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Cai W, Xiao C, Fan T, Deng Z, Wang D, Liu Y, Li C, He J. Targeting LSD1 in cancer: Molecular elucidation and recent advances. Cancer Lett 2024; 598:217093. [PMID: 38969160 DOI: 10.1016/j.canlet.2024.217093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Revised: 06/18/2024] [Accepted: 06/27/2024] [Indexed: 07/07/2024]
Abstract
Histones are the main components of chromatin, functioning as an instructive scaffold to maintain chromosome structure and regulate gene expression. The dysregulation of histone modification is associated with various pathological processes, especially cancer initiation and development, and histone methylation plays a critical role. However, the specific mechanisms and potential therapeutic targets of histone methylation in cancer are not elucidated. Lys-specific demethylase 1A (LSD1) was the first identified demethylase that specifically removes methyl groups from histone 3 at lysine 4 or lysine 9, acting as a repressor or activator of gene expression. Recent studies have shown that LSD1 promotes cancer progression in multiple epigenetic regulation or non-epigenetic manners. Notably, LSD1 dysfunction is correlated with repressive cancer immunity. Many LSD1 inhibitors have been developed and clinical trials are exploring their efficacy in monotherapy, or combined with other therapies. In this review, we summarize the oncogenic mechanisms of LSD1 and the current applications of LSD1 inhibitors. We highlight that LSD1 is a promising target for cancer treatment. This review will provide the latest theoretical references for further understanding the research progress of oncology and epigenetics, deepening the updated appreciation of epigenetics in cancer.
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Affiliation(s)
- Wenpeng Cai
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Chu Xiao
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Tao Fan
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Ziqin Deng
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Di Wang
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Yixiao Liu
- Department of Colorectal Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Chunxiang Li
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
| | - Jie He
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
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2
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Tong D, Tang Y, Zhong P. The emerging roles of histone demethylases in cancers. Cancer Metastasis Rev 2024; 43:795-821. [PMID: 38227150 DOI: 10.1007/s10555-023-10160-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 12/05/2023] [Indexed: 01/17/2024]
Abstract
Modulation of histone methylation status is regarded as an important mechanism of epigenetic regulation and has substantial clinical potential for the therapy of diseases, including cancer and other disorders. The present study aimed to provide a comprehensive introduction to the enzymology of histone demethylases, as well as their cancerous roles, molecular mechanisms, therapeutic possibilities, and challenges for targeting them, in order to advance drug design for clinical therapy and highlight new insight into the mechanisms of these enzymes in cancer. A series of clinical trials have been performed to explore potential roles of histone demethylases in several cancer types. Numerous targeted inhibitors associated with immunotherapy, chemotherapy, radiotherapy, and targeted therapy have been used to exert anticancer functions. Future studies should evaluate the dynamic transformation of histone demethylases leading to carcinogenesis and explore individual therapy.
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Affiliation(s)
- Dali Tong
- Department of Urological Surgery, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing, 400042, People's Republic of China.
| | - Ying Tang
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, China.
| | - Peng Zhong
- Department of Pathology, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing, 400042, People's Republic of China.
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3
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Zhu Z, He M, Zhang T, Zhao T, Qin S, Gao M, Wang W, Zheng W, Chen Z, Liu L, Hao M, Zhou B, Zhang H, Wang J, Wang F, Xia G, Wang C. LSD1 promotes the FSH responsive follicle formation by regulating autophagy and repressing Wt1 in the granulosa cells. Sci Bull (Beijing) 2024; 69:1122-1136. [PMID: 38302330 DOI: 10.1016/j.scib.2024.01.015] [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: 08/08/2023] [Revised: 12/08/2023] [Accepted: 01/05/2024] [Indexed: 02/03/2024]
Abstract
In a growing follicle, the survival and maturation of the oocyte largely depend on support from somatic cells to facilitate FSH-induced mutual signaling and chemical communication. Although apoptosis and autophagy in somatic cells are involved in the process of FSH-induced follicular development, the underlying mechanisms require substantial study. According to our study, along with FSH-induced antral follicles (AFs) formation, both lysine-specific demethylase 1 (LSD1) protein levels and autophagy increased simultaneously in granulosa cells (GCs) in a time-dependent manner, we therefore evaluated the importance of LSD1 upon facilitating the formation of AFs correlated to autophagy in GCs. Conditional knockout of Lsd1 in GCs resulted in significantly decreased AF number and subfertility in females, accompanied by marked suppression of the autophagy in GCs. On the one hand, depletion of Lsd1 resulted in accumulation of Wilms tumor 1 homolog (WT1), at both the protein and mRNA levels. WT1 prevented the expression of FSH receptor (Fshr) in GCs and thus reduced the responsiveness of the secondary follicles to FSH induction. On the other hand, depletion of LSD1 resulted in suppressed level of autophagy by upregulation of ATG16L2 in GCs. We finally approved that LSD1 contributed to these sequential activities in GCs through its H3K4me2 demethylase activity. Therefore, the importance of LSD1 in GCs is attributable to its roles in both accelerating autophagy and suppressing WT1 expression to ensure the responsiveness of GCs to FSH during AFs formation.
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Affiliation(s)
- Zijian Zhu
- State Key Laboratory of Farm Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing 100193, China
| | - Meina He
- College of Basic Medicine, Guizhou Medical University, Guiyang 550025, China
| | - Tuo Zhang
- Guizhou Provincial Key Laboratory of Pathogenesis and Drug Research on Common Chronic Diseases, Department of Physiology, College of Basic Medicine, Guizhou Medical University, Guiyang 550025, China
| | - Ting Zhao
- State Key Laboratory of Farm Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing 100193, China
| | - Shaogang Qin
- State Key Laboratory of Farm Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing 100193, China
| | - Meng Gao
- State Key Laboratory of Farm Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing 100193, China
| | - Wenji Wang
- School of Life Sciences, Taizhou University, Taizhou 318000, China
| | - Wenying Zheng
- State Key Laboratory of Farm Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing 100193, China
| | - Ziqi Chen
- State Key Laboratory of Farm Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing 100193, China
| | - Longping Liu
- School of Life Sciences, Tsinghua University, Beijing 100084, China
| | - Ming Hao
- School of Life Sciences, Tsinghua University, Beijing 100084, China
| | - Bo Zhou
- State Key Laboratory of Farm Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing 100193, China
| | - Hua Zhang
- State Key Laboratory of Farm Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing 100193, China
| | - Jianbin Wang
- School of Life Sciences, Tsinghua University, Beijing 100084, China
| | - Fengchao Wang
- Transgenic Animal Center, National Institute of Biological Sciences, Beijing 102206, China.
| | - Guoliang Xia
- State Key Laboratory of Farm Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing 100193, China; Key Laboratory of Ministry of Education for Conservation and Utilization of Special Biological Resources in the Western China, College of Life Science, Ningxia University, Yinchuan 750021, China.
| | - Chao Wang
- State Key Laboratory of Farm Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing 100193, China.
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Lumpp T, Stößer S, Fischer F, Hartwig A, Köberle B. Role of Epigenetics for the Efficacy of Cisplatin. Int J Mol Sci 2024; 25:1130. [PMID: 38256203 PMCID: PMC10816946 DOI: 10.3390/ijms25021130] [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: 11/30/2023] [Revised: 01/05/2024] [Accepted: 01/12/2024] [Indexed: 01/24/2024] Open
Abstract
The clinical utility of the chemotherapeutic agent cisplatin is restricted by cancer drug resistance, which is either intrinsic to the tumor or acquired during therapy. Epigenetics is increasingly recognized as a factor contributing to cisplatin resistance and hence influences drug efficacy and clinical outcomes. In particular, epigenetics regulates gene expression without changing the DNA sequence. Common types of epigenetic modifications linked to chemoresistance are DNA methylation, histone modification, and non-coding RNAs. This review provides an overview of the current findings of various epigenetic modifications related to cisplatin efficacy in cell lines in vitro and in clinical tumor samples. Furthermore, it discusses whether epigenetic alterations might be used as predictors of the platinum agent response in order to prevent avoidable side effects in patients with resistant malignancies. In addition, epigenetic targeting therapies are described as a possible strategy to render cancer cells more susceptible to platinum drugs.
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Affiliation(s)
| | | | | | | | - Beate Köberle
- Department Food Chemistry and Toxicology, Institute of Applied Biosciences, Karlsruhe Institute of Technology, Adenauerring 20a, 76131 Karlsruhe, Germany; (T.L.); (S.S.); (F.F.); (A.H.)
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Nuñez-Corona D, Contreras-Sanzón E, Puente-Rivera J, Arreola R, Camacho-Nuez M, Cruz Santiago J, Estrella-Parra EA, Torres-Romero JC, López-Camarillo C, Alvarez-Sánchez ME. Epigenetic Factors and ncRNAs in Testicular Cancer. Int J Mol Sci 2023; 24:12194. [PMID: 37569569 PMCID: PMC10418327 DOI: 10.3390/ijms241512194] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 07/26/2023] [Accepted: 07/28/2023] [Indexed: 08/13/2023] Open
Abstract
Testicular cancer is the most prevalent tumor among males aged 15 to 35, resulting in a significant number of newly diagnosed cases and fatalities annually. Non-coding RNAs (ncRNAs) have emerged as key regulators in various cellular processes and pathologies, including testicular cancer. Their involvement in gene regulation, coding, decoding, and overall gene expression control suggests their potential as targets for alternative treatment approaches for this type of cancer. Furthermore, epigenetic modifications, such as histone modifications, DNA methylation, and the regulation by microRNA (miRNA), have been implicated in testicular tumor progression and treatment response. Epigenetics may also offer critical insights for prognostic evaluation and targeted therapies in patients with testicular germ cell tumors (TGCT). This comprehensive review aims to present the latest discoveries regarding the involvement of some proteins and ncRNAs, mainly miRNAs and lncRNA, in the epigenetic aspect of testicular cancer, emphasizing their relevance in pathogenesis and their potential, given the fact that their specific expression holds promise for prognostic evaluation and targeted therapies.
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Affiliation(s)
- David Nuñez-Corona
- Posgrado en Ciencias Genómicas, Universidad Autónoma De México (UACM), San Lorenzo 290, Col. Del Valle, México City 03100, Mexico
| | - Estefania Contreras-Sanzón
- Posgrado en Ciencias Genómicas, Universidad Autónoma De México (UACM), San Lorenzo 290, Col. Del Valle, México City 03100, Mexico
| | | | - Rodrigo Arreola
- Departamento De Genética, Instituto Nacional De Psiquiatría “Ramón De la Fuente Muñiz”, Calz. Mexico, Xochimilco 101, Col. Huipulco, Tlalpan, México City 14370, Mexico
| | - Minerva Camacho-Nuez
- Posgrado en Ciencias Genómicas, Universidad Autónoma De México (UACM), San Lorenzo 290, Col. Del Valle, México City 03100, Mexico
| | - José Cruz Santiago
- Hospital De Especialidades Centro Médico Nacional La Raza, IMSS, México City 02990, Mexico
| | - Edgar Antonio Estrella-Parra
- Laboratorio De Fitoquímica, UBIPRO, FES-Iztacala, Unidad Nacional Autónoma de México, Av. De los Barrios No.1, Los Reyes Iztacala, Tlalnepantla 54090, Mexico
| | - Julio César Torres-Romero
- Laboratorio De Bioquímica y Genética Molecular, Facultad De Química, Universidad Autónoma De Yucatán, Calle 43 s/n x Calle 96, Paseo De las Fuentes y 40, Col. Inalambrica, Yucatán 97069, Mexico
| | - César López-Camarillo
- Posgrado en Ciencias Genómicas, Universidad Autónoma De México (UACM), San Lorenzo 290, Col. Del Valle, México City 03100, Mexico
| | - María Elizbeth Alvarez-Sánchez
- Posgrado en Ciencias Genómicas, Universidad Autónoma De México (UACM), San Lorenzo 290, Col. Del Valle, México City 03100, Mexico
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Xiu W, Pang J, Hu Y, Shi H. Immune-related mechanisms and immunotherapy in extragonadal germ cell tumors. Front Immunol 2023; 14:1145788. [PMID: 37138865 PMCID: PMC10149945 DOI: 10.3389/fimmu.2023.1145788] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 04/03/2023] [Indexed: 05/05/2023] Open
Abstract
Purpose of review Extragonadal germ cell tumors (EGCTs) are relatively rare tumors, accounting for 1%-5% of all GCTs. In this review, we summarize the current research progress regarding the pathogenesis, diagnosis, and treatment of EGCTs from an immunology perspective. Recent findings The histological origin of EGCTs is related to a gonadal origin, but they are located outside the gonad. They show great variation in morphology and can occur in the cranium, mediastinum, sacrococcygeal bone, and other areas. The pathogenesis of EGCTs is poorly understood, and their differential diagnosis is extensive and challenging. EGCT behavior varies greatly according to patient age, histological subtype, and clinical stage. Summary This review provides ideas for the future application of immunology in the fight against such diseases, which is a hot topic currently.
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Affiliation(s)
- Weigang Xiu
- 1Division of Thoracic Tumor Multimodality Treatment, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Jiyun Pang
- 1Division of Thoracic Tumor Multimodality Treatment, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
- West China School of Medicine, Sichuan University, Chengdu, China
| | - Yang Hu
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China
- *Correspondence: Yang Hu, ; Huashan Shi,
| | - Huashan Shi
- Department of Biotherapy, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
- *Correspondence: Yang Hu, ; Huashan Shi,
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7
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LSD1 for the Targeted Regulation of Adipose Tissue. Curr Issues Mol Biol 2022; 45:151-163. [PMID: 36661498 PMCID: PMC9857158 DOI: 10.3390/cimb45010012] [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: 11/04/2022] [Revised: 11/23/2022] [Accepted: 12/21/2022] [Indexed: 12/29/2022] Open
Abstract
White and thermal (brown and beige) adipose tissue energy storage and oxidative regulation pathways play a central role in maintaining the energy balance throughout the body, and the dysregulation of these pathways is closely related to glucose and lipid metabolism disorders and adipose tissue dysfunction, including obesity, chronic inflammation, insulin resistance, mitochondrial dysfunction, and fibrosis. Recent epigenetic studies have identified the novel regulatory element LSD1, which controls the above parameters, and have provided new mechanistic possibilities for re-encoding the fate and function of adipocytes. In this review, we outline the current advances in adipocyte metabolism in physiology and disease and discuss possible strategies for LSD1 to alter the phenotype of adipose tissue and thus influence energy utilization to improve metabolic health.
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8
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Zhao H, Li Y, Shi H, Niu M, Li D, Zhang Z, Feng Q, Zhang Y, Wang L. Prodrug nanoparticles potentiate tumor chemo-immunometabolic therapy by disturbing oxidative stress. J Control Release 2022; 352:909-919. [PMID: 36370878 DOI: 10.1016/j.jconrel.2022.11.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 10/30/2022] [Accepted: 11/04/2022] [Indexed: 11/15/2022]
Abstract
Constant oxidative stress and lactate accumulation are two main causes of tumor immunosuppression, their concurrent reduction plays a dominant role in effective antitumor immunity, but remains challenging. Herein, reactive oxygen species (ROS) responsive prodrug nanoparticles (designed as DHCRJ) are constructed for metabolic amplified chemo-immunotherapy against triple-negative breast cancer (TNBC) by modulating oxidative state and hyperglycolysis. Specifically, DHCRJ is prepared by the self-assembly of DOX prodrug-tethered ROS consuming bond-bridged copolymers with the loading of bromodomain-containing protein 4 inhibitor (BRD4i) JQ1. Interestingly, the nanoparticle polymer network could reduce ROS to relieve tumor hypoxia and realize the dense-to-loose structure inversion arising from ROS-triggered network collapse, which favors JQ1 release and hyaluronidase (Hyal)-activatable DOX prodrugs generation. More importantly, disruption of oxidative stress decreases glucose uptake and assists JQ1 to down-regulate oncogene c-Myc driven tumor glycolysis for blocking the source of lactate and reshaping immunosuppressive tumor microenvironment (ITME). Meanwhile, benefiting from the synergistic effect of DOX prodrugs and JQ1, DHCRJ is able to facilitate tumor immunogenicity and potentiate systemic immune responses through antigen processing and presentation pathway. In this manner, DHCRJ significantly suppresses tumor growth and metastasis with prolonged survival. Collectively, this study represents a proof of concept antioxidant-enhanced chemo-immunometabolic therapy strategy using ROS-reducing nanoparticles for efficient synergistic therapeutic modality of TNBC.
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Affiliation(s)
- Hongjuan Zhao
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450001, PR China; Biotherapy Center, the First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou 450052, China; Key Laboratory of Advanced Pharmaceutical Technology, Ministry of Education of China, Zhengzhou University, Henan Key Laboratory of Targeting Therapy and Diagnosis for Critical Diseases, Zhengzhou 450001, PR China
| | - Yatong Li
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450001, PR China
| | - Haiyu Shi
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450001, PR China
| | - Mengya Niu
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450001, PR China
| | - Dan Li
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450001, PR China
| | - Zhenzhong Zhang
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450001, PR China; Key Laboratory of Advanced Pharmaceutical Technology, Ministry of Education of China, Zhengzhou University, Henan Key Laboratory of Targeting Therapy and Diagnosis for Critical Diseases, Zhengzhou 450001, PR China
| | - Qianhua Feng
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450001, PR China; Key Laboratory of Advanced Pharmaceutical Technology, Ministry of Education of China, Zhengzhou University, Henan Key Laboratory of Targeting Therapy and Diagnosis for Critical Diseases, Zhengzhou 450001, PR China.
| | - Yi Zhang
- Biotherapy Center, the First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou 450052, China.
| | - Lei Wang
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450001, PR China; Key Laboratory of Advanced Pharmaceutical Technology, Ministry of Education of China, Zhengzhou University, Henan Key Laboratory of Targeting Therapy and Diagnosis for Critical Diseases, Zhengzhou 450001, PR China.
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9
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Whitmore MA, Li H, Lyu W, Khanam S, Zhang G. Epigenetic Regulation of Host Defense Peptide Synthesis: Synergy Between Histone Deacetylase Inhibitors and DNA/Histone Methyltransferase Inhibitors. Front Immunol 2022; 13:874706. [PMID: 35529861 PMCID: PMC9074817 DOI: 10.3389/fimmu.2022.874706] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Accepted: 03/22/2022] [Indexed: 01/06/2023] Open
Abstract
Host defense peptides (HDPs) are an integral part of the innate immune system acting as the first line of defense. Modulation of HDP synthesis has emerged as a promising host-directed approach to fight against infections. Inhibition of histone deacetylation or DNA methylation is known to enhance HDP gene expression. In this study, we explored a possible synergy in HDP gene induction between histone deacetylase inhibitors (HDACi) and DNA/histone methyltransferase inhibitors (DNMTi/HMTi). Two chicken macrophage cell lines were treated with structurally distinct HDACi, HMTi, or DNMTi individually or in combinations, followed by HDP gene expression analysis. Each epigenetic compound was found to be capable of inducing HDP expression. To our surprise, a combination of HDACi and HMTi or HDACi and DNMTi showed a strong synergy to induce the expressions of most HDP genes. The HDP-inducing synergy between butyrate, an HDACi, and BIX01294, an HMTi, were further verified in chicken peripheral blood mononuclear cells. Furthermore, tight junction proteins such as claudin 1 were also synergistically induced by HDACi and HMTi. Overall, we conclude that HDP genes are regulated by epigenetic modifications. Strategies to increase histone acetylation while reducing DNA or histone methylation exert a synergistic effect on HDP induction and, therefore, have potential for the control and prevention of infectious diseases.
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Affiliation(s)
- Melanie A. Whitmore
- Department of Animal and Food Sciences, Oklahoma State University, Stillwater, OK, United States
| | - Hong Li
- Department of Animal and Food Sciences, Oklahoma State University, Stillwater, OK, United States
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, China
| | - Wentao Lyu
- Department of Animal and Food Sciences, Oklahoma State University, Stillwater, OK, United States
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agro-Products, Institute of Agro-Product Safety and Nutrition, Zhejiang Academy of Agricultural Sciences, Hangzhou, China
| | - Sharmily Khanam
- Department of Animal and Food Sciences, Oklahoma State University, Stillwater, OK, United States
- National Center for Toxicological Research, Food and Drug Administration, Jefferson, AR, United States
| | - Guolong Zhang
- Department of Animal and Food Sciences, Oklahoma State University, Stillwater, OK, United States
- *Correspondence: Guolong Zhang,
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10
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Nicu AT, Medar C, Chifiriuc MC, Gradisteanu Pircalabioru G, Burlibasa L. Epigenetics and Testicular Cancer: Bridging the Gap Between Fundamental Biology and Patient Care. Front Cell Dev Biol 2022; 10:861995. [PMID: 35465311 PMCID: PMC9023878 DOI: 10.3389/fcell.2022.861995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 03/22/2022] [Indexed: 11/15/2022] Open
Abstract
Testicular cancer is the most common solid tumor affecting young males. Most testicular cancers are testicular germ cell tumors (TGCTs), which are divided into seminomas (SGCTs) and non-seminomatous testicular germ cell tumors (NSGCTs). During their development, primordial germ cells (PGCs) undergo epigenetic modifications and any disturbances in their pattern might lead to cancer development. The present study provides a comprehensive review of the epigenetic mechanisms–DNA methylation, histone post-translational modifications, bivalent marks, non-coding RNA–associated with TGCT susceptibility, initiation, progression and response to chemotherapy. Another important purpose of this review is to highlight the recent investigations regarding the identification and development of epigenetic biomarkers as powerful tools for the diagnostic, prognostic and especially for epigenetic-based therapy.
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Affiliation(s)
- Alina-Teodora Nicu
- Faculty of Biology, University of Bucharest, Bucharest, Romania
- Department of Genetics, University of Bucharest, Bucharest, Romania
| | - Cosmin Medar
- University of Medicine and Pharmacy “Carol Davila”, Clinical Hospital “Prof. dr Theodor Burghele”, Bucharest, Romania
| | - Mariana Carmen Chifiriuc
- Faculty of Biology, University of Bucharest, Bucharest, Romania
- Research Institute of University of Bucharest (ICUB), Bucharest, Romania
- Academy of Romanian Scientists, Bucharest, Romania
- Romanian Academy, Bucharest, Romania
| | | | - Liliana Burlibasa
- Faculty of Biology, University of Bucharest, Bucharest, Romania
- Department of Genetics, University of Bucharest, Bucharest, Romania
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11
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Ma T, Li A, Guo Y, Li S, Li M, Feng S, Liu H. KDM1A/LSD1 as a promising target in various diseases treatment by regulating autophagy network. Biomed Pharmacother 2022; 148:112762. [PMID: 35240522 DOI: 10.1016/j.biopha.2022.112762] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 02/19/2022] [Accepted: 02/24/2022] [Indexed: 11/16/2022] Open
Abstract
Epigenetics refers to alterations in gene expressions that are reversible and stable, but do not involve changes in DNA sequences. In recent years, an increasing number of studies have shown that epigenetics plays a critical role in autophagy, which can be schematized as a biological process comprising of the following steps: autophagy signal activation, autophagic vesicle elongation, autophagosome maturation and autophagosome-lysosome fusion. As previously reported, autophagy can maintain intracellular homeostasis and autophagy dysfunction will lead to various diseases. For instance, the abnormal expression of genes involved in autophagy can result in the occurrence of many cancers and atherosclerosis. It is also well known that epigenetic modifications can affect autophagy related genes expressions and modulate other signaling molecular involved in autophagy. As an important epigenetic enzyme, LSD1 (lysine specific demethylase 1) plays an essential role in modulating autophagy. On one hand, LSD1 directly regulates autophagy-related genes expressions, including ATGs, Beclin-1, LC3 and SQSTM1/p62. On the other hand, inhibition of LSD1 can activate autophagy through regulating the activities of some other proteins such as p53, SESN2, mTORC1 and PTEN. Since autophagy activation is tightly related to the occurrence of various diseases and can be induced by LSD1 inhibition, development of LSD1 inhibitors will provide a new direction to treat such diseases. In this review, we described the mechanisms by which LSD1 regulates autophagy in different manners and how autophagic dysfunction leads to diseases occurrence. In addition, some LSD1 inhibitors used to treat diseases through modulating autophagy are also summarized in our review.
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Affiliation(s)
- Ting Ma
- School of Pharmaceutical Sciences, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education, Zhengzhou University, Zhengzhou 450001, China; State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Anqi Li
- School of Pharmaceutical Sciences, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education, Zhengzhou University, Zhengzhou 450001, China
| | - Yueyang Guo
- School of Pharmaceutical Sciences, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education, Zhengzhou University, Zhengzhou 450001, China
| | - Shaotong Li
- School of Pharmaceutical Sciences, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education, Zhengzhou University, Zhengzhou 450001, China
| | - Meng Li
- School of Pharmaceutical Sciences, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education, Zhengzhou University, Zhengzhou 450001, China
| | - Siqi Feng
- School of Pharmaceutical Sciences, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education, Zhengzhou University, Zhengzhou 450001, China.
| | - Hongmin Liu
- School of Pharmaceutical Sciences, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education, Zhengzhou University, Zhengzhou 450001, China.
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Funke K, Düster R, Wilson PDG, Arévalo L, Geyer M, Schorle H. Transcriptional CDK Inhibitors as Potential Treatment Option for Testicular Germ Cell Tumors. Cancers (Basel) 2022; 14:cancers14071690. [PMID: 35406461 PMCID: PMC8997165 DOI: 10.3390/cancers14071690] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 03/23/2022] [Accepted: 03/24/2022] [Indexed: 02/04/2023] Open
Abstract
Simple Summary Type II testicular germ cell tumors are a severe type of cancer in young men demanding alternative treatment options to conventional chemotherapy with less side effects. In particular, patients with chemotherapy-resistant tumors face a bad prognosis and low survival rates. In other tumor entities, transcriptional cyclin-dependent kinases (7/8/9/12/13) have been demonstrated to be effective targets. Here, we studied the effects of transcriptional cyclin-dependent kinase inhibitors on a cellular and molecular level. We found several inhibitors to be highly cytotoxic for certain testicular germ cell tumor cell lines while leaving a somatic (fibroblast) control cell line unaffected. This opens up a novel field for effective and specified treatment of type II testicular germ cell tumors. Abstract Type II testicular germ cell tumors (TGCT) are the most frequently diagnosed solid malignancy in young men. Up to 15% of patients with metastatic non-seminomas show cisplatin resistance and a very poor survival rate due to lacking treatment options. Transcriptional cyclin-dependent kinases (CDK) have been shown to be effective targets in the treatment of different types of cancer. Here, we investigated the effects of the CDK inhibitors dinaciclib, flavopiridol, YKL-5-124, THZ1, NVP2, SY0351 and THZ531. An XTT viability assay revealed a strong cytotoxic impact of CDK7/12/13 inhibitor SY0351 and CDK9 inhibitor NVP2 on the TGCT wild-type cell lines (2102EP, NCCIT, TCam2) and the cisplatin-resistant cell lines (2102EP-R, NCCIT-R). The CDK7 inhibitor YKL-5-124 showed a strong impact on 2102EP, 2102EP-R, NCCIT and NCCIT-R cell lines, leaving the MPAF control cell line mostly unaffected. FACS-based analysis revealed mild effects on the cell cycle of 2102EP and TCam2 cells after SY0351, YKL-5-124 or NVP2 treatment. Molecular analysis showed a cell-line-specific response for SY0351 and NVP2 inhibition while YKL-5-124 induced similar molecular changes in 2102EP, TCam2 and MPAF cells. Thus, after TGCT subtype determination, CDK inhibitors might be a potential alternative for optimized and individualized therapy independent of chemotherapy sensitivity.
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Affiliation(s)
- Kai Funke
- Department of Developmental Pathology, Institute of Pathology, University Hospital Bonn, 53127 Bonn, Germany; (K.F.); (P.D.-G.W.); (L.A.)
| | - Robert Düster
- The Institute of Structural Biology, University of Bonn, 53127 Bonn, Germany; (R.D.); (M.G.)
| | - Prince De-Graft Wilson
- Department of Developmental Pathology, Institute of Pathology, University Hospital Bonn, 53127 Bonn, Germany; (K.F.); (P.D.-G.W.); (L.A.)
| | - Lena Arévalo
- Department of Developmental Pathology, Institute of Pathology, University Hospital Bonn, 53127 Bonn, Germany; (K.F.); (P.D.-G.W.); (L.A.)
| | - Matthias Geyer
- The Institute of Structural Biology, University of Bonn, 53127 Bonn, Germany; (R.D.); (M.G.)
| | - Hubert Schorle
- Department of Developmental Pathology, Institute of Pathology, University Hospital Bonn, 53127 Bonn, Germany; (K.F.); (P.D.-G.W.); (L.A.)
- Correspondence:
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Lourenço BC, Guimarães-Teixeira C, Flores BCT, Miranda-Gonçalves V, Guimarães R, Cantante M, Lopes P, Braga I, Maurício J, Jerónimo C, Henrique R, Lobo J. Ki67 and LSD1 Expression in Testicular Germ Cell Tumors Is Not Associated with Patient Outcome: Investigation Using a Digital Pathology Algorithm. Life (Basel) 2022; 12:life12020264. [PMID: 35207551 PMCID: PMC8875543 DOI: 10.3390/life12020264] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 02/05/2022] [Accepted: 02/08/2022] [Indexed: 12/27/2022] Open
Abstract
TGCTs represent a model of curable disease afflicting especially young men. Defining tumor biological characteristics is crucial to increase current knowledge and tailor the best clinical management. Ki67, a potential prognostic marker, still exhibits heterogenous associations with patient outcomes, thus bringing the need of corroboration with larger cohorts in clinical practice. LSD1, an epigenetic enzyme, represents a future target for epigenetic drugs that may lower treatment-associated morbidity. This study aimed to assess Ki67/LSD1 immunoexpression across all TGCT histological subtypes and correlate it with clinicopathological features. Results were compared with an in silico analysis of the TCGA database. Immunohistochemistry for Ki67 and LSD1 was carried out in a cohort of 157 TGCT tumor samples and assessed using a digital pathology algorithm. LSD1 protein expression was explored in TGCT cell lines, including ATRA-differentiated clones. There was a significant positive correlation between Ki67 and LSD1 H-scores (rs = 0.182, p = 0.037). Ki67 positivity percentage and H-score were significantly higher in non-seminomas (p = 0.0316 and 0.0113, respectively). Expression was not significantly different according to clinicopathological features, including stage, IGCCCG prognosis-based system, or relapse/progression-free survival, which was corroborated by in silico analysis. Our study, making use of digital image analysis, does not confirm the utility of these biomarkers in a daily practice cohort. Although not affecting patient outcome in our cohort, LSD1 is expressed overall in TGCTs, suggesting sensitivity to LSD1 inhibitors.
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Affiliation(s)
- Beatriz Chaves Lourenço
- Department of Pathology, Portuguese Oncology Institute of Porto (IPOP), 4200-072 Porto, Portugal; (B.C.L.); (R.G.); (M.C.); (P.L.)
| | - Catarina Guimarães-Teixeira
- Cancer Biology and Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center (Porto.CCC), 4200-072 Porto, Portugal; (C.G.-T.); (B.C.T.F.); (V.M.-G.); (C.J.)
| | - Bianca C. T. Flores
- Cancer Biology and Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center (Porto.CCC), 4200-072 Porto, Portugal; (C.G.-T.); (B.C.T.F.); (V.M.-G.); (C.J.)
| | - Vera Miranda-Gonçalves
- Cancer Biology and Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center (Porto.CCC), 4200-072 Porto, Portugal; (C.G.-T.); (B.C.T.F.); (V.M.-G.); (C.J.)
- Department of Pathology and Molecular Immunology, ICBAS–School of Medicine and Biomedical Sciences, University of Porto (ICBAS-UP), Rua Jorge Viterbo Ferreira 228, 4050-513 Porto, Portugal
| | - Rita Guimarães
- Department of Pathology, Portuguese Oncology Institute of Porto (IPOP), 4200-072 Porto, Portugal; (B.C.L.); (R.G.); (M.C.); (P.L.)
| | - Mariana Cantante
- Department of Pathology, Portuguese Oncology Institute of Porto (IPOP), 4200-072 Porto, Portugal; (B.C.L.); (R.G.); (M.C.); (P.L.)
| | - Paula Lopes
- Department of Pathology, Portuguese Oncology Institute of Porto (IPOP), 4200-072 Porto, Portugal; (B.C.L.); (R.G.); (M.C.); (P.L.)
| | - Isaac Braga
- Department of Urology, Portuguese Oncology Institute of Porto (IPOP), 4200-072 Porto, Portugal;
| | - Joaquina Maurício
- Department of Medical Oncology, Portuguese Oncology Institute of Porto (IPOP), 4200-072 Porto, Portugal;
| | - Carmen Jerónimo
- Cancer Biology and Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center (Porto.CCC), 4200-072 Porto, Portugal; (C.G.-T.); (B.C.T.F.); (V.M.-G.); (C.J.)
- Department of Pathology and Molecular Immunology, ICBAS–School of Medicine and Biomedical Sciences, University of Porto (ICBAS-UP), Rua Jorge Viterbo Ferreira 228, 4050-513 Porto, Portugal
| | - Rui Henrique
- Department of Pathology, Portuguese Oncology Institute of Porto (IPOP), 4200-072 Porto, Portugal; (B.C.L.); (R.G.); (M.C.); (P.L.)
- Cancer Biology and Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center (Porto.CCC), 4200-072 Porto, Portugal; (C.G.-T.); (B.C.T.F.); (V.M.-G.); (C.J.)
- Department of Pathology and Molecular Immunology, ICBAS–School of Medicine and Biomedical Sciences, University of Porto (ICBAS-UP), Rua Jorge Viterbo Ferreira 228, 4050-513 Porto, Portugal
- Correspondence: (R.H.); or (J.L.)
| | - João Lobo
- Department of Pathology, Portuguese Oncology Institute of Porto (IPOP), 4200-072 Porto, Portugal; (B.C.L.); (R.G.); (M.C.); (P.L.)
- Cancer Biology and Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center (Porto.CCC), 4200-072 Porto, Portugal; (C.G.-T.); (B.C.T.F.); (V.M.-G.); (C.J.)
- Department of Pathology and Molecular Immunology, ICBAS–School of Medicine and Biomedical Sciences, University of Porto (ICBAS-UP), Rua Jorge Viterbo Ferreira 228, 4050-513 Porto, Portugal
- Correspondence: (R.H.); or (J.L.)
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Epigenetics of Cutaneous Sarcoma. Int J Mol Sci 2021; 23:ijms23010422. [PMID: 35008848 PMCID: PMC8745302 DOI: 10.3390/ijms23010422] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 12/25/2021] [Accepted: 12/28/2021] [Indexed: 12/13/2022] Open
Abstract
Epigenetic changes influence various physiological and pathological conditions in the human body. Recent advances in epigenetic studies of the skin have led to an appreciation of the importance of epigenetic modifications in skin diseases. Cutaneous sarcomas are intractable skin cancers, and there are no curative therapeutic options for the advanced forms of cutaneous sarcomas. In this review, we discuss the detailed molecular effects of epigenetic modifications on skin sarcomas, such as dermatofibrosarcoma protuberans, angiosarcoma, Kaposi's sarcoma, leiomyosarcoma, and liposarcoma. We also discuss the application of epigenetic-targeted therapy for skin sarcomas.
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Song Z, Gao K, Asmamaw MD, Liu YJ, Zheng YC, Shi XJ, Liu HM. Discovery of the antitumor activities of a potent DCN1 inhibitor compound 383 targeting LSD1 in gastric cancer. Eur J Pharmacol 2021; 916:174725. [PMID: 34953802 DOI: 10.1016/j.ejphar.2021.174725] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Revised: 12/20/2021] [Accepted: 12/21/2021] [Indexed: 11/03/2022]
Abstract
Dual target compounds have become a hot spot in the treatment of cancer in recent years. Histone lysine specific demethylase 1 (LSD1) is identified as histone demethylase and acts as a key regulator involved in many other cellular activities through its demethylation function. We have reported a triazolo [1,5-α] pyrimidine-based DCN1(defective in cullin neddylation protein 1) inhibitor compound 383 (IC50 = 11 nM) which could selectively inhibit Cullin 3/1 neddylation in MGC-803 cells. In this research, we investigated that compound 383 could target LSD1 and inhibit the biological function of LSD1 in MGC-803 cells (IC50 = 0.53 μM). We found that compound 383 could induce the degradation of LSD1 and inhibit MGC-803 cell proliferation, migration and invasion in a dose-dependent manner. Compound 383 could cause cell cycle arrest at G2/M phase by down-regulating the expression of LSD1. In addition, compound 383 could significantly reverse epithelial-mesenchymal transition (EMT) through increase H3K4me methylation at E-cadherin promotor. Furthermore, the in vivo inhibitory effect of compound 383 without obvious toxicity was confirmed in nude mouse transplanted MGC-803 tumor cells model. Collectively, these results suggest that the DCN1 inhibitor compound 383 exhibits antiproliferative activity in gastric cancer cells by targeting LSD1 which promotes compound 383 as a good starting point for the development of dual-target therapeutics for gastric cancer.
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Affiliation(s)
- Zan Song
- State Key Laboratory of Esophageal Cancer Prevention & Treatment, Co-innovation Center of Henan Province for New Drug R & D and Preclinical Safety, Key Laboratory of Technology of Drug Preparation, Ministry of Education of China, School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, 450001, China
| | - Ke Gao
- State Key Laboratory of Esophageal Cancer Prevention & Treatment, Co-innovation Center of Henan Province for New Drug R & D and Preclinical Safety, Key Laboratory of Technology of Drug Preparation, Ministry of Education of China, School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, 450001, China
| | - Moges Dessale Asmamaw
- State Key Laboratory of Esophageal Cancer Prevention & Treatment, Co-innovation Center of Henan Province for New Drug R & D and Preclinical Safety, Key Laboratory of Technology of Drug Preparation, Ministry of Education of China, School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, 450001, China
| | - Yue-Jiao Liu
- State Key Laboratory of Esophageal Cancer Prevention & Treatment, Co-innovation Center of Henan Province for New Drug R & D and Preclinical Safety, Key Laboratory of Technology of Drug Preparation, Ministry of Education of China, School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, 450001, China
| | - Yi-Chao Zheng
- State Key Laboratory of Esophageal Cancer Prevention & Treatment, Co-innovation Center of Henan Province for New Drug R & D and Preclinical Safety, Key Laboratory of Technology of Drug Preparation, Ministry of Education of China, School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, 450001, China
| | - Xiao-Jing Shi
- Laboratory Animal Center, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, 450052, China.
| | - Hong-Min Liu
- State Key Laboratory of Esophageal Cancer Prevention & Treatment, Co-innovation Center of Henan Province for New Drug R & D and Preclinical Safety, Key Laboratory of Technology of Drug Preparation, Ministry of Education of China, School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, 450001, China.
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16
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Intermolecular insights into allosteric inhibition of histone lysine-specific demethylase 1. Biochim Biophys Acta Gen Subj 2021; 1865:129990. [PMID: 34390793 DOI: 10.1016/j.bbagen.2021.129990] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 08/04/2021] [Accepted: 08/06/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND Histone lysine-specific demethylase 1 (LSD1) has become a potential anticancer target for the novel drug discovery. Recent reports have shown that SP2509 and its derivatives strongly inhibit LSD1 as allosteric inhibitors. However, the binding mechanism of these allosteric inhibitors in the allosteric site of LSD1 is not known yet. METHODS The stability and binding mechanism of allosteric inhibitors in the binding site of LSD1 were evaluated by molecular docking, ligand-based pharmacophore, molecular dynamics (MD) simulations, molecular mechanics generalized born surface area (MM/GBSA) analysis, quantum mechanics/molecular mechanics (QM/MM) calculation and Hirshfeld surface analysis. RESULTS The conformational geometry and the intermolecular interactions of allosteric inhibitors showed high binding affinity towards allosteric site of LSD1 with the neighboring amino acids (Gly358, Cys360, Leu362, Asp375 and Glu379). Meanwhile, MD simulations and MM/GBSA analysis were performed on selected allosteric inhibitors in complex with LSD1 protein, which confirmed the high stability and binding affinity of these inhibitors in the allosteric site of LSD1. CONCLUSION The simulation results revealed the crucial factors accounting for allosteric inhibitors of LSD1, including different protein-ligand interactions, the positions and conformations of key residues, and the ligands flexibilities. Meanwhile, a halogen bond interaction between chlorine atom of ligand and key residues Trp531 and His532 was recurrent in our analysis confirming its importance. GENERAL SIGNIFICANCE Overall, our research analyzed in depth the binding modes of allosteric inhibitors with LSD1 and could provide useful information for the design of novel allosteric inhibitors.
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Abstract
PURPOSE OF REVIEW This review aims to summarize the latest evidence of medical and surgical treatment options for patients with relapsing testicular germ cell tumors. RECENT FINDINGS Depending on International Germ Cell Cancer Classification Group risk classification 10-50% of patients with metastatic TGCT develop relapse which needs further multimodality treatment. With regard to therapy, early relapses are stratified according to their prognostic risk profile which results in a 3-year overall survival between 6% in the very high to 77% in the very low risk group. Prognostic risk score dictates systemic therapy which might be second line chemotherapy (TIP, PEI) or high dose chemotherapy. Any residual masses following salvage chemotherapy need to be completely resected due the presence of viable cancer and/or teratoma in more than 50% of cases. Targeted therapy in men with druggable mutations is for individualized cases only. Patients with late relapses developing more than 2 years after first-line chemotherapy are best managed by surgery. Desperation surgery is reserved for those patients with rising markers during or immediately after chemotherapy and good risk factors such as rising alpha-fetoprotein, <3 metastatic sites and complete resectability. Multimodality treatment will result in long-term cure of 25% to 60%. Due to the complexity of treatment, chemotherapy as well as surgery should be performed in highly experienced centres only. SUMMARY Multimodality treatment to salvage relapsing patients with metastatic testis cancer requires extensive experience for both systemic therapy and surgery. If done properly, it will result in moderate to high cure rates. Personalized therapeutic options are currently evaluated in clinical trials.
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Lobo J, Constâncio V, Leite-Silva P, Guimarães R, Cantante M, Braga I, Maurício J, Looijenga LHJ, Henrique R, Jerónimo C. Differential methylation EPIC analysis discloses cisplatin-resistance related hypermethylation and tumor-specific heterogeneity within matched primary and metastatic testicular germ cell tumor patient tissue samples. Clin Epigenetics 2021; 13:70. [PMID: 33823933 PMCID: PMC8025580 DOI: 10.1186/s13148-021-01048-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Accepted: 03/02/2021] [Indexed: 12/24/2022] Open
Abstract
Testicular germ cell tumors (TGCTs) are among the most common solid malignancies in young-adult men, and currently most mortality is due to metastatic disease and emergence of resistance to cisplatin. There is some evidence that increased methylation is one mechanism behind this resistance, stemming from individual studies, but approaches based on matched primary and metastatic patient samples are lacking. Herein, we provide an EPIC array-based study of matched primary and metastatic TGCT samples. Histology was the major determinant of overall methylation pattern, but some clustering of samples related to response to cisplatin was observed. Further differential analysis of patients with the same histological subtype (embryonal carcinoma) disclosed a remarkable increase in net methylation levels (at both promoter and CpG site level) in the patient with cisplatin-resistant disease and poor outcome compared to the patient with complete response to chemotherapy. This further confirms the recent results of another study performed on isogenic clones of sensitive and resistant TGCT cell lines. Differentially methylated promoters among groups of samples were mostly not shared, disclosing heterogeneity in patient tissue samples. Finally, gene ontology analysis of cisplatin-resistant samples indicated enrichment of differentially hypermethylated promoters on pathways related to regulation of immune microenvironment, and enrichment of differentially hypomethylated promoters on pathways related to DNA/chromatin binding and regulation. This data supports not only the use of hypomethylating agents for targeting cisplatin-resistant disease, but also their use in combination with immunotherapies and chromatin remodelers.
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Affiliation(s)
- João Lobo
- Cancer Biology and Epigenetics Group, IPO Porto Research Center (GEBC CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto) & Porto Comprehensive Cancer Center (P.CCC), R. Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal.,Department of Pathology, Portuguese Oncology Institute of Porto (IPOP), R. Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal.,Department of Pathology and Molecular Immunology, Institute of Biomedical Sciences Abel Salazar, University of Porto (ICBAS-UP), Rua Jorge Viterbo Ferreira 228, 4050-513, Porto, Portugal.,Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS, Utrecht, The Netherlands
| | - Vera Constâncio
- Cancer Biology and Epigenetics Group, IPO Porto Research Center (GEBC CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto) & Porto Comprehensive Cancer Center (P.CCC), R. Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal
| | - Pedro Leite-Silva
- Cancer Biology and Epigenetics Group, IPO Porto Research Center (GEBC CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto) & Porto Comprehensive Cancer Center (P.CCC), R. Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal
| | - Rita Guimarães
- Cancer Biology and Epigenetics Group, IPO Porto Research Center (GEBC CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto) & Porto Comprehensive Cancer Center (P.CCC), R. Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal.,Department of Pathology, Portuguese Oncology Institute of Porto (IPOP), R. Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal
| | - Mariana Cantante
- Cancer Biology and Epigenetics Group, IPO Porto Research Center (GEBC CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto) & Porto Comprehensive Cancer Center (P.CCC), R. Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal.,Department of Pathology, Portuguese Oncology Institute of Porto (IPOP), R. Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal
| | - Isaac Braga
- Department of Urology, Portuguese Oncology Institute of Porto (IPOP), R. Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal
| | - Joaquina Maurício
- Department of Medical Oncology, Portuguese Oncology Institute of Porto (IPOP), R. Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal
| | - Leendert H J Looijenga
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS, Utrecht, The Netherlands
| | - Rui Henrique
- Cancer Biology and Epigenetics Group, IPO Porto Research Center (GEBC CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto) & Porto Comprehensive Cancer Center (P.CCC), R. Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal. .,Department of Pathology, Portuguese Oncology Institute of Porto (IPOP), R. Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal. .,Department of Pathology and Molecular Immunology, Institute of Biomedical Sciences Abel Salazar, University of Porto (ICBAS-UP), Rua Jorge Viterbo Ferreira 228, 4050-513, Porto, Portugal.
| | - Carmen Jerónimo
- Cancer Biology and Epigenetics Group, IPO Porto Research Center (GEBC CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto) & Porto Comprehensive Cancer Center (P.CCC), R. Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal. .,Department of Pathology and Molecular Immunology, Institute of Biomedical Sciences Abel Salazar, University of Porto (ICBAS-UP), Rua Jorge Viterbo Ferreira 228, 4050-513, Porto, Portugal.
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Between a Rock and a Hard Place: An Epigenetic-Centric View of Testicular Germ Cell Tumors. Cancers (Basel) 2021; 13:cancers13071506. [PMID: 33805941 PMCID: PMC8036638 DOI: 10.3390/cancers13071506] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 03/16/2021] [Accepted: 03/22/2021] [Indexed: 02/07/2023] Open
Abstract
Simple Summary This minireview focuses on the role of epigenetics in testicular cancer. A working model is developed that postulates that epigenetic features that drive testicular cancer malignancy also enable these tumors to be cured at a high rate with chemotherapy. Chemoresistance may occur by epigenetic uncoupling of malignancy and chemosensitivity, a scenario that may be amenable to epigenetic-based therapies. Abstract Compared to many common solid tumors, the main genetic drivers of most testicular germ cell tumors (TGCTs) are unknown. Decades of focus on genomic alterations in TGCTs including awareness of a near universal increase in copies of chromosome 12p have failed to uncover exceptional driver genes, especially in genes that can be targeted therapeutically. Thus far, TGCT patients have missed out on the benefits of targeted therapies available to treat most other malignancies. In the past decade there has been a greater appreciation that epigenetics may play an especially prominent role in TGCT etiology, progression, and hypersensitivity to conventional chemotherapy. While genetics undoubtedly plays a role in TGCT biology, this mini-review will focus on the epigenetic “states” or features of testicular cancer, with an emphasis on DNA methylation, histone modifications, and miRNAs associated with TGCT susceptibility, initiation, progression, and response to chemotherapy. In addition, we comment on the current status of epigenetic-based therapy and epigenetic biomarker development for TGCTs. Finally, we suggest a unifying “rock and a hard place” or “differentiate or die” model where the tumorigenicity and curability of TGCTs are both dependent on common but still ill-defined epigenetic states.
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Lakpour N, Saliminejad K, Ghods R, Reza Sadeghi M, Pilatz A, Khosravi F, Madjd Z. Potential biomarkers for testicular germ cell tumour: Risk assessment, diagnostic, prognostic and monitoring of recurrence. Andrologia 2021; 53:e13998. [PMID: 33534171 DOI: 10.1111/and.13998] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 01/01/2021] [Accepted: 01/12/2021] [Indexed: 12/17/2022] Open
Abstract
Testicular germ cell tumour (TGCT) is considered a relatively rare malignancy usually occurring in young men between 15 and 35 years of age, and both genetic and environmental factors contribute to its development. The majority of patients are diagnosed in an early-stage of TGCTs with an elevated 5-year survival rate after therapy. However, approximately 25% of patients show an incomplete response to chemotherapy or tumours relapse. The current therapies are accompanied by several adverse effects, including infertility. Aside from classical serum biomarker, many studies reported novel biomarkers for TGCTs, but without proper validation. Cancer cells share many similarities with embryonic stem cells (ESCs), and since ESC genes are not transcribed in most adult tissues, they could be considered ideal candidate targets for cancer-specific diagnosis and treatment. Added to this, several microRNAs (miRNA) including miRNA-371-3p can be further investigated as a molecular biomarker for diagnosis and monitoring of TGCTs. In this review, we will illustrate the findings of recent investigations in novel TGCTs biomarkers applicable for risk assessment, screening, diagnosis, prognosis, prediction and monitoring of the relapse.
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Affiliation(s)
- Niknam Lakpour
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran.,Reproductive Biotechnology Research Center, Avicenna Research Institute, ACECR, Tehran, Iran
| | - Kioomars Saliminejad
- Reproductive Biotechnology Research Center, Avicenna Research Institute, ACECR, Tehran, Iran
| | - Roya Ghods
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran.,Department of Molecular Medicine, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Mohammad Reza Sadeghi
- Reproductive Biotechnology Research Center, Avicenna Research Institute, ACECR, Tehran, Iran
| | - Adrian Pilatz
- Department of Urology, Pediatric Urology and Andrology, Justus Liebig University, Giessen, Germany
| | - Farhad Khosravi
- Department of Physiology, Faculty of Medicine, Justus Liebig University, Giessen, Germany
| | - Zahra Madjd
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran.,Department of Molecular Medicine, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, Iran
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Krasic J, Skara L, Ulamec M, Katusic Bojanac A, Dabelic S, Bulic-Jakus F, Jezek D, Sincic N. Teratoma Growth Retardation by HDACi Treatment of the Tumor Embryonal Source. Cancers (Basel) 2020; 12:cancers12113416. [PMID: 33217978 PMCID: PMC7698704 DOI: 10.3390/cancers12113416] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 11/09/2020] [Accepted: 11/16/2020] [Indexed: 12/13/2022] Open
Abstract
Simple Summary Testicular germ cell tumors are the most common neoplasms in young male populations, with a rising incidence. Among them, teratomas may often be very aggressive and resistant to therapy. Our aim was to investigate the impact of two potential anti-tumor epigenetic drugs (Valproate and Trichostatin A) in a mammalian model of teratoma development from an early trilaminar mouse embryo. Both drugs applied to the embryonic tissue had a significant negative impact on the teratoma growth in a three-dimensional in vitro culture. However, Trichostatin A did not diminish some potentially dangerous features of teratomas in contrast to Valproate. This research is an original contribution to the basic knowledge of the origin and development of teratomas. Such knowledge is necessary for envisioning therapeutic strategies against human testicular tumors. Abstract Among testicular germ cell tumors, teratomas may often be very aggressive and therapy-resistant. Our aim was to investigate the impact of histone deacetylase inhibitors (HDACi) on the in vitro growth of experimental mouse teratoma by treating their embryonic source, the embryo-proper, composed only of the three germ layers. The growth of teratomas was measured for seven days, and histopathological analysis, IHC/morphometry quantification, gene enrichment analysis, and qPCR analysis on a selected panel of pluripotency and early differentiation genes followed. For the first time, within teratomas, we histopathologically assessed the undifferentiated component containing cancer stem cell-like cells (CSCLCs) and differentiated components containing numerous lymphocytes. Mitotic indices were higher than apoptotic indices in both components. Both HDACi treatments of the embryos-proper significantly reduced teratoma growth, although this could be related neither to apoptosis nor proliferation. Trichostatin A increased the amount of CSCLCs, and upregulated the mRNA expression of pluripotency/stemness genes as well as differentiation genes, e.g., T and Eomes. Valproate decreased the amount of CSCLCs, and downregulated the expressions of pluripotency/stemness and differentiation genes. In conclusion, both HDACi treatments diminished the inherent tumorigenic growth potential of the tumor embryonal source, although Trichostatin A did not diminish the potentially dangerous expression of cancer-related genes and the amount of CSCLC.
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Affiliation(s)
- Jure Krasic
- Department of Medical Biology, School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia; (J.K.); (L.S.); (A.K.B.); (F.B.-J.)
- Scientific Group for Research on Epigenetic Biomarkers, School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia;
- Centre of Excellence for Reproductive and Regenerative Medicine, School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia;
| | - Lucija Skara
- Department of Medical Biology, School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia; (J.K.); (L.S.); (A.K.B.); (F.B.-J.)
- Scientific Group for Research on Epigenetic Biomarkers, School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia;
- Centre of Excellence for Reproductive and Regenerative Medicine, School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia;
| | - Monika Ulamec
- Scientific Group for Research on Epigenetic Biomarkers, School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia;
- Centre of Excellence for Reproductive and Regenerative Medicine, School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia;
- Ljudevit Jurak Clinical Department of Pathology and Cytology, Sestre Milosrdnice University Hospital Center, 10 000 Zagreb, Croatia
- Department of Pathology, School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia
| | - Ana Katusic Bojanac
- Department of Medical Biology, School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia; (J.K.); (L.S.); (A.K.B.); (F.B.-J.)
- Centre of Excellence for Reproductive and Regenerative Medicine, School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia;
| | - Sanja Dabelic
- Department of Biochemistry and Molecular Biology, Faculty of Pharmacy and Biochemistry, University of Zagreb, 10 000 Zagreb, Croatia;
| | - Floriana Bulic-Jakus
- Department of Medical Biology, School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia; (J.K.); (L.S.); (A.K.B.); (F.B.-J.)
- Centre of Excellence for Reproductive and Regenerative Medicine, School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia;
| | - Davor Jezek
- Centre of Excellence for Reproductive and Regenerative Medicine, School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia;
- Department of Histology and Embryology, School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia
| | - Nino Sincic
- Department of Medical Biology, School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia; (J.K.); (L.S.); (A.K.B.); (F.B.-J.)
- Scientific Group for Research on Epigenetic Biomarkers, School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia;
- Centre of Excellence for Reproductive and Regenerative Medicine, School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia;
- Correspondence: ; Tel.: +385-1-45-66-806; Fax: +385-45-960-199
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22
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Kozakova K, Mego M, Cheng L, Chovanec M. Promising novel therapies for relapsed and refractory testicular germ cell tumors. Expert Rev Anticancer Ther 2020; 21:53-69. [PMID: 33138660 DOI: 10.1080/14737140.2021.1838279] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
INTRODUCTION Germ cell tumors (GCTs) are the most common solid malignancies in young men. The overall cure rate of GCT patients in metastatic stage is excellent, however; patients with relapsed or refractory disease have poor prognosis. Attempts to treat refractory disease with novel effective treatment to improve prognosis have been historically dismal and the ability to predict prognosis and treatment response in GCTs did not sufficiently improve in the last three decades. AREAS COVERED We performed a comprehensive literature search of PubMed/MEDLINE to identify original and review articles (years 1964-2020) reporting on current improvement salvage treatment in GCTs and novel treatment options including molecularly targeted therapy and epigenetic approach. Review articles were further searched for additional original articles. EXPERT OPINION Despite multimodal treatment approaches the treatment of relapsed or platinum-refractory GCTs remains a challenge. High-dose chemotherapy (HDCT) regimens with autologous stem-cell transplant (ASCT) from peripheral blood showed promising results in larger retrospective studies. Promising results from in vitro studies raised high expectations in molecular targets. So far, the lacking efficacy in small and unselected trials do not shed a light on targeted therapy. Currently, wide inclusion of patients into clinical trials is highly advised.
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Affiliation(s)
- Kristyna Kozakova
- Department of Anesthesiology and Intensive Care Medicine, National Cancer Institute , Bratislava, Slovakia.,2nd Department of Oncology, Faculty of Medicine, Comenius University and National Cancer Institute , Bratislava, Slovakia
| | - Michal Mego
- 2nd Department of Oncology, Faculty of Medicine, Comenius University and National Cancer Institute , Bratislava, Slovakia.,Division of Hematology Oncology, Indiana University Simon Cancer Center , Indianapolis, IN, USA
| | - Liang Cheng
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine , Indianapolis, IN, USA.,Department of Urology, Indiana University School of Medicine , Indianapolis, IN, USA
| | - Michal Chovanec
- 2nd Department of Oncology, Faculty of Medicine, Comenius University and National Cancer Institute , Bratislava, Slovakia.,Division of Hematology Oncology, Indiana University Simon Cancer Center , Indianapolis, IN, USA
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23
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Albany C, Fazal Z, Singh R, Bikorimana E, Adra N, Hanna NH, Einhorn LH, Perkins SM, Sandusky GE, Christensen BC, Keer H, Fang F, Nephew KP, Spinella MJ. A phase 1 study of combined guadecitabine and cisplatin in platinum refractory germ cell cancer. Cancer Med 2020; 10:156-163. [PMID: 33135391 PMCID: PMC7826483 DOI: 10.1002/cam4.3583] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2020] [Revised: 10/07/2020] [Accepted: 10/13/2020] [Indexed: 02/06/2023] Open
Abstract
Purpose Germ cell tumors (GCTs) are cured with therapy based on cisplatin, although a clinically significant number of patients are refractory and die of progressive disease. Based on preclinical studies indicating that refractory testicular GCTs are hypersensitive to hypomethylating agents (HMAs), we conducted a phase I trial combining the next‐generation HMA guadecitabine (SGI‐110) with cisplatin in recurrent, cisplatin‐resistant GCT patients. Methods Patients with metastatic GCTs were treated for five consecutive days with guadecitabine followed by cisplatin on day 8, for a 28‐day cycle for up to six cycles. The primary endpoint was safety and toxicity including dose‐limiting toxicity (DLT) and maximum tolerated dose (MTD). Results The number of patients enrolled was 14. The majority of patients were heavily pretreated. MTD was determined to be 30 mg/m2 guadecitabine followed by 100 mg/m2 cisplatin. The major DLTs were neutropenia and thrombocytopenia. Three patients had partial responses by RECIST criteria, two of these patients, including one with primary mediastinal disease, completed the study and qualified as complete responses by serum tumor marker criteria with sustained remissions of 5 and 13 months and survival of 16 and 26 months, respectively. The overall response rate was 23%. Three patients also had stable disease indicating a clinical benefit rate of 46%. Conclusions The combination of guadecitabine and cisplatin was tolerable and demonstrated activity in patients with platinum refractory germ cell cancer.
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Affiliation(s)
- Costantine Albany
- Division of Hematology/Oncology, Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Zeeshan Fazal
- Department of Comparative Biosciences and the Cancer Center at Illinois, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Ratnakar Singh
- Department of Comparative Biosciences and the Cancer Center at Illinois, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Emmanuel Bikorimana
- Department of Comparative Biosciences and the Cancer Center at Illinois, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Nabil Adra
- Division of Hematology/Oncology, Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Nasser H Hanna
- Division of Hematology/Oncology, Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Lawrence H Einhorn
- Division of Hematology/Oncology, Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Susan M Perkins
- Department of Biostatistics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - George E Sandusky
- Division of Hematology/Oncology, Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Brock C Christensen
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Harold Keer
- Astex Pharmaceuticals, Inc, Pleasanton, CA, USA
| | - Fang Fang
- Medical Sciences Program, Indiana University School of Medicine, Bloomington, IN, USA
| | - Kenneth P Nephew
- Medical Sciences Program, Indiana University School of Medicine, Bloomington, IN, USA
| | - Michael J Spinella
- Department of Comparative Biosciences and the Cancer Center at Illinois, University of Illinois at Urbana-Champaign, Urbana, IL, USA
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24
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Fazal Z, Singh R, Fang F, Bikorimana E, Baldwin H, Corbet A, Tomlin M, Yerby C, Adra N, Albany C, Lee S, Freemantle SJ, Nephew KP, Christensen BC, Spinella MJ. Hypermethylation and global remodelling of DNA methylation is associated with acquired cisplatin resistance in testicular germ cell tumours. Epigenetics 2020; 16:1071-1084. [PMID: 33126827 DOI: 10.1080/15592294.2020.1834926] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
Testicular germ cell tumours (TGCTs) respond well to cisplatin-based therapy. However, cisplatin resistance and poor outcomes do occur. It has been suggested that a shift towards DNA hypermethylation mediates cisplatin resistance in TGCT cells, although there is little direct evidence to support this claim. Here we utilized a series of isogenic cisplatin-resistant cell models and observed a strong association between cisplatin resistance in TGCT cells and a net increase in global CpG and non-CpG DNA methylation spanning regulatory, intergenic, genic and repeat elements. Hypermethylated loci were significantly enriched for repressive DNA segments, CTCF and RAD21 sites and lamina associated domains, suggesting that global nuclear reorganization of chromatin structure occurred in resistant cells. Hypomethylated CpG loci were significantly enriched for EZH2 and SUZ12 binding and H3K27me3 sites. Integrative transcriptome and methylome analyses showed a strong negative correlation between gene promoter and CpG island methylation and gene expression in resistant cells and a weaker positive correlation between gene body methylation and gene expression. A bidirectional shift between gene promoter and gene body DNA methylation occurred within multiple genes that was associated with upregulation of polycomb targets and downregulation of tumour suppressor genes. These data support the hypothesis that global remodelling of DNA methylation is a key factor in mediating cisplatin hypersensitivity and chemoresistance of TGCTs and furthers the rationale for hypomethylation therapy for refractory TGCT patients.
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Affiliation(s)
- Zeeshan Fazal
- Department of Comparative Biosciences, The University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Ratnakar Singh
- Department of Comparative Biosciences, The University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Fang Fang
- Medical Sciences Program, Indiana University School of Medicine, Bloomington, IN, USA
| | - Emmanuel Bikorimana
- Department of Comparative Biosciences, The University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Hannah Baldwin
- Department of Comparative Biosciences, The University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Andrea Corbet
- Department of Comparative Biosciences, The University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Megan Tomlin
- Department of Comparative Biosciences, The University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Cliff Yerby
- Department of Comparative Biosciences, The University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Nabil Adra
- Division of Hematology/Oncology, Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Costantine Albany
- Division of Hematology/Oncology, Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Sarah Lee
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Sarah J Freemantle
- Department of Comparative Biosciences, The University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Kenneth P Nephew
- Medical Sciences Program, Indiana University School of Medicine, Bloomington, IN, USA
| | - Brock C Christensen
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Michael J Spinella
- Department of Comparative Biosciences, The University of Illinois at Urbana-Champaign, Urbana, IL, USA.,Carle Illinois College of Medicine and Cancer Center of Illinois, University of Illinois at Urbana-Champaign, Urbana, IL, USA
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25
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Exploration of 5-cyano-6-phenylpyrimidin derivatives containing an 1,2,3-triazole moiety as potent FAD-based LSD1 inhibitors. Acta Pharm Sin B 2020; 10:1658-1668. [PMID: 33088686 PMCID: PMC7563019 DOI: 10.1016/j.apsb.2020.02.006] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Revised: 01/24/2020] [Accepted: 02/07/2020] [Indexed: 02/06/2023] Open
Abstract
Histone lysine specific demethylase 1 (LSD1) has become a potential therapeutic target for the treatment of cancer. Discovery and develop novel and potent LSD1 inhibitors is a challenge, although several of them have already entered into clinical trials. Herein, for the first time, we reported the discovery of a series of 5-cyano-6-phenylpyrimidine derivatives as LSD1 inhibitors using flavin adenine dinucleotide (FAD) similarity-based designing strategy, of which compound 14q was finally identified to repress LSD1 with IC50 = 183 nmol/L. Docking analysis suggested that compound 14q fitted well into the FAD-binding pocket. Further mechanism studies showed that compound 14q may inhibit LSD1 activity competitively by occupying the FAD binding sites of LSD1 and inhibit cell migration and invasion by reversing epithelial to mesenchymal transition (EMT). Overall, these findings showed that compound 14q is a suitable candidate for further development of novel FAD similarity-based LSD1 inhibitors.
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Key Words
- AML, acute myeloid leukemia
- ANOVA, analysis of variance
- Anticancer
- EMT, epithelial to mesenchymal transition
- ESI, electrospray ionization
- FAD, flavin adenine dinucleotide
- FBS, fetal bovine serum
- Flavin adenine dinucleotide (FAD)
- Gastric cancer
- HRMS, high resolution mass spectra
- IC50, half maximal inhibitory concentration
- LSD1 inhibitors
- LSD1, histone lysine specific demethylase 1
- MOE, molecular operating environment
- PAINS, pan assay interference compounds
- PDB, the Protein Data Bank
- Pyrimidine
- RLU, relative light units
- SARs, structure–activity relationship studies
- TCP, tranylcypromine
- VDW, van der Waals
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26
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Lobo J, Rodrigues Â, Guimarães R, Cantante M, Lopes P, Maurício J, Oliveira J, Jerónimo C, Henrique R. Detailed Characterization of Immune Cell Infiltrate and Expression of Immune Checkpoint Molecules PD-L1/CTLA-4 and MMR Proteins in Testicular Germ Cell Tumors Disclose Novel Disease Biomarkers. Cancers (Basel) 2019; 11:E1535. [PMID: 31614500 PMCID: PMC6826711 DOI: 10.3390/cancers11101535] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2019] [Revised: 09/28/2019] [Accepted: 10/08/2019] [Indexed: 01/08/2023] Open
Abstract
Background: The immune infiltrate plays an important part in testicular germ cell tumors, but it remains scarcely studied. We aimed at thoroughly characterizing the immune infiltrate and expression of immune checkpoints PD-L1/CTLA-4 and mismatch repair (MMR) proteins in these neoplasms, seeking for associations with patient outcome. Methods: A total of 162 consecutively diagnosed patients (2005-2018) were included. Immunostaining for PD-L1, CTLA-4 and MMR proteins was independently assessed both in immune cells (ICs) and tumor cells (TCs) of primary tumors and metastases, and characterization of IC populations was pursued. Results: PD-L1 and CTLA-4 positivity in ICs was frequent (85.5% and 96.3%). Patients with absent PD-L1 positive ICs exhibited significantly worse relapse-free survival (hazard ratio = 4.481, 95% CI 1.366-14.697, p = 0.013), both in univariable and multivariable analysis. Lower CD20 and CD3 IC infiltration in seminomas associated with higher disease stage (p = 0.0216, p = 0.0291). CTLA-4 TC intensity was significantly higher in yolk sac tumor, choriocarcinoma and teratoma, while PD-L1 TC positivity was significantly more frequent in choriocarcinoma. Both PD-L1 and CTLA-4 immunoexpression in ICs of metastatic samples was frequent (100% and 88.2%). MMR proteins were differentially expressed among the different tumor subtypes. Conclusions: Immune infiltrate/checkpoints associate with patients' outcome, constituting novel (potentially targetable) disease biomarkers.
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Affiliation(s)
- João Lobo
- Department of Pathology, Portuguese Oncology Institute of Porto (IPOP), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal.
- Cancer Biology and Epigenetics Group, Research Center of Portuguese Oncology Institute of Porto (GEBC CI-IPOP) and Porto Comprehensive Cancer Center (P.CCC), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal.
- Department of Pathology and Molecular Immunology, Institute of Biomedical Sciences Abel Salazar, University of Porto (ICBAS-UP), Rua Jorge Viterbo Ferreira 228, 4050-513 Porto, Portugal.
| | - Ângelo Rodrigues
- Department of Pathology, Portuguese Oncology Institute of Porto (IPOP), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal.
- Cancer Biology and Epigenetics Group, Research Center of Portuguese Oncology Institute of Porto (GEBC CI-IPOP) and Porto Comprehensive Cancer Center (P.CCC), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal.
- Department of Pathology and Molecular Immunology, Institute of Biomedical Sciences Abel Salazar, University of Porto (ICBAS-UP), Rua Jorge Viterbo Ferreira 228, 4050-513 Porto, Portugal.
| | - Rita Guimarães
- Department of Pathology, Portuguese Oncology Institute of Porto (IPOP), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal.
- Cancer Biology and Epigenetics Group, Research Center of Portuguese Oncology Institute of Porto (GEBC CI-IPOP) and Porto Comprehensive Cancer Center (P.CCC), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal.
| | - Mariana Cantante
- Department of Pathology, Portuguese Oncology Institute of Porto (IPOP), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal.
- Cancer Biology and Epigenetics Group, Research Center of Portuguese Oncology Institute of Porto (GEBC CI-IPOP) and Porto Comprehensive Cancer Center (P.CCC), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal.
| | - Paula Lopes
- Department of Pathology, Portuguese Oncology Institute of Porto (IPOP), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal.
- Cancer Biology and Epigenetics Group, Research Center of Portuguese Oncology Institute of Porto (GEBC CI-IPOP) and Porto Comprehensive Cancer Center (P.CCC), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal.
| | - Joaquina Maurício
- Department of Medical Oncology & Urology Clinic, Portuguese Oncology Institute of Porto (IPOP), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal.
| | - Jorge Oliveira
- Department of Urology & Urology Clinic, Portuguese Oncology Institute of Porto (IPOP), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal.
| | - Carmen Jerónimo
- Cancer Biology and Epigenetics Group, Research Center of Portuguese Oncology Institute of Porto (GEBC CI-IPOP) and Porto Comprehensive Cancer Center (P.CCC), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal.
- Department of Pathology and Molecular Immunology, Institute of Biomedical Sciences Abel Salazar, University of Porto (ICBAS-UP), Rua Jorge Viterbo Ferreira 228, 4050-513 Porto, Portugal.
| | - Rui Henrique
- Department of Pathology, Portuguese Oncology Institute of Porto (IPOP), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal.
- Cancer Biology and Epigenetics Group, Research Center of Portuguese Oncology Institute of Porto (GEBC CI-IPOP) and Porto Comprehensive Cancer Center (P.CCC), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal.
- Department of Pathology and Molecular Immunology, Institute of Biomedical Sciences Abel Salazar, University of Porto (ICBAS-UP), Rua Jorge Viterbo Ferreira 228, 4050-513 Porto, Portugal.
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27
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Schulz WA, Sørensen KD. Epigenetics of Urological Cancers. Int J Mol Sci 2019; 20:ijms20194775. [PMID: 31561442 PMCID: PMC6802188 DOI: 10.3390/ijms20194775] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Accepted: 09/23/2019] [Indexed: 12/18/2022] Open
Affiliation(s)
- Wolfgang A Schulz
- Department of Urology, Heinrich Heine University, 40225 Düsseldorf, Germany.
| | - Karina D Sørensen
- Department of Clinical Medicine, Aarhus University & Department of Molecular Medicine, Aarhus University Hospital, 8200 Aarhus, Denmark.
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28
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Singh R, Fazal Z, Freemantle SJ, Spinella MJ. Mechanisms of cisplatin sensitivity and resistance in testicular germ cell tumors. CANCER DRUG RESISTANCE (ALHAMBRA, CALIF.) 2019; 2:580-594. [PMID: 31538140 PMCID: PMC6752046 DOI: 10.20517/cdr.2019.19] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Testicular germ cell tumors (TGCTs) are a cancer pharmacology success story with a majority of patients cured even in the highly advanced and metastatic setting. Successful treatment of TGCTs is primarily due to the exquisite responsiveness of this solid tumor to cisplatin-based therapy. However, a significant percentage of patients are, or become, refractory to cisplatin and die from progressive disease. Mechanisms for both clinical hypersensitivity and resistance have largely remained a mystery despite the promise of applying lessons to the majority of solid tumors that are not curable in the metastatic setting. Recently, this promise has been heightened by the realization that distinct (and perhaps pharmacologically replicable) epigenetic states, rather than fixed genetic alterations, may play dominant roles in not only TGCT etiology and progression but also their curability with conventional chemotherapies. In this review, it discusses potential mechanisms of TGCT cisplatin sensitivity and resistance to conventional chemotherapeutics.
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Affiliation(s)
- Ratnakar Singh
- Department of Comparative Biosciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Zeeshan Fazal
- Department of Comparative Biosciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Sarah J Freemantle
- Department of Comparative Biosciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Michael J Spinella
- Department of Comparative Biosciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.,The Carle Illinois College of Medicine , University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.,The Cancer Center of Illinois, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
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29
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Singh R, Fazal Z, Corbet AK, Bikorimana E, Rodriguez JC, Khan EM, Shahid K, Freemantle SJ, Spinella MJ. Epigenetic Remodeling through Downregulation of Polycomb Repressive Complex 2 Mediates Chemotherapy Resistance in Testicular Germ Cell Tumors. Cancers (Basel) 2019; 11:cancers11060796. [PMID: 31181810 PMCID: PMC6627640 DOI: 10.3390/cancers11060796] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2019] [Revised: 05/25/2019] [Accepted: 06/03/2019] [Indexed: 12/12/2022] Open
Abstract
A greater understanding of the hypersensitivity and curability of testicular germ cell tumors (TGCTs) has the potential to inform strategies to sensitize other solid tumors to conventional chemotherapies. The mechanisms of cisplatin hypersensitivity and resistance in embryonal carcinoma (EC), the stem cells of TGCTs, remain largely undefined. To study the mechanisms of cisplatin resistance we generated a large panel of independently derived, acquired resistant clones from three distinct parental EC models employing a protocol designed to match standard of care regimens of TGCT patients. Transcriptomics revealed highly significant expression changes shared between resistant cells regardless of their parental origin. This was dominated by a highly significant enrichment of genes normally repressed by H3K27 methylation and the polycomb repressive complex 2 (PRC2) which correlated with a substantial decrease in global H3K27me3, H2AK119 ubiquitination, and expression of BMI1. Importantly, repression of H3K27 methylation with the EZH2 inhibitor GSK-126 conferred cisplatin resistance to parental cells while induction of H3K27 methylation with the histone lysine demethylase inhibitor GSK-J4 resulted in increased cisplatin sensitivity to resistant cells. A gene signature based on H3K27me gene enrichment was associated with an increased rate of recurrent/progressive disease in testicular cancer patients. Our data indicates that repression of H3K27 methylation is a mechanism of cisplatin acquired resistance in TGCTs and that restoration of PRC2 complex function is a viable approach to overcome treatment failure.
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Affiliation(s)
- Ratnakar Singh
- Department of Comparative Biosciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.
| | - Zeeshan Fazal
- Department of Comparative Biosciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.
| | - Andrea K Corbet
- Department of Comparative Biosciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.
| | - Emmanuel Bikorimana
- Department of Comparative Biosciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.
| | - Jennifer C Rodriguez
- Department of Comparative Biosciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.
| | - Ema M Khan
- Department of Comparative Biosciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.
| | - Khadeeja Shahid
- Department of Comparative Biosciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.
| | - Sarah J Freemantle
- Department of Comparative Biosciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.
| | - Michael J Spinella
- Department of Comparative Biosciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.
- Carle Illinois College of Medicine and Cancer Center of Illinois, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.
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Zhang B, Liu B, Chen D, Setroikromo R, Haisma HJ, Quax WJ. Histone Deacetylase Inhibitors Sensitize TRAIL-Induced Apoptosis in Colon Cancer Cells. Cancers (Basel) 2019; 11:cancers11050645. [PMID: 31083396 PMCID: PMC6562715 DOI: 10.3390/cancers11050645] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Revised: 05/03/2019] [Accepted: 05/08/2019] [Indexed: 01/04/2023] Open
Abstract
Tumor necrosis factor-related apoptosis-inducing ligand (TRAIL) is considered as a promising anti-cancer therapeutic. However, many cancers have been found to be or to become inherently resistant to TRAIL. A combination of epigenetic modifiers, such as histone deacetylase inhibitors (HDACi's), with TRAIL was effective to overcome TRAIL resistance in some cancers. Broad spectrum HDACi's, however, show considerable toxicity constraining clinical use. Since overexpression of class I histone deacetylase (HDAC) has been found in colon tumors relative to normal mucosa, we have focused on small spectrum HDACi's. We have now tested agonistic receptor-specific TRAIL variants rhTRAIL 4C7 and DHER in combination with several class I specific HDACi's on TRAIL-resistant colon cancer cells DLD-1 and WiDr. Our data show that TRAIL-mediated apoptosis is largely improved in WiDr cells by pre-incubation with Entinostat-a HDAC1, 2, and 3 inhibitor- and in DLD-1 cells by RGFP966-a HDAC3-specific inhibitor- or PCI34051-a HDAC8-specific inhibitor. We are the first to report that using RGFP966 or PCI34051 in combination with rhTRAIL 4C7 or DHER represents an effective cancer therapy. The intricate relation of HDACs and TRAIL-induced apoptosis was confirmed in cells by knockdown of HDAC1, 2, or 3 gene expression, which showed more early apoptotic cells upon adding rhTRAIL 4C7 or DHER. We observed that RGFP966 and PCI34051 increased DR4 expression after incubation on DLD-1 cells, while RGFP966 induced more DR5 expression on WiDr cells, indicating a different role for DR4 or DR5 in these combinations. At last, we show that combined treatment of RGFP966 with TRAIL variants (rhTRAIL 4C7/DHER) increases apoptosis on 3D tumor spheroid models.
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Affiliation(s)
- Baojie Zhang
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy, University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands.
| | - Bin Liu
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy, University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands.
| | - Deng Chen
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy, University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands.
| | - Rita Setroikromo
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy, University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands.
| | - Hidde J Haisma
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy, University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands.
| | - Wim J Quax
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy, University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands.
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