1
|
Green GBH, Cox-Holmes AN, Backan O, Valbak O, Potier ACE, Chen D, Morrow CD, Willey CD, McFarland BC. Exploring Gut Microbiota Alterations with Trimethoprim-Sulfamethoxazole and Dexamethasone in a Humanized Microbiome Mouse Model. Microorganisms 2024; 12:1015. [PMID: 38792844 PMCID: PMC11124107 DOI: 10.3390/microorganisms12051015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Revised: 05/06/2024] [Accepted: 05/10/2024] [Indexed: 05/26/2024] Open
Abstract
Along with the standard therapies for glioblastoma, patients are commonly prescribed trimethoprim-sulfamethoxazole (TMP-SMX) and dexamethasone for preventing infections and reducing cerebral edema, respectively. Because the gut microbiota impacts the efficacy of cancer therapies, it is important to understand how these medications impact the gut microbiota of patients. Using mice that have been colonized with human microbiota, this study sought to examine how TMP-SMX and dexamethasone affect the gut microbiome. Two lines of humanized microbiota (HuM) Rag1-/- mice, HuM1Rag and HuM2Rag, were treated with either TMP-SMX or dexamethasone via oral gavage once a day for a week. Fecal samples were collected pre-treatment (pre-txt), one week after treatment initiation (1 wk post txt), and three weeks post-treatment (3 wk post txt), and bacterial DNA was analyzed using 16S rRNA-sequencing. The HuM1Rag mice treated with TMP-SMX had significant shifts in alpha diversity, beta diversity, and functional pathways at all time points, whereas in the HuM2Rag mice, it resulted in minimal changes in the microbiome. Likewise, dexamethasone treatment resulted in significant changes in the microbiome of the HuM1Rag mice, whereas the microbiome of the HuM2Rag mice was mostly unaffected. The results of our study show that routine medications used during glioblastoma treatment can perturb gut microbiota, with some microbiome compositions being more sensitive than others, and these treatments could potentially affect the overall efficacy of standard-of-care therapy.
Collapse
Affiliation(s)
- George B. H. Green
- Department of Cell, Developmental and Integrative Biology, Birmingham, AL 35294, USA
| | - Alexis N. Cox-Holmes
- Department of Cell, Developmental and Integrative Biology, Birmingham, AL 35294, USA
| | - Olivia Backan
- Department of Cell, Developmental and Integrative Biology, Birmingham, AL 35294, USA
- Undergraduate Cancer Biology Program, Birmingham, AL 35294, USA
| | - Olivia Valbak
- Department of Cell, Developmental and Integrative Biology, Birmingham, AL 35294, USA
- Undergraduate Cancer Biology Program, Birmingham, AL 35294, USA
| | - Anna Claire E. Potier
- Department of Cell, Developmental and Integrative Biology, Birmingham, AL 35294, USA
- Undergraduate Cancer Biology Program, Birmingham, AL 35294, USA
| | | | - Casey D. Morrow
- Department of Cell, Developmental and Integrative Biology, Birmingham, AL 35294, USA
| | - Christopher D. Willey
- Department of Radiation Oncology, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL 35233, USA
| | - Braden C. McFarland
- Department of Cell, Developmental and Integrative Biology, Birmingham, AL 35294, USA
| |
Collapse
|
2
|
Blake SJ, Wolf Y, Boursi B, Lynn DJ. Role of the microbiota in response to and recovery from cancer therapy. Nat Rev Immunol 2024; 24:308-325. [PMID: 37932511 DOI: 10.1038/s41577-023-00951-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/26/2023] [Indexed: 11/08/2023]
Abstract
Our understanding of how the microbiota affects the balance between response to and failure of cancer treatment by modulating the tumour microenvironment and systemic immune system has advanced rapidly in recent years. Microbiota-targeting interventions in patients with cancer are an area of intensive investigation. Promisingly, phase I-II clinical trials have shown that interventions such as faecal microbiota transplantation can overcome resistance to immune checkpoint blockade in patients with melanoma, improve therapeutic outcomes in treatment-naive patients and reduce therapy-induced immunotoxicities. Here, we synthesize the evidence showing that the microbiota is an important determinant of both cancer treatment efficacy and treatment-induced acute and long-term toxicity, and we discuss the complex and inter-related mechanisms involved. We also assess the potential of microbiota-targeting interventions, including bacterial engineering and phage therapy, to optimize the response to and recovery from cancer therapy.
Collapse
Affiliation(s)
- Stephen J Blake
- Precision Cancer Medicine Theme, South Australian Health and Medical Research Institute, Adelaide, South Australia, Australia
- College of Medicine and Public Health, Flinders University, Adelaide, South Australia, Australia
| | - Yochai Wolf
- Ella Lemelbaum Institute for Immuno-oncology and Skin Cancer, Sheba Medical Center, Tel Hashomer, Israel
- Department of Pathology, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Ben Boursi
- School of Medicine, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Department of Oncology, Sheba Medical Center, Tel Hashomer, Israel
- Center of Clinical Epidemiology and Biostatistics, University of Pennsylvania, Philadelphia, PA, USA
| | - David J Lynn
- Precision Cancer Medicine Theme, South Australian Health and Medical Research Institute, Adelaide, South Australia, Australia.
- College of Medicine and Public Health, Flinders University, Adelaide, South Australia, Australia.
| |
Collapse
|
3
|
Sang Y, Zheng K, Zhao Y, Liu Y, Zhu S, Xie X, Shang L, Liu J, Li L. Efficacy and regulatory strategies of gut microbiota in immunotherapy: a narrative review. Transl Cancer Res 2024; 13:2043-2063. [PMID: 38737692 PMCID: PMC11082673 DOI: 10.21037/tcr-24-316] [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: 02/27/2024] [Accepted: 03/29/2024] [Indexed: 05/14/2024]
Abstract
Background and Objective With advances in gut microbiome research, it has been recognized that the gut microbiome has an important and far-reaching impact on many human diseases, including cancer. Therefore, more and more researchers are focusing on the treatment of gut flora in tumors. In this article, we present a review of the mechanisms of gut microbes in tumor immunotherapy and related studies to provide reference for further research and insights into the clinical application of gut microbes. Methods Between April 25, 2023, and November 25, 2023, we searched for articles published only in English between 1984 and 2023 using the databases PubMed, American Medical Association and Elsevier ScienceDirect using the keywords "gut microbiology" and "tumor" or "immunotherapy". Key Content and Findings The gastrointestinal tract contains the largest number of microorganisms in the human body. Microorganisms are involved in regulating many physiological activities of the body. Studies have shown that gut microbes and their derivatives are involved in the occurrence and development of a variety of inflammations and tumors, and changes in their abundance and proportion affect the degree of cancer progression and sensitivity to immunotherapy. Gut microbiota-based drug research is ongoing, and some anti-tumor studies have entered the clinical trial stage. Conclusions The abundance and proportion of intestinal microorganisms influence the susceptibility of tumors to tumor immunotherapy. This article reviewed the effects and mechanisms of gut microbes on tumor immunotherapy to further explore the medical value of gut microbes in tumor immunotherapy.
Collapse
Affiliation(s)
- Yaodong Sang
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Kexin Zheng
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
| | - Yulong Zhao
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Yuan Liu
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
| | - Siqiang Zhu
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Xiaozhou Xie
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Liang Shang
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
| | - Jin Liu
- Department of Gastroenterology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Leping Li
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
| |
Collapse
|
4
|
Casagrande S, Sopetto GB, Bertalot G, Bortolotti R, Racanelli V, Caffo O, Giometto B, Berti A, Veccia A. Immune-Related Adverse Events Due to Cancer Immunotherapy: Immune Mechanisms and Clinical Manifestations. Cancers (Basel) 2024; 16:1440. [PMID: 38611115 PMCID: PMC11011060 DOI: 10.3390/cancers16071440] [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: 03/03/2024] [Revised: 04/02/2024] [Accepted: 04/03/2024] [Indexed: 04/14/2024] Open
Abstract
The landscape of cancer treatment has undergone a significant transformation with the introduction of Immune Checkpoint Inhibitors (ICIs). Patients undergoing these treatments often report prolonged clinical and radiological responses, albeit with a potential risk of developing immune-related adverse events (irAEs). Here, we reviewed and discussed the mechanisms of action of ICIs and their pivotal role in regulating the immune system to enhance the anti-tumor immune response. We scrutinized the intricate pathogenic mechanisms responsible for irAEs, arising from the evasion of self-tolerance checkpoints due to drug-induced immune modulation. We also summarized the main clinical manifestations due to irAEs categorized by organ types, detailing their incidence and associated risk factors. The occurrence of irAEs is more frequent when ICIs are combined; with neurological, cardiovascular, hematological, and rheumatic irAEs more commonly linked to PD1/PD-L1 inhibitors and cutaneous and gastrointestinal irAEs more prevalent with CTLA4 inhibitors. Due to the often-nonspecific signs and symptoms, the diagnosis of irAEs (especially for those rare ones) can be challenging. The differential with primary autoimmune disorders becomes sometimes intricate, given the clinical and pathophysiological similarities. In conclusion, considering the escalating use of ICIs, this area of research necessitates additional clinical studies and practical insights, especially the development of biomarkers for predicting immune toxicities. In addition, there is a need for heightened education for both clinicians and patients to enhance understanding and awareness.
Collapse
Affiliation(s)
- Silvia Casagrande
- Unit of Neurology, Rovereto Hospital, Azienda Provinciale per i Servizi Sanitari-APSS, 38122 Trento, Italy; (S.C.); (B.G.)
| | - Giulia Boscato Sopetto
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38122 Trento, Italy; (G.B.S.); (G.B.); (V.R.)
| | - Giovanni Bertalot
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38122 Trento, Italy; (G.B.S.); (G.B.); (V.R.)
- Center for Medical Sciences (CISMed), University of Trento, 38122 Trento, Italy
- Multizonal Unit of Pathology, APSS, 38122 Trento, Italy
| | - Roberto Bortolotti
- Unit of Rheumatology, Santa Chiara Regional Hospital, APSS, 38122 Trento, Italy;
| | - Vito Racanelli
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38122 Trento, Italy; (G.B.S.); (G.B.); (V.R.)
- Center for Medical Sciences (CISMed), University of Trento, 38122 Trento, Italy
- Unit of Internal Medicine, Santa Chiara Regional Hospital, APSS, 38122 Trento, Italy
| | - Orazio Caffo
- Unit of Oncology, Santa Chiara Regional Hospital, APSS, 38122 Trento, Italy; (O.C.); (A.V.)
| | - Bruno Giometto
- Unit of Neurology, Rovereto Hospital, Azienda Provinciale per i Servizi Sanitari-APSS, 38122 Trento, Italy; (S.C.); (B.G.)
- Center for Medical Sciences (CISMed), University of Trento, 38122 Trento, Italy
- Department of Psychology and Cognitive Sciences (DIPSCO), University of Trento, 38122 Trento, Italy
| | - Alvise Berti
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38122 Trento, Italy; (G.B.S.); (G.B.); (V.R.)
- Center for Medical Sciences (CISMed), University of Trento, 38122 Trento, Italy
- Unit of Rheumatology, Santa Chiara Regional Hospital, APSS, 38122 Trento, Italy;
| | - Antonello Veccia
- Unit of Oncology, Santa Chiara Regional Hospital, APSS, 38122 Trento, Italy; (O.C.); (A.V.)
| |
Collapse
|
5
|
Meléndez-Vázquez NM, Nguyen TT, Fan X, López-Rivas AR, Fueyo J, Gomez-Manzano C, Godoy-Vitorino F. Gut microbiota composition is associated with the efficacy of Delta-24-RGDOX in malignant gliomas. MOLECULAR THERAPY. ONCOLOGY 2024; 32:200787. [PMID: 38596290 PMCID: PMC10951704 DOI: 10.1016/j.omton.2024.200787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 02/13/2024] [Accepted: 02/26/2024] [Indexed: 04/11/2024]
Abstract
Glioblastoma, the most common primary brain tumor, has a 6.8% survival rate 5 years post diagnosis. Our team developed an oncolytic adenovirus with an OX-40L expression cassette named Delta-24-RGDOX. While studies have revealed the interaction between the gut microbiota and immunotherapy agents, there are no studies linking the gut microbiota with viroimmunotherapy efficacy. We hypothesize that gut bacterial signatures will be associated with oncolytic viral therapy efficacy. To test this hypothesis, we evaluated the changes in gut microbiota in two mouse cohorts: (1) GSC-005 glioblastoma-bearing mice treated orally with indoximod, an immunotherapeutic agent, or with Delta-24-RGDOX by intratumoral injection and (2) a mouse cohort harboring GL261-5 tumors used to mechanistically evaluate the importance of CD4+ T cells in relation to viroimmunotherapy efficacy. Microbiota assessment indicated significant differences in the structure of the gut bacterial communities in viroimmunotherapy-treated animals with higher survival compared with control or indoximod-treated animals. Moreover, viroimmunotherapy-treated mice with prolonged survival had a higher abundance of Bifidobacterium. The CD4+ T cell depletion was associated with gut dysbiosis, lower mouse survival, and lower antitumor efficacy of the therapy. These findings suggest that microbiota modulation along the gut-glioma axis contributes to the clinical efficacy and patient survival of viroimmunotherapy treated animals.
Collapse
Affiliation(s)
- Natalie M. Meléndez-Vázquez
- Department of Microbiology and Medical Zoology, University of Puerto Rico, School of Medicine, Medical Sciences Campus, San Juan 00918 PR, USA
| | - Teresa T. Nguyen
- Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Xuejun Fan
- Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Andrés R. López-Rivas
- Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Juan Fueyo
- Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Candelaria Gomez-Manzano
- Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Filipa Godoy-Vitorino
- Department of Microbiology and Medical Zoology, University of Puerto Rico, School of Medicine, Medical Sciences Campus, San Juan 00918 PR, USA
| |
Collapse
|
6
|
Lin X, Xie M, Yao J, Ma X, Qin L, Zhang X, Song J, Bao X, Zhang X, Zhang Y, Liu Y, Han W, Liang Y, Jing Y, Xue X. Immune-related adverse events in non-small cell lung cancer: Occurrence, mechanisms and therapeutic strategies. Clin Transl Med 2024; 14:e1613. [PMID: 38451000 PMCID: PMC10918746 DOI: 10.1002/ctm2.1613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 02/13/2024] [Accepted: 02/18/2024] [Indexed: 03/08/2024] Open
Abstract
The emergence of immune checkpoint inhibitors (ICIs) has heralded a transformative era in the therapeutic landscape of non-small cell lung cancer (NSCLC). While ICIs have demonstrated clinical efficacy in a portion of patients with NSCLC, these treatments concurrently precipitate a spectrum of immune-related adverse events (irAEs), encompassing mild to severe manifestations, collectively posing a risk of significant organ damage. Consequently, there exists an imperative to augment our comprehension of the pathophysiological underpinnings of irAEs and to formulate more efficacious preventive and ameliorative strategies. In this comprehensive review, we delineate the clinical presentation of organ-specific irAEs in patients with NSCLC and provide an in-depth analysis of recent advancements in understanding the mechanisms driving ICI-induced toxicity. Furthermore, we discuss potential strategies and targets for ameliorating these irAEs. Ultimately, this review aims to furnish valuable insights to guide further research endeavours in the context of irAEs in NSCLC patients.
Collapse
Affiliation(s)
- Xuwen Lin
- Department of Respiratory and Critical CareEmergency and Critical Care Medical CenterBeijing Shijitan HospitalCapital Medical UniversityBeijingChina
| | - Mei Xie
- Department of Respiratory and Critical CareChinese PLA General HospitalBeijingChina
| | - Jie Yao
- Department of Respiratory and Critical CareEmergency and Critical Care Medical CenterBeijing Shijitan HospitalCapital Medical UniversityBeijingChina
| | - Xidong Ma
- Department of Respiratory and Critical CareEmergency and Critical Care Medical CenterBeijing Shijitan HospitalCapital Medical UniversityBeijingChina
| | - Lin Qin
- Department of Endoscopic Diagnosis and TreatmentTuberculosis and Thoracic Tumor InstituteBeijing Chest HospitalCapital Medical UniversityBeijingChina
| | - Xu‐Mei Zhang
- Department of PathologyAffiliated Hospital of Weifang Medical UniversityWeifangShandongChina
| | - Jialin Song
- Department of Respiratory and Critical CareShandong Second Medical UniversityShandongChina
| | - Xinyu Bao
- Department of Respiratory and Critical CareShandong Second Medical UniversityShandongChina
| | - Xin Zhang
- Department of Respiratory and Critical CareShandong Second Medical UniversityShandongChina
| | - Yinguang Zhang
- Department of Thoracic SurgeryBeijing Tiantan HospitalCapital Medical UniversityBeijingChina
| | - Yiming Liu
- Department of Thoracic SurgeryChinese PLA General HospitalBeijingChina
| | - Wenya Han
- Department of Respiratory and Critical CareTaihe HospitalHubei University of MedicineShiyanChina
| | - Yiran Liang
- Department of Respiratory and Critical CareEmergency and Critical Care Medical CenterBeijing Shijitan HospitalCapital Medical UniversityBeijingChina
| | - Ying Jing
- Center for Intelligent MedicineGreater Bay Area Institute of Precision Medicine (Guangzhou)School of Life SciencesFudan UniversityGuangzhouGuangdongChina
| | - Xinying Xue
- Department of Respiratory and Critical CareEmergency and Critical Care Medical CenterBeijing Shijitan HospitalCapital Medical UniversityBeijingChina
- Department of Respiratory and Critical CareShandong Second Medical UniversityShandongChina
| |
Collapse
|
7
|
Wang J, Yu Y, Raheem A, Guo Y, Ma Q, Lu D. The distribution characteristics of aerosol bacteria in different types of sheepfolds. Front Vet Sci 2024; 11:1348850. [PMID: 38420208 PMCID: PMC10900508 DOI: 10.3389/fvets.2024.1348850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Accepted: 01/19/2024] [Indexed: 03/02/2024] Open
Abstract
With the development of modern sheep raising technology, the increasing density of animals in sheep house leads to the accumulation of microbial aerosols in sheep house. It is an important prerequisite to grasp the characteristics of bacteria in aerosols in sheep house to solve the problems of air pollution and disease prevention and control in sheep house. In this study, the microorganisms present in the air of sheep houses were investigated to gain insights into the structure of bacterial communities and the prevalence of pathogenic bacteria. Samples from six sheep pens in each of three sheep farms, totaling 18, were collected in August 2022 from Ningxia province, China. A high-volume air sampler was utilized for aerosol collection within the sheep housing followed by DNA extraction for 16S rRNA sequencing. Employing high-throughput 16S rRNA sequencing technology, we conducted an in-depth analysis of microbial populations in various sheep pen air samples, enabling us to assess the community composition and diversity. The results revealed a total of 11,207 operational taxonomic units (OTUs) within the bacterial population across the air samples, encompassing 152 phyla, 298 classes, 517 orders, 853 families, 910 genera, and 482 species. Alpha diversity and beta diversity analysis indicated that differences in species diversity, evenness and coverage between different samples. At the bacterial phylum level, the dominant bacterial groups are Firmicutes, Proteobacteria, and Actinobacteria, among which Firmicutes (97.90-98.43%) is the highest. At the bacterial genus level, bacillus, Bacteroides, Fusobacterium, etc. had higher abundance, with Bacillus (85.47-89.87%) being the highest. Through an in-depth analysis of microbial diversity and a meticulous examination of pathogenic bacteria with high abundance in diverse sheep house air samples, the study provided valuable insights into the microbial diversity, abundance, and distinctive features of prevalent pathogenic bacteria in sheep house air. These findings serve as a foundation for guiding effective disease prevention and control strategies within sheep farming environments.
Collapse
Affiliation(s)
- Jiandong Wang
- Institute of Animal Science, NingXia Academy of Agricultural and Forestry Sciences, Yinchuan, China
| | - Youli Yu
- Institute of Animal Science, NingXia Academy of Agricultural and Forestry Sciences, Yinchuan, China
| | - Abdul Raheem
- National Key Laboratory of Agricultural Microbiology, Huazhong Agricultural University, Wuhan, China
| | - Yanan Guo
- Institute of Animal Science, NingXia Academy of Agricultural and Forestry Sciences, Yinchuan, China
| | - Qing Ma
- Institute of Animal Science, NingXia Academy of Agricultural and Forestry Sciences, Yinchuan, China
| | - Doukun Lu
- National Key Laboratory of Agricultural Microbiology, Huazhong Agricultural University, Wuhan, China
| |
Collapse
|
8
|
Feng Z, Liao M, Bai J, Li Y, Chen Y, Zhang L, Guo X, Li L, Zhang L. Exploring the causal relationship between gut microbiota and multiple myeloma risk based on Mendelian randomization and biological annotation. Front Microbiol 2024; 15:1310444. [PMID: 38410384 PMCID: PMC10895040 DOI: 10.3389/fmicb.2024.1310444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 01/15/2024] [Indexed: 02/28/2024] Open
Abstract
Introduction The microbial genome-wide association studies (mbGWAS) have highlighted significant host-microbiome interactions based on microbiome heritability. However, establishing causal relationships between particular microbiota and multiple myeloma (MM) remains challenging due to limited sample sizes. Methods Gut microbiota data from a GWAS with 18,340 participants and MM summary statistics from 456,348 individuals. The inverse variance-weighted (IVW) method was used as the main bidirectional Mendelian randomization (MR) analysis. To assess the robustness of our results, we further performed supplementary analyses, including MR pleiotropy residual sum and outlier (MR-PRESSO) test, MR-Egger, Weighted median, Simple mode, and Weighted mode. Moreover, a backward MR analysis was conducted to investigate the potential for reverse causation. Finally, gene and gene-set-based analyses were then conducted to explore the common biological factors connecting gut microbiota and MM. Results We discovered that 10 gut microbial taxa were causally related to MM risk. Among them, family Acidaminococcaceae, Bacteroidales family S24-7, family Porphyromonadaceae, genus Eubacterium ruminantium group, genus Parabacteroides, and genus Turicibacter were positively correlated with MM. Conversely, class Verrucomicrobia, family Verrucomicrobiaceae, genus Akkermansia, and order Verrucomicrobiales were negatively correlated with MM. The heterogeneity test revealed no Heterogeneity. MR-Egger and MR-PRESSO tests showed no significant horizontal pleiotropy. Importantly, leave-one-out analysis confirmed the robustness of MR results. In the backward MR analysis, no statistically significant associations were discovered between MM and 10 gut microbiota taxa. Lastly, we identified novel host-microbiome shared genes (AUTS2, CDK2, ERBB3, IKZF4, PMEL, SUOX, and RAB5B) that are associated with immunoregulation and prognosis in MM through biological annotation. Discussion Overall, this study provides evidence supporting a potential causal relationship between gut microbiota and MM risk, while also revealing novel host-microbiome shared genes relevant to MM immunoregulation and clinical prognosis.
Collapse
Affiliation(s)
- Zuxi Feng
- Department of Hematology, Lanzhou University Second Hospital, Lanzhou, China
| | - Minjing Liao
- Second Clinical Medical College, Lanzhou University, Lanzhou, China
| | - Jun Bai
- Key Laboratory of the Hematology of Gansu Province, Lanzhou University Second Hospital, Lanzhou University, Lanzhou, China
| | - Yanhong Li
- Key Laboratory of the Hematology of Gansu Province, Lanzhou University Second Hospital, Lanzhou University, Lanzhou, China
| | - Yue Chen
- Department of Hematology, Lanzhou University Second Hospital, Lanzhou, China
| | - Li Zhang
- Department of Hematology, Lanzhou University Second Hospital, Lanzhou, China
| | - Xuege Guo
- Department of Hematology, Lanzhou University Second Hospital, Lanzhou, China
| | - Lijuan Li
- Department of Hematology, Lanzhou University Second Hospital, Lanzhou, China
| | - Liansheng Zhang
- Department of Hematology, Lanzhou University Second Hospital, Lanzhou, China
| |
Collapse
|
9
|
Ji H, Guo M, Yang F, Liang H, Wang Z, Chen Y, Zheng H, Miao M, Yuan W. Prenatal per- and polyfluoroalkyl substances exposure and gut microbiota of infants: A prospective cohort study. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2024; 270:115891. [PMID: 38159339 DOI: 10.1016/j.ecoenv.2023.115891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 12/22/2023] [Accepted: 12/23/2023] [Indexed: 01/03/2024]
Abstract
Prenatal exposure to per- and polyfluoroalkyl substances (PFASs) has been reported to be linked to a series of adverse health outcomes in mothers and their children. As the gut microbiota is a sensitive biomarker for assessing the toxicity of environmental contaminants, this study attempted to investigate whether prenatal PFASs exposure was associated with the gut microbiota of infants. Based on the Shanghai-Minhang Birth Cohort Study, this prospective cohort study included 69 mother-infant pairs. Fasting blood samples were collected from pregnant women for the PFASs assay. We collected fecal samples of infants at 1 year of age and analyzed the V3-V4 hypervariable region of the bacterial 16 S rRNA gene by high-throughput sequencing. Among the detected 11 PFASs, the concentration of perfluorooctanoic acid (22.19 ng/mL) was the highest, followed by perfluorooctane sulfonic acid (12.08 ng/mL). Compared with infants whose mothers' total PFASs concentrations during pregnancy were at the 40th percentile or lower (reference group), the species richness and diversity of microbiota were lower in infants prenatally exposed to a high level of PFASs (the sum of PFASs concentrations above the 60th percentile). Prenatal exposure to PFASs was associated with a higher proportion of Acidaminococcaceae, Acidaminococcus, Megamonas, Megasphaera micronuciformis and Megamonas funiformis in infants. The changes of the species have been suggested to be associated with immune and metabolic dysfunction in humans. Functional alterations of gut microbiota due to PFASs exposure were dominated by an enrichment of butanoate metabolism. Our preliminary findings may shed light on the potential role of the microbiota underlying the well-known impact of prenatal PFASs exposure on health outcomes of humans in later life.
Collapse
Affiliation(s)
- Honglei Ji
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, NHC Key Lab of Reproduction Regulation, Shanghai Institute for Biomedical and Pharmaceutical Technologies, Shanghai 200237, China
| | - Min Guo
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, NHC Key Lab of Reproduction Regulation, Shanghai Institute for Biomedical and Pharmaceutical Technologies, Shanghai 200237, China
| | - Fen Yang
- Department of Global Public Health, Karolinska Institutet, Sweden
| | - Hong Liang
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, NHC Key Lab of Reproduction Regulation, Shanghai Institute for Biomedical and Pharmaceutical Technologies, Shanghai 200237, China
| | - Ziliang Wang
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, NHC Key Lab of Reproduction Regulation, Shanghai Institute for Biomedical and Pharmaceutical Technologies, Shanghai 200237, China
| | - Yao Chen
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, NHC Key Lab of Reproduction Regulation, Shanghai Institute for Biomedical and Pharmaceutical Technologies, Shanghai 200237, China
| | - Huajun Zheng
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, NHC Key Lab of Reproduction Regulation, Shanghai Institute for Biomedical and Pharmaceutical Technologies, Shanghai 200237, China.
| | - Maohua Miao
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, NHC Key Lab of Reproduction Regulation, Shanghai Institute for Biomedical and Pharmaceutical Technologies, Shanghai 200237, China.
| | - Wei Yuan
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, NHC Key Lab of Reproduction Regulation, Shanghai Institute for Biomedical and Pharmaceutical Technologies, Shanghai 200237, China
| |
Collapse
|
10
|
Lúcio H, Anunciação P, da Silva B, da Silva A, Queiroz V, de Carvalho C, Pinheiro-Sant’Ana H, Martino H. Consumption of Extruded Sorghum SC319 Improved Gut Microbiota at Genus Level and Reduced Anthropometric Markers in Men with Overweight: A Randomized Controlled Clinical Trial. Nutrients 2023; 15:3786. [PMID: 37686818 PMCID: PMC10490362 DOI: 10.3390/nu15173786] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 07/31/2023] [Accepted: 08/28/2023] [Indexed: 09/10/2023] Open
Abstract
BACKGROUND Sorghum is a cereal source of energy, carbohydrates, resistant starch, proanthocyanidins, and 3-deoxyanthocyanins; it promotes satiety by slowing digestion and benefits intestinal health. OBJECTIVE This study investigated the effects of extruded sorghum SC319 consumption on intestinal health, weight loss, and inflammatory markers in men with overweight. METHODS This was a randomized, controlled, single-blind clinical trial. Twenty-one men were randomly allocated into one of two groups: the sorghum group (test), which received 40 g of extruded SC319 whole sorghum (n = 10), or the wheat group (control), which received 38 g of extruded whole wheat (n = 11) for eight weeks. RESULTS The sorghum consumption increased the weight loss intragroup, decreased the body fat percentage intergroup, and did not change inflammatory markers, while the wheat group had increased IL-6 levels compared to baseline. Short-chain fatty acid production, fecal pH, and α and β diversity indexes did not differ intra- and intergroup after interventions. However, sorghum consumption decreased genus levels of Clostridium_sensu_stricto 1, Dorea, and Odoribacter and increased CAG-873 and Turicibacter compared to baseline. Further, sorghum showed a tendency (p = 0.07) to decrease the proteobacteria phyla compared to wheat. CONCLUSION Extruded sorghum SC319 improved intestinal microbiota and body composition and promoted weight loss, demonstrating its prebiotic potential.
Collapse
Affiliation(s)
- Haira Lúcio
- Nutrition and Health Department, Federal University of Viçosa, Campus Universitário, Av. Purdue, s/n, Viçosa 36570-900, MG, Brazil; (H.L.); (P.A.); (B.d.S.); (A.d.S.); (H.P.-S.)
| | - Pamella Anunciação
- Nutrition and Health Department, Federal University of Viçosa, Campus Universitário, Av. Purdue, s/n, Viçosa 36570-900, MG, Brazil; (H.L.); (P.A.); (B.d.S.); (A.d.S.); (H.P.-S.)
| | - Barbara da Silva
- Nutrition and Health Department, Federal University of Viçosa, Campus Universitário, Av. Purdue, s/n, Viçosa 36570-900, MG, Brazil; (H.L.); (P.A.); (B.d.S.); (A.d.S.); (H.P.-S.)
| | - Alessandra da Silva
- Nutrition and Health Department, Federal University of Viçosa, Campus Universitário, Av. Purdue, s/n, Viçosa 36570-900, MG, Brazil; (H.L.); (P.A.); (B.d.S.); (A.d.S.); (H.P.-S.)
| | - Valéria Queiroz
- Embrapa Milho e Sorgo, Rote MG 424, Km 65, Sete Lagoas 35701-970, MG, Brazil;
| | - Carlos de Carvalho
- Embrapa Agroindústria de Alimentos, Av. das Américas, nº 29.501, Guaratiba, Rio de Janeiro 23020-470, RJ, Brazil;
| | - Helena Pinheiro-Sant’Ana
- Nutrition and Health Department, Federal University of Viçosa, Campus Universitário, Av. Purdue, s/n, Viçosa 36570-900, MG, Brazil; (H.L.); (P.A.); (B.d.S.); (A.d.S.); (H.P.-S.)
| | - Hercia Martino
- Nutrition and Health Department, Federal University of Viçosa, Campus Universitário, Av. Purdue, s/n, Viçosa 36570-900, MG, Brazil; (H.L.); (P.A.); (B.d.S.); (A.d.S.); (H.P.-S.)
| |
Collapse
|