Evidence map›Paper›PMID 34313538›Full record

ArticleGut microbes

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

R Gacesa, A Vich Vila, V Collij, Z Mujagic, A Kurilshikov, M D Voskuil, E A M Festen, C Wijmenga, D M A E Jonkers, G Dijkstra and 4 more

Open access · goldAbstract read
In one paragraph

Article in Gut microbes. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 pooled it
0.6field-weighted citation impact, top 36% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed, 1 synthesis or guideline pooled it, 15 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. AI in microbiome-related healthcare.Microbial biotechnology · 2024
    Review
  8. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors at 2 institutions in 1 country.

R GacesaUniversity of Groningen, University Medical Center Groningen, Department of Gastroenterology and Hepatology, Groningen, The Netherlands.
A Vich VilaUniversity of Groningen, University Medical Center Groningen, Department of Gastroenterology and Hepatology, Groningen, The Netherlands.ORCID 0000-0003-4691-5583
V CollijUniversity of Groningen, University Medical Center Groningen, Department of Gastroenterology and Hepatology, Groningen, The Netherlands.ORCID 0000-0003-3743-1544
Z MujagicMaastricht University Medical Center, Division of Gastroenterology-Hepatology, NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht, The Netherlands.
A KurilshikovUniversity of Groningen and University Medical Center Groningen, Department of Genetics, Groningen, The Netherlands.ORCID 0000-0003-2541-5627
M D VoskuilUniversity of Groningen, University Medical Center Groningen, Department of Gastroenterology and Hepatology, Groningen, The Netherlands.
E A M FestenUniversity of Groningen, University Medical Center Groningen, Department of Gastroenterology and Hepatology, Groningen, The Netherlands.
C WijmengaUniversity of Groningen and University Medical Center Groningen, Department of Genetics, Groningen, The Netherlands.
D M A E JonkersMaastricht University Medical Center, Division of Gastroenterology-Hepatology, NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht, The Netherlands.
G DijkstraUniversity of Groningen, University Medical Center Groningen, Department of Gastroenterology and Hepatology, Groningen, The Netherlands.
J FuUniversity of Groningen, University Medical Center Groningen, Department of Gastroenterology and Hepatology, Groningen, The Netherlands.
A ZhernakovaUniversity of Groningen and University Medical Center Groningen, Department of Genetics, Groningen, The Netherlands.
F ImhannUniversity of Groningen, University Medical Center Groningen, Department of Gastroenterology and Hepatology, Groningen, The Netherlands.
R K WeersmaUniversity of Groningen, University Medical Center Groningen, Department of Gastroenterology and Hepatology, Groningen, The Netherlands.ORCID 0000-0001-7928-7371
University Medical Center Groningen · NLMaastricht University · NL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Gastrointestinal MicrobiomeAdultbeta-DefensinsBiomarkersBiopsyCohort StudiesDiagnosis, DifferentialFecesFemaleHumansInflammatory Bowel DiseasesIrritable Bowel SyndromeLeukocyte L1 Antigen ComplexMaleMiddle AgedNetherlandsbeta-DefensinsBiomarkersLeukocyte L1 Antigen ComplexbiomarkersGut microbiomehuman beta defensin 2inflammatory bowel diseasemachine learningnoninvasive diagnosis

Identifiers

PMID34313538
PMCPMC8317932
OpenAlexW3184017689

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.