A Computational Study of Efficient Combinations of FDA-Approved Drugs and Dietary Supplements in Endometrial Cancer

被引:0
|
作者
Mondal, Madhurima [1 ]
Lahiri, Aditya [2 ]
Vundavilli, Haswanth [3 ]
Priore, Giuseppe del [4 ]
Reeves, Norman Peter [5 ]
Datta, Aniruddha [1 ]
机构
[1] Texas A&M Univ, Dept Elect & Comp Engn, College Stn, TX 77843 USA
[2] Childrens Hosp Philadelphia, Dept Biomed & Hlth Informat, Philadelphia, PA 19104 USA
[3] IIT ISM, Dept Elect Engn, Dhanbad 826004, India
[4] Morehouse Sch Med, Dept Obstet & Gynecol, Atlanta, GA 30310 USA
[5] Sumaq Life LLC, Columbus, OH USA
来源
IEEE ACCESS | 2024年 / 12卷
基金
美国国家科学基金会;
关键词
Cancer; Medical treatment; Drugs; Genetics; Tumors; Immunotherapy; Biological cells; Toy manufacturing industry; Proteins; Electric breakdown; Endometrial cancer; FDA approves drugs; dietary supplements; Pembrolizumab; Lenvatinib; Afinitor; EGCG; Curcumin; Melatonin; Aspirin; Baicalein; Boolean network; targeted therapy; immunotherapy; combination therapy; GENE REGULATORY NETWORKS; BREAST-CANCER; CELLS; RISK; PATHWAY; INHIBITION; ACTIVATION; PROLIFERATION; CARCINOMA; RADIATION;
D O I
10.1109/ACCESS.2024.3503438
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Endometrial cancer (EC) develops in the uterine lining, and in 2024, there will be approximately 67,880 reported cases of uterine cancer in the USA, with 90% of them being EC. Many unfit or elderly cancer patients are unable to undergo standard treatments for EC such as surgery, chemotherapy, or radiation therapy. For such patients, targeted therapies and immunotherapy drugs that have received approval from the FDA and have demonstrated significant efficacy in treating EC, offer a viable alternative. Dietary supplements, which are known for their lower toxicity, are increasingly becoming a complementary treatment option, alongside conventional primary therapies for patients battling many cancers. Additionally, individuals with a family history of EC or those focused on maintaining their overall well-being often include these supplements in their daily diet as a proactive measure. However, the consumption of random inefficient supplements may elevate the risk of other health issues, such as headaches, nausea, and fatigue. Since combination therapy has been already shown to be a successful treatment for EC, it makes sense to consider finding the optimal combinations of targeted therapies and dietary supplements in treating EC. This paper uses a Boolean Network approach to find such combinations. Our computational analysis predicts that combining Pembrolizumab (FDA-approved immunotherapy for EC) with dietary supplements like Epigallocatechin Gallate (EGCG), Melatonin, Curcumin, and Baicalein significantly enhances its efficacy, showing improvements ranging from 71.22% to 99.99% across different combinations. This demonstrates the potential for synergistic effects when supplements are combined with a commonly used immunotherapy treatment (Pembrolizumab) in EC.
引用
收藏
页码:190746 / 190759
页数:14
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