Research Article

Integrated in Silico and in Vitro Analysis of Peroxisome-Related Genes PEX16 and DHRS4 in Hepatocellular Carcinoma

Volume: 16 Number: 3 September 30, 2026
EN

Integrated in Silico and in Vitro Analysis of Peroxisome-Related Genes PEX16 and DHRS4 in Hepatocellular Carcinoma

Abstract

Objective: Hepatocellular carcinoma (HCC) is one of the leading causes of cancer-related mortality worldwide, characterized by profound metabolic reprogramming and limited therapeutic options. Peroxisomes are essential metabolic organelles involved in lipid metabolism, redox homeostasis, and detoxification, and increasing evidence suggests that peroxisomal dysfunction contributes to tumor progression. However, the role of peroxisome biogenesis–related genes in HCC remains insufficiently characterized. This study aimed to investigate the potential involvement of the peroxisome-related genes PEX16 and DHRS4 in HCC by integrating bioinformatics analyses with experimental validation.
Methods: Differential gene expression analyses were performed using the GEO datasets GSE183349 and GSE14945 to identify peroxisome-associated genes altered in HCC. The expression levels of PEX16 and DHRS4 were subsequently validated in vitro using quantitative real-time PCR (qPCR) in the HepG2 hepatocellular carcinoma cell line and HUVEC cells as controls.
Results: Bioinformatics analyses revealed that PEX16 and DHRS4 were significantly upregulated in HCC datasets. Consistent with the in silico findings, qPCR analysis demonstrated significantly increased expression of both genes in HepG2 cells compared with HUVEC cells (PEX16: p=0.0021; DHRS4: p=0.038). The integrated in silico and in vitro analyses demonstrate that PEX16 and DHRS4 are consistently upregulated in hepatocellular carcinoma.
Conclusions: These findings suggest that both genes may serve as peroxisome-associated molecular biomarkers reflecting metabolic reprogramming in HCC. Further validation in patient-derived samples and functional studies are warranted to evaluate their diagnostic and prognostic potential.
 

Keywords

Supporting Institution

This study was supported by the Istanbul University–Cerrahpasa Scientific Research Projects Coordination Unit (Project No. 37431).

Project Number

37431

Thanks

The authors sincerely thank the Istanbul University–Cerrahpasa Scientific Research Projects Coordination Unit (Project No. 37431).

References

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Details

Primary Language

English

Subjects

Medical Genetics (Excl. Cancer Genetics), Clinical Sciences (Other)

Journal Section

Research Article

Early Pub Date

September 29, 2026

Publication Date

September 30, 2026

Submission Date

June 14, 2026

Acceptance Date

September 1, 2026

Published in Issue

Year 2026 Volume: 16 Number: 3

APA
Şabançelebi, S., Tombultürk, F. K., Karataş, M., Derya, H. E., Eskici Göç, M., Soydaş, T., & Tunçdemir, M. (2026). Integrated in Silico and in Vitro Analysis of Peroxisome-Related Genes PEX16 and DHRS4 in Hepatocellular Carcinoma. Sakarya Medical Journal, 16(3), 434-441. https://doi.org/10.31832/smj.1970660
AMA
1.Şabançelebi S, Tombultürk FK, Karataş M, et al. Integrated in Silico and in Vitro Analysis of Peroxisome-Related Genes PEX16 and DHRS4 in Hepatocellular Carcinoma. Sakarya Medical Journal. 2026;16(3):434-441. doi:10.31832/smj.1970660
Chicago
Şabançelebi, Sema, Fatma Kübra Tombultürk, Metehan Karataş, et al. 2026. “Integrated in Silico and in Vitro Analysis of Peroxisome-Related Genes PEX16 and DHRS4 in Hepatocellular Carcinoma”. Sakarya Medical Journal 16 (3): 434-41. https://doi.org/10.31832/smj.1970660.
EndNote
Şabançelebi S, Tombultürk FK, Karataş M, Derya HE, Eskici Göç M, Soydaş T, Tunçdemir M (September 1, 2026) Integrated in Silico and in Vitro Analysis of Peroxisome-Related Genes PEX16 and DHRS4 in Hepatocellular Carcinoma. Sakarya Medical Journal 16 3 434–441.
IEEE
[1]S. Şabançelebi et al., “Integrated in Silico and in Vitro Analysis of Peroxisome-Related Genes PEX16 and DHRS4 in Hepatocellular Carcinoma”, Sakarya Medical Journal, vol. 16, no. 3, pp. 434–441, Sept. 2026, doi: 10.31832/smj.1970660.
ISNAD
Şabançelebi, Sema - Tombultürk, Fatma Kübra - Karataş, Metehan - Derya, Hüseyin Enes - Eskici Göç, Merve - Soydaş, Tuğba - Tunçdemir, Matem. “Integrated in Silico and in Vitro Analysis of Peroxisome-Related Genes PEX16 and DHRS4 in Hepatocellular Carcinoma”. Sakarya Medical Journal 16/3 (September 1, 2026): 434-441. https://doi.org/10.31832/smj.1970660.
JAMA
1.Şabançelebi S, Tombultürk FK, Karataş M, Derya HE, Eskici Göç M, Soydaş T, Tunçdemir M. Integrated in Silico and in Vitro Analysis of Peroxisome-Related Genes PEX16 and DHRS4 in Hepatocellular Carcinoma. Sakarya Medical Journal. 2026;16:434–441.
MLA
Şabançelebi, Sema, et al. “Integrated in Silico and in Vitro Analysis of Peroxisome-Related Genes PEX16 and DHRS4 in Hepatocellular Carcinoma”. Sakarya Medical Journal, vol. 16, no. 3, Sept. 2026, pp. 434-41, doi:10.31832/smj.1970660.
Vancouver
1.Sema Şabançelebi, Fatma Kübra Tombultürk, Metehan Karataş, Hüseyin Enes Derya, Merve Eskici Göç, Tuğba Soydaş, Matem Tunçdemir. Integrated in Silico and in Vitro Analysis of Peroxisome-Related Genes PEX16 and DHRS4 in Hepatocellular Carcinoma. Sakarya Medical Journal. 2026 Sep. 1;16(3):434-41. doi:10.31832/smj.1970660

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