# Racial disparities in hepatocellular carcinoma: a TCGA-based gene expression study of Caucasian and Asian populations

**Authors:** Muhammad Rezki Rasyak, Sri Jayanti, Cyrollah Disoma, Bens Pardamean, Caecilia Sukowati

PMC · DOI: 10.37349/etat.2025.1002344 · Exploration of Targeted Anti-tumor Therapy · 2025-11-02

## TL;DR

This study compares gene expression in liver cancer between Asian and Caucasian patients, finding both shared and unique patterns that could guide personalized treatments.

## Contribution

The study identifies ethnicity-specific gene expression patterns in hepatocellular carcinoma using TCGA data, revealing potential therapeutic targets.

## Key findings

- 387 genes were commonly upregulated in both Asian and Caucasian HCC patients, including GPC3 and PLVAP.
- 16 genes showed opposite expression patterns between Asians and Caucasians, such as AKR1B10 upregulation in Asians and MDK upregulation in Caucasians.
- Functional analysis revealed distinct immune and metabolic pathways, with Asians showing suppressed inflammation and Caucasians showing enhanced cytokine signaling.

## Abstract

Hepatocellular carcinoma (HCC) displays both shared and ethnicity-specific molecular characteristics. Using transcriptomic data from The Cancer Genome Atlas (TCGA), we compared gene expression profiles between Asian and Caucasian HCC patients.

Gene expression profiles were analyzed using the PyDESeq2 implementation of DESeq2, applying size factor normalization and dispersion estimation. Differentially expressed genes (DEGs) were identified with thresholds of false discovery rate (FDR) of < 0.05 and |log2FC| ≥ 1.0. Gene annotation, visualization, and pathway enrichment were conducted using Sanbomics, seaborn, and gene set enrichment analysis (GSEA) via the GSEApy package.

A total of 387 and 250 genes were commonly upregulated and downregulated, respectively, in both populations, including the upregulations of GPC3 and PLVAP and the downregulations of FCN3 and OIT3, indicating their potential as universal HCC markers. Conversely, 16 genes were upregulated in Asians but downregulated in Caucasians, and 25 showed the reverse pattern. Asian-specific upregulation of AKR1B10, UBE2C, and S100P suggests links to viral etiology and immune modulation, while MDK, LCN2, and NQO1 were upregulated in Caucasians, implicating proliferative and metabolic roles. Functional enrichment analysis revealed distinct immune and metabolic pathways. Asians showed elevated ubiquitin ligase activity and suppressed inflammatory responses, while Caucasians exhibited enhanced cytokine signaling, complement activation, and xenobiotic metabolism.

These findings highlight key molecular differences in HCC across ethnicities and emphasize the value of TCGA data for identifying both shared targets and population-specific therapeutic strategies. Understanding these differences is crucial for advancing precision oncology and developing tailored interventions.

## Linked entities

- **Genes:** GPC3 (glypican 3) [NCBI Gene 2719], PLVAP (plasmalemma vesicle associated protein) [NCBI Gene 83483], FCN3 (ficolin 3) [NCBI Gene 8547], OIT3 (oncoprotein induced transcript 3) [NCBI Gene 170392], AKR1B10 (aldo-keto reductase family 1 member B10) [NCBI Gene 57016], UBE2C (ubiquitin conjugating enzyme E2 C) [NCBI Gene 11065], S100P (S100 calcium binding protein P) [NCBI Gene 6286], MDK (midkine) [NCBI Gene 4192], LCN2 (lipocalin 2) [NCBI Gene 3934], NQO1 (NAD(P)H quinone dehydrogenase 1) [NCBI Gene 1728]
- **Diseases:** hepatocellular carcinoma (MONDO:0007256)

## Full-text entities

- **Genes:** UBE2C (ubiquitin conjugating enzyme E2 C) [NCBI Gene 11065] {aka UBCH10, dJ447F3.2}, GPC3 (glypican 3) [NCBI Gene 2719] {aka DGSX, GTR2-2, MXR7, OCI-5, SDYS, SGB}, FCN3 (ficolin 3) [NCBI Gene 8547] {aka FCNH, HAKA1}, OIT3 (oncoprotein induced transcript 3) [NCBI Gene 170392] {aka LZP}, AKR1B10 (aldo-keto reductase family 1 member B10) [NCBI Gene 57016] {aka AKR1B11, AKR1B12, ALDRLn, ARL-1, ARL1, HIS}, LCN2 (lipocalin 2) [NCBI Gene 3934] {aka 24p3, MSFI, NGAL, p25}, MDK (midkine) [NCBI Gene 4192] {aka ARAP, MK, NEGF2}, PLVAP (plasmalemma vesicle associated protein) [NCBI Gene 83483] {aka DIAR10, FELS, PV-1, PV1, gp68}, S100P (S100 calcium binding protein P) [NCBI Gene 6286] {aka MIG9}, NQO1 (NAD(P)H quinone dehydrogenase 1) [NCBI Gene 1728] {aka DHQU, DIA4, DTD, NMOR1, NMORI, QR1}
- **Diseases:** inflammatory (MESH:D007249), Cancer (MESH:D009369), HCC (MESH:D006528)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12597399/full.md

## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12597399/full.md

## References

42 references — full list in the complete paper: https://tomesphere.com/paper/PMC12597399/full.md

---
Source: https://tomesphere.com/paper/PMC12597399