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Chen L, Zhang C, Niu R, Xiong S, He J, Wang Y, Zhang P, Su F, Liu Z, Zhou L, Mao R, Hu S, Chen M, Qiu Y, Feng R. Multi-Omics Biomarkers for Predicting Efficacy of Biologic and Small-Molecule Therapies in Adults With Inflammatory Bowel Disease: A Systematic Review. United European Gastroenterol J 2025; 13:517-530. [PMID: 39656426 PMCID: PMC12090831 DOI: 10.1002/ueg2.12720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Revised: 10/09/2024] [Accepted: 10/14/2024] [Indexed: 05/21/2025] Open
Abstract
The heterogeneity and suboptimal efficacy of biological treatments and small molecule drugs necessitate their precise selection based on biomarkers that predict therapeutic responses in inflammatory bowel disease. Recent studies have identified numerous novel biomarkers predictive of responses to biologics and small molecule modulators, utilizing a variety of omics approaches in inflammatory bowel disease. In this review, we systematically examine baseline omics biomarkers that predict responses to biological therapies and small molecule drugs, drawing on literature from PubMed. Our analysis spans multiple omics disciplines, including genomics, transcriptomics (both bulk RNA and single-cell RNA sequencing), proteomics, microbiomics, and metabolomics, with particular emphasis on the impact of models integrating multiple omics datasets. Additionally, to further the field of precision medicine, we evaluated specific biomarkers that may exhibit distinct effects on responses to multiple therapeutic interventions.
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Affiliation(s)
- Liru Chen
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Chuhan Zhang
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Ruixuan Niu
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Shanshan Xiong
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Jinshen He
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Yu Wang
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Pingxin Zhang
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Fengyuan Su
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
- Institute of Precision MedicineThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Zishan Liu
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Longyuan Zhou
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Ren Mao
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Shixian Hu
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
- Institute of Precision MedicineThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Minhu Chen
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Yun Qiu
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Rui Feng
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
- Guangxi Hospital DivisionThe First Affiliated HospitalSun Yat‐sen UniversityNanningChina
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Lin J, Zuo L, Yang B, Yang R, Zhang S, Zhang Z, Tian Y. Identification of the M2 Macrophage-associated Gene THBS2 as a Predictive Marker for Inflammatory Cancer Transformation. Inflamm Bowel Dis 2025; 31:963-974. [PMID: 39045635 DOI: 10.1093/ibd/izae129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Indexed: 07/25/2024]
Abstract
Ulcerative colitis (UC)-induced colitis-associated colorectal cancer (CAC) has a worse prognosis than sporadic colorectal cancer. And with the incidence of ulcerative colitis on the rise, it is critical to identify new therapeutic targets in time to stop the progression of inflammation to cancer. Through immunohistochemistry (IHC) and Gene Expression Omnibus (GEO) database analysis, we acquired the gene M2DEG, which is differentially expressed in M2 macrophages. The impact of M2DEG on the immune environment and clinical variables was confirmed through various data sets and actual tissue samples. Our findings indicate that patients with UC exhibiting reduced M2 macrophage infiltration tend to have more widespread disease, elevated endoscopic Mayo scores, and a higher probability of developing CAC. Through examining the string of M2DEG between UC and CAC, THBS2 emerged as a key marker. Elevated levels of THBS2 were notably linked to reduced overall survival (OS) and progression-free survival (RFS), and this heightened THBS2 expression played a crucial role in the spread of tumors, as verified by immunohistochemical studies. To sum up, patients with UC exhibiting reduced M2 macrophage infiltration have a higher propensity for CAC development, making THBS2 a crucial focus for converting UC into CAC. Furthermore, identifying antibody analogues targeting THBS2 could potentially lower the likelihood of CAC transformation in patients with UC.
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Affiliation(s)
- Jianxiu Lin
- Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210023, China
| | - Lugen Zuo
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Bengbu Medical College, 287 Changhuai Road, Bengbu, Anhui, 233004, China
| | - Bolin Yang
- Department of Inflammatory Bowel Disease (IBD) Center/Colorectal Surgery, Affiliated Hospital of Nanjing University of Chinese Medicine and Jiangsu Province Hospital of Chinese Medicine, Nanjing, 210029, China
| | - Ran Yang
- Department of Oncology, Jiangsu Province Hospital of Chinese Medicine and Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210029, China
| | - Shuai Zhang
- Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210023, China
| | - Zhaoyang Zhang
- Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210023, China
| | - Yun Tian
- Department of Oncology, Jiangsu Province Hospital of Chinese Medicine and Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210029, China
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Salvador-Martín S, Rubbini G, Vellosillo P, Zapata-Cobo P, Velasco M, Palomino LM, Clemente S, Segarra O, Moreno-Álvarez A, Fernández-Lorenzo A, Pérez-Moneo B, Montraveta M, Sánchez C, Tolín M, Loverdos I, Fobelo MJ, Navas-López VM, Magallares L, García-Romero R, Torres-Peral R, Rodríguez A, Bossacoma F, Merino-Bohórquez V, Salcedo E, Álvarez R, Dopazo A, Sanjurjo-Sáez M, López-Fernández LA. Blood gene expression biomarkers of response to anti-TNF drugs in pediatric inflammatory bowel diseases before initiation of treatment. Biomed Pharmacother 2024; 173:116299. [PMID: 38401525 DOI: 10.1016/j.biopha.2024.116299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Revised: 02/06/2024] [Accepted: 02/17/2024] [Indexed: 02/26/2024] Open
Abstract
BACKGROUND/AIMS Changes in gene expression profiles among individuals with inflammatory bowel diseases (IBDs) could potentially influence the responsiveness to anti-TNF treatment. The aim of this study was to identify genes that could serve as predictors of early response to anti-TNF therapies in pediatric IBD patients prior to the initiation of treatment. METHODS We conducted a prospective, longitudinal, and multicenter study, enrolling 24 pediatric IBD patients aged less than 18 years who were initiating treatment with either infliximab or adalimumab. RNA-seq from blood samples was analyzed using the DESeq2 library by comparing responders and non-responders to anti-TNF drugs. RESULTS Bioinformatic analyses unveiled 102 differentially expressed genes, with 99 genes exhibiting higher expression in responders compared to non-responders prior to the initiation of anti-TNF therapy. Functional enrichment analyses highlighted defense response to Gram-negative bacteria (FDR = 2.3 ×10-7) as the most significant biological processes, and hemoglobin binding (FDR = 0.002), as the most significant molecular function. Gene Set Enrichment Analysis (GSEA) revealed notable enrichment in transcriptional misregulation in cancer (FDR = 0.016). Notably, 13 genes (CEACAM8, CEACAM6, CILP2, COL17A1, OLFM4, INHBA, LCN2, LTF, MMP8, DEFA4, PRTN3, AZU1, and ELANE) were selected for validation, and a consistent trend of increased expression in responders prior to drug administration was observed for most of these genes, with findings for 4 of them being statistically significant (CEACAM8, LCN2, LTF2, and PRTN3). CONCLUSIONS We identified 102 differentially expressed genes involved in the response to anti-TNF drugs in children with IBDs and validated CEACAM8, LCN2, LTF2, and PRTN3. Genes participating in defense response to Gram-negative bacterium, serine-type endopeptidase activity, and transcriptional misregulation in cancer are good candidates for anticipating the response to anti-TNF drugs in children with IBDs.
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Affiliation(s)
- Sara Salvador-Martín
- Instituto de Investigación Sanitaria Gregorio Marañón, Hospital General Universitario Gregorio Marañón, Madrid, Spain.
| | - Gianluca Rubbini
- Instituto de Investigación Sanitaria Gregorio Marañón, Hospital General Universitario Gregorio Marañón, Madrid, Spain.
| | - Perceval Vellosillo
- Instituto de Investigación Sanitaria Gregorio Marañón, Hospital General Universitario Gregorio Marañón, Madrid, Spain; Unidad de Investigación Materno Infantil Fundación Familia Alonso (UDIMIFFA), Spain.
| | - Paula Zapata-Cobo
- Instituto de Investigación Sanitaria Gregorio Marañón, Hospital General Universitario Gregorio Marañón, Madrid, Spain.
| | - Marta Velasco
- Hospital Universitario Infantil Niño Jesús, Madrid, Spain.
| | | | | | | | | | | | | | | | - Cesar Sánchez
- Instituto de Investigación Sanitaria Gregorio Marañón, Hospital General Universitario Gregorio Marañón, Madrid, Spain.
| | - Mar Tolín
- Instituto de Investigación Sanitaria Gregorio Marañón, Hospital General Universitario Gregorio Marañón, Madrid, Spain.
| | | | - María José Fobelo
- Hospital Universitario Virgen de Valme, Universidad de Sevilla, Sevilla, Spain.
| | | | | | | | | | | | - Ferrán Bossacoma
- Servicio de Gastroenterología, Hepatología y Nutrición Pediátrica, Hospital Sant Joan de Dèu, Barcelona, Spain.
| | | | | | - Rebeca Álvarez
- Genomics Unit, Spanish National Center for Cardiovascular Disease (CNIC), Madrid 28029, Spain.
| | - Ana Dopazo
- Genomics Unit, Spanish National Center for Cardiovascular Disease (CNIC), Madrid 28029, Spain.
| | - María Sanjurjo-Sáez
- Instituto de Investigación Sanitaria Gregorio Marañón, Hospital General Universitario Gregorio Marañón, Madrid, Spain.
| | - Luis A López-Fernández
- Instituto de Investigación Sanitaria Gregorio Marañón, Hospital General Universitario Gregorio Marañón, Madrid, Spain.
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Ni S, Liu Y, Zhong J, Shen Y. Identification and immunoinfiltration analysis of key genes in ulcerative colitis using WGCNA. PeerJ 2024; 12:e16921. [PMID: 38426148 PMCID: PMC10903335 DOI: 10.7717/peerj.16921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 01/19/2024] [Indexed: 03/02/2024] Open
Abstract
Objective Ulcerative colitis (UC) is a chronic non-specific inflammatory bowel disease characterized by an unclear pathogenesis. This study aims to screen out key genes related to UC pathogenesis. Methods Bioinformatics analysis was conducted for screening key genes linked to UC pathogenesis, and the expression of the screened key genes was verified by establishing a UC mouse model. Results Through bioinformatics analysis, five key genes were obtained. Subsequent infiltration analysis revealed seven significantly different immune cell types between the UC and general samples. Additionally, animal experiment results illustrated markedly decreased body weight, visible colonic shortening and damage, along with a significant increase in the DAI score of the DSS-induced mice in the UC group in comparison with the NC group. In addition, H&E staining results demonstrated histological changes including marked inflammatory cell infiltration, loss of crypts, and epithelial destruction in the colon mucosa epithelium. qRT-PCR analysis indicated a down-regulation of ABCG2 and an up-regulation of IL1RN, REG4, SERPINB5 and TRIM29 in the UC mouse model. Notably, this observed trend showed a significant dependence on the concentration of DSS, with the mouse model of UC induced by 7% DSS demonstrating a more severe disease state compared to that induced by 5% DSS. Conclusion ABCG2, IL1RN, REG4, SERPINB5 and TRIM29 were screened out as key genes related to UC by bioinformatics analysis. The expression of ABCG2 was down-regulated, and that of IL1RN, REG4, SERPINB5 and TRIM29 were up-regulated in UC mice as revealed by animal experiments.
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Affiliation(s)
- Siyi Ni
- Department of Gastroenterology, The Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China
| | - Yingchao Liu
- Department of Gastroenterology, The Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China
| | - Jihong Zhong
- Department of Gastroenterology, The Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China
| | - Yan Shen
- Department of Gastroenterology, The Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China
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Li Y, Tian YY, Wang J, Lin R, Zhang Y, Zhang MM, Dong TW, Li M, Xie YH, Zheng XH, Yang Q, Yuan JN, Si-Wang W. Main active components of Ilex rotunda Thunb. protect against ulcerative colitis by restoring the intestinal mucosal barrier and modulating the cytokine-cytokine interaction pathways. JOURNAL OF ETHNOPHARMACOLOGY 2024; 318:116961. [PMID: 37541404 DOI: 10.1016/j.jep.2023.116961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 07/20/2023] [Accepted: 07/23/2023] [Indexed: 08/06/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Ilex rotunda Thunb. (IR) is widely used for gastrointestinal diseases by Yao physician, and it has a better clinical curative effect on ulcerative colitis (UC). However, the main active components and mechanism of IR in the treatment of UC remain to be clarified. AIM OF THE STUDY To investigate the main active components and mechanism of IR in the treatment of UC. MATERIALS AND METHODS Ten biological active components of IR were quantified by UPLC-MS/MS. In vitro, Caco2 cell monolayers were stimulated by lipopolysaccharide, and were treated with 10 biologically active components individually to investigate the protective role of the components of IR in mucosal barrier damage. In vivo, a mouse model of UC was induced by dextran sulfate sodium and administered with the candidate active components of IR. On day 8, the serum and colon tissue were collected for histological and molecular analysis to investigate the main active components and mechanism of IR. RESULTS Ziyuglycoside I, ziyuglycoside II, syringin, and pedunculoside in IR reduced phenol red transmission of the monolayer, and inhibited the protein expression of oncostatin M and oncostatin M receptor in Caco2 cells. Notably, ziyuglycoside II and syringin decreased the transepithelial electrical resistance of the monolayer, and promoted the protein expression of Occludin, Claudin-1 and zonula occludens-1 (ZO-1) in Caco2 cells. In vivo, ziyuglycoside II and syringin improved the symptoms of UC mice, including body weight, disease activity score, shortening of colon length, damaging of acidic mucus layer, histopathological changes, and protein expression of Occludin, Claudin-1, and ZO-1. Pedunculoside reduced the neutrophils and inflammatory response in the UC mice. Moreover, when the combination of ziyuglycoside II, syringin and pedunculoside was used for the treatment of UC, syringin and pedunculoside enhanced the therapeutic effect of ziyuglycoside II. Finally, RNA sequencing and RT-qPCR analysis revealed that ziyuglycoside II + syringin + pedunculoside and IR coregulated up to 42.7% of genes, and mainly reduced the overexpression of C-X-C motif ligand 1(CXCL1), oncostatin M receptor (OSMR), interleukin 1 receptor type I (IL1R1), tumor necrosis factor receptor superfamily member 9 (TNFRSF9), C-X-C motif chemokine 13 (CXCL13), oncostatin M (OSM), and interleukin 6 (IL-6) in the cytokine-cytokine interaction pathways. CONCLUSIONS The combination of ziyuglycoside II, syringin, and pedunculoside protects against UC by modulating the intestinal mucosal barrier and inhibiting the cytokine-cytokine interaction pathways, and the effect is relatively equivalent to that of the water extract of Ilex rotunda Thunb.
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Affiliation(s)
- Yao Li
- The College of Pharmacy, Shaanxi University of Chinese Medicine, Xianyang, China.
| | - Yun-Yuan Tian
- The College of Life Sciences, Northwest University, Xi'an, China
| | - Juan Wang
- The College of Pharmacy, Shaanxi University of Chinese Medicine, Xianyang, China
| | - Rui Lin
- Department of Pharmacy, Xijing Hospital, Xi'an, China
| | - Yan Zhang
- The College of Life Sciences, Northwest University, Xi'an, China
| | - Meng-Meng Zhang
- The College of Pharmacy, Shaanxi University of Chinese Medicine, Xianyang, China
| | - Tai-Wei Dong
- The College of Pharmacy, Shaanxi University of Chinese Medicine, Xianyang, China
| | - Min Li
- The College of Pharmacy, Shaanxi University of Chinese Medicine, Xianyang, China
| | - Yan-Hua Xie
- The College of Life Sciences, Northwest University, Xi'an, China
| | - Xiao-Hui Zheng
- The College of Life Sciences, Northwest University, Xi'an, China
| | - Qian Yang
- Department of Chinese Materia Medica and Natural Medicines, Air Force Medical University, Xi'an, China
| | - Jia-Ni Yuan
- Air Force Hospital of Western Theater Command, Chengdu, 610083, Sichuan, China
| | - Wang Si-Wang
- The College of Life Sciences, Northwest University, Xi'an, China.
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McAllister MJ, Hall R, Whelan RJ, Fischer LJ, Chuah CS, Cartlidge PD, Drury B, Rutherford DG, Duffin RM, Cartwright JA, Dorward DA, Rossi AG, Ho GT. Formylated Peptide Receptor-1-Mediated Gut Inflammation as a Therapeutic Target in Inflammatory Bowel Disease. CROHN'S & COLITIS 360 2024; 6:otae003. [PMID: 38352118 PMCID: PMC10862654 DOI: 10.1093/crocol/otae003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Indexed: 02/16/2024] Open
Abstract
Background Formylated peptide receptor (FPR)-1 is a G-coupled receptor that senses foreign bacterial and host-derived mitochondrial formylated peptides (FPs), leading to innate immune system activation. Aim We sought to investigate the role of FPR1-mediated inflammation and its potential as a therapeutic target in inflammatory bowel disease (IBD). Methods We characterized FPR1 gene and protein expression in 8 human IBD (~1000 patients) datasets with analysis on disease subtype, mucosal inflammation, and drug response. We performed in vivo dextran-sulfate sodium (DSS) colitis in C57/BL6 FPR1 knockout mice. In ex vivo studies, we studied the role of mitochondrial FPs and pharmacological blockade of FPR1 using cyclosporin H in human peripheral blood neutrophils. Finally, we assess mitochondrial FPs as a potential mechanistic biomarker in the blood and stools of patients with IBD. Results Detailed in silico analysis in human intestinal biopsies showed that FPR1 is highly expressed in IBD (n = 207 IBD vs 67 non-IBD controls, P < .001), and highly correlated with gut inflammation in ulcerative colitis (UC) and Crohn's disease (CD) (both P < .001). FPR1 receptor is predominantly expressed in leukocytes, and we showed significantly higher FPR1+ve neutrophils in inflamed gut tissue section in IBD (17 CD and 24 UC; both P < .001). Further analysis in 6 independent IBD (data available under Gene Expression Omnibus accession numbers GSE59071, GSE206285, GSE73661, GSE16879, GSE92415, and GSE235970) showed an association with active gut inflammation and treatment resistance to infliximab, ustekinumab, and vedolizumab. FPR1 gene deletion is protective in murine DSS colitis with lower gut neutrophil inflammation. In the human ex vivo neutrophil system, mitochondrial FP, nicotinamide adenine dinucleotide dehydrogenase subunit-6 (ND6) is a potent activator of neutrophils resulting in higher CD62L shedding, CD63 expression, reactive oxygen species production, and chemotactic capacity; these effects are inhibited by cyclosporin H. We screened for mitochondrial ND6 in IBD (n = 54) using ELISA and detected ND6 in stools with median values of 2.2 gg/mL (interquartile range [IQR] 0.0-4.99; range 0-53.3) but not in blood. Stool ND6 levels, however, were not significantly correlated with paired stool calprotectin, C-reactive protein, and clinical IBD activity. Conclusions Our data suggest that FPR1-mediated neutrophilic inflammation is a tractable target in IBD; however, further work is required to clarify the clinical utility of mitochondrial FPs as a potential mechanistic marker for future stratification.
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Affiliation(s)
- Milly J McAllister
- Edinburgh IBD Science Unit, Centre for Inflammation Research, Queens Medical Research Unit, University of Edinburgh, Edinburgh, Scotland, UK
| | - Rebecca Hall
- Edinburgh IBD Science Unit, Centre for Inflammation Research, Queens Medical Research Unit, University of Edinburgh, Edinburgh, Scotland, UK
| | - Robert J Whelan
- Edinburgh IBD Science Unit, Centre for Inflammation Research, Queens Medical Research Unit, University of Edinburgh, Edinburgh, Scotland, UK
| | - Lena J Fischer
- Edinburgh IBD Science Unit, Centre for Inflammation Research, Queens Medical Research Unit, University of Edinburgh, Edinburgh, Scotland, UK
| | - Cher S Chuah
- Edinburgh IBD Science Unit, Centre for Inflammation Research, Queens Medical Research Unit, University of Edinburgh, Edinburgh, Scotland, UK
| | - Peter D Cartlidge
- Edinburgh IBD Science Unit, Centre for Inflammation Research, Queens Medical Research Unit, University of Edinburgh, Edinburgh, Scotland, UK
| | - Broc Drury
- Edinburgh IBD Science Unit, Centre for Inflammation Research, Queens Medical Research Unit, University of Edinburgh, Edinburgh, Scotland, UK
| | - Duncan G Rutherford
- Edinburgh IBD Science Unit, Centre for Inflammation Research, Queens Medical Research Unit, University of Edinburgh, Edinburgh, Scotland, UK
| | - Rodger M Duffin
- Edinburgh IBD Science Unit, Centre for Inflammation Research, Queens Medical Research Unit, University of Edinburgh, Edinburgh, Scotland, UK
| | - Jennifer A Cartwright
- Edinburgh IBD Science Unit, Centre for Inflammation Research, Queens Medical Research Unit, University of Edinburgh, Edinburgh, Scotland, UK
| | - David A Dorward
- Edinburgh IBD Science Unit, Centre for Inflammation Research, Queens Medical Research Unit, University of Edinburgh, Edinburgh, Scotland, UK
| | - Adriano G Rossi
- Edinburgh IBD Science Unit, Centre for Inflammation Research, Queens Medical Research Unit, University of Edinburgh, Edinburgh, Scotland, UK
| | - Gwo-tzer Ho
- Edinburgh IBD Science Unit, Centre for Inflammation Research, Queens Medical Research Unit, University of Edinburgh, Edinburgh, Scotland, UK
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