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Liu X, Liu Y, Chai W, Yan M, Li H, Li J, Sun L, Cao Y, Liu Q, Sun Y, Pan H. CDK12 loss inhibits cell proliferation by regulating TBK1 in non-small cell lung cancer cells. Mol Cell Probes 2023; 71:101923. [PMID: 37517598 DOI: 10.1016/j.mcp.2023.101923] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 07/18/2023] [Accepted: 07/27/2023] [Indexed: 08/01/2023]
Abstract
Lung cancer is one of the most common malignant tumors and has a poor prognosis and a low survival rate. Traditional treatments, such as radiotherapy and chemotherapy, still face some challenges because of high drug resistance and toxicity. Therefore, it is necessary to discover a new kind of targeted drug with low toxicity and high efficiency. CDK12 is a cell cycle-dependent kinase whose main function is to activate RNA polymerase II (RNAPII) and promote the transcriptional extension of RNA. However, the role and molecular mechanism of CDK12 in lung cancer are still unclear. In this study, the mutation and RNA-Seq data of CDK12 in lung adenocarcinoma and squamous cell carcinoma were downloaded from The Cancer Genome Atlas (TCGA) database and analyzed with the custom scripts. Cell proliferation was evaluated by Cell Counting Kit-8 (CCK-8) and cell colony formation assays. A subcutaneous tumor experiment in nude mice was used to examine the effects of CDK12 knockdown on the in vivo tumor growth of NSCLC cells. The cell cycle distribution and the apoptosis rate of lung cancer cells were assessed by flow cytometry. Regulation of TANK-binding kinase 1 (TBK1) by CDK12 was evaluated by quantitative PCR, immunoprecipitation and Western blot analysis. In this study we have analyzed the mutation and expression data of The Cancer Genome Atlas (TCGA) database and found that CDK12 is highly expressed in lung cancer tissues. Clinical correlation analysis showed that high expression of CDK12 in NSCLC reduces patient survival, but its high expression is only related to early tumor progression and has no significant correlation with late tumor progression and metastasis. Furthermore, we present evidence that CDK12 depletion in lung cancer cell lines not only leads to the inhibition of cell growth and induces apoptosis but also inhibits tumor growth of NSCLC cells in vivo. CDK12 positively regulates the expression of the oncogene TBK1 in lung cancer cells. These results revealed that CDK12 affects the progression of non-small cell lung cancer through positive regulation of TBK1 expression, suggesting that CDK12 might be a potential molecular target for the treatment of non-small cell lung cancer.
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Affiliation(s)
- Xiaoli Liu
- Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, No. 688, Hongqu Road, Shanghai, 200032, China
| | - Yangdong Liu
- Department of Hepatobiliary Surgery, Tai'an Hospital of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine Affiliated Hospital, No.58 Dongyue Street, Tai'an City, Shandong Province, 271000, China
| | - Wenjun Chai
- Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, No. 688, Hongqu Road, Shanghai, 200032, China
| | - Mingxia Yan
- Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, No. 688, Hongqu Road, Shanghai, 200032, China
| | - Hui Li
- Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, No. 688, Hongqu Road, Shanghai, 200032, China
| | - Jing Li
- Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, No. 688, Hongqu Road, Shanghai, 200032, China
| | - Lei Sun
- Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, No. 688, Hongqu Road, Shanghai, 200032, China
| | - Yue Cao
- Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, No. 688, Hongqu Road, Shanghai, 200032, China
| | - Qian Liu
- Department of Respiratory Medicine, Xinhua Hospital, Shanghai Jiao Tong University, School of Medicine, No.1665 Kongjiang Road, Shanghai, 200092, China.
| | - Yuexi Sun
- Department of Emergency, Tongji Hospital of Tongji University, No.389 Xincun Road, Shanghai, 200065, China.
| | - Hongyu Pan
- Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, No. 688, Hongqu Road, Shanghai, 200032, China.
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2
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Medvedev KE, Schaeffer RD, Pei J, Grishin NV. Pathogenic mutation hotspots in protein kinase domain structure. Protein Sci 2023; 32:e4750. [PMID: 37572333 PMCID: PMC10464295 DOI: 10.1002/pro.4750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 08/04/2023] [Accepted: 08/08/2023] [Indexed: 08/14/2023]
Abstract
Control of eukaryotic cellular function is heavily reliant on the phosphorylation of proteins at specific amino acid residues, such as serine, threonine, tyrosine, and histidine. Protein kinases that are responsible for this process comprise one of the largest families of evolutionarily related proteins. Dysregulation of protein kinase signaling pathways is a frequent cause of a large variety of human diseases including cancer, autoimmune, neurodegenerative, and cardiovascular disorders. In this study, we mapped all pathogenic mutations in 497 human protein kinase domains from the ClinVar database to the reference structure of Aurora kinase A (AURKA) and grouped them by the relevance to the disease type. Our study revealed that the majority of mutation hotspots associated with cancer are situated within the catalytic and activation loops of the kinase domain, whereas non-cancer-related hotspots tend to be located outside of these regions. Additionally, we identified a hotspot at residue R371 of the AURKA structure that has the highest number of exclusively non-cancer-related pathogenic mutations (21) and has not been previously discussed.
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Affiliation(s)
- Kirill E. Medvedev
- Department of BiophysicsUniversity of Texas Southwestern Medical CenterDallasTexasUSA
| | - R. Dustin Schaeffer
- Department of BiophysicsUniversity of Texas Southwestern Medical CenterDallasTexasUSA
| | - Jimin Pei
- Eugene McDermott Center for Human Growth and DevelopmentUniversity of Texas Southwestern Medical CenterDallasTexasUSA
| | - Nick V. Grishin
- Department of BiophysicsUniversity of Texas Southwestern Medical CenterDallasTexasUSA
- Department of BiochemistryUniversity of Texas Southwestern Medical CenterDallasTexasUSA
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3
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Maity TK, Kim EY, Cultraro CM, Venugopalan A, Khare L, Poddutoori R, Marappan S, Syed SD, Telford WG, Samajdar S, Ramachandra M, Guha U. Novel CDK12/13 Inhibitors AU-15506 and AU-16770 Are Potent Anti-Cancer Agents in EGFR Mutant Lung Adenocarcinoma with and without Osimertinib Resistance. Cancers (Basel) 2023; 15:cancers15082263. [PMID: 37190191 DOI: 10.3390/cancers15082263] [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: 03/27/2023] [Accepted: 04/07/2023] [Indexed: 05/17/2023] Open
Abstract
Osimertinib is a third-generation epidermal growth factor receptor and tyrosine kinase inhibitor (EGFR-TKI) approved for the treatment of lung adenocarcinoma patients harboring EGFR mutations. However, acquired resistance to this targeted therapy is inevitable, leading to disease relapse within a few years. Therefore, understanding the molecular mechanisms of osimertinib resistance and identifying novel targets to overcome such resistance are unmet needs of cancer patients. Here, we investigated the efficacy of two novel CDK12/13 inhibitors, AU-15506 and AU-16770, in osimertinib-resistant EGFR mutant lung adenocarcinoma cells in culture and xenograft models in vivo. We demonstrate that these drugs, either alone or in combination with osimertinib, are potent inhibitors of osimertinib-resistant as well as -sensitive lung adenocarcinoma cells in culture. Interestingly, only the CDK12/13 inhibitor in combination with osimertinib, although not as monotherapy, suppresses the growth of resistant tumors in xenograft models in vivo. Taken together, the results of this study suggest that inhibition of CDK12/13 in combination with osimertinib has the potential to overcome osimertinib resistance in EGFR mutant lung adenocarcinoma patients.
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Affiliation(s)
- Tapan K Maity
- Thoracic and GI Malignancies Branch, CCR, NCI, NIH, Bethesda, MD 20892, USA
| | - Eun Young Kim
- Thoracic and GI Malignancies Branch, CCR, NCI, NIH, Bethesda, MD 20892, USA
| | | | | | - Leena Khare
- Aurigene Discovery Technologies Ltd., Bangalore 560100, India
| | | | | | - Samiulla D Syed
- Aurigene Discovery Technologies Ltd., Bangalore 560100, India
| | - William G Telford
- Experimental Transplantation & Immunotherapy Branch, CCR, NCI, NIH, Bethesda, MD 20892, USA
| | | | | | - Udayan Guha
- Thoracic and GI Malignancies Branch, CCR, NCI, NIH, Bethesda, MD 20892, USA
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4
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Xu Y, Yang Y, Wang Y, Su J, Chan T, Zhou J, Gong Y, Wang K, Gu Y, Zhang C, Wu G, Bi L, Qin X, Han J. Molecular fingerprints of nuclear genome and mitochondrial genome for early diagnosis of lung adenocarcinoma. J Transl Med 2023; 21:250. [PMID: 37038181 PMCID: PMC10084603 DOI: 10.1186/s12967-023-04099-2] [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: 01/08/2023] [Accepted: 03/30/2023] [Indexed: 04/12/2023] Open
Abstract
BACKGROUND Lung adenocarcinoma (LUAD) is the most prevalent subtype of lung cancer with high morbidity and mortality rates. Due to the heterogeneity of LUAD, its characteristics remain poorly understood. Exploring the clinical and molecular characteristics of LUAD is challenging but vital for early diagnosis. METHODS This observational and validation study enrolled 80 patients and 13 healthy controls. Nuclear and mtDNA-captured sequencings were performed. RESULTS This study identified a spectrum of nuclear and mitochondrial genome mutations in early-stage lung adenocarcinoma and explored their association with diagnosis. The correlation coefficient for somatic mutations in cfDNA and patient-matched tumor tissues was high in nuclear and mitochondrial genomes. The mutation number of highly mutated genes was evaluated, and the Least Absolute Shrinkage and Selection Operator (LASSO) established a diagnostic model. Receiver operating characteristic (ROC) curve analysis explored the diagnostic ability of the two panels. All models were verified in the testing cohort, and the mtDNA panel demonstrated excellent performance. This study identified somatic mutations in the nuclear and mitochondrial genomes, and detecting mutations in cfDNA displayed good diagnostic performance for early-stage LUAD. Moreover, detecting somatic mutations in the mitochondria may be a better tool for diagnosing early-stage LUAD. CONCLUSIONS This study identified specific and sensitive diagnostic biomarkers for early-stage LUAD by focusing on nuclear and mitochondrial genome mutations. This also further developed an early-stage LUAD-specific mutation gene panel for clinical utility. This study established a foundation for further investigation of LUAD molecular pathogenesis.
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Affiliation(s)
- Yichun Xu
- National Engineering Research Center for Biochip at Shanghai and Shanghai Biochip Limited Corporation, No.151, Libing Road, Shanghai, 201203, China.
- Department of Pathology, Shanghai Tongji Hospital, Tongji Hospital Affiliated to Tongji University, Shanghai, China.
| | - Yong Yang
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, No.241, Huaihai West Road, Shanghai, China
| | - Yichao Wang
- Department of Oncology, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, No.110, Ganhe Road, Shanghai, China
| | - Jun Su
- National Engineering Research Center for Biochip at Shanghai and Shanghai Biochip Limited Corporation, No.151, Libing Road, Shanghai, 201203, China
- Department of Pathology, Shanghai Tongji Hospital, Tongji Hospital Affiliated to Tongji University, Shanghai, China
| | - Tianlong Chan
- National Engineering Research Center for Biochip at Shanghai and Shanghai Biochip Limited Corporation, No.151, Libing Road, Shanghai, 201203, China
| | - Jiajing Zhou
- National Engineering Research Center for Biochip at Shanghai and Shanghai Biochip Limited Corporation, No.151, Libing Road, Shanghai, 201203, China
| | - Yi Gong
- National Engineering Research Center for Biochip at Shanghai and Shanghai Biochip Limited Corporation, No.151, Libing Road, Shanghai, 201203, China
- Department of Pathology, Shanghai Tongji Hospital, Tongji Hospital Affiliated to Tongji University, Shanghai, China
| | - Ke Wang
- Acupuncture Anesthesia Clinical Research Institute, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Yifeng Gu
- Department of Oncology, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, No.110, Ganhe Road, Shanghai, China
| | - Congmeng Zhang
- Department of Oncology, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, No.110, Ganhe Road, Shanghai, China
| | - Guanjin Wu
- Department of Oncology, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, No.110, Ganhe Road, Shanghai, China
| | - Ling Bi
- Department of Oncology, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, No.110, Ganhe Road, Shanghai, China
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Xiong Qin
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, No.241, Huaihai West Road, Shanghai, China.
| | - Junsong Han
- National Engineering Research Center for Biochip at Shanghai and Shanghai Biochip Limited Corporation, No.151, Libing Road, Shanghai, 201203, China.
- Department of Pathology, Shanghai Tongji Hospital, Tongji Hospital Affiliated to Tongji University, Shanghai, China.
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5
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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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6
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Łukasik P, Załuski M, Gutowska I. Cyclin-Dependent Kinases (CDK) and Their Role in Diseases Development-Review. Int J Mol Sci 2021; 22:ijms22062935. [PMID: 33805800 PMCID: PMC7998717 DOI: 10.3390/ijms22062935] [Citation(s) in RCA: 67] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 03/07/2021] [Accepted: 03/09/2021] [Indexed: 12/13/2022] Open
Abstract
Cyclin-dependent kinases (CDKs) are involved in many crucial processes, such as cell cycle and transcription, as well as communication, metabolism, and apoptosis. The kinases are organized in a pathway to ensure that, during cell division, each cell accurately replicates its DNA, and ensure its segregation equally between the two daughter cells. Deregulation of any of the stages of the cell cycle or transcription leads to apoptosis but, if uncorrected, can result in a series of diseases, such as cancer, neurodegenerative diseases (Alzheimer’s or Parkinson’s disease), and stroke. This review presents the current state of knowledge about the characteristics of cyclin-dependent kinases as potential pharmacological targets.
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Affiliation(s)
- Paweł Łukasik
- Department of Medical Chemistry, Pomeranian Medical University in Szczecin, Powstancow Wlkp. 72 Av., 70-111 Szczecin, Poland;
| | - Michał Załuski
- Department of Pharmaceutical Chemistry, Pomeranian Medical University in Szczecin, Powstancow Wlkp. 72 Av., 70-111 Szczecin, Poland;
| | - Izabela Gutowska
- Department of Medical Chemistry, Pomeranian Medical University in Szczecin, Powstancow Wlkp. 72 Av., 70-111 Szczecin, Poland;
- Correspondence:
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7
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Myers S, Ortega JA, Cavalli A. Synthetic Lethality through the Lens of Medicinal Chemistry. J Med Chem 2020; 63:14151-14183. [PMID: 33135887 PMCID: PMC8015234 DOI: 10.1021/acs.jmedchem.0c00766] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Indexed: 02/07/2023]
Abstract
Personalized medicine and therapies represent the goal of modern medicine, as drug discovery strives to move away from one-cure-for-all and makes use of the various targets and biomarkers within differing disease areas. This approach, especially in oncology, is often undermined when the cells make use of alternative survival pathways. As such, acquired resistance is unfortunately common. In order to combat this phenomenon, synthetic lethality is being investigated, making use of existing genetic fragilities within the cancer cell. This Perspective highlights exciting targets within synthetic lethality, (PARP, ATR, ATM, DNA-PKcs, WEE1, CDK12, RAD51, RAD52, and PD-1) and discusses the medicinal chemistry programs being used to interrogate them, the challenges these programs face, and what the future holds for this promising field.
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Affiliation(s)
- Samuel
H. Myers
- Computational
& Chemical Biology, Istituto Italiano
di Tecnologia, 16163 Genova, Italy
| | - Jose Antonio Ortega
- Computational
& Chemical Biology, Istituto Italiano
di Tecnologia, 16163 Genova, Italy
| | - Andrea Cavalli
- Computational
& Chemical Biology, Istituto Italiano
di Tecnologia, 16163 Genova, Italy
- Department
of Pharmacy and Biotechnology, University
of Bologna, 40126 Bologna, Italy
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8
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Liu H, Liu K, Dong Z. Targeting CDK12 for Cancer Therapy: Function, Mechanism, and Drug Discovery. Cancer Res 2020; 81:18-26. [PMID: 32958547 DOI: 10.1158/0008-5472.can-20-2245] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Revised: 08/23/2020] [Accepted: 09/16/2020] [Indexed: 11/16/2022]
Abstract
Cyclin-dependent kinase 12 (CDK12) is a member of the CDK family of proteins (CDK) and is critical for cancer development. Years of study into CDK12 have generated much information regarding the intricacy of its function and mechanism as well as inhibitors against it for oncological research. However, there remains a lack of understanding regarding the role of CDK12 in carcinogenesis and cancer prevention. An exhaustive comprehension of CDK12 will highly stimulate the development of new strategies for treating and preventing cancer. Here, we review the literature of CDK12, with a focus on its function, its role in signaling, and how to use it as a target for discovery of novel drugs for cancer prevention and therapy.
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Affiliation(s)
- Hui Liu
- Department of Pathophysiology, School of Basic Medical Sciences, The Academy of Medical Science, College of Medical, Zhengzhou University, Zhengzhou, Henan, China
| | - Kangdong Liu
- Department of Pathophysiology, School of Basic Medical Sciences, The Academy of Medical Science, College of Medical, Zhengzhou University, Zhengzhou, Henan, China.,China-US (Henan) Hormel Cancer Institute, Jinshui District, Zhengzhou, Henan, China
| | - Zigang Dong
- Department of Pathophysiology, School of Basic Medical Sciences, The Academy of Medical Science, College of Medical, Zhengzhou University, Zhengzhou, Henan, China. .,China-US (Henan) Hormel Cancer Institute, Jinshui District, Zhengzhou, Henan, China
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9
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Actin Alpha 2 (ACTA2) Downregulation Inhibits Neural Stem Cell Migration through Rho GTPase Activation. Stem Cells Int 2020; 2020:4764012. [PMID: 32508931 PMCID: PMC7246394 DOI: 10.1155/2020/4764012] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Revised: 04/24/2020] [Accepted: 05/05/2020] [Indexed: 02/08/2023] Open
Abstract
Although neural stem cells (NSCs) could migrate towards lesions after central nervous system (CNS) injury, the migration ability always is restricted due to the disturbed composition and density of the adhesion ligands and extracellular matrix (ECM) gradient after CNS injury. To date, various methods have been developed to enhance NSC migration and a number of factors, which are affecting NSC migration potential, have been identified. Here, primary NSCs were cultured and the expression of actin alpha 2 (ACTA2) in NSCs was determined using reverse transcription polymerase chain reaction (RT-PCR) and immunostaining. Next, the role of ACTA2 in regulating NSC migration and the potential mechanism was explored. Our results demonstrated that ACTA2 expressed in NSCs. Meanwhile, downregulated ACTA2 using siRNA inhibited NSC migration through hindering actin filament polymerization via increasing RhoA expression and decreasing Rac1 expression. The present study might enrich the basic knowledge of ACTA2 in NSC migration and open an avenue for enhancing NSC migration potential, subsequently providing an intervention target for functional recovery after CNS injury.
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10
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Ding X, Tong C, Chen R, Wang X, Gao D, Zhu L. Systematic molecular profiling of inhibitor response to the clinical missense mutations of ErbB family kinases in human gastric cancer. J Mol Graph Model 2020; 96:107526. [DOI: 10.1016/j.jmgm.2019.107526] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Revised: 12/14/2019] [Accepted: 12/24/2019] [Indexed: 01/20/2023]
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11
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Qian J, Zhao S, Zou Y, Rahman SMJ, Senosain MF, Stricker T, Chen H, Powell CA, Borczuk AC, Massion PP. Genomic Underpinnings of Tumor Behavior in In Situ and Early Lung Adenocarcinoma. Am J Respir Crit Care Med 2020; 201:697-706. [PMID: 31747302 PMCID: PMC7068818 DOI: 10.1164/rccm.201902-0294oc] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Accepted: 11/19/2019] [Indexed: 01/15/2023] Open
Abstract
Rationale: We have a limited understanding of the molecular underpinnings of early adenocarcinoma (ADC) progression. We hypothesized that the behavior of early ADC can be predicted based on genomic determinants.Objectives: To identify genomic alterations associated with resected indolent and aggressive early lung ADCs.Methods: DNA was extracted from 21 ADCs in situ (AISs), 27 minimally invasive ADCs (MIAs), and 54 fully invasive ADCs. This DNA was subjected to deep next-generation sequencing and tested against a custom panel of 347 cancer genes.Measurements and Main Results: Sequencing data was analyzed for associations among tumor mutation burden, frequency of mutations or copy number alterations, mutation signatures, intratumor heterogeneity, pathway alterations, histology, and overall survival. We found that deleterious mutation burden was significantly greater in invasive ADC, whereas more copy number loss was observed in AIS and MIA. Intratumor heterogeneity establishes early, as in AIS. Twenty-one significantly mutated genes were shared among the groups. Mutation signature profiling did not vary significantly, although the APOBEC signature was associated with ADC and poor survival. Subclonal KRAS mutations and a gene signature consisting of PIK3CG, ATM, EPPK1, EP300, or KMT2C mutations were also associated with poor survival. Mutations of KRAS, TP53, and NF1 were found to increase in frequency from AIS and MIA to ADC. A cancer progression model revealed selective early and late drivers.Conclusions: Our results reveal several genetic driver events, clonality, and mutational signatures associated with poor outcome in early lung ADC, with potential future implications for the detection and management of ADC.
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Affiliation(s)
- Jun Qian
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Early Cancer Detection and Prevention Initiative, Vanderbilt Ingram Cancer Center
- Center for Pecision Medicine, Department of Biomedical Informatics
| | | | - Yong Zou
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Early Cancer Detection and Prevention Initiative, Vanderbilt Ingram Cancer Center
| | - S. M. Jamshedur Rahman
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Early Cancer Detection and Prevention Initiative, Vanderbilt Ingram Cancer Center
| | - Maria-Fernanda Senosain
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Early Cancer Detection and Prevention Initiative, Vanderbilt Ingram Cancer Center
| | - Thomas Stricker
- Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Heidi Chen
- Center for Pecision Medicine, Department of Biomedical Informatics
| | | | - Alain C. Borczuk
- Department of Pathology, Weill Cornell Medicine, New York, New York
| | - Pierre P. Massion
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Early Cancer Detection and Prevention Initiative, Vanderbilt Ingram Cancer Center
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12
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Iacobuzio-Donahue CA, Michael C, Baez P, Kappagantula R, Hooper JE, Hollman TJ. Cancer biology as revealed by the research autopsy. Nat Rev Cancer 2019; 19:686-697. [PMID: 31519982 PMCID: PMC7453489 DOI: 10.1038/s41568-019-0199-4] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/13/2019] [Indexed: 12/19/2022]
Abstract
A research autopsy is a post-mortem medical procedure performed on a deceased individual with the primary goal of collecting tissue to support basic and translational research. This approach has increasingly been used to investigate the pathophysiological mechanisms of cancer evolution, metastasis and treatment resistance. In this Review, we discuss the rationale for the use of research autopsies in cancer research and provide an evidence-based discussion of the quality of post-mortem tissues compared with other types of biospecimens. We also discuss the advantages of using post-mortem tissues over other types of biospecimens, including the large amounts of tissue that can be obtained and the extent of multiregion sampling that is achievable, which is not otherwise possible in living patients. We highlight how the research autopsy has supported the identification of the clonal origins and modes of spread among metastases, the extent that selective pressures imposed by treatments cause bottlenecks leading to parallel and convergent tumour evolution, and the creation of rare tissue banks and patient-derived model systems. Finally, we comment on the future of the research autopsy as an integral component of precision medicine strategies.
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Affiliation(s)
- Christine A Iacobuzio-Donahue
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| | - Chelsea Michael
- Department of Health Informatics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Priscilla Baez
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Rajya Kappagantula
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jody E Hooper
- Department of Pathology, The Johns Hopkins University, Baltimore, MD, USA
| | - Travis J Hollman
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Parker Institute for Cancer Immunotherapy, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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13
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Zhang X, Nguyen KD, Rudnick PA, Roper N, Kawaler E, Maity TK, Awasthi S, Gao S, Biswas R, Venugopalan A, Cultraro CM, Fenyö D, Guha U. Quantitative Mass Spectrometry to Interrogate Proteomic Heterogeneity in Metastatic Lung Adenocarcinoma and Validate a Novel Somatic Mutation CDK12-G879V. Mol Cell Proteomics 2019; 18:622-641. [PMID: 30617155 PMCID: PMC6442362 DOI: 10.1074/mcp.ra118.001266] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Revised: 01/04/2019] [Indexed: 12/20/2022] Open
Abstract
Lung cancer is the leading cause of cancer death in both men and women. Tumor heterogeneity is an impediment to targeted treatment of all cancers, including lung cancer. Here, we sought to characterize tumor proteome and phosphoproteome changes by longitudinal, prospective collection of tumor tissue from an exceptional responder lung adenocarcinoma patient who survived with metastatic lung adenocarcinoma for over seven years while undergoing HER2-directed therapy in combination with chemotherapy. We employed "Super-SILAC" and TMT labeling strategies to quantify the proteome and phosphoproteome of a lung metastatic site and eight distinct metastatic progressive lymph nodes collected during these seven years, including five lymph nodes procured at autopsy. We identified specific signaling networks enriched in lung compared with the lymph node metastatic sites. We correlated the changes in protein abundance with changes in copy number alteration (CNA) and transcript expression. ERBB2/HER2 protein expression was higher in lung, consistent with a higher degree of ERBB2 amplification in lung compared with the lymph node metastatic sites. To further interrogate the mass spectrometry data, a patient-specific database was built by incorporating all the somatic and germline variants identified by whole genome sequencing (WGS) of genomic DNA from the lung, one lymph node metastatic site and blood. An extensive validation pipeline was built to confirm variant peptides. We validated 360 spectra corresponding to 55 germline and 6 somatic variant peptides. Targeted MRM assays revealed two novel variant somatic peptides, CDK12-G879V and FASN-R1439Q, expressed in lung and lymph node metastatic sites, respectively. The CDK12-G879V mutation likely results in a nonfunctional CDK12 kinase and chemotherapy susceptibility in lung metastatic sites. Knockdown of CDK12 in lung adenocarcinoma cells increased chemotherapy sensitivity which was rescued by wild type, but not CDK12-G879V expression, consistent with the complete resolution of the lung metastatic sites in this patient.
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Affiliation(s)
- Xu Zhang
- From the ‡Thoracic and GI Malignancies Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Khoa Dang Nguyen
- From the ‡Thoracic and GI Malignancies Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Paul A Rudnick
- §Spectragen Informatics LLC, Bainbridge Island, Washington
| | - Nitin Roper
- From the ‡Thoracic and GI Malignancies Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Emily Kawaler
- ¶Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU School of Medicine, New York, New York
| | - Tapan K Maity
- From the ‡Thoracic and GI Malignancies Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Shivangi Awasthi
- From the ‡Thoracic and GI Malignancies Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Shaojian Gao
- From the ‡Thoracic and GI Malignancies Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Romi Biswas
- From the ‡Thoracic and GI Malignancies Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Abhilash Venugopalan
- From the ‡Thoracic and GI Malignancies Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Constance M Cultraro
- From the ‡Thoracic and GI Malignancies Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - David Fenyö
- ¶Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU School of Medicine, New York, New York
| | - Udayan Guha
- From the ‡Thoracic and GI Malignancies Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland;.
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14
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Lui GYL, Grandori C, Kemp CJ. CDK12: an emerging therapeutic target for cancer. J Clin Pathol 2018; 71:957-962. [PMID: 30104286 DOI: 10.1136/jclinpath-2018-205356] [Citation(s) in RCA: 69] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Revised: 07/25/2018] [Accepted: 07/26/2018] [Indexed: 12/20/2022]
Abstract
Cyclin-dependent kinase 12 (CDK12) belongs to the cyclin-dependent kinase (CDK) family of serine/threonine protein kinases that regulate transcriptional and post-transcriptional processes, thereby modulating multiple cellular functions. Early studies characterised CDK12 as a transcriptional CDK that complexes with cyclin K to mediate gene transcription by phosphorylating RNA polymerase II. CDK12 has been demonstrated to specifically upregulate the expression of genes involved in response to DNA damage, stress and heat shock. More recent studies have implicated CDK12 in regulating mRNA splicing, 3' end processing, pre-replication complex assembly and genomic stability during embryonic development. Genomic alterations in CDK12 have been detected in oesophageal, stomach, breast, endometrial, uterine, ovarian, bladder, colorectal and pancreatic cancers, ranging from 5% to 15% of sequenced cases. An increasing number of studies point to CDK12 inhibition as an effective strategy to inhibit tumour growth, and synthetic lethal interactions have been described with MYC, EWS/FLI and PARP/CHK1 inhibition. Herein, we discuss the present literature on CDK12 in cell function and human cancer, highlighting important roles for CDK12 as a clinical biomarker for treatment response and potential as an effective therapeutic target.
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Affiliation(s)
- Goldie Y L Lui
- Fred Hutchinson Cancer Research Center, Human Biology Division, Seattle, Washington, USA
| | | | - Christopher J Kemp
- Fred Hutchinson Cancer Research Center, Human Biology Division, Seattle, Washington, USA
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15
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Cousin S, Khalifa E, Crombe A, Laizet Y, Lucchesi C, Toulmonde M, Le Moulec S, Auzanneau C, Soubeyran I, Italiano A. Targeting ERBB2 mutations in solid tumors: biological and clinical implications. J Hematol Oncol 2018; 11:86. [PMID: 29941010 PMCID: PMC6019715 DOI: 10.1186/s13045-018-0630-4] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Accepted: 06/13/2018] [Indexed: 11/10/2022] Open
Abstract
Preclinical data have shown that ERBB2 activating mutations are responsive to HER2 tyrosine kinase inhibitors. The aim of this study is to characterize the landscape of ERBB2 mutations in solid tumors and the potential efficacy of ERBB2 targeting.We analyzed the next-generation sequencing results from 17,878 patients with solid tumors and reported the outcome of 4 patients with advanced ERBB2-mutated tumors treated with a combination of trastuzumab and lapatinib.ERBB2 mutations occurred in 510 patients (2.85%). The tumor types with the highest incidence of ERBB2 mutations were the following: bladder (16.6%), small bowel (8.6%), ampullar (6.5%), skin non-melanoma (6.1%), and cervical cancer (5.5%). 49.4% (n = 282) were known as activating mutations. ERBB2 mutation was not mutually exclusive of ERBB2 amplification which occurred in up to 10% of cases. PI3KCA activating mutations were associated with ERBB2 mutations in 12.4% of cases mainly in breast and lung cancer. Four patients (endometrial, colorectal, cholangiocarcinoma, and adenosarcoma of the uterus) were treated with a combination of trastuzumab and lapatinib. All of them experienced tumor shrinkage resulting in stable disease in three cases and partial response in one case. One patient developed secondary resistance. Sequencing of the progressing metastasis allowed the identification of the ERBB2 L869R mutation previously associated with resistance to lapatinib in vitro.These results support further clinical investigation aiming to demonstrate that ERBB2-mutational driven therapy can improve patient care irrespective of histology.
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Affiliation(s)
- Sophie Cousin
- Early Phase Trials Unit, Institut Bergonié, 229 Cours de l'Argonne, 33000, Bordeaux, France.,Department of Medicine, Institut Bergonié, Bordeaux, France
| | - Emmanuel Khalifa
- Early Phase Trials Unit, Institut Bergonié, 229 Cours de l'Argonne, 33000, Bordeaux, France.,Department of Biopathology, Institut Bergonié, Bordeaux, France
| | - Amandine Crombe
- Department of Radiology, Institut Bergonié, Bordeaux, France
| | - Yech'an Laizet
- Department of Bioinformatics, Institue Bergonié, Bordeaux, France
| | - Carlo Lucchesi
- Department of Bioinformatics, Institue Bergonié, Bordeaux, France
| | - Maud Toulmonde
- Early Phase Trials Unit, Institut Bergonié, 229 Cours de l'Argonne, 33000, Bordeaux, France.,Department of Medicine, Institut Bergonié, Bordeaux, France
| | - Sylvestre Le Moulec
- Early Phase Trials Unit, Institut Bergonié, 229 Cours de l'Argonne, 33000, Bordeaux, France.,Department of Medicine, Institut Bergonié, Bordeaux, France
| | - Céline Auzanneau
- Early Phase Trials Unit, Institut Bergonié, 229 Cours de l'Argonne, 33000, Bordeaux, France.,Department of Biopathology, Institut Bergonié, Bordeaux, France
| | - Isabelle Soubeyran
- Early Phase Trials Unit, Institut Bergonié, 229 Cours de l'Argonne, 33000, Bordeaux, France.,Department of Biopathology, Institut Bergonié, Bordeaux, France
| | - Antoine Italiano
- Early Phase Trials Unit, Institut Bergonié, 229 Cours de l'Argonne, 33000, Bordeaux, France. .,Department of Medicine, Institut Bergonié, Bordeaux, France.
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16
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Verdegaal EME, van der Burg SH. The Potential and Challenges of Exploiting the Vast But Dynamic Neoepitope Landscape for Immunotherapy. Front Immunol 2017; 8:1113. [PMID: 28959257 PMCID: PMC5604073 DOI: 10.3389/fimmu.2017.01113] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Accepted: 08/24/2017] [Indexed: 12/30/2022] Open
Abstract
Somatic non-synonymous mutations in the DNA of tumor cells may result in the presentation of tumor-specific peptides to T cells. The recognition of these so-called neoepitopes now has been firmly linked to the clinical success of checkpoint blockade and adoptive T cell therapy. Following proof-of-principle studies in preclinical models there was a surge of strategies to identify and exploit genetically defined clonally expressed neoepitopes. These approaches assume that neoepitope availability remains stable during tumor progression but tumor genetics has taught us otherwise. Under the pressure of the immune system, neoepitope expression dynamically evolves rendering neoepitope specific T cells ineffective. This implies that the immunotherapeutic strategy applied should be flexible in order to cope with these changes and/or aiming at a broad range of epitopes to prevent the development of escape variants. Here, we will address the heterogeneous and dynamic expression of neoepitopes and describe our perspective and demonstrate possibilities how to further exploit the clinical potential of the neoepitope repertoire.
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Affiliation(s)
- Els M E Verdegaal
- Experimental Cancer Immunology and Therapy Group, Leiden University Medical Center, Department of Medical Oncology, Leiden, Netherlands
| | - Sjoerd H van der Burg
- Experimental Cancer Immunology and Therapy Group, Leiden University Medical Center, Department of Medical Oncology, Leiden, Netherlands
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