Tissue MicroRNA Expression Signatures as Diagnostic Biomarkers and Predictors of Residual Disease Activity and Relapse in Treatment-Naïve Pediatric Inflammatory Bowel Disease
Jazyk angličtina Země Anglie, Velká Británie Médium print
Typ dokumentu časopisecké články
Grantová podpora
NU21-07-00285
Ministry of Health of the Czech Republic
PubMed
40859622
PubMed Central
PMC12638064
DOI
10.1093/ibd/izaf120
PII: 8242092
Knihovny.cz E-zdroje
- Klíčová slova
- inflammatory bowel disease, microRNA markers, pediatric,
- MeSH
- biologické markery * metabolismus analýza MeSH
- Crohnova nemoc * genetika diagnóza MeSH
- dítě MeSH
- idiopatické střevní záněty * genetika diagnóza MeSH
- lidé MeSH
- mikro RNA * genetika MeSH
- mladiství MeSH
- následné studie MeSH
- předškolní dítě MeSH
- prognóza MeSH
- prospektivní studie MeSH
- recidiva MeSH
- retrospektivní studie MeSH
- stanovení celkové genové exprese MeSH
- studie případů a kontrol MeSH
- ulcerózní kolitida * genetika diagnóza MeSH
- Check Tag
- dítě MeSH
- lidé MeSH
- mladiství MeSH
- mužské pohlaví MeSH
- předškolní dítě MeSH
- ženské pohlaví MeSH
- Publikační typ
- časopisecké články MeSH
- Názvy látek
- biologické markery * MeSH
- mikro RNA * MeSH
BACKGROUND: Identifying novel diagnostic and prognostic biomarkers for pediatric inflammatory bowel diseases (PIBD), including Crohn's disease (pCD) and ulcerative colitis (pUC), is essential for enhancing treatment outcomes. MicroRNAs (miRNAs) have been recognized for their broader relevance in PIBD pathogenesis. This study investigates their diagnostic potential and clinical utility in PIBD. METHODS: This prospective, monocentric study, with retrospective validation, involved 119 PIBD patients (58 pCD, 61 pUC) and 39 non-IBD controls. Small RNA next-generation sequencing was performed on fresh-frozen gut biopsies, targeting histopathologically confirmed inflamed areas. Twenty-five dysregulated miRNA candidates were validated via RT-qPCR in formalin-fixed, paraffin-embedded gut biopsies. Logistic regression was used to establish diagnostic and prognostic miRNA expression signatures. RESULTS: A diagnostic signature of 5 miRNAs (miR-223-3p, miR-34a-5p, miR-194-5p, miR-215-5p, miR-338-3p) distinguished pCD from non-IBD with 96.49% accuracy. Two miRNAs (miR-223-3p, miR-194-5p) differentiated pUC from non-IBD with 100% accuracy, and miR-215-5p distinguished pCD from pUC specimens with 83.54% accuracy. For treatment-naïve pCD patients, 7 miRNAs predicted residual disease activity at 3 months with 100% accuracy. Additionally, a distinct signature predicted the risk of relapse within 12 months with an accuracy of 84.21%. CONCLUSIONS: In this study, we have established tissue miRNA expression signatures with significant diagnostic and prognostic potential for use in PIBD. These findings aid in stratifying disease severity and risk, paving the way for more precise and personalized management of pediatric IBD.
MicroRNA signatures can accurately diagnose pediatric Crohn’s disease and ulcerative colitis while predicting prognosis in treatment-naïve patients. They provide a foundation for precision medicine by enabling risk-based patient stratification and optimizing personalized therapeutic strategies in pediatric inflammatory bowel disease.
Center for Precision Medicine University Hospital Brno Brno Czech Republic
Department of Biochemistry Faculty of Science Masaryk University Brno Czech Republic
Zobrazit více v PubMed
Ashton JJ, Batra A, Beattie RM. Paediatric inflammatory bowel disease—brief update on current practice. Paediatr Child Health. 2018;28(11):507-514. doi: https://doi.org/ 10.1016/j.paed.2018.08.007 DOI
Kuenzig ME, Fung SG, Marderfeld L, et al. ; InsightScope Pediatric IBD Epidemiology Group. Twenty-first century trends in the global epidemiology of pediatric-onset inflammatory bowel disease: systematic review. Gastroenterology. 2022;162(4):1147-1159.e4. doi: https://doi.org/ 10.1053/j.gastro.2021.12.282 PubMed DOI
Kelsen J, Baldassano RN. Inflammatory bowel disease: the difference between children and adults. Inflamm Bowel Dis. 2008;14(Suppl 2):S9-11. doi: https://doi.org/ 10.1002/ibd.20560 PubMed DOI
Turner D, Ruemmele FM, Orlanski-Meyer E, et al. Management of paediatric ulcerative colitis, part 1: ambulatory care—an evidence-based guideline from European Crohn’s and Colitis Organization and European Society of Paediatric Gastroenterology, Hepatology and Nutrition. J Pediatr Gastroenterol Nutr. 2018;67(2):257-291. doi: https://doi.org/ 10.1097/MPG.0000000000002035 PubMed DOI
Turner D, Ruemmele FM, Orlanski-Meyer E, et al. Management of paediatric ulcerative colitis, part 2: acute severe colitis—an evidence-based consensus guideline from the European Crohn’s and Colitis Organization and the European Society of Paediatric Gastroenterology, Hepatology and Nutrition. J Pediatr Gastroenterol Nutr. 2018;67(2):292-310. doi: https://doi.org/ 10.1097/MPG.0000000000002036 PubMed DOI
Ruemmele FM, Veres G, Kolho KL, et al. ; European Crohn's and Colitis Organisation. Consensus guidelines of ECCO/ESPGHAN on the medical management of pediatric Crohn’s disease. J Crohns Colitis. 2014;8(10):1179-1207. doi: https://doi.org/ 10.1016/j.crohns.2014.04.005 PubMed DOI
van Rheenen PF, Aloi M, Assa A, et al. The medical management of paediatric Crohn’s disease: an ECCO-ESPGHAN guideline update. J Crohns Colitis. 2021;15(2):171-194. doi: https://doi.org/ 10.1093/ecco-jcc/jjaa161 PubMed DOI
Spencer EA, Agrawal M, Jess T. Prognostication in inflammatory bowel disease. Front Med. 2022;9:1025375. doi: https://doi.org/ 10.3389/fmed.2022.1025375 PubMed DOI PMC
Furey TS, Sethupathy P, Sheikh SZ. Redefining the IBDs using genome-scale molecular phenotyping. Nat Rev Gastroenterol Hepatol. 2019;16(5):296-311. doi: https://doi.org/ 10.1038/s41575-019-0118-x PubMed DOI PMC
O’Brien J, Hayder H, Zayed Y, Peng C. Overview of MicroRNA biogenesis, mechanisms of actions, and circulation. Front Endocrinol. 2018;9:402. doi: https://doi.org/ 10.3389/fendo.2018.00402 PubMed DOI PMC
Yarani R, Shojaeian A, Palasca O, et al. Differentially expressed miRNAs in ulcerative colitis and Crohn’s disease. Front Immunol. 2022;13:865777. doi: https://doi.org/ 10.3389/fimmu.2022.865777 PubMed DOI PMC
Jung H, Kim JS, Lee KH, et al. Roles of microRNAs in inflammatory bowel disease. Int J Biol Sci. 2021;17(8):2112-2123. doi: https://doi.org/ 10.7150/ijbs.59904 PubMed DOI PMC
Alfaifi J, Germain A, Heba AC, et al. Deep dive into microRNAs in inflammatory bowel disease. Inflamm Bowel Dis. 2023;29(6):986-999. doi: https://doi.org/ 10.1093/ibd/izac250 PubMed DOI
Peck BCE, Weiser M, Lee SE, et al. MicroRNAs classify different disease behavior phenotypes of Crohn’s disease and may have prognostic utility. Inflamm Bowel Dis. 2015;21(9):2178-2187. doi: https://doi.org/ 10.1097/MIB.0000000000000478 PubMed DOI PMC
Jabandziev P, Kakisaka T, Bohosova J, et al. MicroRNAs in colon tissue of pediatric ulcerative pancolitis patients allow detection and prognostic stratification. J Clin Med. 2021;10(6):1325. doi: https://doi.org/ 10.3390/jcm10061325 PubMed DOI PMC
Kalla R, Adams AT, Ventham NT, et al. ; IBD Character Consortium. Whole blood profiling of T-cell-derived microRNA allows the development of prognostic models in inflammatory bowel disease. J Crohns Colitis. 2020;14(12):1724-1733. doi: https://doi.org/ 10.1093/ecco-jcc/jjaa134 PubMed DOI
Koukos G, Polytarchou C, Kaplan JL, et al. MicroRNA-124 regulates STAT3 expression and is down-regulated in colon tissues of pediatric patients with ulcerative colitis. Gastroenterology. 2013;145(4):842-852. doi: https://doi.org/ 10.1053/j.gastro.2013.07.001 PubMed DOI PMC
Malham M, James JP, Jakobsen C, et al. Mucosal microRNAs relate to age and severity of disease in ulcerative colitis. Aging (Milano). 2021;13(5):6359-6374. doi: https://doi.org/ 10.18632/aging.202715 PubMed DOI PMC
Jabandziev P, Bohosova J, Pinkasova T, Kunovsky L, Slaby O, Goel A. The emerging role of noncoding RNAs in pediatric inflammatory bowel disease. Inflamm Bowel Dis. 2020;26(7):985-993. doi: https://doi.org/ 10.1093/ibd/izaa009 PubMed DOI PMC
Turner D, Griffiths AM, Walters TD, et al. Mathematical weighting of the pediatric Crohn’s disease activity index (PCDAI) and comparison with its other short versions. Inflamm Bowel Dis. 2012;18(1):55-62. doi: https://doi.org/ 10.1002/ibd.21649 PubMed DOI
Shaoul R, Day AS. An overview of tools to score severity in pediatric inflammatory bowel disease. Front Pediatr. 2021;9:615216. doi: https://doi.org/ 10.3389/fped.2021.615216 PubMed DOI PMC
Kato J, Yoshida T, Hiraoka S. Prediction of treatment outcome and relapse in inflammatory bowel disease. Expert Rev Clin Immunol. 2019;15(6):667-677. doi: https://doi.org/ 10.1080/1744666X.2019.1593140 PubMed DOI
Cosnes J, Gower-Rousseau C, Seksik P, Cortot A. Epidemiology and natural history of inflammatory bowel diseases. Gastroenterology. 2011;140(6):1785-1794. doi: https://doi.org/ 10.1053/j.gastro.2011.01.055 PubMed DOI
Buonpane C, Ares G, Benyamen B, Yuan C, Hunter CJ. Identification of suitable reference microRNA for qPCR analysis in pediatric inflammatory bowel disease. Physiol Genomics. 2019;51(5):169-175. doi: https://doi.org/ 10.1152/physiolgenomics.00126.2018 PubMed DOI PMC
Canty A, Ripley B. boot: Bootstrap R (S-Plus) functions. R Package Version 1.3-28.1. 2022;1(1):3-115. https://cran.r-project.org/web/packages/boot/boot.pdf
Davison A, Hinkley D. Bootstrap methods and their application. Technometrics 1997;42(2):216. doi: https://doi.org/ 10.2307/1271471 DOI
Shi JT, Zhang Y, She Y, Goyal H, Wu ZQ, Xu HG. Diagnostic utility of non-invasive tests for inflammatory bowel disease: an umbrella review. Front Med. 2022;9:920732. doi: https://doi.org/ 10.3389/fmed.2022.920732 PubMed DOI PMC
Chew TS, Mansfield JC. Can faecal calprotectin predict relapse in inflammatory bowel disease: a mini review. Frontline Gastroenterol. 2016;9(1):23-28. doi: https://doi.org/ 10.1136/flgastro-2016-100686 PubMed DOI PMC
Roca M, Rodriguez Varela A, Carvajal E, et al. Fecal calprotectin in healthy children aged 4–16 years. Sci Rep. 2020;10(1):20565. doi: https://doi.org/ 10.1038/s41598-020-77625-7 PubMed DOI PMC
Glapa-Nowak A, Szczepanik M, Banaszkiewicz A, et al. C-reactive protein/albumin ratio at diagnosis of pediatric inflammatory bowel disease: a retrospective multi-center study. Med Sci Monit. 2022;28:e937842. doi: https://doi.org/ 10.12659/MSM.937842 PubMed DOI PMC
Kugathasan S, Denson LA, Walters TD, et al. Prediction of complicated disease course for children newly diagnosed with Crohn’s disease: a multicentre inception cohort study. Lancet. 2017;389(10080):1710-1718. doi: https://doi.org/ 10.1016/S0140-6736(17)30317-3 PubMed DOI PMC
Hyams JS, Thomas SD, Gotman N, et al. Clinical and biological predictors of response to standardised paediatric colitis therapy (PROTECT): a multicentre inception cohort study. Lancet. 2019;393(10182):1708-1720. doi: https://doi.org/ 10.1016/S0140-6736(18)32592-3 PubMed DOI PMC
Zahm AM, Hand NJ, Tsoucas DM, Guen CLL, Baldassano RN, Friedman JR. Rectal microRNAs are perturbed in pediatric inflammatory bowel disease of the colon. J Crohns Colitis. 2014;8(9):1108. doi: https://doi.org/ 10.1016/j.crohns.2014.02.012 PubMed DOI PMC
Zahm AM, Thayu M, Hand NJ, Horner A, Leonard MB, Friedman JR. Circulating microRNA is a biomarker of pediatric Crohn disease. J Pediatr Gastroenterol Nutr. 2011;53(1):26-33. doi: https://doi.org/ 10.1097/MPG.0b013e31822200cc PubMed DOI PMC
Ramadan YN, Kamel AM, Medhat MA, Hetta HF. MicroRNA signatures in the pathogenesis and therapy of inflammatory bowel disease. Clin Exp Med. 2024;24(1):217. doi: https://doi.org/ 10.1007/s10238-024-01476-z PubMed DOI PMC
Li YL, Cai CQ, Shi XL, Xu XF, Guo LJ. Correlation of blood and intestinal mucosa miR-34a expressions with disease severity in ulcerative colitis patients. Clin Lab. 2024;70(5 https://doi.org/ 10.7754/Clin.Lab.2023.230917 PubMed DOI
Fouad A, Tarek M, Abdel Hamid RA, et al. Serum miR-34a as a potential biomarker for diagnosis of inflammatory bowel diseases in Egyptian patients. Egypt J Intern Med. 2022;34(1):64. doi: https://doi.org/ 10.1186/s43162-022-00148-2 DOI
Martínez-Gutierrez A, Carbajal-Lopez B, Bui TM, et al. A microRNA panel that regulates proinflammatory cytokines as diagnostic and prognosis biomarkers in colon cancer. Biochem Biophys Rep. 2022;30:101252. doi: https://doi.org/ 10.1016/j.bbrep.2022.101252 PubMed DOI PMC
Mahurkar-Joshi S, Rankin CR, Videlock EJ, et al. The colonic mucosal microRNAs, microRNA-219a-5p, and microRNA-338-3p are downregulated in irritable bowel syndrome and are associated with barrier function and MAPK signaling. Gastroenterology. 2021;160(7):2409-2422.e19. doi: https://doi.org/ 10.1053/j.gastro.2021.02.040 PubMed DOI PMC
Judit Béres N, Kiss Z, Müller KE, et al. Role of microRNA-223 in the regulation of poly(ADP-ribose) polymerase in pediatric patients with Crohn’s disease. Scand J Gastroenterol. 2018;53(9):1066-1073. doi: https://doi.org/ 10.1080/00365521.2018.1498915 PubMed DOI
Mohammadi A, Kelly OB, Smith MI, Kabakchiev B, Silverberg MS. Differential miRNA expression in ileal and colonic tissues reveals an altered immunoregulatory molecular profile in individuals with Crohn’s disease versus healthy subjects. J Crohns Colitis. 2019;13(11):1459-1469. doi: https://doi.org/ 10.1093/ecco-jcc/jjz076 PubMed DOI PMC
James JP, Riis LB, Søkilde R, et al. Short noncoding RNAs as predictive biomarkers for the development from inflammatory bowel disease unclassified to Crohn’s disease or ulcerative colitis. PLoS One. 2024;19(2):e0297353. doi: https://doi.org/ 10.1371/journal.pone.0297353 PubMed DOI PMC
Abdelazim SA, Shaker OG, Ali O, El-Tawil M, Senousy MA. Differential expression of serum miR-486 and miR-25 in ulcerative colitis and Crohn’s disease: correlations with disease activity, extent, and location. Pathol Res Pract. 2023;252:154910. doi: https://doi.org/ 10.1016/j.prp.2023.154910 PubMed DOI