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Bunyavanich S, Becker PM, Altman MC, Lasky-Su J, Ober C, Zengler K, Berdyshev E, Bonneau R, Chatila T, Chatterjee N, Chung KF, Cutcliffe C, Davidson W, Dong G, Fang G, Fulkerson P, Himes BE, Liang L, Mathias RA, Ogino S, Petrosino J, Price ND, Schadt E, Schofield J, Seibold MA, Steen H, Wheatley L, Zhang H, Togias A, Hasegawa K. Analytical challenges in omics research on asthma and allergy: A National Institute of Allergy and Infectious Diseases workshop. J Allergy Clin Immunol 2024; 153:954-968. [PMID: 38295882 PMCID: PMC10999353 DOI: 10.1016/j.jaci.2024.01.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 01/19/2024] [Accepted: 01/24/2024] [Indexed: 02/29/2024]
Abstract
Studies of asthma and allergy are generating increasing volumes of omics data for analysis and interpretation. The National Institute of Allergy and Infectious Diseases (NIAID) assembled a workshop comprising investigators studying asthma and allergic diseases using omics approaches, omics investigators from outside the field, and NIAID medical and scientific officers to discuss the following areas in asthma and allergy research: genomics, epigenomics, transcriptomics, microbiomics, metabolomics, proteomics, lipidomics, integrative omics, systems biology, and causal inference. Current states of the art, present challenges, novel and emerging strategies, and priorities for progress were presented and discussed for each area. This workshop report summarizes the major points and conclusions from this NIAID workshop. As a group, the investigators underscored the imperatives for rigorous analytic frameworks, integration of different omics data types, cross-disciplinary interaction, strategies for overcoming current limitations, and the overarching goal to improve scientific understanding and care of asthma and allergic diseases.
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Affiliation(s)
| | - Patrice M Becker
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Md
| | | | - Jessica Lasky-Su
- Brigham & Women's Hospital and Harvard Medical School, Boston, Mass
| | | | | | | | | | - Talal Chatila
- Boston Children's Hospital and Harvard Medical School, Boston, Mass
| | | | | | | | - Wendy Davidson
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Md
| | - Gang Dong
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Md
| | - Gang Fang
- Icahn School of Medicine at Mount Sinai, New York, NY
| | - Patricia Fulkerson
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Md
| | | | - Liming Liang
- Harvard T. H. Chan School of Public Health, Boston, Mass
| | | | - Shuji Ogino
- Brigham & Women's Hospital and Harvard Medical School, Boston, Mass; Harvard T. H. Chan School of Public Health, Boston, Mass; Broad Institute of MIT and Harvard, Boston, Mass
| | | | | | - Eric Schadt
- Icahn School of Medicine at Mount Sinai, New York, NY
| | | | - Max A Seibold
- National Jewish Health, Denver, Colo; University of Colorado School of Medicine, Aurora, Colo
| | - Hanno Steen
- Boston Children's Hospital and Harvard Medical School, Boston, Mass
| | - Lisa Wheatley
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Md
| | - Hongmei Zhang
- School of Public Health, University of Memphis, Memphis, Tenn
| | - Alkis Togias
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Md
| | - Kohei Hasegawa
- Massachusetts General Hospital and Harvard Medical School, Boston, Mass
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Chappell CL, Hoffman KL, Lorenzi PL, Tan L, Petrosino J, Gibbs R, Muzny D, Doddapaneni H, Ross MC, Menon VK, Surathu A, Javornik Cregeen SJ, Reyes AG, Okhuysen PC. Tryptophan Metabolites And Their Predicted Microbial Sources In Fecal Samples From Healthy Individuals. bioRxiv 2024:2023.12.20.572622. [PMID: 38187744 PMCID: PMC10769349 DOI: 10.1101/2023.12.20.572622] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2024]
Abstract
Gut microbiota produce tryptophan metabolites (TMs) important to homeostasis. However, measuring TM levels in stool and determining their microbial sources can be difficult. Here, we measured TMs from the indole pathway in fecal samples from 21 healthy adults with the goal to: 1) determine fecal TM concentrations in healthy individuals; 2) link TM levels to bacterial abundance using 16S and whole genome shotgun (WGS) sequencing data; and 3) predict likely bacterial sources of TM production. Within our samples, we identified 151 genera (16S) and 592 bacterial species (WGS). Eight TMs were found in ≥17 fecal samples, including four in all persons. To our knowledge, we are the first to report fecal levels for indole-3-lactate, indole-3-propionate, and 3-indoleacrylate levels in healthy persons. Overall, indole, indole-3-acetate (IAA), and skatole accounted for 86% of the eight TMs measured. Significant correlations were found between seven TMs and 29 bacterial species. Predicted multiple TM sources support the notion of a complex network of TM production and regulation. Further, the data suggest key roles for Collinsella aerofaciens and IAA, a metabolite reported to maintain intestinal homeostasis through enhanced barrier integrity and anti-inflammatory/antioxidant activities. These findings extend our understanding of TMs and their relationship to the microbial species that act as effectors and/or regulators in the healthy intestine and may lead to novel strategies designed to manipulate tryptophan metabolism to prevent disease and/or restore health to the dysbiotic gut.
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Chandra V, Li L, Le Roux O, Zhang Y, Howell RM, Rupani DN, Baydogan S, Miller HD, Riquelme E, Petrosino J, Kim MP, Bhat KPL, White JR, Kolls JK, Pylayeva-Gupta Y, McAllister F. Gut epithelial Interleukin-17 receptor A signaling can modulate distant tumors growth through microbial regulation. Cancer Cell 2024; 42:85-100.e6. [PMID: 38157865 DOI: 10.1016/j.ccell.2023.12.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 04/05/2023] [Accepted: 12/07/2023] [Indexed: 01/03/2024]
Abstract
Microbes influence cancer initiation, progression and therapy responsiveness. IL-17 signaling contributes to gut barrier immunity by regulating microbes but also drives tumor growth. A knowledge gap remains regarding the influence of enteric IL-17-IL-17RA signaling and their microbial regulation on the behavior of distant tumors. We demonstrate that gut dysbiosis induced by systemic or gut epithelial deletion of IL-17RA induces growth of pancreatic and brain tumors due to excessive development of Th17, primary source of IL-17 in human and mouse pancreatic ductal adenocarcinoma, as well as B cells that circulate to distant tumors. Microbial dependent IL-17 signaling increases DUOX2 signaling in tumor cells. Inefficacy of pharmacological inhibition of IL-17RA is overcome with targeted microbial ablation that blocks the compensatory loop. These findings demonstrate the complexities of IL-17-IL-17RA signaling in different compartments and the relevance for accounting for its homeostatic host defense function during cancer therapy.
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Affiliation(s)
- Vidhi Chandra
- Department of Clinical Cancer Prevention, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Le Li
- Department of Clinical Cancer Prevention, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Olivereen Le Roux
- Department of Clinical Cancer Prevention, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yu Zhang
- Department of Clinical Cancer Prevention, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Rian M Howell
- Department of Clinical Cancer Prevention, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Dhwani N Rupani
- Department of Clinical Cancer Prevention, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Seyda Baydogan
- Department of Clinical Cancer Prevention, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Haiyan D Miller
- Department of Pediatrics and Department of Medicine, Tulane University School of Medicine, New Orleans, LA, USA
| | - Erick Riquelme
- Department of Clinical Cancer Prevention, University of Texas MD Anderson Cancer Center, Houston, TX, USA; Department of Respiratory Diseases, Faculty of Medicine, Pontifical Catholic University of Chile, Santiago, Chile
| | - Joseph Petrosino
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Michael P Kim
- Department of Surgical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Krishna P L Bhat
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | - Jay K Kolls
- Department of Pediatrics and Department of Medicine, Tulane University School of Medicine, New Orleans, LA, USA
| | - Yuliya Pylayeva-Gupta
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, NC, USA
| | - Florencia McAllister
- Department of Clinical Cancer Prevention, University of Texas MD Anderson Cancer Center, Houston, TX, USA; Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA; Department of Immunology, University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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Gitter A, Bauer C, Wu F, Ramphul R, Chavarria C, Zhang K, Petrosino J, Mezzari M, Gallegos G, Terwilliger AL, Clark JR, Feliz K, Avadhanula V, Piedra T, Weesner K, Maresso A, Mena KD. Assessment of a SARS-CoV-2 wastewater monitoring program in El Paso, Texas, from November 2020 to June 2022. Int J Environ Health Res 2024; 34:564-574. [PMID: 36595614 DOI: 10.1080/09603123.2022.2159017] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 12/12/2022] [Indexed: 06/17/2023]
Abstract
The border city of El Paso, Texas, and its water utility, El Paso Water, initiated a SARS-CoV-2 wastewater monitoring program to assess virus trends and the appropriateness of a wastewater monitoring program for the community. Nearly weekly sample collection at four wastewater treatment facilities (WWTFs), serving distinct regions of the city, was analyzed for SARS-CoV-2 genes using the CDC 2019-Novel coronavirus Real-Time RT-PCR diagnostic panel. Virus concentrations ranged from 86.7 to 268,000 gc/L, varying across time and at each WWTF. The lag time between virus concentrations in wastewater and reported COVID-19 case rates (per 100,00 population) ranged from 4-24 days for the four WWTFs, with the strongest trend occurring from November 2021 - June 2022. This study is an assessment of the utility of a geographically refined SARS-CoV-2 wastewater monitoring program to supplement public health efforts that will manage the virus as it becomes endemic in El Paso.
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Affiliation(s)
- Anna Gitter
- Department of Epidemiology, Human Genetics & Environmental Sciences, University of Texas Health Science Center at Houston School of Public Health, Houston, TX, USA
| | - Cici Bauer
- Department of Biostatistics and Data Science, University of Texas Health Science Center at Houston School of Public Health, Houston, TX, USA
| | - Fuqing Wu
- Department of Epidemiology, Human Genetics & Environmental Sciences, University of Texas Health Science Center at Houston School of Public Health, Houston, TX, USA
| | - Ryan Ramphul
- Department of Epidemiology, Human Genetics & Environmental Sciences, University of Texas Health Science Center at Houston School of Public Health, Houston, TX, USA
| | - Carlos Chavarria
- Department of Epidemiology, Human Genetics & Environmental Sciences, University of Texas Health Science Center at Houston School of Public Health, Houston, TX, USA
| | - Kehe Zhang
- Department of Biostatistics and Data Science, University of Texas Health Science Center at Houston School of Public Health, Houston, TX, USA
| | | | | | - Gabriela Gallegos
- Department of Management, Policy & Community Health, University of Texas Health Science Center at Houston School of Public Health, Houston, TX, USA
| | | | | | - Karen Feliz
- Baylor College of Medicine, Houston, TX, USA
| | | | - Tony Piedra
- Baylor College of Medicine, Houston, TX, USA
| | | | | | - Kristina D Mena
- Department of Epidemiology, Human Genetics & Environmental Sciences, University of Texas Health Science Center at Houston School of Public Health, Houston, TX, USA
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Brown EL, Essigmann HT, Hoffman KL, Petrosino J, Jun G, Brown SA, Aguilar D, Hanis CL. C-Reactive Protein Levels Correlate with Measures of Dysglycemia and Gut Microbiome Profiles. Curr Microbiol 2023; 81:45. [PMID: 38127093 DOI: 10.1007/s00284-023-03560-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2023] [Accepted: 11/14/2023] [Indexed: 12/23/2023]
Abstract
C-reactive protein (CRP) is a commonly used marker of low-grade inflammation as well as a marker of acute infection. CRP levels are elevated in those with diabetes and increased CRP concentrations are a risk factor for developing type 2 diabetes. Gut microbiome effects on metabolism and immune responses can impact chronic inflammation, including affecting CRP levels, that in turn can lead to the development and maintenance of dysglycemia. Using a high-sensitivity C-reactive protein (hsCRP) assay capable of detecting subtle changes in C-reactive protein, we show that higher hsCRP levels specifically correlate with worsening glycemia, reduced microbial richness and evenness, and with a reduction in the Firmicutes/Bacteroidota ratio. These data demonstrate a pivotal role for CRP not only in the context of worsening glycemia and changes to the gut microbiota, but also highlight CRP as a potential target for mitigating type 2 diabetes progression or as a therapeutic target that could be manipulated through the microbiome. Understanding these processes will provide insights into the etiology of type 2 diabetes in addition to opening doors leading to possible novel diagnostic strategies and therapeutics.
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Affiliation(s)
- Eric L Brown
- Center for Infectious Disease, Division of Epidemiology, Human Genetics, and Environmental Sciences, University of Texas Health Science Center, Houston, TX, 77030, USA.
| | - Heather T Essigmann
- Center for Infectious Disease, Division of Epidemiology, Human Genetics, and Environmental Sciences, University of Texas Health Science Center, Houston, TX, 77030, USA
| | - Kristi L Hoffman
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Joseph Petrosino
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Goo Jun
- Human Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, University of Texas Health Science Center, Houston, TX, 77030, USA
| | - Sharon A Brown
- The University of Texas at Austin School of Nursing, Austin, TX, 78712, USA
| | - David Aguilar
- LSU Health New Orleans School of Medicine, Cardiology, New Orleans, LA, 70112, USA
| | - Craig L Hanis
- Human Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, University of Texas Health Science Center, Houston, TX, 77030, USA
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Lee J, Peesh P, Quaicoe V, Tan C, Banerjee A, Mooz P, Ganesh BP, Petrosino J, Bryan RM, McCullough LD, Venna VR. Estradiol mediates colonic epithelial protection in aged mice after stroke and is associated with shifts in the gut microbiome. Gut Microbes 2023; 15:2271629. [PMID: 37910478 PMCID: PMC10730206 DOI: 10.1080/19490976.2023.2271629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 10/12/2023] [Indexed: 11/03/2023] Open
Abstract
The gut is a major source of bacteria and antigens that contribute to neuroinflammation after brain injury. Colonic epithelial cells (ECs) are responsible for secreting major cellular components of the innate defense system, including antimicrobial proteins (AMP) and mucins. These cells serve as a critical regulator of gut barrier function and maintain host-microbe homeostasis. In this study, we determined post-stroke host defense responses at the colonic epithelial surface in mice. We then tested if the enhancement of these epithelial protective mechanisms is beneficial in young and aged mice after stroke. AMPs were significantly increased in the colonic ECs of young males, but not in young females after experimental stroke. In contrast, mucin-related genes were enhanced in young females and contributed to mucus formation that maintains the distance between the host and gut bacteria. Bacterial community profiling was done using universal amplification of 16S rRNA gene sequences. The sex-specific colonic epithelial defense responses after stroke in young females were reversed with ovariectomy and led to a shift from a predominately mucin response to the enhanced AMP expression seen in males after stroke. Estradiol (E2) replacement prior to stroke in aged females increased mucin gene expression in the colonic ECs. Interestingly, we found that E2 treatment reduced stroke-associated neuronal hyperactivity in the insular cortex, a brain region that interacts with visceral organs such as the gut, in parallel to an increase in the composition of Lactobacillus and Bifidobacterium in the gut microbiota. This is the first study demonstrating sex differences in host defense mechanisms in the gut after brain injury.
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Affiliation(s)
- Juneyoung Lee
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Pedram Peesh
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Victoria Quaicoe
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Chunfeng Tan
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Anik Banerjee
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Patrick Mooz
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Bhanu P. Ganesh
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Joseph Petrosino
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Robert M. Bryan
- Department of Anesthesiology, Baylor College of Medicine, Houston, TX, USA
| | - Louise D. McCullough
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
- Department of Neurology, Memorial Hermann Hospital-Texas Medical Center, Houston, TX, USA
| | - Venugopal Reddy Venna
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
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Ismail HM, Perera D, Mandal R, DiMeglio LA, Evans-Molina C, Hannon T, Petrosino J, Javornick CreGreen S, Schmidt NW. Gut microbial changes associated with obesity in youth with type 1 diabetes. medRxiv 2023:2023.12.01.23299251. [PMID: 38076970 PMCID: PMC10705628 DOI: 10.1101/2023.12.01.23299251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/14/2024]
Abstract
Obesity is increasingly prevalent in type 1 diabetes (T1D) and is associated with management problems and higher risk for diabetes complications. Gut microbiome changes have been described separately in each of T1D and obesity, however, it is unknown to what extent gut microbiome changes are seen when obesity and T1D concomitantly occur. OBJECTIVE To describe the gut microbiome and microbial metabolite changes associated with obesity in T1D. We hypothesized significant gut microbial and metabolite differences between T1D youth who are lean (BMI: 5-<85%) vs. those with obesity (BMI: ≥95%). METHODS We analyzed stool samples for gut microbial (using metagenomic shotgun sequencing) and short-chain fatty acid (SCFA) metabolite differences in lean (n=27) and obese (n=21) T1D youth. The mean±SD age was 15.3±2.2yrs, A1c 7.8±1.3%, diabetes duration 5.1±4.4yrs, 42.0% females, and 94.0% were White. Linear discriminant analysis (LDA) effect size (LEfSe) was used to identify taxa that best discriminated between the BMI groups. RESULTS Bacterial community composition showed differences in species type (β-diversity) by BMI group (p=0.013). At the genus level, there was a higher ratio of Prevotella to Bacteroides in the obese group (p=0.0058). LEfSe analysis showed a differential distribution of significantly abundant taxa in either the lean or obese groups, including increased relative abundance of Prevotella copri , among other taxa in the obese group. Functional profiling showed that pathways associated with decreased insulin sensitivity were upregulated in the obese group. Stool SCFAs (acetate, propionate and butyrate) were higher in the obese compared to the lean group (p<0.05 for all). CONCLUSIONS Our findings identify gut microbiome, microbial metabolite and functional pathways differences associated with obesity in T1D. These findings could be helpful in identifying gut microbiome targeted therapies to manage obesity in T1D.
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Avadhanula V, Creighton C, Ferlic-Stark L, Sucgang R, Zhang Y, Nagaraj D, Nicholson E, Rajan A, Menon V, Doddapaneni H, Muzny D, Metcalf G, Cregeen SJ, Hoffman K, Gibbs R, Petrosino J, Piedra P. Longitudinal host transcriptional responses to SARS-CoV-2 infection in adults with extremely high viral load. Res Sq 2023:rs.3.rs-2978272. [PMID: 37333115 PMCID: PMC10274945 DOI: 10.21203/rs.3.rs-2978272/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
Current understanding of viral dynamics of SARS-CoV-2 and host responses driving the pathogenic mechanisms in COVID-19 is rapidly evolving. Here, we conducted a longitudinal study to investigate gene expression patterns during acute SARS-CoV-2 illness. Cases included SARS-CoV-2 infected individuals with extremely high viral loads early in their illness, individuals having low SARS-CoV-2 viral loads early in their infection, and individuals testing negative for SARS-CoV-2. We could identify widespread transcriptional host responses to SARS-CoV-2 infection that were initially most strongly manifested in patients with extremely high initial viral loads, then attenuating within the patient over time as viral loads decreased. Genes correlated with SARS-CoV-2 viral load over time were similarly differentially expressed across independent datasets of SARS-CoV-2 infected lung and upper airway cells, from both in vitro systems and patient samples. We also generated expression data on the human nose organoid model during SARS-CoV-2 infection. The human nose organoid-generated host transcriptional response captured many aspects of responses observed in the above patient samples, while suggesting the existence of distinct host responses to SARS-CoV-2 depending on the cellular context, involving both epithelial and cellular immune responses. Our findings provide a catalog of SARS-CoV-2 host response genes changing over time.
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Prado C, Espinoza A, Martínez-Hernández JE, Petrosino J, Riquelme E, Martin AJM, Pacheco R. GPR43 stimulation on TCRαβ + intraepithelial colonic lymphocytes inhibits the recruitment of encephalitogenic T-cells into the central nervous system and attenuates the development of autoimmunity. J Neuroinflammation 2023; 20:135. [PMID: 37264394 PMCID: PMC10233874 DOI: 10.1186/s12974-023-02815-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 05/22/2023] [Indexed: 06/03/2023] Open
Abstract
INTRODUCTION Gut microbiota plays a critical role in the regulation of immune homeostasis. Accordingly, several autoimmune disorders have been associated with dysbiosis in the gut microbiota. Notably, the dysbiosis associated with central nervous system (CNS) autoimmunity involves a substantial reduction of bacteria belonging to Clostridia clusters IV and XIVa, which constitute major producers of short-chain fatty acids (SCFAs). Here we addressed the role of the surface receptor-mediated effects of SCFAs on mucosal T-cells in the development of CNS autoimmunity. METHODS To induce CNS autoimmunity, we used the mouse model of experimental autoimmune encephalomyelitis (EAE) induced by immunization with the myelin oligodendrocyte glycoprotein (MOG)-derived peptide (MOG35-55 peptide). To address the effects of GPR43 stimulation on colonic TCRαβ+ T-cells upon CNS autoimmunity, mucosal lymphocytes were isolated and stimulated with a selective GPR43 agonist ex vivo and then transferred into congenic mice undergoing EAE. Several subsets of lymphocytes infiltrating the CNS or those present in the gut epithelium and gut lamina propria were analysed by flow cytometry. In vitro migration assays were conducted with mucosal T-cells using transwells. RESULTS Our results show a sharp and selective reduction of intestinal propionate at the peak of EAE development, accompanied by increased IFN-γ and decreased IL-22 in the colonic mucosa. Further analyses indicated that GPR43 was the primary SCFAs receptor expressed on T-cells, which was downregulated on colonic TCRαβ+ T-cells upon CNS autoimmunity. The pharmacologic stimulation of GPR43 increased the anti-inflammatory function and reduced the pro-inflammatory features in several TCRαβ+ T-cell subsets in the colonic mucosa upon EAE development. Furthermore, GPR43 stimulation induced the arrest of CNS-autoreactive T-cells in the colonic lamina propria, thus avoiding their infiltration into the CNS and dampening the disease development. Mechanistic analyses revealed that GPR43-stimulation on mucosal TCRαβ+ T-cells inhibits their CXCR3-mediated migration towards CXCL11, which is released from the CNS upon neuroinflammation. CONCLUSIONS These findings provide a novel mechanism involved in the gut-brain axis by which bacterial-derived products secreted in the gut mucosa might control the CNS tropism of autoreactive T-cells. Moreover, this study shows GPR43 expressed on T-cells as a promising therapeutic target for CNS autoimmunity.
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Affiliation(s)
- Carolina Prado
- Laboratorio de Neuroinmunología, Centro Científico y Tecnológico de Excelencia Ciencia & Vida, Fundación Ciencia & Vida, Avenida Del Valle Norte #725, 8580702, Huechuraba, Santiago, Chile.
- Facultad de Medicina y Ciencia, Universidad San Sebastián, 7510156, Providencia, Santiago, Chile.
| | - Alexandra Espinoza
- Laboratorio de Neuroinmunología, Centro Científico y Tecnológico de Excelencia Ciencia & Vida, Fundación Ciencia & Vida, Avenida Del Valle Norte #725, 8580702, Huechuraba, Santiago, Chile
| | - J Eduardo Martínez-Hernández
- Laboratorio de Redes Biológicas, Centro Científico y Tecnológico de Excelencia Ciencia & Vida, Fundación Ciencia & Vida, Avenida Del Valle Norte #725, 8580702, Huechuraba, Santiago, Chile
- Agriaquaculture Nutritional Genomic Center, Temuco, Chile
| | - Joseph Petrosino
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Erick Riquelme
- Respiratory Diseases Department, Faculty of Medicine, Pontifical Catholic University of Chile, Santiago, Chile
| | - Alberto J M Martin
- Laboratorio de Redes Biológicas, Centro Científico y Tecnológico de Excelencia Ciencia & Vida, Fundación Ciencia & Vida, Avenida Del Valle Norte #725, 8580702, Huechuraba, Santiago, Chile
- Escuela de Ingeniería, Facultad de Ingeniería Arquitectura y Diseño, Universidad San Sebastián, Providencia, Chile
| | - Rodrigo Pacheco
- Laboratorio de Neuroinmunología, Centro Científico y Tecnológico de Excelencia Ciencia & Vida, Fundación Ciencia & Vida, Avenida Del Valle Norte #725, 8580702, Huechuraba, Santiago, Chile.
- Facultad de Medicina y Ciencia, Universidad San Sebastián, 7510156, Providencia, Santiago, Chile.
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Avadhanula V, Creighton CJ, Ferlic-Stark L, Sucgang R, Zhang Y, Nagaraj D, Nicholson EG, Rajan A, Menon VK, Doddapaneni H, Muzny DM, Metcalf G, Cregeen SJJ, Hoffman KL, Gibbs RA, Petrosino J, Piedra PA. Longitudinal host transcriptional responses to SARS-CoV-2 infection in adults with extremely high viral load. bioRxiv 2023:2023.05.24.542181. [PMID: 37292999 PMCID: PMC10245966 DOI: 10.1101/2023.05.24.542181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Current understanding of viral dynamics of SARS-CoV-2 and host responses driving the pathogenic mechanisms in COVID-19 is rapidly evolving. Here, we conducted a longitudinal study to investigate gene expression patterns during acute SARS-CoV-2 illness. Cases included SARS-CoV-2 infected individuals with extremely high viral loads early in their illness, individuals having low SARS-CoV-2 viral loads early in their infection, and individuals testing negative for SARS-CoV-2. We could identify widespread transcriptional host responses to SARS-CoV-2 infection that were initially most strongly manifested in patients with extremely high initial viral loads, then attenuating within the patient over time as viral loads decreased. Genes correlated with SARS-CoV-2 viral load over time were similarly differentially expressed across independent datasets of SARS-CoV-2 infected lung and upper airway cells, from both in vitro systems and patient samples. We also generated expression data on the human nose organoid model during SARS-CoV-2 infection. The human nose organoid-generated host transcriptional response captured many aspects of responses observed in the above patient samples, while suggesting the existence of distinct host responses to SARS-CoV-2 depending on the cellular context, involving both epithelial and cellular immune responses. Our findings provide a catalog of SARS-CoV-2 host response genes changing over time.
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Affiliation(s)
- Vasanthi Avadhanula
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Chad J. Creighton
- Dan L. Duncan Comprehensive Cancer Center Division of Biostatistics, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Medicine, Baylor College of Medicine, Houston, TX 77030, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Laura Ferlic-Stark
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Richard Sucgang
- Center for Health Data Science and Analytics, Houston Methodist Research Institute, Houston, TX 77030, USA
| | - Yiqun Zhang
- Dan L. Duncan Comprehensive Cancer Center Division of Biostatistics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Divya Nagaraj
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Erin G. Nicholson
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, 77030, USA
- Department of Pediatrics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Anubama Rajan
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Vipin Kumar Menon
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Harshavardhan Doddapaneni
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Donna Marie Muzny
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Ginger Metcalf
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, USA
| | | | - Kristi Louise Hoffman
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Richard A Gibbs
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Joseph Petrosino
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Pedro A Piedra
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, 77030, USA
- Department of Pediatrics, Baylor College of Medicine, Houston, TX, 77030, USA
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11
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Rahal Z, Peng F, Liu Y, Ross MC, Sinjab A, Liang K, Feng J, Chukwuocha CO, Sharma M, Tang E, Abaya C, Petrosino J, Fujimoto J, Moghaddam SJ, Wang L, Hoffman KL, Kadara H. Abstract 2883: Gut microbiome dysbiosis promotes immune suppression and lung cancer development. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-2883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
Abstract
Abstract
Mounting evidence supports synergistic roles for the gut microbiome in cancer progression. Yet, the interplay between the gut microbiome and immune responses in cancer is still poorly understood. We recently showed that gut microbiome changes are closely associated with development of Kras-mutant lung adenocarcinoma (KM-LUAD) in a human-relevant, tobacco-associated mouse model (Gprc5a-/-; G). Knockout of the antimicrobial protein Lcn2 in these mice (Gprc5a-/-/Lcn2-/-; GL) further reduced microbial diversity while enhancing inflammation and tumor development. We thus hypothesized that microbial dysbiosis in the gut, such as that incurred by loss of Lcn2, may exacerbate LUAD development. Here, we investigated the effects of gut microbiome modulation on LUAD pathogenesis using fecal microbiota transfer (FMT) in both syngeneic and tobacco carcinogenesis models. Syngeneic G mice (transplant of G LUAD cells) that received FMT from GL donors (G < GL) exhibited significantly increased tumor growth relative to littermates with FMT from G mice (G < G). These effects were recapitulated in an independent syngeneic model (KrasG12D LKR13 cells in wild type mice). Tobacco carcinogen-exposed G < GL mice also exhibited increased lung tumor development compared with similarly exposed G < G littermates. 16S rDNA-Seq analysis of fecal pellets revealed significant differences in gut beta diversity between syngeneic G < G and G < GL mice. G < GL mice additionally displayed elevated relative abundance of tumor-promoting Alistipes, while Ruminoccocus and Akkermansia, taxa associated with favorable response to immunotherapy, were reduced. We next performed single-cell RNA-sequencing to comprehensively probe the tumor immune microenvironment (TIME) and the immune milieu near the gut of tumors and mesenteric lymph nodes (MLNs), respectively. The TIME in G < GL mice displayed an overall enhanced immunosuppressive phenotype evidenced by prominently increased fractions of T regulatory and Cd4+ Izumo1r+ exhausted T cells and, conversely, reduced levels of activated Isg15+ Cd8a+ T cells. MLNs from G < GL mice showed markedly increased fractions of memory B cells expressing the immunosuppressor Bank1 and reduced levels of follicular B cells and Cd8a+ Clec9a+ class 1 dendritic cells (cDC1). Flow cytometry further showed enhanced immunosuppression in G < GL relative to G < G mice, including increased fractions of myeloid-derived suppressor cells in the TIME of the former group. Our findings show that gut microbiome dysbiosis fosters lung cancer development by promoting immunosuppression, perhaps via a local and systemic gut microbiota-immune system crosstalk. Modulating the gut microbiome may be a promising strategy for interception or early treatment of lung cancer.
Citation Format: Zahraa Rahal, Fuduan Peng, Yuejiang Liu, Matthew C. Ross, Ansam Sinjab, Ke Liang, Jiping Feng, Chidera O. Chukwuocha, Manvi Sharma, Elizabeth Tang, Camille Abaya, Joseph Petrosino, Junya Fujimoto, Seyed Javad Moghaddam, Linghua Wang, Kristi L. Hoffman, Humam Kadara. Gut microbiome dysbiosis promotes immune suppression and lung cancer development [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 2883.
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Affiliation(s)
| | | | | | | | | | - Ke Liang
- 1UT MD Anderson Cancer Center, Houston, TX
| | | | | | | | - Elizabeth Tang
- 3University of Illinois at Urbana-Champaign, Chicago, IL
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Rohr JC, Bourassa KA, Thompson DS, Fowler JC, Frueh BC, Weinstein BL, Petrosino J, Madan A. History of childhood physical abuse is associated with gut microbiota diversity among adult psychiatric inpatients. J Affect Disord 2023; 331:50-56. [PMID: 36933668 DOI: 10.1016/j.jad.2023.03.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 03/03/2023] [Accepted: 03/11/2023] [Indexed: 03/20/2023]
Abstract
BACKGROUND Traumatic life events are associated with the development of psychiatric and chronic medical illnesses. This exploratory study examined the relationship between traumatic life events and the gut microbiota among adult psychiatric inpatients. METHODS 105 adult psychiatric inpatients provided clinical data and a single fecal sample shortly after admission. A modified version of the Stressful Life Events Screening Questionnaire was used to quantify history of traumatic life events. 16S rRNA gene sequencing was used to analyze the gut microbial community. RESULTS Gut microbiota diversity was not associated with overall trauma score or any of the three trauma factor scores. Upon item-level analysis, history of childhood physical abuse was uniquely associated with beta diversity. Linear Discriminant Analysis Effect Size (LefSe) analyses revealed that childhood physical abuse was associated with abundance of distinct bacterial taxa associated with inflammation. LIMITATIONS This study did not account for dietary differences, though diet was highly restricted as all participants were psychiatric inpatients. Absolute variance accounted for by the taxa was small though practically meaningful. The study was not powered for full subgroup analysis based on race and ethnicity. CONCLUSIONS This study is among the first to demonstrate a relationship between childhood physical abuse and gut microbiota composition among adult psychiatric patients. These findings suggest that early childhood adverse events may have long-conferred systemic consequences. Future efforts may target the gut microbiota for the prevention and/or treatment of psychiatric and medical risk associated with traumatic life events.
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Affiliation(s)
- Jessica C Rohr
- Department of Psychiatry & Behavioral Health, Houston Methodist, Houston, TX, USA.
| | - Katelynn A Bourassa
- Department of Psychiatry & Behavioral Health, Houston Methodist, Houston, TX, USA
| | - Dominique S Thompson
- Department of Psychiatry & Behavioral Health, Houston Methodist, Houston, TX, USA; Department of Molecular Virology & Microbiology, Alkek Center for Metagenomics and Microbiome Research, Baylor College of Medicine, Houston, TX, USA
| | - J Christopher Fowler
- Department of Psychiatry & Behavioral Health, Houston Methodist, Houston, TX, USA; Houston Methodist Academic Institute, Houston, TX, USA; Department of Psychiatry, Weill Cornell Medical College, New York, NY, USA
| | | | - Benjamin L Weinstein
- Department of Psychiatry & Behavioral Health, Houston Methodist, Houston, TX, USA
| | - Joseph Petrosino
- Department of Molecular Virology & Microbiology, Alkek Center for Metagenomics and Microbiome Research, Baylor College of Medicine, Houston, TX, USA
| | - Alok Madan
- Department of Psychiatry & Behavioral Health, Houston Methodist, Houston, TX, USA; Houston Methodist Academic Institute, Houston, TX, USA; Department of Psychiatry, Weill Cornell Medical College, New York, NY, USA
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Hajjar J, Voigt A, Conner M, Swennes A, Fowler S, Calarge C, Mendonca D, Armstrong D, Chang CY, Walter J, Butte M, Savidge T, Oh J, Kheradmand F, Petrosino J. Common Variable Immunodeficiency Patient Fecal Microbiota Transplant Recapitulates Gut Dysbiosis. Res Sq 2023:rs.3.rs-2640584. [PMID: 36993518 PMCID: PMC10055500 DOI: 10.21203/rs.3.rs-2640584/v1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/16/2023]
Abstract
Purpose Patients with non-infectious complications have worse clinical outcomes in common variable immunodeficiency (CVID) than those with infections-only. Non-infectious complications are associated with gut microbiome aberrations, but there are no reductionist animal models that emulate CVID. Our aim in this study was to uncover potential microbiome roles in the development of non-infectious complications in CVID. Methods We examined fecal whole genome shotgun sequencing from patients CVID, and non-infectious complications, infections-only, and their household controls. We also performed Fecal Microbiota transplant from CVID patients to Germ-Free Mice. Results We found potentially pathogenic microbes Streptococcus parasanguinis and Erysipelatoclostridium ramosum were enriched in gut microbiomes of CVID patients with non-infectious complications. In contrast, Fusicatenibacter saccharivorans and Anaerostipes hadrus, known to suppress inflammation and promote healthy metabolism, were enriched in gut microbiomes of infections-only CVID patients. Fecal microbiota transplant from non-infectious complications, infections-only, and their household controls into germ-free mice revealed gut dysbiosis patterns in recipients from CVID patients with non-infectious complications, but not infections-only CVID, or household controls recipients. Conclusion Our findings provide a proof of concept that fecal microbiota transplant from CVID patients with non-infectious complications to Germ-Free mice recapitulates microbiome alterations observed in the donors.
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Venna VR, Maniskas ME, Quaicoe V, Petrosino J, McCullough LD. Abstract WMP114: Changes In Gut Microbiome Precede Cognitive Impairment In A Mouse Model Of Vascular Cognitive Impairment And Dementia. Stroke 2023. [DOI: 10.1161/str.54.suppl_1.wmp114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Introduction:
Vascular cognitive impairment (VCI) is the second most common cause of clinical dementia after Alzheimer’s disease. VCI results from injury to the cerebral blood vessels. Cerebral perfusion is diminished in elderly individuals and additional reduction of cerebral blood flow increases the risk of developing VCI. These findings have been successfully modeled in mice with bilateral common carotid artery stenosis (BCAS). Age is associated with gut dysbiosis and transplantation of aged microbiome leads to cognitive decline in young animals. However, there are large gaps in our understanding of the molecular mechanisms induced by chronic hypoperfusion contributes to impaired cognitive function.
Methods:
C57Bl6 aged (~18m) male mice were subjected to a sham or a BCAS surgery using 0.18mm titanium coils placed on both common carotid arteries. Mice were followed for 90d after surgery to assess both gut microbial content and behavioral changes. 16S ribosomal RNA (rRNA) sequencing analysis was performed on fecal samples collected from aged baseline, sham and BCAS animals at 7 and 28 days. Cognition was assessed using Y-maze. Tissues were collected at the time of euthanasia for metabolomics and histological analysis.
Results:
BCAS resulted in significant reduction of cerebral blood flow, measured using laser speckle (p<0.05; n=4/grp; t test). 16s rRNA analysis revealed BCAS led to a remarkable shift in bacterial diversity as early as day 7 in aged male mice, measured by using unweighted UniFrac analysis. These differences remained significant (p<0.05; n=4/grp) in BCAS compared to sham mice on day 28. In depth analysis revealed significant changes at the genus level between both groups. Interestingly, BCAS mice did not show significant difference in Y-maze at day 14, but significant cognitive impairment was found at day 90 compared to sham mice (n=8-9/grp).
Conclusions:
We found that chronic cerebral hypoperfusion is associated with significant changes in gut microbiome and cognitive impairment in aged mice. Importantly, shifts in the microbiome preceded cognitive decline. These findings suggest that targeting these detrimental changes in the gut microbiome might be a novel therapeutic strategy to delay or prevent progression of VCI.
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Baydogan S, Mohindroo C, Montiel MF, Petrosino J, Maitra A, Kim MP, Bhutani MS, White JR, McAllister F. Prospective characterization of oral and gut microbiome in a high-risk pancreatic cancer cohort. J Clin Oncol 2023. [DOI: 10.1200/jco.2023.41.4_suppl.691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
691 Background: Pancreatic cancer (PC) is the third leading cause of cancer death in the United States. The high mortality associated with PC is attributed to multiple reasons: lack of effective therapies, aggressive biology and late diagnosis. Due to the absence of reliable early disease biomarkers, PC screening is largely dependent on imaging. Recent studies have highlighted the importance of the gut and tumor microbiome in PC. We present here the first report of oral and gut microbiome prospective analysis of PC high-risk individuals (PC-HRI) undergoing screening. Methods: We collected periodontal and stool samples at the University of Texas MD Anderson Cancer Center from 2017-2022. A total of 448 samples, consisting of 250 oral and 198 gut samples were obtained. Samples were collected from PC (n=73), PC-HRI (n=34), and healthy (n=143) individuals. 16s rRNA sequencing was used to characterize the oral and gut microbiome and statistical analysis and correlation with imaging and clinical characteristics were performed. Results: We identified three phyla, namely Proteobacteria, Actinobacteria, and Fusobacteria as significantly more abundant in the gut microbiome of PC patients. Conversely, Proteobacteria was decreased in the oral microbiome of PC patients. At the class level, Gammaproteobacteria (GP) oral/gut ratio was significantly decreased in PC patients compared with healthy individuals (p=0.02). Analysis of PC-HRI revealed also low GP oral/gut ratio in high-risk individuals who were diagnosed with worrisome pancreatic focal lesions. Interestingly, Gammaproteobacteria (GP) is one of the main classes of bacteria detected in pancreatic cancer tissue. GP shifts in oral and gut environments could be implicated in pancreatic early tumorigenesis and serve as biomarker of the disease. Additionally, gut bacteria with metabolic pathways related to lipid metabolism were more enriched in PC patients and PC-HRI with focal lesions compared to healthy controls. Conclusions: Gammaproteobacteria oral/gut ratio represents a potential novel biomarker which could predict presence of early high risk-pancreatic focal lesions in PC-HRI. Taken together, this report provides observational evidence about changes in oral and gut microbiome in patients with pancreatic cancer but even more importantly, the fact that those changes could be detected in PC-HRI with early high-risk lesions. Broader validation in other high-risk cohorts would be required. Detection of GP oral/gut ratio would represent an inexpensive, non-invasive method that could be useful for PC screening. Functional studies should be performed to determine how GP shifts can contribute with pancreatic tumorigenesis. Research supported by CPRIT (Grant Number: RP200173) and philanthropic funding through the MD Anderson Moonshot Program.
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Affiliation(s)
- Seyda Baydogan
- Department of Clinical Cancer Prevention, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Chirayu Mohindroo
- Department of Clinical Cancer Prevention, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Maria Fernanda Montiel
- Department of Cancer Prevention, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Joseph Petrosino
- Department of Molecular Virology and Microbiology Baylor College of Medicine, Houston, TX
| | - Anirban Maitra
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Michael Paul Kim
- Department of Surgical Oncology University of Texas at MD Anderson Cancer Center, Houston, TX
| | - Manoop S. Bhutani
- Department of Gastroenterology, Hepatology, and Nutrition University of Texas MD Anderson Cancer Center, Houston, TX
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Clark JR, Terwilliger A, Avadhanula V, Tisza M, Cormier J, Javornik-Cregeen S, Ross MC, Hoffman KL, Troisi C, Hanson B, Petrosino J, Balliew J, Piedra PA, Rios J, Deegan J, Bauer C, Wu F, Mena KD, Boerwinkle E, Maresso AW. Wastewater pandemic preparedness: Toward an end-to-end pathogen monitoring program. Front Public Health 2023; 11:1137881. [PMID: 37026145 PMCID: PMC10070845 DOI: 10.3389/fpubh.2023.1137881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 02/09/2023] [Indexed: 04/08/2023] Open
Abstract
Molecular analysis of public wastewater has great potential as a harbinger for community health and health threats. Long-used to monitor the presence of enteric viruses, in particular polio, recent successes of wastewater as a reliable lead indicator for trends in SARS-CoV-2 levels and hospital admissions has generated optimism and emerging evidence that similar science can be applied to other pathogens of pandemic potential (PPPs), especially respiratory viruses and their variants of concern (VOC). However, there are substantial challenges associated with implementation of this ideal, namely that multiple and distinct fields of inquiry must be bridged and coordinated. These include engineering, molecular sciences, temporal-geospatial analytics, epidemiology and medical, and governmental and public health messaging, all of which present their own caveats. Here, we outline a framework for an integrated, state-wide, end-to-end human pathogen monitoring program using wastewater to track viral PPPs.
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Affiliation(s)
- Justin R. Clark
- TAILOR Labs, Baylor College of Medicine, Houston, TX, United States
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States
| | - Austen Terwilliger
- TAILOR Labs, Baylor College of Medicine, Houston, TX, United States
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States
| | - Vasanthi Avadhanula
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States
| | - Michael Tisza
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States
- Alkek Center for Metagenomics and Microbiome Research, CMMR, Baylor College of Medicine, Houston, TX, United States
| | - Juwan Cormier
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States
- Alkek Center for Metagenomics and Microbiome Research, CMMR, Baylor College of Medicine, Houston, TX, United States
| | - Sara Javornik-Cregeen
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States
- Alkek Center for Metagenomics and Microbiome Research, CMMR, Baylor College of Medicine, Houston, TX, United States
| | - Matthew Clayton Ross
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States
- Alkek Center for Metagenomics and Microbiome Research, CMMR, Baylor College of Medicine, Houston, TX, United States
| | - Kristi Louise Hoffman
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States
- Alkek Center for Metagenomics and Microbiome Research, CMMR, Baylor College of Medicine, Houston, TX, United States
| | - Catherine Troisi
- UTHealth Houston School of Public Health, Houston, TX, United States
- Texas Epidemic Public Health Institute (TEPHI), UTHealth Houston, Houston, TX, United States
| | - Blake Hanson
- UTHealth Houston School of Public Health, Houston, TX, United States
- Texas Epidemic Public Health Institute (TEPHI), UTHealth Houston, Houston, TX, United States
- Center for Infectious Diseases, Department of Epidemiology, Human Genetics and Environmental Sciences, Houston, TX, United States
| | - Joseph Petrosino
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States
- Alkek Center for Metagenomics and Microbiome Research, CMMR, Baylor College of Medicine, Houston, TX, United States
| | - John Balliew
- El Paso Water Utility, El Paso, TX, United States
| | - Pedro A. Piedra
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States
- Pediatrics Department, Baylor College of Medicine, Houston, TX, United States
| | - Janelle Rios
- UTHealth Houston School of Public Health, Houston, TX, United States
- Texas Epidemic Public Health Institute (TEPHI), UTHealth Houston, Houston, TX, United States
| | - Jennifer Deegan
- Texas Epidemic Public Health Institute (TEPHI), UTHealth Houston, Houston, TX, United States
- The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Cici Bauer
- UTHealth Houston School of Public Health, Houston, TX, United States
- Texas Epidemic Public Health Institute (TEPHI), UTHealth Houston, Houston, TX, United States
- Department of Biostatistics and Data Science, UTHealth School of Public Health, Houston, TX, United States
| | - Fuqing Wu
- UTHealth Houston School of Public Health, Houston, TX, United States
- Texas Epidemic Public Health Institute (TEPHI), UTHealth Houston, Houston, TX, United States
| | - Kristina D. Mena
- UTHealth Houston School of Public Health, Houston, TX, United States
- Texas Epidemic Public Health Institute (TEPHI), UTHealth Houston, Houston, TX, United States
| | - Eric Boerwinkle
- UTHealth Houston School of Public Health, Houston, TX, United States
- Texas Epidemic Public Health Institute (TEPHI), UTHealth Houston, Houston, TX, United States
- Human Genetics Center, Department of Epidemiology, Human Genetics and Environmental Sciences, Houston, TX, United States
| | - Anthony W. Maresso
- TAILOR Labs, Baylor College of Medicine, Houston, TX, United States
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States
- Anthony W. Maresso
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Zhang J, Fan H, Gross M, Liu N, Carlson H, Wood A, Hoffman K, Petrosino J, Pankratz N, Thyagarajan B, Fisher W. Progressive reduction in circulating levels of carotenoids and other micronutrients in patients with chronic pancreatitis. Pancreatology 2022; 22:1126-1133. [PMID: 36198488 DOI: 10.1016/j.pan.2022.09.243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Revised: 08/26/2022] [Accepted: 09/21/2022] [Indexed: 12/11/2022]
Abstract
BACKGROUND Although micronutrients modulate immunity and inflammation, it remains elusive whether they are implicated in the development and progression of chronic pancreatitis (CP). This study aimed to investigate differences in the circulating levels of selected carotenoids and vitamins between CP and controls and trends in the levels of these micronutrients across controls, early CP, and definite CP. METHODS Demographic and lifestyle data were extracted from medical records for 53 patients with CP (13 early and 38 definite) and obtained using a questionnaire for 52 controls. Plasma β-carotene, lycopene, cryptoxanthin, zeaxanthin, and α-tocopherol and serum 25(OH)D, folate, IL-6, TNF-α, and MCP-1 were measured with state-of-the-art methods. RESULTS The levels of all micronutrients (except folate) were significantly lower in CP than in controls. There was a progressive decrease in the levels of these micronutrients across controls, early CP, and definite CP (all p values for trend: ≤0.0012); e.g., plasma lycopene was 36.6, 21.5, and 14.5 μg/dL for controls, early CP, and definite CP, respectively. After adjustment for confounders, there were strong, inverse associations between the levels of all micronutrients (except folate) and CP (e.g., OR (95% CI) for ≥ median vs. <median: 0.10 (0.04, 0.27) for lycopene, 0.15 (0.05, 0.38) for α-tocopherol, and 0.24 (0.09, 0.64) for 25(OH)D). These associations became weaker after additional adjustment for inflammation markers (IL-6, TNF-α, and MCP-1). CONCLUSIONS The circulating levels of some carotenoids, α-tocopherol, and vitamin D were reduced in CP patients compared with controls and this reduction was more pronounced in definite CP than in early CP.
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Affiliation(s)
- Jianjun Zhang
- Department of Epidemiology, Indiana University Richard M. Fairbanks School of Public Health, Indianapolis, IN, USA; Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN, USA.
| | - Hao Fan
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University, Bloomington, IN, USA
| | - Myron Gross
- Department of Laboratory Medicine and Pathology, School of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Nianjun Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University, Bloomington, IN, USA
| | - Hannah Carlson
- Department of Laboratory Medicine and Pathology, School of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Amy Wood
- Department of Surgery, Baylor College of Medicine, Houston, TX, USA
| | - Kristi Hoffman
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Joseph Petrosino
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Nathan Pankratz
- Department of Laboratory Medicine and Pathology, School of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Bharat Thyagarajan
- Department of Laboratory Medicine and Pathology, School of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - William Fisher
- Department of Surgery, Baylor College of Medicine, Houston, TX, USA.
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Chandra V, Zhang Y, Roux OL, Petrosino J, Kolls J, McAllister F. Abstract 3530: Microbial-Interleukin 17 receptor A (IL-17RA) signaling axis modulates tumor growth and microenvironment. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-3530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Microbiota, both within the gut and the tumors, has emerged as a significant player influencing tumor growth and responses to therapies. Recent evidence links microbiota and pancreatic ductal adenocarcinoma (PDAC), an aggressive cancer surrounded by a highly immuno-suppressive tumor microenvironment which limits efficacy of most available therapies. The immunosuppressive tumor microenvironment of PDAC is partially facilitated by a proinflammatory cytokine Interleukin 17 (IL-17). IL-17 can be stimulated by intestinal commensal bacteria under normal physiological conditions. It is critical for microbial defense as well as immunopathology. Both IL-17 neutralization and antibiotics reduce murine PDAC growth. While the vital role of microbiota in affecting tumor immunity has been identified, there is still a gap of knowledge as to how microbes may regulate pro-tumorigenic IL-17 signaling. We wanted to investigate the systemic and local role of IL-17 in regulating the microbial-tumor immune axis. For this purpose, we genetically deleted the IL-17 receptor A (IL-17RA) in different compartments and evaluated tumor growth. We found that IL-17RA signaling was important for maintaining microbial homeostasis and its disruption resulted in differential tumor growth. Absence of IL-17RA signaling in the gut lead to local inflammation as well as systemic immune effects. Our data suggests that modulation of IL-17 signaling could serve as a therapeutic intervention to alter microbial mediated tumor effects. The significance of these findings may extend to other cancers as well.
Citation Format: Vidhi Chandra, Yu Zhang, Olivereen Le Roux, Joseph Petrosino, Jay Kolls, Florencia McAllister. Microbial-Interleukin 17 receptor A (IL-17RA) signaling axis modulates tumor growth and microenvironment [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 3530.
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Affiliation(s)
- Vidhi Chandra
- 1University of Texas MD Anderson Cancer Center, Houston, TX
| | - Yu Zhang
- 1University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | - Jay Kolls
- 3Tulane University School of Medicine, New Orleans, LA
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19
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Ghare S, Singhal R, Bryant V, Gautam S, Tirumala CC, Srisailam PK, Reyes-Vega A, Ghooray D, McClain CJ, Hoffman K, Petrosino J, Bryant K, Govind V, Cohen R, Cook RL, Barve S. Age-Associated Gut Dysbiosis, Marked by Loss of Butyrogenic Potential, Correlates With Altered Plasma Tryptophan Metabolites in Older People Living With HIV. J Acquir Immune Defic Syndr 2022; 89:S56-S64. [PMID: 35015746 PMCID: PMC8751293 DOI: 10.1097/qai.0000000000002866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 10/01/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND Imbalance in tryptophan (TRP) metabolism and its neuroactive metabolites, serotonin and kynurenine (KYN), is a known pathogenic mechanism underlying neurocognitive impairment. Gut microbiota plays an important role in TRP metabolism, and the production of these neuroactive molecules affects neurocognitive function. Although both HIV infection and normal aging independently induce gut dysbiosis and influence TRP metabolism, their interactive effects on compositional/functional changes in gut microbiota and consequent alterations in TRP metabolites remain largely undetermined. METHODS Older people living with HIV infection (PLWH, aged 50-70 years, n = 22) were enrolled in this cross-sectional pilot study. Metagenomic analysis of fecal microbiome using 16S Ribosomal ribonucleic acid gene sequencing and metabolomics analysis of plasma using mass spectrometry with a reverse-phase iquid chromatography tandem mass spectrometry were performed. Statistical analyses included the univariate linear regression and Spearman correlation analyses. RESULTS Age-associated changes in plasma levels of key neuroactive TRP metabolites, serotonin and KYN, were seen in PLWH. Specifically, we observed age-dependent decreases in serotonin and increases in KYN and KYN-to-TRP ratio, indicative of dysfunctional TRP metabolism. Furthermore, the gut dysbiosis seen in older PLWH is characterized by a reduction of Firmicutes/Bacteroidetes ratio and butyrate-producing microbial families Lachnospiraceae and Lactobacillaceae. Of importance, correspondent with gut dysbiosis, increasing age was significantly associated with decreased plasma butyrate levels, which in turn correlated positively with serotonin and negatively with KYN/TRP ratio. CONCLUSIONS Age-dependent gut microbial dysbiosis distinguished by a decrease in butyrogenic potential is a key pathogenic feature associated with the shift in TRP metabolism from serotonin to KYN in older PLWH.
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Affiliation(s)
- Smita Ghare
- Department of Medicine, University of Louisville, KY
- Alcohol Research Center, University of Louisville, KY
| | - Richa Singhal
- Department of Medicine, University of Louisville, KY
- Alcohol Research Center, University of Louisville, KY
| | - Vaughn Bryant
- Department of Epidemiology, Center for Cognitive Aging and Memory, Gainesville, University of Florida, FL
- Department of Clinical and Health Psychology, Center for Cognitive Aging and Memory, Gainesville, University of Florida, FL
| | - Sabina Gautam
- Department of Medicine, University of Louisville, KY
- Alcohol Research Center, University of Louisville, KY
| | - Chanakya Charan Tirumala
- Department of Medicine, University of Louisville, KY
- Alcohol Research Center, University of Louisville, KY
| | - Praneet Kumar Srisailam
- Department of Medicine, University of Louisville, KY
- Alcohol Research Center, University of Louisville, KY
| | - Andrea Reyes-Vega
- Department of Medicine, University of Louisville, KY
- Alcohol Research Center, University of Louisville, KY
| | - Dushan Ghooray
- Department of Medicine, University of Louisville, KY
- Alcohol Research Center, University of Louisville, KY
| | - Craig J. McClain
- Department of Medicine, University of Louisville, KY
- Alcohol Research Center, University of Louisville, KY
- Robley Rex VAMC, Louisville, KY
| | - Kristi Hoffman
- Department of Molecular Virology and Microbiology, Baylor College of Medicine
- Baylor College of Medicine Center for Metagenomics and Microbiome Research
| | - Joseph Petrosino
- Department of Molecular Virology and Microbiology, Baylor College of Medicine
- Baylor College of Medicine Center for Metagenomics and Microbiome Research
| | - Kendall Bryant
- National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD; and
| | - Varan Govind
- Department of Radiology, University of Miami, FL
| | - Ronald Cohen
- Department of Epidemiology, Center for Cognitive Aging and Memory, Gainesville, University of Florida, FL
| | - Robert L. Cook
- Department of Clinical and Health Psychology, Center for Cognitive Aging and Memory, Gainesville, University of Florida, FL
| | - Shirish Barve
- Department of Medicine, University of Louisville, KY
- Alcohol Research Center, University of Louisville, KY
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20
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Singhal R, Donde H, Ghare S, Stocke K, Zhang J, Vadhanam M, Reddy S, Gobejishvili L, Chilton P, Joshi-Barve S, Feng W, McClain C, Hoffman K, Petrosino J, Vital M, Barve S. Decrease in acetyl-CoA pathway utilizing butyrate-producing bacteria is a key pathogenic feature of alcohol-induced functional gut microbial dysbiosis and development of liver disease in mice. Gut Microbes 2021; 13:1946367. [PMID: 34369304 PMCID: PMC8354657 DOI: 10.1080/19490976.2021.1946367] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Emerging research evidence has established the critical role of the gut-liver axis in the development of alcohol-associated liver disease (ALD). The present study employed 16S rRNA gene and whole genome shotgun (WGS) metagenomic analysis in combination with a revised microbial dataset to comprehensively detail the butyrate-producing microbial communities and the associated butyrate metabolic pathways affected by chronic ethanol feeding. Specifically, the data demonstrated that a decrease in several butyrate-producing bacterial genera belonging to distinct families within the Firmicutes phyla was a significant component of ethanol-induced dysbiosis. WGS analysis of total bacterial genomes encompassing butyrate synthesizing pathways provided the functional characteristics of the microbiome associated with butyrate synthesis. The data revealed that in control mice microbiome, the acetyl-coenzyme A (CoA) butyrate synthesizing pathway was the most prevalent and was significantly and maximally decreased by chronic ethanol feeding. Further WGS analysis i) validated the ethanol-induced decrease in the acetyl-CoA pathway by identifying the decrease in two critical genes but - (butyryl-CoA: acetate CoA transferase) and buk - (butyrate kinase) that encode the terminal condensing enzymes required for converting butyryl-CoA to butyrate and ii) detection of specific taxa of butyrate-producing bacteria containing but and buk genes. Notably, the administration of tributyrin (Tb) - a butyrate prodrug - significantly prevented ethanol-induced decrease in butyrate-producing bacteria, hepatic steatosis, inflammation, and injury. Taken together, our findings strongly suggest that the loss of butyrate-producing bacteria using the acetyl-CoA pathway is a significant pathogenic feature of ethanol-induced microbial dysbiosis and ALD and can be targeted for therapy.
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Affiliation(s)
- Richa Singhal
- University of Louisville Department of Medicine,University of Louisville Alcohol Research Center
| | - Hridgandh Donde
- University of Louisville Department of Medicine,University of Louisville Alcohol Research Center
| | - Smita Ghare
- University of Louisville Department of Medicine,University of Louisville Alcohol Research Center
| | - Kendall Stocke
- University of Louisville Department of Environmental and Occupational Health Science
| | - Jingwein Zhang
- University of Louisville Department of Medicine,University of Louisville Alcohol Research Center
| | - Manicka Vadhanam
- University of Louisville Department of Medicine,University of Louisville Alcohol Research Center
| | - Sreelatha Reddy
- University of Louisville Department of Medicine,University of Louisville Alcohol Research Center
| | - Leila Gobejishvili
- University of Louisville Department of Medicine,University of Louisville Alcohol Research Center
| | - Paula Chilton
- University of Louisville Department of Medicine,University of Louisville Alcohol Research Center
| | - Swati Joshi-Barve
- University of Louisville Department of Medicine,University of Louisville Alcohol Research Center
| | - Wenke Feng
- University of Louisville Department of Medicine,University of Louisville Alcohol Research Center
| | - Craig McClain
- University of Louisville Department of Medicine,University of Louisville Alcohol Research Center
| | - Kristi Hoffman
- Baylor College of Medicine Department of Molecular Virology and Microbiology,Baylor College of Medicine Center for Metagenomics and Microbiome Research
| | - Joseph Petrosino
- Baylor College of Medicine Department of Molecular Virology and Microbiology,Baylor College of Medicine Center for Metagenomics and Microbiome Research
| | - Marius Vital
- Hannover Medical School, Hanover, Germany,Helmholtz Center for Infection Research,Helmholtz Association of German Research Centers
| | - Shirish Barve
- University of Louisville Department of Medicine,University of Louisville Alcohol Research Center,University of Louisville Department of Pharmacology and Toxicology,CONTACT Dr. Shirish Barve Departments of Medicine and Pharmacology and Toxicology, University of Louisville Health Sciences Center, 505 S. Hancock St. CTR Bldg., Room 515, Louisville, KY40202, USA
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21
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Thompson DS, Fowler JC, Bradshaw MR, Frueh BC, Weinstein BL, Petrosino J, Hadden JK, Madan A. Is the gut microbiota associated with suicidality? Non-significant finding among a large cohort of psychiatrically hospitalized individuals with serious mental illness. Journal of Affective Disorders Reports 2021. [DOI: 10.1016/j.jadr.2021.100266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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22
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Petrova E, Farinholt T, Joshi TP, Moreno H, Al Mohajer M, Patel SM, Petrosino J, Anandasabapathy S. A Community-Based Management of COVID-19 in a Mobile Container Unit. Vaccines (Basel) 2021; 9:1362. [PMID: 34835293 PMCID: PMC8624920 DOI: 10.3390/vaccines9111362] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2021] [Revised: 11/14/2021] [Accepted: 11/16/2021] [Indexed: 11/30/2022] Open
Abstract
Vaccine uptake is a multifactor measure of successful immunization outcomes that includes access to healthcare and vaccine hesitancy for both healthcare workers and communities. The present coronavirus disease (COVID-19) pandemic has highlighted the need for novel strategies to expand vaccine coverage in underserved regions. Mobile clinics hold the promise of ameliorating such inequities, although there is a paucity of studies that validate environmental infection in such facilities. Here, we describe community-based management of COVID-19 through a Smart Pod mobile clinic deployed in an underserved community area in the United States (Aldine, Harris County, TX, USA). In particular, we validate infection control and biological decontamination of the Smart Pod by testing surfaces and the air-filtration system for the COVID-19 virus and bacterial pathogens. We show the Smart Pod to be efficacious in providing a safe clinical environment for vaccine delivery. Moreover, in the Smart Pod, up-to-date education of community healthcare workers was provided to reduce vaccine hesitancy and improve COVID-19 vaccine uptake. The proposed solution has the potential to augment existing hospital capacity and combat the COVID-19 pandemic locally and globally.
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Affiliation(s)
- Elena Petrova
- Baylor Global Health, Baylor College of Medicine, Houston, TX 77030, USA;
- Department of Medicine—Gastroenterology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Timothy Farinholt
- Alkek Center for Metagenomics and Microbiome Research, Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX 77030, USA; (T.F.); (H.M.); (J.P.)
| | - Tejas P. Joshi
- Baylor Global Health, Baylor College of Medicine, Houston, TX 77030, USA;
| | - Hannah Moreno
- Alkek Center for Metagenomics and Microbiome Research, Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX 77030, USA; (T.F.); (H.M.); (J.P.)
| | - Mayar Al Mohajer
- Department of Medicine—Infectious Disease, Baylor College of Medicine, Houston, TX 77030, USA; (M.A.M.); (S.M.P.)
| | - Shital M. Patel
- Department of Medicine—Infectious Disease, Baylor College of Medicine, Houston, TX 77030, USA; (M.A.M.); (S.M.P.)
| | - Joseph Petrosino
- Alkek Center for Metagenomics and Microbiome Research, Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX 77030, USA; (T.F.); (H.M.); (J.P.)
| | - Sharmila Anandasabapathy
- Baylor Global Health, Baylor College of Medicine, Houston, TX 77030, USA;
- Department of Medicine—Gastroenterology, Baylor College of Medicine, Houston, TX 77030, USA
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Farinholt T, Doddapaneni H, Qin X, Menon V, Meng Q, Metcalf G, Chao H, Gingras MC, Avadhanula V, Farinholt P, Agrawal C, Muzny DM, Piedra PA, Gibbs RA, Petrosino J. Transmission event of SARS-CoV-2 delta variant reveals multiple vaccine breakthrough infections. BMC Med 2021; 19:255. [PMID: 34593004 PMCID: PMC8483940 DOI: 10.1186/s12916-021-02103-4] [Citation(s) in RCA: 117] [Impact Index Per Article: 39.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 08/18/2021] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND This study aims to identify the causative strain of SARS-CoV-2 in a cluster of vaccine breakthroughs. Vaccine breakthrough by a highly transmissible SARS-CoV-2 strain is a risk to global public health. METHODS Nasopharyngeal swabs from suspected vaccine breakthrough cases were tested for SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2) by qPCR (quantitative polymerase chain reaction) for Wuhan-Hu1 and alpha variant. Positive samples were then sequenced by Swift Normalase Amplicon Panels to determine the causal variant. GATK (genome analysis toolkit) variants were filtered with allele fraction ≥80 and min read depth 30x. RESULTS Viral sequencing revealed an infection cluster of 6 vaccinated patients infected with the delta (B.1.617.2) SARS-CoV-2 variant. With no history of vaccine breakthrough, this suggests the delta variant may possess immune evasion in patients that received the Pfizer BNT162b2, Moderna mRNA-1273, and Covaxin BBV152. CONCLUSIONS Delta variant may pose the highest risk out of any currently circulating SARS-CoV-2 variants, with previously described increased transmissibility over alpha variant and now, possible vaccine breakthrough. FUNDING Parts of this work was supported by the National Institute of Allergy and Infectious Diseases (1U19AI144297) and Baylor College of Medicine internal funding.
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Affiliation(s)
- Timothy Farinholt
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA.
| | - Harsha Doddapaneni
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Xiang Qin
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Vipin Menon
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Qingchang Meng
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Ginger Metcalf
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Hsu Chao
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Marie-Claude Gingras
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Vasanthi Avadhanula
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Paige Farinholt
- Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Charu Agrawal
- Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Donna M Muzny
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Pedro A Piedra
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Richard A Gibbs
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Joseph Petrosino
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
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24
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Greathouse KL, Padgett RN, Petrosino J, Hastings-Tolsma M, Faucher MA. Exploration of Diet Quality by Obesity Severity in Association with Gestational Weight Gain and Distal Gut Microbiota in Pregnant African American Women: Opportunities for Intervention. Matern Child Health J 2021; 26:882-894. [PMID: 34462812 DOI: 10.1007/s10995-021-03198-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/13/2021] [Indexed: 01/29/2023]
Abstract
OBJECTIVE To conduct an exploratory examination of dietary patterns and quality during pregnancy in African-American women who were class I, II, or III obese, and those women with normal pre-pregnancy body mass index (pBMI), as well to identify dietary factors associated with GWG, and changes in the distal gut microbiome. African American women represent the largest group affected by pre-pregnancy obesity, a risk factor for several adverse birth outcomes. METHODS This prospective study investigated the association between diet, distal gut microbiome, and GWG among African-American women (n = 21) with obesity (n = 15) compared to women with a normal pre-pregnancy body mass index (pBMI) (n = 6) at two time points, 27-29 and 37-39 weeks gestation. Dietary patterns associated with obesity severity and GWG gain were assessed using Welch's T-test and Mann-Whitney U. The association between the gut microbiome and dietary patterns was assessed using a regression-based kernel association test and the adaptive microbiome-based sum of powered score test. RESULTS In early pregnancy, dietary intake of Total Fruits and Greens and Beans was significantly different between pBMI and GWG groups; significance was 0.022 and 0.028 respectively. Women with Class II/III obesity and those with GWG above guidelines had Healthy Eating Index (HEI) scores below 50, meeting less than 75% of dietary guidelines, and did not meet recommendations for fruit and vegetable or fiber intake. We found no significant associations between the microbiome composition and diet (HEI Scores). CONCLUSIONS FOR PRACTICE Overall, the results indicate that women with pBMI obesity are not meeting minimum dietary guidelines for nutrient intakes during pregnancy, specifically fruits, vegetables, and fiber, regardless of GWG. Interventions for African-American women with pre-pregnancy obesity, with a focus on increasing consumption of fruits and vegetables, would be beneficial to control GWG and improve birth outcomes.
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Affiliation(s)
- K Leigh Greathouse
- Nutrition Science, Baylor University, One Bear Place 97346, Waco, TX, 76798-7346, USA. .,Department of Biology, Baylor University, One Bear Place 97346, Waco, TX, 76798-7346, USA.
| | - R Noah Padgett
- Educational Psychology, Baylor University, One Bear Place 97346, Waco, TX, 76798-7346, USA
| | - Joseph Petrosino
- The Alkek Center for Metagenomics and Microbiome Research, Baylor College of Medicine, Houston, TX, USA
| | - M Hastings-Tolsma
- Louise Herrington School of Nursing, Dallas, TX; Midwifery Specialty, Baylor University, 333 N. Washington Ave., Dallas, TX, USA
| | - M A Faucher
- Advanced Practice Nursing Women's Centers, Parkland Health and Hospital System, 5200 Harry Hines Boulevard, Dallas, TX, 75235, USA
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Andrews MC, Duong CPM, Gopalakrishnan V, Iebba V, Chen WS, Derosa L, Khan MAW, Cogdill AP, White MG, Wong MC, Ferrere G, Fluckiger A, Roberti MP, Opolon P, Alou MT, Yonekura S, Roh W, Spencer CN, Curbelo IF, Vence L, Reuben A, Johnson S, Arora R, Morad G, Lastrapes M, Baruch EN, Little L, Gumbs C, Cooper ZA, Prieto PA, Wani K, Lazar AJ, Tetzlaff MT, Hudgens CW, Callahan MK, Adamow M, Postow MA, Ariyan CE, Gaudreau PO, Nezi L, Raoult D, Mihalcioiu C, Elkrief A, Pezo RC, Haydu LE, Simon JM, Tawbi HA, McQuade J, Hwu P, Hwu WJ, Amaria RN, Burton EM, Woodman SE, Watowich S, Diab A, Patel SP, Glitza IC, Wong MK, Zhao L, Zhang J, Ajami NJ, Petrosino J, Jenq RR, Davies MA, Gershenwald JE, Futreal PA, Sharma P, Allison JP, Routy B, Zitvogel L, Wargo JA. Gut microbiota signatures are associated with toxicity to combined CTLA-4 and PD-1 blockade. Nat Med 2021; 27:1432-1441. [PMID: 34239137 DOI: 10.1038/s41591-021-01406-6] [Citation(s) in RCA: 199] [Impact Index Per Article: 66.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 05/25/2021] [Indexed: 02/06/2023]
Abstract
Treatment with combined immune checkpoint blockade (CICB) targeting CTLA-4 and PD-1 is associated with clinical benefit across tumor types, but also a high rate of immune-related adverse events. Insights into biomarkers and mechanisms of response and toxicity to CICB are needed. To address this, we profiled the blood, tumor and gut microbiome of 77 patients with advanced melanoma treated with CICB, with a high rate of any ≥grade 3 immune-related adverse events (49%) with parallel studies in pre-clinical models. Tumor-associated immune and genomic biomarkers of response to CICB were similar to those identified for ICB monotherapy, and toxicity from CICB was associated with a more diverse peripheral T-cell repertoire. Profiling of gut microbiota demonstrated a significantly higher abundance of Bacteroides intestinalis in patients with toxicity, with upregulation of mucosal IL-1β in patient samples of colitis and in pre-clinical models. Together, these data offer potential new therapeutic angles for targeting toxicity to CICB.
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Affiliation(s)
- Miles C Andrews
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Olivia Newton-John Cancer Research Institute and La Trobe University School of Cancer Medicine, Heidelberg, Victoria, Australia
- Deparment of Medicine, Monash University, Melbourne, Victoria, Australia
| | - Connie P M Duong
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France
- Université Paris-Saclay, Faculté de Médecine Kremlin-Bicêtre, Le Kremlin-Bicêtre, France
| | | | - Valerio Iebba
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France
| | - Wei-Shen Chen
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Dermatology, University of South Florida Morsani College of Medicine, Tampa, FL, USA
| | - Lisa Derosa
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France
- Université Paris-Saclay, Faculté de Médecine Kremlin-Bicêtre, Le Kremlin-Bicêtre, France
| | - Md Abdul Wadud Khan
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alexandria P Cogdill
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France
- Université Paris-Saclay, Faculté de Médecine Kremlin-Bicêtre, Le Kremlin-Bicêtre, France
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Michael G White
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Matthew C Wong
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Gladys Ferrere
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France
- Université Paris-Saclay, Faculté de Médecine Kremlin-Bicêtre, Le Kremlin-Bicêtre, France
| | - Aurélie Fluckiger
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France
- Université Paris-Saclay, Faculté de Médecine Kremlin-Bicêtre, Le Kremlin-Bicêtre, France
| | - Maria P Roberti
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France
- Université Paris-Saclay, Faculté de Médecine Kremlin-Bicêtre, Le Kremlin-Bicêtre, France
| | - Paule Opolon
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France
| | - Maryam Tidjani Alou
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France
- Université Paris-Saclay, Faculté de Médecine Kremlin-Bicêtre, Le Kremlin-Bicêtre, France
| | - Satoru Yonekura
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France
- Université Paris-Saclay, Faculté de Médecine Kremlin-Bicêtre, Le Kremlin-Bicêtre, France
| | - Whijae Roh
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Christine N Spencer
- Department of Informatics, Parker Institute for Cancer Immunotherapy, San Francisco, CA, USA
| | - Irina Fernandez Curbelo
- Department of Immunology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Luis Vence
- Department of Immunology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alexandre Reuben
- Department of Thoracic Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sarah Johnson
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Reetakshi Arora
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Golnaz Morad
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Matthew Lastrapes
- MD Anderson Cancer Center University of Texas Health Graduate School of Biomedical Sciences (GSBS), Houston, TX, USA
| | - Erez N Baruch
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Latasha Little
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Curtis Gumbs
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | - Peter A Prieto
- Department of Surgery, University of Rochester Medical Center, Rochester, NY, USA
| | - Khalida Wani
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alexander J Lazar
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Michael T Tetzlaff
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Courtney W Hudgens
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Margaret K Callahan
- Department of Informatics, Parker Institute for Cancer Immunotherapy, San Francisco, CA, USA
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Matthew Adamow
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Division of Immunology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michael A Postow
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Division of Immunology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Charlotte E Ariyan
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Pierre-Olivier Gaudreau
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Luigi Nezi
- Istituto Europeo di Oncologia, Milan, Italy
| | - Didier Raoult
- Aix-Marseille Université, MEPHI, IRD, IHU Méditerranée Infection, Marseille, France
| | - Catalin Mihalcioiu
- Department of Medicine, Faculty of Medicine and Health Sciences, McGill University Health Centre, Montreal, Quebec, Canada
| | - Arielle Elkrief
- Cedars Cancer Center, McGill University Health Centre, Montreal, Quebec, Canada
| | - Rossanna C Pezo
- Division of Medical Oncology, University of Toronto, Sunnybrook Odette Cancer Centre, Toronto, Ontario, Canada
| | - Lauren E Haydu
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Julie M Simon
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hussein A Tawbi
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jennifer McQuade
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Patrick Hwu
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Wen-Jen Hwu
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Rodabe N Amaria
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Elizabeth M Burton
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Scott E Woodman
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Stephanie Watowich
- Department of Immunology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Adi Diab
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sapna P Patel
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Isabella C Glitza
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Michael K Wong
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Li Zhao
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jianhua Zhang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Nadim J Ajami
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Joseph Petrosino
- Department of Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Robert R Jenq
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Michael A Davies
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jeffrey E Gershenwald
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - P Andrew Futreal
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Padmanee Sharma
- Department of Immunology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - James P Allison
- Department of Immunology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Bertrand Routy
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France
- Université Paris-Saclay, Faculté de Médecine Kremlin-Bicêtre, Le Kremlin-Bicêtre, France
| | - Laurence Zitvogel
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France.
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France.
- Université Paris-Saclay, Faculté de Médecine Kremlin-Bicêtre, Le Kremlin-Bicêtre, France.
| | - Jennifer A Wargo
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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26
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Farinholt T, Doddapaneni H, Qin X, Menon V, Meng Q, Metcalf G, Chao H, Gingras MC, Farinholt P, Agrawal C, Muzny DM, Piedra PA, Gibbs RA, Petrosino J. Transmission event of SARS-CoV-2 Delta variant reveals multiple vaccine breakthrough infections. medRxiv 2021:2021.06.28.21258780. [PMID: 34268529 PMCID: PMC8282118 DOI: 10.1101/2021.06.28.21258780] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/28/2023]
Abstract
Importance Vaccine breakthrough by an emergent SARS-CoV-2 variant poses a great risk to global public health. Objective To determine the SARS-CoV-2 variant responsible for 6 cases of vaccine breakthrough. Design Nasopharyngeal swabs from suspected vaccine breakthrough cases were tested for SARS-CoV-2 by qPCR for Wuhan-Hu1 and Alpha variant. Positive samples were then sequenced by Swift Normalase Amplicon Panels to determine the causal variant. Setting Transmission event occurred at events surrounding a wedding outside of Houston, TX. Two patients from India, likely transmitted the Delta variant to other guests. Participants Following a positive SARS-CoV-2 qPCR test at a third-party site, six fully vaccinated patients were investigated. Three males and three females ranged from 53 to 69 years old. One patient suffered from diabetes while three others were classified as overweight. No significant other comorbidities were identified. None of the patients had a history of failed vaccination.
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Affiliation(s)
- Timothy Farinholt
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Harsha Doddapaneni
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Xiang Qin
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Vipin Menon
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Qingchang Meng
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Ginger Metcalf
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Hsu Chao
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Marie-Claude Gingras
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Paige Farinholt
- Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Charu Agrawal
- Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Donna M Muzny
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Pedro A Piedra
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Richard A Gibbs
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Joseph Petrosino
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
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Li F, White MG, Davis J, Hoffman KL, Menter D, Ajami N, Zhang X, Morris JS, Jenq RR, Petrosino J, Wargo JA, Kopetz S, Daniel CR. Abstract 2909: Tumor microbiota profiles are associated with molecular subtype and survival in colorectal cancer patients. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-2909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: The intestinal microbiome is intimately involved in the pathogenesis of colorectal cancer and likely holds further insights to improve the treatment and management of this deadly disease. In a clinical cohort of patients with colon and rectal cancers, we characterized the tumor microbiota of surgical specimens and evaluated associations with prognostic factors, consensus molecular subtypes (CMS), and survival.
Methods: In 167 patients diagnosed with stage II through IV colon and/or rectal cancer who underwent evaluation and surgical resection (no prior systemic therapy) at The University of Texas MD Anderson Cancer, we characterized the tumor microbiome via 16S rRNA gene sequencing. Each patient's tumor was classified via CMS, a gene expression-based colorectal cancer classification system; and all patients were prospectively followed for disease progression, recurrence, or death. Microbiota diversity and composition were assessed with regard to clinicopathologic and tumor features; and associations with survival were further evaluated in multivariable Cox proportional hazards models.
Results: Left- vs. right-sided colon tumors were characterized by higher microbial diversity, distinct community features, and increased abundance of Bacteroides and Fusobacterium. CMS1 (microsatellite instability immune) vs. CMS2 (canonical) tumors were characterized by higher Bacteroides and Fusobacterium and lower Escherichia (all P<0.05). Fusobacterium-positive and Escherichia-positive tumors were associated with improved 5-year overall survival [presence vs. absence, multivariable-adjusted HR and 95% CI: 0.43 (0.20-0.93) and 0.32 (0.19-0.78), respectively]. Bacteroides was enriched among stage II/III patients who progressed within 2-years (log-rank p<0.001).
Conclusions: Our findings are consistent with those of other groups suggesting the landscape of the tumor microbiome differs by sidedness and molecular subtype, holding important clues and exploitable targets to improve outcomes in colorectal cancer patients.
Citation Format: Fangyu Li, Michael G. White, Jennifer Davis, Kristi L. Hoffman, David Menter, Nadim Ajami, Xiaotao Zhang, Jeffrey S. Morris, Robert R. Jenq, Joseph Petrosino, Jennifer A. Wargo, Scott Kopetz, Carrie R. Daniel. Tumor microbiota profiles are associated with molecular subtype and survival in colorectal cancer patients [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 2909.
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Affiliation(s)
- Fangyu Li
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Jennifer Davis
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - David Menter
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Nadim Ajami
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Xiaotao Zhang
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Robert R. Jenq
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | - Scott Kopetz
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
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28
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Zhang X, Hoffman KL, Li F, Irajizad E, Browman G, Basen-Engquist K, Hanash S, Scheet P, Okhuysen PC, Kopetz S, Petrosino J, Daniel CR. Abstract LB223: Beans to Enrich the Gut microbiome vs. Obesity's Negative Effects: First results from the BE GONE Trial in high-risk colorectal patients. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-lb223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Dry beans are a prebiotic food source rich in bioactive compounds with anti-inflammatory, anti-lipidemic and chemopreventive properties. The BE GONE trial tested the impact of an increase in dry bean consumption on gut microbiota and blood lipid profiles in high-risk colorectal (CR) patients otherwise consuming their usual diet. Methods: Following initiation of the pilot protocol (July 2016) among patients with a high-risk BMI and/or waist circumference and history of precancerous CR polyps, the crossover trial was expanded to patients with a history of CR cancer (May 2017). Patients were block randomized according to no vs. regular use of chronic disease medications commonly prescribed in the target population. Following a 4-week run-in/equilibration period, participants were randomized to continue the control diet (usual diet, no dry beans) or to begin the intervention diet (usual diet + dry beans). The intervention included a 2-week ramp-up to 1 cup/day navy beans (12 g dietary fiber; 14 g protein; 200 kcal) continued for an additional 6 weeks. Dietary habits, body weight, and other lifestyle parameters were monitored throughout the 20-week study. We characterized the 16Sv4 rDNA microbiome (Illumina MiSeq) and CLIA cholesterol panel in serial stool and fasting blood samples collected at baseline, week 4, and week 8 for each crossover period (n=249). Longitudinal analyses were conducted using generalized linear mixed models with random intercept and slope adjusted for chronic disease medication use examining the post-intervention effect from baseline to 4 weeks and baseline to 8 weeks. Results: Eligible patients were enrolled in the 4-week run-in/equilibration (n=69). Of these, 55 were randomized and 50 completed the 20-week trial in December 2019 with >80% compliance. Primary reasons for withdrawal were work/travel/family obligations. Half (54%) of the participants were male, 74% were CR cancer survivors, 76% were white (non-Hispanic) and 40% were on statins and/or metformin. Pre-study dietary profiles were characterized by low mean intake of legumes (<3 servings/month) and dietary fiber (17 g/day). The 8-week increase in bean intake significantly increased the inverse Simpson index [effect estimate and 95% CI: 1.59 (0.10, 3.08)], a diversity measure reflecting a greater variety of bacteria with a more even relative abundance. Longitudinal analyses restricted to taxa present in >80% of patients at baseline, revealed significantly decreased Anaerostipes and Streptococcus at week 4 and increased Faecalibacterium at week 8, along with temporal fluctuations in other known specialized (e.g., pectin) and versatile fiber-fermenting bacteria of the Lachnospiraceae and Ruminococcaceae families. A modest decrease in LDL cholesterol was observed at 8-weeks [-2.64 (-6.91, 1.62)] Conclusions: Early results of the BE GONE trial suggest that an 8-week increase in dry bean intake may be sufficient to balance or enrich the gut microbiome of high-risk CR patients. Continued sample processing and analysis, including stool metagenomics and blood metabolomics should continue to shed light on functional interactions relevant to the human host.
Citation Format: Xiaotao Zhang, Kristi L. Hoffman, Fangyu Li, Ehsan Irajizad, Gladys Browman, Karen Basen-Engquist, Samir Hanash, Paul Scheet, Pablo C. Okhuysen, Scott Kopetz, Joseph Petrosino, Carrie R. Daniel. Beans to Enrich the Gut microbiome vs. Obesity's Negative Effects: First results from the BE GONE Trial in high-risk colorectal patients [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr LB223.
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Affiliation(s)
- Xiaotao Zhang
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Fangyu Li
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ehsan Irajizad
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Gladys Browman
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Samir Hanash
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Paul Scheet
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Scott Kopetz
- The University of Texas MD Anderson Cancer Center, Houston, TX
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Engevik K, Banks L, Petrosino J, Engevik M, Hyser J. Exploring the interaction between rotavirus and
Lactobacillus. FASEB J 2021. [DOI: 10.1096/fasebj.2021.35.s1.04505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Kristen Engevik
- Molecular Virology and MicrobiologyBaylor College of MedicineHoustonTX
| | - Lori Banks
- Molecular Virology and MicrobiologyBaylor College of MedicineHoustonTX
- Alkek Center for Metagenomic and Microbiome ResearchBaylor College of MedicineHoustonTX
| | - Joseph Petrosino
- Molecular Virology and MicrobiologyBaylor College of MedicineHoustonTX
- Alkek Center for Metagenomic and Microbiome ResearchBaylor College of MedicineHoustonTX
| | - Melinda Engevik
- Regenerative Medicine and Cell BiologyMedical University of South CarolinaCharlestonSC
| | - Joseph Hyser
- Molecular Virology and MicrobiologyBaylor College of MedicineHoustonTX
- Alkek Center for Metagenomic and Microbiome ResearchBaylor College of MedicineHoustonTX
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30
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Biegert G, El Alam MB, Karpinets T, Wu X, Sims TT, Yoshida-Court K, Lynn EJ, Yue J, Medrano AD, Petrosino J, Mezzari MP, Ajami NJ, Solley T, Ahmed-Kaddar M, Klopp AH, Colbert LE. Diversity and composition of gut microbiome of cervical cancer patients: Do results of 16S rRNA sequencing and whole genome sequencing approaches align? J Microbiol Methods 2021; 185:106213. [PMID: 33785357 DOI: 10.1016/j.mimet.2021.106213] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 03/26/2021] [Accepted: 03/26/2021] [Indexed: 12/11/2022]
Abstract
BACKGROUND Next generation sequencing has progressed rapidly, characterizing microbial communities beyond culture-based or biochemical techniques. 16S ribosomal RNA gene sequencing (16S) produces reliable taxonomic classifications and relative abundances, while shotgun metagenome sequencing (WMS) allows higher taxonomic and functional resolution at greater cost. The purpose of this study was to determine if 16S and WMS provide congruent information for our patient population from paired fecal microbiome samples. RESULTS Comparative indices were highly congruent between 16S and WMS. The most abundant genera for 16S and WMS data did not overlap. Overlap was observed at the Phylum level, as expected. However, relative abundances correlated poorly between the two methodologies (all P-value>0.05). Hierarchical clustering of both sequencing analyses identified overlapping enterotypes. Both approaches were in agreement with regard to demographic variables. CONCLUSION Diversity, evenness and richness are comparable when using 16S and WMS techniques, however relative abundances of individual genera are not. Clinical associations with diversity and evenness metrics were similarly identified with WMS or 16S.
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Affiliation(s)
- Greyson Biegert
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Molly B El Alam
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Tatiana Karpinets
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Xiaogang Wu
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Travis T Sims
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kyoko Yoshida-Court
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Erica J Lynn
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jingyan Yue
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Andrea Delgado Medrano
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Joseph Petrosino
- Department of Molecular Virology and Microbiology, Alkek Center for Metagenomics and Microbiome Research, Baylor College of Medicine, Houston, TX, USA
| | - Melissa P Mezzari
- Department of Molecular Virology and Microbiology, Alkek Center for Metagenomics and Microbiome Research, Baylor College of Medicine, Houston, TX, USA
| | - Nadim J Ajami
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Travis Solley
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Mustapha Ahmed-Kaddar
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ann H Klopp
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| | - Lauren E Colbert
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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31
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Taylor JC, Gao X, Xu J, Holder M, Petrosino J, Kumar R, Liu W, Höök M, Mackenzie C, Hillhouse A, Brashear W, Nunez MP, Xu Y. A type VII secretion system of Streptococcus gallolyticus subsp. gallolyticus contributes to gut colonization and the development of colon tumors. PLoS Pathog 2021; 17:e1009182. [PMID: 33406160 PMCID: PMC7815207 DOI: 10.1371/journal.ppat.1009182] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 01/19/2021] [Accepted: 11/23/2020] [Indexed: 02/06/2023] Open
Abstract
Streptococcus gallolyticus subspecies gallolyticus (Sgg) has a strong clinical association with colorectal cancer (CRC) and actively promotes the development of colon tumors. However, the molecular determinants involved in Sgg pathogenicity in the gut are unknown. Bacterial type VII secretion systems (T7SS) mediate pathogen interactions with their host and are important for virulence in pathogenic mycobacteria and Staphylococcus aureus. Through genome analysis, we identified a locus in Sgg strain TX20005 that encodes a putative type VII secretion system (designated as SggT7SST05). We showed that core genes within the SggT7SST05 locus are expressed in vitro and in the colon of mice. Western blot analysis showed that SggEsxA, a protein predicted to be a T7SS secretion substrate, is detected in the bacterial culture supernatant, indicating that this SggT7SST05 is functional. Deletion of SggT7SST05 (TX20005Δesx) resulted in impaired bacterial adherence to HT29 cells and abolished the ability of Sgg to stimulate HT29 cell proliferation. Analysis of bacterial culture supernatants suggest that SggT7SST05-secreted factors are responsible for the pro-proliferative activity of Sgg, whereas Sgg adherence to host cells requires both SggT7SST05-secreted and bacterial surface-associated factors. In a murine gut colonization model, TX20005Δesx showed significantly reduced colonization compared to the parent strain. Furthermore, in a mouse model of CRC, mice exposed to TX20005 had a significantly higher tumor burden compared to saline-treated mice, whereas those exposed to TX20005Δesx did not. Examination of the Sgg load in the colon in the CRC model suggests that SggT7SST05-mediated activities are directly involved in the promotion of colon tumors. Taken together, these results reveal SggT7SST05 as a previously unrecognized pathogenicity determinant for Sgg colonization of the colon and promotion of colon tumors. Colorectal cancer (CRC) is a leading cause of cancer-related death. The development of CRC can be strongly influenced by specific gut microbes. Understanding how gut microbes modulate CRC is critical to developing novel strategies to improve clinical diagnosis and treatment of this disease. S. gallolyticus subsp. gallolyticus (Sgg) has a strong clinical association with CRC and actively promotes the development of colon tumors. However, the specific Sgg molecules that mediate its pro-tumor activity are unknown. Here we report the first characterization of a type VII secretion system (T7SS) in Sgg, designated as SggT7SST05. We further demonstrate that SggT7SST05-mediated activities are important for Sgg to colonize the colon and to promote the development of colon tumors. These findings reveal SggT7SST05 as a novel pathogenicity determinant of Sgg and provide a critical breakthrough in our efforts to understand how Sgg influences the development of CRC. Future investigations of the biological activities of specific effectors of SggT7SST05 will likely lead to the discovery of Sgg molecules that can be used as diagnostic markers and intervention targets aimed at mitigating the harmful effect of Sgg.
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Affiliation(s)
- John Culver Taylor
- Center for Infectious and Inflammatory Diseases, Texas A&M Health Science Center Institute of Biosciences of Technology, Houston, Texas, United States of America
| | - Xinsheng Gao
- Center for Infectious and Inflammatory Diseases, Texas A&M Health Science Center Institute of Biosciences of Technology, Houston, Texas, United States of America
| | - Juan Xu
- Center for Infectious and Inflammatory Diseases, Texas A&M Health Science Center Institute of Biosciences of Technology, Houston, Texas, United States of America
| | - Michael Holder
- Center for Metagenomics and Microbiome Research, Baylor College of Medicine, Houston, Texas, United States of America
| | - Joseph Petrosino
- Center for Metagenomics and Microbiome Research, Baylor College of Medicine, Houston, Texas, United States of America
| | - Ritesh Kumar
- Center for Infectious and Inflammatory Diseases, Texas A&M Health Science Center Institute of Biosciences of Technology, Houston, Texas, United States of America
| | - Wen Liu
- Center for Infectious and Inflammatory Diseases, Texas A&M Health Science Center Institute of Biosciences of Technology, Houston, Texas, United States of America
| | - Magnus Höök
- Center for Infectious and Inflammatory Diseases, Texas A&M Health Science Center Institute of Biosciences of Technology, Houston, Texas, United States of America
| | - Chris Mackenzie
- Department of Microbiology and Molecular Genetics, McGovern Medical School, UT Health, Houston, Texas, United States of America
| | - Andrew Hillhouse
- Texas A&M Institute for Genome Sciences and Society, Texas A&M, Texas, United States of America
| | - Wesley Brashear
- Texas A&M Institute for Genome Sciences and Society, Texas A&M, Texas, United States of America
| | - Maria Patricia Nunez
- Center for Infectious and Inflammatory Diseases, Texas A&M Health Science Center Institute of Biosciences of Technology, Houston, Texas, United States of America
| | - Yi Xu
- Center for Infectious and Inflammatory Diseases, Texas A&M Health Science Center Institute of Biosciences of Technology, Houston, Texas, United States of America
- Department of Microbiology and Molecular Genetics, McGovern Medical School, UT Health, Houston, Texas, United States of America
- Department of Microbial Pathogenesis and Immunology, College of Medicine, Texas A&M Health Science Center, Texas, United States of America
- * E-mail:
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Lee J, Venna VR, Durgan DJ, Shi H, Hudobenko J, Putluri N, Petrosino J, McCullough LD, Bryan RM. Young versus aged microbiota transplants to germ-free mice: increased short-chain fatty acids and improved cognitive performance. Gut Microbes 2020; 12:1-14. [PMID: 32897773 PMCID: PMC7757789 DOI: 10.1080/19490976.2020.1814107] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 08/07/2020] [Accepted: 08/17/2020] [Indexed: 02/03/2023] Open
Abstract
Aging is associated with cognitive decline and decreased concentrations of short-chain fatty acids (SCFAs) in the gut. SCFAs are significant in that they are protective to the gut and other organs. We tested the hypothesis that the aged gut microbiome alone is sufficient to decrease SCFAs in the host and produce cognitive decline. Fecal transplant gavages (FTGs) from aged (18-20 months) or young (2-3 months) male C57BL/6 mice into germ-free male C57BL/6 mice (N = 11 per group) were initiated at ~3 months of age. Fecal samples were collected and behavioral testing was performed over the study period. Bacterial community structures and relative abundances were measured in fecal samples by sequencing the bacterial 16S ribosomal RNA gene. Mice with aged and young microbiomes showed clear differences in bacterial β diversity at 30, 60, and 90 d (P = .001 for each) after FTGs. The fecal SCFAs, acetate, propionate, and butyrate (microbiome effect, P < .01 for each) were decreased in mice with an aged microbiome. Mice with an aged microbiome demonstrated depressive-like behavior, impaired short-term memory, and impaired spatial memory over the 3 months following the initial FTG as assessed by the tail suspension (P = .008), the novel object recognition (P < .001), and the Barnes Maze (P = .030) tests, respectively. We conclude that an aged microbiome alone is sufficient to decrease SCFAs in the host and to produce cognitive decline.
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Affiliation(s)
- Juneyoung Lee
- Department of Neurology McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Venugopal R. Venna
- Department of Neurology McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX, USA
| | - David J. Durgan
- Departments of Anesthesiology, Baylor College of Medicine, Houston, TX, USA
- Molecular Physiology and Biophysics, Baylor College of Medicine, Houston, TX, USA
| | - Huanan Shi
- Departments of Anesthesiology, Baylor College of Medicine, Houston, TX, USA
- Molecular Physiology and Biophysics, Baylor College of Medicine, Houston, TX, USA
| | - Jacob Hudobenko
- Department of Neurology McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Nagireddy Putluri
- Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA
| | - Joseph Petrosino
- Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, US
| | - Louise D. McCullough
- Department of Neurology McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Robert M. Bryan
- Departments of Anesthesiology, Baylor College of Medicine, Houston, TX, USA
- Molecular Physiology and Biophysics, Baylor College of Medicine, Houston, TX, USA
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Rajan A, Robertson MJ, Carter HE, Poole NM, Clark JR, Green SI, Criss ZK, Zhao B, Karandikar U, Xing Y, Margalef-Català M, Jain N, Wilson RL, Bai F, Hyser JM, Petrosino J, Shroyer NF, Blutt SE, Coarfa C, Song X, Prasad BVV, Amieva MR, Grande-Allen J, Estes MK, Okhuysen PC, Maresso AW. Enteroaggregative E. coli Adherence to Human Heparan Sulfate Proteoglycans Drives Segment and Host Specific Responses to Infection. PLoS Pathog 2020; 16:e1008851. [PMID: 32986782 PMCID: PMC7553275 DOI: 10.1371/journal.ppat.1008851] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 10/13/2020] [Accepted: 08/01/2020] [Indexed: 02/06/2023] Open
Abstract
Enteroaggregative Escherichia coli (EAEC) is a significant cause of acute and chronic diarrhea, foodborne outbreaks, infections of the immunocompromised, and growth stunting in children in developing nations. There is no vaccine and resistance to antibiotics is rising. Unlike related E. coli pathotypes that are often associated with acute bouts of infection, EAEC is associated with persistent diarrhea and subclinical long-term colonization. Several secreted virulence factors have been associated with EAEC pathogenesis and linked to disease in humans, less certain are the molecular drivers of adherence to the intestinal mucosa. We previously established human intestinal enteroids (HIEs) as a model system to study host-EAEC interactions and aggregative adherence fimbriae A (AafA) as a major driver of EAEC adherence to HIEs. Here, we report a large-scale assessment of the host response to EAEC adherence from all four segments of the intestine across at least three donor lines for five E. coli pathotypes. The data demonstrate that the host response in the duodenum is driven largely by the infecting pathotype, whereas the response in the colon diverges in a patient-specific manner. Major pathways altered in gene expression in each of the four enteroid segments differed dramatically, with responses observed for inflammation, apoptosis and an overwhelming response to different mucin genes. In particular, EAEC both associated with large mucus droplets and specific mucins at the epithelial surface, binding that was ameliorated when mucins were removed, a process dependent on AafA. Pan-screening for glycans for binding to purified AafA identified the human ligand as heparan sulfate proteoglycans (HSPGs). Removal of HSPG abrogated EAEC association with HIEs. These results may mean that the human intestine responds remarkably different to distinct pathobionts that is dependent on the both the individual and intestinal segment in question, and uncover a major role for surface heparan sulfate proteoglycans as tropism-driving factor in adherence and/or colonization.
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Affiliation(s)
- Anubama Rajan
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States of America
| | - Matthew J. Robertson
- Molecular and Cell Biology-Mol. Regulation, Baylor College of Medicine, Houston, TX, United States of America
| | - Hannah E. Carter
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States of America
| | - Nina M. Poole
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States of America
| | - Justin R. Clark
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States of America
| | - Sabrina I. Green
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States of America
| | - Zachary K. Criss
- Department of Medicine Section of Gastroenterology and Hepatology, Baylor College of Medicine, Houston, TX, United States of America
| | - Boyang Zhao
- Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Baylor College of Medicine, Houston, TX, United States of America
| | - Umesh Karandikar
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States of America
| | - Yikun Xing
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States of America
| | - Mar Margalef-Català
- Department of Pediatrics, Division of Infectious Diseases, Stanford University, Stanford, CA, United States of America
| | - Nikhil Jain
- Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Baylor College of Medicine, Houston, TX, United States of America
| | - Reid L. Wilson
- Department of Bioengineering, Rice University, Houston, TX, United States of America
| | - Fan Bai
- Department of Biochemistry, Emory Comprehensive Glycomics Core, Emory University School of Medicine, Atlanta, GA, United States of America
| | - Joseph M. Hyser
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States of America
| | - Joseph Petrosino
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States of America
| | - Noah F. Shroyer
- Department of Medicine Section of Gastroenterology and Hepatology, Baylor College of Medicine, Houston, TX, United States of America
| | - Sarah E. Blutt
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States of America
| | - Cristian Coarfa
- Molecular and Cell Biology-Mol. Regulation, Baylor College of Medicine, Houston, TX, United States of America
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, United States of America
| | - Xuezheng Song
- Department of Biochemistry, Emory Comprehensive Glycomics Core, Emory University School of Medicine, Atlanta, GA, United States of America
| | - BV Venkataram Prasad
- Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Baylor College of Medicine, Houston, TX, United States of America
| | - Manuel R. Amieva
- Department of Pediatrics, Division of Infectious Diseases, Stanford University, Stanford, CA, United States of America
| | - Jane Grande-Allen
- Department of Bioengineering, Rice University, Houston, TX, United States of America
| | - Mary K. Estes
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States of America
| | - Pablo C. Okhuysen
- Department of Infectious Diseases, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Anthony W. Maresso
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, United States of America
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Zhang X, Hoffman KL, Dong Q, Gbito KYE, Chang S, Petrosino J, Daniel-MacDougall CR. Abstract 1121: Baseline oral microbiota profiles associated with all-cancer incidence in a cohort of non-smoking Mexican American women. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-1121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: We previously demonstrated an association of age and acculturation with oral microbiota among non-smoking women enrolled in a Texas cohort of first and second generation immigrants of Mexican origin. Given the increasing evidence that the oral microbiome is involved in obesity, diabetes and cancer risk, as well as the lack of data in Mexican Americans, we prospectively investigated baseline oral microbiota profiles in relation to all-cancer incidence.
Methods: We characterized the 16Sv4 rDNA microbiome in oral mouthwash samples collected at baseline from a representative subset of 369 non-smoking women, aged 20-78 years, enrolled in the MD Anderson Mano a Mano Mexican American (MA) cohort study. Using Dirichlet multinomial mixtures (DMM) modeling, we previously identified three microbial communities or clusters in our sample uniquely characterized by Streptococcus, Fusobacterium and Prevotella. We evaluated within (alpha) and between sample (beta) diversity by incident cancer status and applied Linear Discriminant Analysis (LDA) Effect Size analysis (LEfSe) to assess differentially abundant taxa.
Results: Over 8.9 median years of follow-up, 31 incident cancer cases were identified and verified with the Texas Cancer Registry. In addition to advanced age and higher acculturation, a prior history of cardiovascular disease and multiple cardiometabolic risk factors (obesity, diabetes, high cholesterol, hypertension) were associated with higher all-cancer incidence in this subset of non-smoking women. With the exception of country of birth and following adjustment for age, none of these were strongly associated with the oral microbiome. Higher overall diversity of the oral microbiota, as assessed by Shannon diversity index, was observed among women diagnosed with cancer over follow-up, as compared to those who were not (age-adjusted Pdiff=0.0003). We observed potentially distinct biological communities, as measured by weighted UniFrac distance (Pdiff =0.001), and several differentially abundant taxa by incident cancer status. Fusobacterium, Campylobacter, Prevotella, Dialister and Atopobium were higher among women who developed cancer, while Streptococcus was enriched among women who did not develop cancer (LDA>=3, P<0.01). Moreover, we observed increased odds of developing cancer among women in the Prevotella vs. Streptococcus cluster (age-adjusted OR=3.08, 95%CI=1.14, 8.35, P=0.02).
Conclusions: To our knowledge, this is the first look at oral microbiota and cancer risk in Mexican American women. Our findings support the potential of the more readily accessible oral microbiota as a promising biomarker of cancer risk in non-smoking women.
Citation Format: Xiaotao Zhang, Kristi L. Hoffman, Qiong Dong, Kplola Y. Elhor Gbito, Shine Chang, Joseph Petrosino, Carrie R. Daniel-MacDougall. Baseline oral microbiota profiles associated with all-cancer incidence in a cohort of non-smoking Mexican American women [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 1121.
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Affiliation(s)
- Xiaotao Zhang
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Qiong Dong
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Shine Chang
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
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Sims TT, Biegert GWG, Ramogola-Masire D, Ngoni K, Solley T, Ning MS, El Alam MB, Mezzari M, Petrosino J, Zetola NM, Schmeler KM, Colbert LE, Klopp AH, Grover S. Tumor microbial diversity and compositional differences among women in Botswana with high-grade cervical dysplasia and cervical cancer. Int J Gynecol Cancer 2020; 30:1151-1156. [PMID: 32675252 DOI: 10.1136/ijgc-2020-001547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Revised: 06/17/2020] [Accepted: 06/22/2020] [Indexed: 11/03/2022] Open
Abstract
INTRODUCTION We characterized the cervical 16S rDNA microbiome of patients in Botswana with high-grade cervical dysplasia and locally advanced cervical cancer. METHODS This prospective study included 31 patients: 21 with dysplasia and 10 with cancer. The Shannon diversity index was used to evaluate alpha (intra-sample) diversity, while the UniFrac (weighted and unweighted) and Bray-Curtis distances were employed to evaluate beta (inter-sample) diversity. The relative abundance of microbial taxa was compared among samples using linear discriminant analysis effect size. RESULTS Alpha diversity was significantly higher in patients with cervical cancer than in patients with cervical dysplasia (P<0.05). Beta diversity also differed significantly (weighted UniFrac Bray-Curtis, P<0.01). Neither alpha diversity (P=0.8) nor beta diversity (P=0.19) varied by HIV status. The results of linear discriminant analysis effect size demonstrated that multiple taxa differed significantly between patients with cervical dysplasia vs cancer. Lachnospira bacteria (in the Clostridia class) were particularly enriched among cervical dysplasia patients, while Proteobacteria (members of the Firmicutes phyla and the Comamonadaceae family) were enriched in patients with cervical cancer. DISCUSSION The results of our study suggest that differences exist in the diversity and composition of the cervical microbiota between patients with cervical dysplasia and patients with cervical cancer in Botswana. Additional studies are warranted to validate these findings and elucidate their clinical significance among women living in sub-Saharan Africa, as well as other regions of the world.
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Affiliation(s)
- Travis T Sims
- Gynecologic Oncology and Reproductive Medicine, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Greyson W G Biegert
- Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Doreen Ramogola-Masire
- Obstetrics and Gynecology, Faculty of Medicine, University of Botswana, Gaborone, Botswana
| | - Kebatshabile Ngoni
- Department of Biological Sciences, University of Botswana, Gaborone, Botswana
| | - Travis Solley
- Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Matthew S Ning
- Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Molly B El Alam
- Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Melissa Mezzari
- Molecular Virology and Microbiology, Baylor College of Medicine Alkek Center for Molecular Discovery, Houston, Texas, USA
| | - Joseph Petrosino
- Molecular Virology and Microbiology, Baylor College of Medicine Alkek Center for Molecular Discovery, Houston, Texas, USA
| | - Nicola M Zetola
- Radiation Oncology, Botswana-University of Pennsylvania Partnership, Philadelphia, Pennsylvania, USA
| | - Kathleen M Schmeler
- Gynecologic Oncology and Reproductive Medicine, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Lauren E Colbert
- Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Ann H Klopp
- Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Surbhi Grover
- Radiation Oncology, Botswana-University of Pennsylvania Partnership, Philadelphia, Pennsylvania, USA
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Riquelme E, Zhang Y, Zhang L, Montiel M, Zoltan M, Dong W, Quesada P, Sahin I, Chandra V, San Lucas A, Scheet P, Xu H, Hanash SM, Feng L, Burks JK, Do KA, Peterson CB, Nejman D, Tzeng CWD, Kim MP, Sears CL, Ajami N, Petrosino J, Wood LD, Maitra A, Straussman R, Katz M, White JR, Jenq R, Wargo J, McAllister F. Tumor Microbiome Diversity and Composition Influence Pancreatic Cancer Outcomes. Cell 2020; 178:795-806.e12. [PMID: 31398337 DOI: 10.1016/j.cell.2019.07.008] [Citation(s) in RCA: 758] [Impact Index Per Article: 189.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2018] [Revised: 03/06/2019] [Accepted: 07/08/2019] [Indexed: 12/16/2022]
Abstract
Most patients diagnosed with resected pancreatic adenocarcinoma (PDAC) survive less than 5 years, but a minor subset survives longer. Here, we dissect the role of the tumor microbiota and the immune system in influencing long-term survival. Using 16S rRNA gene sequencing, we analyzed the tumor microbiome composition in PDAC patients with short-term survival (STS) and long-term survival (LTS). We found higher alpha-diversity in the tumor microbiome of LTS patients and identified an intra-tumoral microbiome signature (Pseudoxanthomonas-Streptomyces-Saccharopolyspora-Bacillus clausii) highly predictive of long-term survivorship in both discovery and validation cohorts. Through human-into-mice fecal microbiota transplantation (FMT) experiments from STS, LTS, or control donors, we were able to differentially modulate the tumor microbiome and affect tumor growth as well as tumor immune infiltration. Our study demonstrates that PDAC microbiome composition, which cross-talks to the gut microbiome, influences the host immune response and natural history of the disease.
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Affiliation(s)
- Erick Riquelme
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Center for Integrative Biology, Faculty of Science, Universidad Mayor, Santiago, Chile
| | - Yu Zhang
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Liangliang Zhang
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Maria Montiel
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Michelle Zoltan
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Wenli Dong
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Pompeyo Quesada
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ismet Sahin
- Department of Engineering, Texas Southern University, Houston, TX, USA
| | - Vidhi Chandra
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Anthony San Lucas
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Paul Scheet
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hanwen Xu
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Samir M Hanash
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; McCombs Institute for the Early Detection and Treatment of Cancer, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Lei Feng
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jared K Burks
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kim-Anh Do
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Christine B Peterson
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Deborah Nejman
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Ching-Wei D Tzeng
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Michael P Kim
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Cynthia L Sears
- Departments of Medicine, Oncology and Molecular Microbiology & Immunology, Johns Hopkins University School of Medicine and the Bloomberg School of Public Health, Baltimore, MD, USA
| | - Nadim Ajami
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Joseph Petrosino
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Laura D Wood
- Department of Pathology and The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Anirban Maitra
- Sheikh Ahmed Pancreatic Cancer Research Center, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ravid Straussman
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Matthew Katz
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | - Robert Jenq
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jennifer Wargo
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Florencia McAllister
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Clinical Cancer Genetics Program, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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Lee J, d'Aigle J, Atadja L, Quaicoe V, Honarpisheh P, Ganesh BP, Hassan A, Graf J, Petrosino J, Putluri N, Zhu L, Durgan DJ, Bryan RM, McCullough LD, Venna VR. Gut Microbiota-Derived Short-Chain Fatty Acids Promote Poststroke Recovery in Aged Mice. Circ Res 2020; 127:453-465. [PMID: 32354259 DOI: 10.1161/circresaha.119.316448] [Citation(s) in RCA: 234] [Impact Index Per Article: 58.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
RATIONALE The elderly experience profound systemic responses after stroke, which contribute to higher mortality and more severe long-term disability. Recent studies have revealed that stroke outcomes can be influenced by the composition of gut microbiome. However, the potential benefits of manipulating the gut microbiome after injury is unknown. OBJECTIVE To determine if restoring youthful gut microbiota after stroke aids in recovery in aged subjects, we altered the gut microbiome through young fecal transplant gavage in aged mice after experimental stroke. Further, the effect of direct enrichment of selective bacteria producing short-chain fatty acids (SCFAs) was tested as a more targeted and refined microbiome therapy. METHODS AND RESULTS Aged male mice (18-20 months) were subjected to ischemic stroke by middle cerebral artery occlusion. We performed fecal transplant gavage 3 days after middle cerebral artery occlusion using young donor biome (2-3 months) or aged biome (18-20 months). At day 14 after stroke, aged stroke mice receiving young fecal transplant gavage had less behavioral impairment, and reduced brain and gut inflammation. Based on data from microbial sequencing and metabolomics analysis demonstrating that young fecal transplants contained much higher SCFA levels and related bacterial strains, we selected 4 SCFA-producers (Bifidobacterium longum, Clostridium symbiosum, Faecalibacterium prausnitzii, and Lactobacillus fermentum) for transplantation. These SCFA-producers alleviated poststroke neurological deficits and inflammation, and elevated gut, brain and plasma SCFA concentrations in aged stroke mice. CONCLUSIONS This is the first study suggesting that the poor stroke recovery in aged mice can be reversed via poststroke bacteriotherapy following the replenishment of youthful gut microbiome via modulation of immunologic, microbial, and metabolomic profiles in the host.
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Affiliation(s)
- Juneyoung Lee
- From the Department of Neurology, McGovern Medical School (J.L., J.d'A., L.A., V.Q., P.H., B.P.G., L.D.M., V.R.V.), The University of Texas Health Science Center at Houston
| | - John d'Aigle
- From the Department of Neurology, McGovern Medical School (J.L., J.d'A., L.A., V.Q., P.H., B.P.G., L.D.M., V.R.V.), The University of Texas Health Science Center at Houston
| | - Louise Atadja
- From the Department of Neurology, McGovern Medical School (J.L., J.d'A., L.A., V.Q., P.H., B.P.G., L.D.M., V.R.V.), The University of Texas Health Science Center at Houston
| | - Victoria Quaicoe
- From the Department of Neurology, McGovern Medical School (J.L., J.d'A., L.A., V.Q., P.H., B.P.G., L.D.M., V.R.V.), The University of Texas Health Science Center at Houston
| | - Pedram Honarpisheh
- From the Department of Neurology, McGovern Medical School (J.L., J.d'A., L.A., V.Q., P.H., B.P.G., L.D.M., V.R.V.), The University of Texas Health Science Center at Houston
| | - Bhanu P Ganesh
- From the Department of Neurology, McGovern Medical School (J.L., J.d'A., L.A., V.Q., P.H., B.P.G., L.D.M., V.R.V.), The University of Texas Health Science Center at Houston
| | - Ahmad Hassan
- Department of Molecular and Cell Biology, Institute of Systems Genomics, The University of Connecticut, Storrs (A.H., J.G.)
| | - Joerg Graf
- Department of Molecular and Cell Biology, Institute of Systems Genomics, The University of Connecticut, Storrs (A.H., J.G.)
| | - Joseph Petrosino
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX (J.P.)
| | - Nagireddy Putluri
- Department of Molecular and Cellular Biology, Dan L. Duncan Comprehensive Cancer Center, Advanced Technology Core, Alkek Center for Molecular Discovery (N.P.), Baylor College of Medicine, Houston, TX
| | - Liang Zhu
- Biostatistics and Epidemiology Research Design Core, Center for Clinical and Translational Sciences (L.Z.), The University of Texas Health Science Center at Houston
| | - David J Durgan
- Department of Anesthesiology (D.J.D., R.M.B.), Baylor College of Medicine, Houston, TX
| | - Robert M Bryan
- Department of Anesthesiology (D.J.D., R.M.B.), Baylor College of Medicine, Houston, TX
| | - Louise D McCullough
- From the Department of Neurology, McGovern Medical School (J.L., J.d'A., L.A., V.Q., P.H., B.P.G., L.D.M., V.R.V.), The University of Texas Health Science Center at Houston
| | - Venugopal Reddy Venna
- From the Department of Neurology, McGovern Medical School (J.L., J.d'A., L.A., V.Q., P.H., B.P.G., L.D.M., V.R.V.), The University of Texas Health Science Center at Houston
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Byrd DA, Sinha R, Hoffman KL, Chen J, Hua X, Shi J, Chia N, Petrosino J, Vogtmann E. Comparison of Methods To Collect Fecal Samples for Microbiome Studies Using Whole-Genome Shotgun Metagenomic Sequencing. mSphere 2020; 5:e00827-19. [PMID: 32250964 PMCID: PMC7045388 DOI: 10.1128/msphere.00827-19] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2019] [Accepted: 02/12/2020] [Indexed: 12/16/2022] Open
Abstract
Few previous studies have assessed stability and "gold-standard" concordance of fecal sample collection methods for whole-genome shotgun metagenomic sequencing (WGSS), an increasingly popular method for studying the gut microbiome. We used WGSS data to investigate ambient temperature stability and putative gold-standard concordance of microbial profiles in fecal samples collected and stored using fecal occult blood test (FOBT) cards, fecal immunochemical test (FIT) tubes, 95% ethanol, or RNAlater. Among 15 Mayo Clinic employees, for each collection method, we calculated intraclass correlation coefficients (ICCs) to estimate stability of fecal microbial profiles after storage for 4 days at ambient temperature and concordance with immediately frozen, no-solution samples (i.e., the putative gold standard). ICCs were estimated for multiple metrics, including relative abundances of select phyla, species, KEGG k-genes (representing any coding sequence that had >70% identity and >70% query coverage with respect to a known KEGG ortholog), KEGG modules, and KEGG pathways; species and k-gene alpha diversity; and Bray-Curtis and Jaccard species beta diversity. ICCs for microbial profile stability were excellent (≥90%) for fecal samples collected via most of the collection methods, except those preserved in 95% ethanol. Concordance with the immediately frozen, no-solution samples varied for all collection methods, but the number of observed species and the beta diversity metrics tended to have higher concordance than other metrics. Our findings, taken together with previous studies and feasibility considerations, indicated that FOBT cards, FIT tubes, and RNAlater are acceptable choices for fecal sample collection methods in future WGSS studies.IMPORTANCE A major direction for future microbiome research is implementation of fecal sample collections in large-scale, prospective epidemiologic studies. Studying microbiome-disease associations likely requires microbial data to be pooled from multiple studies. Our findings suggest collection methods that are most optimal to be used standardly across future WGSS microbiome studies.
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Affiliation(s)
- Doratha A Byrd
- Metabolic Epidemiology Branch, Division of Cancer Epidemiology & Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Rashmi Sinha
- Metabolic Epidemiology Branch, Division of Cancer Epidemiology & Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Kristi L Hoffman
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, Texas, USA
| | - Jun Chen
- Microbiome Program, Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota, USA
- Health Sciences Research, Mayo Clinic, Rochester, Minnesota, USA
| | - Xing Hua
- Biostatistics Branch, Division of Cancer Epidemiology & Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Jianxin Shi
- Biostatistics Branch, Division of Cancer Epidemiology & Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Nicholas Chia
- Microbiome Program, Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota, USA
- Health Sciences Research, Mayo Clinic, Rochester, Minnesota, USA
- Department of Surgery, Mayo Clinic, Rochester, Minnesota, USA
- Biomedical Engineering and Physiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Joseph Petrosino
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, Texas, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas, USA
| | - Emily Vogtmann
- Metabolic Epidemiology Branch, Division of Cancer Epidemiology & Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
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Riquelme EM, Zhang Y, Zhang L, Maria M, Michelle Z, Dong W, Quesada P, Sahin I, Chandra V, Lucas AS, Scheet P, Xu H, Hanash SM, Feng L, Ajami N, Petrosino J, Peterson CB, Nejman D, Kim MP, Sears CL, Wood LD, Maitra A, Straussman R, Katz M, White JR, Jenq R, Wargo J, McAllister F. Abstract 2829: Pancreatic tumor microbiome and associated immune responses determine clinical outcomes. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-2829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Most patients diagnosed with pancreatic adenocarcinoma (PDAC) survive less than 5 years, but a very small subset of patients survive longer. The factors that determine the long-term survivorship remain elusive. Recently, studies have shown that bacteria can be found in PDAC which may influence therapy responses. In this study, we aimed to determine if the tumor microbiome, and its associated immune responses, can guide long-term survivorship in resected PDAC patients. Using 16S rRNA gene sequencing, we analyzed the tumor microbiome composition and immunoprofile in PDAC patients who survived less than 5 years (short term survivors, STS) versus those who survived more than 5 years (long term survivors, LTS) in two independent cohorts of patients from two institutions (MD Anderson Cancer Center and Johns Hopkins University). We found higher alpha-diversity in the tumor microbiome from LTS compared to STS PDAC patients. Additionally, we found greater densities of immune cells in the LTS compared to STS, with significant correlation with alpha-diversity. Taken together, our study demonstrates that the PDAC microbiome composition may influence the host immune response and the natural history of the disease.
E.R. and Y.Z. contributed equally to this work.
Citation Format: Erick M. Riquelme, Yu Zhang, Liangliang Zhang, Montiel Maria, Zoltan Michelle, Wenli Dong, Pompeyo Quesada, Ismet Sahin, Vidhi Chandra, Anthony San Lucas, Paul Scheet, Hanwen Xu, Samir M. Hanash, Lei Feng, Nadim Ajami, Joseph Petrosino, Christine B. Peterson, Deborah Nejman, Michael P. Kim, Cynthia L. Sears, Laura D. Wood, Anirban Maitra, Ravid Straussman, Matthew Katz, James Robert White, Robert Jenq, Jennifer Wargo, Florencia McAllister. Pancreatic tumor microbiome and associated immune responses determine clinical outcomes [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 2829.
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Affiliation(s)
| | - Yu Zhang
- 1UT MD Anderson Cancer Ctr., Houston, TX
| | | | | | | | - Wenli Dong
- 1UT MD Anderson Cancer Ctr., Houston, TX
| | | | | | | | | | | | - Hanwen Xu
- 1UT MD Anderson Cancer Ctr., Houston, TX
| | | | - Lei Feng
- 1UT MD Anderson Cancer Ctr., Houston, TX
| | | | | | | | | | | | | | - Laura D. Wood
- 5Johns Hopkins University School of Medicine, Baltimore, MD
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Dempsey JL, Shi X, Gu H, Lehmler H, Petrosino J, Walker C, Kavanagh TJ, Cui JY. Neonatal Oral Exposure to Environmental Chemicals Produces Persistent Dysbiosis Corresponding to Hepatic Epigenetic Reprogramming in Adult Mice. FASEB J 2019. [DOI: 10.1096/fasebj.2019.33.1_supplement.lb23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Joseph L. Dempsey
- Environmental and Occupational Health SciencesUniversity of WashingtonSeattleWA
| | - Xiajian Shi
- School of Nutrition and Health PromotionArizona State UniversityScottsdaleAZ
| | - Haiwei Gu
- School of Nutrition and Health PromotionArizona State UniversityScottsdaleAZ
| | | | | | - Cheryl Walker
- Molecular Virology and MicrobiologyBaylor UniversityHoustonTX
| | | | - Julia Yue Cui
- Environmental and Occupational Health SciencesUniversity of WashingtonSeattleWA
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Colbert L, Delgado Medrano A, Mikkelson M, Previs R, Eifel P, Jhingran A, Ramondetta L, Futreal P, Jazaeri A, Frumovitz M, Schmeler K, Hillman R, Matthew G, Hutchinson D, Ajami N, Stecklein S, Okhuysen P, Petrosino J, Hahn S, Klopp A. Clonal Expansion of Antigen Specific T-Cells during Radiation Therapy for HPV Associated Cervical Cancers Is Regulated By the Vaginal Microbiome. Int J Radiat Oncol Biol Phys 2018. [DOI: 10.1016/j.ijrobp.2018.06.145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Call L, Stoll B, Oosterloo B, Ajami N, Sheikh F, Wittke A, Waworuntu R, Berg B, Petrosino J, Olutoye O, Burrin D. Metabolomic signatures distinguish the impact of formula carbohydrates on disease outcome in a preterm piglet model of NEC. Microbiome 2018; 6:111. [PMID: 29921329 PMCID: PMC6009052 DOI: 10.1186/s40168-018-0498-0] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Accepted: 06/08/2018] [Indexed: 06/08/2023]
Abstract
BACKGROUND Major risk factors for necrotizing enterocolitis (NEC) include premature birth and formula feeding in the context of microbial colonization of the gastrointestinal tract. We previously showed that feeding formula composed of lactose vs. corn syrup solids protects against NEC in preterm pigs; however, the microbial and metabolic effects of these different carbohydrates used in infant formula has not been explored. OBJECTIVE Our objective was to characterize the effects of lactose- and corn syrup solid-based formulas on the metabolic and microbial profiles of preterm piglets and to determine whether unique metabolomic or microbiome signatures correlate with severity or incidence of NEC. DESIGN/METHODS Preterm piglets (103 days gestation) were given total parenteral nutrition (2 days) followed by gradual (5 days) advancement of enteral feeding of formulas matched in nutrient content but containing either lactose (LAC), corn syrup solids (CSS), or 1:1 mix (MIX). Gut contents and mucosal samples were collected and analyzed for microbial profiles by sequencing the V4 region of the 16S rRNA gene. Metabolomic profiles of cecal contents and plasma were analyzed by LC/GC mass spectrometry. RESULTS NEC incidence was 14, 50, and 44% in the LAC, MIX, and CSS groups, respectively. The dominant classes of bacteria were Bacilli, Clostridia, and Gammaproteobacteria. The number of observed OTUs was lowest in colon contents of CSS-fed pigs. CSS-based formula was associated with higher Bacilli and lower Clostridium from clusters XIVa and XI in the colon. NEC was associated with decreased Gammaproteobacteria in the stomach and increased Clostridium sensu stricto in the ileum. Plasma from NEC piglets was enriched with metabolites of purine metabolism, aromatic amino acid metabolism, and bile acids. Markers of glycolysis, e.g., lactate, were increased in the cecal contents of CSS-fed pigs and in plasma of pigs which developed NEC. CONCLUSIONS Feeding formula containing lactose is not completely protective against NEC, yet selects for greater microbial richness associated with changes in Bacilli and Clostridium and lower NEC incidence. We conclude that feeding preterm piglets a corn syrup solid vs. lactose-based formula increases the incidence of NEC and produces distinct metabolomic signatures despite modest changes in microbiome profiles.
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Affiliation(s)
- Lee Call
- Department Pediatric Gastroenterology, Hepatology, and Nutrition, USDA-ARS Children’s Nutrition Research Center, 1100 Bates Ave, Houston, TX 77030 USA
| | - Barbara Stoll
- Department Pediatric Gastroenterology, Hepatology, and Nutrition, USDA-ARS Children’s Nutrition Research Center, 1100 Bates Ave, Houston, TX 77030 USA
| | - Berthe Oosterloo
- Department Pediatric Gastroenterology, Hepatology, and Nutrition, USDA-ARS Children’s Nutrition Research Center, 1100 Bates Ave, Houston, TX 77030 USA
| | - Nadim Ajami
- Alkek Center for Metagenomics and Microbiome Research, Baylor College of Medicine, One Baylor Plaza, MS BCM385, Houston, TX 77030 USA
| | - Fariha Sheikh
- Division of Pediatric Surgery, Baylor College of Medicine, 6701 Fannin St, Suite 1210, Houston, TX 77030 USA
| | - Anja Wittke
- Mead Johnson Pediatric Nutrition Institute, 2400 W Lloyd Expressway, Evansville, IN 47712 USA
| | - Rosaline Waworuntu
- Mead Johnson Pediatric Nutrition Institute, 2400 W Lloyd Expressway, Evansville, IN 47712 USA
| | - Brian Berg
- Mead Johnson Pediatric Nutrition Institute, 2400 W Lloyd Expressway, Evansville, IN 47712 USA
| | - Joseph Petrosino
- Alkek Center for Metagenomics and Microbiome Research, Baylor College of Medicine, One Baylor Plaza, MS BCM385, Houston, TX 77030 USA
| | - Oluyinka Olutoye
- Division of Pediatric Surgery, Baylor College of Medicine, 6701 Fannin St, Suite 1210, Houston, TX 77030 USA
| | - Douglas Burrin
- Department Pediatric Gastroenterology, Hepatology, and Nutrition, USDA-ARS Children’s Nutrition Research Center, 1100 Bates Ave, Houston, TX 77030 USA
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Durgan D, Ganesh BP, Nelson J, Eskew J, Ajami N, Petrosino J, Bryan R. Examining the Role of Gut Dysbiosis in Neuroinflammation and Hypertension in a Model of Obstructive Sleep Apnea. FASEB J 2018. [DOI: 10.1096/fasebj.2018.32.1_supplement.582.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Colbert LE, Medrano AD, Previs RA, Eifel PJ, Jhingran A, Ramondetta LM, Futreal PA, Jazaeri AA, Hillman RT, Frumovitz MM, Schmeler KM, Mikkelson M, Mathew G, Ajami N, Okhuysen P, Petrosino J, Hahn SM, Klopp A. Association of changes in vaginal microbiome with oligoclonal T-cell expansion and early response to chemoradiation for cervical cancer. J Clin Oncol 2018. [DOI: 10.1200/jco.2018.36.5_suppl.8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
8 Background: The composition of the vaginal microbiome has been shown to affect clearance of HPV virus and transformation to invasive cancer. Clinical studies correlating the vaginal microbiome with immune activation and response to cancer treatment are lacking. We profiled intratumoral T-cell clonality during radiation therapy and correlated it with the diversity of the vaginal flora. Methods: Thirty patients with newly diagnosed locally advanced cervical cancer were enrolled on a prospective study to characterize changes in the cervical microbiome during chemoradiation. Cervical samples were obtained before radiation therapy and during the 1st, 3rd, and 5th week of radiation therapy. The vaginal microbiome was characterized using 16 sRNA gene sequencing to produce operational taxonomic units (OTU’s) representing individual bacterial species. Disease response was categorized as early response (ER), late response (LR), or nonresponse (NR) on the basis of clinical examination at brachytherapy and 3-month PET/CT. Twenty patients had T-cell receptor β sequencing of DNA performed using the ImmunoSEQ platform. The maximum productive frequency of the top three clones (MP3) was used to assess T-cell clonality. Results: Early response was associated with clonal T-cell expansion with an increase of MP3 of 11.1% during treatment as compared to a decline of 6.1% in patients with LR/NR (p = 0.05). Early response was also associated with lower quantity of observed OTU’s of vaginal microbiota (25.0 [SD 12.68]) vs patients with LR/NR (41.15 [SD = 23.3]) (p = 0·03). Increased MP3 was associated with increased abundance of Corynebacteriales (R = 0.90; p < .0001) , Actinomycetales (R = 0.83; p < .0001) and Bifidobacteriales (R = 0.82; p < .0001) . Decreased MP3 was associated with increased abundance of lactobacillus (R = -0.61; p < .0001). Conclusions: Increased diversity of the vaginal microbiome is negatively associated with outcome, supporting previous clinical studies in non-cancer settings. Specific vaginal bacterial species are associated with increased or decreased T-cell clonality at completion of radiation.
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Affiliation(s)
| | | | | | | | - Anuja Jhingran
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | | | | | | | | | | | | | | | | | | | | | - Ann Klopp
- University of Texas MD Anderson Cancer Center, Houston, TX
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Gopalakrishnan V, Spencer C, Reuben A, Prieto P, Vicente D, Karpinets TV, Hudgens CW, Hutchinson DS, Tetzlaff M, Lazar A, Davies MA, Gershenwald JE, Jenq R, Hwu P, Sharma P, Allison J, Futreal A, Ajami N, Petrosino J, Daniel-MacDougall C, Wargo JA. Abstract 2672: Response to anti-PD-1 based therapy in metastatic melanoma patients is associated with the diversity and composition of the gut microbiome. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-2672] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Melanoma therapy has benefitted greatly from immune checkpoint blockade, although responses are variable and not always durable. There is a growing appreciation of the role of the microbiome in cancer-related outcomes and recent evidence in murine models suggests that modulation of the gut microbiome may enhance responses to immune checkpoint blockade in melanoma. However this has not been investigated in patients. Here, we demonstrate that differential bacterial “signatures” exist in the gut microbiome of responders (R) and non-responders (NR) to anti-PD-1 therapy, and that insights gained could be used to derive actionable strategies to enhance responses.
Methods: We collected buccal (n=105) and stool (n=53) samples from a cohort of anti-PD-1 treated metastatic melanoma patients (n=110). Patients were classified as either R or NR based on RECIST criteria, and 16S rDNA, and whole-genome shotgun sequencing was performed to characterize the diversity, composition and functional capabilities of the microbiomes. Immune profiling (via 7-marker IHC panel of CD3, CD8, PD-1, PD-L1, Granzyme B, RORγT and FoxP3) and cytokine analyses were also performed on available tumors and serum samples at baseline.
Results: In these studies, we observed significant differences in the diversity and composition of the gut microbiome in R versus NR to PD-1 blockade at baseline, but no clear differences in buccal microbiomes. Specifically, R had a significantly higher alpha diversity compared to NR (p=0.017), and the Ruminococcaceae family of the Clostridiales order was enriched in R whereas Prevotellaceae family of the Bacteroidales order was enriched in NR. Immune profiling demonstrated significantly increased immune infiltrates in baseline tumor samples of R, with a positive correlation between CD8, CD3, PD-1 and FoxP3 T-cell density and abundance of specific bacteria enriched in R (e.g. Faecalibacterium). Low diversity was also associated with elevated levels of chronic inflammation markers in the serum at baseline. Lastly, we saw differentially abundant metabolic pathways in the gut microbiomes of R (pyrimidine nucleotide biosynthesis, fatty acid biosynthesis, shikimate pathway) vs NR (Tricarboxylic acid cycle, assimilatory sulphate and nitrate reduction, tryptophan biosynthesis).
Conclusion: Differences exist in the diversity and composition of the gut microbiome in R vs NR to anti-PD-1 therapy and these microbiota could bridge the gap between host metabolism and anti-tumor immunity. These results have far-reaching implications and suggest that modifications to the gut microbiome could potentially enhance therapeutic responses to immune checkpoint blockade.
Citation Format: Vancheswaran Gopalakrishnan, Christine Spencer, Alexandre Reuben, Peter Prieto, Diego Vicente, Tatiana V. Karpinets, Courtney W. Hudgens, Diane S. Hutchinson, Michael Tetzlaff, Alexander Lazar, Michael A. Davies, Jeffrey E. Gershenwald, Robert Jenq, Patrick Hwu, Padmanee Sharma, James Allison, Andrew Futreal, Nadim Ajami, Joseph Petrosino, Carrie Daniel-MacDougall, Jennifer A. Wargo. Response to anti-PD-1 based therapy in metastatic melanoma patients is associated with the diversity and composition of the gut microbiome [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 2672. doi:10.1158/1538-7445.AM2017-2672
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Gopalakrishnan V, Spencer C, Reuben A, Karpinets T, Hutchinson D, Hoffman K, Prieto PA, Tetzlaff MT, Lazar A, Davies MA, Gershenwald JE, Jenq RR, Hwu P, Sharma P, Allison JP, Futreal A, Ajami N, Petrosino J, Daniel-MacDougall C, Wargo JA. Association of diversity and composition of the gut microbiome with differential responses to PD-1 based therapy in patients with metastatic melanoma. J Clin Oncol 2017. [DOI: 10.1200/jco.2017.35.7_suppl.2] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
2 Background: Tremendous advances have been made in cancer therapy through the use of immune checkpoint blockade, although responses are not always durable. There is a growing appreciation of the role of the microbiome in cancer-related outcomes and recent evidence in murine models suggests that modulation of the gut microbiome may enhance responses to immune checkpoint blockade in melanoma. However this has not been investigated in patients. Here, we demonstrate that differential bacterial “signatures” exist in the gut microbiome of responders (R) and non-responders (NR) to anti-PD1 therapy at baseline, and that insights gained could be used to derive actionable strategies to enhance responses. Methods: We collected oral (n = 222) and gut microbiome (n = 113) samples on a large cohort of patients with metastatic melanoma (n = 228), with a majority treated with anti-PD1 therapy (n = 110). Patients were classified as either R or NR based on RECIST criteria, and 16S rRNA gene sequencing was performed to characterize the diversity and composition of the microbiomes. Immune profiling (via 7-marker IHC panel of CD3, CD8, PD-1, PD-L1, Granzyme B, RORγT and FoxP3) was performed in available tumors at baseline. Results: In these studies, we observed significant differences in the diversity and composition of the gut microbiome in R versus NR to PD1 blockade at baseline, but no clear differences in oral microbiomes. Specifically, R had a significantly higher alpha diversity compared to NR (p = 0.017). Notable differences were also seen in the composition of the gut microbiome of R versus NR. Immune profiling demonstrated significantly increased immune infiltrates in baseline tumor samples of R, with a positive correlation between CD8, CD3, PD1 and FoxP3 T-cell density and abundance of specific bacteria enriched in R (e.g. Faecalibacterium). Conclusions: Differences exist in the diversity and composition of the gut microbiome in R vs NR to anti-PD1 therapy. These results have far-reaching implications and suggest that modifications to the gut microbiome could potentially enhance therapeutic responses to immune checkpoint blockade.
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Affiliation(s)
| | | | | | | | | | | | - Peter A. Prieto
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Alexander Lazar
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | | | - Patrick Hwu
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Padmanee Sharma
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Andrew Futreal
- The University of Texas MD Anderson Cancer Center, Houston, TX
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Nelson JW, Durgan D, Ajami N, Petrosino J, Bryan R. Abstract WP427: Examining the Role of Gut Dysbiosis in Cerebral Small Vessel Disease. Stroke 2017. [DOI: 10.1161/str.48.suppl_1.wp427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The importance of a healthy gut microbiota on host physiology is becoming increasingly evident. Recent studies suggest that alterations to the microbiota can have adverse effects beyond the GI tract, and has been linked to hypertension and stroke. Thus we hypothesized that gut dysbiosis could contribute to the development of cerebral small vessel disease (CSVD). Giving merit to this hypothesis, we found that the microbiota of the spontaneously hypertensive stroke prone rat (SHRSP) is significantly different than that of WKY controls. Using 16s rRNA sequencing of bacterial DNA we found that SHRSP animals had decreases in measures of bacterial richness (p=.005) and diversity (p=.028), indicative of gut dysbiosis. Phenotypically, CSVD includes vessel remodeling, BBB breakdown and neuroinflammation. Gut dysbiosis is often associated with a leaky gut barrier that allows bacteria to enter the systemic circulation. We observed significantly greater permeability of the SHRSP colon barrier when compared to WKY (p=.026). We next sought to determine if impaired colon barrier function in SHRSP could lead to increased bacterial translocation to the periphery and ultimately to the brain. Brains were harvested from 24 week old SHRSP and WKY animals and qRT-PCR of the 16s rRNA gene was performed to detect the presence of bacteria in the brain. We discovered that SHRSP animals displayed a 50% increase in bacterial 16S rRNA load in the brain compared to WKY animals (p=.0063) confirming that bacteria are not only present in CSVD rats, but also in greater abundance than WKYs. Similarly, we found that SHRSP animals displayed a near 2-fold increase of the bacterial endotoxin LPS in the brain, as compared to WKY brain LPS levels (p=.01). Finally, to further confirm the presence of bacterial components in the brain we used immunofluorescence imaging to visualize peptidoglycan (PG), a molecule found solely in bacterial cell walls. We discovered that we could visualize the presence of PG in the brains of SHRSP animals, and note that PG was commonly observed inside microglia. We conclude from this study that SHRSP rats exhibit gut dysbiosis, gut barrier breakdown, and bacterial products in the brain. Further studies will examine how this bacterial presence contributes to the CSVD phenotypes.
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Malik F, Okhuysen P, Alousi A, Shpall E, Shelburne S, Petrosino J, Rezvani K, Ajami NJ, Ghosh N, Carlin L, Chemaly R. Fecal Indole Correlates With Loss of Microbiome Diversity in Hematopoietic Stem Cell Transplant (HSCT) Recipients With and Without Intestinal Graft-Versus-Host Disease (iGVHD). Open Forum Infect Dis 2015. [DOI: 10.1093/ofid/ofv131.75] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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Gilbert JA, Ball M, Blainey P, Blaser MJ, Bohannan BJM, Bateman A, Bunge J, Dominguez-Bello MG, Epstein S, Fierer N, Gevers D, Grikscheit T, Hamdan LJ, Harvey J, Huttenhower C, Kirkup B, Kong HH, Lauber C, Lemon KP, Lynch SV, Martin L, Mello C, Palma J, Parker R, Petrosino J, Segre JA, Vosshall L, Yi R, Knight R. Meeting report for the 1st skin microbiota workshop, boulder, CO October 15-16 2012. Stand Genomic Sci 2014. [PMCID: PMC4334105 DOI: 10.1186/1944-3277-9-13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
This report details the outcome of the 1st Skin Microbiota Workshop, Boulder, CO, held on October 15th-16th 2012. The workshop was arranged to bring Department of Defense personnel together with experts in microbial ecology, human skin physiology and anatomy, and computational techniques for interrogating the microbiome to define research frontiers at the intersection of these important areas. The workshop outlined a series of questions and created several working groups to address those questions, specifically to promote interdisciplinary activity and potential future collaboration. The US Army provided generous grant support and the meeting was organized and hosted by the University of Colorado at Boulder. A primary forward vision of the meeting was the importance of understanding skin microbial communities to improve the health and stealth of US Army warfighters.
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Abstract
Humans and their microbiomes have coevolved as a physiologic community composed of distinct body site niches with metabolic and antigenic diversity. The placental microbiome has not been robustly interrogated, despite recent demonstrations of intracellular bacteria with diverse metabolic and immune regulatory functions. A population-based cohort of placental specimens collected under sterile conditions from 320 subjects with extensive clinical data was established for comparative 16S ribosomal DNA-based and whole-genome shotgun (WGS) metagenomic studies. Identified taxa and their gene carriage patterns were compared to other human body site niches, including the oral, skin, airway (nasal), vaginal, and gut microbiomes from nonpregnant controls. We characterized a unique placental microbiome niche, composed of nonpathogenic commensal microbiota from the Firmicutes, Tenericutes, Proteobacteria, Bacteroidetes, and Fusobacteria phyla. In aggregate, the placental microbiome profiles were most akin (Bray-Curtis dissimilarity <0.3) to the human oral microbiome. 16S-based operational taxonomic unit analyses revealed associations of the placental microbiome with a remote history of antenatal infection (permutational multivariate analysis of variance, P = 0.006), such as urinary tract infection in the first trimester, as well as with preterm birth <37 weeks (P = 0.001).
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Affiliation(s)
- Kjersti Aagaard
- Division of Maternal-Fetal Medicine, Departments of Obstetrics and Gynecology, Baylor College of Medicine and Texas Children's Hospital, Houston, TX 77030, USA. Department of Molecular and Human Genetics, Bioinformatics Research Laboratory, Baylor College of Medicine, Houston, TX 77030, USA. Department of Molecular and Cell Biology, Baylor College of Medicine, Houston, TX 77030, USA.
| | - Jun Ma
- Division of Maternal-Fetal Medicine, Departments of Obstetrics and Gynecology, Baylor College of Medicine and Texas Children's Hospital, Houston, TX 77030, USA. Department of Molecular and Human Genetics, Bioinformatics Research Laboratory, Baylor College of Medicine, Houston, TX 77030, USA
| | - Kathleen M Antony
- Division of Maternal-Fetal Medicine, Departments of Obstetrics and Gynecology, Baylor College of Medicine and Texas Children's Hospital, Houston, TX 77030, USA
| | - Radhika Ganu
- Division of Maternal-Fetal Medicine, Departments of Obstetrics and Gynecology, Baylor College of Medicine and Texas Children's Hospital, Houston, TX 77030, USA
| | - Joseph Petrosino
- Department of Microbiology and Molecular Virology, Alkek Center for Metagenomics and Microbiome Research, Baylor College of Medicine, Houston, TX 77030, USA
| | - James Versalovic
- Department of Pathology and Immunology, Baylor College of Medicine and Texas Children's Hospital, Houston, TX 77030, USA
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