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Author Spotlight: Advancing Hepatic Fibrosis Diagnosis Using Magnetic Resonance Elastography and AI
Published on: July 21, 2023
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Digital Polymerase Chain Reaction-Based Fecal Streptococcus Quantification for Liver Fibrosis Assessment in Chronic
Nomura Nao1, Haruki Uojima1,2, Akira Také3
1Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Japan.
Summary
Fecal Streptococcus spp. load, measured by digital PCR, shows potential as a noninvasive biomarker for liver fibrosis in chronic liver disease (CLD). However, factors like age and BMI may affect its accuracy.
Area of Science:
- Gastroenterology
- Microbiology
- Biomarker Discovery
Background:
- Chronic liver disease (CLD) impacts millions globally.
- Noninvasive biomarkers for liver fibrosis are crucial for patient management.
- Fecal microbiota composition is increasingly recognized as relevant in CLD.
Purpose of the Study:
- To identify clinical factors linked to fecal Streptococcus spp. load in CLD patients.
- To assess the utility of fecal Streptococcus spp. load as a noninvasive biomarker for liver fibrosis using digital PCR (dPCR).
Main Methods:
- Retrospective analysis of 146 CLD patients.
- Quantification of fecal Streptococcus spp. load using dPCR and 16S rRNA gene primers.
- Separate analysis of proton pump inhibitor (PPI) users due to their impact.
- Correlation and receiver operating characteristic (ROC) curve analyses to evaluate diagnostic performance for cirrhosis.
Main Results:
- Fecal Streptococcus spp. load was significantly higher in PPI users and cirrhotic patients.
- ROC analysis for cirrhosis showed an AUC of 0.728, lower than established markers.
- Streptococcus spp. load correlated positively with age and negatively with BMI.
- Higher loads were observed in older patients (>65 years) with lower BMI (≤25 kg/m²).
Conclusions:
- Fecal Streptococcus spp. load measured by dPCR could potentially supplement existing noninvasive fibrosis markers in CLD.
- Host-related factors like age and BMI may influence the diagnostic accuracy of this biomarker.
- Further research is needed to refine its clinical utility.
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