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Abreu MT, Davies JM, Quintero MA, Delmas A, Diaz S, Martinez CD, Venables T, Reich A, Crynen G, Deshpande AR, Kerman DH, Damas OM, Fernandez I, Santander AM, Pignac-Kobinger J, Burgueno JF, Sundrud MS. Transcriptional Behavior of Regulatory T Cells Predicts IBD Patient Responses to Vedolizumab Therapy. Inflamm Bowel Dis 2022; 28:1800-1812. [PMID: 35993552 DOI: 10.1093/ibd/izac151] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [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: 12/11/2021] [Indexed: 12/07/2022]
Abstract
BACKGROUND Inflammatory bowel disease (IBD) involves chronic T cell-mediated inflammatory responses. Vedolizumab (VDZ), a monoclonal antibody against α4β7 integrin, inhibits lymphocyte extravasation into intestinal mucosae and is effective in ulcerative colitis (UC) and Crohn's disease (CD). AIM We sought to identify immune cell phenotypic and gene expression signatures that related to response to VDZ. METHODS Peripheral blood (PBMC) and lamina propria mononuclear cells (LPMCs) were analyzed by flow cytometry and Cytofkit. Sorted CD4 + memory (Tmem) or regulatory T (Treg) cells from PBMC and LPMC were analyzed by RNA sequencing (RNA-seq). Clinical response (≥2-point drop in partial Mayo scores [UC] or Harvey-Bradshaw index [CD]) was assessed 14 to 22 weeks after VDZ initiation. Machine-learning models were used to infer combinatorial traits that predicted response to VDZ. RESULTS Seventy-one patients were enrolled: 37 received VDZ and 21 patients remained on VDZ >2 years. Fourteen of 37 patients (38%; 8 UC, 6 CD) responded to VDZ. Immune cell phenotypes and CD4 + Tmem and Treg transcriptional behaviors were most divergent between the ileum and colon, irrespective of IBD subtype or inflammation status. Vedolizumab treatment had the greatest impact on Treg metabolic pathways, and response was associated with increased expression of genes involved in oxidative phosphorylation. The strongest clinical predictor of VDZ efficacy was concurrent use of thiopurines. Mucosal tissues offered the greatest number of response-predictive biomarkers, whereas PBMC Treg-expressed genes were the best predictors in combinatorial models of response. CONCLUSIONS Mucosal and peripheral blood immune cell phenotypes and transcriptional profiles can inform VDZ efficacy and inform new opportunities for combination therapies.
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Affiliation(s)
- Maria T Abreu
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Julie M Davies
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Maria A Quintero
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Amber Delmas
- Department of Immunology and Microbiology, The Scripps Research Institute, Jupiter, Florida, USA
| | - Sophia Diaz
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Catherine D Martinez
- Department of Immunology and Microbiology, The Scripps Research Institute, Jupiter, Florida, USA
| | - Thomas Venables
- Department of Immunology and Microbiology, The Scripps Research Institute, Jupiter, Florida, USA
| | - Adrian Reich
- Center for Computational Biology and Bioinformatics, The Scripps Research Institute, Jupiter, Florida, USA
| | - Gogce Crynen
- Center for Computational Biology and Bioinformatics, The Scripps Research Institute, Jupiter, Florida, USA
| | - Amar R Deshpande
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - David H Kerman
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Oriana M Damas
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Irina Fernandez
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Ana M Santander
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Judith Pignac-Kobinger
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Juan F Burgueno
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Mark S Sundrud
- Department of Immunology and Microbiology, The Scripps Research Institute, Jupiter, Florida, USA
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Tyler CJ, Guzman M, Lundborg LR, Yeasmin S, Zgajnar N, Jedlicka P, Bamias G, Rivera-Nieves J. Antibody secreting cells are critically dependent on integrin α4β7/MAdCAM-1 for intestinal recruitment and control of the microbiota during chronic colitis. Mucosal Immunol 2022; 15:109-119. [PMID: 34433904 PMCID: PMC8732264 DOI: 10.1038/s41385-021-00445-z] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Revised: 08/02/2021] [Accepted: 08/07/2021] [Indexed: 02/04/2023]
Abstract
T and B cells employ integrin α4β7 to migrate to intestine under homeostatic conditions. Whether those cells differentially rely on α4β7 for homing during inflammatory conditions has not been fully examined. This may have implications for our understanding of the mode of action of anti-integrin therapies in inflammatory bowel disease (IBD). Here, we examined the role of α4β7 integrin during chronic colitis using IL-10-/- mice, β7-deficient IL-10-/-, IgA-deficient IL-10-/- mice, and antibody blockade of MAdCAM-1. We found that α4β7 was predominantly expressed by B cells. β7 deficiency and MAdCAM-1 blockade specifically depleted antibody secreting cells (ASC) (not T cells) from the colonic LP, leading to a fecal pan-immunoglobulin deficit, severe colitis, and alterations of microbiota composition. Colitis was not due to defective regulation, as dendritic cells (DC), regulatory T cells, retinaldehyde dehydrogenase (RALDH) expression, activity, and regulatory T/B-cell cytokines were all comparable between the strains/treatment. Finally, an IgA deficit closely recapitulated the clinical phenotype and altered microbiota composition of β7-deficient IL-10-/- mice. Thus, a luminal IgA deficit contributes to accelerated colitis in the β7-deficient state. Given the critical/nonredundant dependence of IgA ASC on α4β7:MAdCAM-1 for intestinal homing, B cells may represent unappreciated targets of anti-integrin therapies.
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Affiliation(s)
- Christopher J. Tyler
- San Diego VA Medical Center, San Diego, CA USA ,grid.266100.30000 0001 2107 4242Division of Gastroenterology, University of California San Diego, La Jolla, CA USA
| | - Mauricio Guzman
- San Diego VA Medical Center, San Diego, CA USA ,grid.266100.30000 0001 2107 4242Division of Gastroenterology, University of California San Diego, La Jolla, CA USA
| | - Luke R. Lundborg
- San Diego VA Medical Center, San Diego, CA USA ,grid.266100.30000 0001 2107 4242Division of Gastroenterology, University of California San Diego, La Jolla, CA USA
| | - Shaila Yeasmin
- San Diego VA Medical Center, San Diego, CA USA ,grid.266100.30000 0001 2107 4242Division of Gastroenterology, University of California San Diego, La Jolla, CA USA
| | - Nadia Zgajnar
- San Diego VA Medical Center, San Diego, CA USA ,grid.266100.30000 0001 2107 4242Division of Gastroenterology, University of California San Diego, La Jolla, CA USA
| | - Paul Jedlicka
- grid.241116.10000000107903411Department of Pathology, University of Colorado Denver, Denver, CO USA
| | - Giorgos Bamias
- grid.5216.00000 0001 2155 0800GI Unit, 3rd Academic Department of Internal Medicine, Sotiria Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Jesús Rivera-Nieves
- San Diego VA Medical Center, San Diego, CA USA ,grid.266100.30000 0001 2107 4242Division of Gastroenterology, University of California San Diego, La Jolla, CA USA
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Islam M, Chen B, Spraggins JM, Kelly RT, Lau KS. Use of Single-Cell -Omic Technologies to Study the Gastrointestinal Tract and Diseases, From Single Cell Identities to Patient Features. Gastroenterology 2020; 159:453-466.e1. [PMID: 32417404 PMCID: PMC7484006 DOI: 10.1053/j.gastro.2020.04.073] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [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: 11/17/2019] [Revised: 02/29/2020] [Accepted: 04/04/2020] [Indexed: 02/07/2023]
Abstract
Single cells are the building blocks of tissue systems that determine organ phenotypes, behaviors, and functions. Understanding the differences between cell types and their activities might provide us with insights into normal tissue physiology, development of disease, and new therapeutic strategies. Although -omic level single-cell technologies are a relatively recent development that have been used only in research settings, these approaches might eventually be used in the clinic. We review the prospects of applying single-cell genome, transcriptome, epigenome, proteome, and metabolome analyses to gastroenterology and hepatology research. Combining data from multi-omic platforms coupled to rapid technological development could lead to new diagnostic, prognostic, and therapeutic approaches.
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Affiliation(s)
- Mirazul Islam
- Epithelial Biology Center and Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Bob Chen
- Chemical and Physical Biology Program, Vanderbilt University, Nashville, Tennessee
| | - Jeffrey M Spraggins
- Mass Spectrometry Research Center, Departments of Biochemistry and Chemistry, Vanderbilt University, Nashville, Tennessee
| | - Ryan T Kelly
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, Utah
| | - Ken S Lau
- Epithelial Biology Center and Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, Tennessee; Chemical and Physical Biology Program, Vanderbilt University, Nashville, Tennessee.
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4
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Tyler CJ, Guzman M, Lundborg LR, Yeasmin S, Perez-Jeldres T, Yarur A, Behm B, Dulai PS, Patel D, Bamias G, Rivera-Nieves J. Inherent Immune Cell Variation Within Colonic Segments Presents Challenges for Clinical Trial Design. J Crohns Colitis 2020; 14:1364-1377. [PMID: 32239151 PMCID: PMC7533898 DOI: 10.1093/ecco-jcc/jjaa067] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [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: 12/15/2022]
Abstract
BACKGROUND AND AIMS Intestinal biopsy sampling during IBD trials represents a valuable adjunct strategy for understanding drug responses at the tissue level. Given the length and distinctive embryonic origins of the proximal and distal colon, we investigated whether inherent regional differences of immune cell composition could introduce confounders when sampling different disease stages, or pre/post drug administration. Here, we capitalise on novel mass cytometry technology to perform deep immunophenotyping of distinct healthy colonic segments, using the limited numbers of biopsies that can be harvested from patients. METHODS Biopsies [2.8 mm] were collected from the caecum, transverse colon, descending colon, and rectum of normal volunteers. Intestinal leukocytes were isolated, stained with a panel of 37 antibodies, and mass cytometry data acquired. RESULTS Site-specific patterns of leukocyte localisation were observed. The proximal colon featured increased CD8+ T cells [particularly resident memory], monocytes, and CD19+ B cells. Conversely, the distal colon and rectum tissues exhibited enrichment for CD4+ T cells and antibody-secreting cells. The transverse colon displayed increased abundance of both γδ T cells and NK cells. Subsets of leukocyte lineages also displayed gradients of expression along the colon length. CONCLUSIONS Our results show an inherent regional immune cell variation within colonic segments, indicating that regional mucosal signatures must be considered when assessing disease stages or the prospective effects of trial drugs on leukocyte subsets. Precise protocols for intestinal sampling must be implemented to allow for the proper interpretation of potential differences observed within leukocyte lineages present in the colonic lamina propria.
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Affiliation(s)
- Christopher J Tyler
- Inflammatory Bowel Disease Center, Division of Gastroenterology, University of California San Diego, La Jolla, CA, USA,San Diego VA Medical Center, San Diego, CA, USA
| | - Mauricio Guzman
- Inflammatory Bowel Disease Center, Division of Gastroenterology, University of California San Diego, La Jolla, CA, USA,San Diego VA Medical Center, San Diego, CA, USA
| | - Luke R Lundborg
- Inflammatory Bowel Disease Center, Division of Gastroenterology, University of California San Diego, La Jolla, CA, USA,San Diego VA Medical Center, San Diego, CA, USA
| | - Shaila Yeasmin
- Inflammatory Bowel Disease Center, Division of Gastroenterology, University of California San Diego, La Jolla, CA, USA,San Diego VA Medical Center, San Diego, CA, USA
| | - Tamara Perez-Jeldres
- Universidad Católica de Chile, Santiago, Chile,Hospital San Borja Arriarán, Santiago, Chile
| | - Andres Yarur
- Division of Gastroenterology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Brian Behm
- Division of Gastroenterology, University of Virginia, Charlottesville, VI, USA
| | | | - Derek Patel
- San Diego VA Medical Center, San Diego, CA, USA
| | - Giorgos Bamias
- GI Unit, 3rd Academic Department of Internal Medicine, National and Kapodistrian University of Athens, Sotiria Hospital, Athens, Greece
| | - Jesús Rivera-Nieves
- Inflammatory Bowel Disease Center, Division of Gastroenterology, University of California San Diego, La Jolla, CA, USA,San Diego VA Medical Center, San Diego, CA, USA,Corresponding author: Jesús Rivera-Nieves, MD, Inflammatory Bowel Disease Center, Division of Gastroenterology, University of California San Diego, 9500 Gilman Drive Bldg. BRF-II Rm. 4A32, San Diego, CA 92093-0063. Tel.: 858.534.5495; fax: 858.246.1788;
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5
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Irekeola AA, E. A. R. ENS, Mat Lazim N, Mohamud R, Yean CY, Shueb RH. Technical Considerations in Ex Vivo Human Regulatory T Cell Migration and Suppression Assays. Cells 2020; 9:cells9020487. [PMID: 32093265 PMCID: PMC7072784 DOI: 10.3390/cells9020487] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 02/17/2020] [Accepted: 02/19/2020] [Indexed: 12/16/2022] Open
Abstract
Regulatory T cells (Tregs) are renowned for maintaining homeostasis and self-tolerance through their ability to suppress immune responses. For over two decades, Tregs have been the subject of intensive research. The immunosuppressive and migratory potentials of Tregs have been exploited, especially in the areas of cancer, autoimmunity and vaccine development, and many assay protocols have since been developed. However, variations in assay conditions in different studies, as well as covert experimental factors, pose a great challenge to the reproducibility of results. Here, we focus on human Tregs derived from clinical samples and highlighted caveats that should be heeded when conducting Tregs suppression and migration assays. We particularly delineated how factors such as sample processing, choice of reagents and equipment, optimization and other experimental conditions could introduce bias into the assay, and we subsequently proffer recommendations to enhance reliability and reproducibility of results. It is hoped that prioritizing these factors will reduce the tendencies of generating false and misleading results, and thus, help improve our understanding and interpretation of Tregs functional studies.
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Affiliation(s)
- Ahmad Adebayo Irekeola
- Department of Medical Microbiology and Parasitology, School of Medical Sciences, Universiti Sains Malaysia, Health Campus, Kubang Kerian 16150, Kelantan, Malaysia; (A.A.I.); (E.N.S.E.A.R.); (C.Y.Y.)
- Microbiology Unit, Department of Biological Sciences, College of Natural and Applied Sciences, Summit University Offa, Offa PMB 4412, Kwara State, Nigeria
| | - Engku Nur Syafirah E. A. R.
- Department of Medical Microbiology and Parasitology, School of Medical Sciences, Universiti Sains Malaysia, Health Campus, Kubang Kerian 16150, Kelantan, Malaysia; (A.A.I.); (E.N.S.E.A.R.); (C.Y.Y.)
| | - Norhafiza Mat Lazim
- Department of Otorhinolaryngology-Head and Neck Surgery, School of Medical Sciences, Universiti Sains Malaysia, Health Campus, Kubang Kerian 16150, Kelantan, Malaysia;
| | - Rohimah Mohamud
- Department of Immunology, School of Medical Sciences, Universiti Sains Malaysia, Health Campus, Kubang Kerian 16150, Kelantan, Malaysia;
| | - Chan Yean Yean
- Department of Medical Microbiology and Parasitology, School of Medical Sciences, Universiti Sains Malaysia, Health Campus, Kubang Kerian 16150, Kelantan, Malaysia; (A.A.I.); (E.N.S.E.A.R.); (C.Y.Y.)
| | - Rafidah Hanim Shueb
- Department of Medical Microbiology and Parasitology, School of Medical Sciences, Universiti Sains Malaysia, Health Campus, Kubang Kerian 16150, Kelantan, Malaysia; (A.A.I.); (E.N.S.E.A.R.); (C.Y.Y.)
- Correspondence:
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Reichard A, Asosingh K. Best Practices for Preparing a Single Cell Suspension from Solid Tissues for Flow Cytometry. Cytometry A 2018; 95:219-226. [PMID: 30523671 DOI: 10.1002/cyto.a.23690] [Citation(s) in RCA: 87] [Impact Index Per Article: 14.5] [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: 08/03/2018] [Revised: 09/26/2018] [Accepted: 11/02/2018] [Indexed: 01/02/2023]
Abstract
Preparing a single cell suspension is a critical step in any solid tissue flow cytometry experiment. Tissue dissection, enzymatic digestion, and mechanical dissociation are three significant steps leading to the degradation of the extracellular matrix and the isolation of single cells, allowing the generation of high-quality flow cytometry data. Cells and the extracellular matrix contain various proteins and other structures which must be considered when designing a tissue digestion protocol to preserve the viability of cells and the presence of relevant antigens while digesting matrix components and cleaving cell-cell junctions. Evaluation of the single cell suspension is essential before proceeding with the labeling of the cells as high viability and absence of cell debris and aggregates are critical for flow cytometry. The information presented should be used as a general guide of steps to consider when preparing a single cell suspension from solid tissues for flow cytometry experiments. © 2018 International Society for Advancement of Cytometry.
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Affiliation(s)
- Andrew Reichard
- Department of Inflammation and Immunity, Lerner Research Institute, The Cleveland Clinic, Cleveland, Ohio
| | - Kewal Asosingh
- Department of Inflammation and Immunity, Lerner Research Institute, The Cleveland Clinic, Cleveland, Ohio.,Flow Cytometry Core, Lerner Research Institute, The Cleveland Clinic, Cleveland, Ohio
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