Literature DB >> 34313538

A combination of fecal calprotectin and human beta-defensin 2 facilitates diagnosis and monitoring of inflammatory bowel disease.

R Gacesa1,2, A Vich Vila1,2, V Collij1,2, Z Mujagic3, A Kurilshikov2, M D Voskuil1,2, E A M Festen1,2, C Wijmenga2, D M A E Jonkers3, G Dijkstra1, J Fu1,4, A Zhernakova2, F Imhann1,2, R K Weersma1.   

Abstract

Inflammatory bowel disease (IBD) and irritable bowel syndrome (IBS) show a large overlap in clinical presentation, which presents diagnostic challenges. As a consequence, invasive and burdensome endoscopies are often used to distinguish between IBD and IBS. Here, we aimed to develop a noninvasive fecal test that can distinguish between IBD and IBS and reduce the number of endoscopies.We used shotgun metagenomic sequencing to analyze the composition and function of gut microbiota of 169 IBS patients, 447 IBD patients and 1044 population controls and measured fecal Calprotectin (FCal), human beta defensin 2 (HBD2), and chromogranin A (CgA) in these samples. These measurements were used to construct training sets (75% of data) for logistic regression and machine learning models to differentiate IBS from IBD and inactive from active IBD. The results were replicated on test sets (remaining 25% of the data) and microbiome data obtained using 16S sequencing.Fecal HBD2 showed high sensitivity and specificity for differentiating between IBD and IBS (sensitivity = 0.89, specificity = 0.76), while the inclusion of microbiome data with biomarkers (HBD2 and FCal) showed a potential for improvement in predictive power (optimal sensitivity = 0.87, specificity = 0.93). Shotgun sequencing-based models produced comparable results using 16S-sequencing data. HBD2 and FCal were found to have predictive power for IBD disease activity (AUC ≈ 0.7).HBD2 is a novel biomarker for IBD in patients with gastro-intestinal complaints, especially when used in combination with FCal and potentially in combination with gut microbiome data.

Entities:  

Keywords:  Gut microbiome; biomarkers; human beta defensin 2; inflammatory bowel disease; machine learning; noninvasive diagnosis

Mesh:

Substances:

Year:  2021        PMID: 34313538      PMCID: PMC8317932          DOI: 10.1080/19490976.2021.1943288

Source DB:  PubMed          Journal:  Gut Microbes        ISSN: 1949-0976


  53 in total

1.  UniRef: comprehensive and non-redundant UniProt reference clusters.

Authors:  Baris E Suzek; Hongzhan Huang; Peter McGarvey; Raja Mazumder; Cathy H Wu
Journal:  Bioinformatics       Date:  2007-03-22       Impact factor: 6.937

2.  Impact of disease location on fecal calprotectin levels in Crohn's disease.

Authors:  Krisztina B Gecse; Johannan F Brandse; Sandra van Wilpe; Mark Löwenberg; Cyriel Ponsioen; Gijs van den Brink; Geert D'Haens
Journal:  Scand J Gastroenterol       Date:  2015-01-30       Impact factor: 2.423

3.  Meta-analysis: fecal calprotectin for assessment of inflammatory bowel disease activity.

Authors:  Jin-Feng Lin; Jin-Min Chen; Jun-Hua Zuo; Allen Yu; Zhu-Jun Xiao; Fei-Hong Deng; Biao Nie; Bo Jiang
Journal:  Inflamm Bowel Dis       Date:  2014-08       Impact factor: 5.325

Review 4.  Practical guidance on the use of faecal calprotectin.

Authors:  Matthew J Brookes; Simon Whitehead; Daniel R Gaya; Antony Barney Hawthorne
Journal:  Frontline Gastroenterol       Date:  2017-02-22

5.  Altered levels of fecal chromogranins and secretogranins in IBS: relevance for pathophysiology and symptoms?

Authors:  Lena Ohman; Mats Stridsberg; Stefan Isaksson; Pernilla Jerlstad; Magnus Simrén
Journal:  Am J Gastroenterol       Date:  2012-01-10       Impact factor: 10.864

6.  Increased fecal levels of chromogranin A, chromogranin B, and secretoneurin in collagenous colitis.

Authors:  Michael Wagner; Mats Stridsberg; Christer G B Peterson; Per Sangfelt; Maria Lampinen; Marie Carlson
Journal:  Inflammation       Date:  2013-08       Impact factor: 4.092

7.  Crohn's disease activity assessed by fecal calprotectin and lactoferrin: correlation with Crohn's disease activity index and endoscopic findings.

Authors:  Taina Sipponen; Erkki Savilahti; Kaija-Leena Kolho; Hannu Nuutinen; Ulla Turunen; Martti Färkkilä
Journal:  Inflamm Bowel Dis       Date:  2008-01       Impact factor: 5.325

Review 8.  Chromogranin A and other enteroendocrine markers in inflammatory bowel disease.

Authors:  Sara Massironi; Alessandra Zilli; Federica Cavalcoli; Dario Conte; Maddalena Peracchi
Journal:  Neuropeptides       Date:  2016-01-12       Impact factor: 3.286

9.  Fecal chromogranins and secretogranins are increased in patients with ulcerative colitis but are not associated with disease activity.

Authors:  Hans Strid; Magnus Simrén; Anders Lasson; Stefan Isaksson; Mats Stridsberg; Lena Öhman
Journal:  J Crohns Colitis       Date:  2013-05-18       Impact factor: 9.071

10.  Non-invasive mapping of the gastrointestinal microbiota identifies children with inflammatory bowel disease.

Authors:  Eliseo Papa; Michael Docktor; Christopher Smillie; Sarah Weber; Sarah P Preheim; Dirk Gevers; Georgia Giannoukos; Dawn Ciulla; Diana Tabbaa; Jay Ingram; David B Schauer; Doyle V Ward; Joshua R Korzenik; Ramnik J Xavier; Athos Bousvaros; Eric J Alm
Journal:  PLoS One       Date:  2012-06-29       Impact factor: 3.240

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  1 in total

Review 1.  Tripartite motif family proteins in inflammatory bowel disease: Mechanisms and potential for interventions.

Authors:  Rirong Chen; Yizhe Tie; Jinyu Lu; Li Li; Zhirong Zeng; Minhu Chen; Shenghong Zhang
Journal:  Cell Prolif       Date:  2022-04-04       Impact factor: 8.755

  1 in total

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