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Stefan K, Puri S, Rafehi M, Latambale G, Neif M, Tägl F, Arlt NS, Yazdi ZN, Bakos É, Chen X, Zhang B, Ismail Al-Khalil W, Busch H, Chen ZS, Özvegy-Laczka C, Namasivayam V, Juvale K, Stefan SM. Functional and structural polypharmacology of indazole-based privileged ligands to tackle the undruggability of membrane transporters. Eur J Med Chem 2025; 287:117234. [PMID: 39892094 DOI: 10.1016/j.ejmech.2024.117234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2024] [Revised: 12/25/2024] [Accepted: 12/31/2024] [Indexed: 02/03/2025]
Abstract
Despite the significant roles of solute carrier (SLC) and ATP-binding cassette (ABC) transporters in human health and disease, most remain poorly characterized as intrinsic and/or xenobiotic ligands are unknown, rendering them as 'undruggable'. Polypharmacology, defined as the simultaneous engagement of multiple targets by a single ligand, offers a promising avenue for discovering novel lead compounds addressing these emerging pharmacological challenges - a major focus in contemporary medicinal chemistry. While common structural motifs among phylogenetically diverse proteins have been proposed to underlie polypharmacology through the concept of 'multitarget binding sites', a comprehensive analysis of these functional and structural aspects from a medicinal chemistry perspective has yet to be undertaken. In our study, we synthesized 65 distinct indazole derivatives and evaluated their activity across a broad biological assessment platform encompassing 17 specific and polyspecific SLC and ABC transporters. Notably, ten indazoles exhibited cross-target activity against challenging transporter targets associated with neurodegeneration (ABCA1), metabolic reprogramming (MCT4), and cancer multidrug resistance (ABCC10). Furthermore, molecular blind docking experiments and advanced binding site analyses revealed, for the first time, conserved binding motifs across monocarboxylate transporters (MCTs), organic anion transporting polypeptides (OATPs), organic cation transporters (OCTs), and ABC transporters, characterized by specific and recurring residues of tyrosine, phenylalanine, serine, and threonine. These findings highlight not only the potential of polypharmacology in drug discovery but also provide insights into the structural underpinnings of ligand binding across membrane transporters.
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Affiliation(s)
- Katja Stefan
- University of Lübeck and University Medical Center Schleswig-Holstein, Lübeck Institute of Experimental Dermatology, Medicinal Chemistry and Systems Polypharmacology, Ratzeburger Allee 160, 23538, Lübeck, Germany; University of Oslo and Oslo University Hospital, Department of Pathology, Rikshospitalet, Sognsvannsveien 20, 0372, Oslo, Norway
| | - Sachin Puri
- SVKM's NMIMS, Shobhaben Pratapbhai Patel School of Pharmacy & Technology Management, V.L. Mehta Road, Vile Parle (W), Mumbai, 400056, India; SVKM's NMIMS, School of Pharmacy & Technology Management, Plot no. B4, Green Industrial Park, Polepally SEZ, TSIIC, Jadcherla, Mahbubnagar, Dist. Telangana 509 301, Hyderabad, 509301, India
| | - Muhammad Rafehi
- University Hospital of Augsburg, Stenglinstr. 2, 86156 Augsburg, Germany; Department of Medical Education Augsburg, Faculty of Medicine, University of Augsburg, Am Medizincampus 2, 86156, Augsburg, Germany; University Medical Center Göttingen, Institute of Clinical Pharmacology, Robert-Koch-Str. 40, 37075, Göttingen, Germany
| | - Ganesh Latambale
- SVKM's NMIMS, Shobhaben Pratapbhai Patel School of Pharmacy & Technology Management, V.L. Mehta Road, Vile Parle (W), Mumbai, 400056, India
| | - Maria Neif
- University Medical Center Göttingen, Institute of Clinical Pharmacology, Robert-Koch-Str. 40, 37075, Göttingen, Germany
| | - Franziska Tägl
- University Medical Center Göttingen, Institute of Clinical Pharmacology, Robert-Koch-Str. 40, 37075, Göttingen, Germany
| | - Nike Sophia Arlt
- University Medical Center Göttingen, Institute of Clinical Pharmacology, Robert-Koch-Str. 40, 37075, Göttingen, Germany
| | - Zeinab Nezafat Yazdi
- Institute for Molecular Sciences, Research Centre for Natural Sciences, HUN-REN, Magyar tudósok krt. 2., H-1117, Budapest, Hungary
| | - Éva Bakos
- Institute for Molecular Sciences, Research Centre for Natural Sciences, HUN-REN, Magyar tudósok krt. 2., H-1117, Budapest, Hungary
| | - Xiang Chen
- St. John's University, College of Pharmacy and Health Sciences, Department of Pharmaceutical Sciences, New York City, New York, USA
| | - Bohan Zhang
- St. John's University, College of Pharmacy and Health Sciences, Department of Pharmaceutical Sciences, New York City, New York, USA
| | - Wouroud Ismail Al-Khalil
- University Medical Center Göttingen, Institute of Clinical Pharmacology, Robert-Koch-Str. 40, 37075, Göttingen, Germany
| | - Hauke Busch
- University of Lübeck and University Medical Center Schleswig-Holstein, Lübeck Institute of Experimental Dermatology, Medical Systems Biology, Ratzeburger Allee 160, 23538, Lübeck, Germany
| | - Zhe-Sheng Chen
- St. John's University, College of Pharmacy and Health Sciences, Department of Pharmaceutical Sciences, New York City, New York, USA
| | - Csilla Özvegy-Laczka
- Institute for Molecular Sciences, Research Centre for Natural Sciences, HUN-REN, Magyar tudósok krt. 2., H-1117, Budapest, Hungary
| | - Vigneshwaran Namasivayam
- University of Lübeck and University Medical Center Schleswig-Holstein, Lübeck Institute of Experimental Dermatology, Medicinal Chemistry and Systems Polypharmacology, Ratzeburger Allee 160, 23538, Lübeck, Germany; University of Bonn, Pharmaceutical Institute, Department of Pharmaceutical and Cellbiological Chemistry, An der Immenburg 4, 53121, Bonn, Germany.
| | - Kapil Juvale
- SVKM's NMIMS, Shobhaben Pratapbhai Patel School of Pharmacy & Technology Management, V.L. Mehta Road, Vile Parle (W), Mumbai, 400056, India.
| | - Sven Marcel Stefan
- University of Lübeck and University Medical Center Schleswig-Holstein, Lübeck Institute of Experimental Dermatology, Medicinal Chemistry and Systems Polypharmacology, Ratzeburger Allee 160, 23538, Lübeck, Germany; University of Oslo and Oslo University Hospital, Department of Pathology, Rikshospitalet, Sognsvannsveien 20, 0372, Oslo, Norway; Medical University of Lublin, Department of Biopharmacy, Chodzki 4a, 20-093, Lublin, Poland.
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Hu J, Cao J, Huang S, Chen Y. ITGAX promotes gastric cancer progression via epithelial-mesenchymal transition pathway. Front Pharmacol 2025; 15:1536478. [PMID: 39845786 PMCID: PMC11750855 DOI: 10.3389/fphar.2024.1536478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2024] [Accepted: 12/23/2024] [Indexed: 01/24/2025] Open
Abstract
Gastric cancer is the fifth most common cancer and the fourth leading cause of cancer-related deaths worldwide, accounting for nearly 800,000 fatalities annually. ITGAX (Integrin alpha X) is closely associated with immune cells, such as macrophages and dendritic cells. Its involvement in gastric cancer was identified through an analysis of The Gene Expression Omnibus (GEO) database, which highlighted ITGAX as one of four key gastric cancer-related genes. Our study demonstrates that ITGAX expression is significantly elevated in tumor tissues compared to normal tissues and is positively correlated with clinical prognosis in gastric cancer patients from the GEO database. Moreover, ITGAX enhanced cell proliferation, invasion, and tumorigenic capacity in mouse models. Furthermore, we explored the underlying role of ITGAX using Kyoto Encyclopedia of Genes and Genomes (KEGG) and protein-protein interaction networks (PPI) analysis. Our findings reveal that ITGAX promotes gastric cancer progression by driving epithelial-mesenchymal transition pathway (EMT), suggesting its potential as a biomarker for early diagnosis and prognosis in gastric cancer.
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Affiliation(s)
- Jiali Hu
- Department of Oncology, The Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Jing Cao
- School of Pharmacy, Jiangxi University of Traditional Chinese Medicine, Nanchang, China
| | - Shanshan Huang
- Department of Oncology, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Yang Chen
- Ganjiang Chinese Medicine Innovation Center, Nanchang, China
- Key Laboratory of Phytochemistry and Natural Medicines, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, China
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3
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Xu AP, Xu LB, Smith ER, Fleishman JS, Chen ZS, Xu XX. Cancer nuclear envelope rupture and repair in taxane resistance. MEDICAL REVIEW (2021) 2024; 4:522-530. [PMID: 39664077 PMCID: PMC11629310 DOI: 10.1515/mr-2024-0019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 05/15/2024] [Indexed: 12/13/2024]
Abstract
Taxanes, including paclitaxel, docetaxel, and cabazitaxel, are key agents in cancer treatment, often used as front-line chemotherapy drugs in combination with other agent(s) (commonly carboplatin) and as second-line treatments alone. Generally, taxanes are highly effective, but drug resistance unavoidably develops following repeated treatment. Taxanes work by binding to and stabilizing microtubules, leading to mitotic arrest, mitotic catastrophe, and micronucleation. The long-recognized mechanisms of drug resistance generally can be classified into three categories: drug efflux, microtubule polymerization, and apoptotic pathway. A recent new addition to this list is a mechanism related to the nuclear envelope, as cancer cells undergo micronucleation and nuclear membrane rupture when treated with taxanes. All these mechanisms may operate simultaneously as taxane resistance is multi-factorial. Here, we review the cell biology understanding of nuclear envelope breaking in production of micronucleation, and nuclear membrane rupture and repair, and propose that these processes are involved in taxane resistance.
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Affiliation(s)
| | | | - Elizabeth R. Smith
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
- Department of Obstetrics, Gynecology and Reproductive Science, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Joshua S. Fleishman
- College of Pharmacy and Health Sciences, St. John’s University, Queens New York, USA
| | - Zhe-Sheng Chen
- College of Pharmacy and Health Sciences, St. John’s University, Queens New York, USA
| | - Xiang-Xi Xu
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
- Department of Radiation Oncology, University of Miami Miller School of Medicine, Miami, FL, USA
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Yang X, Li M, Jia ZC, Liu Y, Wu SF, Chen MX, Hao GF, Yang Q. Unraveling the secrets: Evolution of resistance mediated by membrane proteins. Drug Resist Updat 2024; 77:101140. [PMID: 39244906 DOI: 10.1016/j.drup.2024.101140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2024] [Revised: 08/08/2024] [Accepted: 08/14/2024] [Indexed: 09/10/2024]
Abstract
Membrane protein-mediated resistance is a multidisciplinary challenge that spans fields such as medicine, agriculture, and environmental science. Understanding its complexity and devising innovative strategies are crucial for treating diseases like cancer and managing resistant pests in agriculture. This paper explores the dual nature of resistance mechanisms across different organisms: On one hand, animals, bacteria, fungi, plants, and insects exhibit convergent evolution, leading to the development of similar resistance mechanisms. On the other hand, influenced by diverse environmental pressures and structural differences among organisms, they also demonstrate divergent resistance characteristics. Membrane protein-mediated resistance mechanisms are prevalent across animals, bacteria, fungi, plants, and insects, reflecting their shared survival strategies evolved through convergent evolution to address similar survival challenges. However, variations in ecological environments and biological characteristics result in differing responses to resistance. Therefore, examining these differences not only enhances our understanding of adaptive resistance mechanisms but also provides crucial theoretical support and insights for addressing drug resistance and advancing pharmaceutical development.
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Affiliation(s)
- Xue Yang
- State Key Laboratory of Green Pesticide, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Center for R&D of Fine Chemicals of Guizhou University, Guiyang 550025, China.
| | - Min Li
- State Key Laboratory of Crop Biology, College of Life Science, Shandong Agricultural University, Tai'an 271018, China.
| | - Zi-Chang Jia
- State Key Laboratory of Green Pesticide, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Center for R&D of Fine Chemicals of Guizhou University, Guiyang 550025, China.
| | - Yan Liu
- State Key Laboratory of Crop Biology, College of Life Science, Shandong Agricultural University, Tai'an 271018, China.
| | - Shun-Fan Wu
- College of Plant Protection, Nanjing Agricultural University, State & Local Joint Engineering Research Center of Green Pesticide Invention and Application, Weigang Road 1, Nanjing, Jiangsu 210095, China.
| | - Mo-Xian Chen
- State Key Laboratory of Green Pesticide, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Center for R&D of Fine Chemicals of Guizhou University, Guiyang 550025, China.
| | - Ge-Fei Hao
- State Key Laboratory of Green Pesticide, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Center for R&D of Fine Chemicals of Guizhou University, Guiyang 550025, China.
| | - Qing Yang
- Institute of Plant Protection, Chinese Academy of Agricultural Science, No. 2 West Yuanmingyuan Road, Haidian District, Beijing 100193, China.
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Zhang C, Zhang H, Zhang Q, Fan H, Yu P, Xia W, Zhang JZH, Liang X, Chen Y. Targeting ATP catalytic activity of chromodomain helicase CHD1L for the anticancer inhibitor discovery. Int J Biol Macromol 2024; 281:136678. [PMID: 39426766 DOI: 10.1016/j.ijbiomac.2024.136678] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 10/16/2024] [Accepted: 10/16/2024] [Indexed: 10/21/2024]
Abstract
CHD1L functions as an ATP-dependent chromatin remodeling enzyme, featuring an ATPase catalytic domain activated by double-stranded DNA. Its involvement in critical aspects of cancer progression, such as drug resistance and epithelial-mesenchymal transition, underscores its potential as a promising therapeutic target for cancer treatment. In this study, we have pioneered an innovative approach that integrates multiple deep learning methodologies alongside biochemical and cellular experiments to identify promising inhibitors of CHD1L. Through virtual screening of over 1.5 million small molecule compounds, we carefully curated a set of 36 candidate compounds and rigorously evaluated the top 13 candidates. Our findings establish the lead compound C071-0684 as a potent anticancer agent with a novel molecular backbone, demonstrating remarkable efficacy against colorectal and breast cancer cells targeting CHD1L. This compound exhibited a comparable effect on ATPase activity and binding affinity with CHD1Li 6.11, highlighting its superior pharmacological potential. These results provide valuable insights and pave the way for the discovery and development of CHD1L-targeted therapeutics, holding great promise for cancer patients.
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Affiliation(s)
- Caiying Zhang
- Ganjiang Chinese Medicine Innovation Center, Nanchang 330000, China
| | - Haiping Zhang
- Faculty of Synthetic Biology and Institute of Synthetic Biology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
| | - Qiuyun Zhang
- Ganjiang Chinese Medicine Innovation Center, Nanchang 330000, China
| | - Hongjie Fan
- Ganjiang Chinese Medicine Innovation Center, Nanchang 330000, China
| | - Pengfei Yu
- Ganjiang Chinese Medicine Innovation Center, Nanchang 330000, China
| | - Wei Xia
- Faculty of Synthetic Biology and Institute of Synthetic Biology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
| | - John Z H Zhang
- Faculty of Synthetic Biology and Institute of Synthetic Biology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
| | - Xinmiao Liang
- Ganjiang Chinese Medicine Innovation Center, Nanchang 330000, China; CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China.
| | - Yang Chen
- Ganjiang Chinese Medicine Innovation Center, Nanchang 330000, China; CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China.
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6
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Lu Q, Ambudkar SV, Yang DH. Editorial: ABC transporters and drug resistance. Drug Resist Updat 2024; 77:101135. [PMID: 39178712 DOI: 10.1016/j.drup.2024.101135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/26/2024]
Affiliation(s)
- Qisi Lu
- The First Affiliated Hospital of Soochow University, Suzhou 215006, China
| | - Suresh V Ambudkar
- Laboratory of Cell Biology, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Dong-Hua Yang
- New York College of Traditional Chinese Medicine, Mineola 11501, USA.
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Dai L, Yu P, Fan H, Xia W, Zhao Y, Zhang P, Zhang JZH, Zhang H, Chen Y. Identification and Validation of New DNA-PKcs Inhibitors through High-Throughput Virtual Screening and Experimental Verification. Int J Mol Sci 2024; 25:7982. [PMID: 39063224 PMCID: PMC11277333 DOI: 10.3390/ijms25147982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Revised: 07/12/2024] [Accepted: 07/16/2024] [Indexed: 07/28/2024] Open
Abstract
DNA-PKcs is a crucial protein target involved in DNA repair and response pathways, with its abnormal activity closely associated with the occurrence and progression of various cancers. In this study, we employed a deep learning-based screening and molecular dynamics (MD) simulation-based pipeline, identifying eight candidates for DNA-PKcs targets. Subsequent experiments revealed the effective inhibition of DNA-PKcs-mediated cell proliferation by three small molecules (5025-0002, M769-1095, and V008-1080). These molecules exhibited anticancer activity with IC50 (inhibitory concentration at 50%) values of 152.6 μM, 30.71 μM, and 74.84 μM, respectively. Notably, V008-1080 enhanced homology-directed repair (HDR) mediated by CRISPR/Cas9 while inhibiting non-homologous end joining (NHEJ) efficiency. Further investigations into the structure-activity relationships unveiled the binding sites and critical interactions between these small molecules and DNA-PKcs. This is the first application of DeepBindGCN_RG in a real drug screening task, and the successful discovery of a novel DNA-PKcs inhibitor demonstrates its efficiency as a core component in the screening pipeline. Moreover, this study provides important insights for exploring novel anticancer therapeutics and advancing the development of gene editing techniques by targeting DNA-PKcs.
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Affiliation(s)
- Liujiang Dai
- Department of Physiology, Guangxi University of Chinese Medicine, Nanning 530200, China
- Guangdong Immune Cell Therapy Engineering and Technology Research Center, Center for Protein and Cell-Based Drugs, Institute of Biomedicine and Biotechnology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
| | - Pengfei Yu
- Ganjiang Chinese Medicine Innovation Center, Nanchang 330000, China
| | - Hongjie Fan
- Ganjiang Chinese Medicine Innovation Center, Nanchang 330000, China
| | - Wei Xia
- Faculty of Synthetic Biology and Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
| | - Yaopeng Zhao
- Ganjiang Chinese Medicine Innovation Center, Nanchang 330000, China
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
| | - Pengfei Zhang
- Guangdong Key Laboratory of Nanomedicine, CAS-HK Joint Lab of Biomaterials, CAS Key Laboratory of Biomedical Imaging Science and System, Shenzhen Engineering Laboratory of Nanomedicine and Nanoformulations, CAS Key Lab for Health Informatics, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
| | - John Z. H. Zhang
- Faculty of Synthetic Biology and Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
| | - Haiping Zhang
- Faculty of Synthetic Biology and Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
| | - Yang Chen
- Ganjiang Chinese Medicine Innovation Center, Nanchang 330000, China
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
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Alam S, Giri PK. Novel players in the development of chemoresistance in ovarian cancer: ovarian cancer stem cells, non-coding RNA and nuclear receptors. CANCER DRUG RESISTANCE (ALHAMBRA, CALIF.) 2024; 7:6. [PMID: 38434767 PMCID: PMC10905178 DOI: 10.20517/cdr.2023.152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/09/2023] [Revised: 02/03/2024] [Accepted: 02/22/2024] [Indexed: 03/05/2024]
Abstract
Ovarian cancer (OC) ranks as the fifth leading factor for female mortality globally, with a substantial burden of new cases and mortality recorded annually. Survival rates vary significantly based on the stage of diagnosis, with advanced stages posing significant challenges to treatment. OC is primarily categorized as epithelial, constituting approximately 90% of cases, and correct staging is essential for tailored treatment. The debulking followed by chemotherapy is the prevailing treatment, involving platinum-based drugs in combination with taxanes. However, the efficacy of chemotherapy is hindered by the development of chemoresistance, both acquired during treatment (acquired chemoresistance) and intrinsic to the patient (intrinsic chemoresistance). The emergence of chemoresistance leads to increased mortality rates, with many advanced patients experiencing disease relapse shortly after initial treatment. This review delves into the multifactorial nature of chemoresistance in OC, addressing mechanisms involving transport systems, apoptosis, DNA repair, and ovarian cancer stem cells (OCSCs). While previous research has identified genes associated with these mechanisms, the regulatory roles of non-coding RNA (ncRNA) and nuclear receptors in modulating gene expression to confer chemoresistance have remained poorly understood and underexplored. This comprehensive review aims to shed light on the genes linked to different chemoresistance mechanisms in OC and their intricate regulation by ncRNA and nuclear receptors. Specifically, we examine how these molecular players influence the chemoresistance mechanism. By exploring the interplay between these factors and gene expression regulation, this review seeks to provide a comprehensive mechanism driving chemoresistance in OC.
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Affiliation(s)
| | - Pankaj Kumar Giri
- Faculty of Life Sciences and Biotechnology, South Asian University, New Delhi 110068, India
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