Related Experiment Video
Updated: May 20, 2026

Fluorescence-mediated Tomography for the Detection and Quantification of Macrophage-related Murine Intestinal Inflammation
Published on: December 15, 2017
Non-invasive mapping of the gastrointestinal microbiota identifies children with inflammatory bowel disease
Eliseo Papa1, Michael Docktor, Christopher Smillie
1Harvard/MIT Health Science and Technology Institute, Cambridge, Massachusetts, United States of America.
Insights
Diagnosing pediatric inflammatory bowel disease (IBD) is difficult. A new microbiome analysis of fecal samples accurately identifies children with IBD, aiding early detection and treatment.
Area of Science:
- Microbial ecology
- Pediatric gastroenterology
- Diagnostic innovation
Background:
- Pediatric inflammatory bowel disease (IBD) diagnosis is often delayed due to non-specific symptoms and reluctance to perform colonoscopies in children.
- Delayed diagnosis of pediatric IBD leads to suboptimal treatment and poor patient outcomes.
- Investigating novel diagnostic approaches for pediatric IBD is crucial.
Purpose of the Study:
- To assess the utility of 16S rRNA sequencing and novel analytical methods for differentiating pediatric IBD from other gastrointestinal disorders.
- To develop a microbiome-based diagnostic tool for pediatric IBD.
Main Methods:
- Applied synthetic learning in microbial ecology (SLiME) analysis to 16S rRNA sequencing data from published studies and fecal samples of 91 children.
- Validated the method using an independent cohort of 68 pediatric patients.
- Analyzed microbial diversity and identified specific taxa associated with disease states.
Main Results:
- The SLiME analysis accurately distinguished pediatric IBD patients from controls with an AUC of 0.83 (80.3% sensitivity, 69.7% specificity).
- Accuracy was consistent across different data collection methods.
- The method showed reasonable accuracy in distinguishing Crohn's disease from ulcerative colitis and was validated with an AUC of 0.84 in a separate cohort.
Conclusions:
- Microbiome-based diagnostics can effectively differentiate pediatric patients with IBD from those with similar symptoms.
- This approach serves as a valuable complementary tool for early IBD detection in children.
- While not a replacement for endoscopy, microbial diversity analysis aids in pediatric IBD diagnosis.
Background:
Pediatric inflammatory bowel disease (IBD) is challenging to diagnose because of the non-specificity of symptoms; an unequivocal diagnosis can only be made using colonoscopy, which clinicians are reluctant to recommend for children. Diagnosis of pediatric IBD is therefore frequently delayed, leading to inappropriate treatment plans and poor outcomes. We investigated the use of 16S rRNA sequencing of fecal samples and new analytical methods to assess differences in the microbiota of children with IBD and other gastrointestinal disorders.
Methodology/Principal Findings:
We applied synthetic learning in microbial ecology (SLiME) analysis to 16S sequencing data obtained from i) published surveys of microbiota diversity in IBD and ii) fecal samples from 91 children and young adults who were treated in the gastroenterology program of Children's Hospital (Boston, USA). The developed method accurately distinguished control samples from those of patients with IBD; the area under the receiver-operating-characteristic curve (AUC) value was 0.83 (corresponding to 80.3% sensitivity and 69.7% specificity at a set threshold). The accuracy was maintained among data sets collected by different sampling and sequencing methods. The method identified taxa associated with disease states and distinguished patients with Crohn's disease from those with ulcerative colitis with reasonable accuracy. The findings were validated using samples from an additional group of 68 patients; the validation test identified patients with IBD with an AUC value of 0.84 (e.g. 92% sensitivity, 58.5% specificity).
Conclusions/Significance:
Microbiome-based diagnostics can distinguish pediatric patients with IBD from patients with similar symptoms. Although this test can not replace endoscopy and histological examination as diagnostic tools, classification based on microbial diversity is an effective complementary technique for IBD detection in pediatric patients.
Related Concept Videos
Inflammatory Bowel Disease III: Diagnostic Studies and Management I-Nutritional Therapy
Diagnostic studies
A colonoscopy is the definitive screening test, distinguishing ulcerative colitis from other colon diseases with similar symptoms. During a colonoscopy test, inflamed mucosa with exudate ulcerations can be observed, and biopsies are taken to determine the histologic characteristics of the colonic...
Anatomy of the Intestines
Small Intestines
The small intestine is an ~7 meter-long tube with an inner diameter of just 2.5 cm. Since most nutrients are absorbed here, the inner lining of the small...
Inflammatory Bowel Disease I: Introduction
Inflammatory Bowel Disease III: Crohn's Disease
Inflammatory Bowel Disease I: Ulcerative Colitis
Inflammatory bowel disease, or IBD, encompasses a group of disorders characterized by chronic inflammation or ulceration of the gastrointestinal tract.
Risk Factors
The exact cause of IBD remains unclear, although it is believed to be due to a mix of genetic, environmental, microbial, and immune factors. Genetic factors are significant in determining susceptibility to IBD, with family history being a critical risk factor. Individuals with a first-degree relative who has IBD are at...
Inflammatory Bowel Disease II: Crohn's Disease
Inflammatory bowel disease, commonly known as IBD, refers to a collection of disorders that lead to persistent inflammation of the gastrointestinal tract. The two types of IBD are ulcerative colitis, which impacts the colon, and Crohn's disease, which can involve any part of the gastrointestinal segment.
Crohn's disease
Crohn's disease is a chronic, systemic inflammatory bowel disease (IBD) that predominantly affects the gastrointestinal tract. It is marked by transmural...
