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Biomarkers for IBD ...
Biomarkers for IBD using OLINK Proteomics inflammation panel : Preliminary results from the COLLIBRI consortium
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- Sudhakar, P. (författare)
- KU Leuven, Department of Chronic Diseases- Metabolism and Ageing- Translational Research Center for Gastrointestinal Disorders TARGID, Leuven, Belgium
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- Salomon, Benita, 1993- (författare)
- Örebro universitet,Institutionen för medicinska vetenskaper
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- Verstockt, B. (författare)
- KU Leuven, Department of Chronic Diseases- Metabolism and Ageing- Translational Research Center for Gastrointestinal Disorders TARGID, Leuven, Belgium; University Hospitals Leuven, Department of Gastroenterology and Hepatology- KU Leuven, Leuven, Belgium
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- Ungaro, R. (författare)
- Icahn School of Medicine at Mount Sinai, The Dr. Henry D. Janowitz Division of Gastroenterology- Department of Medicine, New York NY, United States
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- Aden, K. (författare)
- Christian- Albrechts-University and University Hospital Schleswig-Holstein, Institute of Clinical Molecular Biology, Kiel, Germany
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- D'Haens, G. (författare)
- Amsterdam University Medical Center, Department of Gastroenterology and Hepatology, Amsterdam, The Netherlands
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- Komori, K. (författare)
- Arena Pharmaceuticals, Translational Medicine, San Diego CA, United States
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- Guay, H. (författare)
- AbbVie Inc., Immunology Precision Medicine, Worcester MA, United States
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- Silverberg, M. (författare)
- Mount Sinai Hospital, Inflammatory Bowel Disease Centre-, Toronto ON, Canada
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- Vermeire, S. (författare)
- KU Leuven, Department of Chronic Diseases- Metabolism and Ageing- Translational Research Center for Gastrointestinal Disorders TARGID, Leuven, Belgium; University Hospitals Leuven, Department of Gastroenterology and Hepatology- KU Leuven, Leuven, Belgium
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- Halfvarson, Jonas, 1970- (författare)
- Örebro universitet,Institutionen för medicinska vetenskaper,Department of Gastroenterology
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(creator_code:org_t)
- 2022-01-21
- 2022
- Engelska.
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Ingår i: Journal of Crohn's & Colitis. - : Oxford University Press. - 1873-9946 .- 1876-4479. ; 16:Suppl. 1, s. I123-I124
- Relaterad länk:
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https://doi.org/10.1...
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https://academic.oup...
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
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- Background: Circulating serum proteins have provided insights into disease pathogenesis and are being used to identify prognostic, diagnostic and therapeutic biomarkers for chronic inflammatory diseases. With this pilot project, the Collaborative IBD Biomarker Research Initiative (COLLIBRI) consortium aimed to unravel disease heterogeneity in inflammatory bowel disease (IBD).Methods: Serum samples were cross-sectionally obtained from 3,390 indi -viduals (Crohn’s disease (CD), n=1815; ulcerative colitis (UC), n=1170;healthy, n=405) recruited at nine centres from Sweden and Belgium. Relative levels of 92 proteins were analysed using the Proseek Multiplex Inflammation I Probe kit 96x96 (Olink Proteomics, Uppsala, Sweden) and reported as arbitrary units, i.e., normalised protein expression on a log2 scale. Using a multivariate integrative approach, we identified protein signatures distinguishing CD and UC samples and attempted to identify clusters or subgroups within patients. Recruiting centre, cohort and batch information were considered for the integrative analysis. Optimisation was performed for identifying the number of components and features per component using 5-fold cross-validation and Leave-One-Group-Out-Cross-Validation, respectively. Information on transcriptional regulators was retrieved from the ReMap project using the orthogonal regulatory resource ChEA3.Results: A panel of 8 proteins was identified which could segregate CD and UC patients (Figure 1). FGF19 exhibited a consistent trend of expression (downregulated in CD) across all batches of datasets. An integrated AUC of 72.5% was achieved across the different batches of samples used in the study with the highest AUC (79.2%, P-value 8.5e-07) being recorded for a single batch of samples (CD = 42, UC = 56). On a centre-specific dataset, the cross-centre integrated signature achieved an AUC of 75.1%. We identified three transcription factors (MEF2A, BATF, NFKB2), of which the two latter ones are known to modulate intestinal inflammation and which could potentially regulate the expression of at least half of the genes encoding the proteins in the predictive 8-protein panel.Conclusion: We identified an integrated proteomic biomarker panel capable of separating CD and UC patients. Through further integration of confounder variables along with using other supervised and unsupervised approaches, subsequent analyses may further refine the molecul arheterogeneity among CD and UC patients. Our results demonstrate the need for large datasets to identify relevant clusters of patients with IBD, since the diagnosis exhibits a high degree of clinical heterogeneity.
Ämnesord
- MEDICIN OCH HÄLSOVETENSKAP -- Klinisk medicin -- Gastroenterologi (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Clinical Medicine -- Gastroenterology and Hepatology (hsv//eng)
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Sudhakar, P.
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Salomon, Benita, ...
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Verstockt, B.
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Ungaro, R.
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Aden, K.
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D'Haens, G.
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Komori, K.
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Guay, H.
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Silverberg, M.
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Vermeire, S.
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Halfvarson, Jona ...
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- Om ämnet
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- MEDICIN OCH HÄLSOVETENSKAP
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MEDICIN OCH HÄLS ...
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och Klinisk medicin
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och Gastroenterologi
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Journal of Crohn ...
- Av lärosätet
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Örebro universitet