# Bioinformatics and system biology approach to discover the common pathogenetic processes between COVID-19 and chronic hepatitis B

**Authors:** Xiao Ma, Tengda Huang, Yujia Song, Hongyuan Pan, Ao Du, Xinyi Zhou, Yong Zeng, Kefei Yuan

PMC · DOI: 10.1371/journal.pone.0323708 · PLOS One · 2025-05-23

## TL;DR

This study uses bioinformatics to find shared genetic and immune pathways between COVID-19 and chronic hepatitis B, identifying potential treatments.

## Contribution

The study identifies shared molecular mechanisms and potential drugs for both SARS-CoV-2 and HBV infections using RNA-seq data and systems biology.

## Key findings

- 106 shared differentially expressed genes were identified between SARS-CoV-2 and HBV.
- Immune-related pathways and 8 hub genes were found to be significantly involved in both diseases.
- 155 miRNAs and 43 TFs were identified as potential regulators, along with several promising drugs.

## Abstract

The ongoing coronavirus disease 2019 (COVID-19) pandemic, caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), presents a significant global public health threat. Concurrently, hepatitis B virus (HBV) remains a significant public health challenge. While previous studies have indicated an association between COVID-19 and chronic hepatitis B, the common underlying pathogenesis of these diseases remains incompletely understood.

To investigate the shared molecular mechanisms between chronic HBV infection and COVID-19, a comprehensive investigation was conducted using bioinformatics and systems biology. Specifically, we utilized RNA-seq datasets (GSE196822 and GSE83148) to identify differentially expressed genes (DEGs) associated with both SARS-CoV-2 and HBV infection. Subsequently, these common DEGs were utilized to identify shared pathways, hub genes, transcriptional regulatory networks, and potential drugs. The differential expression of hub genes in both COVID-19 and HBV was verified using the GSE171110 and GSE94660 datasets, respectively.

From the 106 shared DEGs identified, immune-related pathways were found to play a role in the development and progression of chronic hepatitis B and COVID-19. Protein-protein interaction (PPI) network analysis revealed 8 hub genes: CDK1, E2F7, E2F8, TYMS, KIF20A, CENPE, TPX2, HMMR, CD8A, GZMA. In the validation set, the expression of hub genes was statistically significant in both the COVID-19 group and the HBV group compared with the healthy control group. Transcriptional regulatory network analysis identified 155 microRNAs (miRNAs) and 43 transcription factors (TFs) as potential regulatory signals. Notably, we identified potential therapeutic drugs for HBV chronic infection and COVID-19, including progesterone, estradiol, dasatinib, aspirin, etoposide, irinotecan hydrochloride, phorbol 12-myristate 13-acetate, lucanthone, calcitriol.

This research elucidates potential molecular targets, signaling pathways, and promising small molecule compounds that could aid in the treatment of chronic HBV infection and COVID-19.

## Linked entities

- **Genes:** CDK1 (cyclin dependent kinase 1) [NCBI Gene 983], E2F7 (E2F transcription factor 7) [NCBI Gene 144455], E2F8 (E2F transcription factor 8) [NCBI Gene 79733], TYMS (thymidylate synthetase) [NCBI Gene 7298], KIF20A (kinesin family member 20A) [NCBI Gene 10112], CENPE (centromere protein E) [NCBI Gene 1062], TPX2 (TPX2 microtubule nucleation factor) [NCBI Gene 22974], HMMR (hyaluronan mediated motility receptor) [NCBI Gene 3161], CD8A (CD8 subunit alpha) [NCBI Gene 925], GZMA (granzyme A) [NCBI Gene 3001]
- **Chemicals:** progesterone (PubChem CID 5994), estradiol (PubChem CID 450), dasatinib (PubChem CID 3062316), aspirin (PubChem CID 2244), etoposide (PubChem CID 36462), irinotecan hydrochloride (PubChem CID 60838), phorbol 12-myristate 13-acetate (PubChem CID 4792), lucanthone (PubChem CID 10180), calcitriol (PubChem CID 5280453)
- **Diseases:** chronic hepatitis B (MONDO:0005344), coronavirus disease 2019 (MONDO:0100096), hepatitis B (MONDO:0005344)

## Full-text entities

- **Genes:** KIF20A (kinesin family member 20A) [NCBI Gene 10112] {aka MKLP2, RAB6KIFL, RCM6}, TYMS (thymidylate synthetase) [NCBI Gene 7298] {aka DKCD, HST422, TMS, TS}, CENPE (centromere protein E) [NCBI Gene 1062] {aka CENP-E, KIF10, MCPH13, PPP1R61}, HMMR (hyaluronan mediated motility receptor) [NCBI Gene 3161] {aka CD168, IHABP, RHAMM}, GZMA (granzyme A) [NCBI Gene 3001] {aka CTLA3, HFSP}, TPX2 (TPX2 microtubule nucleation factor) [NCBI Gene 22974] {aka C20orf1, C20orf2, DIL-2, DIL2, FLS353, GD:C20orf1}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, E2F8 (E2F transcription factor 8) [NCBI Gene 79733] {aka E2F-8}, CDK1 (cyclin dependent kinase 1) [NCBI Gene 983] {aka CDC2, CDC28A, P34CDC2}, E2F7 (E2F transcription factor 7) [NCBI Gene 144455]
- **Diseases:** HBV chronic infection (MESH:D006509), chronic hepatitis B (MESH:D019694), COVID-19 (MESH:D000086382)
- **Chemicals:** dasatinib (MESH:D000069439), lucanthone (MESH:D008154), phorbol 12-myristate 13-acetate (MESH:D013755), aspirin (MESH:D001241), calcitriol (MESH:D002117), irinotecan hydrochloride (MESH:D000077146), etoposide (MESH:D005047), estradiol (MESH:D004958), progesterone (MESH:D011374)
- **Species:** Hepatitis B virus (no rank) [taxon 10407], Severe acute respiratory syndrome coronavirus 2 (no rank) [taxon 2697049]

## Full text

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## Figures

12 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12101853/full.md

## References

83 references — full list in the complete paper: https://tomesphere.com/paper/PMC12101853/full.md

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Source: https://tomesphere.com/paper/PMC12101853