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Gui F, Jiang B, Jiang J, He Z, Tsujino T, Takai T, Arai S, Pana C, Köllermann J, Bradshaw GA, Eisert R, Kalocsay M, Fassl A, Balk SP, Kibel AS, Jia L. Acute BRCAness Induction and AR Signaling Blockage through CDK12/7/9 Degradation Enhances PARP Inhibitor Sensitivity in Prostate Cancer. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.09.602803. [PMID: 39026842 PMCID: PMC11257538 DOI: 10.1101/2024.07.09.602803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/20/2024]
Abstract
Current treatments for advanced prostate cancer (PCa) primarily target androgen receptor (AR)-pathways. However, the emergence of castration-resistant prostate cancer (CRPC) and resistance to AR signaling inhibitors (ARSI) remains a significant clinical challenge. This study introduces BSJ-5-63, a novel triple degrader targeting cyclin-dependent kinases (CDKs) CDK12, CDK7, and CDK9, with potential to transform CRPC therapy. BSJ-5-63 effectively downregulates homologous recombination repair (HRR) genes, including BRCA1 and BRCA2, through CDK12 degradation, and attenuates AR signaling through CDK7 and CDK9 degradation, further enhancing its therapeutic impact. Importantly, BSJ-5-63 induces a "BRCAness" state that persists for a significant duration, enabling sequential combination therapy with PARP inhibitors (PARPis) while potentially minimizing drug-related toxicity and resistance. In both in vitro and in vivo studies, BSJ-5-63 exhibited potent antiproliferative effects in both AR-positive and AR-negative CRPC models. This study presents a promising multi-pronged approach for CRPC treatment, addressing both DNA repair mechanisms and AR signaling, with the potential to benefit a wide range of patients regardless of their BRCA1/2 mutational status. SIGNIFICANCE This study introduces BSJ-5-63, a triple degrader designed to target CDK12, CDK7, and CDK9, making a significant advancement in CRPC therapy. The distinctive mechanism of BSJ-5-63 involves downregulating HRR genes and inhibiting AR signaling, thereby inducing a BRCAness state. This enhances sensitivity to PARP inhibition, effectively addressing ARSI resistance and improving the overall efficacy of treatment. The development of BSJ-5-63 represents a promising therapeutic approach, with the potential to benefit a broad spectrum of CRPC patients.
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Strauss SJ, Berlanga P, McCabe MG. Emerging therapies in Ewing sarcoma. Curr Opin Oncol 2024; 36:297-304. [PMID: 38775200 PMCID: PMC11155282 DOI: 10.1097/cco.0000000000001048] [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] [Indexed: 06/07/2024]
Abstract
PURPOSE OF REVIEW There is an unmet need to improve outcomes for patients for Ewing sarcoma, a rare, aggressive sarcoma with a peak incidence in adolescents and young adults (AYA). Current therapy at diagnosis involves multiagent chemotherapy and local therapy, but despite intensification of treatment, those with metastases at diagnosis and recurrent disease have poor outcomes. RECENT FINDINGS Improved understanding of Ewing sarcoma biology has identified novel targets with promising activity in Ewing sarcoma patients, including tyrosine kinase inhibitors that are now undergoing evaluation as combination and maintenance therapy. Other emerging therapies include those that target the EWSR1::FLI1 fusion oncoprotein, and act on DNA damage, cell cycle and apoptotic pathways. Immunotherapeutic approaches, particularly CAR-T-cell therapy directed at GD2, also hold promise. Recent collaborative clinical trials that have defined an international standard of care for patients with newly diagnosed Ewing sarcoma and novel platform studies with adaptive designs offer unique opportunities to investigate these therapies inclusive of all ages. SUMMARY Close international collaboration between clinicians and biologists will allow us to prioritize promising emerging therapies and develop biomarkers to facilitate their incorporation into standard of care and more rapidly translate into benefit for Ewing sarcoma patients.
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Affiliation(s)
- Sandra J. Strauss
- Department of Oncology, University College London Cancer Institute, London, United Kingdom
| | - Pablo Berlanga
- Department of Pediatric and Adolescent Oncology, Gustave-Roussy, Université Paris-Saclay, Villejuif, France
| | - Martin G. McCabe
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
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Zhang Y, Xu M, Yuan J, Hu Z, Jiang J, Huang J, Wang B, Shen J, Long M, Fan Y, Montone KT, Tanyi JL, Tavana O, Chan HM, Hu X, Zhang L. Repression of PRMT activities sensitize homologous recombination-proficient ovarian and breast cancer cells to PARP inhibitor treatment. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.21.595159. [PMID: 38826355 PMCID: PMC11142138 DOI: 10.1101/2024.05.21.595159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2024]
Abstract
An "induced PARP inhibitor (PARPi) sensitivity by epigenetic modulation" strategy is being evaluated in the clinic to sensitize homologous recombination (HR)-proficient tumors to PARPi treatments. To expand its clinical applications and identify more efficient combinations, we performed a drug screen by combining PARPi with 74 well-characterized epigenetic modulators that target five major classes of epigenetic enzymes. Both type I PRMT inhibitor and PRMT5 inhibitor exhibit high combination and clinical priority scores in our screen. PRMT inhibition significantly enhances PARPi treatment-induced DNA damage in HR-proficient ovarian and breast cancer cells. Mechanistically, PRMTs maintain the expression of genes associated with DNA damage repair and BRCAness and regulate intrinsic innate immune pathways in cancer cells. Analyzing large-scale genomic and functional profiles from TCGA and DepMap further confirms that PRMT1, PRMT4, and PRMT5 are potential therapeutic targets in oncology. Finally, PRMT1 and PRMT5 inhibition act synergistically to enhance PARPi sensitivity. Our studies provide a strong rationale for the clinical application of a combination of PRMT and PARP inhibitors in patients with HR-proficient ovarian or breast cancer.
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Affiliation(s)
- Youyou Zhang
- Center for Research on Reproduction & Women's Health, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA
- Department of Obstetrics and Gynecology, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA
| | - Mu Xu
- Center for Research on Reproduction & Women's Health, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA
| | - Jiao Yuan
- Center for Research on Reproduction & Women's Health, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA
| | - Zhongyi Hu
- Center for Research on Reproduction & Women's Health, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA
| | - Junjie Jiang
- Center for Research on Reproduction & Women's Health, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA
| | - Jie Huang
- Center for Research on Reproduction & Women's Health, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA
| | - Bingwei Wang
- Center for Research on Reproduction & Women's Health, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA
| | - Jianfeng Shen
- Center for Research on Reproduction & Women's Health, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA
| | - Meixiao Long
- Division of Hematology, Department of Internal Medicine, Ohio State University, Columbus, Ohio, 43210, USA
| | - Yi Fan
- Department of Radiation Oncology, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA
| | - Kathleen T Montone
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA
| | - Janos L Tanyi
- Department of Obstetrics and Gynecology, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA
- Center for Gynecologic Cancer Immunotherapies, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA
| | - Omid Tavana
- Bioscience, Research and Early Development, Oncology R&D, AstraZeneca, Waltham, Massachusetts, 02451, USA
| | - Ho Man Chan
- Bioscience, Research and Early Development, Oncology R&D, AstraZeneca, Waltham, Massachusetts, 02451, USA
| | - Xiaowen Hu
- Center for Research on Reproduction & Women's Health, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA
- Department of Obstetrics and Gynecology, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA
| | - Lin Zhang
- Center for Research on Reproduction & Women's Health, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA
- Department of Obstetrics and Gynecology, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA
- Center for Gynecologic Cancer Immunotherapies, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA
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Rask GC, Taslim C, Bayanjargal A, Cannon MV, Selich-Anderson J, Crow JC, Duncan A, Theisen ER. Seclidemstat blocks the transcriptional function of multiple FET-fusion oncoproteins. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.19.594897. [PMID: 38826330 PMCID: PMC11142045 DOI: 10.1101/2024.05.19.594897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2024]
Abstract
Genes encoding the RNA-binding proteins FUS, EWSR1, and TAF15 (FET proteins) are involved in chromosomal translocations in rare sarcomas. FET-rearranged sarcomas are often aggressive malignancies affecting patients of all ages. New therapies are needed. These translocations fuse the 5' portion of the FET gene with a 3' partner gene encoding a transcription factor (TF). The resulting fusion proteins are oncogenic TFs with a FET protein low complexity domain (LCD) and a DNA binding domain. FET fusion proteins have proven stubbornly difficult to target directly and promising strategies target critical co-regulators. One candidate is lysine specific demethylase 1 (LSD1). LSD1 is recruited by multiple FET fusions, including EWSR1::FLI1. LSD1 promotes EWSR1::FLI1 activity and treatment with the noncompetitive inhibitor SP-2509 blocks EWSR1::FLI1 transcriptional function. A similar molecule, seclidemstat (SP-2577), is currently in clinical trials for FET-rearranged sarcomas (NCT03600649). However, whether seclidemstat has pharmacological activity against FET fusions has not been demonstrated. Here, we evaluate the in vitro potency of seclidemstat against multiple FET-rearranged sarcoma cell lines, including Ewing sarcoma, desmoplastic small round cell tumor, clear cell sarcoma, and myxoid liposarcoma. We also define the transcriptomic effects of seclidemstat treatment and evaluated the activity of seclidemstat against FET fusion transcriptional regulation. Seclidemstat showed potent activity in cell viability assays across FET-rearranged sarcomas and disrupted the transcriptional function of all tested fusions. Though epigenetic and targeted inhibitors are unlikely to be effective as a single agents in the clinic, these data suggest seclidemstat remains a promising new treatment strategy for patients with FET-rearranged sarcomas.
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Affiliation(s)
- Galen C. Rask
- Center for Childhood Cancer Research, The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Columbus, OH, 43215, USA
| | - Cenny Taslim
- Center for Childhood Cancer Research, The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Columbus, OH, 43215, USA
| | - Ariunaa Bayanjargal
- Center for Childhood Cancer Research, The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Columbus, OH, 43215, USA
- Medical Scientist Training Program, College of Medicine, The Ohio State University, Columbus, OH, 43210, USA
| | - Matthew V. Cannon
- Center for Childhood Cancer Research, The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Columbus, OH, 43215, USA
| | - Julia Selich-Anderson
- Center for Childhood Cancer Research, The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Columbus, OH, 43215, USA
| | - Jesse C. Crow
- Center for Childhood Cancer Research, The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Columbus, OH, 43215, USA
| | | | - Emily R. Theisen
- Center for Childhood Cancer Research, The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Columbus, OH, 43215, USA
- Department of Pediatrics, College of Medicine, The Ohio State University, Columbus, OH, 43210, USA
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Lautert-Dutra W, M Melo C, Chaves LP, Crozier C, P Saggioro F, B Dos Reis R, Bayani J, Bonatto SL, Squire JA. Loss of heterozygosity impacts MHC expression on the immune microenvironment in CDK12-mutated prostate cancer. Mol Cytogenet 2024; 17:11. [PMID: 38704603 PMCID: PMC11070094 DOI: 10.1186/s13039-024-00680-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 04/24/2024] [Indexed: 05/06/2024] Open
Abstract
BACKGROUND In prostate cancer (PCa), well-established biomarkers such as MSI status, TMB high, and PDL1 expression serve as reliable indicators for favorable responses to immunotherapy. Recent studies have suggested a potential association between CDK12 mutations and immunotherapy response; however, the precise mechanisms through which CDK12 mutation may influence immune response remain unclear. A plausible explanation for immune evasion in this subset of CDK12-mutated PCa may be reduced MHC expression. RESULTS Using genomic data of CDK12-mutated PCa from 48 primary and 10 metastatic public domain samples and a retrospective cohort of 53 low-intermediate risk primary PCa, we investigated how variation in the expression of the MHC genes affected associated downstream pathways. We classified the patients based on gene expression quartiles of MHC-related genes and categorized the tumors into "High" and "Low" expression levels. CDK12-mutated tumors with higher MHC-expressed pathways were associated with the immune system and elevated PD-L1, IDO1, and TIM3 expression. Consistent with an inflamed tumor microenvironment (TME) phenotype, digital cytometric analyses identified increased CD8 + T cells, B cells, γδ T cells, and M1 Macrophages in this group. In contrast, CDK12-mutated tumors with lower MHC expression exhibited features consistent with an immune cold TME phenotype and immunoediting. Significantly, low MHC expression was also associated with chromosome 6 loss of heterozygosity (LOH) affecting the entire HLA gene cluster. These LOH events were observed in both major clonal and minor subclonal populations of tumor cells. In our retrospective study of 53 primary PCa cases from this Institute, we found a 4% (2/53) prevalence of CDK12 mutations, with the confirmation of this defect in one tumor through Sanger sequencing. In keeping with our analysis of public domain data this tumor exhibited low MHC expression at the RNA level. More extensive studies will be required to determine whether reduced HLA expression is generally associated with primary tumors or is a specific feature of CDK12 mutated PCa. CONCLUSIONS These data show that analysis of CDK12 alteration, in the context of MHC expression levels, and LOH status may offer improved predictive value for outcomes in this potentially actionable genomic subgroup of PCa. In addition, these findings highlight the need to explore novel therapeutic strategies to enhance MHC expression in CDK12-defective PCa to improve immunotherapy responses.
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Affiliation(s)
- William Lautert-Dutra
- Department of Genetics, Medical School of Ribeirao Preto, University of Sao Paulo - USP, Ribeirão Prêto, SP, 14048-900, Brazil
| | - Camila M Melo
- Department of Genetics, Medical School of Ribeirao Preto, University of Sao Paulo - USP, Ribeirão Prêto, SP, 14048-900, Brazil
| | - Luiz P Chaves
- Department of Genetics, Medical School of Ribeirao Preto, University of Sao Paulo - USP, Ribeirão Prêto, SP, 14048-900, Brazil
| | - Cheryl Crozier
- Diagnostic Development, Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Fabiano P Saggioro
- Department of Pathology, Ribeirao Preto Medical School, University of Sao Paulo - USP, Ribeirão Prêto, Brazil
| | - Rodolfo B Dos Reis
- Department of Pathology, Ribeirao Preto Medical School, University of Sao Paulo - USP, Ribeirão Prêto, Brazil
- Division of Urology, Department of Surgery and Anatomy, Medical School of Ribeirao Preto, University of Sao Paulo - USP, Ribeirão Prêto, Brazil
| | - Jane Bayani
- Diagnostic Development, Ontario Institute for Cancer Research, Toronto, ON, Canada
- Laboratory Medicine and Pathology, University of Toronto, Toronto, ON, Canada
| | - Sandro L Bonatto
- School of Health and Life Sciences, Pontifical Catholic University of Rio Grande Do Sul - PUCRS, Av. Ipiranga, 668, Porto Alegre, RS, 90619-900, Brazil
| | - Jeremy A Squire
- Department of Genetics, Medical School of Ribeirao Preto, University of Sao Paulo - USP, Ribeirão Prêto, SP, 14048-900, Brazil.
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON, K7L3N6, Canada.
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Zhang H, Zhou Y, Feng Y, Hou W, Chen Y, Xing Z, Zhang Y, Wei Q, Yin Y, Guo J, Hu H. Cyclin-dependent kinase 12 deficiency reprogrammes cellular metabolism to alleviate ferroptosis potential and promote the progression of castration-resistant prostate cancer. Clin Transl Med 2024; 14:e1678. [PMID: 38736108 PMCID: PMC11089090 DOI: 10.1002/ctm2.1678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 04/13/2024] [Accepted: 04/17/2024] [Indexed: 05/14/2024] Open
Abstract
BACKGROUND Cyclin-dependent kinase 12 (CDK12)-deficient prostate cancer defines a subtype of castration-resistant prostate cancer (CRPC) with a poor prognosis. Current therapy, including PARP inhibitors, shows minimal treatment efficacy for this subtype of CRPC, and the underlying mechanism remains elusive. METHODS Based on bioinformatics analysis, we evaluated the relationship between CDK12 deficiency and prostate cancer patient's prognosis and treatment resistance. Furthermore, we used CRISPR-Cas9 technology and mass spectrometry-based metabolomic profiling to reveal the metabolic characteristics of CDK12-deficient CRPC. To elucidate the specific mechanisms of CDK12 deficiency-mediated CRPC metabolic reprogramming, we utilized cell RNA-seq profiling and other molecular biology techniques, including cellular reactive oxygen species probes, mitochondrial function assays, ChIP-qPCR and RNA stability analyses, to clarify the role of CDK12 in regulating mitochondrial function and its contribution to ferroptosis. Finally, through in vitro drug sensitivity testing and in vivo experiments in mice, we identified the therapeutic effects of the electron transport chain (ETC) inhibitor IACS-010759 on CDK12-deficient CRPC. RESULTS CDK12-deficient prostate cancers reprogramme cellular energy metabolism to support their aggressive progression. In particular, CDK12 deficiency enhanced the mitochondrial respiratory chain for electronic transfer and ATP synthesis to create a ferroptosis potential in CRPC cells. However, CDK12 deficiency downregulated ACSL4 expression, which counteracts the lipid oxidation stress, leading to the escape of CRPC cells from ferroptosis. Furthermore, targeting the ETC substantially inhibited the proliferation of CDK12-deficient CRPC cells in vitro and in vivo, suggesting a potential new target for the therapy of CDK12-deficient prostate cancer. CONCLUSIONS Our findings show that energy and lipid metabolism in CDK12-deficient CRPC work together to drive CRPC progression and provide a metabolic insight into the worse prognosis of CDK12-deficient prostate cancer patients. KEY POINTS CDK12 deficiency promotes castration-resistant prostate cancer (CRPC) progression by reprogramming cellular metabolism. CDK12 deficiency in CRPC leads to a more active mitochondrial electron transport chain (ETC), ensuring efficient cell energy supply. CDK12 phosphorylates RNA Pol II to ensure the transcription of ACSL4 to regulate ferroptosis. Mitochondrial ETC inhibitors exhibit better selectivity for CDK12-deficient CRPC cells, offering a promising new therapeutic approach for this subtype of CRPC patients.
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Affiliation(s)
- Haozhe Zhang
- Department of BiochemistrySchool of MedicineSouthern University of Science and TechnologyShenzhenChina
| | - Yi Zhou
- Department of BiochemistrySchool of MedicineSouthern University of Science and TechnologyShenzhenChina
| | - Yating Feng
- Department of BiochemistrySchool of MedicineSouthern University of Science and TechnologyShenzhenChina
| | - Wenli Hou
- Department of UrologyNanfang Hospital, Southern Medical UniversityGuangzhouChina
| | - Yafei Chen
- Department of BiochemistrySchool of MedicineSouthern University of Science and TechnologyShenzhenChina
| | - Zengzhen Xing
- Department of BiochemistrySchool of MedicineSouthern University of Science and TechnologyShenzhenChina
| | - Yifan Zhang
- Department of UrologyNanfang Hospital, Southern Medical UniversityGuangzhouChina
| | - Qiang Wei
- Department of UrologyNanfang Hospital, Southern Medical UniversityGuangzhouChina
| | - Yu Yin
- Department of PathologyThe First Affiliated Hospital of Anhui Medical UniversityHefeiChina
| | - Ju Guo
- Department of UrologyThe First Affiliated Hospital of Nanchang UniversityNanchangChina
| | - Hailiang Hu
- Department of BiochemistrySchool of MedicineSouthern University of Science and TechnologyShenzhenChina
- Key University Laboratory of Metabolism and Health of GuangdongSouthern University of Science and TechnologyShenzhenChina
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7
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Lu KQ, Li ZL, Zhang Q, Yin Q, Zhang YL, Ni WJ, Jiang LZ, He W, Wang B. CDK12 is a potential biomarker for diagnosis, prognosis and immunomodulation in pan-cancer. Sci Rep 2024; 14:6574. [PMID: 38503865 PMCID: PMC10951204 DOI: 10.1038/s41598-024-56831-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 03/12/2024] [Indexed: 03/21/2024] Open
Abstract
Cell cycle-dependent protein kinase 12 (CDK12) plays a key role in a variety of carcinogenesis processes and represents a promising therapeutic target for cancer treatment. However, to date, there have been no systematic studies addressing its diagnostic, prognostic and immunological value across cancers. Here, we found that CDK12 was significantly upregulated in various types of cancers, and it expression increased with progression in ten cancer types, including breast cancer, cholangiocarcinoma and colon adenocarcinoma. Moreover, the ROC curves indicated that CDK12 showed diagnostic value in eight cancer types. High CDK12 expression was associated with poor prognosis in eight types of cancer, including low-grade glioma, mesothelioma, melanoma and pancreatic cancer. Furthermore, we conducted immunoassays to explore the exact mechanisms underlying CDK12-induced carcinogenesis, which revealed that increased expression of CDK12 allowed tumours to evade immune surveillance and upregulate immune checkpoint genes. Additionally, mutational studies have shown that amplification and missense mutations are the predominant mutational events affecting CDK12 across cancers. These findings establish CDK12 as a significant biological indicator of cancer diagnosis, prognosis, and immunotherapeutic targeting. Early surveillance and employment of CDK12 inhibitors, along with concomitant immunotherapy interventions, may enhance the clinical outcomes of cancer patients.
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Affiliation(s)
- Ke-Qi Lu
- Institute of Nephrology, Zhong Da Hospital, Southeast University School of Medicine, Nanjing, Jiangsu, China
| | - Zuo-Lin Li
- Institute of Nephrology, Zhong Da Hospital, Southeast University School of Medicine, Nanjing, Jiangsu, China
| | - Qian Zhang
- Pediatric Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Qing Yin
- Institute of Nephrology, Zhong Da Hospital, Southeast University School of Medicine, Nanjing, Jiangsu, China
| | - Yi-Lin Zhang
- Institute of Nephrology, Zhong Da Hospital, Southeast University School of Medicine, Nanjing, Jiangsu, China
| | - Wei-Jie Ni
- Institute of Nephrology, Zhong Da Hospital, Southeast University School of Medicine, Nanjing, Jiangsu, China
| | - LiangYun-Zi Jiang
- Institute of Nephrology, Zhong Da Hospital, Southeast University School of Medicine, Nanjing, Jiangsu, China
| | - Wei He
- Department of Gastroenterology, Jiangsu Province Geriatric Institute, and Jiangsu Province Official Hospital, Geriatric Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
| | - Bin Wang
- Institute of Nephrology, Zhong Da Hospital, Southeast University School of Medicine, Nanjing, Jiangsu, China.
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Frei K, Schecher S, Daher T, Hörner N, Richter J, Hildebrand U, Schindeldecker M, Witzel HR, Tsaur I, Porubsky S, Gaida MM, Roth W, Tagscherer KE. Inhibition of the Cyclin K-CDK12 complex induces DNA damage and increases the effect of androgen deprivation therapy in prostate cancer. Int J Cancer 2024; 154:1082-1096. [PMID: 37916780 DOI: 10.1002/ijc.34778] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 09/07/2023] [Accepted: 10/10/2023] [Indexed: 11/03/2023]
Abstract
Androgen deprivation therapy (ADT) is the mainstay of the current first-line treatment concepts for patients with advanced prostate carcinoma (PCa). However, due to treatment failure and recurrence investigation of new targeted therapeutics is urgently needed. In this study, we investigated the suitability of the Cyclin K-CDK12 complex as a novel therapeutic approach in PCa using the new covalent CDK12/13 inhibitor THZ531. Here we show that THZ531 impairs cellular proliferation, induces apoptosis, and decreases the expression of selected DNA repair genes in PCa cell lines, which is associated with an increasing extent of DNA damage. Furthermore, combination of THZ531 and ADT leads to an increase in these anti-tumoral effects in androgen-sensitive PCa cells. The anti-proliferative and pro-apoptotic activity of THZ531 in combination with ADT was validated in an ex vivo PCa tissue culture model. In a retrospective immunohistochemical analysis of 300 clinical tissue samples we show that Cyclin K (CycK) but not CDK12 expression correlates with a more aggressive type of PCa. In conclusion, this study demonstrates the clinical relevance of the CycK-CDK12 complex as a promising target for combinational therapy with ADT in PCa and its importance as a prognostic biomarker for patients with PCa.
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Affiliation(s)
- Katharina Frei
- Institute of Pathology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Sabrina Schecher
- Institute of Pathology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Tamas Daher
- Institute of Pathology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Nina Hörner
- Institute of Pathology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Jutta Richter
- Institute of Pathology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Ute Hildebrand
- Institute of Pathology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Mario Schindeldecker
- Institute of Pathology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
- Tissue Biobank of the University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Hagen R Witzel
- Institute of Pathology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Igor Tsaur
- Department of Urology and Pediatric Urology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Stefan Porubsky
- Institute of Pathology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Matthias M Gaida
- Institute of Pathology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Wilfried Roth
- Institute of Pathology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Katrin E Tagscherer
- Institute of Pathology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
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9
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Dou Y, Ren Y, Zhao X, Jin J, Xiong S, Luo L, Xu X, Yang X, Yu J, Guo L, Liang T. CSSLdb: Discovery of cancer-specific synthetic lethal interactions based on machine learning and statistic inference. Comput Biol Med 2024; 170:108066. [PMID: 38310806 DOI: 10.1016/j.compbiomed.2024.108066] [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: 11/04/2023] [Revised: 12/22/2023] [Accepted: 01/27/2024] [Indexed: 02/06/2024]
Abstract
Synthetic lethality (SL) occurs when the inactivation of two genes results in cell death while the inactivation of either gene alone is non-lethal. SL-based therapy has become a promising anti-cancer treatment option with the increasing researches and applications in clinical practice, while the specific therapeutic opportunities for various cancers have not yet been comprehensively investigated. Herein, we described a computational approach based on machine learning and statistical inference to discover the cancer-specific synthetic lethal interactions. First, Random Forest and One-Class SVM were used to perform cancer unbiased prediction of synthetic lethality. Then, two strategies, including mutual exclusivity and differential expression, were used to screen cancer-specific synthetic lethal interactions, resulting in 14,582 SL gene pairs in 33 cancer types. Finally, we developed a freely available database of CSSLdb (Cancer Specific Synthetic Lethality Database, http://www.tmliang.cn/CSSL/) to present cancer-specific synthetic lethal genetic interactions, which would enrich the relevant research and contribute to underlying therapy strategies based on synthetic lethality.
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Affiliation(s)
- Yuyang Dou
- State Key Laboratory of Organic Electronics and Information Displays & Institute of Advanced Materials (IAM), Nanjing University of Posts and Telecommunications, Nanjing, 210023, China
| | - Yujie Ren
- State Key Laboratory of Organic Electronics and Information Displays & Institute of Advanced Materials (IAM), Nanjing University of Posts and Telecommunications, Nanjing, 210023, China
| | - Xinmiao Zhao
- State Key Laboratory of Organic Electronics and Information Displays & Institute of Advanced Materials (IAM), Nanjing University of Posts and Telecommunications, Nanjing, 210023, China
| | - Jiaming Jin
- State Key Laboratory of Organic Electronics and Information Displays & Institute of Advanced Materials (IAM), Nanjing University of Posts and Telecommunications, Nanjing, 210023, China
| | - Shizheng Xiong
- State Key Laboratory of Organic Electronics and Information Displays & Institute of Advanced Materials (IAM), Nanjing University of Posts and Telecommunications, Nanjing, 210023, China
| | - Lulu Luo
- Jiangsu Key Laboratory for Molecular and Medical Biotechnology, School of Life Science, Nanjing Normal University, Nanjing, 210023, China
| | - Xinru Xu
- Jiangsu Key Laboratory for Molecular and Medical Biotechnology, School of Life Science, Nanjing Normal University, Nanjing, 210023, China
| | - Xueni Yang
- State Key Laboratory of Organic Electronics and Information Displays & Institute of Advanced Materials (IAM), Nanjing University of Posts and Telecommunications, Nanjing, 210023, China
| | - Jiafeng Yu
- Shandong Provincial Key Laboratory of Biophysics, Institute of Biophysics, Dezhou University, Dezhou, 253023, China
| | - Li Guo
- State Key Laboratory of Organic Electronics and Information Displays & Institute of Advanced Materials (IAM), Nanjing University of Posts and Telecommunications, Nanjing, 210023, China.
| | - Tingming Liang
- Jiangsu Key Laboratory for Molecular and Medical Biotechnology, School of Life Science, Nanjing Normal University, Nanjing, 210023, China.
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10
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Houles T, Boucher J, Lavoie G, MacLeod G, Lin S, Angers S, Roux PP. The CDK12 inhibitor SR-4835 functions as a molecular glue that promotes cyclin K degradation in melanoma. Cell Death Discov 2023; 9:459. [PMID: 38104154 PMCID: PMC10725499 DOI: 10.1038/s41420-023-01754-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 11/15/2023] [Accepted: 11/29/2023] [Indexed: 12/19/2023] Open
Abstract
CDK12 is a transcriptional cyclin-dependent kinase (CDK) that interacts with cyclin K to regulate different aspects of gene expression. The CDK12-cyclin K complex phosphorylates several substrates, including RNA polymerase II (Pol II), and thereby regulates transcription elongation, RNA splicing, as well as cleavage and polyadenylation. Because of its implication in cancer, including breast cancer and melanoma, multiple pharmacological inhibitors of CDK12 have been identified to date, including THZ531 and SR-4835. While both CDK12 inhibitors affect Poll II phosphorylation, we found that SR-4835 uniquely promotes cyclin K degradation via the proteasome. Using loss-of-function genetic screening, we found that SR-4835 cytotoxicity depends on a functional CUL4-RBX1-DDB1 ubiquitin ligase complex. Consistent with this, we show that DDB1 is required for cyclin K degradation, and that SR-4835 promotes DDB1 interaction with the CDK12-cyclin K complex. Docking studies and structure-activity relationship analyses of SR-4835 revealed the importance of the benzimidazole side-chain in molecular glue activity. Together, our results indicate that SR-4835 acts as a molecular glue that recruits the CDK12-cyclin K complex to the CUL4-RBX1-DDB1 ubiquitin ligase complex to target cyclin K for degradation.
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Affiliation(s)
- Thibault Houles
- Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Montreal, QC, Canada.
| | - Jonathan Boucher
- Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Montreal, QC, Canada
| | - Geneviève Lavoie
- Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Montreal, QC, Canada
| | - Graham MacLeod
- Donnelly Centre for Cellular & Biomolecular Research, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Sichun Lin
- Donnelly Centre for Cellular & Biomolecular Research, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Stephane Angers
- Donnelly Centre for Cellular & Biomolecular Research, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, Canada
- Department of Biochemistry, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Philippe P Roux
- Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Montreal, QC, Canada.
- Department of Pathology and Cell Biology, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada.
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11
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Adibi A, Tokat ÜM, Özgü E, Aydın E, Demiray İ, Demiray M. PARP inhibitor combinations with high-dose vitamin C in the treatment of Ewing sarcoma: two case reports and mechanistic overview. Ther Adv Med Oncol 2023; 15:17588359231213841. [PMID: 38107827 PMCID: PMC10725144 DOI: 10.1177/17588359231213841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 10/26/2023] [Indexed: 12/19/2023] Open
Abstract
Ewing's sarcoma (ES) is a bone and soft tissue tumor that mainly occurs at a young age. The underlying cause of Ewing's sarcoma is the formation of fusion proteins between FET family genes and ETS family genes. Tumors with FET/ETS fusion genes can have defects in the DNA damage response and are sensitive to PARP inhibitors (PARPi). However, several studies have shown that PARPi alone is not sufficient to induce a meaningful antitumor response and that combinations of DNA-damaging agents with PARPi are required to achieve efficacy. Accordingly, preclinical studies have reported dramatic responses to PARPi treatment in combination with DNA-damaging agents such as temozolomide or irinotecan. Similarly, it has been previously reported that by generating reactive oxygen species, high-dose intravenous vitamin C (IVC) can induce DNA damage. This suggests that the combination of IVC with PARPi may increase genotoxic stress and enhance the antitumor response. In addition, unlike chemotherapeutic agents, IVC induces DNA damage selectively in cancer cells, and the side effects are significantly milder than those of chemotherapy. As ETS fusion-positive ES is deficient in faithful DNA repair, partly due to the interaction between ETS fusion products and PARP1, a PARPi plus IVC seems to be a logical and effective combination for the treatment of ETS fusion-positive ES. This paper reports significant responses to IVC (1-1.5 g/kg) in combination with PARPi (olaparib 300 mg BID or talazoparib 1 mg/day) in two patients with metastatic Ewing's sarcoma. The observations highlight an unmet therapeutic need for patients with advanced metastatic ES. The combination of PARPi with a selective DNA-damaging agent was effective in these cases. This case experience suggests that IVC may be incorporated into PARPi-based therapeutic strategies. Further studies are needed to confirm the efficacy of this combination in the treatment of Ewing sarcoma with ETS fusions.
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Affiliation(s)
- Ashkan Adibi
- Center of Precision Oncology, Medicana International Hospitals, Istanbul, Türkiye
- Department of Basic Oncology, Division of Cancer Genetics, Institute of Oncology, University of Istanbul, Istanbul, Türkiye
- Institute of Health Sciences, University of Istanbul, Istanbul, Türkiye
| | - Ünal Metin Tokat
- Center of Precision Oncology, Medicana International Hospitals, Istanbul, Türkiye
| | - Eylül Özgü
- Center of Precision Oncology, Medicana International Hospitals, Istanbul, Türkiye
| | - Esranur Aydın
- Center of Precision Oncology, Medicana International Hospitals, Istanbul, Türkiye
| | - İrem Demiray
- Department of Molecular Biology and Genetics, College of Science, Koç University, Istanbul, Türkiye
| | - Mutlu Demiray
- Center of Precision Oncology, Medicana International Hospitals, Küçükbakkalköy, Vedat Günyol Cd. No: 24, Atasehir, Istanbul 34750, Türkiye
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12
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Huang L, Yang H, Chen K, Yuan J, Li J, Dai G, Gu M, Shi Y. The suppressive efficacy of THZ1 depends on KRAS mutation subtype and is associated with super-enhancer activity and the PI3K/AKT/mTOR signalling in pancreatic ductal adenocarcinoma: A hypothesis-generating study. Clin Transl Med 2023; 13:e1500. [PMID: 38037549 PMCID: PMC10689978 DOI: 10.1002/ctm2.1500] [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: 02/18/2023] [Revised: 10/24/2023] [Accepted: 11/17/2023] [Indexed: 12/02/2023] Open
Abstract
BACKGROUND Inhibition of CDK7, a potent transcription regulator, may bring new hope for treating pancreatic ductal adenocarcinoma (PDAC), which is featured by large genetic heterogeneity and abundant KRAS mutations. This investigation aimed at exploring the discrepant efficacies of THZ1, a small-molecule covalent CDK7 inhibitor, on PDACs with different KRAS mutations and the underlying mechanisms. METHODS Associations of CDK7 expression with survival by KRAS mutations were first assessed. Effects of THZ1 on PDAC by different KRAS mutations were then investigated in vitro and in vivo. Moreover, the effects of THZ1 on gene transcription and phosphorylation of RNA polymerase II (RNAPOLII) in different KRAS mutant PDACs were assessed, and the effect of THZ1 on super-enhancer activity was evaluated using chromatin immunoprecipitation sequencing. Lastly, the effects of THZ1 on the binding of H3K27ac to PIK3CA and on the PI3K/AKT/mTOR signalling were analysed. RESULTS High CDK7 expression was significantly linked to worse survival within PDAC patients carrying KRAS-G12V mutation but not in those with KRAS-G12D mutation. The apoptosis-inducing effect of THZ1 was markedly stronger in KRAS-G12V PDAC than KRAS-G12D cancer. THZ1 significantly inhibited the growth of xenograft tumour with KRAS-G12V mutation, and the inhibition was markedly stronger than for KRAS-G12D tumour. In mini-cell-derived xenograft (CDX) models, THZ1 significantly suppressed KRAS-G12V PDAC but not KRAS-G12D cancer. THZ1 significantly suppressed the phosphorylation of RNAPOLII, and this effect was stronger in KRAS-G12V PDAC (especially at ser5). KRAS-G12V PDAC had more H3K27ac-binding super-enhancers, and the inhibition of THZ1 on super-enhancer activity was also stronger in KRAS-G12V PDAC. Furthermore, THZ1 significantly weakened the binding of H3K27ac to PIK3CA in KRAS-G12V PDAC. THZ1 significantly suppressed the PI3K/AKT/mTOR pathway and its downstream markers, and this effect was stronger in KRAS-G12V cells. CONCLUSIONS In this hypothesis-generating study, THZ1 might selectively inhibit certain PDACs with KRAS-G12V mutation more potently compared with some other PDACs with KRAS-G12D mutation, which might be associated with its effect on super-enhancer activity and the PI3K/AKT/mTOR signalling. Our findings might offer novel key clues for the precise management of PDAC and important evidence for future targeted trial design. HIGHLIGHTS THZ1 had a stronger effect on PDAC-bearing KRAS-G12V mutation than G12D mutation. Suppressive effect of THZ1 on phosphorylation of RNAPOLII was stronger in KRAS-G12V than KRAS-G12D PDAC. Inhibition of THZ1 on super-enhancer activity and H3K27ac binding to PIK3CA was stronger in KRAS-G12V PDAC. Suppressive effect of THZ1 on PI3K/AKT/mTOR pathway was stronger in KRAS-G12V PDAC.
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Affiliation(s)
- Lei Huang
- Department of OncologyRuijin HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
| | - Hui Yang
- Department of OncologyRuijin HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
| | - Kaidi Chen
- School of Pharmaceutical ScienceZhejiang Chinese Medical UniversityHangzhouChina
| | - Jing Yuan
- Department of PathologyChinese PLA General HospitalBeijingChina
| | - Jie Li
- Department of PathologyChinese PLA General HospitalBeijingChina
| | - Guanghai Dai
- Department of Medical OncologyChinese PLA General HospitalBeijingChina
| | - Mancang Gu
- School of Pharmaceutical ScienceZhejiang Chinese Medical UniversityHangzhouChina
- Academy of Chinese Medical SciencesZhejiang Chinese Medical UniversityHangzhouChina
| | - Yan Shi
- Department of General SurgeryShanghai Seventh People's HospitalShanghai University of Traditional Chinese MedicineShanghaiChina
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13
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Ang HX, Sutiman N, Deng XL, Liu A, Cerda-Smith CG, Hutchinson HM, Kim H, Bartelt LC, Chen Q, Barrera A, Lin J, Sheng Z, McDowell IC, Reddy TE, Nicchitta CV, Wood KC. Cooperative regulation of coupled oncoprotein synthesis and stability in triple-negative breast cancer by EGFR and CDK12/13. Proc Natl Acad Sci U S A 2023; 120:e2221448120. [PMID: 37695916 PMCID: PMC10515179 DOI: 10.1073/pnas.2221448120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 07/19/2023] [Indexed: 09/13/2023] Open
Abstract
Evidence has long suggested that epidermal growth factor receptor (EGFR) may play a prominent role in triple-negative breast cancer (TNBC) pathogenesis, but clinical trials of EGFR inhibitors have yielded disappointing results. Using a candidate drug screen, we identified that inhibition of cyclin-dependent kinases 12 and 13 (CDK12/13) dramatically sensitizes diverse models of TNBC to EGFR blockade. This combination therapy drives cell death through the 4E-BP1-dependent suppression of the translation and translation-linked turnover of driver oncoproteins, including MYC. A genome-wide CRISPR/Cas9 screen identified the CCR4-NOT complex as a major determinant of sensitivity to the combination therapy whose loss renders 4E-BP1 unresponsive to drug-induced dephosphorylation, thereby rescuing MYC translational suppression and promoting MYC stability. The central roles of CCR4-NOT and 4E-BP1 in response to the combination therapy were further underscored by the observation of CNOT1 loss and rescue of 4E-BP1 phosphorylation in TNBC cells that naturally evolved therapy resistance. Thus, pharmacological inhibition of CDK12/13 reveals a long-proposed EGFR dependence in TNBC that functions through the cooperative regulation of translation-coupled oncoprotein stability.
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Affiliation(s)
- Hazel X. Ang
- Department of Pharmacology & Cancer Biology, Duke University School of Medicine, Durham, NC22710
| | - Natalia Sutiman
- Duke-National University of Singapore Medical School,Singapore169857, Singapore
| | - Xinyue L. Deng
- Department of Pharmacology & Cancer Biology, Duke University School of Medicine, Durham, NC22710
| | - Annie Liu
- Department of Pharmacology & Cancer Biology, Duke University School of Medicine, Durham, NC22710
- Department of Surgery, Duke University School of Medicine, Durham, NC22710
| | - Christian G. Cerda-Smith
- Department of Pharmacology & Cancer Biology, Duke University School of Medicine, Durham, NC22710
| | - Haley M. Hutchinson
- Department of Pharmacology & Cancer Biology, Duke University School of Medicine, Durham, NC22710
| | - Holly Kim
- Department of Pharmacology & Cancer Biology, Duke University School of Medicine, Durham, NC22710
| | - Luke C. Bartelt
- Duke Center for Genomic and Computational Biology, Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC27708
| | - Qiang Chen
- Department of Cell Biology, Duke University School of Medicine, Durham, NC22710
| | - Alejandro Barrera
- Duke Center for Genomic and Computational Biology, Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC27708
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC27708
| | - Jiaxing Lin
- Bioinformatics Shared Resources, Duke Cancer Institute, Duke University Medical Center, Durham, NC27705
| | - Zhecheng Sheng
- Bioinformatics Shared Resources, Duke Cancer Institute, Duke University Medical Center, Durham, NC27705
| | - Ian C. McDowell
- Duke Center for Genomic and Computational Biology, Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC27708
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC27708
| | - Timothy E. Reddy
- Duke Center for Genomic and Computational Biology, Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC27708
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC27708
| | | | - Kris C. Wood
- Department of Pharmacology & Cancer Biology, Duke University School of Medicine, Durham, NC22710
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14
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Zhang T, Zhang T, Gao C, Jalal S, Yuan R, Teng H, Li C, Huang L. Antitumor Effects of β-Elemene Through Inducing Autophagy-Mediated Apoptosis in Ewing Sarcoma Family Tumor Cells. DNA Cell Biol 2023; 42:532-540. [PMID: 37610845 DOI: 10.1089/dna.2023.0084] [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] [Indexed: 08/25/2023] Open
Abstract
Ewing sarcoma family tumors (ESFTs) are a group of aggressive tumors mainly affecting children and young people. A compound derived from Curcuma wenyujin plant or lemon grass, β-elemene, has exhibited antitumor effects to ESFT cells, the mechanism of which remains to be clarified further. Autophagy is involved in the antitumor effects of various drugs, whereas the role of autophagy in the antitumor effects of β-elemene persists controversial. Herein we found that β-elemene treatment inhibited the viability of ESFT cells in a dose-dependent manner. The increase of LC3-II level and the decrease of p62 level were observed in β-elemene-treated cells, as well as the increase of autolysosomes, which indicated the promotion of autophagic flux. Sequentially the autophagy inhibition using 3-MA treatment or ATG5 depletion significantly reversed the viability repression and apoptosis induction by β-elemene treatment. In addition, autophagy was found to be important in the toxic effects induced by the combination treatment of β-elemene and IGF1R inhibition in ESFT cells. Our data suggested an essential role of autophagy in β-elemene-induced apoptosis in ESFT cells, which is anticipated to provide novel insights to the development of ESFT treatments.
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Affiliation(s)
- Ting Zhang
- Department of Pathophysiology, College of Basic Medical Sciences, Dalian Medical University, Dalian, People's Republic of China
- Liaoning Provincial Key Laboratory of Medical Cellular and Molecular Biology, Dalian Medical University, Dalian, People's Republic of China
| | - Tianhua Zhang
- Department of Pathophysiology, College of Basic Medical Sciences, Dalian Medical University, Dalian, People's Republic of China
- Liaoning Provincial Key Laboratory of Medical Cellular and Molecular Biology, Dalian Medical University, Dalian, People's Republic of China
| | - Chuanzhou Gao
- Institute of Cancer Stem Cell, and Dalian Medical University, Dalian, People's Republic of China
| | - Sajid Jalal
- Department of Pathophysiology, College of Basic Medical Sciences, Dalian Medical University, Dalian, People's Republic of China
| | - Ruqiang Yuan
- Advanced Institute for Medical Sciences, Dalian Medical University, Dalian, People's Republic of China
| | - Hongming Teng
- Department of Pathophysiology, College of Basic Medical Sciences, Dalian Medical University, Dalian, People's Republic of China
- Liaoning Provincial Key Laboratory of Medical Cellular and Molecular Biology, Dalian Medical University, Dalian, People's Republic of China
| | - Cong Li
- Department of Pathophysiology, College of Basic Medical Sciences, Dalian Medical University, Dalian, People's Republic of China
- Liaoning Provincial Key Laboratory of Medical Cellular and Molecular Biology, Dalian Medical University, Dalian, People's Republic of China
| | - Lin Huang
- Department of Pathophysiology, College of Basic Medical Sciences, Dalian Medical University, Dalian, People's Republic of China
- Liaoning Provincial Key Laboratory of Medical Cellular and Molecular Biology, Dalian Medical University, Dalian, People's Republic of China
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15
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Pitolli C, Marini A, Guerra M, Pieraccioli M, Marabitti V, Palluzzi F, Giacò L, Tamburrini G, Cecconi F, Nazio F, Sette C, Pagliarini V. MYC up-regulation confers vulnerability to dual inhibition of CDK12 and CDK13 in high-risk Group 3 medulloblastoma. J Exp Clin Cancer Res 2023; 42:214. [PMID: 37599362 PMCID: PMC10440921 DOI: 10.1186/s13046-023-02790-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 08/09/2023] [Indexed: 08/22/2023] Open
Abstract
BACKGROUND Medulloblastoma (MB) is the most common cerebellar malignancy during childhood. Among MB, MYC-amplified Group 3 tumors display the worst prognosis. MYC is an oncogenic transcription factor currently thought to be undruggable. Nevertheless, targeting MYC-dependent processes (i.e. transcription and RNA processing regulation) represents a promising approach. METHODS We have tested the sensitivity of MYC-driven Group 3 MB cells to a pool of transcription and splicing inhibitors that display a wide spectrum of targets. Among them, we focus on THZ531, an inhibitor of the transcriptional cyclin-dependent kinases (CDK) 12 and 13. High-throughput RNA-sequencing analyses followed by bioinformatics and functional analyses were carried out to elucidate the molecular mechanism(s) underlying the susceptibility of Group 3 MB to CDK12/13 chemical inhibition. Data from International Cancer Genome Consortium (ICGC) and other public databases were mined to evaluate the functional relevance of the cellular pathway/s affected by the treatment with THZ531 in Group 3 MB patients. RESULTS We found that pharmacological inhibition of CDK12/13 is highly selective for MYC-high Group 3 MB cells with respect to MYC-low MB cells. We identified a subset of genes enriched in functional terms related to the DNA damage response (DDR) that are up-regulated in Group 3 MB and repressed by CDK12/13 inhibition. Accordingly, MYC- and CDK12/13-dependent higher expression of DDR genes in Group 3 MB cells limits the toxic effects of endogenous DNA lesions in these cells. More importantly, chemical inhibition of CDK12/13 impaired the DDR and induced irreparable DNA damage exclusively in MYC-high Group 3 MB cells. The augmented sensitivity of MYC-high MB cells to CDK12/13 inhibition relies on the higher elongation rate of the RNA polymerase II in DDR genes. Lastly, combined treatments with THZ531 and DNA damage-inducing agents synergically suppressed viability of MYC-high Group 3 MB cells. CONCLUSIONS Our study demonstrates that CDK12/13 activity represents an exploitable vulnerability in MYC-high Group 3 MB and may pave the ground for new therapeutic approaches for this high-risk brain tumor.
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Affiliation(s)
- Consuelo Pitolli
- Department of Neuroscience, Section of Human Anatomy, Catholic University of the Sacred Heart, 00168, Rome, Italy
| | - Alberto Marini
- Department of Neuroscience, Section of Human Anatomy, Catholic University of the Sacred Heart, 00168, Rome, Italy
- GSTEP-Organoids Research Core Facility, IRCCS Fondazione Policlinico Universitario Agostino Gemelli, 00168, Rome, Italy
| | - Marika Guerra
- Department of Neuroscience, Section of Human Anatomy, Catholic University of the Sacred Heart, 00168, Rome, Italy
| | - Marco Pieraccioli
- Department of Neuroscience, Section of Human Anatomy, Catholic University of the Sacred Heart, 00168, Rome, Italy
- GSTEP-Organoids Research Core Facility, IRCCS Fondazione Policlinico Universitario Agostino Gemelli, 00168, Rome, Italy
| | - Veronica Marabitti
- Department of Pediatric Hemato-Oncology and Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
| | - Fernando Palluzzi
- Bioinformatics Research Core Facility, Gemelli Science and Technology Park (GSTeP), IRCCS Fondazione Policlinico Universitario Agostino Gemelli, 00168, Rome, Italy
- Present Address: Integrated Omics Department, Novo Nordisk, 2860, Søborg, Denmark
| | - Luciano Giacò
- Bioinformatics Research Core Facility, Gemelli Science and Technology Park (GSTeP), IRCCS Fondazione Policlinico Universitario Agostino Gemelli, 00168, Rome, Italy
| | - Gianpiero Tamburrini
- Department of Neuroscience, Section of Human Anatomy, Catholic University of the Sacred Heart, 00168, Rome, Italy
- Pediatric Neurosurgery, IRCCS Fondazione Policlinico Universitario Agostino Gemelli, 00168, Rome, Italy
| | - Francesco Cecconi
- Department of Pediatric Hemato-Oncology and Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
- Department of Basic Biotechnological Sciences, Intensive Care and Perioperative Clinics Research, Catholic University of the Sacred Heart, 00168, Rome, Italy
- Unit of Cell Stress and Survival, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Francesca Nazio
- Department of Pediatric Hemato-Oncology and Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
| | - Claudio Sette
- Department of Neuroscience, Section of Human Anatomy, Catholic University of the Sacred Heart, 00168, Rome, Italy.
- GSTEP-Organoids Research Core Facility, IRCCS Fondazione Policlinico Universitario Agostino Gemelli, 00168, Rome, Italy.
| | - Vittoria Pagliarini
- Department of Neuroscience, Section of Human Anatomy, Catholic University of the Sacred Heart, 00168, Rome, Italy.
- GSTEP-Organoids Research Core Facility, IRCCS Fondazione Policlinico Universitario Agostino Gemelli, 00168, Rome, Italy.
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16
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Xiao Y, Dong J. Coming of Age: Targeting Cyclin K in Cancers. Cells 2023; 12:2044. [PMID: 37626854 PMCID: PMC10453554 DOI: 10.3390/cells12162044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 08/08/2023] [Accepted: 08/09/2023] [Indexed: 08/27/2023] Open
Abstract
Cyclins and cyclin-dependent kinases (CDKs) play versatile roles in promoting the hallmarks of cancer. Therefore, cyclins and CDKs have been widely studied and targeted in cancer treatment, with four CDK4/6 inhibitors being approved by the FDA and many other inhibitors being examined in clinical trials. The specific purpose of this review is to delineate the role and therapeutic potential of Cyclin K in cancers. Studies have shown that Cyclin K regulates many essential biological processes, including the DNA damage response, mitosis, and pre-replicative complex assembly, and is critical in both cancer cell growth and therapeutic resistance. Importantly, the druggability of Cyclin K has been demonstrated in an increasing number of studies that identify novel opportunities for its use in cancer treatment. This review first introduces the basic features and translational value of human cyclins and CDKs. Next, the discovery, phosphorylation targets, and related functional significance of Cyclin K-CDK12/13 complexes in cancer are detailed. This review then provides a summary of current Cyclin K-associated cancer studies, with an emphasis on the available Cyclin K-targeting drugs. Finally, the current knowledge gaps regarding the potential of Cyclin K in cancers are discussed, along with interesting directions for future investigation.
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Affiliation(s)
| | - Jixin Dong
- Eppley Institute for Research in Cancer and Allied Diseases, Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE 68198, USA;
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17
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Gong H, Xue B, Ru J, Pei G, Li Y. Targeted Therapy for EWS-FLI1 in Ewing Sarcoma. Cancers (Basel) 2023; 15:4035. [PMID: 37627063 PMCID: PMC10452796 DOI: 10.3390/cancers15164035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2023] [Revised: 08/05/2023] [Accepted: 08/06/2023] [Indexed: 08/27/2023] Open
Abstract
Ewing sarcoma (EwS) is a rare and predominantly pediatric malignancy of bone and soft tissue in children and adolescents. Although international collaborations have greatly improved the prognosis of most EwS, the occurrence of macrometastases or relapse remains challenging. The prototypic oncogene EWS-FLI1 acts as an aberrant transcription factor that drives the cellular transformation of EwS. In addition to its involvement in RNA splicing and the DNA damage response, this chimeric protein directly binds to GGAA repeats, thereby modifying the transcriptional profile of EwS. Direct pharmacological targeting of EWS-FLI1 is difficult because of its intrinsically disordered structure. However, targeting the EWS-FLI1 protein complex or downstream pathways provides additional therapeutic options. This review describes the EWS-FLI1 protein partners and downstream pathways, as well as the related target therapies for the treatment of EwS.
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Affiliation(s)
- Helong Gong
- Department of Orthopaedic Surgery, Shengjing Hospital, China Medical University, No. 36 Sanhao Street, Heping District, Shenyang 110004, China;
| | - Busheng Xue
- Department of Hematology, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an 710061, China;
| | - Jinlong Ru
- Institute of Virology, Helmholtz Centre Munich, German Research Centre for Environmental Health, 85764 Neuherberg, Germany;
| | - Guoqing Pei
- Department of Orthopedics, Xijing Hospital, Air Force Medical University, Xi’an 710032, China;
| | - Yan Li
- Department of Orthopaedic Surgery, Shengjing Hospital, China Medical University, No. 36 Sanhao Street, Heping District, Shenyang 110004, China;
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18
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Savoy L, Long N, Lee H, Chen R, Allen B, Lin HY, Tognon C, Malhotra SV, Tyner JW, Zhang H. CDK12/13 dual inhibitors are potential therapeutics for acute myeloid leukemia. Br J Haematol 2023; 202:195-198. [PMID: 37182843 PMCID: PMC10330638 DOI: 10.1111/bjh.18843] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 04/17/2023] [Accepted: 04/23/2023] [Indexed: 05/16/2023]
Affiliation(s)
- Lindsey Savoy
- Division of Oncological Sciences, Oregon Health & Science University, Knight Cancer Institute, Portland, OR
| | - Nicola Long
- Division of Hematology and Medical Oncology, Oregon Health & Science University, Knight Cancer Institute, Portland, OR
| | - Hyunjung Lee
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Knight Cancer Institute, Portland, OR
| | - Reid Chen
- Division of Oncological Sciences, Oregon Health & Science University, Knight Cancer Institute, Portland, OR
| | - Basil Allen
- Division of Oncological Sciences, Oregon Health & Science University, Knight Cancer Institute, Portland, OR
| | - Hsin-Yun Lin
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Knight Cancer Institute, Portland, OR
| | - Cristina Tognon
- Division of Hematology and Medical Oncology, Oregon Health & Science University, Knight Cancer Institute, Portland, OR
| | - Sanjay V. Malhotra
- Center for Experimental Therapeutics, Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Knight Cancer Institute, Portland, OR
| | - Jeffrey W. Tyner
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Knight Cancer Institute, Portland, OR
| | - Haijiao Zhang
- Division of Oncological Sciences, Oregon Health & Science University, Knight Cancer Institute, Portland, OR
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19
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Araki S, Ohori M, Yugami M. Targeting pre-mRNA splicing in cancers: roles, inhibitors, and therapeutic opportunities. Front Oncol 2023; 13:1152087. [PMID: 37342192 PMCID: PMC10277747 DOI: 10.3389/fonc.2023.1152087] [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: 01/27/2023] [Accepted: 05/09/2023] [Indexed: 06/22/2023] Open
Abstract
Accumulating evidence has indicated that pre-mRNA splicing plays critical roles in a variety of physiological processes, including development of multiple diseases. In particular, alternative splicing is profoundly involved in cancer progression through abnormal expression or mutation of splicing factors. Small-molecule splicing modulators have recently attracted considerable attention as a novel class of cancer therapeutics, and several splicing modulators are currently being developed for the treatment of patients with various cancers and are in the clinical trial stage. Novel molecular mechanisms modulating alternative splicing have proven to be effective for treating cancer cells resistant to conventional anticancer drugs. Furthermore, molecular mechanism-based combination strategies and patient stratification strategies for cancer treatment targeting pre-mRNA splicing must be considered for cancer therapy in the future. This review summarizes recent progress in the relationship between druggable splicing-related molecules and cancer, highlights small-molecule splicing modulators, and discusses future perspectives of splicing modulation for personalized and combination therapies in cancer treatment.
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20
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Qiu M, Yin Z, Wang H, Lei L, Li C, Cui Y, Dai R, Yang P, Xiang Y, Li Q, Lv J, Hu Z, Chen M, Zhou HB, Fang P, Xiao R, Liang K. CDK12 and Integrator-PP2A complex modulates LEO1 phosphorylation for processive transcription elongation. SCIENCE ADVANCES 2023; 9:eadf8698. [PMID: 37205756 DOI: 10.1126/sciadv.adf8698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 04/17/2023] [Indexed: 05/21/2023]
Abstract
Cyclin-dependent kinase 12 (CDK12) interacts with cyclin K to form a functional nuclear kinase that promotes processive transcription elongation through phosphorylation of the C-terminal domain of RNA polymerase II (Pol II). To gain a comprehensive understanding of CDK12's cellular function, we used chemical genetic and phosphoproteomic screening to identify a landscape of nuclear human CDK12 substrates, including regulators of transcription, chromatin organization, and RNA splicing. We further validated LEO1, a subunit of the polymerase-associated factor 1 complex (PAF1C), as a bona fide cellular substrate of CDK12. Acute depletion of LEO1, or substituting LEO1 phosphorylation sites with alanine, attenuated PAF1C association with elongating Pol II and impaired processive transcription elongation. Moreover, we discovered that LEO1 interacts with and is dephosphorylated by the Integrator-PP2A complex (INTAC) and that INTAC depletion promotes the association of PAF1C with Pol II. Together, this study reveals an uncharacterized role for CDK12 and INTAC in regulating LEO1 phosphorylation, providing important insights into gene transcription and its regulation.
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Affiliation(s)
- Min Qiu
- Hubei Province Key Laboratory of Allergy and Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan 430071, China
| | - Zhinang Yin
- Hubei Province Key Laboratory of Allergy and Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan 430071, China
| | - Honghong Wang
- Hubei Province Key Laboratory of Allergy and Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan 430071, China
| | - Lingyu Lei
- Hubei Province Key Laboratory of Allergy and Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan 430071, China
| | - Conghui Li
- Hubei Province Key Laboratory of Allergy and Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan 430071, China
| | - Yali Cui
- Hubei Province Key Laboratory of Allergy and Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan 430071, China
| | - Rong Dai
- Hubei Province Key Laboratory of Allergy and Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan 430071, China
| | - Peiyuan Yang
- Hubei Province Key Laboratory of Allergy and Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan 430071, China
| | - Ying Xiang
- Hubei Province Key Laboratory of Allergy and Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan 430071, China
| | - Qiuzi Li
- Hubei Province Key Laboratory of Allergy and Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan 430071, China
| | - Junhui Lv
- Hubei Province Key Laboratory of Allergy and Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan 430071, China
| | - Zhuang Hu
- State Key Laboratory of Virology, Frontier Science Center for Immunology and Metabolism, Hubei Province Engineering and Technology Research Center for Fluorinated Pharmaceuticals, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
| | - Min Chen
- Department of Rheumatology and Immunology, Zhongnan Hospital, Wuhan University, Wuhan 430071, China
| | - Hai-Bing Zhou
- State Key Laboratory of Virology, Frontier Science Center for Immunology and Metabolism, Hubei Province Engineering and Technology Research Center for Fluorinated Pharmaceuticals, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
| | - Pingping Fang
- Hubei Province Key Laboratory of Allergy and Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan 430071, China
| | - Ruijing Xiao
- Hubei Province Key Laboratory of Allergy and Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan 430071, China
| | - Kaiwei Liang
- Hubei Province Key Laboratory of Allergy and Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan 430071, China
- TaiKang Center for Life and Medical Sciences, TaiKang Medical School, Wuhan University, Wuhan 430071, China
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21
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van der Noord VE, van der Stel W, Louwerens G, Verhoeven D, Kuiken HJ, Lieftink C, Grandits M, Ecker GF, Beijersbergen RL, Bouwman P, Le Dévédec SE, van de Water B. Systematic screening identifies ABCG2 as critical factor underlying synergy of kinase inhibitors with transcriptional CDK inhibitors. Breast Cancer Res 2023; 25:51. [PMID: 37147730 PMCID: PMC10161439 DOI: 10.1186/s13058-023-01648-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 04/07/2023] [Indexed: 05/07/2023] Open
Abstract
BACKGROUND Triple-negative breast cancer (TNBC) is a subtype of breast cancer with limited treatment options and poor clinical prognosis. Inhibitors of transcriptional CDKs are currently under thorough investigation for application in the treatment of multiple cancer types, including breast cancer. These studies have raised interest in combining these inhibitors, including CDK12/13 inhibitor THZ531, with a variety of other anti-cancer agents. However, the full scope of these potential synergistic interactions of transcriptional CDK inhibitors with kinase inhibitors has not been systematically investigated. Moreover, the mechanisms behind these previously described synergistic interactions remain largely elusive. METHODS Kinase inhibitor combination screenings were performed to identify kinase inhibitors that synergize with CDK7 inhibitor THZ1 and CDK12/13 inhibitor THZ531 in TNBC cell lines. CRISPR-Cas9 knockout screening and transcriptomic evaluation of resistant versus sensitive cell lines were performed to identify genes critical for THZ531 resistance. RNA sequencing analysis after treatment with individual and combined synergistic treatments was performed to gain further insights into the mechanism of this synergy. Kinase inhibitor screening in combination with visualization of ABCG2-substrate pheophorbide A was used to identify kinase inhibitors that inhibit ABCG2. Multiple transcriptional CDK inhibitors were evaluated to extend the significance of the found mechanism to other transcriptional CDK inhibitors. RESULTS We show that a very high number of tyrosine kinase inhibitors synergize with the CDK12/13 inhibitor THZ531. Yet, we identified the multidrug transporter ABCG2 as key determinant of THZ531 resistance in TNBC cells. Mechanistically, we demonstrate that most synergistic kinase inhibitors block ABCG2 function, thereby sensitizing cells to transcriptional CDK inhibitors, including THZ531. Accordingly, these kinase inhibitors potentiate the effects of THZ531, disrupting gene expression and increasing intronic polyadenylation. CONCLUSION Overall, this study demonstrates the critical role of ABCG2 in limiting the efficacy of transcriptional CDK inhibitors and identifies multiple kinase inhibitors that disrupt ABCG2 transporter function and thereby synergize with these CDK inhibitors. These findings therefore further facilitate the development of new (combination) therapies targeting transcriptional CDKs and highlight the importance of evaluating the role of ABC transporters in synergistic drug-drug interactions in general.
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Affiliation(s)
- Vera E van der Noord
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333 CC, Leiden, The Netherlands
| | - Wanda van der Stel
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333 CC, Leiden, The Netherlands
| | - Gijs Louwerens
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333 CC, Leiden, The Netherlands
| | - Danielle Verhoeven
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333 CC, Leiden, The Netherlands
| | - Hendrik J Kuiken
- Division of Molecular Carcinogenesis, The NKI Robotics and Screening Center, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Cor Lieftink
- Division of Molecular Carcinogenesis, The NKI Robotics and Screening Center, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Melanie Grandits
- Department of Pharmaceutical Sciences, University of Vienna, Vienna, Austria
| | - Gerhard F Ecker
- Department of Pharmaceutical Sciences, University of Vienna, Vienna, Austria
| | - Roderick L Beijersbergen
- Division of Molecular Carcinogenesis, The NKI Robotics and Screening Center, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Peter Bouwman
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333 CC, Leiden, The Netherlands
| | - Sylvia E Le Dévédec
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333 CC, Leiden, The Netherlands
| | - Bob van de Water
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333 CC, Leiden, The Netherlands.
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22
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Wood GE, Graves LA, Rubin EM, Reed DR, Riedel RF, Strauss SJ. Bad to the Bone: Emerging Approaches to Aggressive Bone Sarcomas. Am Soc Clin Oncol Educ Book 2023; 43:e390306. [PMID: 37220319 DOI: 10.1200/edbk_390306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Bone sarcomas are rare heterogeneous tumors that affect patients of all ages including children, adolescent young adults, and older adults. They include many aggressive subtypes and patient groups with poor outcomes, poor access to clinical trials, and lack of defined standard therapeutic strategies. Conventional chondrosarcoma remains a surgical disease, with no defined role for cytotoxic therapy and no approved targeted systemic therapies. Here, we discuss promising novel targets and strategies undergoing evaluation in clinical trials. Multiagent chemotherapy has greatly improved outcomes for patients with Ewing sarcoma (ES) and osteosarcoma, but management of those with high-risk or recurrent disease remains challenging and controversial. We describe the impact of international collaborative trials, such as the rEECur study, that aim to define optimal treatment strategies for those with recurrent, refractory ES, and evidence for high-dose chemotherapy with stem-cell support. We also discuss current and emerging strategies for other small round cell sarcomas, such as CIC-rearranged, BCOR-rearranged tumors, and the evaluation of emerging novel therapeutics and trial designs that may offer a new paradigm to improve survival in these aggressive tumors with notoriously bad (to the bone) outcomes.
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Affiliation(s)
- Georgina E Wood
- Department of Oncology, University College London Hospitals NHS Trust, UCL Cancer Institute, London, United Kingdom
| | - Laurie A Graves
- Division of Hematology/Oncology, Department of Pediatrics, Duke University, Durham, NC
| | - Elyssa M Rubin
- Division of Oncology, Children's Hospital of Orange County, Orange, CA
| | - Damon R Reed
- Department of Individualized Cancer Management, Moffitt Cancer Center, Tampa, FL
| | - Richard F Riedel
- Division of Medical Oncology, Department of Medicine, Duke Cancer Institute, Durham, NC
| | - Sandra J Strauss
- Department of Oncology, University College London Hospitals NHS Trust, UCL Cancer Institute, London, United Kingdom
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23
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Liu S, Wu J, Lu X, Guo C, Zheng Q, Wang Y, Hu Q, Bian S, Luo L, Cheng Q, Liu Z, Dai W. Targeting CDK12 obviates the malignant phenotypes of colorectal cancer through the Wnt/β-catenin signaling pathway. Exp Cell Res 2023; 428:113613. [PMID: 37100369 DOI: 10.1016/j.yexcr.2023.113613] [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: 12/22/2022] [Revised: 04/06/2023] [Accepted: 04/22/2023] [Indexed: 04/28/2023]
Abstract
Colorectal cancer (CRC) is the second most common cause of cancer-related mortality and lies third in terms of morbidity due to the limited number of effective druggable targets. Since cancer stem cells (CSCs) are considered to be one of the roots of tumorigenesis, outgrowth and metastasis, targeting CSCs may be a promising strategy to reverse the malignant phenotypes of CRC. Cyclin-dependent kinase 12 (CDK12) has been reported to be involved in the self-renewal of CSCs in various cancers, rendering it an attractive potential target against CSCs to consequently limit the malignant phenotypes in CRC. In the present study, we aimed to investigate whether CDK12 can be a potential therapeutic target for patients with CRC and clarify its underlying mechanism. We found that CDK12, but not CDK13 is required for CRC survival. CDK12 was found to drive tumor initiation according to the colitis-associated colorectal cancer mouse model. In addition, CDK12 promoted CRC outgrowth and hepatic metastasis in the subcutaneous allograft and liver metastasis mouse models, respectively. In particular, CDK12 was able to induce the self-renewal of CRC CSCs. Mechanistically, the activation of Wnt/β-catenin signaling mediated by CDK12 was implicated in stemness regulation and malignant phenotype maintenance. These findings indicate that CDK12 is a candidate druggable target in CRC. Therefore, the CDK12 inhibitor SR-4835 warrants clinical trial testing in patients with CRC.
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Affiliation(s)
- Shenglan Liu
- School of Pharmacy, Gannan Medical University, Ganzhou, 341000, China
| | - Junhong Wu
- School of Pharmacy, Gannan Medical University, Ganzhou, 341000, China
| | - Xiaolu Lu
- School of Pharmacy, Gannan Medical University, Ganzhou, 341000, China
| | - Caiyao Guo
- School of Rehabilitation Medicine, Gannan Medical University, Ganzhou, 341000, China
| | - Qisheng Zheng
- School of Pharmacy, Gannan Medical University, Ganzhou, 341000, China
| | - Yu Wang
- School of Rehabilitation Medicine, Gannan Medical University, Ganzhou, 341000, China
| | - Qiao Hu
- School of Pharmacy, Gannan Medical University, Ganzhou, 341000, China
| | - Shuigen Bian
- Department of Pharmacy, First Affiliated Hospital of Gannan Medical University, Ganzhou, 341000, China
| | - Li Luo
- Department of Pharmacy, First Affiliated Hospital of Gannan Medical University, Ganzhou, 341000, China
| | - Qilai Cheng
- School of Pharmacy, Gannan Medical University, Ganzhou, 341000, China
| | - Zhiping Liu
- School of Basic Medicine, Gannan Medical University, Ganzhou, 341000, China.
| | - Wei Dai
- School of Pharmacy, Gannan Medical University, Ganzhou, 341000, China.
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24
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Candido MF, Medeiros M, Veronez LC, Bastos D, Oliveira KL, Pezuk JA, Valera ET, Brassesco MS. Drugging Hijacked Kinase Pathways in Pediatric Oncology: Opportunities and Current Scenario. Pharmaceutics 2023; 15:pharmaceutics15020664. [PMID: 36839989 PMCID: PMC9966033 DOI: 10.3390/pharmaceutics15020664] [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: 12/15/2022] [Revised: 02/09/2023] [Accepted: 02/10/2023] [Indexed: 02/18/2023] Open
Abstract
Childhood cancer is considered rare, corresponding to ~3% of all malignant neoplasms in the human population. The World Health Organization (WHO) reports a universal occurrence of more than 15 cases per 100,000 inhabitants around the globe, and despite improvements in diagnosis, treatment and supportive care, one child dies of cancer every 3 min. Consequently, more efficient, selective and affordable therapeutics are still needed in order to improve outcomes and avoid long-term sequelae. Alterations in kinases' functionality is a trademark of cancer and the concept of exploiting them as drug targets has burgeoned in academia and in the pharmaceutical industry of the 21st century. Consequently, an increasing plethora of inhibitors has emerged. In the present study, the expression patterns of a selected group of kinases (including tyrosine receptors, members of the PI3K/AKT/mTOR and MAPK pathways, coordinators of cell cycle progression, and chromosome segregation) and their correlation with clinical outcomes in pediatric solid tumors were accessed through the R2: Genomics Analysis and Visualization Platform and by a thorough search of published literature. To further illustrate the importance of kinase dysregulation in the pathophysiology of pediatric cancer, we analyzed the vulnerability of different cancer cell lines against their inhibition through the Cancer Dependency Map portal, and performed a search for kinase-targeted compounds with approval and clinical applicability through the CanSAR knowledgebase. Finally, we provide a detailed literature review of a considerable set of small molecules that mitigate kinase activity under experimental testing and clinical trials for the treatment of pediatric tumors, while discuss critical challenges that must be overcome before translation into clinical options, including the absence of compounds designed specifically for childhood tumors which often show differential mutational burdens, intrinsic and acquired resistance, lack of selectivity and adverse effects on a growing organism.
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Affiliation(s)
- Marina Ferreira Candido
- Department of Cell Biology, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto 14049-900, SP, Brazil
| | - Mariana Medeiros
- Regional Blood Center, University of São Paulo, Ribeirão Preto 14049-900, SP, Brazil
| | - Luciana Chain Veronez
- Department of Pediatrics, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto 14049-900, SP, Brazil
| | - David Bastos
- Department of Biology, Faculty of Philosophy, Sciences and Letters at Ribeirão Preto, University of São Paulo, Ribeirão Preto 14040-901, SP, Brazil
| | - Karla Laissa Oliveira
- Department of Biology, Faculty of Philosophy, Sciences and Letters at Ribeirão Preto, University of São Paulo, Ribeirão Preto 14040-901, SP, Brazil
| | - Julia Alejandra Pezuk
- Departament of Biotechnology and Innovation, Anhanguera University of São Paulo, UNIAN/SP, São Paulo 04119-001, SP, Brazil
| | - Elvis Terci Valera
- Department of Pediatrics, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto 14049-900, SP, Brazil
| | - María Sol Brassesco
- Departament of Biotechnology and Innovation, Anhanguera University of São Paulo, UNIAN/SP, São Paulo 04119-001, SP, Brazil
- Correspondence: ; Tel.: +55-16-3315-9144; Fax: +55-16-3315-4886
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25
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Grissenberger S, Sturtzel C, Wenninger-Weinzierl A, Radic-Sarikas B, Scheuringer E, Bierbaumer L, Etienne V, Némati F, Pascoal S, Tötzl M, Tomazou EM, Metzelder M, Putz EM, Decaudin D, Delattre O, Surdez D, Kovar H, Halbritter F, Distel M. High-content drug screening in zebrafish xenografts reveals high efficacy of dual MCL-1/BCL-X L inhibition against Ewing sarcoma. Cancer Lett 2023; 554:216028. [PMID: 36462556 DOI: 10.1016/j.canlet.2022.216028] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 11/17/2022] [Accepted: 11/28/2022] [Indexed: 12/03/2022]
Abstract
Ewing sarcoma is a pediatric bone and soft tissue cancer with an urgent need for new therapies to improve disease outcome. To identify effective drugs, phenotypic drug screening has proven to be a powerful method, but achievable throughput in mouse xenografts, the preclinical Ewing sarcoma standard model, is limited. Here, we explored the use of xenografts in zebrafish for high-throughput drug screening to discover new combination therapies for Ewing sarcoma. We subjected xenografts in zebrafish larvae to high-content imaging and subsequent automated tumor size analysis to screen single agents and compound combinations. We identified three drug combinations effective against Ewing sarcoma cells: Irinotecan combined with either an MCL-1 or an BCL-XL inhibitor and in particular dual inhibition of the anti-apoptotic proteins MCL-1 and BCL-XL, which efficiently eradicated tumor cells in zebrafish xenografts. We confirmed enhanced efficacy of dual MCL-1/BCL-XL inhibition compared to single agents in a mouse PDX model. In conclusion, high-content screening of small compounds on Ewing sarcoma zebrafish xenografts identified dual MCL-1/BCL-XL targeting as a specific vulnerability and promising therapeutic strategy for Ewing sarcoma, which warrants further investigation towards clinical application.
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Affiliation(s)
| | - Caterina Sturtzel
- St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria; Zebrafish Platform Austria for Preclinical Drug Screening (ZANDR), Vienna, Austria
| | - Andrea Wenninger-Weinzierl
- St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria; Zebrafish Platform Austria for Preclinical Drug Screening (ZANDR), Vienna, Austria
| | - Branka Radic-Sarikas
- St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria; Department of Pediatric Surgery, Medical University of Vienna, Vienna, Austria
| | - Eva Scheuringer
- St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria; Zebrafish Platform Austria for Preclinical Drug Screening (ZANDR), Vienna, Austria
| | - Lisa Bierbaumer
- St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria
| | - Vesnie Etienne
- Laboratory of Preclinical Investigation, Department of Translational Research, Institut Curie, PSL University, Paris, France
| | - Fariba Némati
- Laboratory of Preclinical Investigation, Department of Translational Research, Institut Curie, PSL University, Paris, France
| | - Susana Pascoal
- St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria; Zebrafish Platform Austria for Preclinical Drug Screening (ZANDR), Vienna, Austria
| | - Marcus Tötzl
- St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria
| | - Eleni M Tomazou
- St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria
| | - Martin Metzelder
- Department of Pediatric Surgery, Medical University of Vienna, Vienna, Austria
| | - Eva M Putz
- St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria
| | - Didier Decaudin
- Laboratory of Preclinical Investigation, Department of Translational Research, Institut Curie, PSL University, Paris, France; Department of Medical Oncology, Institut Curie Research Centre, Paris, France
| | - Olivier Delattre
- INSERM U830, Équipe Labellisée LNCC, Diversity and Plasticity of Childhood Tumors Lab, PSL Research University, SIREDO Oncology Centre, Institut Curie Research Centre, Paris, France
| | - Didier Surdez
- INSERM U830, Équipe Labellisée LNCC, Diversity and Plasticity of Childhood Tumors Lab, PSL Research University, SIREDO Oncology Centre, Institut Curie Research Centre, Paris, France; Balgrist University Hospital, Faculty of Medicine, University of Zurich (UZH), Zurich, Switzerland
| | - Heinrich Kovar
- St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria; Dept. Pediatrics, Medical University Vienna, Vienna, Austria
| | | | - Martin Distel
- St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria; Zebrafish Platform Austria for Preclinical Drug Screening (ZANDR), Vienna, Austria.
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26
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Wu W, Yu S, Yu X. Transcription-associated cyclin-dependent kinase 12 (CDK12) as a potential target for cancer therapy. Biochim Biophys Acta Rev Cancer 2023; 1878:188842. [PMID: 36460141 DOI: 10.1016/j.bbcan.2022.188842] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 11/24/2022] [Accepted: 11/25/2022] [Indexed: 12/05/2022]
Abstract
Cyclin-dependent kinase 12 (CDK12), a transcription-related cyclin dependent kinase (CDK), plays a momentous part in multitudinous biological functions, such as replication, transcription initiation to elongation and termination, precursor mRNA (pre-mRNA) splicing, intron polyadenylation (IPA), and translation. CDK12 can act as a tumour suppressor or oncogene in disparate cellular environments, and its dysregulation likely provokes tumorigenesis. A comprehensive understanding of CDK12 will tremendously facilitate the exploitation of novel tactics for the treatment and precaution of cancer. Currently, CDK12 inhibitors are nonspecific and nonselective, which profoundly hinders the pharmacological target validation and drug exploitation process. Herein, we summarize the newly comprehension of the biological functions of CDK12 with a focus on recently emerged advancements of CDK12-associated therapeutic approaches in cancers.
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Affiliation(s)
- Wence Wu
- Departments of Orthopedics, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China; Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China; State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China; Beijing Key Laboratory for Carcinogenesis and Cancer Prevention, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Shengji Yu
- Departments of Orthopedics, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Xiying Yu
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China; State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China; Beijing Key Laboratory for Carcinogenesis and Cancer Prevention, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
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27
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Donovan MG, Galbraith MD, Espinosa JM. Multi-omics investigation reveals functional specialization of transcriptional cyclin dependent kinases in cancer biology. Sci Rep 2022; 12:22505. [PMID: 36577800 PMCID: PMC9797569 DOI: 10.1038/s41598-022-26860-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Accepted: 12/21/2022] [Indexed: 12/30/2022] Open
Abstract
Transcriptional addiction is recognized as a valid therapeutic target in cancer, whereby the dependency of cancer cells on oncogenic transcriptional regulators may be pharmacologically exploited. However, a comprehensive understanding of the key factors within the transcriptional machinery that might afford a useful therapeutic window remains elusive. Herein, we present a cross-omics investigation into the functional specialization of the transcriptional cyclin dependent kinases (tCDKs) through analysis of high-content genetic dependency, gene expression, patient survival, and drug response datasets. This analysis revealed specialization among tCDKs in terms of contributions to cancer cell fitness, clinical prognosis, and interaction with oncogenic signaling pathways. CDK7 and CDK9 stand out as the most relevant targets, albeit through distinct mechanisms of oncogenicity and context-dependent contributions to cancer survival and drug sensitivity. Genetic ablation of CDK9, but not CDK7, mimics the effect on cell viability the loss of key components of the transcriptional machinery. Pathway analysis of genetic co-dependency and drug sensitivity data show CDK7 and CDK9 have distinct relationships with major oncogenic signatures, including MYC and E2F targets, oxidative phosphorylation, and the unfolded protein response. Altogether, these results inform the improved design of therapeutic strategies targeting tCDKs in cancer.
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Affiliation(s)
- Micah G Donovan
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Linda Crnic Institute for Down Syndrome, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Matthew D Galbraith
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Linda Crnic Institute for Down Syndrome, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Joaquin M Espinosa
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
- Linda Crnic Institute for Down Syndrome, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
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28
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Zatzman M, Fuligni F, Ripsman R, Suwal T, Comitani F, Edward LM, Denroche R, Jang GH, Notta F, Gallinger S, Selvanathan SP, Toretsky JA, Hellmann MD, Tabori U, Huang A, Shlien A. Widespread hypertranscription in aggressive human cancers. SCIENCE ADVANCES 2022; 8:eabn0238. [PMID: 36417526 PMCID: PMC9683723 DOI: 10.1126/sciadv.abn0238] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 10/07/2022] [Indexed: 05/10/2023]
Abstract
Cancers are often defined by the dysregulation of specific transcriptional programs; however, the importance of global transcriptional changes is less understood. Hypertranscription is the genome-wide increase in RNA output. Hypertranscription's prevalence, underlying drivers, and prognostic significance are undefined in primary human cancer. This is due, in part, to limitations of expression profiling methods, which assume equal RNA output between samples. Here, we developed a computational method to directly measure hypertranscription in 7494 human tumors, spanning 31 cancer types. Hypertranscription is ubiquitous across cancer, especially in aggressive disease. It defines patient subgroups with worse survival, even within well-established subtypes. Our data suggest that loss of transcriptional suppression underpins the hypertranscriptional phenotype. Single-cell analysis reveals hypertranscriptional clones, which dominate transcript production regardless of their size. Last, patients with hypertranscribed mutations have improved response to immune checkpoint therapy. Our results provide fundamental insights into gene dysregulation across human cancers and may prove useful in identifying patients who would benefit from novel therapies.
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Affiliation(s)
- Matthew Zatzman
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Fabio Fuligni
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Ryan Ripsman
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Tannu Suwal
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Federico Comitani
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Lisa-Monique Edward
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Rob Denroche
- PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Gun Ho Jang
- PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Faiyaz Notta
- PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Steven Gallinger
- PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, Ontario, Canada
- Wallace McCain Centre for Pancreatic Cancer, Department of Medical Oncology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Ontario, Canada
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
- Hepatobiliary/Pancreatic Surgical Oncology Program, University Health Network, Toronto, Ontario, Canada
| | | | - Jeffrey A. Toretsky
- Departments of Oncology and Pediatrics, Georgetown University, Washington, DC 20057, USA
| | - Matthew D. Hellmann
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Uri Tabori
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, Ontario, Canada
- Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Annie Huang
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, Ontario, Canada
- Division of Hematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Adam Shlien
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Paediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
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29
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Houles T, Lavoie G, Nourreddine S, Cheung W, Vaillancourt-Jean É, Guérin CM, Bouttier M, Grondin B, Lin S, Saba-El-Leil MK, Angers S, Meloche S, Roux PP. CDK12 is hyperactivated and a synthetic-lethal target in BRAF-mutated melanoma. Nat Commun 2022; 13:6457. [PMID: 36309522 PMCID: PMC9617877 DOI: 10.1038/s41467-022-34179-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Accepted: 10/13/2022] [Indexed: 12/25/2022] Open
Abstract
Melanoma is the deadliest form of skin cancer and considered intrinsically resistant to chemotherapy. Nearly all melanomas harbor mutations that activate the RAS/mitogen-activated protein kinase (MAPK) pathway, which contributes to drug resistance via poorly described mechanisms. Herein we show that the RAS/MAPK pathway regulates the activity of cyclin-dependent kinase 12 (CDK12), which is a transcriptional CDK required for genomic stability. We find that melanoma cells harbor constitutively high CDK12 activity, and that its inhibition decreases the expression of long genes containing multiple exons, including many genes involved in DNA repair. Conversely, our results show that CDK12 inhibition promotes the expression of short genes with few exons, including many growth-promoting genes regulated by the AP-1 and NF-κB transcription factors. Inhibition of these pathways strongly synergize with CDK12 inhibitors to suppress melanoma growth, suggesting promising drug combinations for more effective melanoma treatment.
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Affiliation(s)
- Thibault Houles
- grid.14848.310000 0001 2292 3357Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Montreal, 2950, Chemin de la Polytechnique, Montréal, QC H3T 1J4 Canada
| | - Geneviève Lavoie
- grid.14848.310000 0001 2292 3357Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Montreal, 2950, Chemin de la Polytechnique, Montréal, QC H3T 1J4 Canada
| | - Sami Nourreddine
- grid.14848.310000 0001 2292 3357Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Montreal, 2950, Chemin de la Polytechnique, Montréal, QC H3T 1J4 Canada ,grid.266100.30000 0001 2107 4242Present Address: Department of Bioengineering, University of California, San Diego, San Diego, CA USA
| | - Winnie Cheung
- grid.14848.310000 0001 2292 3357Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Montreal, 2950, Chemin de la Polytechnique, Montréal, QC H3T 1J4 Canada
| | - Éric Vaillancourt-Jean
- grid.14848.310000 0001 2292 3357Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Montreal, 2950, Chemin de la Polytechnique, Montréal, QC H3T 1J4 Canada
| | - Célia M. Guérin
- grid.14848.310000 0001 2292 3357Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Montreal, 2950, Chemin de la Polytechnique, Montréal, QC H3T 1J4 Canada
| | - Mathieu Bouttier
- grid.14848.310000 0001 2292 3357Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Montreal, 2950, Chemin de la Polytechnique, Montréal, QC H3T 1J4 Canada
| | - Benoit Grondin
- grid.14848.310000 0001 2292 3357Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Montreal, 2950, Chemin de la Polytechnique, Montréal, QC H3T 1J4 Canada ,grid.38678.320000 0001 2181 0211Present Address: Department of Biological Sciences, Université du Québec à Montréal, Montreal, QC Canada
| | - Sichun Lin
- grid.17063.330000 0001 2157 2938Donnelly Centre for Cellular & Biomolecular Research, Temerty Faculty of Medicine, University of Toronto, Toronto, ON Canada
| | - Marc K. Saba-El-Leil
- grid.14848.310000 0001 2292 3357Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Montreal, 2950, Chemin de la Polytechnique, Montréal, QC H3T 1J4 Canada
| | - Stephane Angers
- grid.17063.330000 0001 2157 2938Donnelly Centre for Cellular & Biomolecular Research, Temerty Faculty of Medicine, University of Toronto, Toronto, ON Canada ,grid.17063.330000 0001 2157 2938Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON Canada ,grid.17063.330000 0001 2157 2938Department of Biochemistry, Temerty Faculty of Medicine, University of Toronto, Toronto, ON Canada
| | - Sylvain Meloche
- grid.14848.310000 0001 2292 3357Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Montreal, 2950, Chemin de la Polytechnique, Montréal, QC H3T 1J4 Canada ,grid.14848.310000 0001 2292 3357Department of Pharmacology and Physiology, Faculty of Medicine, Université de Montréal, Montreal, QC Canada
| | - Philippe P. Roux
- grid.14848.310000 0001 2292 3357Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Montreal, 2950, Chemin de la Polytechnique, Montréal, QC H3T 1J4 Canada ,grid.14848.310000 0001 2292 3357Department of Pathology and Cell Biology, Faculty of Medicine, Université de Montréal, Montreal, QC Canada
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30
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Coelho R, Tozzi A, Disler M, Lombardo F, Fedier A, López MN, Freuler F, Jacob F, Heinzelmann-Schwarz V. Overlapping gene dependencies for PARP inhibitors and carboplatin response identified by functional CRISPR-Cas9 screening in ovarian cancer. Cell Death Dis 2022; 13:909. [PMID: 36307400 PMCID: PMC9616819 DOI: 10.1038/s41419-022-05347-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 10/11/2022] [Accepted: 10/13/2022] [Indexed: 11/23/2022]
Abstract
PARP inhibitors (PARPi) have revolutionized the therapeutic landscape of epithelial ovarian cancer (EOC) treatment with outstanding benefits in regard to progression-free survival, especially in patients either carrying BRCA1/2 mutations or harboring defects in the homologous recombination repair system. Yet, it remains uncertain which PARPi to apply and how to predict responders when platinum sensitivity is unknown. To shed light on the predictive power of genes previously suggested to be associated with PARPi response, we systematically reviewed the literature and identified 79 publications investigating a total of 93 genes. The top candidate genes were further tested using a comprehensive CRISPR-Cas9 mutagenesis screening in combination with olaparib treatment. Therefore, we generated six constitutive Cas9+ EOC cell lines and profiled 33 genes in a CRISPR-Cas9 cell competition assay using non-essential (AAVS1) and essential (RPA3 and PCNA) genes for cell fitness as negative and positive controls, respectively. We identified only ATM, MUS81, NBN, BRCA2, and RAD51B as predictive markers for olaparib response. As the major survival benefit of PARPi treatment was reported in platinum-sensitive tumors, we next assessed nine top candidate genes in combination with three PARPi and carboplatin. Interestingly, we observed similar dropout rates in a gene and compound independent manner, supporting the strong correlation of cancer cell response to compounds that rely on DNA repair for their effectiveness. In addition, we report on CDK12 as a common vulnerability for EOC cell survival and proliferation without altering the olaparib response, highlighting its potential as a therapeutic target in EOC.
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Affiliation(s)
- Ricardo Coelho
- grid.410567.1Ovarian Cancer Research, Department of Biomedicine, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Alessandra Tozzi
- grid.410567.1Ovarian Cancer Research, Department of Biomedicine, University Hospital Basel and University of Basel, Basel, Switzerland ,grid.410567.1Hospital for Women, University Hospital Basel, Basel, Switzerland
| | - Muriel Disler
- grid.410567.1Ovarian Cancer Research, Department of Biomedicine, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Flavio Lombardo
- grid.410567.1Ovarian Cancer Research, Department of Biomedicine, University Hospital Basel and University of Basel, Basel, Switzerland
| | - André Fedier
- grid.410567.1Ovarian Cancer Research, Department of Biomedicine, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Mónica Núñez López
- grid.410567.1Ovarian Cancer Research, Department of Biomedicine, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Florian Freuler
- grid.410567.1Ovarian Cancer Research, Department of Biomedicine, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Francis Jacob
- grid.410567.1Ovarian Cancer Research, Department of Biomedicine, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Viola Heinzelmann-Schwarz
- grid.410567.1Ovarian Cancer Research, Department of Biomedicine, University Hospital Basel and University of Basel, Basel, Switzerland ,grid.410567.1Hospital for Women, University Hospital Basel, Basel, Switzerland
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31
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Dai W, Wu J, Peng X, Hou W, Huang H, Cheng Q, Liu Z, Luyten W, Schoofs L, Zhou J, Liu S. CDK12 orchestrates super-enhancer-associated CCDC137 transcription to direct hepatic metastasis in colorectal cancer. Clin Transl Med 2022; 12:e1087. [PMID: 36254394 PMCID: PMC9577262 DOI: 10.1002/ctm2.1087] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Revised: 09/22/2022] [Accepted: 09/29/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Hepatic metastasis is the primary and direct cause of death in individuals with colorectal cancer (CRC) attribute to lack of effective therapeutic targets. The present study aimed to identify potential druggable candidate targets for patients with liver metastatic CRC. METHODS The transcriptional profiles of super-enhancers (SEs) in primary and liver metastatic CRC were evaluated in publicly accessible CRC datasets. Immunohistochemistry of human CRC tissues was conducted to determine the expression level of CDK12. Cellular proliferation, survival and stemness were examined upon CDK12 inhibition by shCDK12 or a selective CDK12 inhibitor named SR-4835 with multiple in vitro and in vivo assays. RNA sequencing and bioinformatics analyses were carried out to investigate the mechanisms of CDK12 inhibition in CRC cells. RESULTS We identified CDK12 as a driver gene for direct hepatic metastasis in CRC. Suppression of CDK12 led to robust inhibition of proliferation, survival and stemness. Mechanistically, CDK12 intervention preferentially repressed the transcription of SE-associated genes. Integration of the SE landscape and RNA sequencing, BCL2L1 and CCDC137 were identified as SE-associated oncogenic genes to strengthen the abilities of cellular survival, proliferation and stemness, eventually increasing liver metastasis of CRC. CONCLUSIONS Our data highlight the potential of CDK12 and SE-associated oncogenic transcripts as therapeutic targets for patients with liver metastatic CRC.
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Affiliation(s)
- Wei Dai
- School of PharmacyGannan Medical UniversityGanzhouJiangxiChina
| | - Junhong Wu
- School of PharmacyGannan Medical UniversityGanzhouJiangxiChina
| | - Xiaopeng Peng
- School of PharmacyGannan Medical UniversityGanzhouJiangxiChina
| | - Wen Hou
- School of PharmacyGannan Medical UniversityGanzhouJiangxiChina
| | - Hao Huang
- School of PharmacyGannan Medical UniversityGanzhouJiangxiChina
| | - Qilai Cheng
- School of PharmacyGannan Medical UniversityGanzhouJiangxiChina
| | - Zhiping Liu
- Center for ImmunologyGannan Medical UniversityGanzhouJiangxiChina
| | | | | | - Jingfeng Zhou
- Department of Hematology and OncologyInternational Cancer CenterShenzhen Key LaboratoryShenzhen University General HospitalShenzhen University Clinical Medical AcademyShenzhen University Health Science CenterShenzhenChina
| | - Shenglan Liu
- School of PharmacyGannan Medical UniversityGanzhouJiangxiChina
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32
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Tao J, Sun D, Zhou H, Zhu J, Zhang X, Hou H. Next-generation sequencing identifies potential novel therapeutic targets in Chinese HGSOC patients. Pathol Res Pract 2022; 238:154074. [PMID: 35988354 DOI: 10.1016/j.prp.2022.154074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Revised: 08/08/2022] [Accepted: 08/10/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND Targeted therapy, especially the use of poly (adenosine diphosphate ribose) polymerase (PARP) inhibitors (PARPis), has improved the outcome of patients with ovarian cancer. However, most high-grade serous ovarian cancer (HGSOC) patients have wild-type BRCA1/2, and it is necessary to disclose more potential novel targets for other available targeted drugs. So, detection of genetic alterations beyond BRCA1/2 is critical to screen HGSOC patients for personalized therapy. In this study, a broad, hybrid capture-based next-generation sequencing (NGS) assay was used to identify actionable genetic alterations from HGSOC cancer tissues. METHODS Sixty-eight patients with HGSOC were enrolled, including 6 International Federation of Gynecology and Obstetrics (FIGO) stage I, 15 stage II, 37 stage III and 10 stage IV patients. All patients signed informed consent forms. Potentially actionable genetic alterations, including base substitutions, indels, copy number alterations, and gene fusions, were identified using targeted NGS. RESULTS In our study, 14.7% (10/68) of the tumors harbored actionable genetic alterations in patients with BRCA1. A total of 25.0% (17/68) of patients without BRCA1 mutations harbored other actionable genetic alterations, such as homologous recombination repair (HRR) pathway-related genes (ATM, CDK12, FANCA, and FANCD2), PI3K/AKT/mTOR pathway genes (NF1, FBXW7, PIK3CA, PTEN, TSC1, and TSC2), and some other genes (ARID1A, FGFR1, KRAS, and NRAS). Furthermore, some patients harboring ARID1A or NF1 actionable genetic alterations showed good clinical efficacy to immune checkpoint inhibitors (ICIs) and everolimus, respectively. CONCLUSIONS Our research indicates that 39.7% (27/68) of patients with HGSOC harbored at least one actionable genetic alteration. 25.0% (17/68) of patients had somatic mutations or copy number variations beyond BRCA1 mutations and might be treated with off-label therapy or to be allocated into clinical trial. NGS assays of HGSOC patients are necessary to screen actionable genetic alterations to guide personalized and precise treatment.
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Affiliation(s)
- Junyan Tao
- Precision Medicine Center of Oncology, The Affiliated Hospital of Qingdao University, Qingdao 266000, 59 Haier Road, Shandong 266000, China
| | - Dantong Sun
- Precision Medicine Center of Oncology, The Affiliated Hospital of Qingdao University, Qingdao 266000, 59 Haier Road, Shandong 266000, China
| | - Hai Zhou
- Precision Medicine Center of Oncology, The Affiliated Hospital of Qingdao University, Qingdao 266000, 59 Haier Road, Shandong 266000, China
| | - Jingjuan Zhu
- Precision Medicine Center of Oncology, The Affiliated Hospital of Qingdao University, Qingdao 266000, 59 Haier Road, Shandong 266000, China
| | - Xiaochun Zhang
- Precision Medicine Center of Oncology, The Affiliated Hospital of Qingdao University, Qingdao 266000, 59 Haier Road, Shandong 266000, China
| | - Helei Hou
- Precision Medicine Center of Oncology, The Affiliated Hospital of Qingdao University, Qingdao 266000, 59 Haier Road, Shandong 266000, China.
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33
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Tang R, Liu J, Li S, Zhang J, Yu C, Liu H, Chen F, Lv L, Zhang Q, Yuan K, Shao H. A patent and literature review of CDK12 inhibitors. Expert Opin Ther Pat 2022; 32:1055-1065. [PMID: 36120913 DOI: 10.1080/13543776.2022.2126765] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Cyclin-dependent kinase 12 (CDK12) belongs to the CDK family of serine/threonine protein kinases and associates with cyclin K to exert its biological functions, including regulating gene transcription, mRNA processing and translation. Increasing evidences demonstrate the importance of CDK12 in various human cancers, illustrating its potential as both biomarker and therapeutic target. In addition, CDK12 is also a promising target for the treatment of myotonic dystrophy type 1. Efforts have been taken to discover small molecule inhibitors to validate this important therapeutic target. AREAS COVERED This review covers the patented CDK12 inhibitors from 2016 to present, as well as these from peer-reviewed literature. It provides the reader an update of the discovery strategies, chemical structures and molecular profiling of all available CDK12 inhibitors. EXPERT OPINION CDK12 inhibitors with various mechanism of actions have been discovered and it is a great set of tools to evaluate the therapeutic potential of CDK12 in different disease models. CDK12 inhibitors have shown promising results in myotonic dystrophy type 1 mouse model and several preclinical cancer models either as single agent or combination with other anti-cancer agents. Its therapeutic value awaits more rigorous preclinical testing and further clinical investigation.
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Affiliation(s)
- Ruijun Tang
- Hunan Key Laboratory of Molecular Precision Medicine, Department of Oncology, Central South University, Changsha, Hunan 410008, China.,Center for Clinical Biorepositories and Biospecimen & Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| | - Jing Liu
- Hunan Key Laboratory of Molecular Precision Medicine, Department of Oncology, Central South University, Changsha, Hunan 410008, China
| | - Shuyao Li
- Hunan Key Laboratory of Molecular Precision Medicine, Department of Oncology, Central South University, Changsha, Hunan 410008, China
| | - Junjie Zhang
- Hunan Key Laboratory of Molecular Precision Medicine, Department of Oncology, Central South University, Changsha, Hunan 410008, China
| | - Chunhong Yu
- Hunan Key Laboratory of Molecular Precision Medicine, Department of Oncology, Central South University, Changsha, Hunan 410008, China
| | - Honglu Liu
- Hunan Key Laboratory of Molecular Precision Medicine, Department of Oncology, Central South University, Changsha, Hunan 410008, China
| | - Fang Chen
- Hunan Key Laboratory of Molecular Precision Medicine, Department of Oncology, Central South University, Changsha, Hunan 410008, China
| | - Lu Lv
- Hunan Key Laboratory of Molecular Precision Medicine, Department of Oncology, Central South University, Changsha, Hunan 410008, China
| | - Qian Zhang
- Department of Chemistry, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China
| | - Kai Yuan
- Hunan Key Laboratory of Molecular Precision Medicine, Department of Oncology, Central South University, Changsha, Hunan 410008, China.,Hunan Key Laboratory of Medical Genetics, School of Life Sciences, Central South University, Changsha, Hunan 410008, China.,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China.,The Biobank of Xiangya Hospital, Central South University, Changsha, Hunan 410008, China.,College of Pharmaceutical Sciences, Southwest University, Chongqing 400716, China
| | - Hao Shao
- Hunan Key Laboratory of Molecular Precision Medicine, Department of Oncology, Central South University, Changsha, Hunan 410008, China
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34
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Yang J, Chang Y, Tien JCY, Wang Z, Zhou Y, Zhang P, Huang W, Vo J, Apel IJ, Wang C, Zeng VZ, Cheng Y, Li S, Wang GX, Chinnaiyan AM, Ding K. Discovery of a Highly Potent and Selective Dual PROTAC Degrader of CDK12 and CDK13. J Med Chem 2022; 65:11066-11083. [PMID: 35938508 PMCID: PMC9876424 DOI: 10.1021/acs.jmedchem.2c00384] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Indexed: 01/28/2023]
Abstract
Selective degradation of the cyclin-dependent kinases 12 and 13 (CDK12/13) presents a novel therapeutic opportunity for triple-negative breast cancer (TNBC), but there is still a lack of dual CDK12/13 degraders. Here, we report the discovery of the first series of highly potent and selective dual CDK12/13 degraders by employing the proteolysis-targeting chimera (PROTAC) technology. The optimal compound 7f effectively degraded CDK12 and CDK13 with DC50 values of 2.2 and 2.1 nM, respectively, in MDA-MB-231 breast cancer cells. Global proteomic profiling demonstrated the target selectivity of 7f. In vitro, 7f suppressed expression of core DNA damage response (DDR) genes in a time- and dose-dependent manner. Further, 7f markedly inhibited proliferation of multiple TNBC cell lines including MFM223, with an IC50 value of 47 nM. Importantly, 7f displayed a significantly improved antiproliferative activity compared to the structurally similar inhibitor 4, suggesting the potential advantage of a CDK12/13 degrader for TNBC targeted therapy.
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Affiliation(s)
- Jianzhang Yang
- International
Cooperative Laboratory of Traditional Chinese Medicine Modernization
and Innovative Drug Discovery of Chinese Ministry of Education (MOE),
Guangzhou City Key Laboratory of Precision Chemical Drug Development,
College of Pharmacy, Jinan University, 855 Xingye Avenue East, Guangzhou 511400, People’s Republic of China
| | - Yu Chang
- International
Cooperative Laboratory of Traditional Chinese Medicine Modernization
and Innovative Drug Discovery of Chinese Ministry of Education (MOE),
Guangzhou City Key Laboratory of Precision Chemical Drug Development,
College of Pharmacy, Jinan University, 855 Xingye Avenue East, Guangzhou 511400, People’s Republic of China
- Michigan
Center for Translational Pathology, University
of Michigan, Ann Arbor, Michigan 48109, United States
| | - Jean Ching-Yi Tien
- Michigan
Center for Translational Pathology, University
of Michigan, Ann Arbor, Michigan 48109, United States
- Department
of Pathology, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Zhen Wang
- State
Key Laboratory of Bioorganic and Natural Products Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy
of Sciences, #345 Ling Ling Road, Shanghai 200032, People’s Republic of China
| | - Yang Zhou
- International
Cooperative Laboratory of Traditional Chinese Medicine Modernization
and Innovative Drug Discovery of Chinese Ministry of Education (MOE),
Guangzhou City Key Laboratory of Precision Chemical Drug Development,
College of Pharmacy, Jinan University, 855 Xingye Avenue East, Guangzhou 511400, People’s Republic of China
| | - Pujuan Zhang
- State
Key Laboratory of Bioorganic and Natural Products Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy
of Sciences, #345 Ling Ling Road, Shanghai 200032, People’s Republic of China
| | - Weixue Huang
- State
Key Laboratory of Bioorganic and Natural Products Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy
of Sciences, #345 Ling Ling Road, Shanghai 200032, People’s Republic of China
| | - Josh Vo
- Michigan
Center for Translational Pathology, University
of Michigan, Ann Arbor, Michigan 48109, United States
| | - Ingrid J. Apel
- Michigan
Center for Translational Pathology, University
of Michigan, Ann Arbor, Michigan 48109, United States
| | - Cynthia Wang
- Michigan
Center for Translational Pathology, University
of Michigan, Ann Arbor, Michigan 48109, United States
| | - Victoria Zhixuan Zeng
- Michigan
Center for Translational Pathology, University
of Michigan, Ann Arbor, Michigan 48109, United States
| | - Yunhui Cheng
- Michigan
Center for Translational Pathology, University
of Michigan, Ann Arbor, Michigan 48109, United States
| | - Shuqin Li
- Michigan
Center for Translational Pathology, University
of Michigan, Ann Arbor, Michigan 48109, United States
| | - George Xiaoju Wang
- Michigan
Center for Translational Pathology, University
of Michigan, Ann Arbor, Michigan 48109, United States
- Department
of Pathology, University of Michigan, Ann Arbor, Michigan 48109, United States
- Department
of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Arul M. Chinnaiyan
- Michigan
Center for Translational Pathology, University
of Michigan, Ann Arbor, Michigan 48109, United States
- Department
of Pathology, University of Michigan, Ann Arbor, Michigan 48109, United States
- Department
of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan 48109, United States
- Howard Hughes
Medical Institute, University of Michigan, Ann Arbor, Michigan 48109, United States
- Department
of Urology, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Ke Ding
- International
Cooperative Laboratory of Traditional Chinese Medicine Modernization
and Innovative Drug Discovery of Chinese Ministry of Education (MOE),
Guangzhou City Key Laboratory of Precision Chemical Drug Development,
College of Pharmacy, Jinan University, 855 Xingye Avenue East, Guangzhou 511400, People’s Republic of China
- State
Key Laboratory of Bioorganic and Natural Products Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy
of Sciences, #345 Ling Ling Road, Shanghai 200032, People’s Republic of China
- Institute
of Basic Medicine and Cancer (IBMC), Chinese
Academy of Sciences, Hangzhou, Zhejiang 310022, People’s Republic of China
- The
First Affiliated Hospital (Huaqiao Hospital), Jinan University, 601
Huangpu Avenue West, Guangzhou 510632, China
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35
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Targeting transcription in heart failure via CDK7/12/13 inhibition. Nat Commun 2022; 13:4345. [PMID: 35896549 PMCID: PMC9329381 DOI: 10.1038/s41467-022-31541-8] [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: 01/17/2021] [Accepted: 06/13/2022] [Indexed: 11/09/2022] Open
Abstract
Heart failure with reduced ejection fraction (HFrEF) is associated with high mortality, highlighting an urgent need for new therapeutic strategies. As stress-activated cardiac signaling cascades converge on the nucleus to drive maladaptive gene programs, interdicting pathological transcription is a conceptually attractive approach for HFrEF therapy. Here, we demonstrate that CDK7/12/13 are critical regulators of transcription activation in the heart that can be pharmacologically inhibited to improve HFrEF. CDK7/12/13 inhibition using the first-in-class inhibitor THZ1 or RNAi blocks stress-induced transcription and pathologic hypertrophy in cultured rodent cardiomyocytes. THZ1 potently attenuates adverse cardiac remodeling and HFrEF pathogenesis in mice and blocks cardinal features of disease in human iPSC-derived cardiomyocytes. THZ1 suppresses Pol II enrichment at stress-transactivated cardiac genes and inhibits a specific pathologic gene program in the failing mouse heart. These data identify CDK7/12/13 as druggable regulators of cardiac gene transactivation during disease-related stress, suggesting that HFrEF features a critical dependency on transcription that can be therapeutically exploited.
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36
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Lei P, Zhang J, Liao P, Ren C, Wang J, Wang Y. Current progress and novel strategies that target CDK12 for drug discovery. Eur J Med Chem 2022; 240:114603. [PMID: 35868123 DOI: 10.1016/j.ejmech.2022.114603] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 07/08/2022] [Accepted: 07/08/2022] [Indexed: 02/05/2023]
Abstract
CDK12 is a cyclin-dependent kinase that plays critical roles in DNA replication, transcription, mRNA splicing, and DNA damage repair. CDK12 genomic changes, including mutation, amplification, deletion, and fusion, lead to various cancers, such as colorectal cancer, gastric cancer, and ovarian cancer. An increasing number of CDK12 inhibitors have been reported since CDK12 was identified as a biomarker and cancer therapeutic target. A major challenge lies in that CDK12 and CDK13 share highly similar sequences, which leads to great difficulties in the development of highly selective CDK12 inhibitors. In recent years, great efforts were made in developing selective CDK12 blockers. Techniques including PROTAC and molecular glue degraders were also applied to facilitate their development. Also, the drug combination strategy of CDK12 small molecule inhibitors were studied. This review discusses the latest studies on CDK12 inhibitors and analyzes their structure-activity relationships, shedding light on their further development.
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Affiliation(s)
- Peng Lei
- Targeted Tracer Research and Development Laboratory, Institute of Respiratory Health, Frontiers Science Center for Disease-related Molecular Network, Joint Research Institution of Altitude Health, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China; State Key Laboratory of Biotherapy and Cancer Center, Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Jifa Zhang
- Targeted Tracer Research and Development Laboratory, Institute of Respiratory Health, Frontiers Science Center for Disease-related Molecular Network, Joint Research Institution of Altitude Health, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China; State Key Laboratory of Biotherapy and Cancer Center, Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China; Tianfu Jincheng Laboratory, Chengdu, 610041, Sichuan, China
| | - Peiyu Liao
- School of Pharmacy, Chengdu Medical College, Chengdu, 610500, Sichuan, China
| | - Changyu Ren
- Department of Pharmacy, Chengdu Fifth People's Hospital, Chengdu, 611130, Sichuan, China
| | - Jiaxing Wang
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Tennessee Health Science Center, Memphis, 38163, Tennessee, United States
| | - Yuxi Wang
- Targeted Tracer Research and Development Laboratory, Institute of Respiratory Health, Frontiers Science Center for Disease-related Molecular Network, Joint Research Institution of Altitude Health, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China; State Key Laboratory of Biotherapy and Cancer Center, Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China; Tianfu Jincheng Laboratory, Chengdu, 610041, Sichuan, China.
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37
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He M, Cao C, Ni Z, Liu Y, Song P, Hao S, He Y, Sun X, Rao Y. PROTACs: great opportunities for academia and industry (an update from 2020 to 2021). Signal Transduct Target Ther 2022; 7:181. [PMID: 35680848 PMCID: PMC9178337 DOI: 10.1038/s41392-022-00999-9] [Citation(s) in RCA: 82] [Impact Index Per Article: 41.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 03/25/2022] [Accepted: 04/12/2022] [Indexed: 02/07/2023] Open
Abstract
PROteolysis TArgeting Chimeras (PROTACs) technology is a new protein-degradation strategy that has emerged in recent years. It uses bifunctional small molecules to induce the ubiquitination and degradation of target proteins through the ubiquitin–proteasome system. PROTACs can not only be used as potential clinical treatments for diseases such as cancer, immune disorders, viral infections, and neurodegenerative diseases, but also provide unique chemical knockdown tools for biological research in a catalytic, reversible, and rapid manner. In 2019, our group published a review article “PROTACs: great opportunities for academia and industry” in the journal, summarizing the representative compounds of PROTACs reported before the end of 2019. In the past 2 years, the entire field of protein degradation has experienced rapid development, including not only a large increase in the number of research papers on protein-degradation technology but also a rapid increase in the number of small-molecule degraders that have entered the clinical and will enter the clinical stage. In addition to PROTAC and molecular glue technology, other new degradation technologies are also developing rapidly. In this article, we mainly summarize and review the representative PROTACs of related targets published in 2020–2021 to present to researchers the exciting developments in the field of protein degradation. The problems that need to be solved in this field will also be briefly introduced.
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Affiliation(s)
- Ming He
- Ministry of Education (MOE) Key Laboratory of Protein Sciences, School of Pharmaceutical Sciences, MOE Key Laboratory of Bioorganic Phosphorus Chemistry & Chemical Biology, Tsinghua University, 100084, Beijing, P. R. China
| | - Chaoguo Cao
- Ministry of Education (MOE) Key Laboratory of Protein Sciences, School of Pharmaceutical Sciences, MOE Key Laboratory of Bioorganic Phosphorus Chemistry & Chemical Biology, Tsinghua University, 100084, Beijing, P. R. China.,Tsinghua-Peking Center for Life Sciences, 100084, Beijing, P. R. China
| | - Zhihao Ni
- Ministry of Education (MOE) Key Laboratory of Protein Sciences, School of Pharmaceutical Sciences, MOE Key Laboratory of Bioorganic Phosphorus Chemistry & Chemical Biology, Tsinghua University, 100084, Beijing, P. R. China
| | - Yongbo Liu
- Ministry of Education (MOE) Key Laboratory of Protein Sciences, School of Pharmaceutical Sciences, MOE Key Laboratory of Bioorganic Phosphorus Chemistry & Chemical Biology, Tsinghua University, 100084, Beijing, P. R. China
| | - Peilu Song
- Ministry of Education (MOE) Key Laboratory of Protein Sciences, School of Pharmaceutical Sciences, MOE Key Laboratory of Bioorganic Phosphorus Chemistry & Chemical Biology, Tsinghua University, 100084, Beijing, P. R. China
| | - Shuang Hao
- Ministry of Education (MOE) Key Laboratory of Protein Sciences, School of Pharmaceutical Sciences, MOE Key Laboratory of Bioorganic Phosphorus Chemistry & Chemical Biology, Tsinghua University, 100084, Beijing, P. R. China
| | - Yuna He
- Ministry of Education (MOE) Key Laboratory of Protein Sciences, School of Pharmaceutical Sciences, MOE Key Laboratory of Bioorganic Phosphorus Chemistry & Chemical Biology, Tsinghua University, 100084, Beijing, P. R. China
| | - Xiuyun Sun
- Ministry of Education (MOE) Key Laboratory of Protein Sciences, School of Pharmaceutical Sciences, MOE Key Laboratory of Bioorganic Phosphorus Chemistry & Chemical Biology, Tsinghua University, 100084, Beijing, P. R. China
| | - Yu Rao
- Ministry of Education (MOE) Key Laboratory of Protein Sciences, School of Pharmaceutical Sciences, MOE Key Laboratory of Bioorganic Phosphorus Chemistry & Chemical Biology, Tsinghua University, 100084, Beijing, P. R. China. .,School of Pharmaceutical Sciences, Zhengzhou University, 450001, Zhengzhou, China.
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38
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Abbotts R, Dellomo AJ, Rassool FV. Pharmacologic Induction of BRCAness in BRCA-Proficient Cancers: Expanding PARP Inhibitor Use. Cancers (Basel) 2022; 14:2640. [PMID: 35681619 PMCID: PMC9179544 DOI: 10.3390/cancers14112640] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 05/24/2022] [Accepted: 05/24/2022] [Indexed: 12/17/2022] Open
Abstract
The poly(ADP-ribose) polymerase (PARP) family of proteins has been implicated in numerous cellular processes, including DNA repair, translation, transcription, telomere maintenance, and chromatin remodeling. Best characterized is PARP1, which plays a central role in the repair of single strand DNA damage, thus prompting the development of small molecule PARP inhibitors (PARPi) with the intent of potentiating the genotoxic effects of DNA damaging agents such as chemo- and radiotherapy. However, preclinical studies rapidly uncovered tumor-specific cytotoxicity of PARPi in a subset of cancers carrying mutations in the BReast CAncer 1 and 2 genes (BRCA1/2), which are defective in the homologous recombination (HR) DNA repair pathway, and several PARPi are now FDA-approved for single agent treatment in BRCA-mutated tumors. This phenomenon, termed synthetic lethality, has now been demonstrated in tumors harboring a number of repair gene mutations that produce a BRCA-like impairment of HR (also known as a 'BRCAness' phenotype). However, BRCA mutations or BRCAness is present in only a small subset of cancers, limiting PARPi therapeutic utility. Fortunately, it is now increasingly recognized that many small molecule agents, targeting a variety of molecular pathways, can induce therapeutic BRCAness as a downstream effect of activity. This review will discuss the potential for targeting a broad range of molecular pathways to therapeutically induce BRCAness and PARPi synthetic lethality.
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Affiliation(s)
- Rachel Abbotts
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (A.J.D.); (F.V.R.)
- University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, MD 21201, USA
| | - Anna J. Dellomo
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (A.J.D.); (F.V.R.)
- University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, MD 21201, USA
| | - Feyruz V. Rassool
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (A.J.D.); (F.V.R.)
- University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, MD 21201, USA
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39
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Filippone MG, Gaglio D, Bonfanti R, Tucci FA, Ceccacci E, Pennisi R, Bonanomi M, Jodice G, Tillhon M, Montani F, Bertalot G, Freddi S, Vecchi M, Taglialatela A, Romanenghi M, Romeo F, Bianco N, Munzone E, Sanguedolce F, Vago G, Viale G, Di Fiore PP, Minucci S, Alberghina L, Colleoni M, Veronesi P, Tosoni D, Pece S. CDK12 promotes tumorigenesis but induces vulnerability to therapies inhibiting folate one-carbon metabolism in breast cancer. Nat Commun 2022; 13:2642. [PMID: 35550508 PMCID: PMC9098894 DOI: 10.1038/s41467-022-30375-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Accepted: 04/25/2022] [Indexed: 12/13/2022] Open
Abstract
Cyclin-dependent kinase 12 (CDK12) overexpression is implicated in breast cancer, but whether it has a primary or only a cooperative tumorigenic role is unclear. Here, we show that transgenic CDK12 overexpression in the mouse mammary gland per se is sufficient to drive the emergence of multiple and multifocal tumors, while, in cooperation with known oncogenes, it promotes earlier tumor onset and metastasis. Integrative transcriptomic, metabolomic and functional data reveal that hyperactivation of the serine-glycine-one-carbon network is a metabolic hallmark inherent to CDK12-induced tumorigenesis. Consistently, in retrospective patient cohort studies and in patient-derived xenografts, CDK12-overexpressing breast tumors show positive response to methotrexate-based chemotherapy targeting CDK12-induced metabolic alterations, while being intrinsically refractory to other types of chemotherapy. In a retrospective analysis of hormone receptor-negative and lymph node-positive breast cancer patients randomized in an adjuvant phase III trial to 1-year low-dose metronomic methotrexate-based chemotherapy or no maintenance chemotherapy, a high CDK12 status predicts a dramatic reduction in distant metastasis rate in the chemotherapy-treated vs. not-treated arm. Thus, by coupling tumor progression with metabolic reprogramming, CDK12 creates an actionable vulnerability for breast cancer therapy and might represent a suitable companion biomarker for targeted antimetabolite therapies in human breast cancers. Finding biomarkers for targeted therapy is a promising approach to treat cancer. Here, the authors show that in breast cancer preclinical models and patients, CDK12 promotes tumourigenesis but induces selective vulnerability to therapies that target folate one-carbon metabolism.
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Affiliation(s)
- M G Filippone
- European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy
| | - D Gaglio
- Institute of Molecular Bioimaging and Physiology (IBFM), National Research Council (CNR) Segrate, Milan, Italy.,ISBE.IT/Centre of Systems Biology, Piazza della Scienza 4, 20126, Milan, Italy
| | - R Bonfanti
- European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy
| | - F A Tucci
- School of Pathology, University of Milan, Milan, Italy
| | - E Ceccacci
- European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy
| | - R Pennisi
- European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy
| | - M Bonanomi
- ISBE.IT/Centre of Systems Biology, Piazza della Scienza 4, 20126, Milan, Italy
| | - G Jodice
- European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy
| | - M Tillhon
- European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy
| | - F Montani
- European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy
| | - G Bertalot
- European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy
| | - S Freddi
- European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy
| | - M Vecchi
- European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy.,IFOM, The FIRC Institute for Molecular Oncology Foundation, Via Adamello 16, 20139, Milan, Italy
| | - A Taglialatela
- Department of Genetics and Development, Columbia University Irving Medical Center, New York, NY, USA
| | - M Romanenghi
- European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy
| | - F Romeo
- European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy
| | - N Bianco
- European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy
| | - E Munzone
- European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy
| | - F Sanguedolce
- Department of Pathology, University of Foggia, Foggia, Italy
| | - G Vago
- School of Pathology, University of Milan, Milan, Italy.,Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, 20142, Milano, Italy
| | - G Viale
- European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy.,Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, 20142, Milano, Italy
| | - P P Di Fiore
- European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy.,Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, 20142, Milano, Italy
| | - S Minucci
- European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy.,Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, 20142, Milano, Italy
| | - L Alberghina
- ISBE.IT/Centre of Systems Biology, Piazza della Scienza 4, 20126, Milan, Italy.,Department of Biotechnology and Biosciences, Università di Milano-Bicocca, Piazza della Scienza 2, 20126, Milan, Italy
| | - M Colleoni
- European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy
| | - P Veronesi
- European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy.,Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, 20142, Milano, Italy
| | - D Tosoni
- European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy.
| | - S Pece
- European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy. .,Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, 20142, Milano, Italy.
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40
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Beck J, Ren L, Huang S, Berger E, Bardales K, Mannheimer J, Mazcko C, LeBlanc A. Canine and murine models of osteosarcoma. Vet Pathol 2022; 59:399-414. [PMID: 35341404 PMCID: PMC9290378 DOI: 10.1177/03009858221083038] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Osteosarcoma (OS) is the most common malignant bone tumor in children. Despite efforts to develop and implement new therapies, patient outcomes have not measurably improved since the 1980s. Metastasis continues to be the main source of patient mortality, with 30% of cases developing metastatic disease within 5 years of diagnosis. Research models are critical in the advancement of cancer research and include a variety of species. For example, xenograft and patient-derived xenograft (PDX) mouse models provide opportunities to study human tumor cells in vivo while transgenic models have offered significant insight into the molecular mechanisms underlying OS development. A growing recognition of naturally occurring cancers in companion species has led to new insights into how veterinary patients can contribute to studies of cancer biology and drug development. The study of canine cases, including the use of diagnostic tissue archives and clinical trials, offers a potential mechanism to further canine and human cancer research. Advancement in the field of OS research requires continued development and appropriate use of animal models. In this review, animal models of OS are described with a focus on the mouse and tumor-bearing pet dog as parallel and complementary models of human OS.
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Affiliation(s)
| | - Ling Ren
- National Cancer Institute, Bethesda, MD
| | | | | | - Kathleen Bardales
- National Cancer Institute, Bethesda, MD
- University of Pennsylvania, Philadelphia, PA
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41
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Maki RG, Grohar PJ, Antonescu CR. Ewing sarcoma and related FET family translocation-associated round cell tumors: a century of clinical and scientific progress. Genes Chromosomes Cancer 2022; 61:509-517. [PMID: 35443099 PMCID: PMC9197982 DOI: 10.1002/gcc.23050] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2021] [Revised: 04/09/2022] [Accepted: 04/11/2022] [Indexed: 11/10/2022] Open
Abstract
The year 2021 marked the centenary of the first publication of a cancer termed diffuse endothelioma of bone by James Ewing. Its unique features were apparent even in the first case series he described. This new diagnosis was clearly distinct from osteogenic sarcoma and myeloma, which were already well recognized at the time. We undertake this summary to better understanding Ewing sarcoma, contrasting the logarithmic evolution of the standard of care of systemic therapy for this and related diagnoses to the exponential understanding of the molecular biology of this family of tumors. We also outline in this manuscript how the finding of genomic relatives within Ewing sarcoma itself and related tumors, first noted nearly 40 years ago, helps us appreciate the need to find therapeutic plans that are specific for each small round blue cell tumor subtype. The advent of next generation sequencing regarding previously unknown small round blue cell tumor subtypes in many ways puts us back in the shoes of James Ewing in 1921, searching anew for clues leading to better treatments for increasingly rare cancer subsets. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Robert G Maki
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, US.,Division of Oncology, Children's Hospital of Philadelphia, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, US.,Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, New York, US
| | - Patrick J Grohar
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, US.,Division of Oncology, Children's Hospital of Philadelphia, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, US.,Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, New York, US
| | - Cristina R Antonescu
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, US.,Division of Oncology, Children's Hospital of Philadelphia, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, US.,Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, New York, US
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42
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Systemic Treatment of Ewing Sarcoma: Current Options and Future Perspectives. FORUM OF CLINICAL ONCOLOGY 2022. [DOI: 10.2478/fco-2021-0005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Abstract
Ewing sarcoma (ES) is an uncommon malignant neoplasm, mostly affecting young adults and adolescents. Surgical excision, irradiation, and combinations of multiple chemotherapeutic agents are currently used as a multimodal strategy for the treatment of local and oligometastatic disease. Although ES usually responds to the primary treatment, relapsed and primarily refractory disease remains a difficult therapeutic challenge. The growing understanding of cancer biology and the subsequent development of new therapeutic strategies have been put at the service of research in recurrent and refractory ES, generating a great number of ongoing studies with compounds that could find superior clinical outcomes in the years to come. This review gathers the current available information on the treatment and clinical investigation of ES and aims to be a point of support for future research.
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43
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THZ531 Induces a State of BRCAness in Multiple Myeloma Cells: Synthetic Lethality with Combination Treatment of THZ 531 with DNA Repair Inhibitors. Int J Mol Sci 2022; 23:ijms23031207. [PMID: 35163134 PMCID: PMC8835885 DOI: 10.3390/ijms23031207] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 01/13/2022] [Accepted: 01/17/2022] [Indexed: 12/11/2022] Open
Abstract
Multiple myeloma (MM) is a hematological disease marked by abnormal growth of B cells in bone marrow. Inherent chromosomal instability and DNA damage are major hallmarks of MM, which implicates an aberrant DNA repair mechanism. Studies have implicated a role for CDK12 in the control of expression of DNA damage response genes. In this study, we examined the effect of a small molecule inhibitor of CDK12–THZ531 on MM cells. Treatment of MM cells with THZ531 led to heightened cell death accompanied by an extensive effect on gene expression changes. In particular, we observed downregulation of genes involved in DNA repair pathways. With this insight, we extended our study to identify synthetic lethal mechanisms that could be exploited for the treatment of MM cells. Combination of THZ531 with either DNA-PK inhibitor (KU-0060648) or PARP inhibitor (Olaparib) led to synergistic cell death. In addition, combination treatment of THZ531 with Olaparib significantly reduced tumor burden in animal models. Our findings suggest that using a CDK12 inhibitor in combination with other DNA repair inhibitors may establish an effective therapeutic regimen to benefit myeloma patients.
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44
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Yuan J, Li X, Yu S. CDK7-dependent transcriptional addiction in bone and soft tissue sarcomas: Present and Future. Biochim Biophys Acta Rev Cancer 2022; 1877:188680. [PMID: 35051528 DOI: 10.1016/j.bbcan.2022.188680] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Revised: 01/11/2022] [Accepted: 01/11/2022] [Indexed: 12/25/2022]
Abstract
Cancer arises from genetic alterations that invariably contribute to dysregulated transcriptional programs. These dysregulated programs establish and maintain specific cancer cell states, leading to an intensive dependence on a set of certain regulators of gene expression. The CDK7 functions as the core of transcription, and governs RNA polymerase II and the downstream oncogenes expression in cancers. CDK7 inhibition leads to reduced recruitment of super-enhancers-driven oncogenic transcription factors, and the depression of these associated oncogenes expression, which indicates the dependence of transcriptional addiction of cancers on CDK7. Given that specified oncoproteins of sarcomas commonly function at oncogenic transcription, targeting CDK7-denpendent transcriptional addiction may be of guiding significance for the treatment of sarcomas. In this review, we summarize the advances in mechanism of targeted CDK7-dependent transcriptional addiction and discuss the path ahead to potential application discovery in bone and soft tissue sarcomas, providing theoretical considerations for bio-orthogonal therapeutic strategies.
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Affiliation(s)
- Jin Yuan
- Department of Orthopedics, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical sciences and Peking Union Medical College, Beijing, China
| | - Xiaoyang Li
- Department of Orthopedics, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical sciences and Peking Union Medical College, Beijing, China.
| | - Shengji Yu
- Department of Orthopedics, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical sciences and Peking Union Medical College, Beijing, China.
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45
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Noncovalent CDK12/13 dual inhibitors-based PROTACs degrade CDK12-Cyclin K complex and induce synthetic lethality with PARP inhibitor. Eur J Med Chem 2022; 228:114012. [PMID: 34864331 DOI: 10.1016/j.ejmech.2021.114012] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 11/14/2021] [Accepted: 11/23/2021] [Indexed: 12/11/2022]
Abstract
Cyclin-dependent kinase 12 (CDK12) plays a crucial role in DNA-damage response gene transcription and has recently been validated as a promising target in cancer therapy. However, existing CDK12 inhibitors potently inhibit its closest isoform CDK13, which could cause potential toxicity. Therefore, the development of CDK12 inhibitors with isoform-selectivity against CDK13 continues to be a challenge. By taking advantage of the emerging PROteolysis-TArgeting Chimeras (PROTACs) approach, we have synthesized a potent PROTAC degrader PP-C8 based on the noncovalent dual inhibitors of CDK12/13 and demonstrated its specificity for CDK12 over CDK13. Notably, PP-C8 induces profound degradation of cyclin K simultaneously and downregulates the mRNA level of DNA-damage response genes. Global proteomics profiling revealed PP-C8 is highly selective toward CDK12-cyclin K complex. Importantly, PP-C8 demonstrates profound synergistic antiproliferative effects with PARP inhibitor in triple-negative breast cancer (TNBC). The potent and selective CDK12 PROTAC degrader developed in this study could potentially be used to treat CDK12-dependent cancers as combination therapy.
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Vervoort SJ, Devlin JR, Kwiatkowski N, Teng M, Gray NS, Johnstone RW. Targeting transcription cycles in cancer. Nat Rev Cancer 2022; 22:5-24. [PMID: 34675395 DOI: 10.1038/s41568-021-00411-8] [Citation(s) in RCA: 54] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/09/2021] [Indexed: 12/15/2022]
Abstract
Accurate control of gene expression is essential for normal development and dysregulation of transcription underpins cancer onset and progression. Similar to cell cycle regulation, RNA polymerase II-driven transcription can be considered as a unidirectional multistep cycle, with thousands of unique transcription cycles occurring in concert within each cell. Each transcription cycle comprises recruitment, initiation, pausing, elongation, termination and recycling stages that are tightly controlled by the coordinated action of transcriptional cyclin-dependent kinases and their cognate cyclins as well as the opposing activity of transcriptional phosphatases. Oncogenic dysregulation of transcription can entail defective control of gene expression, either at select loci or more globally, impacting a large proportion of the genome. The resultant dependency on the core-transcriptional machinery is believed to render 'transcriptionally addicted' cancers sensitive to perturbation of transcription. Based on these findings, small molecules targeting transcriptional cyclin-dependent kinases and associated proteins hold promise for the treatment of cancer. Here, we utilize the transcription cycles concept to explain how dysregulation of these finely tuned gene expression processes may drive tumorigenesis and how therapeutically beneficial responses may arise from global or selective transcriptional perturbation. This conceptual framework helps to explain tumour-selective transcriptional dependencies and facilitates the rational design of combination therapies.
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Affiliation(s)
- Stephin J Vervoort
- Gene Regulation Laboratory, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- The Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
| | - Jennifer R Devlin
- Gene Regulation Laboratory, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- The Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
| | - Nicholas Kwiatkowski
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Mingxing Teng
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Nathanael S Gray
- Department of Chemical and Systems Biology, CHEM-H and SCI, Stanford Medical School, Stanford University, Stanford, CA, USA.
| | - Ricky W Johnstone
- Gene Regulation Laboratory, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.
- The Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia.
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Liu Y, Fu L, Wu J, Liu M, Wang G, Liu B, Zhang L. Transcriptional cyclin-dependent kinases: Potential drug targets in cancer therapy. Eur J Med Chem 2021; 229:114056. [PMID: 34942431 DOI: 10.1016/j.ejmech.2021.114056] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 12/14/2021] [Accepted: 12/14/2021] [Indexed: 02/08/2023]
Abstract
In the wake of the development of the concept of cell cycle and its limiting points, cyclin-dependent kinases (CDKs) are considered to play a central role in regulating cell cycle progression. Recent studies have strongly demonstrated that CDKs also has multiple functions, especially in response to extracellular and intracellular signals by interfering with transcriptional events. Consequently, how to inhibit their function has been a hot research topic. It is worth noting that the key role of CDKs in regulating transcription has been explored in recent years, but its related pharmacological targets are less developed, and most inhibitors have not entered the clinical stage. Accordingly, this perspective focus on the biological functions of transcription related CDKs and their complexes, some key upstream and downstream signals, and inhibitors for cancer treatment in recent years. In addition, some corresponding combined treatment strategies will provide a more novel perspective for future cancer remedy.
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Affiliation(s)
- Yi Liu
- Sichuan Engineering Research Center for Biomimetic Synthesis of Natural Drugs, School of Life Science and Engineering, Southwest Jiaotong University, 610031, Chengdu, China
| | - Leilei Fu
- Sichuan Engineering Research Center for Biomimetic Synthesis of Natural Drugs, School of Life Science and Engineering, Southwest Jiaotong University, 610031, Chengdu, China
| | - Junhao Wu
- Department of Otolaryngology, Head and Neck Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Ming Liu
- Department of Orthopedics, West China Hospital, Sichuan University, Chengdu, 610041, China.
| | - Guan Wang
- State Key Laboratory of Biotherapy and Cancer Center, Innovation Center of Nursing Research, Nursing Key Laboratory of Sichuan Province, West China Hospital, and Collaborative Innovation Center of Biotherapy, Sichuan University, Chengdu, 610041, China.
| | - Bo Liu
- State Key Laboratory of Biotherapy and Cancer Center, Innovation Center of Nursing Research, Nursing Key Laboratory of Sichuan Province, West China Hospital, and Collaborative Innovation Center of Biotherapy, Sichuan University, Chengdu, 610041, China
| | - Lan Zhang
- Sichuan Engineering Research Center for Biomimetic Synthesis of Natural Drugs, School of Life Science and Engineering, Southwest Jiaotong University, 610031, Chengdu, China.
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Flores G, Grohar PJ. One oncogene, several vulnerabilities: EWS/FLI targeted therapies for Ewing sarcoma. J Bone Oncol 2021; 31:100404. [PMID: 34976713 PMCID: PMC8686064 DOI: 10.1016/j.jbo.2021.100404] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 11/18/2021] [Accepted: 11/23/2021] [Indexed: 12/23/2022] Open
Abstract
EWS/FLI is the defining mutation of Ewing sarcoma. This oncogene drives malignant transformation and progression and occurs in a genetic background characterized by few other recurrent cooperating mutations. In addition, the tumor is absolutely dependent on the continued expression of EWS/FLI to maintain the malignant phenotype. However, EWS/FLI is a transcription factor and therefore a challenging drug target. The difficulty of directly targeting EWS/FLI stems from unique features of this fusion protein as well as the network of interacting proteins required to execute the transcriptional program. This network includes interacting proteins as well as upstream and downstream effectors that together reprogram the epigenome and transcriptome. While the vast number of proteins involved in this process challenge the development of a highly specific inhibitors, they also yield numerous therapeutic opportunities. In this report, we will review how this vast EWS-FLI transcriptional network has been exploited over the last two decades to identify compounds that directly target EWS/FLI and/or associated vulnerabilities.
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Affiliation(s)
- Guillermo Flores
- Van Andel Research Institute, Grand Rapids, MI, USA
- Michigan State University, College of Human Medicine, USA
| | - Patrick J Grohar
- Children's Hospital of Philadelphia, University of Pennsylvania, Perelman School of Medicine, 3501 Civic Center Blvd., Philadelphia, PA, USA
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Naro C, Bielli P, Sette C. Oncogenic dysregulation of pre-mRNA processing by protein kinases: challenges and therapeutic opportunities. FEBS J 2021; 288:6250-6272. [PMID: 34092037 PMCID: PMC8596628 DOI: 10.1111/febs.16057] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 05/13/2021] [Accepted: 06/04/2021] [Indexed: 12/12/2022]
Abstract
Alternative splicing and polyadenylation represent two major steps in pre-mRNA-processing, which ensure proper gene expression and diversification of human transcriptomes. Deregulation of these processes contributes to oncogenic programmes involved in the onset, progression and evolution of human cancers, which often result in the acquisition of resistance to existing therapies. On the other hand, cancer cells frequently increase their transcriptional rate and develop a transcriptional addiction, which imposes a high stress on the pre-mRNA-processing machinery and establishes a therapeutically exploitable vulnerability. A prominent role in fine-tuning pre-mRNA-processing mechanisms is played by three main families of protein kinases: serine arginine protein kinase (SRPK), CDC-like kinase (CLK) and cyclin-dependent kinase (CDK). These kinases phosphorylate the RNA polymerase, splicing factors and regulatory proteins involved in cleavage and polyadenylation of the nascent transcripts. The activity of SRPKs, CLKs and CDKs can be altered in cancer cells, and their inhibition was shown to exert anticancer effects. In this review, we describe key findings that have been reported on these topics and discuss challenges and opportunities of developing therapeutic approaches targeting splicing factor kinases.
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Affiliation(s)
- Chiara Naro
- Department of NeuroscienceSection of Human AnatomyCatholic University of the Sacred HeartRomeItaly
- Fondazione Policlinico Universitario A. GemelliIRCCSRomeItaly
| | - Pamela Bielli
- Department of Biomedicine and PreventionUniversity of Rome Tor VergataItaly
- Fondazione Santa LuciaIRCCSRomeItaly
| | - Claudio Sette
- Department of NeuroscienceSection of Human AnatomyCatholic University of the Sacred HeartRomeItaly
- Fondazione Santa LuciaIRCCSRomeItaly
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50
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Seong BKA, Dharia NV, Lin S, Donovan KA, Chong S, Robichaud A, Conway A, Hamze A, Ross L, Alexe G, Adane B, Nabet B, Ferguson FM, Stolte B, Wang EJ, Sun J, Darzacq X, Piccioni F, Gray NS, Fischer ES, Stegmaier K. TRIM8 modulates the EWS/FLI oncoprotein to promote survival in Ewing sarcoma. Cancer Cell 2021; 39:1262-1278.e7. [PMID: 34329586 PMCID: PMC8443273 DOI: 10.1016/j.ccell.2021.07.003] [Citation(s) in RCA: 53] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 02/24/2021] [Accepted: 07/01/2021] [Indexed: 12/26/2022]
Abstract
Fusion-transcription factors (fusion-TFs) represent a class of driver oncoproteins that are difficult to therapeutically target. Recently, protein degradation has emerged as a strategy to target these challenging oncoproteins. The mechanisms that regulate fusion-TF stability, however, are generally unknown. Using CRISPR-Cas9 screening, we discovered tripartite motif-containing 8 (TRIM8) as an E3 ubiquitin ligase that ubiquitinates and degrades EWS/FLI, a driver fusion-TF in Ewing sarcoma. Moreover, we identified TRIM8 as a selective dependency in Ewing sarcoma compared with >700 other cancer cell lines. Mechanistically, TRIM8 knockout led to an increase in EWS/FLI protein levels that was not tolerated. EWS/FLI acts as a neomorphic substrate for TRIM8, defining the selective nature of the dependency. Our results demonstrate that fusion-TF protein stability is tightly regulated and highlight fusion oncoprotein-specific regulators as selective therapeutic targets. This study provides a tractable strategy to therapeutically exploit oncogene overdose in Ewing sarcoma and potentially other fusion-TF-driven cancers.
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Affiliation(s)
- Bo Kyung A Seong
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Neekesh V Dharia
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; The Broad Institute of MIT and Harvard, Cambridge, MA, USA; Division of Pediatric Hematology/Oncology, Boston Children's Hospital, Boston, MA, USA
| | - Shan Lin
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Katherine A Donovan
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Shasha Chong
- Department of Molecular and Cell Biology, University of California, Berkeley, CA, USA; Howard Hughes Medical Institute, University of California, Berkeley, CA, USA
| | - Amanda Robichaud
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Amy Conway
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Amanda Hamze
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Linda Ross
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Biniam Adane
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Behnam Nabet
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Fleur M Ferguson
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Björn Stolte
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Dr.von Hauner Children's Hospital, Department of Pediatrics, University Hospital, LMU Munich, Munich, Germany
| | - Emily Jue Wang
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Jialin Sun
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Xavier Darzacq
- Department of Molecular and Cell Biology, University of California, Berkeley, CA, USA; CIRM Center of Excellence, University of California, Berkeley, CA, USA
| | | | - Nathanael S Gray
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Eric S Fischer
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; The Broad Institute of MIT and Harvard, Cambridge, MA, USA; Division of Pediatric Hematology/Oncology, Boston Children's Hospital, Boston, MA, USA.
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