Combined Gene Expression Study Leads to Potential Herbal Targets in Breast Cancer and Diabetes
- 1,
- 2,
- 2*,
- 3,
- 2,
- 1,
- 1,
- 1,
- 4
- 1Department of Clinical Laboratory Science, College of Applied Medical Science, University of Ha’il, Hail, SAUDI ARABIA.
- 2Department of Biology, College of Sciences, University of Ha’il, Hail, SAUDI ARABIA.
- 3Department of Obstetrics and Gynecology, College of Medicine, University of Ha’il, Hail, SAUDI ARABIA.
- 4Department of Diagnostic Radiology, College of Applied Medical Sciences, University of Ha’il, Hail, SAUDI ARABIA.
Published in Journal of Pharmacology and Pharmacotherapeutics
Correspondence: Mohd Saeed
Department of Biology, College of Sciences, University of Ha’il, Hail, SAUDI ARABIA.
Email: Mo.saeed@uoh.edu.sa
Copyright: © 2026 The Author(s). This is an open access article.
Published: Jan 1, 2026, Received: Feb 21, 2025, Accepted: Apr 18, 2025
Abstract
Background/Objectives: Diabetes and cancer are common diseases, and epidemiologic evidence suggests that people with diabetes are at significantly higher risk for many forms of cancer. Both these diseases are among the highly complex, heterogeneous, and robust. Transcriptional dysregulation and abnormal signaling are major contributors to disease heterogeneity, posing challenges for therapeutic development. These days, herbal compounds are also used for the diagnostic purpose for many diseases, including diabetes and cancer. Materials and Methods: Here, to understand the common genes and the commonly enriched functions (pathways) between the two diseases and to unravel the potential herbal targets, we have studied the publicly available gene expression datasets (diabetes and cancer) and performed docking for the protein structure of the common 31 genes against the herbal compound of our interest—apigenin, quercetin, and resveratrol. Results: We identified 31 common differentially expressed genes and 14 enriched pathways, including insulin and phosphatidylinositol 3-kinase-protein kinase B signaling, critical to both diseases. Conclusion: Molecular docking revealed eukaryotic translation initiation factor 5B, DEAH-box helicase 16, integrin beta 7, and O-GlcNAc transferase as high-affinity targets for apigenin, quercetin, and resveratrol, with favorable absorption, distribution, metabolism, and excretion properties (e.g., no Lipinski violations).
Keywords
Subject
Recommended articles
- Assessing the Anticancer Potential of Compounds from Caesalpinia sappan Wood against Mutant EGFR in Lung Squamous Cell Carcinoma: Computational Insights
Shaik Pashmina, Nitya Krishnasamy, Suganya Panneer Selvam · Journal of Pharmacology and Pharmacotherapeutics
- Multiomics and Molecular Docking Approaches to Elucidate Desmostachya bipinnata-Derived Multitargeting Agents for Oral Squamous Cell Carcinoma
Nitya Krishnasamy, Ramya Ramadoss, Kochli Channapa Niranjan · Journal of Pharmacology and Pharmacotherapeutics
- Benzoxazinone Derivatives as Antiplatelet: Synthesis, Molecular Docking, and Bleeding Time Evaluation
Kholis Amalia Nofianti, Juni Ekowati, Nuzul Wahyuning Diyah · Journal of Pharmacology and Pharmacotherapeutics
- Evaluation of Antidiabetic Activity of Abutilon crispum on Normal and Streptozotocin- induced Diabetic Albino Wistar Rats
Kuchi Manjeera, Raja Sundararajan · Journal of Pharmacology and Pharmacotherapeutics
- Diabetic Brachial Plexopathy: A Case Report
Megha Hegde, Saurav Raj, Dhananjay Tikadar · Journal of Pharmacology and Pharmacotherapeutics
- Molecular Docking and Dynamic Simulation Studies of Bioactive Compounds from Traditional Medicinal Compounds Against Exfoliative Toxin B from Staphylococcus aureus
Nandha Kumar Subramani, Subhashree Venugopal · Journal of Pharmacology and Pharmacotherapeutics
Readers Also Viewed
Pharmacogenomics Meets Generative AI: Transforming Clinical Trial Design with Large Language Models
Annisa Fatharani, Ali Alsayegh
Jan 1, 2026
Clinical Outcomes and Management of Post-varicocelectomy on Male Fertility: A Comprehensive Review
Mohammad Akbar Hossain
Jan 1, 2026
Knowledge, Attitude, and Practice on Digital Eye Strain Among Healthcare Students at a Private University in Northern Peninsular Malaysia
Lim Chin Hung, Subramani Parasuraman, Sam Aaseer Thamby
Jan 1, 2026