1
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Xu S, Li X, Zhang S, Qi C, Zhang Z, Ma R, Xiang L, Chen L, Zhu Y, Tang C, Bourgonje AR, Li M, He Y, Zeng Z, Hu S, Feng R, Chen M. Oxidative stress gene expression, DNA methylation, and gut microbiota interaction trigger Crohn's disease: a multi-omics Mendelian randomization study. BMC Med 2023; 21:179. [PMID: 37170220 PMCID: PMC10173549 DOI: 10.1186/s12916-023-02878-8] [Citation(s) in RCA: 22] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Accepted: 04/21/2023] [Indexed: 05/13/2023] Open
Abstract
BACKGROUND Oxidative stress (OS) is a key pathophysiological mechanism in Crohn's disease (CD). OS-related genes can be affected by environmental factors, intestinal inflammation, gut microbiota, and epigenetic changes. However, the role of OS as a potential CD etiological factor or triggering factor is unknown, as differentially expressed OS genes in CD can be either a cause or a subsequent change of intestinal inflammation. Herein, we used a multi-omics summary data-based Mendelian randomization (SMR) approach to identify putative causal effects and underlying mechanisms of OS genes in CD. METHODS OS-related genes were extracted from the GeneCards database. Intestinal transcriptome datasets were collected from the Gene Expression Omnibus (GEO) database and meta-analyzed to identify differentially expressed genes (DEGs) related to OS in CD. Integration analyses of the largest CD genome-wide association study (GWAS) summaries with expression quantitative trait loci (eQTLs) and DNA methylation QTLs (mQTLs) from the blood were performed using SMR methods to prioritize putative blood OS genes and their regulatory elements associated with CD risk. Up-to-date intestinal eQTLs and fecal microbial QTLs (mbQTLs) were integrated to uncover potential interactions between host OS gene expression and gut microbiota through SMR and colocalization analysis. Two additional Mendelian randomization (MR) methods were used as sensitivity analyses. Putative results were validated in an independent multi-omics cohort from the First Affiliated Hospital of Sun Yat-sen University (FAH-SYS). RESULTS A meta-analysis from six datasets identified 438 OS-related DEGs enriched in intestinal enterocytes in CD from 817 OS-related genes. Five genes from blood tissue were prioritized as candidate CD-causal genes using three-step SMR methods: BAD, SHC1, STAT3, MUC1, and GPX3. Furthermore, SMR analysis also identified five putative intestinal genes, three of which were involved in gene-microbiota interactions through colocalization analysis: MUC1, CD40, and PRKAB1. Validation results showed that 88.79% of DEGs were replicated in the FAH-SYS cohort. Associations between pairs of MUC1-Bacillus aciditolerans and PRKAB1-Escherichia coli in the FAH-SYS cohort were consistent with eQTL-mbQTL colocalization. CONCLUSIONS This multi-omics integration study highlighted that OS genes causal to CD are regulated by DNA methylation and host-microbiota interactions. This provides evidence for future targeted functional research aimed at developing suitable therapeutic interventions and disease prevention.
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Affiliation(s)
- Shu Xu
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Xiaozhi Li
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Shenghong Zhang
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Cancan Qi
- Microbiome Medicine Center, Division of Laboratory Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Zhenhua Zhang
- Department of Computational Biology for Individualised Medicine, Centre for Individualised Infection Medicine & TWINCORE, Joint Ventures Between the Helmholtz Centre for Infection Research and the Hannover Medical School, Hannover, Germany
| | - Ruiqi Ma
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Liyuan Xiang
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Lianmin Chen
- Changzhou Medical Center, The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Nanjing Medical University, Changzhou, Jiangsu, China
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Yijun Zhu
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Ce Tang
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Arno R Bourgonje
- Department of Gastroenterology and Hepatology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Miaoxin Li
- Zhongshan School of Medicine, Center for Precision Medicine, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Yao He
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Zhirong Zeng
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Shixian Hu
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China.
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China.
| | - Rui Feng
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China.
- Department of Gastroenterology, Guangxi Hospital Division of The First Affiliated Hospital, Sun Yat-Sen University, Nanning, Guangxi, China.
| | - Minhu Chen
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China.
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2
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Walter RJ, Sonnentag SJ, Munoz-Sagredo L, Merkel M, Richert L, Bunert F, Heneka YM, Loustau T, Hodder M, Ridgway RA, Sansom OJ, Mely Y, Rothbauer U, Schmitt M, Orian-Rousseau V. Wnt signaling is boosted during intestinal regeneration by a CD44-positive feedback loop. Cell Death Dis 2022; 13:168. [PMID: 35190527 PMCID: PMC8861016 DOI: 10.1038/s41419-022-04607-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 01/17/2022] [Accepted: 02/04/2022] [Indexed: 12/24/2022]
Abstract
Enhancement of Wnt signaling is fundamental for stem cell function during intestinal regeneration. Molecular modules control Wnt activity by regulating signal transduction. CD44 is such a positive regulator and a Wnt target gene. While highly expressed in intestinal crypts and used as a stem cell marker, its role during intestinal homeostasis and regeneration remains unknown. Here we propose a CD44 positive-feedback loop that boosts Wnt signal transduction, thus impacting intestinal regeneration. Excision of Cd44 in Cd44fl/fl;VillinCreERT2 mice reduced Wnt target gene expression in intestinal crypts and affected stem cell functionality in organoids. Although the integrity of the intestinal epithelium was conserved in mice lacking CD44, they were hypersensitive to dextran sulfate sodium, and showed more severe inflammation and delayed regeneration. We localized the molecular function of CD44 at the Wnt signalosome, and identified novel DVL/CD44 and AXIN/CD44 complexes. CD44 thus promotes optimal Wnt signaling during intestinal regeneration.
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Affiliation(s)
- Romina J Walter
- Institute of Biological and Chemical Systems - Functional Molecular Systems (IBCS-FMS), Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, 76344, Eggenstein-Leopoldshafen, Germany
| | - Steffen J Sonnentag
- Institute of Biological and Chemical Systems - Functional Molecular Systems (IBCS-FMS), Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, 76344, Eggenstein-Leopoldshafen, Germany
| | - Leonel Munoz-Sagredo
- Institute of Biological and Chemical Systems - Functional Molecular Systems (IBCS-FMS), Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, 76344, Eggenstein-Leopoldshafen, Germany.,Faculty of Medicine, Universidad de Valparaiso, Angamos 655, 2540064, Vina del Mar, Chile
| | - Melanie Merkel
- Institute of Biological and Chemical Systems - Functional Molecular Systems (IBCS-FMS), Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, 76344, Eggenstein-Leopoldshafen, Germany
| | - Ludovic Richert
- UMR 7021 CNRS, Laboratoire de Bioimagerie et Pathologies, Faculté de Pharmacie, 74 route du Rhin, 67401, Illkirch, France
| | - Felix Bunert
- Institute of Biological and Chemical Systems - Functional Molecular Systems (IBCS-FMS), Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, 76344, Eggenstein-Leopoldshafen, Germany
| | - Yvonne M Heneka
- Institute of Biological and Chemical Systems - Functional Molecular Systems (IBCS-FMS), Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, 76344, Eggenstein-Leopoldshafen, Germany
| | - Thomas Loustau
- Institute of Biological and Chemical Systems - Functional Molecular Systems (IBCS-FMS), Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, 76344, Eggenstein-Leopoldshafen, Germany
| | - Michael Hodder
- Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow, G61 1BD, UK.,Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Glasgow, G61 1QH, UK
| | - Rachel A Ridgway
- Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow, G61 1BD, UK.,Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Glasgow, G61 1QH, UK
| | - Owen J Sansom
- Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow, G61 1BD, UK.,Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Glasgow, G61 1QH, UK
| | - Yves Mely
- UMR 7021 CNRS, Laboratoire de Bioimagerie et Pathologies, Faculté de Pharmacie, 74 route du Rhin, 67401, Illkirch, France
| | - Ulrich Rothbauer
- NMI Natural and Medical Sciences Institute at the University of Tuebingen, Markwiesenstrasse 55, 72770, Reutlingen, Germany.,Pharmaceutical Biotechnology, Eberhard Karls University Tuebingen, Auf der Morgenstelle 8, 72076, Tübingen, Germany
| | - Mark Schmitt
- Institute of Pharmacology, University of Marburg, Karl-von-Frisch-Strasse 2, 35043, Marburg, Germany
| | - Véronique Orian-Rousseau
- Institute of Biological and Chemical Systems - Functional Molecular Systems (IBCS-FMS), Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, 76344, Eggenstein-Leopoldshafen, Germany.
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3
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Mo A, Nagpal S, Gettler K, Haritunians T, Giri M, Haberman Y, Karns R, Prince J, Arafat D, Hsu NY, Chuang LS, Argmann C, Kasarskis A, Suarez-Farinas M, Gotman N, Mengesha E, Venkateswaran S, Rufo PA, Baker SS, Sauer CG, Markowitz J, Pfefferkorn MD, Rosh JR, Boyle BM, Mack DR, Baldassano RN, Shah S, LeLeiko NS, Heyman MB, Griffiths AM, Patel AS, Noe JD, Davis Thomas S, Aronow BJ, Walters TD, McGovern DPB, Hyams JS, Kugathasan S, Cho JH, Denson LA, Gibson G. Stratification of risk of progression to colectomy in ulcerative colitis via measured and predicted gene expression. Am J Hum Genet 2021; 108:1765-1779. [PMID: 34450030 DOI: 10.1016/j.ajhg.2021.07.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Accepted: 07/26/2021] [Indexed: 12/13/2022] Open
Abstract
An important goal of clinical genomics is to be able to estimate the risk of adverse disease outcomes. Between 5% and 10% of individuals with ulcerative colitis (UC) require colectomy within 5 years of diagnosis, but polygenic risk scores (PRSs) utilizing findings from genome-wide association studies (GWASs) are unable to provide meaningful prediction of this adverse status. By contrast, in Crohn disease, gene expression profiling of GWAS-significant genes does provide some stratification of risk of progression to complicated disease in the form of a transcriptional risk score (TRS). Here, we demonstrate that a measured TRS based on bulk rectal gene expression in the PROTECT inception cohort study has a positive predictive value approaching 50% for colectomy. Single-cell profiling demonstrates that the genes are active in multiple diverse cell types from both the epithelial and immune compartments. Expression quantitative trait locus (QTL) analysis identifies genes with differential effects at baseline and week 52 follow-up, but for the most part, differential expression associated with colectomy risk is independent of local genetic regulation. Nevertheless, a predicted polygenic transcriptional risk score (PPTRS) derived by summation of transcriptome-wide association study (TWAS) effects identifies UC-affected individuals at 5-fold elevated risk of colectomy with data from the UK Biobank population cohort studies, independently replicated in an NIDDK-IBDGC dataset. Prediction of gene expression from relatively small transcriptome datasets can thus be used in conjunction with TWASs for stratification of risk of disease complications.
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Affiliation(s)
- Angela Mo
- Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Sini Nagpal
- Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Kyle Gettler
- Charles Bronfman Institute of Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York City, NY 10029, USA
| | - Talin Haritunians
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Mamta Giri
- Charles Bronfman Institute of Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York City, NY 10029, USA
| | - Yael Haberman
- Cincinnati Children's Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA; Sheba Medical Center, Tel Hashomer, Tel Aviv University, Tel Aviv 5265601, Israel
| | - Rebekah Karns
- Cincinnati Children's Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
| | | | - Dalia Arafat
- Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Nai-Yun Hsu
- Charles Bronfman Institute of Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York City, NY 10029, USA
| | - Ling-Shiang Chuang
- Charles Bronfman Institute of Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York City, NY 10029, USA
| | - Carmen Argmann
- Icahn Institute for Data Science and Genomic Technology, and Department of Population Health Science and Policy, Mount Sinai School of Medicine, New York City, NY 10029, USA
| | - Andrew Kasarskis
- Icahn Institute for Data Science and Genomic Technology, and Department of Population Health Science and Policy, Mount Sinai School of Medicine, New York City, NY 10029, USA
| | - Mayte Suarez-Farinas
- Icahn Institute for Data Science and Genomic Technology, and Department of Population Health Science and Policy, Mount Sinai School of Medicine, New York City, NY 10029, USA
| | - Nathan Gotman
- University of North Carolina, Chapel Hill, NC 27516, USA
| | - Emebet Mengesha
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | | | - Paul A Rufo
- Harvard University-Children's Hospital Boston, Boston, MA 02115, USA
| | - Susan S Baker
- Women & Children's Hospital of Buffalo, Buffalo, NY 14222, USA
| | | | - James Markowitz
- Cohen Children's Medical Center of New York, New Hyde Park, NY 11040, USA
| | | | - Joel R Rosh
- Goryeb Children's Hospital-Atlantic Health, Morristown, NJ 07960, USA
| | | | - David R Mack
- Children's Hospital of East Ontario, Ottawa, ON K1P 1J1, Canada
| | | | - Sapana Shah
- Children's Hospital of Pittsburgh of UPMC, Pittsburgh, PA 15224, USA
| | - Neal S LeLeiko
- Department of Pediatrics, Columbia University, New York City, NY 10032, USA
| | - Melvin B Heyman
- University of California at San Francisco, San Francisco, CA 94143, USA
| | | | | | - Joshua D Noe
- Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | | | - Bruce J Aronow
- Cincinnati Children's Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
| | | | - Dermot P B McGovern
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Jeffrey S Hyams
- Connecticut Children's Medical Center, Hartford, CT 06106, USA
| | | | - Judy H Cho
- Charles Bronfman Institute of Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York City, NY 10029, USA
| | - Lee A Denson
- Cincinnati Children's Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
| | - Greg Gibson
- Georgia Institute of Technology, Atlanta, GA 30332, USA.
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4
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Berger K, Somineni H, Prince J, Kugathasan S, Gibson G. Altered splicing associated with the pathology of inflammatory bowel disease. Hum Genomics 2021; 15:47. [PMID: 34301333 PMCID: PMC8305504 DOI: 10.1186/s40246-021-00347-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Accepted: 07/17/2021] [Indexed: 12/11/2022] Open
Abstract
Background Aberrant splicing of individual genes is a well-known mechanism promoting pathology for a wide range of conditions, but disease is less commonly attributed to global disruption of exon usage. To explore the possible association of aberrant splicing with inflammatory bowel disease, we developed a pipeline for quantifying transcript abundance and exon inclusion transcriptome-wide and applied it to a dataset of ileal and rectal biopsies, both obtained in duplicate from 34 pediatric or young adult cases of ulcerative colitis and Crohn’s disease. Results Expression and splicing covary to some extent, and eight individuals exhibited aberrant profiles that can be explained by altered ratios of epithelial to stromal and immune cells. Ancestry-related biases in alternative splicing accounting for 5% of the variance were also observed, in part also related to cell-type proportions. In addition, two individuals were identified who had 284 exons with significantly divergent percent spliced in exons, including in the established IBD risk gene CEACAM1, which caused their ileal samples to resemble the rectum. Conclusions These results imply that quantitative differences in splice usage contribute to the pathology of inflammatory bowel disease in a previously unrecognized manner. Supplementary Information The online version contains supplementary material available at 10.1186/s40246-021-00347-y.
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Affiliation(s)
- Kiera Berger
- School of Biological Sciences and Center for Integrative Genomics, Georgia Institute of Technology, Atlanta, GA, 30332, USA
| | - Hari Somineni
- Department of Pediatrics, Emory University, Atlanta, GA, 30322, USA.,Current address: insitro, San Francisco, CA, 94080, USA
| | - Jarod Prince
- Department of Pediatrics, Emory University, Atlanta, GA, 30322, USA
| | - Subra Kugathasan
- Department of Pediatrics, Emory University, Atlanta, GA, 30322, USA
| | - Greg Gibson
- School of Biological Sciences and Center for Integrative Genomics, Georgia Institute of Technology, Atlanta, GA, 30332, USA.
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5
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Toyonaga T, Araba KC, Kennedy MM, Keith BP, Wolber EA, Beasley C, Steinbach EC, Schaner MR, Jain A, Long MD, Barnes EL, Herfarth HH, Isaacs KL, Hansen JJ, Kapadia MR, Guillem JG, Gulati AS, Sethupathy P, Furey TS, Ehre C, Sheikh SZ. Increased colonic expression of ACE2 associates with poor prognosis in Crohn's disease. Sci Rep 2021; 11:13533. [PMID: 34188154 PMCID: PMC8241995 DOI: 10.1038/s41598-021-92979-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Accepted: 06/18/2021] [Indexed: 12/13/2022] Open
Abstract
The host receptor for SARS-CoV-2, angiotensin-converting enzyme 2 (ACE2), is highly expressed in small intestine. Our aim was to study colonic ACE2 expression in Crohn's disease (CD) and non-inflammatory bowel disease (non-IBD) controls. We hypothesized that the colonic expression levels of ACE2 impacts CD course. We examined the expression of colonic ACE2 in 67 adult CD and 14 NIBD control patients using RNA-seq and quantitative (q) RT-PCR. We validated ACE2 protein expression and localization in formalin-fixed, paraffin-embedded matched colon and ileal tissues using immunohistochemistry. The impact of increased ACE2 expression in CD for the risk of surgery was evaluated by a multivariate regression analysis and a Kaplan–Meier estimator. To provide critical support for the generality of our findings, we analyzed previously published RNA-seq data from two large independent cohorts of CD patients. Colonic ACE2 expression was significantly higher in a subset of adult CD patients which was defined as the ACE2-high CD subset. IHC in a sampling of ACE2-high CD patients confirmed high ACE2 protein expression in the colon and ileum compared to ACE2-low CD and NIBD patients. Notably, we found that ACE2-high CD patients are significantly more likely to undergo surgery within 5 years of CD diagnosis, and a Cox regression analysis found that high ACE2 levels is an independent risk factor for surgery (OR 2.17; 95% CI, 1.10–4.26; p = 0.025). Increased intestinal expression of ACE2 is associated with deteriorated clinical outcomes in CD patients. These data point to the need for molecular stratification that can impact CD disease-related outcomes.
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Affiliation(s)
- Takahiko Toyonaga
- Center for Gastrointestinal Biology and Disease, University of North Carolina At Chapel Hill, 111 Mason Farm Road, 7312B MBRB, UNC Chapel Hill, Chapel Hill, NC, 27599, USA.,Department of Gastroenterology and Hepatology, The Jikei University School of Medicine, Tokyo, Japan
| | - Kenza C Araba
- Department of Genetics, Curriculum in Bioinformatics and Computational Biology, University of North Carolina At Chapel Hill, Chapel Hill, NC, USA.,Marsico Lung Institute, University of North Carolina At Chapel Hill, Chapel Hill, NC, USA
| | - Meaghan M Kennedy
- Center for Gastrointestinal Biology and Disease, University of North Carolina At Chapel Hill, 111 Mason Farm Road, 7312B MBRB, UNC Chapel Hill, Chapel Hill, NC, 27599, USA.,Department of Genetics, Curriculum in Bioinformatics and Computational Biology, University of North Carolina At Chapel Hill, Chapel Hill, NC, USA
| | - Benjamin P Keith
- Center for Gastrointestinal Biology and Disease, University of North Carolina At Chapel Hill, 111 Mason Farm Road, 7312B MBRB, UNC Chapel Hill, Chapel Hill, NC, 27599, USA.,Department of Genetics, Curriculum in Bioinformatics and Computational Biology, University of North Carolina At Chapel Hill, Chapel Hill, NC, USA
| | - Elisabeth A Wolber
- Center for Gastrointestinal Biology and Disease, University of North Carolina At Chapel Hill, 111 Mason Farm Road, 7312B MBRB, UNC Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Caroline Beasley
- Center for Gastrointestinal Biology and Disease, University of North Carolina At Chapel Hill, 111 Mason Farm Road, 7312B MBRB, UNC Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Erin C Steinbach
- Center for Gastrointestinal Biology and Disease, University of North Carolina At Chapel Hill, 111 Mason Farm Road, 7312B MBRB, UNC Chapel Hill, Chapel Hill, NC, 27599, USA.,Division of Rheumatology, Allergy and Immunology, Department of Medicine, University of North Carolina At Chapel Hill, Chapel Hill, NC, USA
| | - Matthew R Schaner
- Center for Gastrointestinal Biology and Disease, University of North Carolina At Chapel Hill, 111 Mason Farm Road, 7312B MBRB, UNC Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Animesh Jain
- Center for Gastrointestinal Biology and Disease, University of North Carolina At Chapel Hill, 111 Mason Farm Road, 7312B MBRB, UNC Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Millie D Long
- Center for Gastrointestinal Biology and Disease, University of North Carolina At Chapel Hill, 111 Mason Farm Road, 7312B MBRB, UNC Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Edward L Barnes
- Center for Gastrointestinal Biology and Disease, University of North Carolina At Chapel Hill, 111 Mason Farm Road, 7312B MBRB, UNC Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Hans H Herfarth
- Center for Gastrointestinal Biology and Disease, University of North Carolina At Chapel Hill, 111 Mason Farm Road, 7312B MBRB, UNC Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Kim L Isaacs
- Center for Gastrointestinal Biology and Disease, University of North Carolina At Chapel Hill, 111 Mason Farm Road, 7312B MBRB, UNC Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Jonathan J Hansen
- Center for Gastrointestinal Biology and Disease, University of North Carolina At Chapel Hill, 111 Mason Farm Road, 7312B MBRB, UNC Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Muneera R Kapadia
- Department of Surgery, University of North Carolina At Chapel Hill, Chapel Hill, NC, USA
| | - José Gaston Guillem
- Department of Surgery, University of North Carolina At Chapel Hill, Chapel Hill, NC, USA
| | - Ajay S Gulati
- Center for Gastrointestinal Biology and Disease, University of North Carolina At Chapel Hill, 111 Mason Farm Road, 7312B MBRB, UNC Chapel Hill, Chapel Hill, NC, 27599, USA.,Division of Gastroenterology, Department of Pediatrics, University of North Carolina At Chapel Hill, Chapel Hill, NC, USA
| | - Praveen Sethupathy
- Department of Biomedical Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY, USA
| | - Terrence S Furey
- Center for Gastrointestinal Biology and Disease, University of North Carolina At Chapel Hill, 111 Mason Farm Road, 7312B MBRB, UNC Chapel Hill, Chapel Hill, NC, 27599, USA.,Department of Genetics, Curriculum in Bioinformatics and Computational Biology, University of North Carolina At Chapel Hill, Chapel Hill, NC, USA.,Department of Biology, University of North Carolina At Chapel Hill, Chapel Hill, NC, USA
| | - Camille Ehre
- Marsico Lung Institute, University of North Carolina At Chapel Hill, Chapel Hill, NC, USA
| | - Shehzad Z Sheikh
- Center for Gastrointestinal Biology and Disease, University of North Carolina At Chapel Hill, 111 Mason Farm Road, 7312B MBRB, UNC Chapel Hill, Chapel Hill, NC, 27599, USA. .,Department of Genetics, Curriculum in Bioinformatics and Computational Biology, University of North Carolina At Chapel Hill, Chapel Hill, NC, USA.
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6
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Ansari MA, Marchi E, Ramamurthy N, Aschenbrenner D, Morgan S, Hackstein CP, Lin SK, Bowden R, Sharma E, Pedergnana V, Venkateswaran S, Kugathasan S, Mo A, Gibson G, Cooke GS, McLauchlan J, Baillie JK, Teichmann S, Mentzer A, Knight J, Todd JA, Hinks T, Barnes EJ, Uhlig HH, Klenerman P. In vivo negative regulation of SARS-CoV-2 receptor, ACE2, by interferons and its genetic control. Wellcome Open Res 2021. [DOI: 10.12688/wellcomeopenres.16559.1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Background: Angiotensin I converting enzyme 2 (ACE2) is a receptor for the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and differences in its expression may affect susceptibility to infection. Methods: We performed a genome-wide expression quantitative trait loci (eQTL) analysis using hepatitis C virus-infected liver tissue from 190 individuals. Results: We discovered that polymorphism in a type III interferon gene (IFNL4), which eliminates IFN-λ4 production, is associated with a two-fold increase in ACE2 RNA expression. Conversely, among genes negatively correlated with ACE2 expression, IFN-signalling pathways were highly enriched and ACE2 was downregulated after IFN-α treatment. Negative correlation was also found in the gastrointestinal tract where inflammation driven IFN-stimulated genes were negatively correlated with ACE2 expression and in lung tissue from a murine model of SARS-CoV-1 infection suggesting conserved regulation of ACE2 across tissue and species. Conclusions: We conclude that ACE2 is likely a negatively-regulated interferon-stimulated gene (ISG) and carriage of IFNL4 gene alleles which modulates ISGs expression in viral infection may play a role in SARS-CoV-2 pathogenesis with implications for therapeutic interventions.
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7
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Toyonaga T, Araba KC, Kennedy MM, Keith BP, Wolber EA, Beasley C, Steinbach EC, Schaner MR, Jain A, Long MD, Barnes EL, Herfarth HH, Isaacs KL, Hansen JJ, Kapadia M, Gaston Guillem J, Koruda MJ, Rahbar R, Sadiq T, Gulati AS, Sethupathy P, Furey TS, Ehre C, Sheikh SZ. Increased Colonic Expression of ACE2 Associates with Poor Prognosis in Crohn's disease. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2020. [PMID: 33269348 DOI: 10.1101/2020.11.24.396382] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Background and Aims The host receptor for SARS-CoV-2, angiotensin-converting enzyme 2 (ACE2), is highly expressed in small intestine. Our aim was to study colonic ACE2 expression in Crohn's disease (CD) and non-inflammatory bowel disease (non-IBD) controls. We hypothesized that the colonic expression levels of ACE2 impacts CD course. Methods We examined the expression of colon ACE2 using RNA-seq and quantitative (q) RT-PCR from 69 adult CD and 14 NIBD control patients. In a subset of this cohort we validated ACE2 protein expression and localization in formalin-fixed, paraffin-embedded matched colon and ileal tissues using immunohistochemistry. The impact of increased ACE2 expression in CD for the risk of surgery was evaluated by a multivariate regression analysis and a Kaplan-Meier estimator. To provide critical support for the generality of our findings, we analyzed previously published RNA-seq data from two large independent cohorts of CD patients. Results Colonic ACE2 expression was significantly higher in a subset of adult CD patients (ACE2-high CD). IHC in a sampling of ACE2-high CD patients confirmed high ACE2 protein expression in the colon and ileum compared to ACE2-low CD and NIBD patients. Notably, we found that ACE2-high CD patients are significantly more likely to undergo surgery within 5 years of diagnosis, with a Cox regression analysis finding that high ACE2 levels is an independent risk factor (OR 2.18; 95%CI, 1.05-4.55; p=0.037). Conclusion Increased intestinal expression of ACE2 is associated with deteriorated clinical outcomes in CD patients. These data point to the need for molecular stratification that may impact CD disease-related outcomes.
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