# Integrative multi-omics analysis of the microbiome and metabolome in bronchoalveolar lavage fluid from patients with early-stage lung cancer

**Authors:** Jiajun Xie, Nengyang Zhu, Weiguo Xu

PMC · DOI: 10.3389/fcimb.2025.1513270 · Frontiers in Cellular and Infection Microbiology · 2025-04-28

## TL;DR

This study identifies microbial and metabolite biomarkers in bronchoalveolar lavage fluid that may help detect early-stage lung cancer.

## Contribution

The study presents novel microbial and metabolite markers for early-stage lung cancer detection using integrative multi-omics analysis.

## Key findings

- Bacteroidetes, Chryseobacterium, and Delftia were more abundant in early-stage lung cancer patients.
- Fusobacteriales may serve as a predictive marker for early-stage lung cancer diagnosis.
- Reduced levels of Cholecalciferol were associated with high-abundance flora and may predict early-stage lung cancer.

## Abstract

Lung cancer is a significant health concern that poses a considerable threat to human health and quality of life. In order to enhance the prognosis of patients with lung cancer, we conducted a combined analysis of 16S rDNA gene sequencing of alveolar lavage fluid and LC-MS metabolomics research, with the objective of identifying biomarkers in patients with early-stage lung cancer presenting as SPN. A comparison of the benign nodule group and the early-stage lung cancer patients revealed that the phylum-level Bacteroidetes and the genus-level Chryseobacterium and Delftia were more abundant in the latter group. Additionally, the Fusobacteriales might serve as a predictive marker for the diagnosis of early-stage lung cancer. In the context of metabolomics, the early-stage lung cancer was found to be characterised by elevated levels of specific metabolites, including Alternariol, dTMP, Oxymatrine, Gedunin, PC 36:4. Conversely, reductions in other metabolites, such as LPC O-24:0, PC 18:2_18:3, PC 19:2_19:2, Cholecalciferol and T-2 Triol, were also observed. Correlation analyses demonstrated that alveolar lavage microorganisms were closely associated with differential metabolites. Specifically, reductions in Cholecalciferol were associated with a variety of high-abundance flora and involved in vitamin digestion and absorption pathways. Furthermore, reductions in cholecalciferol may serve as a robust predictor of early-stage lung cancer. These findings provide new predictive biomarkers for early-stage lung cancer manifested by SPN, which is clinically important and requires further study of the potential mechanisms of action and function of the targets.

## Linked entities

- **Chemicals:** Alternariol (PubChem CID 5359485), dTMP (PubChem CID 9700), Oxymatrine (PubChem CID 114850), Gedunin (PubChem CID 12004512), PC 36:4 (PubChem CID 52922783), LPC O-24:0 (PubChem CID 164262773), PC 18:2_18:3 (PubChem CID 53479065), Cholecalciferol (PubChem CID 5280795), T-2 Triol (PubChem CID 608974)
- **Diseases:** lung cancer (MONDO:0005138)

## Full-text entities

- **Genes:** DEAF1 (DEAF1 transcription factor) [NCBI Gene 10522] {aka MRD24, NEDHELS, NUDR, SPN, VSVS, ZMYND5}
- **Diseases:** Lung cancer (MESH:D008175)
- **Chemicals:** Oxymatrine (MESH:C037573), LPC O-24:0 (-), T-2 Triol (MESH:C038854), Gedunin (MESH:C106014), Alternariol (MESH:C005197), Cholecalciferol (MESH:D002762), dTMP (MESH:D013938)
- **Species:** Bacteroidia (class) [taxon 200643], Delftia (genus) [taxon 80865], Homo sapiens (human, species) [taxon 9606], Chryseobacterium (genus) [taxon 59732]

## Full text

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## Figures

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## References

66 references — full list in the complete paper: https://tomesphere.com/paper/PMC12066597/full.md

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Source: https://tomesphere.com/paper/PMC12066597