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Galappaththi SPL, Smith KR, Alsatari ES, Hunter R, Dyess DL, Turbat-Herrera EA, Dasgupta S. The Genomic and Biologic Landscapes of Breast Cancer and Racial Differences. Int J Mol Sci 2024; 25:13165. [PMID: 39684874 DOI: 10.3390/ijms252313165] [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: 11/04/2024] [Revised: 12/04/2024] [Accepted: 12/04/2024] [Indexed: 12/18/2024] Open
Abstract
Breast cancer is a significant health challenge worldwide and is the most frequently diagnosed cancer among women globally. This review provides a comprehensive overview of breast cancer biology, genomics, and microbial dysbiosis, focusing on its various subtypes and racial differences. Breast cancer is primarily classified into carcinomas and sarcomas, with carcinomas constituting most cases. Epidemiology and breast cancer risk factors are important for public health intervention. Staging and grading, based on the TNM and Nottingham grading systems, respectively, are crucial to determining the clinical outcome and treatment decisions. Histopathological subtypes include in situ and invasive carcinomas, such as invasive ductal carcinoma (IDC) and invasive lobular carcinoma (ILC). The review explores molecular subtypes, including Luminal A, Luminal B, Basal-like (Triple Negative), and HER2-enriched, and delves into breast cancer's histological and molecular progression patterns. Recent research findings related to nuclear and mitochondrial genetic alterations, epigenetic reprogramming, and the role of microbiome dysbiosis in breast cancer and racial differences are also reported. The review also provides an update on breast cancer's current diagnostics and treatment modalities.
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Affiliation(s)
- Sapthala P Loku Galappaththi
- Department of Pathology, Frederick P. Whiddon College of Medicine, University of South Alabama, Mobile, AL 36604, USA
- Mitchell Cancer Institute, University of South Alabama, Mobile, AL 36688, USA
| | - Kelly R Smith
- Department of Pathology, Frederick P. Whiddon College of Medicine, University of South Alabama, Mobile, AL 36604, USA
- Mitchell Cancer Institute, University of South Alabama, Mobile, AL 36688, USA
| | - Enas S Alsatari
- Department of Pathology, Frederick P. Whiddon College of Medicine, University of South Alabama, Mobile, AL 36604, USA
- Mitchell Cancer Institute, University of South Alabama, Mobile, AL 36688, USA
| | - Rachel Hunter
- Department of Surgery, Frederick P. Whiddon College of Medicine, University of South Alabama, Mobile, AL 36688, USA
| | - Donna L Dyess
- Department of Surgery, Frederick P. Whiddon College of Medicine, University of South Alabama, Mobile, AL 36688, USA
| | - Elba A Turbat-Herrera
- Department of Pathology, Frederick P. Whiddon College of Medicine, University of South Alabama, Mobile, AL 36604, USA
- Mitchell Cancer Institute, University of South Alabama, Mobile, AL 36688, USA
| | - Santanu Dasgupta
- Department of Pathology, Frederick P. Whiddon College of Medicine, University of South Alabama, Mobile, AL 36604, USA
- Mitchell Cancer Institute, University of South Alabama, Mobile, AL 36688, USA
- Department of Biochemistry and Molecular Biology, Frederick P. Whiddon College of Medicine, University of South Alabama, Mobile, AL 36688, USA
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Dairkee SH, Moore DH, Luciani MG, Anderle N, Gerona R, Ky K, Torres SM, Marshall PV, Goodson Iii WH. Reduction of daily-use parabens and phthalates reverses accumulation of cancer-associated phenotypes within disease-free breast tissue of study subjects. CHEMOSPHERE 2023; 322:138014. [PMID: 36746253 DOI: 10.1016/j.chemosphere.2023.138014] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 01/12/2023] [Accepted: 01/28/2023] [Indexed: 06/18/2023]
Abstract
Estrogenic overstimulation is carcinogenic to the human breast. Personal care products (PCPs) commonly contain xenoestrogens (XE), such as parabens and phthalates. Here, we identified the adverse effects of persistent exposure to such PCPs directly within human estrogen responsive breast tissue of subjects enrolled in a regimen of reduced XE use (REDUXE). Pre- and post-intervention fine needle aspirates (FNAs) of the breast were collected from healthy volunteers who discontinued the use of paraben and phthalate containing PCPs over a 28 d period. Based on high-dimensional gene expression data of matched FNA pairs of study subjects, we demonstrate a striking reversal of cancer-associated phenotypes, including the PI3K-AKT/mTOR pathway, autophagy, and apoptotic signaling networks within breast cells of REDUXE compliant subjects. These, and other altered phenotypes were detected together with a significant reduction in urinary parabens and phthalate metabolites. Moreover, in vitro treatment of paired FNAs with 17β-estradiol (E2), displayed a 'normalizing' impact of REDUXE on gene expression within known E2-modulated pathways, and on functional endpoints, including estrogen receptor alpha: beta ratio, and S-phase fraction of the cell cycle. In a paradigm shifting approach facilitated by community-based participatory research, REDUXE reveals unfavorable consequences from exposure to XEs from daily-use PCPs. Our findings illustrate the potential for REDUXE to suppress pro-carcinogenic phenotypes at the cellular level towards the goal of breast cancer prevention.
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Affiliation(s)
- Shanaz H Dairkee
- California Pacific Medical Center Research Institute, San Francisco, CA, 94107, USA.
| | - Dan H Moore
- California Pacific Medical Center Research Institute, San Francisco, CA, 94107, USA
| | - M Gloria Luciani
- California Pacific Medical Center Research Institute, San Francisco, CA, 94107, USA
| | - Nicole Anderle
- California Pacific Medical Center Research Institute, San Francisco, CA, 94107, USA
| | - Roy Gerona
- Department of OB/Gyn and Reproductive Sciences, University of California, San Francisco, CA, 94115, USA
| | - Karina Ky
- Department of OB/Gyn and Reproductive Sciences, University of California, San Francisco, CA, 94115, USA
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Detroja TS, Gil-Henn H, Samson AO. Text-Mining Approach to Identify Hub Genes of Cancer Metastasis and Potential Drug Repurposing to Target Them. J Clin Med 2022; 11:jcm11082130. [PMID: 35456223 PMCID: PMC9029557 DOI: 10.3390/jcm11082130] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Revised: 03/30/2022] [Accepted: 04/02/2022] [Indexed: 12/11/2022] Open
Abstract
Metastasis accounts for the majority of cancer-related deaths. Despite decades of research, the prevention and suppression of metastasis remain an elusive goal, and to date, only a few metastasis-related genes have been targeted therapeutically. Thus, there is a strong need to find potential genes involved in key driver traits of metastasis and their available drugs. In this study, we identified genes associated with metastasis and repurposable drugs that potentially target them. First, we use text mining of PubMed citations to identify candidate genes associated with metastatic processes, such as invadopodia, motility, movement, metastasis, invasion, wound healing, EMT (epithelial to mesenchymal transition), and podosome. Next, we annotated the top genes involved in each process as a driver, tumor suppressor, or oncogene. Then, a total of 185 unique cancer genes involved in metastasis-related processes were used for hub gene analysis using bioinformatics tools. Notably, a total of 77 hub genes were identified. Further, we used virtual screening data of druggable candidate hub genes involved in metastasis and identified potential drugs that can be repurposed as anti-metastatic drugs. Remarkably, we found a total of 50 approved drugs that have the potential to be repurposed against 19 hub genes involved in metastasis-related processes. These 50 drugs were also found to be validated in different cancer cell lines, such as dasatinib, captopril, leflunomide, and dextromethorphan targeting SRC, MMP2, PTK2B, and RAC1 hub genes, respectively. These repurposed drugs potentially target metastasis, provide pharmacodynamic insight, and offer a window of opportunity for the development of much-needed antimetastatic drugs.
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Affiliation(s)
- Trishna Saha Detroja
- Cell Migration and Invasion Lab, The Azrieli Faculty of Medicine, Bar-Ilan University, Safed 1311502, Israel
- Drug Discovery Lab, Azrieli Faculty of Medicine, Bar Ilan University, Safed 1311502, Israel;
- Correspondence: (T.S.D.); (H.G.-H.)
| | - Hava Gil-Henn
- Cell Migration and Invasion Lab, The Azrieli Faculty of Medicine, Bar-Ilan University, Safed 1311502, Israel
- Correspondence: (T.S.D.); (H.G.-H.)
| | - Abraham O. Samson
- Drug Discovery Lab, Azrieli Faculty of Medicine, Bar Ilan University, Safed 1311502, Israel;
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Zhang X, Zhao X, Liu K, Che Y, Qiu X, Qu Y, Sun X, Song J. Bufalin: A Systematic Review of Research Hotspots and Antitumor Mechanisms by Text Mining and Bioinformatics. THE AMERICAN JOURNAL OF CHINESE MEDICINE 2020; 48:1633-1650. [PMID: 33148004 DOI: 10.1142/s0192415x20500810] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Bufalin is an anticancer drug extract from traditional Chinese medicine. Several articles about bufalin have been published. However, the literature on bufalin has not yet been systematically studied. This study aimed to identify the study status and knowledge structures of bufalin and to summarize the antitumor mechanism. Data were retrieved and downloaded from the PubMed database. The softwares of BICOMB, gCLUTO, Ucinet 6.0, and NetDraw2.084 were used to analyze these publications. The bufalin related genes were recognized and tagged by ABNER software. Then these BF-related genes were performed by Gene Ontology (GO) enrichment analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways analysis, and protein-protein interaction (PPI) network analysis. A total of 474 papers met the search criteria from 2000 to 2019. By biclustering clustering analysis, the 50 high-frequency main MeSH terms/subheadings were classified into 5 clusters. The clusters of drug therapy and the mechanism of bufalin were hotspot topics. A total of 50 genes were identified as BF-related genes. PPI network analysis showed that inducing apoptosis was the main effect of bufalin, and apoptosis-related gene Caspase 3 was the most reported by people. Bufalin could inhibit the proliferation, invasion, and metastasis of cancer cells through multiple signaling pathways, such as PI3K/AKT, Hedgehog, MAPK/JNK, Wnt/[Formula: see text]-catenin, TGF-[Formula: see text]/Smad, Integrin signaling pathway, and NF-KB signaling pathway via KEGG analysis. Through the quantitative analysis of bufalin literature, we revealed the research status and hot spots in this field and provided some guidance for further research.
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Affiliation(s)
- Xian Zhang
- Lymphoma and Myeloma Diagnosis and Treatment Center, The Second Affiliated Hospital of Dalian Medical University Dalian, Liaoning 116023, P. R. China
| | - Xiaoxuan Zhao
- Department of Gastrointestinal Oncology, The Second Affiliated Hospital of Dalian Medical University, Dalian, Liaoning 116023, P. R. China.,Department of Dermatology, Dalian Dermatology Hospital, Dalian, Liaoning 116023, P. R. China
| | - Kaili Liu
- Lymphoma and Myeloma Diagnosis and Treatment Center, The Second Affiliated Hospital of Dalian Medical University Dalian, Liaoning 116023, P. R. China
| | - Yuxuan Che
- Lymphoma and Myeloma Diagnosis and Treatment Center, The Second Affiliated Hospital of Dalian Medical University Dalian, Liaoning 116023, P. R. China
| | - Xun Qiu
- Lymphoma and Myeloma Diagnosis and Treatment Center, The Second Affiliated Hospital of Dalian Medical University Dalian, Liaoning 116023, P. R. China
| | - Yanjun Qu
- Department of Gastrointestinal Oncology, The Second Affiliated Hospital of Dalian Medical University, Dalian, Liaoning 116023, P. R. China
| | - Xiuhua Sun
- Lymphoma and Myeloma Diagnosis and Treatment Center, The Second Affiliated Hospital of Dalian Medical University Dalian, Liaoning 116023, P. R. China
| | - Jincheng Song
- Department of Gastrointestinal Oncology, The Second Affiliated Hospital of Dalian Medical University, Dalian, Liaoning 116023, P. R. China
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