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Iglesia MD, Jayasinghe RG, Chen S, Terekhanova NV, Herndon JM, Storrs E, Karpova A, Zhou DC, Naser Al Deen N, Shinkle AT, Lu RJH, Caravan W, Houston A, Zhao Y, Sato K, Lal P, Street C, Martins Rodrigues F, Southard-Smith AN, Targino da Costa ALN, Zhu H, Mo CK, Crowson L, Fulton RS, Wyczalkowski MA, Fronick CC, Fulton LA, Sun H, Davies SR, Appelbaum EL, Chasnoff SE, Carmody M, Brooks C, Liu R, Wendl MC, Oh C, Bender D, Cruchaga C, Harari O, Bredemeyer A, Lavine K, Bose R, Margenthaler J, Held JM, Achilefu S, Ademuyiwa F, Aft R, Ma C, Colditz GA, Ju T, Oh ST, Fitzpatrick J, Hwang ES, Shoghi KI, Chheda MG, Veis DJ, Chen F, Fields RC, Gillanders WE, Ding L. Differential chromatin accessibility and transcriptional dynamics define breast cancer subtypes and their lineages. NATURE CANCER 2024:10.1038/s43018-024-00773-6. [PMID: 39478117 DOI: 10.1038/s43018-024-00773-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 04/24/2024] [Indexed: 11/06/2024]
Abstract
Breast cancer (BC) is defined by distinct molecular subtypes with different cells of origin. The transcriptional networks that characterize the subtype-specific tumor-normal lineages are not established. In this work, we applied bulk, single-cell and single-nucleus multi-omic techniques as well as spatial transcriptomics and multiplex imaging on 61 samples from 37 patients with BC to show characteristic links in gene expression and chromatin accessibility between BC subtypes and their putative cells of origin. Regulatory network analysis of transcription factors underscored the importance of BHLHE40 in luminal BC and luminal mature cells and KLF5 in basal-like tumors and luminal progenitor cells. Furthermore, we identify key genes defining the basal-like (SOX6 and KCNQ3) and luminal A/B (FAM155A and LRP1B) lineages. Exhausted CTLA4-expressing CD8+ T cells were enriched in basal-like BC, suggesting an altered means of immune dysfunction. These findings demonstrate analysis of paired transcription and chromatin accessibility at the single-cell level is a powerful tool for investigating cancer lineage and highlight transcriptional networks that define basal and luminal BC lineages.
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Affiliation(s)
- Michael D Iglesia
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Reyka G Jayasinghe
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Siqi Chen
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Nadezhda V Terekhanova
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - John M Herndon
- Department of Surgery, Washington University in St. Louis, St. Louis, MO, USA
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Erik Storrs
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Alla Karpova
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Daniel Cui Zhou
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Nataly Naser Al Deen
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Andrew T Shinkle
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Rita Jui-Hsien Lu
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Wagma Caravan
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Andrew Houston
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Yanyan Zhao
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Kazuhito Sato
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Preet Lal
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
| | - Cherease Street
- Department of Surgery, Washington University in St. Louis, St. Louis, MO, USA
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Fernanda Martins Rodrigues
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Austin N Southard-Smith
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - André Luiz N Targino da Costa
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Houxiang Zhu
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Chia-Kuei Mo
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Lisa Crowson
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Robert S Fulton
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Matthew A Wyczalkowski
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Catrina C Fronick
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Lucinda A Fulton
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Hua Sun
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Sherri R Davies
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
| | | | - Sara E Chasnoff
- Department of Surgery, Washington University in St. Louis, St. Louis, MO, USA
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Madelyn Carmody
- Department of Surgery, Washington University in St. Louis, St. Louis, MO, USA
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Candace Brooks
- Department of Surgery, Washington University in St. Louis, St. Louis, MO, USA
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Ruiyang Liu
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Michael C Wendl
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
- Department of Mathematics, Washington University in St. Louis, St. Louis, MO, USA
- Department of Genetics, Washington University in St. Louis, St. Louis, MO, USA
| | - Clara Oh
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Diane Bender
- Bursky Center for Human Immunology & Immunotherapy, Washington University in St. Louis, St. Louis, MO, USA
| | - Carlos Cruchaga
- Department of Psychiatry, Washington University in St. Louis, St. Louis, MO, USA
| | - Oscar Harari
- Department of Psychiatry, Washington University in St. Louis, St. Louis, MO, USA
| | - Andrea Bredemeyer
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
| | - Kory Lavine
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- Department of Pathology and Immunology, Washington University in St. Louis, St. Louis, MO, USA
- Department of Developmental Biology, Washington University in St. Louis, St. Louis, MO, USA
| | - Ron Bose
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Julie Margenthaler
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Jason M Held
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Samuel Achilefu
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA
| | - Foluso Ademuyiwa
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Rebecca Aft
- Department of Surgery, Washington University in St. Louis, St. Louis, MO, USA
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA
- John Cochran Veterans Hospital, St. Louis, MO, USA
| | - Cynthia Ma
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Graham A Colditz
- Department of Surgery, Washington University in St. Louis, St. Louis, MO, USA
- Division of Public Health Sciences, Washington University School of Medicine, St. Louis, MO, USA
| | - Tao Ju
- Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, MO, USA
| | - Stephen T Oh
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- Department of Pathology and Immunology, Washington University in St. Louis, St. Louis, MO, USA
| | - James Fitzpatrick
- Washington University Center for Cellular Imaging, Washington University in St. Louis, St. Louis, MO, USA
- Departments of Neuroscience and Cell Biology & Physiology, Washington University in St. Louis, St. Louis, MO, USA
| | - E Shelley Hwang
- Department of Surgery, Duke University Medical Center, Durham, NC, England
| | - Kooresh I Shoghi
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA
- Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA
| | - Milan G Chheda
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Deborah J Veis
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA
- Department of Pathology and Immunology, Washington University in St. Louis, St. Louis, MO, USA
| | - Feng Chen
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
| | - Ryan C Fields
- Department of Surgery, Washington University in St. Louis, St. Louis, MO, USA
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA
| | - William E Gillanders
- Department of Surgery, Washington University in St. Louis, St. Louis, MO, USA.
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA.
| | - Li Ding
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA.
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA.
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA.
- Department of Genetics, Washington University in St. Louis, St. Louis, MO, USA.
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2
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Hushmandi K, Saadat SH, Mirilavasani S, Daneshi S, Aref AR, Nabavi N, Raesi R, Taheriazam A, Hashemi M. The multifaceted role of SOX2 in breast and lung cancer dynamics. Pathol Res Pract 2024; 260:155386. [PMID: 38861919 DOI: 10.1016/j.prp.2024.155386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2024] [Revised: 05/09/2024] [Accepted: 05/31/2024] [Indexed: 06/13/2024]
Abstract
Breast and lung cancers are leading causes of death among patients, with their global mortality and morbidity rates increasing. Conventional treatments often prove inadequate due to resistance development. The alteration of molecular interactions may accelerate cancer progression and treatment resistance. SOX2, known for its abnormal expression in various human cancers, can either accelerate or impede cancer progression. This review focuses on examining the role of SOX2 in breast and lung cancer development. An imbalance in SOX2 expression can promote the growth and dissemination of these cancers. SOX2 can also block programmed cell death, affecting autophagy and other cell death mechanisms. It plays a significant role in cancer metastasis, mainly by regulating the epithelial-to-mesenchymal transition (EMT). Additionally, an imbalanced SOX2 expression can cause resistance to chemotherapy and radiation therapy in these cancers. Genetic and epigenetic factors may affect SOX2 levels. Pharmacologically targeting SOX2 could improve the effectiveness of breast and lung cancer treatments.
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Affiliation(s)
- Kiavash Hushmandi
- Nephrology and Urology Research Center, Clinical Sciences Institute, Baqiyatallah University of Medical Sciences, Tehran, the Islamic Republic of Iran.
| | - Seyed Hassan Saadat
- Nephrology and Urology Research Center, Clinical Sciences Institute, Baqiyatallah University of Medical Sciences, Tehran, the Islamic Republic of Iran
| | - Seyedalireza Mirilavasani
- Campus Venlo, Faculty of Health, Medicine and Life Sciences (FHML), Maastricht University, The Netherlands
| | - Salman Daneshi
- Department of Public Health,School of Health,Jiroft University of Medical Sciences,Jiroft, the Islamic Republic of Iran
| | - Amir Reza Aref
- Department of Translational Sciences, Xsphera Biosciences Inc. Boston, MA, USA; Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Noushin Nabavi
- Department of Urologic Sciences and Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, V6H3Z6 Canada
| | - Rasoul Raesi
- Department of Health Services Management, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran.; Department of Nursing, Torbat Jam Faculty of Medical Sciences, Torbat Jam, Iran
| | - Afshin Taheriazam
- Farhikhtegan Medical Convergence Sciences Research Center, Farhikhtegan Hospital Tehran Medical Sciences, Islamic Azad University, Tehran, the Islamic Republic of Iran; Department of Orthopedics, Faculty of Medicine, Tehran Medical Sciences, Islamic Azad University, Tehran, the Islamic Republic of Iran.
| | - Mehrdad Hashemi
- Farhikhtegan Medical Convergence Sciences Research Center, Farhikhtegan Hospital Tehran Medical Sciences, Islamic Azad University, Tehran, the Islamic Republic of Iran; Department of Genetics, Faculty of Advanced Science and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, the Islamic Republic of Iran.
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3
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Del Puerto HL, Miranda APGS, Qutob D, Ferreira E, Silva FHS, Lima BM, Carvalho BA, Roque-Souza B, Gutseit E, Castro DC, Pozzolini ET, Duarte NO, Lopes TBG, Taborda DYO, Quirino SM, Elgerbi A, Choy JS, Underwood A. Clinical Correlation of Transcription Factor SOX3 in Cancer: Unveiling Its Role in Tumorigenesis. Genes (Basel) 2024; 15:777. [PMID: 38927713 PMCID: PMC11202618 DOI: 10.3390/genes15060777] [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: 04/15/2024] [Revised: 06/04/2024] [Accepted: 06/07/2024] [Indexed: 06/28/2024] Open
Abstract
Members of the SOX (SRY-related HMG box) family of transcription factors are crucial for embryonic development and cell fate determination. This review investigates the role of SOX3 in cancer, as aberrations in SOX3 expression have been implicated in several cancers, including osteosarcoma, breast, esophageal, endometrial, ovarian, gastric, hepatocellular carcinomas, glioblastoma, and leukemia. These dysregulations modulate key cancer outcomes such as apoptosis, epithelial-mesenchymal transition (EMT), invasion, migration, cell cycle, and proliferation, contributing to cancer development. SOX3 exhibits varied expression patterns correlated with clinicopathological parameters in diverse tumor types. This review aims to elucidate the nuanced role of SOX3 in tumorigenesis, correlating its expression with clinical and pathological characteristics in cancer patients and cellular modelsBy providing a comprehensive exploration of SOX3 involvement in cancer, this review underscores the multifaceted role of SOX3 across distinct tumor types. The complexity uncovered in SOX3 function emphasizes the need for further research to unravel its full potential in cancer therapeutics.
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Affiliation(s)
- Helen Lima Del Puerto
- Department of General Pathology, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil (E.F.)
| | - Ana Paula G. S. Miranda
- Department of General Pathology, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil (E.F.)
| | - Dinah Qutob
- Department of Biological Sciences, Kent State University at Stark, North Canton, OH 44720, USA;
| | - Enio Ferreira
- Department of General Pathology, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil (E.F.)
| | - Felipe H. S. Silva
- Department of General Pathology, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil (E.F.)
| | - Bruna M. Lima
- Department of General Pathology, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil (E.F.)
| | - Barbara A. Carvalho
- Department of General Pathology, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil (E.F.)
| | - Bruna Roque-Souza
- Department of General Pathology, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil (E.F.)
| | - Eduardo Gutseit
- Department of General Pathology, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil (E.F.)
| | - Diego C. Castro
- Department of General Pathology, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil (E.F.)
| | - Emanuele T. Pozzolini
- Department of General Pathology, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil (E.F.)
| | - Nayara O. Duarte
- Department of General Pathology, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil (E.F.)
| | - Thacyana B. G. Lopes
- Department of General Pathology, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil (E.F.)
| | - Daiana Y. O. Taborda
- Department of General Pathology, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil (E.F.)
| | - Stella M. Quirino
- Department of General Pathology, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil (E.F.)
| | - Ahmed Elgerbi
- Department of Biology, The Catholic University of America, Washington, DC 20064, USA
| | - John S. Choy
- Department of Biology, The Catholic University of America, Washington, DC 20064, USA
| | - Adam Underwood
- Division of Mathematics and Sciences, Walsh University, North Canton, OH 44720, USA;
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4
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Tollot-Wegner M, Jessen M, Kim K, Sanz-Moreno A, Spielmann N, Gailus-Durner V, Fuchs H, Hrabe de Angelis M, von Eyss B. TRPS1 maintains luminal progenitors in the mammary gland by repressing SRF/MRTF activity. Breast Cancer Res 2024; 26:74. [PMID: 38702730 PMCID: PMC11067134 DOI: 10.1186/s13058-024-01824-7] [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: 12/22/2023] [Accepted: 04/12/2024] [Indexed: 05/06/2024] Open
Abstract
The transcription factor TRPS1 is a context-dependent oncogene in breast cancer. In the mammary gland, TRPS1 activity is restricted to the luminal population and is critical during puberty and pregnancy. Its function in the resting state remains however unclear. To evaluate whether it could be a target for cancer therapy, we investigated TRPS1 function in the healthy adult mammary gland using a conditional ubiquitous depletion mouse model where long-term depletion does not affect fitness. Using transcriptomic approaches, flow cytometry and functional assays, we show that TRPS1 activity is essential to maintain a functional luminal progenitor compartment. This requires the repression of both YAP/TAZ and SRF/MRTF activities. TRPS1 represses SRF/MRTF activity indirectly by modulating RhoA activity. Our work uncovers a hitherto undisclosed function of TRPS1 in luminal progenitors intrinsically linked to mechanotransduction in the mammary gland. It may also provide new insights into the oncogenic functions of TRPS1 as luminal progenitors are likely the cells of origin of many breast cancers.
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Affiliation(s)
- Marie Tollot-Wegner
- Transcriptional Control of Tissue Homeostasis Lab, Leibniz Institute on Aging, Fritz Lipmann Institute E.V., Beutenbergstr. 11, 07745, Jena, Germany
| | - Marco Jessen
- Transcriptional Control of Tissue Homeostasis Lab, Leibniz Institute on Aging, Fritz Lipmann Institute E.V., Beutenbergstr. 11, 07745, Jena, Germany
| | - KyungMok Kim
- Transcriptional Control of Tissue Homeostasis Lab, Leibniz Institute on Aging, Fritz Lipmann Institute E.V., Beutenbergstr. 11, 07745, Jena, Germany
| | - Adrián Sanz-Moreno
- Institute of Experimental Genetics, German Mouse Clinic, Helmholtz Zentrum München, Ingolstaedter Landstr.1, Neuherberg, Germany
| | - Nadine Spielmann
- Institute of Experimental Genetics, German Mouse Clinic, Helmholtz Zentrum München, Ingolstaedter Landstr.1, Neuherberg, Germany
| | - Valerie Gailus-Durner
- Institute of Experimental Genetics, German Mouse Clinic, Helmholtz Zentrum München, Ingolstaedter Landstr.1, Neuherberg, Germany
| | - Helmut Fuchs
- Institute of Experimental Genetics, German Mouse Clinic, Helmholtz Zentrum München, Ingolstaedter Landstr.1, Neuherberg, Germany
| | - Martin Hrabe de Angelis
- Institute of Experimental Genetics, German Mouse Clinic, Helmholtz Zentrum München, Ingolstaedter Landstr.1, Neuherberg, Germany
- Chair of Experimental Genetics, TUM School of Life Sciences, Technische Universität München, Alte Akademie 8, 85354, Freising, Germany
- German Center for Diabetes Research (DZD), Ingolstaedter Landstraße. 1, 85764, Neuherberg, Germany
| | - Björn von Eyss
- Transcriptional Control of Tissue Homeostasis Lab, Leibniz Institute on Aging, Fritz Lipmann Institute E.V., Beutenbergstr. 11, 07745, Jena, Germany.
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5
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Praveen Kumar A, Vicente D, Liu J, Raj-Kumar PK, Deyarmin B, Lin X, Shriver CD, Hu H. Association of clinicopathologic and molecular factors with the occurrence of positive margins in breast cancer. Breast Cancer Res Treat 2024; 204:15-26. [PMID: 38038766 PMCID: PMC10805852 DOI: 10.1007/s10549-023-07157-x] [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: 06/07/2023] [Accepted: 10/05/2023] [Indexed: 12/02/2023]
Abstract
PURPOSE To explore the association of clinicopathologic and molecular factors with the occurrence of positive margins after first surgery in breast cancer. METHODS The clinical and RNA-Seq data for 951 (75 positive and 876 negative margins) primary breast cancer patients from The Cancer Genome Atlas (TCGA) were used. The role of each clinicopathologic factor for margin prediction and also their impact on survival were evaluated using logistic regression, Fisher's exact test, and Cox proportional hazards regression models. In addition, differential expression analysis on a matched dataset (71 positive and 71 negative margins) was performed using Deseq2 and LASSO regression. RESULTS Association studies showed that higher stage, larger tumor size (T), positive lymph nodes (N), and presence of distant metastasis (M) significantly contributed (p ≤ 0.05) to positive surgical margins. In case of surgery, lumpectomy was significantly associated with positive margin compared to mastectomy. Moreover, PAM50 Luminal A subtype had higher chance of positive margin resection compared to Basal-like subtype. Survival models demonstrated that positive margin status along with higher stage, higher TNM, and negative hormone receptor status was significant for disease progression. We also found that margin status might be a surrogate of tumor stage. In addition, 29 genes that could be potential positive margin predictors and 8 pathways were identified from molecular data analysis. CONCLUSION The occurrence of positive margins after surgery was associated with various clinical factors, similar to the findings reported in earlier studies. In addition, we found that the PAM50 intrinsic subtype Luminal A has more chance of obtaining positive margins compared to Basal type. As the first effort to pursue molecular understanding of the margin status, a gene panel of 29 genes including 17 protein-coding genes was also identified for potential prediction of the margin status which needs to be validated using a larger sample set.
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Affiliation(s)
- Anupama Praveen Kumar
- Chan Soon-Shiong Institute of Molecular Medicine at Windber (CSSIMMW), Windber, PA, USA
| | | | - Jianfang Liu
- Chan Soon-Shiong Institute of Molecular Medicine at Windber (CSSIMMW), Windber, PA, USA
| | - Praveen-Kumar Raj-Kumar
- Chan Soon-Shiong Institute of Molecular Medicine at Windber (CSSIMMW), Windber, PA, USA
- Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Brenda Deyarmin
- Chan Soon-Shiong Institute of Molecular Medicine at Windber (CSSIMMW), Windber, PA, USA
| | - Xiaoying Lin
- Chan Soon-Shiong Institute of Molecular Medicine at Windber (CSSIMMW), Windber, PA, USA
- Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Craig D Shriver
- Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
- Department of Surgery, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Hai Hu
- Chan Soon-Shiong Institute of Molecular Medicine at Windber (CSSIMMW), Windber, PA, USA.
- Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, USA.
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6
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Liu Y, John P, Nishitani K, Cui J, Nishimura CD, Christin JR, Couturier N, Ren X, Wei Y, Pulanco MC, Galbo PM, Zhang X, Fu W, Cui W, Bartholdy BA, Zheng D, Lauvau G, Fineberg SA, Oktay MH, Zang X, Guo W. A SOX9-B7x axis safeguards dedifferentiated tumor cells from immune surveillance to drive breast cancer progression. Dev Cell 2023; 58:2700-2717.e12. [PMID: 37963469 PMCID: PMC10842074 DOI: 10.1016/j.devcel.2023.10.010] [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: 02/06/2023] [Revised: 09/15/2023] [Accepted: 10/20/2023] [Indexed: 11/16/2023]
Abstract
How dedifferentiated stem-like tumor cells evade immunosurveillance remains poorly understood. We show that the lineage-plasticity regulator SOX9, which is upregulated in dedifferentiated tumor cells, limits the number of infiltrating T lymphocytes in premalignant lesions of mouse basal-like breast cancer. SOX9-mediated immunosuppression is required for the progression of in situ tumors to invasive carcinoma. SOX9 induces the expression of immune checkpoint B7x/B7-H4 through STAT3 activation and direct transcriptional regulation. B7x is upregulated in dedifferentiated tumor cells and protects them from immunosurveillance. B7x also protects mammary gland regeneration in immunocompetent mice. In advanced tumors, B7x targeting inhibits tumor growth and overcomes resistance to anti-PD-L1 immunotherapy. In human breast cancer, SOX9 and B7x expression are correlated and associated with reduced CD8+ T cell infiltration. This study, using mouse models, cell lines, and patient samples, identifies a dedifferentiation-associated immunosuppression mechanism and demonstrates the therapeutic potential of targeting the SOX9-B7x pathway in basal-like breast cancer.
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Affiliation(s)
- Yu Liu
- Ruth L. and David S. Gottesman Institute for Stem Cell and Regenerative Medicine Research, Albert Einstein College of Medicine, Bronx, NY 10461, USA; Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Peter John
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Kenta Nishitani
- Ruth L. and David S. Gottesman Institute for Stem Cell and Regenerative Medicine Research, Albert Einstein College of Medicine, Bronx, NY 10461, USA; Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Jihong Cui
- Ruth L. and David S. Gottesman Institute for Stem Cell and Regenerative Medicine Research, Albert Einstein College of Medicine, Bronx, NY 10461, USA; Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Christopher D Nishimura
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - John R Christin
- Ruth L. and David S. Gottesman Institute for Stem Cell and Regenerative Medicine Research, Albert Einstein College of Medicine, Bronx, NY 10461, USA; Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Nicole Couturier
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Xiaoxin Ren
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Yao Wei
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Marc C Pulanco
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Phillip M Galbo
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY 10461, USA; Department of Genetics, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Xusheng Zhang
- Department of Genetics, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Wenyan Fu
- Ruth L. and David S. Gottesman Institute for Stem Cell and Regenerative Medicine Research, Albert Einstein College of Medicine, Bronx, NY 10461, USA; Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Wei Cui
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Boris A Bartholdy
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Deyou Zheng
- Department of Genetics, Albert Einstein College of Medicine, Bronx, NY 10461, USA; Departments of Neurology and Neuroscience, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Gregoire Lauvau
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Susan A Fineberg
- Department of Pathology, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, NY 10467, USA
| | - Maja H Oktay
- Department of Pathology, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, NY 10467, USA; Montefiore Einstein Comprehensive Cancer Center, Albert Einstein College of Medicine, Bronx, NY 10461, USA; Department of Anatomy and Structural Biology, Albert Einstein College of Medicine, Bronx, NY 10461, USA; Gruss-Lipper Biophotonic Center, Albert Einstein College of Medicine, Bronx, NY 10461, USA; Integrated Imaging Program, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Xingxing Zang
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY 10461, USA; Department of Medicine, Albert Einstein College of Medicine, Bronx, NY 10461, USA; Department of Urology, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
| | - Wenjun Guo
- Ruth L. and David S. Gottesman Institute for Stem Cell and Regenerative Medicine Research, Albert Einstein College of Medicine, Bronx, NY 10461, USA; Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY 10461, USA; Montefiore Einstein Comprehensive Cancer Center, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
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7
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Kolenda T, Graczyk Z, Żarska B, Łosiewski W, Smolibowski M, Wartecki A, Kozłowska-Masłoń J, Guglas K, Florczak A, Kazimierczak U, Teresiak A, Lamperska K. SRY-Related Transcription Factors in Head and Neck Squamous Cell Carcinomas: In Silico Based Analysis. Curr Issues Mol Biol 2023; 45:9431-9449. [PMID: 38132438 PMCID: PMC10742289 DOI: 10.3390/cimb45120592] [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: 07/07/2023] [Revised: 11/15/2023] [Accepted: 11/17/2023] [Indexed: 12/23/2023] Open
Abstract
Head and neck squamous cell carcinoma (HNSCC) is the sixth leading cancer and the fifth cause of cancer-related deaths worldwide with a poor 5-year survival. SOX family genes play a role in the processes involved in cancer development such as epithelial-mesenchymal transition (EMT), the maintenance of cancer stem cells (CSCs) and the regulation of drug resistance. We analyzed the expression of SOX2-OT, SOX6, SOX8, SOX21, SOX30 and SRY genes in HNSCC patients using the Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) datasets, to assess their biological role and their potential utility as biomarkers. We demonstrated statistically significant differences in expression between normal and primary tumor tissues for SOX6, SOX8, SOX21 and SOX30 genes and pointed to SOX6 as the one that met the independent diagnostic markers criteria. SOX21 or SRY alone, or the panel of six SRY-related genes, could be used to estimate patient survival. SRY-related genes are positively correlated with immunological processes, as well as with keratinization and formation of the cornified envelope, and negatively correlated with DNA repair and response to stress. Moreover, except SRY, all analyzed genes were associated with a different tumor composition and immunological profiles. Based on validation results, the expression of SOX30 is higher in HPV(+) patients and is associated with patients' survival. SRY-related transcription factors have vast importance in HNSCC biology. SOX30 seems to be a potential biomarker of HPV infection and could be used as a prognostic marker, but further research is required to fully understand the role of SOX family genes in HNSCC.
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Affiliation(s)
- Tomasz Kolenda
- Laboratory of Cancer Genetics, Greater Poland Cancer Centre, Garbary 15, 61-866 Poznan, Poland
- Research and Implementation Unit, Greater Poland Cancer Centre, Garbary 15, 61-866 Poznan, Poland
| | - Zuzanna Graczyk
- Department of Cancer Immunology, Poznan University of Medical Sciences, 8 Rokietnicka Street, 60-806 Poznan, Poland (A.W.); (A.F.)
- Institute of Human Genetics, Polish Academy of Sciences, Strzeszynska 32, 60-479 Poznan, Poland
| | - Barbara Żarska
- Department of Cancer Immunology, Poznan University of Medical Sciences, 8 Rokietnicka Street, 60-806 Poznan, Poland (A.W.); (A.F.)
| | - Wojciech Łosiewski
- Department of Cancer Immunology, Poznan University of Medical Sciences, 8 Rokietnicka Street, 60-806 Poznan, Poland (A.W.); (A.F.)
| | - Mikołaj Smolibowski
- Department of Cancer Immunology, Poznan University of Medical Sciences, 8 Rokietnicka Street, 60-806 Poznan, Poland (A.W.); (A.F.)
| | - Adrian Wartecki
- Department of Cancer Immunology, Poznan University of Medical Sciences, 8 Rokietnicka Street, 60-806 Poznan, Poland (A.W.); (A.F.)
| | - Joanna Kozłowska-Masłoń
- Laboratory of Cancer Genetics, Greater Poland Cancer Centre, Garbary 15, 61-866 Poznan, Poland
- Research and Implementation Unit, Greater Poland Cancer Centre, Garbary 15, 61-866 Poznan, Poland
- Institute of Human Biology and Evolution, Faculty of Biology, Adam Mickiewicz University, Uniwersytetu Poznańskiego 6, 61-614 Poznan, Poland
| | - Kacper Guglas
- Laboratory of Cancer Genetics, Greater Poland Cancer Centre, Garbary 15, 61-866 Poznan, Poland
- Research and Implementation Unit, Greater Poland Cancer Centre, Garbary 15, 61-866 Poznan, Poland
- Postgraduate School of Molecular Medicine, Medical University of Warsaw, Żwirki i Wigury 61, 02-091 Warsaw, Poland
| | - Anna Florczak
- Department of Cancer Immunology, Poznan University of Medical Sciences, 8 Rokietnicka Street, 60-806 Poznan, Poland (A.W.); (A.F.)
- Department of Diagnostics and Cancer Immunology, Greater Poland Cancer Centre, Garbary 15, 61-688 Poznan, Poland
| | - Urszula Kazimierczak
- Department of Cancer Immunology, Poznan University of Medical Sciences, 8 Rokietnicka Street, 60-806 Poznan, Poland (A.W.); (A.F.)
- Department of Diagnostics and Cancer Immunology, Greater Poland Cancer Centre, Garbary 15, 61-688 Poznan, Poland
| | - Anna Teresiak
- Laboratory of Cancer Genetics, Greater Poland Cancer Centre, Garbary 15, 61-866 Poznan, Poland
- Research and Implementation Unit, Greater Poland Cancer Centre, Garbary 15, 61-866 Poznan, Poland
| | - Katarzyna Lamperska
- Laboratory of Cancer Genetics, Greater Poland Cancer Centre, Garbary 15, 61-866 Poznan, Poland
- Research and Implementation Unit, Greater Poland Cancer Centre, Garbary 15, 61-866 Poznan, Poland
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8
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Iglesia MD, Jayasinghe RG, Chen S, Terekhanova NV, Herndon JM, Storrs E, Karpova A, Zhou DC, Al Deen NN, Shinkle AT, Lu RJH, Caravan W, Houston A, Zhao Y, Sato K, Lal P, Street C, Rodrigues FM, Southard-Smith AN, Targino da Costa ALN, Zhu H, Mo CK, Crowson L, Fulton RS, Wyczalkowski MA, Fronick CC, Fulton LA, Sun H, Davies SR, Appelbaum EL, Chasnoff SE, Carmody M, Brooks C, Liu R, Wendl MC, Oh C, Bender D, Cruchaga C, Harari O, Bredemeyer A, Lavine K, Bose R, Margenthaler J, Held JM, Achilefu S, Ademuyiwa F, Aft R, Ma C, Colditz GA, Ju T, Oh ST, Fitzpatrick J, Hwang ES, Shoghi KI, Chheda MG, Veis DJ, Chen F, Fields RC, Gillanders WE, Ding L. Differential chromatin accessibility and transcriptional dynamics define breast cancer subtypes and their lineages. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.31.565031. [PMID: 37961519 PMCID: PMC10634973 DOI: 10.1101/2023.10.31.565031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Breast cancer is a heterogeneous disease, and treatment is guided by biomarker profiles representing distinct molecular subtypes. Breast cancer arises from the breast ductal epithelium, and experimental data suggests breast cancer subtypes have different cells of origin within that lineage. The precise cells of origin for each subtype and the transcriptional networks that characterize these tumor-normal lineages are not established. In this work, we applied bulk, single-cell (sc), and single-nucleus (sn) multi-omic techniques as well as spatial transcriptomics and multiplex imaging on 61 samples from 37 breast cancer patients to show characteristic links in gene expression and chromatin accessibility between breast cancer subtypes and their putative cells of origin. We applied the PAM50 subtyping algorithm in tandem with bulk RNA-seq and snRNA-seq to reliably subtype even low-purity tumor samples and confirm promoter accessibility using snATAC. Trajectory analysis of chromatin accessibility and differentially accessible motifs clearly connected progenitor populations with breast cancer subtypes supporting the cell of origin for basal-like and luminal A and B tumors. Regulatory network analysis of transcription factors underscored the importance of BHLHE40 in luminal breast cancer and luminal mature cells, and KLF5 in basal-like tumors and luminal progenitor cells. Furthermore, we identify key genes defining the basal-like ( PRKCA , SOX6 , RGS6 , KCNQ3 ) and luminal A/B ( FAM155A , LRP1B ) lineages, with expression in both precursor and cancer cells and further upregulation in tumors. Exhausted CTLA4-expressing CD8+ T cells were enriched in basal-like breast cancer, suggesting altered means of immune dysfunction among breast cancer subtypes. We used spatial transcriptomics and multiplex imaging to provide spatial detail for key markers of benign and malignant cell types and immune cell colocation. These findings demonstrate analysis of paired transcription and chromatin accessibility at the single cell level is a powerful tool for investigating breast cancer lineage development and highlight transcriptional networks that define basal and luminal breast cancer lineages.
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9
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Khanna P, Mehta R, Mehta GA, Bhatt V, Guo JY, Gatza ML. SOX4-SMARCA4 complex promotes glycolysis-dependent TNBC cell growth through transcriptional regulation of Hexokinase 2. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.10.557071. [PMID: 37745600 PMCID: PMC10515838 DOI: 10.1101/2023.09.10.557071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/26/2023]
Abstract
Tumor cells rely on increased glycolytic capacity to promote cell growth and progression. While glycolysis is known to be upregulated in the majority of triple negative (TNBC) or basal-like subtype breast cancers, the mechanism remains unclear. Here, we used integrative genomic analyses to identify a subset of basal-like tumors characterized by increased expression of the oncogenic transcription factor SOX4 and its co-factor the SWI/SNF ATPase SMARCA4. These tumors are defined by unique gene expression programs that correspond with increased tumor proliferation and activation of key metabolic pathways, including glycolysis. Mechanistically, we demonstrate that the SOX4-SMARCA4 complex mediates glycolysis through direct transcriptional regulation of Hexokinase 2 (HK2) and that aberrant HK2 expression and altered glycolytic capacity are required to mediate SOX4-SMARCA4-dependent cell growth. Collectively, we have defined the SOX4-SMARCA4-HK2 signaling axis in basal-like breast tumors and established that this axis promotes metabolic reprogramming which is required to maintain tumor cell growth.
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Affiliation(s)
- Pooja Khanna
- Department of Radiation Oncology, Robert Wood Johnson Medical School, New Brunswick, NJ 08903, USA
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ 08903, USA
| | - Rushabh Mehta
- Department of Radiation Oncology, Robert Wood Johnson Medical School, New Brunswick, NJ 08903, USA
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ 08903, USA
| | - Gaurav A. Mehta
- Department of Radiation Oncology, Robert Wood Johnson Medical School, New Brunswick, NJ 08903, USA
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ 08903, USA
| | - Vrushank Bhatt
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ 08903, USA
- Department of Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey 08901
- Department of Chemical Biology, Rutgers Ernest Mario School of Pharmacy, Piscataway, New Jersey 08854
| | - Jessie Y. Guo
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ 08903, USA
- Department of Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey 08901
- Department of Chemical Biology, Rutgers Ernest Mario School of Pharmacy, Piscataway, New Jersey 08854
| | - Michael L. Gatza
- Department of Radiation Oncology, Robert Wood Johnson Medical School, New Brunswick, NJ 08903, USA
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ 08903, USA
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10
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Li Z, Wang F. Integrative analysis of the SOX family-related prognostic signature and immunological infiltration in prostate cancer. Transl Cancer Res 2023; 12:2048-2062. [PMID: 37701109 PMCID: PMC10493808 DOI: 10.21037/tcr-23-501] [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: 03/22/2023] [Accepted: 07/21/2023] [Indexed: 09/14/2023]
Abstract
Background Prostate cancer (PCa) remains a major prevalent cancer worldwide and has a poor prognosis. The sex-determining region Y (SRY)-related high-mobility group (HMG) box (SOX) family is a series of transcription factors (TFs) involved in regulating many biological processes (BPs). In tumors, however, SOX genes are frequently deregulated. Tumorigenic deregulation took place at the transcriptional, translational, and posttranslational levels. This leads them to be correlated to tumor progression and poor clinical outcomes in PCa. Nevertheless, the SOX family prognostic role in PCa still needs further investigation. Methods A SOX family-related prognostic signature was developed by performing LASSO (Least absolute shrinkage and selection operator) Cox regression analysis. The construction of a lncRNA-miRNA-mRNA regulatory axis for PCa was performed using a ceRNA network. Results Upregulation was observed in the expression of SOX4/8/11/12/14, while downregulation was observed for SOX2/5/7/13/15/30 in PCa. Consensus clustering identified four clusters of PCa patients based on these differentially expressed SOX family members. The constructed SOX family-related prognostic signature, which includes five SOX family members (SOX5/8/11/12/30), performed well in predicting PCa-patient prognosis. B cells, CD4+ T cells, CD8+ T cells, neutrophils, macrophages, and dendritic cell immune infiltration levels had a significant association with PCa-patient risk scores. Based on additional analysis, a significant association was also suggested between SOX family expression and tumor mutational burden (TMB), microsatellite instability (MSI), and drug sensitivity. By constructing a ceRNA network, a lncRNA SGMS1-AS1/miR-194-5p/SOX5 regulatory axis was developed for PCa. Conclusions Herein, a SOX family-related prognostic signature was identified and was found to perform well in predicting PCa-patient prognosis. A lncRNA SGMS1-AS1/miR-194-5p/SOX5 regulatory axis was also identified for PCa progression.
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Affiliation(s)
- Zeyu Li
- Department of Urology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Fuli Wang
- Department of Urology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
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11
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Zeng L, Zhu Y, Moreno CS, Wan Y. New insights into KLFs and SOXs in cancer pathogenesis, stemness, and therapy. Semin Cancer Biol 2023; 90:29-44. [PMID: 36806560 PMCID: PMC10023514 DOI: 10.1016/j.semcancer.2023.02.003] [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: 05/31/2022] [Revised: 09/04/2022] [Accepted: 02/08/2023] [Indexed: 02/17/2023]
Abstract
Despite the development of cancer therapies, the success of most treatments has been impeded by drug resistance. The crucial role of tumor cell plasticity has emerged recently in cancer progression, cancer stemness and eventually drug resistance. Cell plasticity drives tumor cells to reversibly convert their cell identity, analogous to differentiation and dedifferentiation, to adapt to drug treatment. This phenotypical switch is driven by alteration of the transcriptome. Several pluripotent factors from the KLF and SOX families are closely associated with cancer pathogenesis and have been revealed to regulate tumor cell plasticity. In this review, we particularly summarize recent studies about KLF4, KLF5 and SOX factors in cancer development and evolution, focusing on their roles in cancer initiation, invasion, tumor hierarchy and heterogeneity, and lineage plasticity. In addition, we discuss the various regulation of these transcription factors and related cutting-edge drug development approaches that could be used to drug "undruggable" transcription factors, such as PROTAC and PPI targeting, for targeted cancer therapy. Advanced knowledge could pave the way for the development of novel drugs that target transcriptional regulation and could improve the outcome of cancer therapy.
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Affiliation(s)
- Lidan Zeng
- Department of Pharmacology and Chemical Biology, Department of Hematology and oncology, Winship Cancer Institute, Emory University School of Medicine, USA
| | - Yueming Zhu
- Department of Pharmacology and Chemical Biology, Department of Hematology and oncology, Winship Cancer Institute, Emory University School of Medicine, USA
| | - Carlos S Moreno
- Department of Pathology and Laboratory Medicine, Department of Biomedical Informatics, Winship Cancer Institute, Emory University School of Medicine, USA.
| | - Yong Wan
- Department of Pharmacology and Chemical Biology, Department of Hematology and oncology, Winship Cancer Institute, Emory University School of Medicine, USA.
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12
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Obaidat D, Giordo R, Kleinbrink EL, Banisad E, Grossman LI, Arshad R, Stark A, Maroun MC, Lipovich L, Fernandez-Madrid F. Non-coding regions of nuclear-DNA-encoded mitochondrial genes and intergenic sequences are targeted by autoantibodies in breast cancer. Front Genet 2023; 13:970619. [PMID: 37082114 PMCID: PMC10111166 DOI: 10.3389/fgene.2022.970619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 11/15/2022] [Indexed: 03/31/2023] Open
Abstract
Autoantibodies against mitochondrial-derived antigens play a key role in chronic tissue inflammation in autoimmune disorders and cancers. Here, we identify autoreactive nuclear genomic DNA (nDNA)-encoded mitochondrial gene products (GAPDH, PKM2, GSTP1, SPATA5, MFF, TSPOAP1, PHB2, COA4, and HAGH) recognized by breast cancer (BC) patients’ sera as nonself, supporting a direct relationship of mitochondrial autoimmunity to breast carcinogenesis. Autoreactivity of multiple nDNA-encoded mitochondrial gene products was mapped to protein-coding regions, 3’ untranslated regions (UTRs), as well as introns. In addition, autoantibodies in BC sera targeted intergenic sequences that may be parts of long non-coding RNA (lncRNA) genes, including LINC02381 and other putative lncRNA neighbors of the protein-coding genes ERCC4, CXCL13, SOX3, PCDH1, EDDM3B, and GRB2. Increasing evidence indicates that lncRNAs play a key role in carcinogenesis. Consistent with this, our findings suggest that lncRNAs, as well as mRNAs of nDNA-encoded mitochondrial genes, mechanistically contribute to BC progression. This work supports a new paradigm of breast carcinogenesis based on a globally dysfunctional genome with altered function of multiple mitochondrial and non-mitochondrial oncogenic pathways caused by the effects of autoreactivity-induced dysregulation of multiple genes and their products. This autoimmunity-based model of carcinogenesis will open novel avenues for BC treatment.
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Affiliation(s)
- Deya Obaidat
- Department of Internal Medicine, Division of Rheumatology, Wayne State University School of Medicine, Detroit, MI, United States
| | - Roberta Giordo
- Department of Basic Medical Sciences, College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Erica L. Kleinbrink
- Center for Molecular Medicine and Genetics, Wayne State University, Detroit, MI, United States
- Quantitative Life Sciences, McGill University, Montreal, QC, Canada
| | - Emilia Banisad
- Department of Internal Medicine, Division of Rheumatology, Wayne State University School of Medicine, Detroit, MI, United States
| | - Lawrence I. Grossman
- Center for Molecular Medicine and Genetics, Wayne State University, Detroit, MI, United States
| | - Rooshan Arshad
- Center for Molecular Medicine and Genetics, Wayne State University, Detroit, MI, United States
| | - Azadeh Stark
- Department of Pathology, Henry Ford Health System, Detroit, MI, United States
| | - Marie-Claire Maroun
- Department of Internal Medicine, Division of Rheumatology, Wayne State University School of Medicine, Detroit, MI, United States
| | - Leonard Lipovich
- Department of Basic Medical Sciences, College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
- Shenzhen Huayuan Biotechnology Co. Ltd, Shenzhen Huayuan Biological Science Research Institute, Shenzhen, Guangdong, China
- *Correspondence: Leonard Lipovich, ; Félix Fernandez-Madrid,
| | - Félix Fernandez-Madrid
- Department of Internal Medicine, Division of Rheumatology, Wayne State University School of Medicine, Detroit, MI, United States
- Center for Molecular Medicine and Genetics, Wayne State University, Detroit, MI, United States
- Karmanos Cancer Institute, Wayne State University, Detroit, MI, United States
- *Correspondence: Leonard Lipovich, ; Félix Fernandez-Madrid,
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Akhouayri L, Ostano P, Mello-Grand M, Gregnanin I, Crivelli F, Laurora S, Liscia D, Leone F, Santoro A, Mulè A, Guarino D, Maggiore C, Carlino A, Magno S, Scatolini M, Di Leone A, Masetti R, Chiorino G. Identification of a minimum number of genes to predict triple-negative breast cancer subgroups from gene expression profiles. Hum Genomics 2022; 16:70. [PMID: 36536459 PMCID: PMC9764480 DOI: 10.1186/s40246-022-00436-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Accepted: 11/21/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Triple-negative breast cancer (TNBC) is a very heterogeneous disease. Several gene expression and mutation profiling approaches were used to classify it, and all converged to the identification of distinct molecular subtypes, with some overlapping across different approaches. However, a standardised tool to routinely classify TNBC in the clinics and guide personalised treatment is lacking. We aimed at defining a specific gene signature for each of the six TNBC subtypes proposed by Lehman et al. in 2011 (basal-like 1 (BL1); basal-like 2 (BL2); mesenchymal (M); immunomodulatory (IM); mesenchymal stem-like (MSL); and luminal androgen receptor (LAR)), to be able to accurately predict them. METHODS Lehman's TNBCtype subtyping tool was applied to RNA-sequencing data from 482 TNBC (GSE164458), and a minimal subtype-specific gene signature was defined by combining two class comparison techniques with seven attribute selection methods. Several machine learning algorithms for subtype prediction were used, and the best classifier was applied on microarray data from 72 Italian TNBC and on the TNBC subset of the BRCA-TCGA data set. RESULTS We identified two signatures with the 120 and 81 top up- and downregulated genes that define the six TNBC subtypes, with prediction accuracy ranging from 88.6 to 89.4%, and even improving after removal of the least important genes. Network analysis was used to identify highly interconnected genes within each subgroup. Two druggable matrix metalloproteinases were found in the BL1 and BL2 subsets, and several druggable targets were complementary to androgen receptor or aromatase in the LAR subset. Several secondary drug-target interactions were found among the upregulated genes in the M, IM and MSL subsets. CONCLUSIONS Our study took full advantage of available TNBC data sets to stratify samples and genes into distinct subtypes, according to gene expression profiles. The development of a data mining approach to acquire a large amount of information from several data sets has allowed us to identify a well-determined minimal number of genes that may help in the recognition of TNBC subtypes. These genes, most of which have been previously found to be associated with breast cancer, have the potential to become novel diagnostic markers and/or therapeutic targets for specific TNBC subsets.
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Affiliation(s)
- Laila Akhouayri
- Department of Biomedical Sciences, Genetics and Molecular Biology Laboratory, Faculty of Medicine and Pharmacy, Hassan II-Casablanca University, Casablanca, Morocco
- Department of Life Sciences and Systems Biology, University of Turin, Turin, Italy
| | - Paola Ostano
- Cancer Genomics Lab, Fondazione Edo ed Elvo Tempia, Biella, Italy
| | | | - Ilaria Gregnanin
- Cancer Genomics Lab, Fondazione Edo ed Elvo Tempia, Biella, Italy
| | - Francesca Crivelli
- Cancer Genomics Lab, Fondazione Edo ed Elvo Tempia, Biella, Italy
- Clinical Research Division, “Degli Infermi” Hospital, Ponderano, BI Italy
| | - Sara Laurora
- Molecular Oncology Lab, Fondazione Edo ed Elvo Tempia, Biella, Italy
| | - Daniele Liscia
- Pathology Department, “Degli Infermi” Hospital, Ponderano, BI Italy
| | - Francesco Leone
- Oncology Department, “Degli Infermi” Hospital, Ponderano, BI Italy
| | - Angela Santoro
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Antonino Mulè
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | | | - Claudia Maggiore
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Angela Carlino
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Stefano Magno
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Maria Scatolini
- Molecular Oncology Lab, Fondazione Edo ed Elvo Tempia, Biella, Italy
| | - Alba Di Leone
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Riccardo Masetti
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
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14
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Wang N, Zhang Y, Li W, Peng Z, Pan H, Li S, Cheng T, Liu C. Abnormal overexpression of SoxD enhances melanin synthesis in the Ursa mutant of Bombyx mori. INSECT BIOCHEMISTRY AND MOLECULAR BIOLOGY 2022; 149:103832. [PMID: 36067957 DOI: 10.1016/j.ibmb.2022.103832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Revised: 08/30/2022] [Accepted: 08/30/2022] [Indexed: 06/15/2023]
Abstract
The pigment and structural color of insects play crucial roles in body protection, ecological adaptation, and signal communication. Epidermal melanization is a common and main coloring pattern, which results in broad phenotypic diversity. Melanin is one of the compounds contributing to dark brown-black pigmentation, which is synthesized from dopamine and tyrosine by the melanin metabolism pathway. The Ursa mutant of the silkworm Bombyx mori is a body-color mutant characterized by excessive melanin pigmentation in the larval epidermis. However, the exact gene responsible for this phenotype remains unclear. Here, we performed positional cloning of the gene responsible for Ursa, which was mapped to an 83-kb region on chromosome 14. The genomic region contains a protein-coding gene encoding a transcription factor, which was designated BmSoxD. The mutation site was determined by analysis of nucleotide sequences of the genomic region corresponding to BmSoxD, which identified a 449-bp transposable sequence similar to that of the B. mori transposon Helitron inserted into the sixth intron. BmSoxD was dramatically overexpressed in the epidermis of Ursa at the end of the molting stage compared with that of wild-type B. mori. Overexpression of BmSoxD led to upregulation of genes involved in the melanin metabolism pathway, whereas knocking down BmSoxD via small interfering RNAs blocked melanin pigment production in the larval epidermis. These data indicate that the mutation in BmSoxD is responsible for the Ursa mutant phenotype. We propose that the transposable sequence insertion causes abnormal overexpression of BmSoxD at the molting stage in the Ursa mutant, resulting in excessive melanin synthesis and its accumulation in epidermal cells.
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Affiliation(s)
- Niannian Wang
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, 400716, China
| | - Yinxia Zhang
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, 400716, China
| | - Wei Li
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, 400716, China
| | - Zhangchuan Peng
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, 400716, China
| | - Huan Pan
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, 400716, China
| | - Shan Li
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, 400716, China
| | - Tingcai Cheng
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, 400716, China
| | - Chun Liu
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, 400716, China; Key Laboratory of Sericultural Biology and Genetic Breeding, Ministry of Agriculture, Southwest University, Chongqing, 400715, China; Cancer Center, Reproductive Medicine Center, Medical Research Institute, Southwest University, 400716, Chongqing, China.
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15
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Yu H, Li T, Mao X. Expression and Significance of Sex-Determining Region Y (SRY)–Box 12 (SOX12) in Oral Squamous Cell Carcinoma. J BIOMATER TISS ENG 2022. [DOI: 10.1166/jbt.2022.3147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Oral squamous cell carcinoma (OSCC) is a ubiquitous malignancy and is associated with high mortality. Accumulating evidence indicates that transcription factors play a pivotal role in the progression of OSCC. This study was aimed to investigate the expression of SOX12 in OSCC and its
significance. SOX12 expression in OSCC tissues was analyzed through TCGA databases and then tested by Western blot and qRT-PCR analysis. Moreover, SOX12 was silenced by RNA interference in OSCC cells (SCC-25 and SCC-4), and the growth ability of OSCC cells was examined using MTT assay. The
level of SOX12 was upregulated in OSCC according to the TCGA results, which was further confirmed in the OSCC cell lines. Patients with high SOX12 expression had shorter overall survival (OS) than those with low SOX12 expression. High expression of SOX12 is positively correlated with T stage
of OSCC. In addition, MTT analysis indicated that silencing of SOX12 resulted in reduced OSCC cell proliferation. Taken together, the high expression of SOX12 in OSCC indicates that SOX12 gene may play an essential role in OSCC. Our research indicates that SOX12 expression could be a predictive
biomarker and is a potential therapeutic target for OSCC.
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Affiliation(s)
- Huijie Yu
- Department of Stomatology, The People’s Hospital of Dongying, Shandong, 257000, China
| | - Tianhua Li
- Department of Stomatology, The People’s Hospital of Dongying, Shandong, 257000, China
| | - Xuemei Mao
- Department of Stomatology, The People’s Hospital of Dongying, Shandong, 257000, China
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16
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Silva FHDS, Underwood A, Almeida CP, Ribeiro TS, Souza-Fagundes EM, Martins AS, Eliezeck M, Guatimosim S, Andrade LO, Rezende L, Gomes HW, Oliveira CA, Rodrigues RC, Borges IT, Cassali GD, Ferreira E, Del Puerto HL. Transcription factor SOX3 upregulated pro-apoptotic genes expression in human breast cancer. MEDICAL ONCOLOGY (NORTHWOOD, LONDON, ENGLAND) 2022; 39:212. [PMID: 36175695 DOI: 10.1007/s12032-022-01758-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Accepted: 05/20/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND Sex-determining region Y-box 3 (SOX3) protein, a SOX transcriptions factors group, has been identified as a key regulator in several diseases, including cancer. Downregulation of transcriptions factors in invasive ductal carcinoma (IDC) can interfere in neoplasia development, increasing its aggressiveness. We investigated SOX3 protein expression and its correlation with apoptosis in the MDA-MB-231 cell line, as SOX3 and Pro-Caspase-3 immunoexpression in paraffin-embedded invasive ductal carcinoma tissue samples from patients (n = 27). Breast cancer cell line MDA-MD-231 transfected with pEF1-SOX3 + and pEF1-Empty vector followed by cytotoxicity assay (MTT), Annexin-V FITC PI for apoptosis percentage assessment by flow cytometry, qPCR for apoptotic-related gene expression, immunofluorescence, and immunohistochemistry to SOX3 immunolocalization in culture cells, and paraffin-embedded invasive ductal carcinoma tissue samples. RESULTS Apoptotic rate was higher in cells transfected with pEF1-SOX3 + (56%) than controls (10%). MDA-MB-231 transfected with pEF1-SOX3 + presented upregulation of pro-apoptotic mRNA from CASP3, CASP8, CASP9, and BAX genes, contrasting with downregulation antiapoptotic mRNA from BCL2, compared to non-transfected cells and cells transfected with pEF1-empty vector (p < 0.005). SOX3 protein nuclear expression was detected in 14% (4/27 cases) of ductal carcinoma cases, and pro-Caspase-3 expression was positive in 50% of the cases. CONCLUSION Data suggest that SOX3 transcription factor upregulates apoptosis in breast cancer cell line MDA-MB-231, and has a down nuclear expression in ductal carcinoma cases, and need to be investigated as a tumor suppressor protein, and its loss of expression and non-nuclear action turn the cells resistant to apoptosis. Further studies are necessary to understand how SOX3 protein regulates the promoter regions of genes involved in apoptosis.
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Affiliation(s)
- Felipe Henrique de Souza Silva
- Department of General Pathology, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Avenida Presidente Antônio Carlos, 6627 - Campus UFMG, Belo Horizonte, MG, 31270-901, Brazil
| | - Adam Underwood
- Division of Mathematics and Sciences, Walsh University, North Canton, OH, USA
| | - Camila Pereira Almeida
- Department of General Pathology, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Avenida Presidente Antônio Carlos, 6627 - Campus UFMG, Belo Horizonte, MG, 31270-901, Brazil
| | - Thais Salviana Ribeiro
- Department of General Pathology, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Avenida Presidente Antônio Carlos, 6627 - Campus UFMG, Belo Horizonte, MG, 31270-901, Brazil
| | - Elaine M Souza-Fagundes
- Department of Physiology and Biophysics, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Minas Gerais, Brazil
| | - Almir S Martins
- Department of Physiology and Biophysics, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Minas Gerais, Brazil
| | - Marcos Eliezeck
- Department of Physiology and Biophysics, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Minas Gerais, Brazil
| | - Silvia Guatimosim
- Department of Physiology and Biophysics, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Minas Gerais, Brazil
| | - Luciana O Andrade
- Department of Morphology, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Minas Gerais, Brazil
| | - Luisa Rezende
- Department of Morphology, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Minas Gerais, Brazil
| | - Hipacia Werneck Gomes
- Department of Morphology, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Minas Gerais, Brazil
| | - Cleida Aparecida Oliveira
- Department of Morphology, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Minas Gerais, Brazil
| | | | - Isabella Terra Borges
- Department of General Pathology, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Avenida Presidente Antônio Carlos, 6627 - Campus UFMG, Belo Horizonte, MG, 31270-901, Brazil
| | - Geovanni Dantas Cassali
- Department of General Pathology, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Avenida Presidente Antônio Carlos, 6627 - Campus UFMG, Belo Horizonte, MG, 31270-901, Brazil
| | - Enio Ferreira
- Department of General Pathology, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Avenida Presidente Antônio Carlos, 6627 - Campus UFMG, Belo Horizonte, MG, 31270-901, Brazil
| | - Helen Lima Del Puerto
- Department of General Pathology, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Avenida Presidente Antônio Carlos, 6627 - Campus UFMG, Belo Horizonte, MG, 31270-901, Brazil.
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17
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Lee S, Osmanbeyoglu HU. Chromatin accessibility landscape and active transcription factors in primary human invasive lobular and ductal breast carcinomas. BREAST CANCER RESEARCH : BCR 2022; 24:54. [PMID: 35906698 PMCID: PMC9338552 DOI: 10.1186/s13058-022-01550-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Accepted: 07/25/2022] [Indexed: 11/10/2022]
Abstract
BACKGROUND Invasive lobular breast carcinoma (ILC), the second most prevalent histological subtype of breast cancer, exhibits unique molecular features compared with the more common invasive ductal carcinoma (IDC). While genomic and transcriptomic features of ILC and IDC have been characterized, genome-wide chromatin accessibility pattern differences between ILC and IDC remain largely unexplored. METHODS Here, we characterized tumor-intrinsic chromatin accessibility differences between ILC and IDC using primary tumors from The Cancer Genome Atlas (TCGA) breast cancer assay for transposase-accessible chromatin with sequencing (ATAC-seq) dataset. RESULTS We identified distinct patterns of genome-wide chromatin accessibility in ILC and IDC. Inferred patient-specific transcription factor (TF) motif activities revealed regulatory differences between and within ILC and IDC tumors. EGR1, RUNX3, TP63, STAT6, SOX family, and TEAD family TFs were higher in ILC, while ATF4, PBX3, SPDEF, PITX family, and FOX family TFs were higher in IDC. CONCLUSIONS This study reveals the distinct epigenomic features of ILC and IDC and the active TFs driving cancer progression that may provide valuable information on patient prognosis.
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Affiliation(s)
- Sanghoon Lee
- Department of Biomedical Informatics, School of Medicine, University of Pittsburgh, Pittsburgh, USA.,UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, USA
| | - Hatice Ulku Osmanbeyoglu
- Department of Biomedical Informatics, School of Medicine, University of Pittsburgh, Pittsburgh, USA. .,Department of Bioengineering, School of Engineering, University of Pittsburgh, Pittsburgh, USA. .,UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, USA. .,Department of Biostatistics, School of Public Health, University of Pittsburgh, Pittsburgh, USA.
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18
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Dey A, Kundu M, Das S, Jena BC, Mandal M. Understanding the function and regulation of Sox2 for its therapeutic potential in breast cancer. Biochim Biophys Acta Rev Cancer 2022; 1877:188692. [PMID: 35122882 DOI: 10.1016/j.bbcan.2022.188692] [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] [Received: 10/26/2021] [Revised: 01/11/2022] [Accepted: 01/28/2022] [Indexed: 12/12/2022]
Abstract
Sox family of transcriptional factors play essential functions in development and are implicated in multiple clinical disorders, including cancer. Sox2 being their most prominent member and performing a critical role in reprogramming differentiated adult cells to an embryonic phenotype is frequently upregulated in multiple cancers. High Sox2 levels are detected in breast tumor tissues and correlate with a worse prognosis. In addition, Sox2 expression is connected with resistance to conventional anticancer therapy. Together, it can be said that inhibiting Sox2 expression can reduce the malignant features associated with breast cancer, including invasion, migration, proliferation, stemness, and chemoresistance. This review highlights the critical roles played by the Sox gene family members in initiating or suppressing breast tumor development, while primarily focusing on Sox2 and its role in breast tumor initiation, maintenance, and progression, elucidates the probable mechanisms that control its activity, and puts forward potential therapeutic strategies to inhibit its expression.
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Affiliation(s)
- Ankita Dey
- Cancer Biology Lab, School of Medical Science and Technology, Indian Institute of Technology Kharagpur (IIT Kharagpur), Kharagpur, West Bengal, India..
| | - Moumita Kundu
- Cancer Biology Lab, School of Medical Science and Technology, Indian Institute of Technology Kharagpur (IIT Kharagpur), Kharagpur, West Bengal, India..
| | - Subhayan Das
- Cancer Biology Lab, School of Medical Science and Technology, Indian Institute of Technology Kharagpur (IIT Kharagpur), Kharagpur, West Bengal, India..
| | - Bikash Chandra Jena
- Cancer Biology Lab, School of Medical Science and Technology, Indian Institute of Technology Kharagpur (IIT Kharagpur), Kharagpur, West Bengal, India..
| | - Mahitosh Mandal
- Cancer Biology Lab, School of Medical Science and Technology, Indian Institute of Technology Kharagpur (IIT Kharagpur), Kharagpur, West Bengal, India..
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19
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Paskeh MDA, Mirzaei S, Gholami MH, Zarrabi A, Zabolian A, Hashemi M, Hushmandi K, Ashrafizadeh M, Aref AR, Samarghandian S. Cervical cancer progression is regulated by SOX transcription factors: Revealing signaling networks and therapeutic strategies. Biomed Pharmacother 2021; 144:112335. [PMID: 34700233 DOI: 10.1016/j.biopha.2021.112335] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 10/05/2021] [Accepted: 10/10/2021] [Indexed: 12/24/2022] Open
Abstract
Cervical cancer is the fourth common gynecologic cancer and is considered as second leading cause of death among women. Various strategies are applied in treatment of cervical cancer including radiotherapy, chemotherapy and surgery. However, cervical cancer cells demonstrate aggressive behavior in advanced phases, requiring novel strategies in their elimination. On the other hand, SOX proteins are transcription factors capable of regulating different molecular pathways and their expression varies during embryogenesis, disease development and carcinogenesis. In the present review, our aim is to reveal role of SOX transcription factors in cervical cancer. SOX transcription factors play like a double-edged sword in cancer. For instance, SOX9 possesses both tumor-suppressor and tumor-promoting role in cervical cancer. Therefore, exact role of each SOX members in cervical cancer has been discussed to direct further experiments for revealing other functions. SOX proteins can regulate proliferation and metastasis of cervical cancer cells. Furthermore, response of cervical cancer cells to chemotherapy and radiotherapy is tightly regulated by SOX transcription factors. Different downstream targets of SOX proteins such as Wnt signaling, EMT and Hedgehog have been identified. Besides, upstream mediators such as microRNAs, lncRNAs and circRNAs can regulate SOX expression in cervical cancer. In addition to pre-clinical studies, role of SOX transcription factors as prognostic and diagnostic tools in cervical cancer has been shown.
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Affiliation(s)
- Mahshid Deldar Abad Paskeh
- Department of Genetics, Faculty of Advanced Science and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran; Farhikhtegan Medical Convergence Sciences Research Center, Farhikhtegan Hospital Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Sepideh Mirzaei
- Department of Biology, Faculty of Science, Islamic Azad University, Science and Research Branch, Tehran, Iran
| | - Mohammad Hossein Gholami
- DVM. Graduated, Faculty of Veterinary Medicine, Kazerun Branch, Islamic Azad University, Kazerun, Iran
| | - Ali Zarrabi
- Sabanci University Nanotechnology Research and Application Center (SUNUM), Tuzla, 34956 Istanbul, Turkey; Department of Biomedical Engineering, Faculty of Engineering and Natural Sciences, Istinye University, Sariyer, Istanbul 34396, Turkey
| | - Amirhossein Zabolian
- Young Researchers and Elite Club, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Mehrdad Hashemi
- Department of Genetics, Faculty of Advanced Science and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran; Farhikhtegan Medical Convergence Sciences Research Center, Farhikhtegan Hospital Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Kiavash Hushmandi
- Department of Food Hygiene and Quality Control, Division of epidemiology & Zoonoses, Faculty of Veterinary Medicine, University of Tehran, Tehran, Iran
| | - Milad Ashrafizadeh
- Sabanci University Nanotechnology Research and Application Center (SUNUM), Tuzla, 34956 Istanbul, Turkey; Faculty of Engineering and Natural Sciences, Sabanci University, Orta Mahalle, Üniversite Caddesi No. 27, Orhanlı, Tuzla, 34956 Istanbul, Turkey
| | - Amir Reza Aref
- Belfer Center for Applied Cancer Science, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA; Vice President at Translational Sciences, Xsphera Biosciences Inc. 6 Tide Street, Boston, MA 02210, USA
| | - Saeed Samarghandian
- Noncommunicable Diseases Research Center, Neyshabur University of Medical Sciences, Neyshabur, Iran.
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20
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Editing SOX Genes by CRISPR-Cas: Current Insights and Future Perspectives. Int J Mol Sci 2021; 22:ijms222111321. [PMID: 34768751 PMCID: PMC8583549 DOI: 10.3390/ijms222111321] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Revised: 10/17/2021] [Accepted: 10/17/2021] [Indexed: 01/16/2023] Open
Abstract
Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR) and its associated proteins (Cas) is an adaptive immune system in archaea and most bacteria. By repurposing these systems for use in eukaryote cells, a substantial revolution has arisen in the genome engineering field. In recent years, CRISPR-Cas technology was rapidly developed and different types of DNA or RNA sequence editors, gene activator or repressor, and epigenome modulators established. The versatility and feasibility of CRISPR-Cas technology has introduced this system as the most suitable tool for discovering and studying the mechanism of specific genes and also for generating appropriate cell and animal models. SOX genes play crucial roles in development processes and stemness. To elucidate the exact roles of SOX factors and their partners in tissue hemostasis and cell regeneration, generating appropriate in vitro and in vivo models is crucial. In line with these premises, CRISPR-Cas technology is a promising tool for studying different family members of SOX transcription factors. In this review, we aim to highlight the importance of CRISPR-Cas and summarize the applications of this novel, promising technology in studying and decoding the function of different members of the SOX gene family.
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21
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Mehta GA, Angus SP, Khella CA, Tong K, Khanna P, Dixon SAH, Verzi MP, Johnson GL, Gatza ML. SOX4 and SMARCA4 cooperatively regulate PI3k signaling through transcriptional activation of TGFBR2. NPJ Breast Cancer 2021; 7:40. [PMID: 33837205 PMCID: PMC8035213 DOI: 10.1038/s41523-021-00248-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Accepted: 03/15/2021] [Indexed: 12/11/2022] Open
Abstract
Dysregulation of PI3K/Akt signaling is a dominant feature in basal-like or triple-negative breast cancers (TNBC). However, the mechanisms regulating this pathway are largely unknown in this subset of aggressive tumors. Here we demonstrate that the transcription factor SOX4 is a key regulator of PI3K signaling in TNBC. Genomic and proteomic analyses coupled with mechanistic studies identified TGFBR2 as a direct transcriptional target of SOX4 and demonstrated that TGFBR2 is required to mediate SOX4-dependent PI3K signaling. We further report that SOX4 and the SWI/SNF ATPase SMARCA4, which are uniformly overexpressed in basal-like tumors, form a previously unreported complex that is required to maintain an open chromatin conformation at the TGFBR2 regulatory regions in order to mediate TGFBR2 expression and PI3K signaling. Collectively, our findings delineate the mechanism by which SOX4 and SMARCA4 cooperatively regulate PI3K/Akt signaling and suggest that this complex may play an essential role in TNBC genesis and/or progression.
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Affiliation(s)
- Gaurav A Mehta
- Department of Radiation Oncology, Robert Wood Johnson Medical School, New Brunswick, NJ, USA
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Steven P Angus
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Christen A Khella
- Department of Radiation Oncology, Robert Wood Johnson Medical School, New Brunswick, NJ, USA
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Kevin Tong
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
- Department of Genetics, Human Genetics Institute of New Jersey, Rutgers, The State University of New Jersey, Piscataway, NJ, USA
| | - Pooja Khanna
- Department of Radiation Oncology, Robert Wood Johnson Medical School, New Brunswick, NJ, USA
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Shelley A H Dixon
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Michael P Verzi
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
- Department of Genetics, Human Genetics Institute of New Jersey, Rutgers, The State University of New Jersey, Piscataway, NJ, USA
| | - Gary L Johnson
- Department of Pharmacology, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Michael L Gatza
- Department of Radiation Oncology, Robert Wood Johnson Medical School, New Brunswick, NJ, USA.
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA.
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22
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Oliemuller E, Newman R, Tsang SM, Foo S, Muirhead G, Noor F, Haider S, Aurrekoetxea-Rodríguez I, Vivanco MDM, Howard BA. SOX11 promotes epithelial/mesenchymal hybrid state and alters tropism of invasive breast cancer cells. eLife 2020; 9:58374. [PMID: 32909943 PMCID: PMC7518891 DOI: 10.7554/elife.58374] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Accepted: 09/09/2020] [Indexed: 12/12/2022] Open
Abstract
SOX11 is an embryonic mammary epithelial marker that is normally silenced prior to birth. High SOX11 levels in breast tumours are significantly associated with distant metastasis and poor outcome in breast cancer patients. Here, we show that SOX11 confers distinct features to ER-negative DCIS.com breast cancer cells, leading to populations enriched with highly plastic hybrid epithelial/mesenchymal cells, which display invasive features and alterations in metastatic tropism when xenografted into mice. We found that SOX11+DCIS tumour cells metastasize to brain and bone at greater frequency and to lungs at lower frequency compared to cells with lower SOX11 levels. High levels of SOX11 leads to the expression of markers associated with mesenchymal state and embryonic cellular phenotypes. Our results suggest that SOX11 may be a potential biomarker for breast tumours with elevated risk of developing metastases and may require more aggressive therapies.
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Affiliation(s)
- Erik Oliemuller
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, United Kingdom
| | - Richard Newman
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, United Kingdom
| | - Siu Man Tsang
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, United Kingdom
| | - Shane Foo
- Translational Immunotherapy Team, Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom
| | - Gareth Muirhead
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, United Kingdom
| | - Farzana Noor
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, United Kingdom
| | - Syed Haider
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, United Kingdom
| | | | - Maria dM Vivanco
- CIC bioGUNE, Basque Research and Technology Alliance (BRTA), Derio, Spain
| | - Beatrice A Howard
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, United Kingdom
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23
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Ashrafizadeh M, Taeb S, Hushmandi K, Orouei S, Shahinozzaman M, Zabolian A, Moghadam ER, Raei M, Zarrabi A, Khan H, Najafi M. Cancer and SOX proteins: New insight into their role in ovarian cancer progression/inhibition. Pharmacol Res 2020; 161:105159. [PMID: 32818654 DOI: 10.1016/j.phrs.2020.105159] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2020] [Revised: 08/11/2020] [Accepted: 08/13/2020] [Indexed: 12/12/2022]
Abstract
Transcription factors are potential targets in disease therapy, particularly in cancer. This is due to the fact that transcription factors regulate a variety of cellular events, and their modulation has opened a new window in cancer therapy. Sex-determining region Y (SRY)-related high-mobility group (HMG) box (SOX) proteins are potential transcription factors that are involved in developmental processes such as embryogenesis. It has been reported that abnormal expression of SOX proteins is associated with development of different cancers, particularly ovarian cancer (OC). In the present review, our aim is to provide a mechanistic review of involvement of SOX members in OC. SOX members may suppress and/or promote aggressiveness and proliferation of OC cells. Clinical studies have also confirmed the potential of transcription factors as diagnostic and prognostic factors in OC. Notably, studies have demonstrated the relationship between SOX members and other molecular pathways such as ST6Ga1-I, PI3K, ERK and so on, leading to more complexity. Furthermore, SOX members can be affected by upstream mediators such as microRNAs, long non-coding RNAs, and so on. It is worth mentioning that the expression of each member of SOX proteins is corelated with different stages of OC. Furthermore, their expression determines the response of OC cells to chemotherapy. These topics are discussed in this review to shed some light on role of SOX transcription factors in OC.
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Affiliation(s)
- Milad Ashrafizadeh
- Department of Basic Science, Faculty of Veterinary Medicine, University of Tabriz, Tabriz, Iran
| | - Shahram Taeb
- Ionizing and Non-Ionizing Radiation Protection Research Center (INIRPRC), Shiraz University of Medical Sciences, Shiraz, Iran
| | - Kiavash Hushmandi
- Department of Food Hygiene and Quality Control, Division of Epidemiology & Zoonoses, Faculty of Veterinary Medicine, University of Tehran, Tehran, Iran
| | - Sima Orouei
- MSc. Student, Department of Genetics, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Md Shahinozzaman
- Department of Nutrition and Food Science, University of Maryland, College Park, MD, 20742, USA
| | - Amirhossein Zabolian
- Young Researchers and Elite Club, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Ebrahim Rahmani Moghadam
- Department of Anatomical sciences, School of Medicine, Student Research Committee, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mehdi Raei
- Health Research Center, Life Style Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Ali Zarrabi
- Sabanci University Nanotechnology Research and Application Center (SUNUM), Tuzla, Istanbul, 34956, Turkey; Center of Excellence for Functional Surfaces and Interfaces (EFSUN), Faculty of Engineering and Natural Sciences, Sabanci University, Tuzla, Istanbul, 34956, Turkey.
| | - Haroon Khan
- Department of Pharmacy, Abdul Wali Khan University Mardan, 23200, Pakistan
| | - Masoud Najafi
- Radiology and Nuclear Medicine Department, School of Paramedical Sciences, Kermanshah University of Medical Sciences, Kermanshah, Iran.
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Meng Y, Xu Q, Chen L, Wang L, Hu X. The function of SOX2 in breast cancer and relevant signaling pathway. Pathol Res Pract 2020; 216:153023. [PMID: 32703490 DOI: 10.1016/j.prp.2020.153023] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Revised: 04/28/2020] [Accepted: 05/15/2020] [Indexed: 12/24/2022]
Abstract
OBJECTIVE The purpose of this study was to explore the functional roles of SOX2 in the progression of breast cancer and relevant molecular mechanism. METHODS A total of 108 breast cancer patients were included, and breast cancer cell line MDA-MB-231 was selected for this research. Real time-qualitative polymerase chain reaction (RT-qPCR) was conducted to measure the expression level of SOX2 mRNA. MTT and Transwell assays were used to detected the proliferation, migration and invasion of breast cancer cells, respectively. Luciferase reporter assay was conducted to reveal the relationship of SOX2 with PTEN. Western blot was performed to detect the expressions of Wnt/β-catenin pathway-related proteins. RESULTS The expression of SOX2 mRNA was up-regulated in breast cancer tissues and cells (P < 0.001). SOX2 expression was significantly associated with TNM stage and lymph node metastasis of breast cancer patients (P < 0.05). SOX2 knockdown significantly inhibited the proliferation, migration and invasion of breast cancer cells (P < 0.05). PTEN was a direct target of SOX2. The inhibition of PTEN could significantly suppress the progression of breast cancer cells with SOX2 overexpression. SOX2 knockdown also inhibited the expressions of β-catenin, TCP-4, FZD7, C-myc and MMP-7 proteins. Moreover, PTEN knockdown reversed the results caused by SOX2 overexpression, that is, increased expressions of β-catenin, TCP-4, FZD7, C-myc and MMP-7 proteins (P < 0.05). CONCLUSION SOX2 promotes the progression of breast cancer through activating Wnt/β-catenin signaling pathway via regulating PTEN.
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Affiliation(s)
- Yanchun Meng
- Department of Medical Oncology, Shanghai Cancer Center, Fudan University, Shanghai, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China; Phase I Clinical Trial Center, Shanghai Cancer Center, Fudan University, Shanghai, China
| | - Qunfang Xu
- Clinical Laboratory, Capital Medical University Electric Teaching Hospital (State Grid Coporation of China Beijing Electric Power Hospital), Beijing, China
| | - Lin Chen
- Department of Colorectal Surgery, Department of General Surgery, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Lingfei Wang
- Department of Oncology, the 903rd Hospital of PLA, Hangzhou, 310013, China.
| | - Xichun Hu
- Department of Medical Oncology, Shanghai Cancer Center, Fudan University, Shanghai, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China; Phase I Clinical Trial Center, Shanghai Cancer Center, Fudan University, Shanghai, China.
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25
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Methodology to analyze gene expression patterns of early mammary development in pig models. Mol Biol Rep 2020; 47:3241-3248. [PMID: 32219771 DOI: 10.1007/s11033-020-05362-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2020] [Accepted: 02/27/2020] [Indexed: 12/28/2022]
Abstract
In mammary gland development, normal stem cell activity occurs in the embryonic stage and postnatally. Research supports that certain breast cancers contain a small sub-population of cells that mimic stem-like activity. It is believed stem cell activation in the mutated mature human mammary tissue is what drives quiescent epithelial cells to convert to mesenchymal states initiating migration, invasion, and metastasis in breast cancer. The goal of the work reported herein was to investigate early mammary development gene expression in the postnatal pig using fine needle biopsy methods in order to establish a reliable model for human breast cancer detection. Tissue samples were collected from pig mammary glands beginning at Day 11 of age through Day 39 in order to capture early postnatal-growth gene expression. Based on the initial clustering analysis, two distinct clusters of gene expression profiles occurred before and after Day 25 of mammary development. Gene set enrichment analysis (GSEA) ontology indicated the cellular processes that changed after Day 25, and many of these processes were implicated in epithelial-mesenchymal transition (EMT) signaling events. Gene expression in the postnatal pig was compared with the Epithelial-Mesenchymal Transition gene database (dbEMT) confirming the presence of EMT activity in this early developmental program. Information from this study will provide insight into early postnatal mammary gland development. In addition, mechanisms exploited by mutated mammary epithelial cells leading to cancer initiation and growth may be detected considering that mutated mammary epithelial cells can reactivate early developmental signals.
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Rodriguez D, Ramkairsingh M, Lin X, Kapoor A, Major P, Tang D. The Central Contributions of Breast Cancer Stem Cells in Developing Resistance to Endocrine Therapy in Estrogen Receptor (ER)-Positive Breast Cancer. Cancers (Basel) 2019; 11:cancers11071028. [PMID: 31336602 PMCID: PMC6678134 DOI: 10.3390/cancers11071028] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2019] [Revised: 07/17/2019] [Accepted: 07/17/2019] [Indexed: 12/11/2022] Open
Abstract
Breast cancer stem cells (BCSC) play critical roles in the acquisition of resistance to endocrine therapy in estrogen receptor (ER)-positive (ER + ve) breast cancer (BC). The resistance results from complex alterations involving ER, growth factor receptors, NOTCH, Wnt/β-catenin, hedgehog, YAP/TAZ, and the tumor microenvironment. These mechanisms are likely converged on regulating BCSCs, which then drive the development of endocrine therapy resistance. In this regard, hormone therapies enrich BCSCs in ER + ve BCs under both pre-clinical and clinical settings along with upregulation of the core components of “stemness” transcriptional factors including SOX2, NANOG, and OCT4. SOX2 initiates a set of reactions involving SOX9, Wnt, FXY3D, and Src tyrosine kinase; these reactions stimulate BCSCs and contribute to endocrine resistance. The central contributions of BCSCs to endocrine resistance regulated by complex mechanisms offer a unified strategy to counter the resistance. ER + ve BCs constitute approximately 75% of BCs to which hormone therapy is the major therapeutic approach. Likewise, resistance to endocrine therapy remains the major challenge in the management of patients with ER + ve BC. In this review we will discuss evidence supporting a central role of BCSCs in developing endocrine resistance and outline the strategy of targeting BCSCs to reduce hormone therapy resistance.
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Affiliation(s)
- David Rodriguez
- Department of Medicine, McMaster University, Hamilton, ON L8S 4K1, Canada
- The Research Institute of St Joe's Hamilton, St Joseph's Hospital, Hamilton, ON L8N 4A6, Canada
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph's Hospital, Hamilton, ON L8N 4A6, Canada
- The Hamilton Center for Kidney Research, St. Joseph's Hospital, Hamilton, ON L8N 4A6, Canada
| | - Marc Ramkairsingh
- Department of Medicine, McMaster University, Hamilton, ON L8S 4K1, Canada
- The Research Institute of St Joe's Hamilton, St Joseph's Hospital, Hamilton, ON L8N 4A6, Canada
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph's Hospital, Hamilton, ON L8N 4A6, Canada
- The Hamilton Center for Kidney Research, St. Joseph's Hospital, Hamilton, ON L8N 4A6, Canada
| | - Xiaozeng Lin
- Department of Medicine, McMaster University, Hamilton, ON L8S 4K1, Canada
- The Research Institute of St Joe's Hamilton, St Joseph's Hospital, Hamilton, ON L8N 4A6, Canada
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph's Hospital, Hamilton, ON L8N 4A6, Canada
- The Hamilton Center for Kidney Research, St. Joseph's Hospital, Hamilton, ON L8N 4A6, Canada
| | - Anil Kapoor
- The Research Institute of St Joe's Hamilton, St Joseph's Hospital, Hamilton, ON L8N 4A6, Canada
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph's Hospital, Hamilton, ON L8N 4A6, Canada
- Department of Surgery, McMaster University, Hamilton, Hamilton, ON L8S 4K1, Canada
| | - Pierre Major
- Division of Medical Oncology, Department of Oncology, McMaster University, Hamilton, ON, L8V 5C2, Canada
| | - Damu Tang
- Department of Medicine, McMaster University, Hamilton, ON L8S 4K1, Canada.
- The Research Institute of St Joe's Hamilton, St Joseph's Hospital, Hamilton, ON L8N 4A6, Canada.
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph's Hospital, Hamilton, ON L8N 4A6, Canada.
- The Hamilton Center for Kidney Research, St. Joseph's Hospital, Hamilton, ON L8N 4A6, Canada.
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