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Pathogenic genetic variants from highly connected cancer susceptibility genes confer the loss of structural stability. Sci Rep 2021; 11:19264. [PMID: 34584144 PMCID: PMC8479081 DOI: 10.1038/s41598-021-98547-y] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Accepted: 08/25/2021] [Indexed: 01/09/2023] Open
Abstract
Genetic polymorphisms in DNA damage repair and tumor suppressor genes have been associated with increasing the risk of several types of cancer. Analyses of putative functional single nucleotide polymorphisms (SNP) in such genes can greatly improve human health by guiding choice of therapeutics. In this study, we selected nine genes responsible for various cancer types for gene enrichment analysis and found that BRCA1, ATM, and TP53 were more enriched in connectivity. Therefore, we used different computational algorithms to classify the nonsynonymous SNPs which are deleterious to the structure and/or function of these three proteins. The present study showed that the major pathogenic variants (V1687G and V1736G of BRCA1, I2865T and V2906A of ATM, V216G and L194H of TP53) might have a greater impact on the destabilization of the proteins. To stabilize the high-risk SNPs, we performed mutation site-specific molecular docking analysis and validated using molecular dynamics (MD) simulation and molecular mechanics/Poisson Boltzmann surface area (MM/PBSA) studies. Additionally, SNPs of untranslated regions of these genes affecting miRNA binding were characterized. Hence, this study will assist in developing precision medicines for cancer types related to these polymorphisms.
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Friebel TM, Andrulis IL, Balmaña J, Blanco AM, Couch FJ, Daly MB, Domchek SM, Easton DF, Foulkes WD, Ganz PA, Garber J, Glendon G, Greene MH, Hulick PJ, Isaacs C, Jankowitz RC, Karlan BY, Kirk J, Kwong A, Lee A, Lesueur F, Lu KH, Nathanson KL, Neuhausen SL, Offit K, Palmero EI, Sharma P, Tischkowitz M, Toland AE, Tung N, van Rensburg EJ, Vega A, Weitzel JN, GEMO Study Collaborators, Hoskins KF, Maga T, Parsons MT, McGuffog L, Antoniou AC, Chenevix-Trench G, Huo D, Olopade OI, Rebbeck TR. BRCA1 and BRCA2 pathogenic sequence variants in women of African origin or ancestry. Hum Mutat 2019; 40:1781-1796. [PMID: 31112363 PMCID: PMC6764847 DOI: 10.1002/humu.23804] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2019] [Revised: 03/22/2019] [Accepted: 05/07/2019] [Indexed: 01/03/2023]
Abstract
BRCA1 and BRCA2 (BRCA1/2) pathogenic sequence variants (PSVs) confer elevated risks of multiple cancers. However, most BRCA1/2 PSVs reports focus on European ancestry individuals. Knowledge of the PSV distribution in African descent individuals is poorly understood. We undertook a systematic review of the published literature and publicly available databases reporting BRCA1/2 PSVs also accessed the Consortium of Investigators of Modifiers of BRCA1/2 (CIMBA) database to identify African or African descent individuals. Using these data, we inferred which of the BRCA PSVs were likely to be of African continental origin. Of the 43,817 BRCA1/2 PSV carriers in the CIMBA database, 469 (1%) were of African descent. Additional African descent individuals were identified in public databases (n = 291) and the literature (n = 601). We identified 164 unique BRCA1 and 173 unique BRCA2 PSVs in individuals of African ancestry. Of these, 83 BRCA1 and 91 BRCA2 PSVs are of likely or possible African origin. We observed numerous differences in the distribution of PSV type and function in African origin versus non-African origin PSVs. Research in populations of African ancestry with BRCA1/2 PSVs is needed to provide the information needed for clinical management and decision-making in African descent individuals worldwide.
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Affiliation(s)
- Tara M. Friebel
- Harvard T.H. Chan School of Public Health. Boston, MA: USA; 02115
- Dana-Farber Cancer Institute. Boston, MA: USA; 02215
| | - Irene L. Andrulis
- Fred A. Litwin Center for Cancer Genetics. Lunenfeld-Tanenbaum Research Institute of Mount Sinai Hospital. Toronto, ON: Canada; M5G 1X5
- Department of Molecular Genetics. University of Toronto. Toronto, ON: Canada; M5S 1A8
| | - Judith Balmaña
- High Risk and Cancer Prevention Group. Vall dHebron Institute of Oncology, University Hospital Vall dHebron. Barcelona: Spain; 08035
| | - Amie M. Blanco
- Cancer Genetics and Prevention Program. University of California San Francisco. San Francisco, CA: USA; 94143-1714
| | - Fergus J. Couch
- Department of Laboratory Medicine and Pathology. Mayo Clinic. Rochester, MN: USA; 55905
| | - Mary B. Daly
- Department of Clinical Genetics. Fox Chase Cancer Center. Philadelphia, PA: USA; 19111
| | - Susan M. Domchek
- Department of Medicine, Abramson Cancer Center. Perelman School of Medicine at the University of Pennsylvania. Philadelphia, PA: USA; 19104
| | - Douglas F. Easton
- Centre for Cancer Genetic Epidemiology, Department of Oncology. University of Cambridge. Cambridge: UK; CB1 8RN
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care. University of Cambridge. Cambridge: UK; CB1 8RN
| | - William D. Foulkes
- Program in Cancer Genetics, Departments of Human Genetics and Oncology. McGill University. Montréal, QC: Canada; H4A 3J1
| | - Patricia A. Ganz
- Schools of Medicine and Public Health, Division of Cancer Prevention & Control Research. Jonsson Comprehensive Cancer Centre, UCLA. Los Angeles, CA: USA; 90096-6900
| | - Judy Garber
- Cancer Risk and Prevention Clinic. Dana-Farber Cancer Institute. Boston, MA: USA; 02215
| | - Gord Glendon
- Fred A. Litwin Center for Cancer Genetics. Lunenfeld-Tanenbaum Research Institute of Mount Sinai Hospital. Toronto, ON: Canada; M5G 1X5
| | - Mark H. Greene
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics. National Cancer Institute. Bethesda, MD: USA; 20850-9772
| | - Peter J. Hulick
- Center for Medical Genetics. NorthShore University HealthSystem. Evanston, IL: USA; 60201
- The University of Chicago Pritzker School of Medicine. Chicago, IL: USA; 60637
| | - Claudine Isaacs
- Lombardi Comprehensive Cancer Center, Georgetown University. Washington, DC: USA; 20007
| | - Rachel C. Jankowitz
- Department of Medicine, Division of Hematology/Oncology. UPMC Hillman Cancer Center; University of Pittsburgh School of Medicine. Pittsburgh: USA; PA 15232
| | - Beth Y. Karlan
- Womens Cancer Program at the Samuel Oschin Comprehensive Cancer Institute. Cedars-Sinai Medical Center. Los Angeles, CA: USA; 90048
| | - Judy Kirk
- Familial Cancer Service. Weatmead Hospital. Vol P.O. Box 533. Wentworthville, New South Wales: Australia; 2145
| | - Ava Kwong
- Hong Kong Hereditary Breast Cancer Family Registry. Cancer Genetics Centre. Happy Valley: Hong Kong
- Department of Surgery. The University of Hong Kong. Pok Fu Lam: Hong Kong
- Department of Surgery. Hong Kong Sanatorium and Hospital. Happy Valley: Hong Kong
| | - Annette Lee
- The Feinstein Institute for Medical Research. Manhasset, NY: USA; 11030
| | - Fabienne Lesueur
- Genetic Epidemiology of Cancer team. Inserm U900. Paris: France; 75005
- Service de Génétique. Institut Curie. Paris: France; 75005
- Institut Curie. Paris: France; 75005
- Mines ParisTech. Fontainebleau: France; 77305
| | - Karen H. Lu
- Department of Gynecologic Oncology and Clinical Cancer Genetics Program. University of Texas MD Anderson Cancer Center. Houston, TX: USA; 77030
| | - Katherine L. Nathanson
- Department of Medicine, Abramson Cancer Center. Perelman School of Medicine at the University of Pennsylvania. Philadelphia, PA: USA; 19104
| | - Susan L. Neuhausen
- Department of Population Sciences. Beckman Research Institute of City of Hope. Duarte, CA: USA; 91010
| | - Kenneth Offit
- Clinical Genetics Research Lab, Department of Cancer Biology and Genetics. Memorial Sloan-Kettering Cancer Center. New York, NY: USA; 10065
- Clinical Genetics Service, Department of Medicine. Memorial Sloan-Kettering Cancer Center. New York, NY: USA; 10065
| | - Edenir I. Palmero
- Molecular Oncology Research Center. Barretos Cancer Hospital. São Paulo: Brazil; 784-400
- Barretos School of Health Sciences, Dr. Paulo Prata - FACISB. São Paulo: Brazil; 785-002
| | - Priyanka Sharma
- Department of Internal Medicine, Division of Oncology. University of Kansas Medical Center. Westwood, KS: USA; 66205
| | - Marc Tischkowitz
- Program in Cancer Genetics, Departments of Human Genetics and Oncology. McGill University. Montréal, QC: Canada; H4A 3J1
- Department of Medical Genetics. University of Cambridge. Vol Box 134, Level 6 Addenbrookes Treatment Centre, Addenbrookes Hosptital. Cambridge: UK; CB2 0QQ
| | - Amanda E. Toland
- Department of Cancer Biology and Genetics. The Ohio State University. Columbus, OH: USA; 43210
| | - Nadine Tung
- Department of Medical Oncology. Beth Israel Deaconess Medical Center. Boston, MA: USA; 02215
| | | | - Ana Vega
- Fundación Pública Galega Medicina Xenómica. Santiago De Compostela: Spain; 15706
- Instituto de Investigación Sanitaria de Santiago de Compostela. Santiago De Compostela: Spain; 15706
- Biomedical Network on Rare Diseases (CIBERER). Madrid: Spain; 28029
| | | | | | - Kent F. Hoskins
- Department of Medicine. University of Illinois. Chicago, IL: USA
| | - Tara Maga
- Department of Medicine. University of Illinois. Chicago, IL: USA
| | - Michael T. Parsons
- Department of Genetics and Computational Biology. QIMR Berghofer Medical Research Institute. Vol Locked Bag 2000, Herston, QLD 4029. Brisbane, Queensland: Australia; 4006
| | - Lesley McGuffog
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care. University of Cambridge. Cambridge: UK; CB1 8RN
| | - Antonis C. Antoniou
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care. University of Cambridge. Cambridge: UK; CB1 8RN
| | - Georgia Chenevix-Trench
- Department of Genetics and Computational Biology. QIMR Berghofer Medical Research Institute. Vol Locked Bag 2000, Herston, QLD 4029. Brisbane, Queensland: Australia; 4006
| | - Dezheng Huo
- Center for Clinical Cancer Genetics. The University of Chicago. Chicago, IL: USA; 60637
| | | | - Timothy R. Rebbeck
- Harvard T.H. Chan School of Public Health. Boston, MA: USA; 02115
- Dana-Farber Cancer Institute. Boston, MA: USA; 02215
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Moazzeni H, Najafi A, Khani M. Identification of direct target genes of miR-7, miR-9, miR-96, and miR-182 in the human breast cancer cell lines MCF-7 and MDA-MB-231. Mol Cell Probes 2017; 34:45-52. [PMID: 28546132 DOI: 10.1016/j.mcp.2017.05.005] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2017] [Revised: 05/05/2017] [Accepted: 05/16/2017] [Indexed: 12/24/2022]
Abstract
Some microRNAs have carcinogenic or tumor suppressive effects in breast cancer, which is the most common cancer in women worldwide. MiR-7 and miR-9 are tumor suppressor microRNAs, which induce apoptosis and inhibit proliferation in breast cancer cells. Moreover, miR-96 and miR-182 are onco-microRNAs that increase proliferation, migration, and tumorigenesis in breast cancer cells. This study aimed to identify the direct target genes of these four microRNAs in the human breast cancer cell lines MCF-7 and MDA-MB-231. Initially, bioinformatics tools were used to identify the target genes that have binding sites for miR-7, MiR-9, MiR-96, and miR-182 and are also associated with breast cancer. Subsequently, the findings of the bioinformatics analysis relating to the effects of these four microRNAs on the 3'-UTR activity of the potential target genes were confirmed using the dual luciferase assay in MCF-7 and MDA-MB-231 cells co-transfected with the vectors containing 3'-UTR segments of the target genes downstream of a luciferase coding gene and each of the microRNAs. Finally, the effects of microRNAs on the endogenous expression of potential target genes were assessed by the overexpression of each of the four microRNAs in MCF-7 and MDA-MB-231 cells. Respectively, three, three, three, and seven genes were found to have binding sites for miR-7, miR-9, miR-96, and miR-182 and were associated with breast cancer. The results of empirical studies including dual luciferase assays and real-time PCR confirmed that miR-7 regulates the expression of BRCA1 and LASP1; MiR-9 regulates the expression of AR; miR-96 regulates the expression of ABCA1; and miR-182 regulates the expression of NBN, TOX3, and LASP1. Taken together, our results suggest that the tumor suppressive effects of miR-7 may be mediated partly by regulating the expression of BRCA1 as a tumor suppressor gene in breast cancer. In addition, this microRNA and miR-182 may have effects on the nodal-positivity and tumor size of breast carcinoma through the regulation of LASP1. The tumor suppressive functions of miR-9 may be mediated partly by suppressing the expression of AR-an oncogene in breast cancer. Moreover, miR-96 may play an oncogenic role in breast cancer by suppressing the apoptosis through the regulation of ABCA1.
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Affiliation(s)
- Hamidreza Moazzeni
- Molecular Biology Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran; Department of Medical Genetics, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Ali Najafi
- Molecular Biology Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran.
| | - Marzieh Khani
- School of Biology, College of Science, University of Tehran, Tehran, Iran
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