# Novel Insights on Clinical Outcomes Using Integrated Shotgun Metagenomic Profiling of the Gut Microbiome, Resistome, and Host Immune-Inflammatory Response in Hospitalized Patients with Decompensated Cirrhosis

**Authors:** Cyriac Abby Philips, Tharun Tom Oommen, Arif Hussain Theruvath, Aryalakshmi Sreemohan, Ambily Baby, Ansu Abu Alex, Sunitha Thomas, Sunitha Mary John, Rizwan Ahamed, Ajit Tharakan, Philip Augustine

PMC · DOI: 10.3390/pathogens15030241 · Pathogens · 2026-02-24

## TL;DR

This study explores how gut microbes and antibiotic resistance genes relate to immune responses and outcomes in cirrhosis patients in India.

## Contribution

The study identifies specific microbial and resistance markers linked to disease severity and mortality in Indian cirrhosis patients.

## Key findings

- A 'Gram-negative bloom' and pathogenic Enterococcus expansion were linked to severe cirrhosis.
- The QnrB4 resistance gene correlated with mortality and immune paralysis.
- Ligilactobacillus salivarius was associated with systemic inflammation.

## Abstract

Background and Aims: Sepsis drives mortality in cirrhosis, yet the gut antimicrobial resistance (AMR) landscape remains unmapped in high-burden settings like India. This study aimed to integrate shotgun metagenomics with deep immunophenotyping to define the gut–immune–resistome axis and correlate specific microbial and genetic signatures with clinical outcomes in decompensated cirrhosis. Methods: We analysed 78 hospitalized patients with cirrhosis using stool shotgun metagenomics, multiplex cytokine arrays, and flow cytometry. The microbiome and resistome (AMR genes) were mapped and correlated with disease severity, immune function (monocyte HLA-DR, neutrophil CD64), and clinical endpoints including mortality. Results: Disease severity was characterized by a “Gram-negative bloom” (Klebsiella) alongside pathogenic Enterococcus expansion and novel markers: Clostridium sp. C5-48 (severe decompensation) and Sutterella (ascites). A specific, dense resistome predicted adverse outcomes; the quinolone-resistance gene QnrB4 correlated with mortality and immune paralysis, while the carbapenemase OXA-833 gene was linked to gastrointestinal bleeding. Notably, the commensal Ligilactobacillus salivarius was associated with systemic inflammatory cytokines. Conclusions: This study reveals a “pathogenic ecosystem” in Indian decompensated cirrhosis where the resistome is intrinsically linked to host immune failure. The identification of specific prognostic markers (QnrB4, OXA-833) and inflammatory associations with L. salivarius challenges generic probiotic use and underscores the urgent need for precision, resistome-targeted therapies.

## Linked entities

- **Proteins:** FCGR1A (Fc gamma receptor Ia)
- **Diseases:** cirrhosis (MONDO:0005155)
- **Species:** Klebsiella (taxon 570), Enterococcus (taxon 1350), Sutterella (taxon 40544), Ligilactobacillus salivarius (taxon 1624)

## Full-text entities

- **Genes:** FCGR1A (Fc gamma receptor Ia) [NCBI Gene 2209] {aka CD64, CD64A, FCG1, FCGR1, FCRI, FcgammaRI}
- **Diseases:** ascites (MESH:D001201), paralysis (MESH:D010243), cirrhosis (MESH:D005355), Sepsis (MESH:D018805), Decompensated Cirrhosis (MESH:D006333), immune failure (MESH:D051437), Inflammatory (MESH:D007249), gastrointestinal bleeding (MESH:D006471)
- **Chemicals:** OXA-833 (-), quinolone (MESH:D015363)
- **Species:** Klebsiella (genus) [taxon 570], Enterococcus (genus) [taxon 1350], Ligilactobacillus salivarius (species) [taxon 1624], Clostridium sp. (species) [taxon 1506], Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13029280/full.md

## References

19 references — full list in the complete paper: https://tomesphere.com/paper/PMC13029280/full.md

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Source: https://tomesphere.com/paper/PMC13029280