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Kandettu A, Ghosal J, Tharayil JS, Kuthethur R, Mallya S, Narasimhamurthy RK, Mumbrekar KD, Subbannayya Y, Kumar NA, Radhakrishnan R, Kabekkodu SP, Chakrabarty S. Inhibition of mitochondrial genome-encoded mitomiR-3 contributes to ZEB1 mediated GPX4 downregulation and pro-ferroptotic lipid metabolism to induce ferroptosis in breast cancer cells. Free Radic Biol Med 2025; 234:151-168. [PMID: 40239722 DOI: 10.1016/j.freeradbiomed.2025.04.019] [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: 12/05/2024] [Revised: 04/04/2025] [Accepted: 04/12/2025] [Indexed: 04/18/2025]
Abstract
Ferroptosis, an iron-dependent form of regulated cell death driven by lipid peroxidation, represents a unique vulnerability in cancer cells. However, current ferroptosis-inducing therapies face clinical limitations due to poor cancer cell specificity, systemic toxicity, and off-target effects. Therefore, a deeper understanding of molecular regulators of ferroptosis sensitivity is critical for developing targeted therapies. The metabolic plasticity of cancer cells determines their sensitivity to ferroptosis. While mitochondrial dysfunction contributes to metabolic reprogramming in cancer, its role in modulating ferroptosis remains poorly characterized. Previously, studies have identified that mitochondrial genome also encodes several non-coding RNAs. We identified 13 novel mitochondrial genome-encoded miRNAs (mitomiRs) that are aberrantly overexpressed in triple-negative breast cancer (TNBC) cell lines and patient tumors. We observed higher levels of mitomiRs in basal-like triple-negative breast cancer (TNBC) cells compared to mesenchymal stem-like TNBC cells. Strikingly, 11 of these mitomiRs directly target the 3'UTR of ZEB1, a master regulator of epithelial-to-mesenchymal transition (EMT). Using mitomiR-3 mimic, inhibitor and sponges, we demonstrated its role as a key regulator of ZEB1 expression in TNBC cells. Inhibition of mitomiR-3 via sponge construct in basal-like TNBC, MDA-MB-468 cells, promoted ZEB1 upregulation and induced a mesenchymal phenotype. Further, mitomiR-3 inhibition in TNBC cells contributed to reduced cancer cell proliferation, migration, and invasion. Mechanistically, mitomiR-3 inhibition in TNBC cells promote metabolic reprogramming toward pro-ferroptotic pathways, including iron accumulation, increased polyunsaturated fatty acid (PUFA) metabolites, and lipid peroxidation, contributing to ferroptotic cell death via ZEB1-mediated downregulation of GPX4, a critical ferroptosis defense enzyme. We observed that mitomiR-3 inhibition significantly suppressed tumor growth in vivo. Our identified mitomiR-3 has low expression in normal breast cells, minimizing potential off-target toxicity, making them a promising target for pro-ferroptotic cancer therapy. Our study reveals a novel link between mitochondrial miRNAs and ferroptosis sensitivity in TNBC paving a way for miRNA-based therapeutics.
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Affiliation(s)
- Amoolya Kandettu
- Department of Public Health Genomics, Centre for DNA Repair and Genome Stability (CDRGS), Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
| | - Joydeep Ghosal
- Department of Public Health Genomics, Centre for DNA Repair and Genome Stability (CDRGS), Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
| | - Jesline Shaji Tharayil
- Department of Public Health Genomics, Centre for DNA Repair and Genome Stability (CDRGS), Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
| | - Raviprasad Kuthethur
- Department of Public Health Genomics, Centre for DNA Repair and Genome Stability (CDRGS), Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
| | - Sandeep Mallya
- Department of Bioinformatics, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
| | - Rekha Koravadi Narasimhamurthy
- Department of Radiation Biology & Toxicology, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
| | - Kamalesh Dattaram Mumbrekar
- Department of Radiation Biology & Toxicology, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
| | - Yashwanth Subbannayya
- School of Biosciences, Faculty of Health and Medical Sciences, University of Surrey, Guildford, GU2 7XH, UK
| | - Naveena An Kumar
- Department of Surgical Oncology, Manipal Comprehensive Cancer Care Centre, Kasturba Medical College, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
| | - Raghu Radhakrishnan
- Department of Oral Pathology, Manipal College of Dental Sciences, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India; Academic Unit of Oral and Maxillofacial Pathology, School of Clinical Dentistry, University of Sheffield, S10TTA, UK; Academic Unit of Oral Biology and Oral Pathology, Oman Dental College, Wattayah 116, Muscat, Oman
| | - Shama Prasada Kabekkodu
- Department of Cell and Molecular Biology, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
| | - Sanjiban Chakrabarty
- Department of Public Health Genomics, Centre for DNA Repair and Genome Stability (CDRGS), Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India.
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2
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Zhang J, Yin R, Xue Y, Qin R, Wang X, Wu S, Zhu J, Li YS, Zhang C, Wei Y. Advances in the study of epithelial mesenchymal transition in cancer progression: Role of miRNAs. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2025; 196:69-90. [PMID: 40185337 DOI: 10.1016/j.pbiomolbio.2025.04.001] [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: 10/06/2024] [Revised: 04/02/2025] [Accepted: 04/02/2025] [Indexed: 04/07/2025]
Abstract
Epithelial-mesenchymal transition (EMT) has been extensively studied for its roles in tumor metastasis, the generation and maintenance of cancer stem cells and treatment resistance. Epithelial mesenchymal plasticity allows cells to switch between various states within the epithelial-mesenchymal spectrum, resulting in a mixed epithelial/mesenchymal phenotypic profile. This plasticity underlies the acquisition of multiple malignant features during cancer progression and poses challenges for EMT in tumors. MicroRNAs (miRNAs) in the microenvironment affect numerous signaling processes through diverse mechanisms, influencing physiological activities. This paper reviews recent advances in EMT, the role of different hybrid states in tumor progression, and the important role of miRNAs in EMT. Furthermore, it explores the relationship between miRNA-based EMT therapies and their implications for clinical practice, discussing how ongoing developments may enhance therapeutic outcomes.
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Affiliation(s)
- Jia Zhang
- School of Pharmacy, Jiangsu University, Zhen Jiang, 212013, China
| | - Runting Yin
- School of Pharmacy, Jiangsu University, Zhen Jiang, 212013, China.
| | - Yongwang Xue
- School of Pharmacy, Jiangsu University, Zhen Jiang, 212013, China
| | - Rong Qin
- Department of Medical Oncology, Jiangsu University Affiliated People's Hospital, Zhenjiang Clinical Medical College of Nanjing Medical University, Zhenjiang, China
| | - Xuequan Wang
- Department of Radiation Oncology, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai, Zhejiang, China
| | - Shuming Wu
- School of Pharmacy, Jiangsu University, Zhen Jiang, 212013, China
| | - Jun Zhu
- School of Pharmacy, Jiangsu University, Zhen Jiang, 212013, China
| | - Yan-Shuang Li
- Department of Breast Surgery, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Cai Zhang
- School of Pharmacy, Jiangsu University, Zhen Jiang, 212013, China
| | - Yuan Wei
- School of Pharmacy, Jiangsu University, Zhen Jiang, 212013, China.
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3
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Haro-Acosta V, Juarez MA, Fetter IJ, Olander A, Sikandar SS. LMO2 regulates epithelial-mesenchymal plasticity of mammary epithelial cells. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.05.22.655436. [PMID: 40501810 PMCID: PMC12154823 DOI: 10.1101/2025.05.22.655436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/22/2025]
Abstract
Cellular plasticity in mammary epithelial cells enables dynamic cell state changes essential for normal development but can be hijacked by breast cancer cells to drive tumor progression. However, the molecular factors that maintain cellular plasticity through the regulation of a hybrid cell state (epithelial/mesenchymal) are not fully defined. As LMO2 has been previously shown to regulate metastasis, here we determined the role of LMO2 in the normal mammary epithelial cells. Using lineage tracing and knockout mouse models we find that Lmo2 lineage-traced cells persist long-term in the mammary gland, both in the luminal and basal layer but have limited proliferative potential. Lmo2 loss does not impact mammary gland development, but acute deletion decreases in vivo reconstitution. Moreover, LMO2 knockdown in mouse and human mammary epithelial cells (MECs) reduces organoid formation. We find that LMO2 maintains a hybrid cell state in MECs and LMO2 knockdown promotes mesenchymal differentiation. Transcriptional profiling of LMO2 knockdown cells reveals significant enrichment in the epithelial-mesenchymal transition (EMT) pathway and upregulation of MCAM, a negative regulator of regenerative capacity in the mammary gland. Altogether, we show that LMO2 plays a role in maintaining cellular plasticity in MECs, adding insight into the normal differentiation programs hijacked by cancer cells to drive tumor progression.
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Affiliation(s)
- Veronica Haro-Acosta
- Department of Molecular, Cell and Developmental Biology, University of California - Santa Cruz
| | - Maria A Juarez
- Department of Molecular, Cell and Developmental Biology, University of California - Santa Cruz
| | - Isobel J Fetter
- Department of Molecular, Cell and Developmental Biology, University of California - Santa Cruz
| | - Andrew Olander
- Department of Molecular, Cell and Developmental Biology, University of California - Santa Cruz
| | - Shaheen S Sikandar
- Department of Molecular, Cell and Developmental Biology, University of California - Santa Cruz
- Genomics Institute, University of California - Santa Cruz
- Institute for the Biology of Stem Cells, University of California - Santa Cruz
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4
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Teng YH, Appiah B, Andrieux G, Schrempp M, Rose K, Hofmann AS, Ku M, Beyes S, Boerries M, Hecht A. TGF-β signaling redirects Sox11 gene regulatory activity to promote partial EMT and collective invasion of oncogenically transformed intestinal organoids. Oncogenesis 2025; 14:17. [PMID: 40393982 DOI: 10.1038/s41389-025-00560-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Revised: 04/28/2025] [Accepted: 05/09/2025] [Indexed: 05/22/2025] Open
Abstract
Cancer cells infiltrating surrounding tissue frequently undergo partial epithelial-mesenchymal transitions (pEMT) and employ a collective mode of invasion. How these phenotypic traits are regulated and interconnected remains underexplored. Here, we used intestinal organoids with colorectal cancer (CRC) driver mutations as model system to investigate the mechanistic basis of TGF-β1-induced pEMT and collective invasion. By scRNA-seq we identified multiple cell subpopulations representing a broad pEMT spectrum, where the most advanced pEMT state correlated with the transcriptional profiles of leader cells in collective invasion and a poor prognosis mesenchymal subtype of human CRC. Bioinformatic analyses pinpointed Sox11 as a transcription factor gene whose expression peaked in the potential leader/pEMThigh cells. Immunofluorescence staining confirmed Sox11 expression in cells at the invasive front of TGF-β1-treated organoids. Loss-of-function and overexpression experiments showed that Sox11 is necessary, albeit not sufficient, for TGF-β1-induced pEMT and collective invasion. In human CRC samples, elevated SOX11 expression was associated with advanced tumor stages and worse prognosis. Unexpectedly, aside from orchestrating the organoid response to TGF-β1, Sox11 controlled expression of genes related to normal gut function and tumor suppression. Apparently, Sox11 is embedded in several distinct gene regulatory circuits, contributing to intestinal tissue homeostasis, tumor suppression, and TGF-β-mediated cancer cell invasion.
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Affiliation(s)
- Yu-Hsiang Teng
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Faculty of Biology, University of Freiburg, Freiburg, Germany
| | - Bismark Appiah
- Institute of Medical Bioinformatics and Systems Medicine, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Geoffroy Andrieux
- Institute of Medical Bioinformatics and Systems Medicine, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Monika Schrempp
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Katja Rose
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Angelika Susanna Hofmann
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Manching Ku
- Department of Pediatrics and Adolescent Medicine, Division of Pediatric Hematology and Oncology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Sven Beyes
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Robert Bosch Center for Tumor Diseases (RBCT), Stuttgart, Germany
| | - Melanie Boerries
- Institute of Medical Bioinformatics and Systems Medicine, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK), Partner site Freiburg, a partnership between DKFZ and Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Andreas Hecht
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, Freiburg, Germany.
- Faculty of Biology, University of Freiburg, Freiburg, Germany.
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Tan F, Chen J, Sun L, Zhang L, Zhou R. Cx58 is associated with the metastasis of non-small cell lung cancer via MEF2B/Cx58 axis. Acta Biochim Biophys Sin (Shanghai) 2025. [PMID: 40285453 DOI: 10.3724/abbs.2025049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/29/2025] Open
Abstract
Connexins (Cxs), also known as gap junction proteins, are structurally related transmembrane proteins and have been implicated in carcinogenesis. Although some evidence suggests that these proteins are tumor suppressors due to their reduced expression in cancers, recent research indicates their complicated roles in tumor progression during different stages, including metastasis. Here, we show that Cx58, which is upregulated in non-small cell lung cancer (NSCLC), is modulated by myocyte-enhancer binding factor 2B (MEF2B). Either Cx58 or MEF2B knockdown attenuates the migration and invasion of NSCLC cells by inducing cytoskeleton rearrangement. Additionally, the prometastatic role of Cx58 in NSCLC is demonstrated in vivo. In conclusion, our findings suggest that Cx58 is transcriptionally activated by MEF2B and is involved in the metastasis of NSCLC by regulating cytoskeleton organization. Targeting the MEF2B/Cx58 axis may be exploited as a modality for improving NSCLC therapy.
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Affiliation(s)
- Fen Tan
- Department of Critical Care Medicine, the Second Xiangya Hospital, Central South University, Changsha 410011, China
| | - Juan Chen
- Department of Pulmonary and Critical Care Medicine, Shenzhen People's Hospital, Shenzhen 518020, China
| | - Lunquan Sun
- Center for Molecular Medicine, Xiangya Hospital, Central South University, Changsha 410008, China
| | - Lu Zhang
- Department of Thoracic Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
- Shanghai Key Laboratory of Thoracic Tumor Biotherapy,,Shanghai 200030, China
| | - Rui Zhou
- Department of Respiratory and Critical Care Medicine, the Second Xiangya Hospital, Central South University, Changsha 410011, China
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6
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Rapanotti MC, Cugini E, Scioli MG, Cenci T, Anzillotti S, Puzzuoli M, Terrinoni A, Ferlosio A, De Luca A, Orlandi A. The Clinical Relevance of Epithelial-to-Mesenchymal Transition Hallmarks: A Cut-Off-Based Approach in Healthy and Cancerous Cell Lines. Int J Mol Sci 2025; 26:3617. [PMID: 40332096 PMCID: PMC12026647 DOI: 10.3390/ijms26083617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2025] [Revised: 04/01/2025] [Accepted: 04/08/2025] [Indexed: 05/08/2025] Open
Abstract
The atypical activation of the epithelial-to-mesenchymal transition represents one of the main mechanisms driving cancer cell dissemination. It enables epithelial cancer cells to detach from the primary tumor mass and gain survival advantages in the bloodstream, significantly contributing to the spread of circulating tumor cells. Notably, epithelial-to-mesenchymal transition is not a binary process but rather leads to the formation of a wide range of cell subpopulations characterized by the simultaneous expression of both epithelial and mesenchymal markers. Therefore, analyzing the modulation of EMT hallmarks during the conversion from healthy cells to metastatic cancer cells, which acquire stem mesenchymal characteristics, is of particular interest. This study investigates the expression of a panel of epithelial-to-mesenchymal transition-related genes in healthy cells, primary and metastatic cancer cells, and in mesenchymal cell lines, derived from various tissues, including the lung, colon, pancreas, skin, and neuro-ectoderm, with the aim of identifying potential cut-off values for assessing cancer aggressiveness. Interestingly, we found that the expression levels of CDH1, which encodes the epithelial marker E-cadherin, CDH5, encoding vascular endothelial cadherin, and the epithelial-to-mesenchymal transition-transcription factor ZEB1, effectively distinguished primary from metastatic cancer cells. Additionally, our data suggest a tissue-specific signature in the modulation of epithelial-to-mesenchymal transition markers during cancer progression. Overall, our results underscore the importance of investigating epithelial-to-mesenchymal transition as a tissue-specific process to identify the most suitable markers acting as potential indicators of disease aggressiveness and therapeutic responsiveness.
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Affiliation(s)
- Maria Cristina Rapanotti
- Anatomic Pathology, Department of Integrated Care Processes, University of Rome Tor Vergata, Viale Oxford 81, 00133 Rome, Italy (M.G.S.); (T.C.); (S.A.); (M.P.); (A.F.); (A.O.)
| | - Elisa Cugini
- Anatomic Pathology, Department of Integrated Care Processes, University of Rome Tor Vergata, Viale Oxford 81, 00133 Rome, Italy (M.G.S.); (T.C.); (S.A.); (M.P.); (A.F.); (A.O.)
- Department of Laboratory Medicine, Tor Vergata University Hospital, 00133 Rome, Italy;
| | - Maria Giovanna Scioli
- Anatomic Pathology, Department of Integrated Care Processes, University of Rome Tor Vergata, Viale Oxford 81, 00133 Rome, Italy (M.G.S.); (T.C.); (S.A.); (M.P.); (A.F.); (A.O.)
| | - Tonia Cenci
- Anatomic Pathology, Department of Integrated Care Processes, University of Rome Tor Vergata, Viale Oxford 81, 00133 Rome, Italy (M.G.S.); (T.C.); (S.A.); (M.P.); (A.F.); (A.O.)
| | - Silvia Anzillotti
- Anatomic Pathology, Department of Integrated Care Processes, University of Rome Tor Vergata, Viale Oxford 81, 00133 Rome, Italy (M.G.S.); (T.C.); (S.A.); (M.P.); (A.F.); (A.O.)
| | - Martina Puzzuoli
- Anatomic Pathology, Department of Integrated Care Processes, University of Rome Tor Vergata, Viale Oxford 81, 00133 Rome, Italy (M.G.S.); (T.C.); (S.A.); (M.P.); (A.F.); (A.O.)
| | - Alessandro Terrinoni
- Department of Laboratory Medicine, Tor Vergata University Hospital, 00133 Rome, Italy;
- Department of Experimental Medicine, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy
| | - Amedeo Ferlosio
- Anatomic Pathology, Department of Integrated Care Processes, University of Rome Tor Vergata, Viale Oxford 81, 00133 Rome, Italy (M.G.S.); (T.C.); (S.A.); (M.P.); (A.F.); (A.O.)
| | - Anastasia De Luca
- Department of Biology, University of Rome Tor Vergata, Via della Ricerca Scientifica 1, 00133 Rome, Italy
| | - Augusto Orlandi
- Anatomic Pathology, Department of Integrated Care Processes, University of Rome Tor Vergata, Viale Oxford 81, 00133 Rome, Italy (M.G.S.); (T.C.); (S.A.); (M.P.); (A.F.); (A.O.)
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7
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Wei X, Ge Y, Zheng Y, Zhao S, Zhou Y, Chang Y, Wang N, Wang X, Zhang J, Zhang X, Hu L, Tan Y, Jia Q. Hybrid EMT Phenotype and Cell Membrane Tension Promote Colorectal Cancer Resistance to Ferroptosis. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2413882. [PMID: 39985376 PMCID: PMC12005738 DOI: 10.1002/advs.202413882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Revised: 01/26/2025] [Indexed: 02/24/2025]
Abstract
Intratumoral heterogeneity, including epithelial-mesenchymal transition (EMT), is one major cause of therapeutic resistance. The induction of ferroptosis, an iron-dependent death, has the potential in overcoming this resistance to traditional treatment modalities. However, the roles of distinct EMT phenotypes in ferroptosis remain an enigma. This study reports that 3D soft fibrin microenvironment confers colorectal cancer (CRC) cells hybrid EMT phenotype and high level of resistance to ferroptosis. The activation of histone acetylation and WNT/β-catenin signaling drives this EMT phenotypic transition, which promotes the defense of 3D CRCs against ferroptosis via glutathione peroxidases/ferritin signaling axis. Unexpectedly, E-cadherin knockout in 3D but not 2D CRCs mediates an integrin β3 marked-late hybrid EMT state and further enhances the resistance to ferroptosis via integrin-mediated tension and mitochondrial reprogramming. The inhibition of integrin αvβ3-mediated tension and WNT/β-catenin-mediated hybrid EMT sensitizes 3D CRCs with and without E-cadherin deficiency to ferroptosis in vivo, respectively. Further, the EMT phenotype of patient-derived tumoroids is associated with CRC therapeutic resistance. In summary, this study uncovers previously unappreciated roles of hybrid EMT and cell membrane tension in ferroptosis, which not only predict the treatment efficacy but also potentiate the development of new ferroptosis-based targeted therapeutic strategies.
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Affiliation(s)
- Xiaowei Wei
- Department of OncologyNanjing First HospitalNanjing Medical UniversityNanjing210006China
| | - Yutong Ge
- Department of OncologyNanjing First HospitalNanjing Medical UniversityNanjing210006China
- Department of OncologyThe First Affiliated Hospital of Nanjing Medical UniversityNanjing210029China
| | - Yaolin Zheng
- Department of RespiratoryCritical Care and Sleep MedicineXiang'an Hospital of Xiamen UniversitySchool of MedicineXiamen UniversityXiamen361102China
| | - Sunyan Zhao
- Department of OncologyNanjing First HospitalNanjing Medical UniversityNanjing210006China
| | - Yuhan Zhou
- Department of OncologyNanjing First HospitalNanjing Medical UniversityNanjing210006China
| | - Yuhan Chang
- Cancer CenterZhongshan HospitalFudan UniversityShanghai200032China
| | - Nuofan Wang
- School of MedicineSoutheast UniversityNanjing210009China
| | - Xiumei Wang
- Department of OncologyNanjing First HospitalNanjing Medical UniversityNanjing210006China
| | - Juan Zhang
- Department of OncologyNanjing First HospitalNanjing Medical UniversityNanjing210006China
| | - Xuanchang Zhang
- Department of OncologyNanjing First HospitalNanjing Medical UniversityNanjing210006China
| | - Liqiao Hu
- Guangzhou National LaboratoryGuangzhou510005China
| | - Youhua Tan
- The Hong Kong Polytechnic UniversityShenzhen Research InstituteShenzhen518000China
- Department of Biomedical EngineeringThe Hong Kong Polytechnic UniversityHong Kong999077China
| | - Qiong Jia
- Department of OncologyNanjing First HospitalNanjing Medical UniversityNanjing210006China
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8
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Guilberteau J, Jain P, Jolly MK, Pouchol C, Pouradier Duteil N. An integrative phenotype-structured partial differential equation model for the population dynamics of epithelial-mesenchymal transition. NPJ Syst Biol Appl 2025; 11:24. [PMID: 40050291 PMCID: PMC11885588 DOI: 10.1038/s41540-025-00502-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2024] [Accepted: 02/17/2025] [Indexed: 03/09/2025] Open
Abstract
Phenotypic heterogeneity along the epithelial-mesenchymal (E-M) axis contributes to cancer metastasis and drug resistance. Recent experimental efforts have collated detailed time-course data on the emergence and dynamics of E-M heterogeneity in a cell population. However, it remains unclear how different intra- and inter-cellular processes shape the dynamics of E-M heterogeneity. Here, using Cell Population Balance model, we capture the dynamics of cell density along E-M phenotypic axis resulting from interplay between-(a) intracellular regulatory interaction among biomolecules, (b) cell division and death and (c) stochastic cell-state transition. We find that while the existence of E-M heterogeneity depends on intracellular regulation, heterogeneity gets enhanced with stochastic cell-state transitions and diminished by growth rate differences. Further, resource competition among E-M cells can lead to both bi-phasic growth of the total population and/or bi-stability in the phenotypic composition. Overall, our model highlights complex interplay between cellular processes shaping dynamic patterns of E-M heterogeneity.
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Affiliation(s)
- Jules Guilberteau
- Sorbonne Université, CNRS, Université Paris Cité, Inria, Laboratoire Jacques-Louis Lions (LJLL), Paris, France
| | - Paras Jain
- Department of Bioengineering, Indian Institute of Science, Bangalore, India
| | - Mohit Kumar Jolly
- Department of Bioengineering, Indian Institute of Science, Bangalore, India.
| | - Camille Pouchol
- Université Paris Cité, FP2M, CNRS FR 2036, MAP5 UMR 8145, Paris, France.
| | - Nastassia Pouradier Duteil
- Sorbonne Université, CNRS, Université Paris Cité, Inria, Laboratoire Jacques-Louis Lions (LJLL), Paris, France.
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9
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Mallin MM, Rolle LT, Schmidt MJ, Priyadarsini Nair S, Zurita AJ, Kuhn P, Hicks J, Pienta KJ, Amend SR. Cells in the Polyaneuploid Cancer Cell State Are Prometastatic. Mol Cancer Res 2025; 23:219-235. [PMID: 39656186 PMCID: PMC11873732 DOI: 10.1158/1541-7786.mcr-24-0689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2024] [Revised: 09/26/2024] [Accepted: 12/05/2024] [Indexed: 12/18/2024]
Abstract
Our research aims to understand the adaptive-ergo potentially metastatic-responses of prostate cancer to changing microenvironments. Emerging evidence implicates a role of the polyaneuploid cancer cell (PACC) state in metastasis, positing the PACC state as capable of conferring metastatic competency. Mounting in vitro evidence supports increased metastatic potential of cells in the PACC state. Additionally, our recent retrospective study revealed that PACC presence in patient prostate tumors at the time of radical prostatectomy was predictive of future metastasis. To test for a causative relationship between PACC state biology and metastasis in prostate cancer, we leveraged a novel method designed for flow cytometric detection of circulating tumor cells (CTC) and disseminated tumor cells (DTC) from animal models. This approach provides both quantitative and qualitative information about the number and PACC status of recovered CTCs and DTCs. Specifically, we applied this approach to the analysis of subcutaneous, caudal artery, and intracardiac murine models. Collating data from all models, we found that 74% of recovered CTCs and DTCs were in the PACC state. Furthermore, in vivo colonization assays proved that PACC populations can regain proliferative capacity at metastatic sites. Additional in vitro analyses revealed a PACC-specific partial epithelial-to-mesenchymal transition phenotype and a prometastatic secretory profile, together providing preliminary evidence of prometastatic mechanisms specific to the PACC state. Implications: Considering that many anticancer agents induce the PACC state, our data position the increased metastatic competency of PACC state cells as an important unforeseen ramification of neoadjuvant regimens, which may help explain clinical correlations between chemotherapy and metastatic progression.
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Affiliation(s)
- Mikaela M. Mallin
- Cancer Ecology Center, James Buchanan Brady Urological Institute, Johns Hopkins Medical Institute, Baltimore, Maryland
- Cellular and Molecular Medicine Graduate Training Program, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Louis T.A. Rolle
- Cancer Ecology Center, James Buchanan Brady Urological Institute, Johns Hopkins Medical Institute, Baltimore, Maryland
| | - Michael J. Schmidt
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, California
| | - Shilpa Priyadarsini Nair
- Cancer Ecology Center, James Buchanan Brady Urological Institute, Johns Hopkins Medical Institute, Baltimore, Maryland
| | - Amado J. Zurita
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Peter Kuhn
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, California
- Department of Biological Sciences, Dornsife College of Letters, Arts, and Sciences, University of Southern California, Los Angeles, California
- Department of Biomedical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, California
- Department of Aerospace and Mechanical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, California
- Institute of Urology, Catherine & Joseph Aresty Department of Urology, Keck School of Medicine, University of Southern California, Los Angeles, California
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - James Hicks
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, California
- Department of Biological Sciences, Dornsife College of Letters, Arts, and Sciences, University of Southern California, Los Angeles, California
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Kenneth J. Pienta
- Cancer Ecology Center, James Buchanan Brady Urological Institute, Johns Hopkins Medical Institute, Baltimore, Maryland
- Cellular and Molecular Medicine Graduate Training Program, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Sarah R. Amend
- Cancer Ecology Center, James Buchanan Brady Urological Institute, Johns Hopkins Medical Institute, Baltimore, Maryland
- Cellular and Molecular Medicine Graduate Training Program, Johns Hopkins School of Medicine, Baltimore, Maryland
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10
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Visal TH, Bayraktar R, den Hollander P, Attathikhun MA, Zhou T, Wang J, Shen L, Minciuna CE, Chen M, Barrientos-Toro E, Batra H, Raso MG, Yang F, Parra ER, Sahin AA, Calin GA, Mani SA. Accumulation of CD38 in Hybrid Epithelial/Mesenchymal Cells Promotes Immune Remodeling and Metastasis in Breast Cancer. Cancer Res 2025; 85:894-911. [PMID: 39853244 PMCID: PMC11873730 DOI: 10.1158/0008-5472.can-24-0400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 07/24/2024] [Accepted: 11/12/2024] [Indexed: 01/26/2025]
Abstract
Triple-negative breast cancer (TNBC) is a highly metastatic subtype of breast cancer. The epithelial-to-mesenchymal transition is a nonbinary process in the metastatic cascade that generates tumor cells with both epithelial and mesenchymal traits known as hybrid EM cells. Recent studies have elucidated the enhanced metastatic potential of cancers featuring the hybrid EM phenotype, highlighting the need to uncover molecular drivers and targetable vulnerabilities of the hybrid EM state. Here, we discovered that hybrid EM breast tumors are enriched in CD38, an immunosuppressive molecule associated with worse clinical outcomes in liquid malignancies. Altering CD38 expression in tumor cell impacted migratory, invasive, and metastatic capabilities of hybrid EM cells. Abrogation of CD38 expression stimulated an antitumor immune response, thereby preventing the generation of an immunosuppressive microenvironment in hybrid EM tumors. CD38 levels positively correlated with PD-L1 expression in samples from patients with TNBC. Moreover, targeting CD38 potentiated the activity of anti-PD-L1, eliciting strong antitumor immunity, with reduced tumor growth in hybrid EM models. Overall, this research exposes upregulation of CD38 as a specific survival strategy utilized by hybrid EM breast tumors to suppress immune cell activity and sustain metastasis, with strong implications in other carcinomas that have hybrid EM properties. Significance: Hybrid cells co-featuring epithelial and mesenchymal traits in triple-negative breast cancer express elevated levels of CD38 to induce immunosuppression and metastasis, indicating CD38 inhibition as potential strategy for treating breast cancer.
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Affiliation(s)
- Tanvi H. Visal
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas
- The University of Texas Graduate School of Biomedical Sciences, Houston, Texas
| | - Recep Bayraktar
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas
- The University of Texas Graduate School of Biomedical Sciences, Houston, Texas
| | - Petra den Hollander
- Department of Pathology and Laboratory Medicine, The Warren Alpert Medical School, Brown University, Providence, Rhode Island
- The Legorreta Cancer Center, The Warren Alpert Medical School, Brown University, Providence, Rhode Island
| | - Michael A. Attathikhun
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Biology, Houston Christian University, Houston, Texas
| | - Tieling Zhou
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jing Wang
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Li Shen
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Corina-Elena Minciuna
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of General Surgery, Fundeni Clinical Institute, Bucharest, Romania
| | - Meng Chen
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Elizve Barrientos-Toro
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Harsh Batra
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Maria Gabriela Raso
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Fei Yang
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Edwin R. Parra
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Aysegul A. Sahin
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - George A. Calin
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas
- The University of Texas Graduate School of Biomedical Sciences, Houston, Texas
| | - Sendurai A. Mani
- Department of Pathology and Laboratory Medicine, The Warren Alpert Medical School, Brown University, Providence, Rhode Island
- The Legorreta Cancer Center, The Warren Alpert Medical School, Brown University, Providence, Rhode Island
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11
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Leck LYW, Abd El-Aziz YS, McKelvey KJ, Park KC, Sahni S, Lane DJR, Skoda J, Jansson PJ. Cancer stem cells: Masters of all traits. Biochim Biophys Acta Mol Basis Dis 2025; 1871:167549. [PMID: 39454969 DOI: 10.1016/j.bbadis.2024.167549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 10/01/2024] [Accepted: 10/16/2024] [Indexed: 10/28/2024]
Abstract
Cancer is a heterogeneous disease, which contributes to its rapid progression and therapeutic failure. Besides interpatient tumor heterogeneity, tumors within a single patient can present with a heterogeneous mix of genetically and phenotypically distinct subclones. These unique subclones can significantly impact the traits of cancer. With the plasticity that intratumoral heterogeneity provides, cancers can easily adapt to changes in their microenvironment and therapeutic exposure. Indeed, tumor cells dynamically shift between a more differentiated, rapidly proliferating state with limited tumorigenic potential and a cancer stem cell (CSC)-like state that resembles undifferentiated cellular precursors and is associated with high tumorigenicity. In this context, CSCs are functionally located at the apex of the tumor hierarchy, contributing to the initiation, maintenance, and progression of tumors, as they also represent the subpopulation of tumor cells most resistant to conventional anti-cancer therapies. Although the CSC model is well established, it is constantly evolving and being reshaped by advancing knowledge on the roles of CSCs in different cancer types. Here, we review the current evidence of how CSCs play a pivotal role in providing the many traits of aggressive tumors while simultaneously evading immunosurveillance and anti-cancer therapy in several cancer types. We discuss the key traits and characteristics of CSCs to provide updated insights into CSC biology and highlight its implications for therapeutic development and improved treatment of aggressive cancers.
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Affiliation(s)
- Lionel Y W Leck
- Bill Walsh Translational Cancer Research Laboratory, Kolling Institute, Faculty of Medicine and Health, The University of Sydney, St Leonards, NSW, Australia; Cancer Drug Resistance & Stem Cell Program, School of Medical Science, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, Australia
| | - Yomna S Abd El-Aziz
- Bill Walsh Translational Cancer Research Laboratory, Kolling Institute, Faculty of Medicine and Health, The University of Sydney, St Leonards, NSW, Australia; Oral Pathology Department, Faculty of Dentistry, Tanta University, Tanta, Egypt
| | - Kelly J McKelvey
- Bill Walsh Translational Cancer Research Laboratory, Kolling Institute, Faculty of Medicine and Health, The University of Sydney, St Leonards, NSW, Australia
| | - Kyung Chan Park
- Proteina Co., Ltd./Seoul National University, Seoul, South Korea
| | - Sumit Sahni
- Bill Walsh Translational Cancer Research Laboratory, Kolling Institute, Faculty of Medicine and Health, The University of Sydney, St Leonards, NSW, Australia
| | - Darius J R Lane
- Melbourne Dementia Research Centre, The Florey Institute of Neuroscience & Mental Health, The University of Melbourne, Parkville, VIC, Australia
| | - Jan Skoda
- Department of Experimental Biology, Faculty of Science, Masaryk University, Brno, Czech Republic; International Clinical Research Center, St. Anne's University Hospital, Brno, Czech Republic.
| | - Patric J Jansson
- Bill Walsh Translational Cancer Research Laboratory, Kolling Institute, Faculty of Medicine and Health, The University of Sydney, St Leonards, NSW, Australia; Cancer Drug Resistance & Stem Cell Program, School of Medical Science, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, Australia.
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12
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Yuan Y, Tang Y, Fang Z, Wen J, Wicha MS, Luo M. Long Non-Coding RNAs: Key Regulators of Tumor Epithelial/Mesenchymal Plasticity and Cancer Stemness. Cells 2025; 14:227. [PMID: 39937018 PMCID: PMC11817775 DOI: 10.3390/cells14030227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2024] [Revised: 01/23/2025] [Accepted: 01/27/2025] [Indexed: 02/13/2025] Open
Abstract
Long non-coding RNAs (lncRNAs) are a class of non-coding RNA molecules with transcripts longer than 200 bp, which were initially thought to be noise from genomic transcription without biological function. However, since the discovery of H19 in 1980 and Xist in 1990, increasing evidence has shown that lncRNAs regulate gene expression at epigenetic, transcriptional, and post-transcriptional levels through specific regulatory actions and are involved in the development of cancer and other diseases. Despite many lncRNAs being expressed at lower levels than those of protein-coding genes with less sequence conservation across species, lncRNAs have become an intense area of RNA research. They exert diverse biological functions such as inducing chromatin remodeling, recruiting transcriptional machinery, acting as competitive endogenous RNAs for microRNAs, and modulating protein-protein interactions. Epithelial-mesenchymal transition (EMT) is a developmental process, associated with embryonic development, wound healing, and cancer progression. In the context of oncogenesis, the EMT program is transiently activated and confers migratory/invasive and cancer stem cell (CSC) properties to tumor cells, which are crucial for malignant progression, metastasis, and therapeutic resistance. Accumulating evidence has revealed that lncRNAs play crucial roles in the regulation of tumor epithelial/mesenchymal plasticity (EMP) and cancer stemness. Here, we summarize the emerging roles and molecular mechanisms of lncRNAs in regulating tumor cell EMP and their effects on tumor initiation and progression through regulation of CSCs. We also discuss the potential of lncRNAs as diagnostic and prognostic biomarkers and therapeutic targets.
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Affiliation(s)
- Yuan Yuan
- Department of Breast and Thyroid Surgery, Peking University Shenzhen Hospital, Shenzhen 518036, China; (Y.Y.); (Y.T.); (Z.F.)
| | - Yun Tang
- Department of Breast and Thyroid Surgery, Peking University Shenzhen Hospital, Shenzhen 518036, China; (Y.Y.); (Y.T.); (Z.F.)
| | - Zeng Fang
- Department of Breast and Thyroid Surgery, Peking University Shenzhen Hospital, Shenzhen 518036, China; (Y.Y.); (Y.T.); (Z.F.)
| | - Jian Wen
- Department of Breast Surgery, The Fourth Affiliated Hospital of China Medical University, Shengyang 110032, China;
| | - Max S. Wicha
- Division of Hematology & Oncology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109, USA
| | - Ming Luo
- Department of Breast and Thyroid Surgery, Peking University Shenzhen Hospital, Shenzhen 518036, China; (Y.Y.); (Y.T.); (Z.F.)
- Division of Hematology & Oncology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109, USA
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13
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Sahoo S, Hari K, Jolly MK. Design principles of regulatory networks underlying epithelial mesenchymal plasticity in cancer cells. Curr Opin Cell Biol 2025; 92:102445. [PMID: 39608060 DOI: 10.1016/j.ceb.2024.102445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 10/22/2024] [Accepted: 10/30/2024] [Indexed: 11/30/2024]
Abstract
Phenotypic plasticity is a hallmark of cancer and drives metastatic disease and drug resistance. The dynamics of epithelial mesenchymal plasticity is driven by complex interactions involving multiple feedback loops in underlying networks operating at multiple regulatory levels such as transcriptional and epigenetic. The past decade has witnessed a surge in systems level analysis of structural and dynamical traits of these networks. Here, we highlight the key insights elucidated from such efforts-a) multistability in gene regulatory networks and the co-existence of many hybrid phenotypes, thus enabling a landscape with multiple 'attractors', b) mutually antagonistic 'teams' of genes in these networks, shaping the rates of cell state transition in this landscape, and c) chromatin level changes that can alter the landscape, thus controlling reversibility of cell state transitions, allowing cellular memory in the context of epithelial mesenchymal plasticity in cancer cells. Such approaches, in close integration with high-throughput longitudinal data, have improved our understanding of the dynamics of cell state transitions implicated in tumor cell plasticity.
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Affiliation(s)
- Sarthak Sahoo
- Department of Bioengineering, Indian Institute of Science, Bangalore 560012, India
| | - Kishore Hari
- Department of Bioengineering, Indian Institute of Science, Bangalore 560012, India
| | - Mohit Kumar Jolly
- Department of Bioengineering, Indian Institute of Science, Bangalore 560012, India.
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14
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Shea A, Eyal-Lubling Y, Guerrero-Romero D, Manzano Garcia R, Greenwood W, O’Reilly M, Georgopoulou D, Callari M, Lerda G, Wix S, Giovannetti A, Masina R, Esmaeilishirazifard E, Cope W, Martin AG, Nagano A, Young L, Kupczak S, Cheng Y, Bardwell H, Provenzano E, Kane J, Lay J, Grybowicz L, McAdam K, Caldas C, Abraham J, Rueda OM, Bruna A. Modeling Drug Responses and Evolutionary Dynamics Using Patient-Derived Xenografts Reveals Precision Medicine Strategies for Triple-Negative Breast Cancer. Cancer Res 2025; 85:567-584. [PMID: 39514406 PMCID: PMC7617242 DOI: 10.1158/0008-5472.can-24-1703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 08/09/2024] [Accepted: 11/04/2024] [Indexed: 11/16/2024]
Abstract
The intertumor and intratumor heterogeneity of triple-negative breast cancers, which is reflected in diverse drug responses, interplays with tumor evolution. In this study, we developed a preclinical experimental and analytical framework using patient-derived tumor xenografts (PDTX) from patients with treatment-naïve triple-negative breast cancers to test their predictive value in personalized cancer treatment approaches. Patients and their matched PDTXs exhibited concordant drug responses to neoadjuvant therapy using two trial designs and dosing schedules. This platform enabled analysis of nongenetic mechanisms involved in relapse dynamics. Treatment resulted in permanent phenotypic changes, with functional and therapeutic consequences. High-throughput drug screening methods in ex vivo PDTX cells revealed patient-specific drug response changes dependent on first-line therapy. This was validated in vivo, as exemplified by a change in olaparib sensitivity in tumors previously treated with clinically relevant cycles of standard-of-care chemotherapy. In summary, PDTXs provide a robust tool to test patient drug responses and therapeutic regimens and to model evolutionary trajectories. However, high intermodel variability and permanent nongenomic transcriptional changes constrain their use for personalized cancer therapy. This work highlights important considerations associated with preclinical drug response modeling and potential uses of the platform to identify efficacious and preferential sequential therapeutic regimens. Significance: Patient-derived tumor xenografts from treatment-naïve breast cancer samples can predict patient drug responses and model treatment-induced phenotypic and functional evolution, making them valuable preclinical tools.
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Affiliation(s)
- Abigail Shea
- Department of Oncology, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
- Institute of Cancer Research, London, United Kingdom
| | - Yaniv Eyal-Lubling
- Department of Oncology, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
| | - Daniel Guerrero-Romero
- Department of Oncology, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
| | - Raquel Manzano Garcia
- Department of Oncology, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
| | - Wendy Greenwood
- Department of Oncology, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
| | - Martin O’Reilly
- Department of Oncology, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
| | - Dimitra Georgopoulou
- Department of Oncology, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
| | - Maurizio Callari
- Department of Oncology, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
- Fondazione Michelangelo, Milan, Italy
| | - Giulia Lerda
- Department of Oncology, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
- Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, United Kingdom
| | - Sophia Wix
- Department of Oncology, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
| | - Agnese Giovannetti
- Department of Oncology, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
- Clinical Genomics Unit, Fondazione IRCCS Casa Sollievo della Sofferenza, Foggia, Italy
| | - Riccardo Masina
- Department of Oncology, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
| | - Elham Esmaeilishirazifard
- Department of Oncology, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
| | - Wei Cope
- Department of Histopathology, Cambridge University NHS Foundation Trust, Cambridge, United Kingdom
| | - Alistair G. Martin
- Department of Oncology, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
| | - Ai Nagano
- Department of Oncology, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
| | - Lisa Young
- Department of Oncology, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
| | - Steven Kupczak
- Department of Oncology, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
| | - Yi Cheng
- Department of Oncology, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
| | - Helen Bardwell
- Department of Oncology, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
| | - Elena Provenzano
- Department of Histopathology, Cambridge University NHS Foundation Trust, Cambridge, United Kingdom
- Cambridge NIH Biomedical Research Centre, Cambridge, United Kingdom
| | - Justine Kane
- Department of Oncology, Precision Breast Cancer Institute, University of Cambridge, Cambridge, United Kingdom
| | - Jonny Lay
- Department of Oncology, Precision Breast Cancer Institute, University of Cambridge, Cambridge, United Kingdom
| | - Louise Grybowicz
- Cambridge University NHS Foundation Trust, Cambridge, United Kingdom
| | - Karen McAdam
- Cambridge University NHS Foundation Trust, Cambridge, United Kingdom
| | - Carlos Caldas
- Department of Oncology, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
- Department of Clinical Biochemistry, Institute of Metabolic Science, University of Cambridge, Cambridge, United Kingdom
| | - Jean Abraham
- Department of Oncology, Precision Breast Cancer Institute, University of Cambridge, Cambridge, United Kingdom
| | - Oscar M. Rueda
- MRC-Biostatistics Unit, University of Cambridge, Cambridge, United Kingdom
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15
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Zhang S, Liu S, Dong H, Jin X, Sun J, Sun J, Wu G, Li Y. CD63-high macrophage-derived exosomal miR-6876-5p promotes hepatocellular carcinoma stemness via PTEN/Akt-mediated EMT pathway. Hepatol Commun 2025; 9:e0616. [PMID: 39774566 PMCID: PMC11717501 DOI: 10.1097/hc9.0000000000000616] [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: 08/12/2024] [Accepted: 10/31/2024] [Indexed: 01/11/2025] Open
Abstract
OBJECTIVE Accumulating evidence suggests that microRNAs derived from macrophage exosomes can regulate the stemness and progression of cancer. However, the interaction mechanisms between HCC cells and tumor-associated macrophages remain unclear. METHODS Exosomes were extracted from control or CD63 overexpression macrophages and co-cultured with HCC cells. The stemness, proliferation, epithelial-mesenchymal transition, and in vivo tumorigenicity of HCC cells were assessed to determine the role of CD63-high macrophage-derived exosomal miR-6876-5p in HCC. The binding relationship between miR-6876-5p and the PTEN/Akt axis was also investigated. RESULTS Elevated CD63 expression was associated with increased tumor-associated macrophage infiltration and poorer prognosis in HCC. CD63-high macrophage-derived exosomes enhanced HCC cell proliferation, stemness, and epithelial-mesenchymal transition. miR-6876-5p within these exosomes was identified as a key mediator, promoting HCC progression by targeting PTEN and activating the Akt signaling pathway. In vivo studies confirmed that CD63-high macrophage-derived exosomal miR-6876-5p accelerated tumor growth and enhanced stemness in HCC cells. CONCLUSIONS CD63-high macrophage-derived exosomes, particularly those enriched with miR-6876-5p, play a pivotal role in HCC progression by enhancing stemness and promoting epithelial-mesenchymal transition through the PTEN/Akt pathway. Targeting these exosomes and their microRNAs offers a promising therapeutic strategy forHCC.
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Affiliation(s)
- Shuairan Zhang
- Department of Gastroenterology, The First Hospital of China Medical University, Shenyang, PR China
| | - Shiqi Liu
- Department of Hepatobiliary Surgery, The First Hospital of China Medical University, Shenyang, PR China
| | - Hang Dong
- Phase I Clinical Trials Center, The People’s Hospital of China Medical University, Shenyang, PR China
| | - Xiuli Jin
- Department of Gastroenterology, The First Hospital of China Medical University, Shenyang, PR China
| | - Jing Sun
- Department of Gastroenterology, The First Hospital of China Medical University, Shenyang, PR China
| | - Ji Sun
- Department of Gastroenterology, The First Hospital of China Medical University, Shenyang, PR China
| | - Gang Wu
- Department of Hepatobiliary Surgery, The First Hospital of China Medical University, Shenyang, PR China
| | - Yiling Li
- Department of Gastroenterology, The First Hospital of China Medical University, Shenyang, PR China
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16
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Lazzari N, Rigotto G, Montini B, Del Bianco P, Moretto E, Palladino F, Cappellesso R, Tonello M, Cenzi C, Scapinello A, Piano MA, Rossi CR, Dalerba P, Pilati P, Sommariva A, Calabrò ML. Stemness and hybrid epithelial-mesenchymal profiles guide peritoneal dissemination of malignant mesothelioma and pseudomyxoma peritonei. Int J Cancer 2025; 156:201-215. [PMID: 39146488 DOI: 10.1002/ijc.35137] [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: 04/10/2024] [Revised: 07/15/2024] [Accepted: 07/25/2024] [Indexed: 08/17/2024]
Abstract
Intrabdominal dissemination of malignant mesothelioma (MM) and pseudomyxoma peritonei (PMP) is poorly characterized with respect to the stemness window which malignant cells activate during their reshaping on the epithelial-mesenchymal (E/M) axis. To gain insights into stemness properties and their prognostic significance in these rarer forms of peritoneal metastases (PM), primary tumor cultures from 55 patients selected for cytoreductive surgery with hyperthermic intraperitoneal chemotherapy were analyzed for cancer stem cells (CSC) by aldehyde dehydrogenase 1 (ALDH1) and spheroid formation assays, and for expression of a set of plasticity-related genes to measure E/M transition (EMT) score. Intratumor heterogeneity was also analyzed. Samples from PM of colorectal cancer were included for comparison. Molecular data were confirmed using principal component and cluster analyses. Associations with survival were evaluated using Kaplan-Meier and Cox regression models. The activity of acetylsalicylic acid (ASA), a stemness modifier, was tested in five cultures. Significantly increased amounts of ALDH1bright-cells identified high-grade PMP, and discriminated solid masses from ascitic/mucin-embedded tumor cells in both forms of PM. Epithelial/early hybrid EMT scores and an early hybrid expression pattern correlated with pluripotency factors were significantly associated with early peritoneal progression (p = .0343 and p = .0339, respectively, log-rank test) in multivariable models. ASA impaired spheroid formation and increased cisplatin sensitivity in all five cultures. These data suggest that CSC subpopulations and hybrid E/M states may guide peritoneal spread of MM and PMP. Stemness could be exploited as targetable vulnerability to increase chemosensitivity and improve patient outcomes. Additional research is needed to confirm these preliminary data.
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Affiliation(s)
- Nayana Lazzari
- Immunology and Molecular Oncology, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Giulia Rigotto
- Immunology and Molecular Oncology, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Barbara Montini
- Immunology and Molecular Oncology, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Paola Del Bianco
- Clinical Research Unit, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Elena Moretto
- Immunology and Molecular Oncology, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Federica Palladino
- Immunology and Molecular Oncology, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | | | - Marco Tonello
- Surgical Oncology of the Esophagus and Digestive Tract, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Carola Cenzi
- Clinical Research Unit, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
- Surgical Oncology of the Esophagus and Digestive Tract, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Antonio Scapinello
- Anatomy and Histopathology, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Maria Assunta Piano
- Immunology and Molecular Oncology, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | | | - Piero Dalerba
- Center for Discovery and Innovation (CDI), Hackensack Meridian School of Medicine, Nutley, New Jersey, USA
| | - Pierluigi Pilati
- Surgical Oncology of the Esophagus and Digestive Tract, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Antonio Sommariva
- Surgical Oncology of the Esophagus and Digestive Tract, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
- Surgical Oncology, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
- Advanced Surgical Oncology Unit, Surgical Oncology of the Esophagus and Digestive Tract, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Maria Luisa Calabrò
- Immunology and Molecular Oncology, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
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17
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Caruso JA, Chen-Tanyolac C, Tlsty TD. A hybrid epithelial-mesenchymal transition program enables basal epithelial cells to bypass stress-induced stasis and contributes to a metaplastic breast cancer progenitor state. Breast Cancer Res 2024; 26:184. [PMID: 39696672 DOI: 10.1186/s13058-024-01920-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Accepted: 11/12/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND Human mammary epithelial cell (HMEC) cultures encounter a stress-associated barrier termed stasis, during which most cells adopt a senescence-like phenotype. From these cultures, rare variants emerge from the basal epithelial population, re-initiating growth. Variants exhibit pre-malignant properties, including an aberrant epigenetic program that enables continued proliferation and acquisition of genetic changes. Following oncogenic transformation, variants produce tumors that recapitulate the histopathological characteristics of metaplastic breast cancer (MBC), a rare and aggressive subtype marked by the differentiation of neoplastic epithelium into squamous and mesenchymal elements. METHODS Using a serum-free HMEC culture system, we probed the capacity for phenotypic plasticity inherent to basal epithelial cell populations from human breast tissue as they navigated stasis and emerged as variant populations. RESULTS We observed robust activation of a TGF-β-dependent epithelial-mesenchymal transition (EMT) program in basal epithelial cells during stasis, followed by subsequent attenuation of this program in emerging variants. Inhibition of the TGF-β pathway or depleting the EMT regulators Snail or Slug allowed basal epithelial cells to collectively bypass stasis, demonstrating that cellular dysfunction and arrest resulting from TGF-β and EMT activation are central to this in vitro barrier. The spontaneous emergence of variants from stasis cultures was associated with a restricted EMT trajectory, characterized by the stabilization of hybrid EMT states associated with greater proliferative capacity, rather than progressing to a complete mesenchymal state characterized by irreversible growth arrest. Epigenetic mechanisms, which contributed to the dysregulated growth control characteristic of the variant phenotype, also contributed to the stability of the hybrid EMT program in variants. By overcoming the cellular dysfunction and growth arrest resulting from TGF-β and complete EMT, variants exhibited a higher oncogenic transformation efficiency compared to pre-stasis basal epithelial cells. Inhibiting the TGF-β pathway prior to stasis significantly reduced EMT in the basal epithelial population, alleviated selective pressure driving variant emergence, and also enhanced oncogenic transformation efficiency, resulting in tumors with markedly diminished metaplastic differentiation. CONCLUSIONS This study reveals how an epigenetic program governs basal epithelial cell fate decisions and contributes to the development of MBC progenitors by restricting access to terminal mesenchymal states that induce growth arrest and, instead, favoring hybrid EMT states with enhanced tumorigenic potential.
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Affiliation(s)
- Joseph A Caruso
- Department of Pathology, University of California, San Francisco, San Francisco, CA, 94143, USA.
| | - Chira Chen-Tanyolac
- Department of Pathology, University of California, San Francisco, San Francisco, CA, 94143, USA
| | - Thea D Tlsty
- Department of Pathology, University of California, San Francisco, San Francisco, CA, 94143, USA.
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18
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Kuburich NA, Kiselka JM, den Hollander P, Karam AA, Mani SA. The Cancer Chimera: Impact of Vimentin and Cytokeratin Co-Expression in Hybrid Epithelial/Mesenchymal Cancer Cells on Tumor Plasticity and Metastasis. Cancers (Basel) 2024; 16:4158. [PMID: 39766058 PMCID: PMC11674825 DOI: 10.3390/cancers16244158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2024] [Revised: 12/02/2024] [Accepted: 12/09/2024] [Indexed: 01/11/2025] Open
Abstract
The epithelial-mesenchymal transition (EMT) program is critical to metastatic cancer progression. EMT results in the expression of mesenchymal proteins and enhances migratory and invasive capabilities. In a small percentage of cells, EMT results in the expression of stemness-associated genes that provide a metastatic advantage. Although EMT had been viewed as a binary event, it has recently become clear that the program leads to a spectrum of phenotypes, including hybrid epithelial/mesenchymal (E/M) cells that have significantly greater metastatic capability than cells on the epithelial or mesenchymal ends of the spectrum. As hybrid E/M cells are rarely observed in physiological, non-diseased states in the adult human body, these cells are potential biomarkers and drug targets. Hybrid E/M cells are distinguished by the co-expression of epithelial and mesenchymal proteins, such as the intermediate filament proteins cytokeratin (CK; epithelial) and vimentin (VIM; mesenchymal). Although these intermediate filaments have been extensively used for pathological characterization and detection of aggressive carcinomas, little is known regarding the interactions between CK and VIM when co-expressed in hybrid E/M cells. This review describes the characteristics of hybrid E/M cells with a focus on the unique co-expression of VIM and CK. We will discuss the structures and functions of these two intermediate filament proteins and how they may interact when co-expressed in hybrid E/M cells. Additionally, we review what is known about cell-surface expression of these intermediate filament proteins and discuss their potential as predictive biomarkers and therapeutic targets.
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Affiliation(s)
- Nick A. Kuburich
- Legorreta Cancer Center, The Warren Alpert Medical School, Brown University, Providence, RI 02912, USA; (N.A.K.); (J.M.K.); (P.d.H.); (A.A.K.)
- Department of Pathology and Lab Medicine, The Warren Alpert Medical School, Brown University, Providence, RI 02912, USA
| | - Julia M. Kiselka
- Legorreta Cancer Center, The Warren Alpert Medical School, Brown University, Providence, RI 02912, USA; (N.A.K.); (J.M.K.); (P.d.H.); (A.A.K.)
- Department of Pathology and Lab Medicine, The Warren Alpert Medical School, Brown University, Providence, RI 02912, USA
| | - Petra den Hollander
- Legorreta Cancer Center, The Warren Alpert Medical School, Brown University, Providence, RI 02912, USA; (N.A.K.); (J.M.K.); (P.d.H.); (A.A.K.)
- Department of Pathology and Lab Medicine, The Warren Alpert Medical School, Brown University, Providence, RI 02912, USA
| | - Andrew A. Karam
- Legorreta Cancer Center, The Warren Alpert Medical School, Brown University, Providence, RI 02912, USA; (N.A.K.); (J.M.K.); (P.d.H.); (A.A.K.)
- Department of Pathology and Lab Medicine, The Warren Alpert Medical School, Brown University, Providence, RI 02912, USA
| | - Sendurai A. Mani
- Legorreta Cancer Center, The Warren Alpert Medical School, Brown University, Providence, RI 02912, USA; (N.A.K.); (J.M.K.); (P.d.H.); (A.A.K.)
- Department of Pathology and Lab Medicine, The Warren Alpert Medical School, Brown University, Providence, RI 02912, USA
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19
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Aziz MA. Multiomics approach towards characterization of tumor cell plasticity and its significance in precision and personalized medicine. Cancer Metastasis Rev 2024; 43:1549-1559. [PMID: 38761231 DOI: 10.1007/s10555-024-10190-x] [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: 09/30/2023] [Accepted: 05/08/2024] [Indexed: 05/20/2024]
Abstract
Cellular plasticity refers to the ability of cells to change their identity or behavior, which can be advantageous in some cases (e.g., tissue regeneration) but detrimental in others (e.g., cancer metastasis). With a better understanding of cellular plasticity, the complexity of cancer cells, their heterogeneity, and their role in metastasis is being unraveled. The plasticity of the cells could also prove as a nemesis to their characterization. In this review, we have attempted to highlight the possibilities and benefits of using multiomics approach in characterizing the plastic nature of cancer cells. There is a need to integrate fragmented evidence at different levels of cellular organization (DNA, RNA, protein, metabolite, epigenetics, etc.) to facilitate the characterization of different forms of plasticity and cell types. We have discussed the role of cellular plasticity in generating intra-tumor heterogeneity. Different omics level evidence is being provided to highlight the variety of molecular determinants discovered using different techniques. Attempts have been made to integrate some of this information to provide a quantitative assessment and scoring of the plastic nature of the cells. However, there is a huge gap in our understanding of mechanisms that lead to the observed heterogeneity. Understanding of these mechanism(s) is necessary for finding targets for early detection and effective therapeutic interventions in metastasis. Targeting cellular plasticity is akin to neutralizing a moving target. Along with the advancements in precision and personalized medicine, these efforts may translate into better clinical outcomes for cancer patients, especially in metastatic stages.
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Affiliation(s)
- Mohammad Azhar Aziz
- Interdisciplinary Nanotechnology Center, Aligarh Muslim University, Aligarh, Uttar Pradesh, India.
- Cancer Nanomedicine Consortium, Aligarh Muslim University, Aligarh, Uttar Pradesh, India.
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20
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Youssef KK, Narwade N, Arcas A, Marquez-Galera A, Jiménez-Castaño R, Lopez-Blau C, Fazilaty H, García-Gutierrez D, Cano A, Galcerán J, Moreno-Bueno G, Lopez-Atalaya JP, Nieto MA. Two distinct epithelial-to-mesenchymal transition programs control invasion and inflammation in segregated tumor cell populations. NATURE CANCER 2024; 5:1660-1680. [PMID: 39414946 PMCID: PMC11584407 DOI: 10.1038/s43018-024-00839-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Accepted: 09/06/2024] [Indexed: 10/18/2024]
Abstract
Epithelial-to-mesenchymal transition (EMT) triggers cell plasticity in embryonic development, adult injured tissues and cancer. Combining the analysis of EMT in cell lines, embryonic neural crest and mouse models of renal fibrosis and breast cancer, we find that there is not a cancer-specific EMT program. Instead, cancer cells dedifferentiate and bifurcate into two distinct and segregated cellular trajectories after activating either embryonic-like or adult-like EMTs to drive dissemination or inflammation, respectively. We show that SNAIL1 acts as a pioneer factor in both EMT trajectories, and PRRX1 drives the progression of the embryonic-like invasive trajectory. We also find that the two trajectories are plastic and interdependent, as the abrogation of the EMT invasive trajectory by deleting Prrx1 not only prevents metastasis but also enhances inflammation, increasing the recruitment of antitumor macrophages. Our data unveil an additional role for EMT in orchestrating intratumor heterogeneity, driving the distribution of functions associated with either inflammation or metastatic dissemination.
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Grants
- This work was supported by grants MICIU RTI2018-096501-B-I00 and MCI PID2021-125682NB-I00 to MAN, RTI2018-102260-B-I00 to JPLA, and PID2022-136854OB-I00 to GMB all funded by MICIU/AEI /10.13039/501100011033 and by FEDER, UE. Funds were also provided by the AECC Scientific Foundation (FC_AECC PROYE19073NIE to MAN and PROYE19036MOR to GMB), Instituto de Salud Carlos III (CIBERONC, CB16/12/00295 to GMB and AC; CIBERER, CB19/07/00038 to MAN), Generalitat Valenciana (Prometeo 2021/45) and the European Research Council (ERC AdG 322694) to MAN, who also acknowledges financial support from Centro de Excelencia Severo Ochoa» Grant CEX2021-001165-S funded by MCIN/AEI/ 10.13039/501100011033. KKY was holder of an EMBO Long-Term fellowship, a “Severo Ochoa Excellence Programme” Postdoctoral contract and currently holds an investigator contract from the AECC Scientific Foundation (Ayudas AECC investigador 2022). N.N held a contract associated with NEUcrest European Union’s Horizon 2020 Research and Innovation Program under Marie Sklodowska-Curie (grant agreement No 860635, ITN NEUcrest to MAN). R.J.C. holds a “Severo Ochoa Excellence Programme” PhD contract (PRE2020-091888).
- MCI PID2021-125682NB-I00
- NEUcrest European Union’s Horizon 2020 Research and Innovation Program under Marie Skłodowska-Curie (grant agreement No 860635, ITN NEUcrest to MAN
- RTI2018-102260-B-I00
- MICIU RTI2018-096501-B-I00
- PID2022-136854OB-I00
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Affiliation(s)
| | - Nitin Narwade
- Instituto de Neurociencias (CSIC-UMH), Alicante, Spain
| | - Aida Arcas
- Instituto de Neurociencias (CSIC-UMH), Alicante, Spain
- Department of Gene Therapy and Regulation of Gene Expression, Center for Applied Medical Research, University of Navarra, Pamplona, Spain
| | | | | | | | - Hassan Fazilaty
- Instituto de Neurociencias (CSIC-UMH), Alicante, Spain
- Department of Molecular Life Sciences, University of Zurich, Zurich, Switzerland
| | | | - Amparo Cano
- Instituto de Investigaciones Biomédicas 'Sols-Morreale' CSIC-UAM, Madrid, Spain
- CIBERONC, Centro de Investigación Biomédica en Red de Cancer, Instituto de Salud Carlos III, Madrid, Spain
| | - Joan Galcerán
- Instituto de Neurociencias (CSIC-UMH), Alicante, Spain
- CIBERER, Centro de Investigación Biomédica en Red de Enfermedades Raras, Instituto de Salud Carlos III, Madrid, Spain
| | - Gema Moreno-Bueno
- Instituto de Investigaciones Biomédicas 'Sols-Morreale' CSIC-UAM, Madrid, Spain
- CIBERONC, Centro de Investigación Biomédica en Red de Cancer, Instituto de Salud Carlos III, Madrid, Spain
- MD Anderson Cancer Center International Foundation, Madrid, Spain
| | | | - M Angela Nieto
- Instituto de Neurociencias (CSIC-UMH), Alicante, Spain.
- CIBERER, Centro de Investigación Biomédica en Red de Enfermedades Raras, Instituto de Salud Carlos III, Madrid, Spain.
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21
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Niharika, Garg M. Understanding the autophagic functions in cancer stem cell maintenance and therapy resistance. Expert Rev Mol Med 2024; 26:e23. [PMID: 39375840 PMCID: PMC11488345 DOI: 10.1017/erm.2024.23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 12/25/2023] [Accepted: 06/25/2024] [Indexed: 10/09/2024]
Abstract
Complex tumour ecosystem comprising tumour cells and its associated tumour microenvironment (TME) constantly influence the tumoural behaviour and ultimately impact therapy failure, disease progression, recurrence and poor overall survival of patients. Crosstalk between tumour cells and TME amplifies the complexity by creating metabolic changes such as hypoxic environment and nutrient fluctuations. These changes in TME initiate stem cell-like programmes in cancer cells, contribute to tumoural heterogeneity and increase tumour robustness. Recent studies demonstrate the multifaceted role of autophagy in promoting fibroblast production, stemness, cancer cell survival during longer periods of dormancy, eventual growth of metastatic disease and disease resistance. Recent ongoing studies examine autophagy/mitophagy as a powerful survival strategy in response to environmental stress including nutrient deprivation, hypoxia and environmental stress in TME. It prevents irreversible senescence, promotes dormant stem-like state, induces epithelial-mesenchymal transition and increases migratory and invasive potential of tumour cells. The present review discusses various theories and mechanisms behind the autophagy-dependent induction of cancer stem cell (CSC) phenotype. Given the role of autophagic functions in CSC aggressiveness and therapeutic resistance, various mechanisms and studies based on suppressing cellular plasticity by blocking autophagy as a powerful therapeutic strategy to kill tumour cells are discussed.
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Affiliation(s)
- Niharika
- Department of Biochemistry, University of Lucknow, Lucknow 226007, India
| | - Minal Garg
- Department of Biochemistry, University of Lucknow, Lucknow 226007, India
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22
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Anastasakis DG, Apostolidi M, Garman KA, Polash AH, Umar MI, Meng Q, Scutenaire J, Jarvis JE, Wang X, Haase AD, Brownell I, Rinehart J, Hafner M. Nuclear PKM2 binds pre-mRNA at folded G-quadruplexes and reveals their gene regulatory role. Mol Cell 2024; 84:3775-3789.e6. [PMID: 39153475 PMCID: PMC11455610 DOI: 10.1016/j.molcel.2024.07.025] [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: 03/13/2024] [Revised: 06/12/2024] [Accepted: 07/25/2024] [Indexed: 08/19/2024]
Abstract
Nuclear localization of the metabolic enzyme PKM2 is widely observed in various cancer types. We identify nuclear PKM2 as a non-canonical RNA-binding protein (RBP) that specifically interacts with folded RNA G-quadruplex (rG4) structures in precursor mRNAs (pre-mRNAs). PKM2 occupancy at rG4s prevents the binding of repressive RBPs, such as HNRNPF, and promotes the expression of rG4-containing pre-mRNAs (the "rG4ome"). We observe an upregulation of the rG4ome during epithelial-to-mesenchymal transition and a negative correlation of rG4 abundance with patient survival in different cancer types. By preventing the nuclear accumulation of PKM2, we could repress the rG4ome in triple-negative breast cancer cells and reduce migration and invasion of cancer cells in vitro and in xenograft mouse models. Our data suggest that the balance of folded and unfolded rG4s controlled by RBPs impacts gene expression during tumor progression.
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Affiliation(s)
| | - Maria Apostolidi
- Department of Cellular and Molecular Physiology, Yale University, New Haven, CT, USA; Systems Biology Institute, Yale University, West Haven, CT, USA
| | | | - Ahsan H Polash
- RNA Molecular Biology Laboratory, NIAMS/NIH, Bethesda, MD, USA
| | - Mubarak I Umar
- RNA Molecular Biology Laboratory, NIAMS/NIH, Bethesda, MD, USA
| | - Qingcai Meng
- Laboratory of Cellular and Molecular Biology, NIDDK/NIH, Bethesda, MD, USA
| | | | | | - Xiantao Wang
- RNA Molecular Biology Laboratory, NIAMS/NIH, Bethesda, MD, USA
| | - Astrid D Haase
- Laboratory of Cellular and Molecular Biology, NIDDK/NIH, Bethesda, MD, USA
| | | | - Jesse Rinehart
- Department of Cellular and Molecular Physiology, Yale University, New Haven, CT, USA; Systems Biology Institute, Yale University, West Haven, CT, USA.
| | - Markus Hafner
- RNA Molecular Biology Laboratory, NIAMS/NIH, Bethesda, MD, USA.
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23
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Focaccio A, Rossi L, De Luca A. A spotlight on the role of copper in the epithelial to mesenchymal transition. Life Sci 2024; 354:122972. [PMID: 39142503 DOI: 10.1016/j.lfs.2024.122972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Revised: 07/29/2024] [Accepted: 08/10/2024] [Indexed: 08/16/2024]
Abstract
The complex process known as epithelial to mesenchymal transition (EMT) plays a fundamental role in several biological settings, encompassing embryonic development, wound healing, and pathological conditions such as cancer and fibrosis. In recent years, a bulk of research has brought to light the key role of copper, a trace element with essential functions in cellular metabolism, cancer initiation and progression. Indeed, copper, besides functioning as cofactor of enzymes required for essential cellular processes, such as energy production and oxidation reactions, has emerged as an allosteric regulator of kinases whose activity is required to fulfill cancer dissemination through the EMT. In this comprehensive review, we try to describe the intricate relationship between the transition metal copper and EMT, spanning from the earliest foundational studies to the latest advancements. Our aim is to shed light on the multifaceted roles undertaken by copper in EMT in cancer and to unveil the diverse mechanisms by which copper homeostasis exerts its influence over EMT regulators, signaling pathways, cell metabolic reprogramming and transcription factors ultimately contributing to the spread of cancer. Therefore, this review not only may contribute to a deeper comprehension of copper-mediated mechanisms in EMT but also supports the hypothesis that targeting copper may contribute to counteract the progression of EMT-associated pathologies.
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Affiliation(s)
- Antonio Focaccio
- PhD School in Cellular and Molecular Biology, Department of Biology, University of Rome Tor Vergata, Via della Ricerca Scientifica 1, 00133 Rome, Italy
| | - Luisa Rossi
- Department of Biology, University of Rome Tor Vergata, Via della Ricerca Scientifica 1, 00133 Rome, Italy
| | - Anastasia De Luca
- Department of Biology, University of Rome Tor Vergata, Via della Ricerca Scientifica 1, 00133 Rome, Italy.
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24
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Haynes NM, Chadwick TB, Parker BS. The complexity of immune evasion mechanisms throughout the metastatic cascade. Nat Immunol 2024; 25:1793-1808. [PMID: 39285252 DOI: 10.1038/s41590-024-01960-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Accepted: 08/12/2024] [Indexed: 09/29/2024]
Abstract
Metastasis, the spread of cancer from a primary site to distant organs, is an important challenge in oncology. This Review explores the complexities of immune escape mechanisms used throughout the metastatic cascade to promote tumor cell dissemination and affect organotropism. Specifically, we focus on adaptive plasticity of disseminated epithelial tumor cells to understand how they undergo phenotypic transitions to survive microenvironmental conditions encountered during metastasis. The interaction of tumor cells and their microenvironment is analyzed, highlighting the local and systemic effects that innate and adaptive immune systems have in shaping an immunosuppressive milieu to foster aggressive metastatic tumors. Effectively managing metastatic disease demands a multipronged approach to target the parallel and sequential mechanisms that suppress anti-tumor immunity. This management necessitates a deep understanding of the complex interplay between tumor cells, their microenvironment and immune responses that we provide with this Review.
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Affiliation(s)
- Nicole M Haynes
- Cancer Evolution and Metastasis Program, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Victoria, Australia
| | - Thomas B Chadwick
- Cancer Evolution and Metastasis Program, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Victoria, Australia
| | - Belinda S Parker
- Cancer Evolution and Metastasis Program, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Victoria, Australia.
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25
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Liu B, Liu Y, Yang S, Ye J, Hu J, Chen S, Wu S, Liu Q, Tang F, Liu Y, He Y, Du Y, Zhang G, Guo Q, Yang C. Enhanced desmosome assembly driven by acquired high-level desmoglein-2 promotes phenotypic plasticity and endocrine resistance in ER + breast cancer. Cancer Lett 2024; 600:217179. [PMID: 39154704 DOI: 10.1016/j.canlet.2024.217179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 05/23/2024] [Accepted: 08/06/2024] [Indexed: 08/20/2024]
Abstract
Acquired resistance to endocrine treatments remains a major clinical challenge. In this study, we found that desmoglein-2 (DSG2) plays a major role in acquired endocrine resistance and cellular plasticity in ER+ breast cancer (BC). By analysing the well-established fulvestrant-resistant ER+ BC model using single-cell RNA-seq, we revealed that ER inhibition leads to a specific increase in DSG2 in cancer cell populations, which in turn enhances desmosome formation in vitro and in vivo and cell phenotypic plasticity that promotes resistance to treatment. DSG2 depletion reduced tumorigenesis and metastasis in fulvestrant-resistant xenograft models and promoted fulvestrant efficiency. Mechanistically, DSG2 forms a desmosome complex with JUP and Vimentin and triggers Wnt/PCP signalling. We showed that elevated DSG2 levels, along with reduced ER levels and an activated Wnt/PCP pathway, predicted poor survival, suggesting that a DSG2high signature could be exploited for therapeutic interventions. Our analysis highlighted the critical role of DSG2-mediated desmosomal junctions following antiestrogen treatment.
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Affiliation(s)
- Bohan Liu
- Department of Clinical Laboratory, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China; Department of Molecular Biology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yuting Liu
- Department of Clinical Laboratory, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China; Department of Molecular Biology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shuang Yang
- Department of Laboratory Medicine, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jingwen Ye
- Department of Clinical Laboratory, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China; Department of Molecular Biology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jiajie Hu
- Department of Clinical Laboratory, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China; Department of Molecular Biology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Si Chen
- Department of Clinical Laboratory, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China; Department of Molecular Biology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shiyi Wu
- Department of Clinical Laboratory, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China; Department of Molecular Biology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Qinqing Liu
- Department of Clinical Laboratory, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Fen Tang
- Department of Breast Surgery, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yiwen Liu
- Department of Molecular Biology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yiqing He
- Department of Molecular Biology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yan Du
- Department of Molecular Biology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Guoliang Zhang
- Department of Molecular Biology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Qian Guo
- Department of Molecular Biology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Cuixia Yang
- Department of Clinical Laboratory, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China; Department of Molecular Biology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China; Faculty of Medical Laboratory Science, College of Health Science and Technology, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
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26
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Zhang J, Liu L, Wei X, Zhao C, Luo Y, Li J, Le TD. Scanning sample-specific miRNA regulation from bulk and single-cell RNA-sequencing data. BMC Biol 2024; 22:218. [PMID: 39334271 PMCID: PMC11438147 DOI: 10.1186/s12915-024-02020-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Accepted: 09/24/2024] [Indexed: 09/30/2024] Open
Abstract
BACKGROUND RNA-sequencing technology provides an effective tool for understanding miRNA regulation in complex human diseases, including cancers. A large number of computational methods have been developed to make use of bulk and single-cell RNA-sequencing data to identify miRNA regulations at the resolution of multiple samples (i.e. group of cells or tissues). However, due to the heterogeneity of individual samples, there is a strong need to infer miRNA regulation specific to individual samples to uncover miRNA regulation at the single-sample resolution level. RESULTS Here, we develop a framework, Scan, for scanning sample-specific miRNA regulation. Since a single network inference method or strategy cannot perform well for all types of new data, Scan incorporates 27 network inference methods and two strategies to infer tissue-specific or cell-specific miRNA regulation from bulk or single-cell RNA-sequencing data. Results on bulk and single-cell RNA-sequencing data demonstrate the effectiveness of Scan in inferring sample-specific miRNA regulation. Moreover, we have found that incorporating the prior information of miRNA targets can generally improve the accuracy of miRNA target prediction. In addition, Scan can contribute to construct cell/tissue correlation networks and recover aggregate miRNA regulatory networks. Finally, the comparison results have shown that the performance of network inference methods is likely to be data-specific, and selecting optimal network inference methods is required for more accurate prediction of miRNA targets. CONCLUSIONS Scan provides a useful method to help infer sample-specific miRNA regulation for new data, benchmark new network inference methods and deepen the understanding of miRNA regulation at the resolution of individual samples.
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Affiliation(s)
- Junpeng Zhang
- School of Engineering, Dali University, Dali, 671003, Yunnan, China.
| | - Lin Liu
- UniSA STEM, University of South Australia, Mawson Lakes, SA, 5095, Australia
| | - Xuemei Wei
- School of Engineering, Dali University, Dali, 671003, Yunnan, China
| | - Chunwen Zhao
- School of Engineering, Dali University, Dali, 671003, Yunnan, China
| | - Yanbi Luo
- School of Engineering, Dali University, Dali, 671003, Yunnan, China
| | - Jiuyong Li
- UniSA STEM, University of South Australia, Mawson Lakes, SA, 5095, Australia
| | - Thuc Duy Le
- UniSA STEM, University of South Australia, Mawson Lakes, SA, 5095, Australia.
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Massey S, Kongchan N, Gao Y, Chaudhury A, Olokpa E, Karch J, Malovannaya A, Cheng C, Zhang X, Neilson JR. PKC-mediated phosphorylation governs the stability and function of CELF1 as a driver of EMT in breast epithelial cells. J Biol Chem 2024; 300:107826. [PMID: 39343007 PMCID: PMC11585768 DOI: 10.1016/j.jbc.2024.107826] [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: 07/04/2022] [Revised: 08/08/2024] [Accepted: 08/12/2024] [Indexed: 10/01/2024] Open
Abstract
Epithelial to mesenchymal transition (EMT) is believed to be a principal factor contributing to cancer metastasis. The post-transcriptional and post-translational mechanisms underlying EMT are comparatively underexplored. We previously demonstrated that the CELF1 RNA binding protein is necessary and sufficient to drive the EMT of breast epithelial cells, and that the relative protein expression of CELF1 in this context was dictated at the post-translational level. Here, we elucidate the mechanism of this regulation. Mass spectrometric analysis of CELF1 isolated from mesenchymal MCF-10A cells identified multiple sites of serine and threonine phosphorylation on the protein, correlating with the increased stability of this protein in this cellular state. Analysis of phosphomimetic and serine/threonine-to-alanine phosphomutant variants of CELF1 revealed that these phosphorylation sites indeed dictate CELF1 stability, ubiquitination state, and function in vitro. Via co-immunoprecipitation and in vitro kinase assays, we identified the protein kinase C alpha and epsilon isozymes as the kinases responsible for CELF1 phosphorylation in a breast cell line. Genetic epistasis experiments confirmed that these PKCs function upstream of CELF1 in this EMT program, and CELF1 phosphorylation impacts tumor metastasis in a xenograft model. This work is the first to formally establish the mechanisms underlying post-translational control of CELF1 expression and function during EMT of breast epithelial cells. Given the broad dysregulation of CELF1 expression in human breast cancer, our results may ultimately provide knowledge that may be leveraged for novel therapeutic interventions in this context.
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Affiliation(s)
- Shebna Massey
- Department of Integrative Physiology, Baylor College of Medicine, Houston, Texas, USA
| | - Natee Kongchan
- Department of Integrative Physiology, Baylor College of Medicine, Houston, Texas, USA
| | - Yang Gao
- Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas, USA; Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas, USA; Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, USA
| | - Arindam Chaudhury
- Department of Integrative Physiology, Baylor College of Medicine, Houston, Texas, USA
| | - Emuejevoke Olokpa
- Department of Integrative Physiology, Baylor College of Medicine, Houston, Texas, USA
| | - Jason Karch
- Department of Integrative Physiology, Baylor College of Medicine, Houston, Texas, USA
| | - Anna Malovannaya
- Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Baylor College of Medicine, Houston, Texas, USA
| | - Chonghui Cheng
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas, USA; Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, USA; Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, USA
| | - Xiang Zhang
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas, USA; Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, USA; McNair Medical Institute, Baylor College of Medicine, Houston, Texas, USA
| | - Joel R Neilson
- Department of Integrative Physiology, Baylor College of Medicine, Houston, Texas, USA; Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas, USA.
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Caruso JA, Tlsty TD. An adaptive Epithelial-Mesenchymal Transition Program Enables Basal Epithelial Cells to Bypass Stress-Induced Stasis and Contributes to Metaplastic Breast Cancer Progenitor State. RESEARCH SQUARE 2024:rs.3.rs-4980285. [PMID: 39399685 PMCID: PMC11469408 DOI: 10.21203/rs.3.rs-4980285/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/15/2024]
Abstract
Background Human mammary epithelial cell (HMEC) cultures encounter a stress-associated barrier termed stasis, during which most cells adopt a senescence-like phenotype. From these cultures, rare variants emerge from the basal epithelial population, re-initiating growth. Variants exhibit pre-malignant properties, including an aberrant epigenetic program that enables continued proliferation and acquisition of genetic changes. Following oncogenic transformation, variants produce tumors that recapitulate the histopathological characteristics of metaplastic breast cancer (MBC), a rare subtype characterized by squamous and mesenchymal differentiation. Methods Using the conventional serum-free HMEC culture system, we probed the capacity for phenotypic plasticity inherent to basal epithelial cell populations from human breast tissue as they navigated stasis and emerged as variant populations. Results We observed robust activation of a TGF-β-dependent epithelial-mesenchymal transition (EMT) program in basal epithelial cells during stasis, followed by subsequent attenuation of this program in emerging variants. Inhibiting the TGF-β pathway or depleting the EMT regulators Snail or Slug allowed basal epithelial cells to collectively bypass stasis, demonstrating that cellular dysfunction and arrest resulting from TGF-β and EMT activation are central to this in vitro barrier. The spontaneous emergence of variants from stasis cultures was associated with a restricted EMT trajectory, which diverted cells away from a complete mesenchymal state characterized by irreversible growth arrest, and instead limited variants to epithelial and intermediate EMT states associated with greater proliferative capacity and stemness. Epigenetic mechanisms, which contributed to the dysregulated growth control characteristic of the variant phenotype, also contributed to the constrained EMT program in variants. By overcoming the cellular dysfunction and growth arrest resulting from TGF-β and EMT activation, variants exhibited increased oncogenic transformation efficiency compared to pre-stasis basal epithelial cells. Inhibiting the TGF-β pathway prior to stasis significantly reduced EMT in the basal epithelial population, alleviated selective pressure driving variant emergence, and enhanced oncogenic transformation efficiency, resulting in tumors with markedly diminished metaplastic differentiation. Conclusions This study reveals how adaptive EMT reprogramming governs basal epithelial cell fate decisions and contributes to the development of MBC progenitors by restricting access to terminal mesenchymal states that induce growth arrest and, instead, favoring intermediate states with enhanced tumorigenic potential.
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Sacco JL, Gomez EW. Epithelial-Mesenchymal Plasticity and Epigenetic Heterogeneity in Cancer. Cancers (Basel) 2024; 16:3289. [PMID: 39409910 PMCID: PMC11475326 DOI: 10.3390/cancers16193289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Revised: 09/10/2024] [Accepted: 09/23/2024] [Indexed: 10/20/2024] Open
Abstract
The tumor microenvironment comprises various cell types and experiences dynamic alterations in physical and mechanical properties as cancer progresses. Intratumoral heterogeneity is associated with poor prognosis and poses therapeutic challenges, and recent studies have begun to identify the cellular mechanisms that contribute to phenotypic diversity within tumors. This review will describe epithelial-mesenchymal (E/M) plasticity and its contribution to phenotypic heterogeneity in tumors as well as how epigenetic factors, such as histone modifications, histone modifying enzymes, DNA methylation, and chromatin remodeling, regulate and maintain E/M phenotypes. This review will also report how mechanical properties vary across tumors and regulate epigenetic modifications and E/M plasticity. Finally, it highlights how intratumoral heterogeneity impacts therapeutic efficacy and provides potential therapeutic targets to improve cancer treatments.
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Affiliation(s)
- Jessica L. Sacco
- Department of Chemical Engineering, The Pennsylvania State University, University Park, PA 16802, USA;
| | - Esther W. Gomez
- Department of Chemical Engineering, The Pennsylvania State University, University Park, PA 16802, USA;
- Department of Biomedical Engineering, The Pennsylvania State University, University Park, PA 16802, USA
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30
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Ou Y, Jiang HM, Wang YJ, Shuai QY, Cao LX, Guo M, Qi CC, Li ZX, Shi J, Hu HY, Liu YX, Zuo SY, Chen X, Feng MD, Shi Y, Sun PQ, Wang H, Yang S. The Zeb1-Cxcl1 axis impairs the antitumor immune response by inducing M2 macrophage polarization in breast cancer. Am J Cancer Res 2024; 14:4378-4397. [PMID: 39417185 PMCID: PMC11477816 DOI: 10.62347/uais7070] [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: 05/06/2024] [Accepted: 09/03/2024] [Indexed: 10/19/2024] Open
Abstract
Zeb1, a key epithelial-mesenchymal transition (EMT) regulator, has recently been found to be involved in M2 macrophage polarization in the tumor immune microenvironment, thereby promoting tumor development. However, the underlying mechanism of Zeb1-induced M2 macrophage polarization remains largely unexplored. To identify the potential role of Zeb1 in remodeling the tumor immune microenvironment in breast cancer, we crossed the floxed Zeb1 allele homozygously into PyMT mice to generate PyMT;Zeb1cKO (MMTV-Cre;PyMT;Zeb1fl/fl ) mice. We found that the recruitment of M2-type tumor-associated macrophages (TAMs) was significantly reduced in tumors from PyMT;Zeb1cKO mice, and their tumor suppressive effects were weakened. Mechanistically, Zeb1 played a crucial role in transcriptionally promoting the production of Cxcl1 in tumor cells. In turn, Cxcl1 activated the Cxcr2-Jak-Stat3 pathway to induce M2 polarization of TAMs in a paracrine manner, which eventually led to T-cell inactivation and impaired the antitumor immune response in breast cancer. Our results collectively revealed an important role of Zeb1 in remodeling the tumor microenvironment, suggesting a novel therapeutic intervention for the treatment of advanced breast cancer.
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Affiliation(s)
- Yang Ou
- Tianjin Key Laboratory of Tumor Microenvironment and Neurovascular Regulation, School of Medicine, Nankai UniversityTianjin, P. R. China
| | - Hui-Min Jiang
- Beijing Institute of Brain Disorders, Capital Medical UniversityBeijing, P. R. China
| | - Yan-Jing Wang
- Tianjin Key Laboratory of Tumor Microenvironment and Neurovascular Regulation, School of Medicine, Nankai UniversityTianjin, P. R. China
| | - Qiu-Ying Shuai
- Tianjin Key Laboratory of Tumor Microenvironment and Neurovascular Regulation, School of Medicine, Nankai UniversityTianjin, P. R. China
| | - Li-Xia Cao
- Tianjin Key Laboratory of Tumor Microenvironment and Neurovascular Regulation, School of Medicine, Nankai UniversityTianjin, P. R. China
| | - Min Guo
- Tianjin Key Laboratory of Tumor Microenvironment and Neurovascular Regulation, School of Medicine, Nankai UniversityTianjin, P. R. China
| | - Chun-Chun Qi
- Tianjin Key Laboratory of Tumor Microenvironment and Neurovascular Regulation, School of Medicine, Nankai UniversityTianjin, P. R. China
| | - Zhao-Xian Li
- Tianjin Key Laboratory of Tumor Microenvironment and Neurovascular Regulation, School of Medicine, Nankai UniversityTianjin, P. R. China
| | - Jie Shi
- Tianjin Key Laboratory of Tumor Microenvironment and Neurovascular Regulation, School of Medicine, Nankai UniversityTianjin, P. R. China
| | - Hua-Yu Hu
- Tianjin Key Laboratory of Tumor Microenvironment and Neurovascular Regulation, School of Medicine, Nankai UniversityTianjin, P. R. China
| | - Yu-Xin Liu
- Tianjin Key Laboratory of Tumor Microenvironment and Neurovascular Regulation, School of Medicine, Nankai UniversityTianjin, P. R. China
| | - Si-Yu Zuo
- Tianjin Key Laboratory of Tumor Microenvironment and Neurovascular Regulation, School of Medicine, Nankai UniversityTianjin, P. R. China
| | - Xiao Chen
- Tianjin Key Laboratory of Tumor Microenvironment and Neurovascular Regulation, School of Medicine, Nankai UniversityTianjin, P. R. China
| | - Meng-Dan Feng
- Tianjin Key Laboratory of Tumor Microenvironment and Neurovascular Regulation, School of Medicine, Nankai UniversityTianjin, P. R. China
| | - Yi Shi
- Tianjin Key Laboratory of Tumor Microenvironment and Neurovascular Regulation, School of Medicine, Nankai UniversityTianjin, P. R. China
| | - Pei-Qing Sun
- Department of Cancer Biology, Wake Forest Baptist Comprehensive Cancer Center, Wake Forest Baptist Medical CenterWinston-Salem, NC, USA
| | - Hang Wang
- Tianjin Key Laboratory of Tumor Microenvironment and Neurovascular Regulation, School of Medicine, Nankai UniversityTianjin, P. R. China
| | - Shuang Yang
- Tianjin Key Laboratory of Tumor Microenvironment and Neurovascular Regulation, School of Medicine, Nankai UniversityTianjin, P. R. China
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31
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Graff RC, Haimowitz A, Aguilan JT, Levine A, Zhang J, Yuan W, Roose-Girma M, Seshagiri S, Porcelli SA, Gamble MJ, Sidoli S, Bresnick AR, Backer JM. Platelet PI3Kβ regulates breast cancer metastasis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.10.612261. [PMID: 39314490 PMCID: PMC11419023 DOI: 10.1101/2024.09.10.612261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/25/2024]
Abstract
Platelets promote tumor metastasis by several mechanisms. Platelet-tumor cell interactions induce the release of platelet cytokines, chemokines, and other factors that promote tumor cell epithelial-mesenchymal transition and invasion, granulocyte recruitment to circulating tumor cells (CTCs), and adhesion of CTCs to the endothelium, assisting in their extravasation at metastatic sites. Previous studies have shown that platelet activation in the context of thrombus formation requires the Class IA PI 3-kinase PI3Kβ. We now define a role for platelet PI3Kβ in breast cancer metastasis. Platelet PI3Kβ is essential for platelet-stimulated tumor cell invasion through Matrigel. Consistent with this finding, in vitro platelet-tumor cell binding and tumor cell-stimulated platelet activation are reduced in platelets isolated from PI3Kβ mutant mice. RNAseq and proteomic analysis of human breast epithelial cells co-cultured with platelets revealed that platelet PI3Kβ regulates the expression of EMT and metastasis-associated genes in these cells. The EMT and metastasis-associated proteins PAI-1 and IL-8 were specifically downregulated in co-cultures with PI3Kβ mutant platelets. PI3Kβ mutant platelets are impaired in their ability to stimulate YAP and Smad2 signaling in tumor cells, two pathways regulating PAI-1 expression. Finally, we show that mice expressing mutant PI3Kβ show reduced spontaneous metastasis, and platelets isolated from these mice are less able to stimulate experimental metastasis in WT mice. Taken together, these data support a role for platelet PI3Kβ in promoting breast cancer metastasis and highlight platelet PI3Kβ as a potential therapeutic target. Significance We demonstrate that platelet PI3Kβ regulates metastasis, broadening the potential use of PI3Kβ-selective inhibitors as novel agents to treat metastasis.
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32
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Winkler J, Tan W, Diadhiou CM, McGinnis CS, Abbasi A, Hasnain S, Durney S, Atamaniuc E, Superville D, Awni L, Lee JV, Hinrichs JH, Wagner PS, Singh N, Hein MY, Borja M, Detweiler AM, Liu SY, Nanjaraj A, Sitarama V, Rugo HS, Neff N, Gartner ZJ, Oliveira Pisco A, Goga A, Darmanis S, Werb Z. Single-cell analysis of breast cancer metastasis reveals epithelial-mesenchymal plasticity signatures associated with poor outcomes. J Clin Invest 2024; 134:e164227. [PMID: 39225101 PMCID: PMC11364385 DOI: 10.1172/jci164227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Accepted: 06/11/2024] [Indexed: 09/04/2024] Open
Abstract
Metastasis is the leading cause of cancer-related deaths. It is unclear how intratumor heterogeneity (ITH) contributes to metastasis and how metastatic cells adapt to distant tissue environments. The study of these adaptations is challenged by the limited access to patient material and a lack of experimental models that appropriately recapitulate ITH. To investigate metastatic cell adaptations and the contribution of ITH to metastasis, we analyzed single-cell transcriptomes of matched primary tumors and metastases from patient-derived xenograft models of breast cancer. We found profound transcriptional differences between the primary tumor and metastatic cells. Primary tumors upregulated several metabolic genes, whereas motility pathway genes were upregulated in micrometastases, and stress response signaling was upregulated during progression. Additionally, we identified primary tumor gene signatures that were associated with increased metastatic potential and correlated with patient outcomes. Immune-regulatory control pathways were enriched in poorly metastatic primary tumors, whereas genes involved in epithelial-mesenchymal transition were upregulated in highly metastatic tumors. We found that ITH was dominated by epithelial-mesenchymal plasticity (EMP), which presented as a dynamic continuum with intermediate EMP cell states characterized by specific genes such as CRYAB and S100A2. Elevated expression of an intermediate EMP signature correlated with worse patient outcomes. Our findings identified inhibition of the intermediate EMP cell state as a potential therapeutic target to block metastasis.
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Affiliation(s)
- Juliane Winkler
- Department of Anatomy and
- Department of Cell and Tissue Biology, UCSF, San Francisco, California, USA
- Center for Cancer Research, Medical University of Vienna, Vienna, Austria
| | - Weilun Tan
- Chan Zuckerberg Biohub SF, San Francisco, California, USA
| | | | | | | | | | - Sophia Durney
- Department of Cell and Tissue Biology, UCSF, San Francisco, California, USA
| | - Elena Atamaniuc
- Department of Cell and Tissue Biology, UCSF, San Francisco, California, USA
| | - Daphne Superville
- Department of Cell and Tissue Biology, UCSF, San Francisco, California, USA
| | | | - Joyce V. Lee
- Department of Cell and Tissue Biology, UCSF, San Francisco, California, USA
| | - Johanna H. Hinrichs
- Department of Anatomy and
- Institute of Internal Medicine D, Medical Cell Biology, University Hospital Münster, Münster, Germany
| | - Patrick S. Wagner
- Center for Cancer Research, Medical University of Vienna, Vienna, Austria
| | - Namrata Singh
- Center for Cancer Research, Medical University of Vienna, Vienna, Austria
| | - Marco Y. Hein
- Chan Zuckerberg Biohub SF, San Francisco, California, USA
- Max Perutz Labs, Vienna Biocenter Campus (VBC), Vienna, Austria
- Medical University of Vienna, Max Perutz Labs, Vienna, Austria
| | - Michael Borja
- Chan Zuckerberg Biohub SF, San Francisco, California, USA
| | | | | | | | | | - Hope S. Rugo
- Helen Diller Family Comprehensive Cancer Center, UCSF, San Francisco, California, USA
| | - Norma Neff
- Chan Zuckerberg Biohub SF, San Francisco, California, USA
| | - Zev J. Gartner
- Department of Pharmaceutical Chemistry, UCSF, San Francisco, California, USA
- Chan Zuckerberg Biohub Investigator, San Francisco, California, USA
| | | | - Andrei Goga
- Department of Cell and Tissue Biology, UCSF, San Francisco, California, USA
- Helen Diller Family Comprehensive Cancer Center, UCSF, San Francisco, California, USA
| | - Spyros Darmanis
- Chan Zuckerberg Biohub SF, San Francisco, California, USA
- Genentech, South San Francisco, California, USA
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Hariri A, Mirian M, Khosravi A, Zarepour A, Iravani S, Zarrabi A. Intersecting pathways: The role of hybrid E/M cells and circulating tumor cells in cancer metastasis and drug resistance. Drug Resist Updat 2024; 76:101119. [PMID: 39111134 DOI: 10.1016/j.drup.2024.101119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2024] [Revised: 06/30/2024] [Accepted: 07/09/2024] [Indexed: 08/17/2024]
Abstract
Cancer metastasis and therapy resistance are intricately linked with the dynamics of Epithelial-Mesenchymal Transition (EMT) and Circulating Tumor Cells (CTCs). EMT hybrid cells, characterized by a blend of epithelial and mesenchymal traits, have emerged as pivotal in metastasis and demonstrate remarkable plasticity, enabling transitions across cellular states crucial for intravasation, survival in circulation, and extravasation at distal sites. Concurrently, CTCs, which are detached from primary tumors and travel through the bloodstream, are crucial as potential biomarkers for cancer prognosis and therapeutic response. There is a significant interplay between EMT hybrid cells and CTCs, revealing a complex, bidirectional relationship that significantly influences metastatic progression and has a critical role in cancer drug resistance. This resistance is further influenced by the tumor microenvironment, with factors such as tumor-associated macrophages, cancer-associated fibroblasts, and hypoxic conditions driving EMT and contributing to therapeutic resistance. It is important to understand the molecular mechanisms of EMT, characteristics of EMT hybrid cells and CTCs, and their roles in both metastasis and drug resistance. This comprehensive understanding sheds light on the complexities of cancer metastasis and opens avenues for novel diagnostic approaches and targeted therapies and has significant advancements in combating cancer metastasis and overcoming drug resistance.
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Affiliation(s)
- Amirali Hariri
- Department of Pharmaceutical Biotechnology, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences, Isfahan 8174673461, Iran
| | - Mina Mirian
- Department of Pharmaceutical Biotechnology, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences, Isfahan 8174673461, Iran.
| | - Arezoo Khosravi
- Department of Genetics and Bioengineering, Faculty of Engineering and Natural Sciences, Istanbul Okan University, Istanbul 34959, Turkiye
| | - Atefeh Zarepour
- Department of Research Analytics, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai 600 077, India
| | - Siavash Iravani
- Independent Researcher, W Nazar ST, Boostan Ave, Isfahan, Iran.
| | - Ali Zarrabi
- Department of Biomedical Engineering, Faculty of Engineering and Natural Sciences, Istinye University, Istanbul 34396, Turkiye; Graduate School of Biotechnology and Bioengineering, Yuan Ze University, Taoyuan 320315, Taiwan.
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Herndon ME, Ayers M, Gibson-Corley KN, Wendt MK, Wallrath LL, Henry MD, Stipp CS. The highly metastatic 4T1 breast carcinoma model possesses features of a hybrid epithelial/mesenchymal phenotype. Dis Model Mech 2024; 17:dmm050771. [PMID: 39104192 PMCID: PMC11391819 DOI: 10.1242/dmm.050771] [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: 02/27/2024] [Accepted: 07/29/2024] [Indexed: 08/07/2024] Open
Abstract
Epithelial-mesenchymal transitions (EMTs) are thought to promote metastasis via downregulation of E-cadherin (also known as Cdh1) and upregulation of mesenchymal markers such as N-cadherin (Cdh2) and vimentin (Vim). Contrary to this, E-cadherin is retained in many invasive carcinomas and promotes collective cell invasion. To investigate how E-cadherin regulates metastasis, we examined the highly metastatic, E-cadherin-positive murine 4T1 breast cancer model, together with the less metastatic, 4T1-related cell lines 4T07, 168FARN and 67NR. We found that 4T1 cells display a hybrid epithelial/mesenchymal phenotype with co-expression of epithelial and mesenchymal markers, whereas 4T07, 168FARN, and 67NR cells display progressively more mesenchymal phenotypes in vitro that relate inversely to their metastatic capacity in vivo. Using RNA interference and constitutive expression, we demonstrate that the expression level of E-cadherin does not determine 4T1 or 4T07 cell metastatic capacity in mice. Mechanistically, 4T1 cells possess highly dynamic, unstable cell-cell junctions and can undergo collective invasion without E-cadherin downregulation. However, 4T1 orthotopic tumors in vivo also contain subregions of EMT-like loss of E-cadherin. Thus, 4T1 cells function as a model for carcinomas with a hybrid epithelial/mesenchymal phenotype that promotes invasion and metastasis.
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Affiliation(s)
- Mary E. Herndon
- Department of Biology, University of Iowa, Iowa City, IA 52245, USA
| | - Mitchell Ayers
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN 47907, USA
| | - Katherine N. Gibson-Corley
- Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
- Holden Comprehensive Cancer Center, University of Iowa, Iowa City, IA 52242, USA
| | - Michael K. Wendt
- Holden Comprehensive Cancer Center, University of Iowa, Iowa City, IA 52242, USA
- Department of Internal Medicine, University of Iowa, Iowa City, IA 52242, USA
| | - Lori L. Wallrath
- Holden Comprehensive Cancer Center, University of Iowa, Iowa City, IA 52242, USA
- Department of Biochemistry and Molecular Biology, University of Iowa, Iowa City, IA 52242, USA
| | - Michael D. Henry
- Holden Comprehensive Cancer Center, University of Iowa, Iowa City, IA 52242, USA
- Department of Molecular Physiology and Biophysics, University of Iowa, Iowa City, IA 52242, USA
| | - Christopher S. Stipp
- Department of Biology, University of Iowa, Iowa City, IA 52245, USA
- Holden Comprehensive Cancer Center, University of Iowa, Iowa City, IA 52242, USA
- Department of Molecular Physiology and Biophysics, University of Iowa, Iowa City, IA 52242, USA
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Zheng C, Allen KO, Liu T, Solodin NM, Meyer MB, Salem K, Tsourkas PK, McIlwain SJ, Vera JM, Cromwell ER, Ozers MS, Fowler AM, Alarid ET. Elevated GRHL2 Imparts Plasticity in ER-Positive Breast Cancer Cells. Cancers (Basel) 2024; 16:2906. [PMID: 39199676 PMCID: PMC11353109 DOI: 10.3390/cancers16162906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Revised: 08/16/2024] [Accepted: 08/17/2024] [Indexed: 09/01/2024] Open
Abstract
Estrogen receptor (ER)-positive breast cancer is characterized by late recurrences following initial treatment. The epithelial cell fate transcription factor Grainyhead-like protein 2 (GRHL2) is overexpressed in ER-positive breast cancers and is linked to poorer prognosis as compared to ER-negative breast cancers. To understand how GRHL2 contributes to progression, GRHL2 was overexpressed in ER-positive cells. We demonstrated that elevated GRHL2 imparts plasticity with stem cell- and dormancy-associated traits. RNA sequencing and immunocytochemistry revealed that high GRHL2 not only strengthens the epithelial identity but supports a hybrid epithelial to mesenchymal transition (EMT). Proliferation and tumor studies exhibited a decrease in growth and an upregulation of dormancy markers, such as NR2F1 and CDKN1B. Mammosphere assays and flow cytometry revealed enrichment of stem cell markers CD44 and ALDH1, and increased self-renewal capacity. Cistrome analyses revealed a change in transcription factor motifs near GRHL2 sites from developmental factors to those associated with disease progression. Together, these data support the idea that the plasticity and properties induced by elevated GRHL2 may provide a selective advantage to explain the association between GRHL2 and breast cancer progression.
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Affiliation(s)
- Christy Zheng
- McArdle Laboratory for Cancer Research, Department of Oncology, Carbone Comprehensive Cancer Center, University of Wisconsin-Madison, Madison, WI 53705, USA
| | - Kaelyn O. Allen
- McArdle Laboratory for Cancer Research, Department of Oncology, Carbone Comprehensive Cancer Center, University of Wisconsin-Madison, Madison, WI 53705, USA
| | - Tianrui Liu
- McArdle Laboratory for Cancer Research, Department of Oncology, Carbone Comprehensive Cancer Center, University of Wisconsin-Madison, Madison, WI 53705, USA
| | - Natalia M. Solodin
- McArdle Laboratory for Cancer Research, Department of Oncology, Carbone Comprehensive Cancer Center, University of Wisconsin-Madison, Madison, WI 53705, USA
| | - Mark B. Meyer
- Department of Nutritional Sciences, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Kelley Salem
- Department of Radiology, University of Wisconsin-Madison, Madison, WI 53792, USA
| | - Phillipos K. Tsourkas
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI 53705, USA
| | - Sean J. McIlwain
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI 53705, USA
| | - Jessica M. Vera
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI 53705, USA
| | - Erika R. Cromwell
- Department of Radiology, University of Wisconsin-Madison, Madison, WI 53792, USA
| | - Mary Szatkowski Ozers
- McArdle Laboratory for Cancer Research, Department of Oncology, Carbone Comprehensive Cancer Center, University of Wisconsin-Madison, Madison, WI 53705, USA
- Proteovista LLC, Madison, WI 53719, USA
| | - Amy M. Fowler
- Department of Radiology, University of Wisconsin-Madison, Madison, WI 53792, USA
- Department of Medical Physics, University of Wisconsin-Madison, WI 53705, USA
- Carbone Comprehensive Cancer Center, University of Wisconsin-Madison, Madison, WI 53705, USA
| | - Elaine T. Alarid
- McArdle Laboratory for Cancer Research, Department of Oncology, Carbone Comprehensive Cancer Center, University of Wisconsin-Madison, Madison, WI 53705, USA
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László L, Kurilla A, Tilajka Á, Pancsa R, Takács T, Novák J, Buday L, Vas V. Unveiling epithelial plasticity regulation in lung cancer: Exploring the cross-talk among Tks4 scaffold protein partners. Mol Biol Cell 2024; 35:ar111. [PMID: 38985526 PMCID: PMC11321040 DOI: 10.1091/mbc.e24-03-0103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 06/24/2024] [Accepted: 07/01/2024] [Indexed: 07/12/2024] Open
Abstract
The epithelial-to-mesenchymal transition (EMT) represents a hallmark event in the evolution of lung cancer. This work aims to study a recently described EMT-regulating protein, Tks4, and to explore its potential as a prognostic biomarker in non-small cell lung cancer. In this study, we used CRISPR/Cas9 method to knockout (KO) Tks4 to study its functional roles in invadopodia formation, migration, and regulation of EMT marker expressions and we identified Tks4-interacting proteins. Tks4-KO A549 cells exhibited an EMT-like phenotype characterized by elongated morphology and increased expression of EMT markers. Furthermore, analyses of a large-scale lung cancer database and a patient-derived tissue array data revealed that the Tks4 mRNA level was decreased in more aggressive lung cancer stages. To understand the regulatory role of Tks4 in lung cancer, we performed a Tks4-interactome analysis via Tks4 immunoprecipitation-mass spectrometry on five different cell lines and identified CAPZA1 as a novel Tks4 partner protein. Thus, we propose that the absence of Tks4 leads to disruption of a connectome of multiple proteins and that the resulting undocking and likely mislocalization of signaling molecules impairs actin cytoskeleton rearrangement and activates EMT-like cell fate switches, both of which likely influence disease severity.
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Affiliation(s)
- Loretta László
- Institute of Molecular Life Sciences, HUN-REN Research Centre for Natural Sciences, 1117 Budapest, Hungary
- Doctoral School of Biology, Institute of Biology, ELTE Eötvös Loránd University, 1117 Budapest, Hungary
| | - Anita Kurilla
- Institute of Molecular Life Sciences, HUN-REN Research Centre for Natural Sciences, 1117 Budapest, Hungary
| | - Álmos Tilajka
- Institute of Molecular Life Sciences, HUN-REN Research Centre for Natural Sciences, 1117 Budapest, Hungary
- Doctoral School of Biology, Institute of Biology, ELTE Eötvös Loránd University, 1117 Budapest, Hungary
| | - Rita Pancsa
- Institute of Molecular Life Sciences, HUN-REN Research Centre for Natural Sciences, 1117 Budapest, Hungary
| | - Tamás Takács
- Institute of Molecular Life Sciences, HUN-REN Research Centre for Natural Sciences, 1117 Budapest, Hungary
- Doctoral School of Biology, Institute of Biology, ELTE Eötvös Loránd University, 1117 Budapest, Hungary
| | - Julianna Novák
- Institute of Molecular Life Sciences, HUN-REN Research Centre for Natural Sciences, 1117 Budapest, Hungary
| | - László Buday
- Institute of Molecular Life Sciences, HUN-REN Research Centre for Natural Sciences, 1117 Budapest, Hungary
- Department of Molecular Biology, Semmelweis University, 1094 Budapest, Hungary
| | - Virag Vas
- Institute of Molecular Life Sciences, HUN-REN Research Centre for Natural Sciences, 1117 Budapest, Hungary
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Subbalakshmi AR, Ramisetty S, Mohanty A, Pareek S, Do D, Shrestha S, Khan A, Talwar N, Tan T, Vishnubhotla P, Singhal SS, Salgia R, Kulkarni P. Phenotypic Plasticity and Cancer: A System Biology Perspective. J Clin Med 2024; 13:4302. [PMID: 39124569 PMCID: PMC11313222 DOI: 10.3390/jcm13154302] [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: 05/20/2024] [Revised: 07/01/2024] [Accepted: 07/18/2024] [Indexed: 08/12/2024] Open
Abstract
Epithelial-to-mesenchymal transition (EMT) is a major axis of phenotypic plasticity not only in diseased conditions such as cancer metastasis and fibrosis but also during normal development and wound healing. Yet-another important axis of plasticity with metastatic implications includes the cancer stem cell (CSCs) and non-CSC transitions. However, in both processes, epithelial (E) and mesenchymal (M) phenotypes are not merely binary states. Cancer cells acquire a spectrum of phenotypes with traits, properties, and markers of both E and M phenotypes, giving rise to intermediary hybrid (E/M) phenotypes. E/M cells play an important role in tumor initiation, metastasis, and disease progression in multiple cancers. Furthermore, the hybrid phenotypes also play a major role in causing therapeutic resistance in cancer. Here, we discuss how a systems biology perspective on the problem, which is implicit in the 'Team Medicine' approach outlined in the theme of this Special Issue of The Journal of Clinical Medicine and includes an interdisciplinary team of experts, is more likely to shed new light on EMT in cancer and help us to identify novel therapeutics and strategies to target phenotypic plasticity in cancer.
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Affiliation(s)
- Ayalur Raghu Subbalakshmi
- Department of Medical Oncology and Therapeutics Research, City of Hope National Medical Center, Duarte, CA 91010, USA; (A.R.S.)
| | - Sravani Ramisetty
- Department of Medical Oncology and Therapeutics Research, City of Hope National Medical Center, Duarte, CA 91010, USA; (A.R.S.)
| | - Atish Mohanty
- Department of Medical Oncology and Therapeutics Research, City of Hope National Medical Center, Duarte, CA 91010, USA; (A.R.S.)
| | - Siddhika Pareek
- Department of Medical Oncology and Therapeutics Research, City of Hope National Medical Center, Duarte, CA 91010, USA; (A.R.S.)
| | - Dana Do
- Department of Medical Oncology and Therapeutics Research, City of Hope National Medical Center, Duarte, CA 91010, USA; (A.R.S.)
| | - Sagun Shrestha
- Department of Medical Oncology and Therapeutics Research, City of Hope Phoenix, Goodyear, AZ 85338, USA
| | - Ajaz Khan
- Department of Medical Oncology and Therapeutics Research, City of Hope Chicago, Zion, IL 60099, USA
| | - Neel Talwar
- Department of Medical Oncology and Therapeutics Research, City of Hope San Bernardino Road, Upland, CA 91786, USA
| | - Tingting Tan
- Department of Medical Oncology and Therapeutics Research, City of Hope Avocado Avenue, Newport Beach, CA 92660, USA
| | - Priya Vishnubhotla
- Department of Medical Oncology and Therapeutics Research, City of Hope Atlanta, Newnan, GA 30265, USA
| | - Sharad S. Singhal
- Department of Medical Oncology and Therapeutics Research, City of Hope National Medical Center, Duarte, CA 91010, USA; (A.R.S.)
| | - Ravi Salgia
- Department of Medical Oncology and Therapeutics Research, City of Hope National Medical Center, Duarte, CA 91010, USA; (A.R.S.)
| | - Prakash Kulkarni
- Department of Medical Oncology and Therapeutics Research, City of Hope National Medical Center, Duarte, CA 91010, USA; (A.R.S.)
- Department of Systems Biology, City of Hope National Medical Center, Duarte, CA 91010, USA
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38
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Sahoo S, Ramu S, Nair MG, Pillai M, San Juan BP, Milioli HZ, Mandal S, Naidu CM, Mavatkar AD, Subramaniam H, Neogi AG, Chaffer CL, Prabhu JS, Somarelli JA, Jolly MK. Increased prevalence of hybrid epithelial/mesenchymal state and enhanced phenotypic heterogeneity in basal breast cancer. iScience 2024; 27:110116. [PMID: 38974967 PMCID: PMC11225361 DOI: 10.1016/j.isci.2024.110116] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 04/04/2024] [Accepted: 05/23/2024] [Indexed: 07/09/2024] Open
Abstract
Intra-tumoral phenotypic heterogeneity promotes tumor relapse and therapeutic resistance and remains an unsolved clinical challenge. Decoding the interconnections among different biological axes of plasticity is crucial to understand the molecular origins of phenotypic heterogeneity. Here, we use multi-modal transcriptomic data-bulk, single-cell, and spatial transcriptomics-from breast cancer cell lines and primary tumor samples, to identify associations between epithelial-mesenchymal transition (EMT) and luminal-basal plasticity-two key processes that enable heterogeneity. We show that luminal breast cancer strongly associates with an epithelial cell state, but basal breast cancer is associated with hybrid epithelial/mesenchymal phenotype(s) and higher phenotypic heterogeneity. Mathematical modeling of core underlying gene regulatory networks representative of the crosstalk between the luminal-basal and epithelial-mesenchymal axes elucidate mechanistic underpinnings of the observed associations from transcriptomic data. Our systems-based approach integrating multi-modal data analysis with mechanism-based modeling offers a predictive framework to characterize intra-tumor heterogeneity and identify interventions to restrict it.
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Affiliation(s)
- Sarthak Sahoo
- Department of Bioengineering, Indian Institute of Science, Bangalore 560012, India
| | - Soundharya Ramu
- Department of Bioengineering, Indian Institute of Science, Bangalore 560012, India
| | - Madhumathy G. Nair
- Division of Molecular Medicine, St. John’s Research Institute, St. John’s Medical College, Bangalore 560012, India
| | - Maalavika Pillai
- Department of Bioengineering, Indian Institute of Science, Bangalore 560012, India
| | | | | | - Susmita Mandal
- Department of Bioengineering, Indian Institute of Science, Bangalore 560012, India
| | - Chandrakala M. Naidu
- Division of Molecular Medicine, St. John’s Research Institute, St. John’s Medical College, Bangalore 560012, India
| | - Apoorva D. Mavatkar
- Division of Molecular Medicine, St. John’s Research Institute, St. John’s Medical College, Bangalore 560012, India
| | - Harini Subramaniam
- Department of Bioengineering, Indian Institute of Science, Bangalore 560012, India
| | - Arpita G. Neogi
- Department of Bioengineering, Indian Institute of Science, Bangalore 560012, India
| | - Christine L. Chaffer
- Garvan Institute of Medical Research, Darlinghurst, NSW 2010, Australia
- University of New South Wales, UNSW Medicine, Sydney, NSW 2010, Australia
| | - Jyothi S. Prabhu
- Division of Molecular Medicine, St. John’s Research Institute, St. John’s Medical College, Bangalore 560012, India
| | | | - Mohit Kumar Jolly
- Department of Bioengineering, Indian Institute of Science, Bangalore 560012, India
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Mallin MM, Rolle LT, Schmidt MJ, Nair SP, Zurita AJ, Kuhn P, Hicks J, Pienta KJ, Amend SR. Cells in the Polyaneuploid Cancer Cell State are Pro-Metastatic. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.12.603285. [PMID: 39071340 PMCID: PMC11275908 DOI: 10.1101/2024.07.12.603285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 07/30/2024]
Abstract
There remains a large need for a greater understanding of the metastatic process within the prostate cancer field. Our research aims to understand the adaptive - ergo potentially metastatic - responses of cancer to changing microenvironments. Emerging evidence has implicated a role of the Polyaneuploid Cancer Cell (PACC) state in metastasis, positing the PACC state as capable of conferring metastatic competency. Mounting in vitro evidence supports increased metastatic potential of cells in the PACC state. Additionally, our recent retrospective study of prostate cancer patients revealed that PACC presence in the prostate at the time of radical prostatectomy was predictive of future metastatic progression. To test for a causative relationship between PACC state biology and metastasis, we leveraged a novel method designed for flow-cytometric detection of circulating tumor cells (CTCs) and disseminated tumor cells (DTCs) in subcutaneous, caudal artery, and intracardiac mouse models of metastasis. This approach provides both quantitative and qualitative information about the number and PACC-status of recovered CTCs and DTCs. Collating data from all models, we found that 74% of recovered CTCs and DTCs were in the PACC state. In vivo colonization assays proved PACC populations can regain proliferative capacity at metastatic sites following dormancy. Additional direct and indirect mechanistic in vitro analyses revealed a PACC-specific partial Epithelial-to-Mesenchymal-Transition phenotype and a pro-metastatic secretory profile, together providing preliminary evidence that PACCs are mechanistically linked to metastasis.
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Affiliation(s)
- Mikaela M. Mallin
- Cancer Ecology Center, James Buchanan Brady Urological Institute, Johns Hopkins Medical Institute, Baltimore, MD, USA
- Cellular and Molecular Medicine Graduate Training Program, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Louis T.A. Rolle
- Cancer Ecology Center, James Buchanan Brady Urological Institute, Johns Hopkins Medical Institute, Baltimore, MD, USA
| | - Michael J. Schmidt
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, CA, USA
| | - Shilpa Priyadarsini Nair
- Cancer Ecology Center, James Buchanan Brady Urological Institute, Johns Hopkins Medical Institute, Baltimore, MD, USA
| | - Amado J. Zurita
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Peter Kuhn
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, CA, USA
- Department of Biological Sciences, Dornsife College of Letters, Arts, and Sciences, University of Southern California, Los Angeles, CA, USA
- Department of Biomedical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA, USA
- Department of Aerospace and Mechanical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA, USA
- Institute of Urology, Catherine & Joseph Aresty Department of Urology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - James Hicks
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, CA, USA
- Department of Biological Sciences, Dornsife College of Letters, Arts, and Sciences, University of Southern California, Los Angeles, CA, USA
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Kenneth J. Pienta
- Cancer Ecology Center, James Buchanan Brady Urological Institute, Johns Hopkins Medical Institute, Baltimore, MD, USA
- Cellular and Molecular Medicine Graduate Training Program, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Sarah R. Amend
- Cancer Ecology Center, James Buchanan Brady Urological Institute, Johns Hopkins Medical Institute, Baltimore, MD, USA
- Cellular and Molecular Medicine Graduate Training Program, Johns Hopkins School of Medicine, Baltimore, MD, USA
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40
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Unger BA, Wu CY, Choi AA, He C, Xu K. Hypersensitivity of the vimentin cytoskeleton to net-charge states and Coulomb repulsion. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.08.602555. [PMID: 39026705 PMCID: PMC11257561 DOI: 10.1101/2024.07.08.602555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/20/2024]
Abstract
As with most intermediate filament systems, the hierarchical self-assembly of vimentin into nonpolar filaments requires no nucleators or energy input. Utilizing a set of live-cell, single-molecule, and super-resolution microscopy tools, here we show that in mammalian cells, the assembly and disassembly of the vimentin cytoskeleton is highly sensitive to the protein net charge state. Starting with the intriguing observation that the vimentin cytoskeleton fully disassembles under hypotonic stress yet reassembles within seconds upon osmotic pressure recovery, we pinpoint ionic strength as its underlying driving factor. Further modulating the pH and expressing differently charged constructs, we converge on a model in which the vimentin cytoskeleton is destabilized by Coulomb repulsion when its mass-accumulated negative charges (-18 per vimentin protein) along the filament are less screened or otherwise intensified, and stabilized when the charges are better screened or otherwise reduced. Generalizing this model to other intermediate filaments, we further show that whereas the negatively charged GFAP cytoskeleton is similarly subject to fast disassembly under hypotonic stress, the cytokeratin, as a copolymer of negatively and positively charged subunits, does not exhibit this behavior. Thus, in cells containing both vimentin and keratin cytoskeletons, hypotonic stress disassembles the former but not the latter. Together, our results both provide new handles for modulating cell behavior and call for new attention to the effects of net charges in intracellular protein interactions.
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Affiliation(s)
- Bret A. Unger
- Department of Chemistry & California Institute for Quantitative Biosciences
- University of California, Berkeley, California 94720, United States
| | - Chun Ying Wu
- Department of Chemistry & California Institute for Quantitative Biosciences
- University of California, Berkeley, California 94720, United States
| | - Alexander A. Choi
- Department of Chemistry & California Institute for Quantitative Biosciences
- University of California, Berkeley, California 94720, United States
| | - Changdong He
- Department of Chemistry & California Institute for Quantitative Biosciences
- University of California, Berkeley, California 94720, United States
| | - Ke Xu
- Corresponding author: (K.X.)
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41
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Fiorentino F, Fabbrizi E, Raucci A, Noce B, Fioravanti R, Valente S, Paolini C, De Maria R, Steinkühler C, Gallinari P, Rotili D, Mai A. Uracil- and Pyridine-Containing HDAC Inhibitors Displayed Cytotoxicity in Colorectal and Glioblastoma Cancer Stem Cells. ChemMedChem 2024; 19:e202300655. [PMID: 38529661 DOI: 10.1002/cmdc.202300655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 03/01/2024] [Accepted: 03/25/2024] [Indexed: 03/27/2024]
Abstract
Cancer stem cells (CSCs) are a niche of highly tumorigenic cells featuring self-renewal, activation of pluripotency genes, multidrug resistance, and ability to cause cancer relapse. Seven HDACi (1-7), showing either hydroxamate or 2'-aminoanilide function, were tested in colorectal cancer (CRC) and glioblastoma multiforme (GBM) CSCs to determine their effects on cell proliferation, H3 acetylation levels and in-cell HDAC activity. Two uracil-based hydroxamates, 5 and 6, which differ in substitution at C5 and C6 positions of the pyrimidine ring, exhibited the greatest cytotoxicity in GBM (5) and CRC (6) CSCs, followed by the pyridine-hydroxamate 2, with 2- to 6-fold higher potency than the positive control SAHA. Finally, increased H3 acetylation as well as HDAC inhibition directly in cells by selected 2'-aminoanilide 4 and hydroxamate 5 confirmed target engagement. Further investigation will be conducted into the broad-spectrum anticancer properties of the most potent derivatives and their effects in combination with approved, conventional anticancer drugs.
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Affiliation(s)
- Francesco Fiorentino
- Department of Drug Chemistry and Technologies, Sapienza University of Rome, P.le Aldo, Moro n. 5, 00185, Rome, Italy
| | - Emanuele Fabbrizi
- Department of Drug Chemistry and Technologies, Sapienza University of Rome, P.le Aldo, Moro n. 5, 00185, Rome, Italy
| | - Alessia Raucci
- Department of Drug Chemistry and Technologies, Sapienza University of Rome, P.le Aldo, Moro n. 5, 00185, Rome, Italy
| | - Beatrice Noce
- Department of Drug Chemistry and Technologies, Sapienza University of Rome, P.le Aldo, Moro n. 5, 00185, Rome, Italy
| | - Rossella Fioravanti
- Department of Drug Chemistry and Technologies, Sapienza University of Rome, P.le Aldo, Moro n. 5, 00185, Rome, Italy
| | - Sergio Valente
- Department of Drug Chemistry and Technologies, Sapienza University of Rome, P.le Aldo, Moro n. 5, 00185, Rome, Italy
| | - Chantal Paolini
- IRBM S.p.A., Via Pontina km 30.600, 00071, Pomezia, Rome, Italy
| | - Ruggero De Maria
- Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, 00168, Rome, Italy
- Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168, Rome, Italy
| | - Christian Steinkühler
- Research and Development, Italfarmaco Group, Via dei Lavoratori 54, 20092, Cinisello Balsamo, Italy
| | - Paola Gallinari
- Exiris S.r.l., Tecnopolo Castel, Romano, Via Castel Romano 100, 00128, Rome, Italy
| | - Dante Rotili
- Department of Drug Chemistry and Technologies, Sapienza University of Rome, P.le Aldo, Moro n. 5, 00185, Rome, Italy
| | - Antonello Mai
- Department of Drug Chemistry and Technologies, Sapienza University of Rome, P.le Aldo, Moro n. 5, 00185, Rome, Italy
- Pasteur Institute, Cenci-Bolognetti Foundation, Sapienza University of Rome, P. de Aldo Moro n. 5, 00185, Rome, Italy
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42
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Boe RH, Triandafillou CG, Lazcano R, Wargo JA, Raj A. Spatial transcriptomics reveals influence of microenvironment on intrinsic fates in melanoma therapy resistance. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.30.601416. [PMID: 39005406 PMCID: PMC11244927 DOI: 10.1101/2024.06.30.601416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/16/2024]
Abstract
Resistance to cancer therapy is driven by both cell-intrinsic and microenvironmental factors. Previous work has revealed that multiple resistant cell fates emerge in melanoma following treatment with targeted therapy and that, in vitro, these resistant fates are determined by the transcriptional state of individual cells prior to exposure to treatment. What remains unclear is whether these resistant fates are shared across different genetic backgrounds and how, if at all, these resistant fates interact with the tumor microenvironment. Through spatial transcriptomics and single-cell RNA sequencing, we uncovered distinct resistance programs in melanoma cells shaped by both intrinsic cellular states and the tumor microenvironment. Consensus non-negative matrix factorization revealed shared intrinsic resistance programs across different cell lines, highlighting the presence of universal and unique resistance pathways. In patient samples, we demonstrated that these resistance programs coexist within individual tumors and associate with diverse immune signatures, suggesting that the tumor microenvironment and distribution of resistant fates are closely connected. Single-cell resolution spatial transcriptomics in xenograft models revealed both intrinsically determined and extrinsically influenced resistant fates. Overall, this work demonstrates that each therapy resistant fate coexists with a distinct immune microenvironment in tumors and that, in vivo, tissue features, such as regions of necrosis, can influence which resistant fate is adopted.
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Affiliation(s)
- Ryan H. Boe
- Genetics and Epigenetics Program, Cell and Molecular Biology Graduate Group, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Catherine G. Triandafillou
- Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA
| | - Rossana Lazcano
- Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jennifer A. Wargo
- Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Arjun Raj
- Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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43
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Noronha C, Ribeiro AS, Carvalho R, Mendes N, Reis J, Faria CC, Taipa R, Paredes J. Cadherin Expression Profiles Define Glioblastoma Differentiation and Patient Prognosis. Cancers (Basel) 2024; 16:2298. [PMID: 39001361 PMCID: PMC11240393 DOI: 10.3390/cancers16132298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 06/14/2024] [Accepted: 06/18/2024] [Indexed: 07/16/2024] Open
Abstract
Cadherins are cell-cell adhesion proteins which have been strongly implicated in cancer invasion, dissemination and metastasis capacity; thus, they are key players in the epithelial-to-mesenchymal transition (EMT) program. However, their role in glioblastoma (GBM), a primary central nervous system aggressive tumor, remains to be clarified. N-, E- and P-cadherin expression was analyzed on a large series of GBMs, characterized with clinical, imaging and neuropathological parameters, as well as with patients' survival data. In addition, cadherins' expression was studied in match-recurrent cases. Using TCGA data, cadherin expression profiles were also evaluated according to GBM transcription subtypes. N-cadherin expression was observed in 81.5% of GBM, followed by E-cadherin in 31% and P-cadherin in 20.8%. Upon tumor recurrence, P-cadherin was the only significantly upregulated cadherin compared with the primary tumor, being positive in 65.8% of the cases. Actually, P-cadherin gain was observed in 51.4% of matched primary-recurrent cases. Cadherins' co-expression was also explored. Interestingly, E- and N-cadherin co-expression identified a GBM subgroup with frequent epithelial differentiation and a significant survival benefit. On the other hand, subgroups with P-cadherin expression carried the worse prognosis. P- and N-cadherin co-expression correlated with the presence of a mesenchymal phenotype. Expressions of isolated P-cadherin or E- and P-cadherin co-expression were associated with imaging characteristics of aggressiveness, to highly heterogeneous tumors, an d to worse patient survival. Classical cadherins co-expression subgroups present consistent clinical, imaging, neuropathological and survival differences, which probably reflect different states of an EMT-like program in GBM.
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Affiliation(s)
- Carolina Noronha
- Neurosurgery Department, Hospital de Santo António, Centro Hospitalar e Universitário do Porto, 4050-366 Porto, Portugal
- Cancer Metastasis, i3S, Institute for Research and Innovation in Health, University of Porto, 4200-135 Porto, Portugal
- FMUP-Faculty of Medicine, University of Porto, 4200-135 Porto, Portugal
| | - Ana Sofia Ribeiro
- Cancer Metastasis, i3S, Institute for Research and Innovation in Health, University of Porto, 4200-135 Porto, Portugal
- IPATIMUP-Institute of Molecular Pathology and Immunology, University of Porto, 4200-135 Porto, Portugal
| | - Rita Carvalho
- Cancer Metastasis, i3S, Institute for Research and Innovation in Health, University of Porto, 4200-135 Porto, Portugal
- IPATIMUP-Institute of Molecular Pathology and Immunology, University of Porto, 4200-135 Porto, Portugal
| | - Nuno Mendes
- IPATIMUP-Institute of Molecular Pathology and Immunology, University of Porto, 4200-135 Porto, Portugal
- Histology and Electron Microscopy, i3S, Institute for Research and Innovation in Health, University of Porto, 4200-135 Porto, Portugal
| | - Joaquim Reis
- Neurosurgery Department, Hospital de Santo António, Centro Hospitalar e Universitário do Porto, 4050-366 Porto, Portugal
| | - Claudia C Faria
- Neurosurgery Department, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte, 1649-028 Lisbon, Portugal
- IMM-Instituto de Medicina Molecular João Lobo Antunes, Faculty of Medicine, University of Lisbon, 1649-028 Lisbon, Portugal
| | - Ricardo Taipa
- Neuropathology Department, Hospital de Santo António, Centro Hospitalar Universitário de Santo António, 4050-342 Porto, Portugal
- UMIB-Unit for Multidisciplinary Research in Biomedicine, ICBAS-School of Medicine and Biomedical Sciences, University of Porto, 4050-346 Porto, Portugal
- ITR-Laboratory for Integrative and Translational Research in Population Health, 4050-600 Porto, Portugal
| | - Joana Paredes
- Cancer Metastasis, i3S, Institute for Research and Innovation in Health, University of Porto, 4200-135 Porto, Portugal
- FMUP-Faculty of Medicine, University of Porto, 4200-135 Porto, Portugal
- IPATIMUP-Institute of Molecular Pathology and Immunology, University of Porto, 4200-135 Porto, Portugal
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44
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Stehbens SJ, Scarpa E, White MD. Perspectives in collective cell migration - moving forward. J Cell Sci 2024; 137:jcs261549. [PMID: 38904172 DOI: 10.1242/jcs.261549] [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] [Indexed: 06/22/2024] Open
Abstract
Collective cell migration, where cells move as a cohesive unit, is a vital process underlying morphogenesis and cancer metastasis. Thanks to recent advances in imaging and modelling, we are beginning to understand the intricate relationship between a cell and its microenvironment and how this shapes cell polarity, metabolism and modes of migration. The use of biophysical and mathematical models offers a fresh perspective on how cells migrate collectively, either flowing in a fluid-like state or transitioning to more static states. Continuing to unite researchers in biology, physics and mathematics will enable us to decode more complex biological behaviours that underly collective cell migration; only then can we understand how this coordinated movement of cells influences the formation and organisation of tissues and directs the spread of metastatic cancer. In this Perspective, we highlight exciting discoveries, emerging themes and common challenges that have arisen in recent years, and possible ways forward to bridge the gaps in our current understanding of collective cell migration.
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Affiliation(s)
- Samantha J Stehbens
- The University of Queensland, Australian Institute for Bioengineering and Nanotechnology, St Lucia, Brisbane, QLD 4072, Australia
- The University of Queensland, Institute for Molecular Bioscience, St Lucia, Brisbane, QLD 4072, Australia
| | - Elena Scarpa
- Department of Physiology, Development and Neuroscience, University of Cambridge, Downing Site, Cambridge CB2 3DY, UK
| | - Melanie D White
- The University of Queensland, Institute for Molecular Bioscience, St Lucia, Brisbane, QLD 4072, Australia
- The University of Queensland, School of Biomedical Sciences, St Lucia, Brisbane, QLD 4072, Australia
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Schroeder J, Polemi KM, Tapaswi A, Svoboda LK, Sexton JZ, Colacino JA. Investigating phenotypic plasticity due to toxicants with exposure disparities in primary human breast cells in vitro. Front Oncol 2024; 14:1411295. [PMID: 38915368 PMCID: PMC11194339 DOI: 10.3389/fonc.2024.1411295] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 05/20/2024] [Indexed: 06/26/2024] Open
Abstract
Introduction Breast cancer is the second most diagnosed cancer, as well as the primary cause of cancer death in women worldwide. Of the different breast cancer subtypes, triple-negative breast cancer (TNBC) is particularly aggressive and is associated with poor prognosis. Black women are two to three times more likely to be diagnosed with TNBCs than white women. Recent experimental evidence suggests that basal-like TNBCs may derive from luminal cells which acquire basal characteristics through phenotypic plasticity, a newly recognized hallmark of cancer. Whether chemical exposures can promote phenotypic plasticity in breast cells is poorly understood. Methods To investigate further, we developed a high-content immunocytochemistry assay using normal human breast cells to test whether chemical exposures can impact luminal/basal plasticity by unbiased quantification of keratin 14 (KRT14), a basal-myoepithelial marker; keratin 8 (KRT8), a luminal-epithelial marker; and Hoechst 33342, a DNA marker. Six cell lines established from healthy tissue from donors to the Susan G. Komen Normal Tissue Bank were exposed for 48 hours to three different concentrations (0.1μM, 1μM, and 10μM) of eight ubiquitous chemicals (arsenic, BPA, BPS, cadmium, copper, DDE, lead, and PFNA), with documented exposure disparities in US Black women, in triplicate. Automated fluorescence image quantification was performed using Cell Profiler software, and a random-forest classifier was trained to classify individual cells as KRT8 positive, KRT14 positive, or hybrid (both KRT8 and KRT14 positive) using Cell Profiler Analyst. Results and discussion Results demonstrated significant concentration-dependent increases in hybrid populations in response to BPA, BPS, DDE, and PFNA. The increase in hybrid populations expressing both KRT14 and KRT8 is indicative of a phenotypically plastic progenitor-like population in line with known theories of carcinogenesis. Furthermore, BPA, BPS, DDE, and copper produced significant increases in cell proliferation, which could be indicative of a more malignant phenotype. These results further elucidate the relationship between chemical exposure and breast phenotypic plasticity and highlight potential environmental factors that may impact TNBC risk.
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Affiliation(s)
- Jade Schroeder
- Department of Environmental Health Sciences, University of Michigan, Ann Arbor, MI, United States
| | - Katelyn M. Polemi
- Department of Environmental Health Sciences, University of Michigan, Ann Arbor, MI, United States
| | - Anagha Tapaswi
- Department of Environmental Health Sciences, University of Michigan, Ann Arbor, MI, United States
| | - Laurie K. Svoboda
- Department of Environmental Health Sciences, University of Michigan, Ann Arbor, MI, United States
- Department of Pharmacology, University of Michigan, Ann Arbor, MI, United States
| | - Jonathan Z. Sexton
- Department of Medicinal Chemistry, University of Michigan, Ann Arbor, MI, United States
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Justin A. Colacino
- Department of Environmental Health Sciences, University of Michigan, Ann Arbor, MI, United States
- Department of Nutritional Sciences, University of Michigan, Ann Arbor, MI, United States
- Program in the Environment, University of Michigan, Ann Arbor, MI, United States
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46
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Wang F, Zhou C, Zhu Y, Keshavarzi M. The microRNA Let-7 and its exosomal form: Epigenetic regulators of gynecological cancers. Cell Biol Toxicol 2024; 40:42. [PMID: 38836981 PMCID: PMC11153289 DOI: 10.1007/s10565-024-09884-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Accepted: 05/15/2024] [Indexed: 06/06/2024]
Abstract
Many types of gynecological cancer (GC) are often silent until they reach an advanced stage, and are therefore often diagnosed too late for effective treatment. Hence, there is a real need for more efficient diagnosis and treatment for patients with GC. During recent years, researchers have increasingly studied the impact of microRNAs cancer development, leading to a number of applications in detection and treatment. MicroRNAs are a particular group of tiny RNA molecules that regulate regular gene expression by affecting the translation process. The downregulation of numerous miRNAs has been observed in human malignancies. Let-7 is an example of a miRNA that controls cellular processes as well as signaling cascades to affect post-transcriptional gene expression. Recent research supports the hypothesis that enhancing let-7 expression in those cancers where it is downregulated may be a potential treatment option. Exosomes are tiny vesicles that move through body fluids and can include components like miRNAs (including let-7) that are important for communication between cells. Studies proved that exosomes are able to enhance tumor growth, angiogenesis, chemoresistance, metastasis, and immune evasion, thus suggesting their importance in GC management.
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Affiliation(s)
- Fei Wang
- Haiyan People's Hospital, Zhejiang Province, Jiaxing, 314300, Zhejiang, China
| | - Chundi Zhou
- Haiyan People's Hospital, Zhejiang Province, Jiaxing, 314300, Zhejiang, China
| | - Yanping Zhu
- Haiyan People's Hospital, Zhejiang Province, Jiaxing, 314300, Zhejiang, China.
| | - Maryam Keshavarzi
- School of Medicine, Tehran University of Medical Sciences, Tehran, Tehran, Iran.
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Thakur C, Qiu Y, Pawar A, Chen F. Epigenetic regulation of breast cancer metastasis. Cancer Metastasis Rev 2024; 43:597-619. [PMID: 37857941 DOI: 10.1007/s10555-023-10146-7] [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: 07/22/2023] [Accepted: 10/02/2023] [Indexed: 10/21/2023]
Abstract
Breast cancer is the most frequently diagnosed malignancy and the second leading cause of cancer-related mortality among women worldwide. Recurrent metastasis is associated with poor patient outcomes and poses a significant challenge in breast cancer therapies. Cancer cells adapting to a new tissue microenvironment is the key event in distant metastasis development, where the disseminating tumor cells are likely to acquire genetic and epigenetic alterations during the process of metastatic colonization. Despite several decades of research in this field, the exact mechanisms governing metastasis are not fully understood. However, emerging body of evidence indicates that in addition to genetic changes, epigenetic reprogramming of cancer cells and the metastatic niche are paramount toward successful metastasis. Here, we review and discuss the latest knowledge about the salient attributes of metastasis and epigenetic regulation in breast cancer and crucial research domains that need further investigation.
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Affiliation(s)
- Chitra Thakur
- Stony Brook Cancer Center, Renaissance School of Medicine, Stony Brook University, Lauterbur Drive, Stony Brook, NY, 11794, USA.
| | - Yiran Qiu
- Stony Brook Cancer Center, Renaissance School of Medicine, Stony Brook University, Lauterbur Drive, Stony Brook, NY, 11794, USA
| | - Aashna Pawar
- Stony Brook Cancer Center, Renaissance School of Medicine, Stony Brook University, Lauterbur Drive, Stony Brook, NY, 11794, USA
| | - Fei Chen
- Stony Brook Cancer Center, Renaissance School of Medicine, Stony Brook University, Lauterbur Drive, Stony Brook, NY, 11794, USA.
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48
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Lenz G. Heterogeneity generating capacity in tumorigenesis and cancer therapeutics. Biochim Biophys Acta Mol Basis Dis 2024; 1870:167226. [PMID: 38734320 DOI: 10.1016/j.bbadis.2024.167226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 04/26/2024] [Accepted: 05/06/2024] [Indexed: 05/13/2024]
Abstract
Cells of multicellular organisms generate heterogeneity in a controlled and transient fashion during embryogenesis, which can be reactivated in pathologies such as cancer. Although genomic heterogeneity is an important part of tumorigenesis, continuous generation of phenotypic heterogeneity is central for the adaptation of cancer cells to the challenges of tumorigenesis and response to therapy. Here I discuss the capacity of generating heterogeneity, hereafter called cell hetness, in cancer cells both as the activation of hetness oncogenes and inactivation of hetness tumor suppressor genes, which increase the generation of heterogeneity, ultimately producing an increase in adaptability and cell fitness. Transcriptomic high hetness states in therapy-tolerant cell states denote its importance in cancer resistance to therapy. The definition of the concept of hetness will allow the understanding of its origins, its control during embryogenesis, its loss of control in tumorigenesis and cancer therapeutics and its active targeting.
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Affiliation(s)
- Guido Lenz
- Departamento de Biofísica, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, RS, Brazil; Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, RS, Brazil.
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Nagai T, Sato M, Nishita M. miR-200c-141 induces a hybrid E/M state and promotes collective cell migration in MDA-MB-231 cells. Biochem Biophys Res Commun 2024; 709:149829. [PMID: 38552553 DOI: 10.1016/j.bbrc.2024.149829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Accepted: 03/24/2024] [Indexed: 04/13/2024]
Abstract
The microRNA-200 (miR-200) family is a potent suppressor of epithelial-to-mesenchymal transition (EMT). While its role as a tumor suppressor has been well documented, recent studies suggested that it can promote cancer progression in several stages. In this study, we investigated whether the miR-200 family members play a role in the acquisition of a hybrid epithelial/mesenchymal (E/M) state, which is reported to be associated with cancer malignancy, in mesenchymal MDA-MB-231 cells. Our results demonstrated that the induction of miR-200c-141, a cluster of the miR-200 family member, can induce the expression of epithelial gene and cell-cell junction while mesenchymal markers are retained. Moreover, induction of miR-200c-141 promoted collective migration accompanied by the formation of F-actin cables anchored by adherens junction. These results suggest that the miR-200 family can induce a hybrid E/M state and endows with the ability of collective cell migration in mesenchymal cancer cells.
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Affiliation(s)
- Tomoaki Nagai
- Department of Biochemistry, Fukushima Medical University, School of Medicine, Fukushima, 960-1295, Japan.
| | - Misa Sato
- Department of Biochemistry, Fukushima Medical University, School of Medicine, Fukushima, 960-1295, Japan
| | - Michiru Nishita
- Department of Biochemistry, Fukushima Medical University, School of Medicine, Fukushima, 960-1295, Japan.
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Nair MG, Mavatkar AD, Naidu CM, V. P. S, C. E. A, Rajarajan S, Sahoo S, Mohan G, Jaikumar VS, Ramesh RS, B. S. S, Jolly MK, Maliekal TT, Prabhu JS. Elucidating the Role of MicroRNA-18a in Propelling a Hybrid Epithelial-Mesenchymal Phenotype and Driving Malignant Progression in ER-Negative Breast Cancer. Cells 2024; 13:821. [PMID: 38786043 PMCID: PMC11119613 DOI: 10.3390/cells13100821] [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: 02/28/2024] [Revised: 04/19/2024] [Accepted: 04/29/2024] [Indexed: 05/25/2024] Open
Abstract
Epigenetic alterations that lead to differential expression of microRNAs (miRNAs/miR) are known to regulate tumour cell states, epithelial-mesenchymal transition (EMT) and the progression to metastasis in breast cancer. This study explores the key contribution of miRNA-18a in mediating a hybrid E/M cell state that is pivotal to the malignant transformation and tumour progression in the aggressive ER-negative subtype of breast cancer. The expression status and associated effects of miR-18a were evaluated in patient-derived breast tumour samples in combination with gene expression data from public datasets, and further validated in in vitro and in vivo breast cancer model systems. The clinical relevance of the study findings was corroborated against human breast tumour specimens (n = 446 patients). The down-regulated expression of miR-18a observed in ER-negative tumours was found to drive the enrichment of hybrid epithelial/mesenchymal (E/M) cells with luminal attributes, enhanced traits of migration, stemness, drug-resistance and immunosuppression. Further analysis of the miR-18a targets highlighted possible hypoxia-inducible factor 1-alpha (HIF-1α)-mediated signalling in these tumours. This is a foremost report that validates the dual role of miR-18a in breast cancer that is subtype-specific based on hormone receptor expression. The study also features a novel association of low miR-18a levels and subsequent enrichment of hybrid E/M cells, increased migration and stemness in a subgroup of ER-negative tumours that may be attributed to HIF-1α mediated signalling. The results highlight the possibility of stratifying the ER-negative disease into clinically relevant groups by analysing miRNA signatures.
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Affiliation(s)
- Madhumathy G. Nair
- Division of Molecular Medicine, St. John’s Research Institute, St. John’s Medical College, Bangalore 560034, Karnataka, India
| | - Apoorva D. Mavatkar
- Division of Molecular Medicine, St. John’s Research Institute, St. John’s Medical College, Bangalore 560034, Karnataka, India
| | - Chandrakala M. Naidu
- Division of Molecular Medicine, St. John’s Research Institute, St. John’s Medical College, Bangalore 560034, Karnataka, India
| | - Snijesh V. P.
- Division of Molecular Medicine, St. John’s Research Institute, St. John’s Medical College, Bangalore 560034, Karnataka, India
| | - Anupama C. E.
- Division of Molecular Medicine, St. John’s Research Institute, St. John’s Medical College, Bangalore 560034, Karnataka, India
| | - Savitha Rajarajan
- Division of Molecular Medicine, St. John’s Research Institute, St. John’s Medical College, Bangalore 560034, Karnataka, India
| | - Sarthak Sahoo
- Department of Bioengineering, Indian Institute of Science (Bangalore), Bengaluru 560012, Karnataka, India
| | - Gayathri Mohan
- Cancer Research, Rajiv Gandhi Centre for Biotechnology (RGCB), Thiruvananthapuram 695014, Kerala, India
| | - Vishnu Sunil Jaikumar
- Animal Research Facility, Rajiv Gandhi Centre for Biotechnology (RGCB), Thiruvananthapuram 695014, Kerala, India
| | - Rakesh S. Ramesh
- Department of Surgical Oncology, St. John’s Medical College and Hospital, Bangalore 560034, Karnataka, India
| | - Srinath B. S.
- Department of Surgical Oncology, Sri Shankara Cancer Hospital and Research Centre, Bangalore 560004, Karnataka, India
| | - Mohit Kumar Jolly
- Department of Bioengineering, Indian Institute of Science (Bangalore), Bengaluru 560012, Karnataka, India
| | - Tessy Thomas Maliekal
- Cancer Research, Rajiv Gandhi Centre for Biotechnology (RGCB), Thiruvananthapuram 695014, Kerala, India
| | - Jyothi S. Prabhu
- Division of Molecular Medicine, St. John’s Research Institute, St. John’s Medical College, Bangalore 560034, Karnataka, India
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