Hematology, Transplantation and Internal Medicine, Medical University of Warsaw, Warsaw, Poland.,Human Biome Institute, Gdansk, Poland
| | - Grzegorz W Basak
- Department of Hematology, Transplantation and Internal Medicine, Medical University of Warsaw, Warsaw, Poland.,Human Biome Institute, Gdansk, Poland
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19
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Mishra K, Bukavina L, Ghannoum M. Symbiosis and Dysbiosis of the Human Mycobiome. Front Microbiol 2021; 12:636131. [PMID: 34630340 PMCID: PMC8493257 DOI: 10.3389/fmicb.2021.636131] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 08/04/2021] [Indexed: 12/13/2022] Open
Abstract
The influence of microbiological species has gained increased visibility and traction in the medical domain with major revelations about the role of bacteria on symbiosis and dysbiosis. A large reason for these revelations can be attributed to advances in deep-sequencing technologies. However, the research on the role of fungi has lagged. With the continued utilization of sequencing technologies in conjunction with traditional culture assays, we have the opportunity to shed light on the complex interplay between the bacteriome and the mycobiome as they relate to human health. In this review, we aim to offer a comprehensive overview of the human mycobiome in healthy and diseased states in a systematic way. The authors hope that the reader will utilize this review as a scaffolding to formulate their understanding of the mycobiome and pursue further research.
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Affiliation(s)
- Kirtishri Mishra
- University Hospitals Cleveland Medical Center, Urology Institute, Cleveland, OH, United States.,Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center, Cleveland, OH, United States
| | - Laura Bukavina
- University Hospitals Cleveland Medical Center, Urology Institute, Cleveland, OH, United States.,Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center, Cleveland, OH, United States
| | - Mahmoud Ghannoum
- Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center, Cleveland, OH, United States.,Center for Medical Mycology, and Integrated Microbiome Core, Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center, Cleveland, OH, United States.,Department of Dermatology, Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center, Cleveland, OH, United States
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20
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Zhang L, Zhan H, Xu W, Yan S, Ng SC. The role of gut mycobiome in health and diseases. Therap Adv Gastroenterol 2021; 14:17562848211047130. [PMID: 34589139 PMCID: PMC8474302 DOI: 10.1177/17562848211047130] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Accepted: 08/31/2021] [Indexed: 02/04/2023] Open
Abstract
The gut microbiome comprised of microbes from multiple kingdoms, including bacteria, fungi, and viruses. Emerging evidence suggests that the intestinal fungi (the gut "mycobiome") play an important role in host immunity and inflammation. Advances in next generation sequencing methods to study the fungi in fecal samples and mucosa tissues have expanded our understanding of gut fungi in intestinal homeostasis and systemic immunity in health and their contribution to different human diseases. In this review, the current status of gut mycobiome in health, early life, and different diseases including inflammatory bowel disease, colorectal cancer, and metabolic diseases were summarized.
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Affiliation(s)
| | | | - Wenye Xu
- Center for Gut Microbiota Research, Faculty of
Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong,
China,Li Ka Shing Institute of Health Science, The
Chinese University of Hong Kong, Shatin, Hong Kong, China,State Key Laboratory for Digestive disease,
Institute of Digestive Disease, The Chinese University of Hong Kong, Shatin,
Hong Kong, China,Department of Medicine and Therapeutics,
Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong,
China
| | - Shuai Yan
- Center for Gut Microbiota Research, Faculty of
Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong,
China,Li Ka Shing Institute of Health Science, The
Chinese University of Hong Kong, Shatin, Hong Kong, China,State Key Laboratory for Digestive disease,
Institute of Digestive Disease, The Chinese University of Hong Kong, Shatin,
Hong Kong, China,Department of Anaesthesia and Intensive Care
and Peter Hung Pain Research Institute, The Chinese University of Hong Kong,
Shatin, Hong Kong, China
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21
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Translational model of melphalan-induced gut toxicity reveals drug-host-microbe interactions that drive tissue injury and fever. Cancer Chemother Pharmacol 2021; 88:173-188. [PMID: 33877390 PMCID: PMC8236460 DOI: 10.1007/s00280-021-04273-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Accepted: 03/30/2021] [Indexed: 12/17/2022]
Abstract
PURPOSE Conditioning therapy with high-dose melphalan (HDM) is associated with a high risk of gut toxicity, fever and infections in haematopoietic stem cell transplant (HSCT) recipients. However, validated preclinical models that adequately reflect clinical features of melphalan-induced toxicity are not available. We therefore aimed to develop a novel preclinical model of melphalan-induced toxicity that reflected well-defined clinical dynamics, as well as to identify targetable mechanisms that drive intestinal injury. METHODS Male Wistar rats were treated with 4-8 mg/kg melphalan intravenously. The primary endpoint was plasma citrulline. Secondary endpoints included survival, weight loss, diarrhea, food/water intake, histopathology, body temperature, microbiota composition (16S sequencing) and bacterial translocation. RESULTS Melphalan 5 mg/kg caused self-limiting intestinal injury, severe neutropenia and fever while impairing the microbial metabolome, prompting expansion of enteric pathogens. Intestinal inflammation was characterized by infiltration of polymorphic nuclear cells in the acute phases of mucosal injury, driving derangement of intestinal architecture. Ileal atrophy prevented bile acid reabsorption, exacerbating colonic injury via microbiota-dependent mechanisms. CONCLUSION We developed a novel translational model of melphalan-induced toxicity, which has excellent homology with the well-known clinical features of HDM transplantation. Application of this model will accelerate fundamental and translational study of melphalan-induced toxicity, with the clinical parallels of this model ensuring a greater likelihood of clinical success.
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22
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Davis L, Yao Y, Jin Z, Moscoso S, Neunert C, Broglie L, Hall M, Bhatia M, George D, Garvin JH, Satwani P. Length of Stay and Health Care Utilization Among Pediatric Autologous Hematopoietic Cell Transplantation Recipients. Transplant Cell Ther 2021; 27:613.e1-613.e7. [PMID: 33831624 DOI: 10.1016/j.jtct.2021.03.025] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 03/19/2021] [Accepted: 03/22/2021] [Indexed: 11/28/2022]
Abstract
Autologous hematopoietic cell transplantation (autoHCT) has become a critical component in the treatment of pediatric malignancies, allowing for high-dose chemotherapy to be given safely and with greater efficacy in a subset of children at high risk for relapse. Risk factors associated with hospital length of stay (LOS) in adults undergoing autoHCT have been studied extensively; however, there is a paucity of studies describing risk factors associated with LOS and health care cost in children undergoing autoHCT. This study sought to identify factors influencing LOS and cost in pediatric autoHCT. We assessed LOS from autologous stem cell infusion from day 0 (D0) in 100 autoHCT admissions in 73 patients with malignant disease between 2007 and 2019. We evaluated demographic, pre-transplantation, post-transplantation, and socioeconomic variables to identify potential risk factors associated with LOS and cost. AutoHCT cost data were provided by the Pediatric Health Information System database. Indications for autoHCT included neuroblastoma (35.6%), brain tumor (27.4%), and relapsed lymphoma (24.7%). The median patient age was 4.88 years (range, 0.72 to 22 years), with 71% age <12 years, and the cohort was 63% male, 77% white, and 41% Hispanic. The median LOS from D0 was 19 days (range, 13 to 100 days). On multivariable analysis, age >12 years compared with 2 to 12 years (estimate, -8.9 days; 95% confidence interval [CI], -15.1 to -2.8; P = .004) and complete remission/very good partial response disease status (estimate, -5.0 days; 95% CI, -9.6 to -0.4 days; P = .031) were associated with a significantly decreased median LOS, whereas Hispanic ethnicity (estimate, +6.8 days; 95% CI, 1.1 to 12.6 days; P = .019), >5 days of fever (estimate, +7.3 days; 95% CI, 1.4 to 13.2 days; P = .015), and pediatric intensive care unit (PICU) LOS (estimate, +14.9 days; 95% CI, 1.8 to 28.0 days; P = .025) were associated with a significant increase in median LOS. The median cost per transplantation admission was $96,850 (range, $39,833 to $587,321). Multivariable analysis showed that age >12 years (estimate, -$6,776; 95% CI, -$71,787 to -$11,402; P = .007) or <2 years (estimate, -$32,426; 95% CI, -$53,507 to -$11,345; P = .003), and complete remission/very good partial response disease status (estimate, -$20,266; 95% CI, -$40,211 to -$322; P = .046) were associated with significantly decreased median cost, whereas >5 days of fever (estimate, +$58,886; 95% CI, $30,667 to $87,105; P < .001) and PICU admission (estimate, +$102,458; 95% CI, $23,843 to $181,076; P = .011) were associated with significantly increased median cost. In summary, fever and PICU stay were found to be risk factors for increased LOS and cost. Age <12 years and Hispanic ethnicity were risk factors for increased LOS, whereas age <2 years and >12 years and female sex were associated with decreased cost. Further investigation to determine specific factors influencing LOS and cost is warranted to identify potentially modifiable risks within these patient populations.
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Affiliation(s)
- Laurie Davis
- Division of Pediatric Hematology, Oncology, and Stem Cell Transplantation, Department of Pediatrics, Columbia University Medical Center, New York, New York
| | - Yujing Yao
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, New York
| | - Zhezhen Jin
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, New York
| | - Susana Moscoso
- Division of Pediatric Hematology, Oncology, and Stem Cell Transplantation, Department of Pediatrics, Columbia University Medical Center, New York, New York
| | - Cindy Neunert
- Division of Pediatric Hematology, Oncology, and Stem Cell Transplantation, Department of Pediatrics, Columbia University Medical Center, New York, New York
| | - Larisa Broglie
- Division of Pediatric Hematology, Oncology, and Stem Cell Transplantation, Department of Pediatrics, Columbia University Medical Center, New York, New York
| | - Matt Hall
- Children's Hospital Association, Lenexa, Kansas
| | - Monica Bhatia
- Division of Pediatric Hematology, Oncology, and Stem Cell Transplantation, Department of Pediatrics, Columbia University Medical Center, New York, New York
| | - Diane George
- Division of Pediatric Hematology, Oncology, and Stem Cell Transplantation, Department of Pediatrics, Columbia University Medical Center, New York, New York
| | - James H Garvin
- Division of Pediatric Hematology, Oncology, and Stem Cell Transplantation, Department of Pediatrics, Columbia University Medical Center, New York, New York
| | - Prakash Satwani
- Division of Pediatric Hematology, Oncology, and Stem Cell Transplantation, Department of Pediatrics, Columbia University Medical Center, New York, New York.
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23
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Khan N, Lindner S, Gomes ALC, Devlin SM, Shah GL, Sung AD, Sauter CS, Landau HJ, Dahi PB, Perales MA, Chung DJ, Lesokhin AM, Dai A, Clurman A, Slingerland JB, Slingerland AE, Brereton DG, Giardina PA, Maloy M, Armijo GK, Rondon-Clavo C, Fontana E, Bohannon L, Ramalingam S, Bush AT, Lew MV, Messina JA, Littmann E, Taur Y, Jenq RR, Chao NJ, Giralt S, Markey KA, Pamer EG, van den Brink MRM, Peled JU. Fecal microbiota diversity disruption and clinical outcomes after auto-HCT: a multicenter observational study. Blood 2021; 137:1527-1537. [PMID: 33512409 PMCID: PMC7976512 DOI: 10.1182/blood.2020006923] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Accepted: 11/09/2020] [Indexed: 12/18/2022] Open
Abstract
We previously described clinically relevant reductions in fecal microbiota diversity in patients undergoing allogeneic hematopoietic cell transplantation (allo-HCT). Recipients of high-dose chemotherapy and autologous HCT (auto-HCT) incur similar antibiotic exposures and nutritional alterations. To characterize the fecal microbiota in the auto-HCT population, we analyzed 1161 fecal samples collected from 534 adult recipients of auto-HCT for lymphoma, myeloma, and amyloidosis in an observational study conducted at 2 transplantation centers in the United States. By using 16S ribosomal gene sequencing, we assessed fecal microbiota composition and diversity, as measured by the inverse Simpson index. At both centers, the diversity of early pretransplant fecal microbiota was lower in patients than in healthy controls and decreased further during the course of transplantation. Loss of diversity and domination by specific bacterial taxa occurred during auto-HCT in patterns similar to those with allo-HCT. Above-median fecal intestinal diversity in the periengraftment period was associated with decreased risk of death or progression (progression-free survival hazard ratio, 0.46; 95% confidence interval, 0.26-0.82; P = .008), adjusting for disease and disease status. This suggests that further investigation into the health of the intestinal microbiota in auto-HCT patients and posttransplant outcomes should be undertaken.
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Affiliation(s)
- Niloufer Khan
- Adult Bone Marrow Transplantation Service, Department of Medicine
| | - Sarah Lindner
- Department of Immunology, Sloan Kettering Institute, and
| | | | - Sean M Devlin
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Gunjan L Shah
- Adult Bone Marrow Transplantation Service, Department of Medicine
- Weill Cornell Medical College, New York, NY
| | - Anthony D Sung
- Division of Hematologic Malignancies and Cellular Therapy, Department of Medicine, Duke University School of Medicine, Durham, NC
| | - Craig S Sauter
- Adult Bone Marrow Transplantation Service, Department of Medicine
- Weill Cornell Medical College, New York, NY
| | - Heather J Landau
- Adult Bone Marrow Transplantation Service, Department of Medicine
- Weill Cornell Medical College, New York, NY
| | - Parastoo B Dahi
- Adult Bone Marrow Transplantation Service, Department of Medicine
- Weill Cornell Medical College, New York, NY
| | - Miguel-Angel Perales
- Adult Bone Marrow Transplantation Service, Department of Medicine
- Weill Cornell Medical College, New York, NY
| | - David J Chung
- Adult Bone Marrow Transplantation Service, Department of Medicine
- Weill Cornell Medical College, New York, NY
| | - Alexander M Lesokhin
- Weill Cornell Medical College, New York, NY
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Anqi Dai
- Department of Immunology, Sloan Kettering Institute, and
| | - Annelie Clurman
- Adult Bone Marrow Transplantation Service, Department of Medicine
| | | | | | | | - Paul A Giardina
- Adult Bone Marrow Transplantation Service, Department of Medicine
| | - Molly Maloy
- Adult Bone Marrow Transplantation Service, Department of Medicine
| | | | | | - Emily Fontana
- Department of Immunology, Sloan Kettering Institute, and
| | - Lauren Bohannon
- Division of Hematologic Malignancies and Cellular Therapy, Department of Medicine, Duke University School of Medicine, Durham, NC
| | - Sendhilnathan Ramalingam
- Division of Hematologic Malignancies and Cellular Therapy, Department of Medicine, Duke University School of Medicine, Durham, NC
| | - Amy T Bush
- Division of Hematologic Malignancies and Cellular Therapy, Department of Medicine, Duke University School of Medicine, Durham, NC
| | - Meagan V Lew
- Division of Hematologic Malignancies and Cellular Therapy, Department of Medicine, Duke University School of Medicine, Durham, NC
| | - Julia A Messina
- Division of Infectious Diseases, Department of Medicine, Duke University School of Medicine, Durham, NC
| | - Eric Littmann
- Duchossois Family Institute, University of Chicago, Chicago, IL
| | - Ying Taur
- Weill Cornell Medical College, New York, NY
- Infectious Disease Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY; and
| | - Robert R Jenq
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Nelson J Chao
- Division of Hematologic Malignancies and Cellular Therapy, Department of Medicine, Duke University School of Medicine, Durham, NC
| | - Sergio Giralt
- Adult Bone Marrow Transplantation Service, Department of Medicine
- Weill Cornell Medical College, New York, NY
| | - Kate A Markey
- Adult Bone Marrow Transplantation Service, Department of Medicine
- Weill Cornell Medical College, New York, NY
| | - Eric G Pamer
- Duchossois Family Institute, University of Chicago, Chicago, IL
| | - Marcel R M van den Brink
- Adult Bone Marrow Transplantation Service, Department of Medicine
- Department of Immunology, Sloan Kettering Institute, and
- Weill Cornell Medical College, New York, NY
| | - Jonathan U Peled
- Adult Bone Marrow Transplantation Service, Department of Medicine
- Weill Cornell Medical College, New York, NY
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24
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Gut Microbiota Influence in Hematological Malignancies: From Genesis to Cure. Int J Mol Sci 2021; 22:ijms22031026. [PMID: 33498529 PMCID: PMC7864170 DOI: 10.3390/ijms22031026] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 01/13/2021] [Accepted: 01/15/2021] [Indexed: 12/13/2022] Open
Abstract
Hematological malignancies, including multiple myeloma, lymphoma, and leukemia, are a heterogeneous group of neoplasms that affect the blood, bone marrow, and lymph nodes. They originate from uncontrolled growth of hematopoietic and lymphoid cells from different stages in their maturation/differentiation and account for 6.5% of all cancers around the world. During the last decade, it has been proven that the gut microbiota, more specifically the gastrointestinal commensal bacteria, is implicated in the genesis and progression of many diseases. The immune-modulating effects of the human microbiota extend well beyond the gut, mostly through the small molecules they produce. This review aims to summarize the current knowledge of the role of the microbiota in modulating the immune system, its role in hematological malignancies, and its influence on different therapies for these diseases, including autologous and allogeneic stem cell transplantation, chemotherapy, and chimeric antigen receptor T cells.
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25
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D'Angelo CR, Sudakaran S, Callander NS. Clinical effects and applications of the gut microbiome in hematologic malignancies. Cancer 2020; 127:679-687. [PMID: 33369893 DOI: 10.1002/cncr.33400] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 07/20/2020] [Accepted: 11/22/2020] [Indexed: 12/16/2022]
Abstract
The gut microbiome and its effects on host immunity have exciting implications for cancer prognosis and therapy. Examples in allogeneic hematopoietic stem cell transplantation (allo-SCT) demonstrate the role of the gut microbiome as a biomarker for clinical outcomes, and animal models demonstrate how microbiota manipulation may augment therapeutic responses. There are multiple mechanisms that gut microbiota may have in affecting distant tumor environments, including control of cytokine release, dendritic cell activation, and T-cell lymphocyte stimulation. Recently, there has been a marked interest in understanding interactions between host and microbiome in hematologic malignancies. This review summarizes the current understanding of the gut microbiome and its impact on leukemia, lymphoma, multiple myeloma, and allo-SCT and highlights several broad methods for targeting the gut microbiome in therapeutic trials.
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Affiliation(s)
- Christopher R D'Angelo
- Division of Hematology/Oncology, Department of Medicine, University of Nebraska Medical Center, Omaha, Nebraska
| | - Sailendharan Sudakaran
- Microbiome Hub, Wisconsin Institute of Discovery, University of Wisconsin, Madison, Wisconsin
| | - Natalie S Callander
- Section of Hematology/Oncology and Bone Marrow Transplantation, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
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26
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El Jurdi N, Fair C, Rogosheske J, Shanley R, Arora M, Bachanova V, Betts B, He F, Holtan S, Janakiram M, Maakaron J, Rashidi A, Warlick E, Weisdorf D, Brunstein CG. Effect of Keratinocyte Growth Factor on Hospital Readmission and Regimen-Related Toxicities after Autologous Hematopoietic Cell Transplantation for Lymphoma. Transplant Cell Ther 2020; 27:179.e1-179.e4. [PMID: 33830033 DOI: 10.1016/j.jtct.2020.11.005] [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: 09/23/2020] [Revised: 11/02/2020] [Accepted: 11/15/2020] [Indexed: 10/22/2022]
Abstract
Regimen-related toxicities with high-dose therapy followed by hematopoietic cell rescue leads to considerable patient distress, morbidity, and high readmission rates. Palifermin is a recombinant keratinocyte growth factor that is Food and Drug Administration-approved to decrease severe oral mucositis (OM) associated with autologous hematopoietic cell transplantation (ASCT) for hematologic malignancies. We added palifermin as a supportive care measure for patients with lymphoma undergoing ASCT with BEAM conditioning. We compared patients receiving palifermin (n = 35) with historical controls (n = 38) for toxicity and readmission outcomes. The cumulative incidence of OM of any grade was 23% in the palifermin-treated patients and 42% in the control group. Patients receiving palifermin were less likely to be readmitted (57% versus 82%; P = .04), had fewer hospital readmission days (median, 4 days versus 7 days; P < .01), and had fewer total days in the hospital through day +30 after ASCT (median, 12 days versus 15 days; P = .05). Fewer patients in the palifermin group had >20 days in the hospital through day +30 (9% in the palifermin group versus 23% of controls). Adverse events associated with palifermin were mild and transient. The addition of palifermin limits severe regimen-related toxicities and decreases readmissions and duration of hospital stay. This and other measures are needed to identify comprehensive and cost-effective approaches, possibly including palifermin, to prevent severe regimen-related toxicities and decrease health care resource utilization.
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Affiliation(s)
- Najla El Jurdi
- Blood and Marrow Transplant Program, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota.
| | - Christina Fair
- Department of Pharmacy, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
| | - John Rogosheske
- Department of Pharmacy, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
| | - Ryan Shanley
- Biostatistics and Informatics Core, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
| | - Mukta Arora
- Blood and Marrow Transplant Program, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
| | - Veronika Bachanova
- Blood and Marrow Transplant Program, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
| | - Brian Betts
- Blood and Marrow Transplant Program, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
| | - Fiona He
- Blood and Marrow Transplant Program, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
| | - Shernan Holtan
- Blood and Marrow Transplant Program, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
| | - Murali Janakiram
- Blood and Marrow Transplant Program, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
| | - Joseph Maakaron
- Blood and Marrow Transplant Program, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
| | - Armin Rashidi
- Blood and Marrow Transplant Program, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
| | - Erica Warlick
- Blood and Marrow Transplant Program, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
| | - Daniel Weisdorf
- Blood and Marrow Transplant Program, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
| | - Claudio G Brunstein
- Blood and Marrow Transplant Program, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
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27
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Holstein SA, Howard A, Avigan D, Bhutani M, Cohen AD, Costa LJ, Dhodapkar MV, Gay F, Gormley N, Green DJ, Hillengass J, Korde N, Li Z, Mailankody S, Neri P, Parekh S, Pasquini MC, Puig N, Roodman GD, Samur MK, Shah N, Shah UA, Shi Q, Spencer A, Suman VJ, Usmani SZ, McCarthy PL. Summary of the 2019 Blood and Marrow Transplant Clinical Trials Network Myeloma Intergroup Workshop on Minimal Residual Disease and Immune Profiling. Biol Blood Marrow Transplant 2020; 26:e247-e255. [PMID: 32589921 PMCID: PMC7529908 DOI: 10.1016/j.bbmt.2020.06.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Revised: 06/11/2020] [Accepted: 06/11/2020] [Indexed: 12/22/2022]
Abstract
The Blood and Marrow Transplant Clinical Trials Network (BMT CTN) Myeloma Intergroup has organized an annual workshop focused on minimal residual disease (MRD) testing and immune profiling (IP) in multiple myeloma since 2016. In 2019, the workshop took place as an American Society of Hematology (ASH) Friday Scientific Workshop titled "Immune Profiling and Minimal Residual Disease Testing in Multiple Myeloma." This workshop focused on 4 main topics: the molecular and immunologic evolution of plasma cell disorders, development of new laboratory- and imaging-based MRD assessment approaches, chimeric antigen receptor T cell therapy research, and statistical and regulatory issues associated with novel clinical endpoints. In this report, we provide a summary of the workshop and discuss future directions.
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Affiliation(s)
| | - Alan Howard
- Center for International Blood and Marrow Transplant Research, Minneapolis, Minnesota
| | - David Avigan
- Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | | | - Adam D Cohen
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania
| | | | | | - Francesca Gay
- Myeloma Unit, Division of Hematology, University of Torino, Azienda Ospedaliero-Universitaria Città della Salute e della Scienza di Torino, Torino, Italy
| | - Nicole Gormley
- US Food and Drug Administration, Silver Spring, Maryland
| | - Damian J Green
- Fred Hutchinson Cancer Research Center & Seattle Cancer Care Alliance, Seattle, Washington
| | | | - Neha Korde
- Memorial Sloan Kettering Cancer Center, New York, New York
| | - Zihai Li
- The Ohio State University, Columbus, Ohio
| | | | | | - Samir Parekh
- Icahn School of Medicine at Mount Sinai, New York, New York
| | | | - Noemi Puig
- Institute for Biomedical Research of Salamanca, University Hospital of Salamanca, Salamanca, Spain
| | - G David Roodman
- Indiana University School of Medicine, Indianapolis, Indiana
| | | | - Nina Shah
- University of California San Francisco, San Francisco, California
| | - Urvi A Shah
- Memorial Sloan Kettering Cancer Center, New York, New York
| | - Qian Shi
- Mayo Clinic, Rochester, Minnesota
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28
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Diaz PI, Dongari-Bagtzoglou A. Critically Appraising the Significance of the Oral Mycobiome. J Dent Res 2020; 100:133-140. [PMID: 32924741 DOI: 10.1177/0022034520956975] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Recent efforts to understand the oral microbiome have focused on its fungal component. Since fungi occupy a low proportion of the oral microbiome biomass, mycobiome studies rely on sequencing of internal transcribed spacer (ITS) amplicons. ITS-based studies usually detect hundreds of fungi in oral samples. Here, we review the oral mycobiome, critically appraising the significance of such large fungal diversity. When harsh lysis methods are used to extract DNA, 2 oral mycobiome community types (mycotypes) are evident, each dominated by only 1 genus, either Candida or Malassezia. The rest of the diversity in ITS surveys represents low-abundance fungi possibly acquired from the environment and ingested food. So far, Candida is the only genus demonstrated to reach a significant biomass in the oral cavity and clearly shown to be associated with a distinct oral ecology. Candida thrives in the presence of lower oral pH and is enriched in caries, with mechanistic studies in animal models suggesting it participates in the disease process by synergistically interacting with acidogenic bacteria. Candida serves as the main etiological agent of oral mucosal candidiasis, in which a Candida-bacteriome partnership plays a key role. The function of other potential oral colonizers, such as lipid-dependent Malassezia, is still unclear, with further studies needed to establish whether Malassezia are metabolically active oral commensals. Low-abundance oral mycobiome members acquired from the environment may be viable in the oral cavity, and although they may not play a significant role in microbiome communities, they could serve as opportunistic pathogens in immunocompromised hosts. We suggest that further work is needed to ascertain the significance of oral mycobiome members beyond Candida. ITS-based surveys should be complemented with other methods to determine the in situ biomass and metabolic state of fungi thought to play a role in the oral environment.
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Affiliation(s)
- P I Diaz
- Department of Oral Biology, School of Dental Medicine, University at Buffalo, State University of New York, Buffalo, NY, USA.,UB Microbiome Center, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - A Dongari-Bagtzoglou
- Division of Periodontology, Department of Oral Health and Diagnostic Sciences, School of Dental Medicine, UConn Health, Farmington, CT, USA
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29
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Ahmed N, Ghannoum M, Gallogly M, de Lima M, Malek E. Influence of gut microbiome on multiple myeloma: friend or foe? J Immunother Cancer 2020; 8:jitc-2020-000576. [PMID: 32581045 PMCID: PMC7312329 DOI: 10.1136/jitc-2020-000576] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/14/2020] [Indexed: 12/20/2022] Open
Abstract
Multiple myeloma (MM) is a malignancy of terminally differentiated plasma cells, which typically evolves over time from its precursor, monoclonal gammopathy of undetermined significance. While the underlying mechanisms of this evolution remain elusive, immunomodulatory factors affecting the bone marrow (BM) microenvironment are suspected to play a role. There is an increasing evidence that the gut microbiome exerts an influence on its host’s adaptive and innate immune systems, inflammatory pathways and the BM microenvironment. Dysbiosis, therefore, may impact tumorigenesis in MM. This article gives an overview of potential mechanisms by which the microbiome may influence the pathogenesis of MM, MM patients’ responses to treatment and toxicities experienced by MM patients undergoing autologous transplant. It also discusses the potential role of the mycobiome in MM, a less studied component of the microbiome.
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Affiliation(s)
- Nausheen Ahmed
- Adult Hematopoietic Stem Cell Transplant Program, UH Seidman Cancer Center, Cleveland, Ohio, USA
| | - Mahmoud Ghannoum
- Center For Medical Mycology, Department of Dermatology, Case Western Reserve University, Cleveland, Ohio, USA
| | - Molly Gallogly
- Adult Hematopoietic Stem Cell Transplant Program, UH Seidman Cancer Center, Cleveland, Ohio, USA
| | - Marcos de Lima
- Adult Hematopoietic Stem Cell Transplant Program, UH Seidman Cancer Center, Cleveland, Ohio, USA
| | - Ehsan Malek
- Adult Hematopoietic Stem Cell Transplant Program, UH Seidman Cancer Center, Cleveland, Ohio, USA
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30
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Observational Cohort Study of Oral Mycobiome and Interkingdom Interactions over the Course of Induction Therapy for Leukemia. mSphere 2020; 5:5/2/e00048-20. [PMID: 32295867 PMCID: PMC7160678 DOI: 10.1128/msphere.00048-20] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Although the term "microbiome" refers to all microorganisms, the majority of microbiome studies focus on the bacteriome. Here, we characterize the oral mycobiome, including mycobiome-bacteriome interactions, in the setting of remission-induction chemotherapy (RIC) for acute myeloid leukemia (AML). Oral samples (n = 299) were prospectively collected twice weekly from 39 AML patients during RIC until neutrophil recovery. Illumina MiSeq 16S rRNA gene (V4) and internal transcribed spacer 2 (ITS2) sequencing were used to determine bacterial and fungal diversity and community composition. Intrakingdom and interkingdom network connectivity at baseline (T1) and at midpoint (T3) and a later time point (T6) were assessed via SPIEC-EASI (sparse inverse covariance estimation for ecological association inference). In this exploratory study, mycobiome α-diversity was not significantly associated with antibiotic or antifungal receipt. However, postchemotherapy mycobiome α-diversity was lower in subjects receiving high-intensity chemotherapy. Additionally, greater decreases in Malassezia levels were seen over time among patients on high-intensity RIC compared to low-intensity RIC (P = 0.003). A significantly higher relative abundance of Candida was found among patients who had infection (P = 0.008), while a significantly higher relative abundance of Fusarium was found among patients who did not get an infection (P = 0.03). Analyses of intrakingdom and interkingdom relationships at T1, T3, and T6 indicated that interkingdom connectivity increased over the course of IC as bacterial α-diversity diminished. In (to our knowledge) the first longitudinal mycobiome study performed during AML RIC, we found that mycobiome-bacteriome interactions are highly dynamic. Our study data suggest that inclusion of mycobiome analysis in the design of microbiome studies may be necessary to optimally understand the ecological and functional role of microbial communities in clinical outcomes.IMPORTANCE This report highlights the importance of longitudinal, parallel characterization of oral fungi and bacteria in order to better elucidate the dynamic changes in microbial community structure and interkingdom functional interactions during the injury of chemotherapy and antibiotic exposure as well as the clinical consequences of these interrelated alterations.
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31
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Holstein SA, Al-Kadhimi Z, Costa LJ, Hahn T, Hari P, Hillengass J, Jacob A, Munshi NC, Oliva S, Pasquini MC, Shi Q, Stadtmauer EA, Waldvogel SL, McCarthy PL. Summary of the Third Annual Blood and Marrow Transplant Clinical Trials Network Myeloma Intergroup Workshop on Minimal Residual Disease and Immune Profiling. Biol Blood Marrow Transplant 2020; 26:e7-e15. [PMID: 31526843 PMCID: PMC6942175 DOI: 10.1016/j.bbmt.2019.09.015] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2019] [Revised: 09/11/2019] [Accepted: 09/12/2019] [Indexed: 12/22/2022]
Abstract
The third annual Blood and Marrow Transplant Clinical Trials Network (BMT CTN) Myeloma Intergroup Workshop on Minimal Residual Disease and Immune Profiling was held on November 29, 2018, at the American Society of Hematology (ASH) annual meeting. This workshop featured the latest research focused on minimal residual disease (MRD) assessment and immune profiling (IP) in myeloma as well as discussion of the statistical and regulatory issues intrinsic to the development of MRD as a surrogate endpoint. In this report, we provide a summary of the workshop and focus on the integration of MRD and IP assessment into trial design and clinical practice.
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Affiliation(s)
- Sarah A Holstein
- Department of Internal Medicine, University of Nebraska Medical Center, Omaha, Nebraska.
| | - Zaid Al-Kadhimi
- Department of Internal Medicine, University of Nebraska Medical Center, Omaha, Nebraska
| | - Luciano J Costa
- Division of Hematology & Oncology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Theresa Hahn
- Department of Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Parameswaran Hari
- Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Jens Hillengass
- Department of Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | | | | | | | - Marcelo C Pasquini
- Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Qian Shi
- Mayo Clinic, Rochester, Minnesota
| | - Edward A Stadtmauer
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Stephanie L Waldvogel
- Center for International Blood and Marrow Transplant Research, Minneapolis, Minnesota
| | - Philip L McCarthy
- Department of Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York
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32
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Krüger W, Vielreicher S, Kapitan M, Jacobsen ID, Niemiec MJ. Fungal-Bacterial Interactions in Health and Disease. Pathogens 2019; 8:E70. [PMID: 31117285 PMCID: PMC6630686 DOI: 10.3390/pathogens8020070] [Citation(s) in RCA: 123] [Impact Index Per Article: 24.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Revised: 05/02/2019] [Accepted: 05/16/2019] [Indexed: 12/28/2022] Open
Abstract
Fungi and bacteria encounter each other in various niches of the human body. There, they interact directly with one another or indirectly via the host response. In both cases, interactions can affect host health and disease. In the present review, we summarized current knowledge on fungal-bacterial interactions during their commensal and pathogenic lifestyle. We focus on distinct mucosal niches: the oral cavity, lung, gut, and vagina. In addition, we describe interactions during bloodstream and wound infections and the possible consequences for the human host.
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Affiliation(s)
- Wibke Krüger
- Leibniz Institute for Natural Product Research and Infection Biology-Hans Knöll Institute, Jena 07745, Germany.
| | - Sarah Vielreicher
- Leibniz Institute for Natural Product Research and Infection Biology-Hans Knöll Institute, Jena 07745, Germany.
| | - Mario Kapitan
- Leibniz Institute for Natural Product Research and Infection Biology-Hans Knöll Institute, Jena 07745, Germany.
- Center for Sepsis Control and Care, Jena 07747, Germany.
| | - Ilse D Jacobsen
- Leibniz Institute for Natural Product Research and Infection Biology-Hans Knöll Institute, Jena 07745, Germany.
- Center for Sepsis Control and Care, Jena 07747, Germany.
- Institute of Microbiology, Friedrich Schiller University, Jena 07743, Germany.
| | - Maria Joanna Niemiec
- Leibniz Institute for Natural Product Research and Infection Biology-Hans Knöll Institute, Jena 07745, Germany.
- Center for Sepsis Control and Care, Jena 07747, Germany.
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