1
|
Chaves C, Nicolau-Neto P, Simão T, de Souza-Santos P, Bergmann A, Brewer L, Moreira F, Reis B, Moreira M, Pinto L. ESR1 overexpression is a biomarker of relapse and worse prognosis in stage I endometrioid endometrial carcinoma. Braz J Med Biol Res 2025; 58:e14494. [PMID: 40367016 PMCID: PMC12068764 DOI: 10.1590/1414-431x2025e14494] [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: 09/12/2024] [Accepted: 02/25/2025] [Indexed: 05/16/2025] Open
Abstract
Endometrial cancer (EC) is the most common pelvic gynecologic malignancy in developed countries, and its incidence is also increasing in developing countries. Endometrioid endometrial carcinoma (EEC) is the most frequent subtype. EEC is often associated with favorable clinicopathological features and a good prognosis, especially when diagnosed in stage I. Although some patients have no signs to predict locally advanced or metastatic disease, they may present tumor relapse in the future. There is no biomarker capable of predicting the relapse of stage I EEC. The present study applied a transcriptome analysis to identify differentially expressed genes in stage I EEC, comparing relapsed with non-relapsed tumors. The estrogen receptor 1 gene (ESR1) was overexpressed in EEC stage I samples from patients who developed relapse by 4.3-fold compared to non-relapsed tumors. Subsequently, an independent set of 64 stage I EEC samples was used to validate ESR1 gene overexpression in relapsed tumors and assess estrogen receptor alpha (ERα) protein levels. ESR1 was confirmed to be overexpressed in samples from relapsed tumors, and its expression level was an independent prognostic variable for disease-free (hazard ratio=7.25) and overall survival (hazard ratio=5.15). In contrast, Erα did not show different values between relapsed and non-relapsed tumors. We concluded that ESR1 overexpression is a biomarker for poor prognosis in stage I EEC.
Collapse
Affiliation(s)
- C.B.P. Chaves
- Seção de Ginecologia Oncológica, Divisão de Pesquisa Clínica e Inovação Tecnológica, Instituto Nacional de Câncer - INCA, Rio de Janeiro, RJ, Brasil
| | - P. Nicolau-Neto
- Programa de Carcinogênese Molecular, Instituto Nacional de Câncer - INCA, Rio de Janeiro, RJ, Brasil
| | - T.A. Simão
- Departamento de Bioquímica, Instituto de Biologia Roberto Alcântara Gomes, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
| | - P.T. de Souza-Santos
- Biologia Molecular - Beneficência Portuguesa de São Paulo, São Paulo, SP, Brasil
| | - A. Bergmann
- Programa de Epidemiologia Clínica, Instituto Nacional de Câncer - INCA, Rio de Janeiro, RJ, Brasil
| | - L. Brewer
- Departamento de Bioquímica, Instituto de Biologia Roberto Alcântara Gomes, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
| | - F.C.B. Moreira
- Divisão de Patologia, Instituto Nacional de Câncer - INCA, Rio de Janeiro, RJ, Brasil
| | - B.S.B. Reis
- Divisão de Patologia, Instituto Nacional de Câncer - INCA, Rio de Janeiro, RJ, Brasil
| | - M.A.M. Moreira
- Divisão de Genética, Instituto Nacional de Câncer - INCA, Rio de Janeiro, RJ, Brasil
| | - L.F.R. Pinto
- Programa de Carcinogênese Molecular, Instituto Nacional de Câncer - INCA, Rio de Janeiro, RJ, Brasil
- Departamento de Bioquímica, Instituto de Biologia Roberto Alcântara Gomes, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
| |
Collapse
|
2
|
Nakashoji A, Bhattacharya A, Ozawa H, Haratake N, Shigeta K, Fushimi A, Yamashita N, Matsui A, Kure S, Kameyama T, Takeuchi M, Fukuda K, Yokoe T, Nagayama A, Hayahsida T, Kitagawa Y, Liu R, Giordano A, Jeselsohn R, Shapiro GI, Kufe D. MUC1-C dependency in drug resistant HR+/HER2- breast cancer identifies a new target for antibody-drug conjugate treatment. NPJ Breast Cancer 2025; 11:39. [PMID: 40287441 PMCID: PMC12033257 DOI: 10.1038/s41523-025-00751-w] [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: 09/05/2024] [Accepted: 03/27/2025] [Indexed: 04/29/2025] Open
Abstract
Treatment of hormone receptor (HR)-positive, HER2-negative breast cancer (HR+/HER2- BC) is limited by resistance to endocrine therapy (ET) and CDK4/6 inhibitors. There is no known common pathway that confers resistance to these agents. We report that (i) the MUC1 gene is upregulated in HR+/HER2- BCs and (ii) the MUC1-C protein regulates estrogen receptor alpha (ER)-driven transcriptomes. Mechanistically, we demonstrate that MUC1-C is necessary for expression of SRC-3 and MED1 coactivators that drive ER-mediated target gene transcription. Cells with ESR1 mutations that confer ET resistance, as well as cells with acquired resistance to the CDK4/6 inhibitor abemaciclib, are dependent on MUC1-C for (i) expression of these coactivators and ER target genes, (ii) survival, and (iii) self-renewal capacity. In support of these results, we show that treatment of HR+/HER2- BC cells with an anti-MUC1-C antibody-drug conjugate (ADC) effectively inhibits survival, self-renewal and tumorgenicity. These findings indicate that MUC1-C is a common effector of drug-resistant HR+/HER2- BC cells and is a potential target for their treatment.
Collapse
Affiliation(s)
- Ayako Nakashoji
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | | | - Hiroki Ozawa
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Naoki Haratake
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Keisuke Shigeta
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Atsushi Fushimi
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Nami Yamashita
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Akira Matsui
- Department of Breast Surgery, National Hospital Organization Tokyo Medical Center, Tokyo, Japan
| | - Shoko Kure
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Tomoe Kameyama
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Makoto Takeuchi
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Kazumasa Fukuda
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Takamichi Yokoe
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Aiko Nagayama
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Tetsu Hayahsida
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Yuko Kitagawa
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Renyan Liu
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Antonio Giordano
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Rinath Jeselsohn
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | | | - Donald Kufe
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA.
| |
Collapse
|
3
|
Tancredi R, Sobhani N, Catalano M, Roviello G, Generali D. Current Trends in Liquid Biopsy Tracking Resistance in Molecular Breast Cancer-Targeted Therapies. Genes (Basel) 2025; 16:443. [PMID: 40282403 PMCID: PMC12027453 DOI: 10.3390/genes16040443] [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: 02/17/2025] [Revised: 03/25/2025] [Accepted: 03/27/2025] [Indexed: 04/29/2025] Open
Abstract
Breast cancer (BC) is the most commonly occurring type of cancer in women, being a major cancer-related cause of mortality worldwide. With the advancement in current therapeutic options, including hormone therapy and targeted therapies, there is a need for more accurate and less invasive options to monitor cancer progression in patients. Liquid biopsy has evolved rapidly, being able to detect small quantities of nucleic acids or cell-free DNA in the blood of BC patients. This method addresses three major issues of needle biopsy: firstly, it is more permissive by being less invasive and does not require needling the organs; secondly, it covers for the heterogeneous nature of the tumor of origin, which could lead to an otherwise inaccurate representation of the cancer-driving mutations; thirdly, it better represents the type of tumor that the primary tumor is going to evolve into before it starts to metastasize. This current review will address the current advancements in liquid biopsy in the context of BC, highlighting the pros and challenges.
Collapse
Affiliation(s)
- Richard Tancredi
- Multidisciplinary Unit of Breast Pathology and Translational Research, Cremona Hospital, 26100 Cremona, Italy;
| | - Navid Sobhani
- Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA;
| | - Martina Catalano
- Department of Health Sciences, Section of Clinical Pharmacology and Oncology, University of Florence, 50139 Florence, Italy;
| | - Giandomenico Roviello
- Department of Health Sciences, Section of Clinical Pharmacology and Oncology, University of Florence, 50139 Florence, Italy;
| | - Daniele Generali
- Department of Medicine, Surgery and Health Sciences, University of Trieste, 34100 Trieste, Italy;
| |
Collapse
|
4
|
Sendanayake LR, Pokhrel R, Holub JM. Surveying helix 12 dynamics within constitutively active estrogen receptors using bipartite tetracysteine display. J Biol Chem 2025; 301:108231. [PMID: 39864623 PMCID: PMC11889964 DOI: 10.1016/j.jbc.2025.108231] [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: 06/27/2024] [Revised: 01/04/2025] [Accepted: 01/22/2025] [Indexed: 01/28/2025] Open
Abstract
Somatic Y537S and D538G mutations within the estrogen receptor alpha ligand-binding domain (ERα-LBD) have been linked to enhanced cell proliferation, survival, and metastases in ER-positive breast cancers. Such mutations are thought to confer ligand-independent receptor activation by increasing the flexibility of helix 12 (H12), a segment within the ERα-LBD that acts as a dynamic regulator of ERα activity. We employed bipartite tetracysteine display coupled with the biarsenical profluorophore FlAsH-EDT2 to monitor ligand-independent structural transitions of H12 in ERα-LBDs that include Y537S or D538G mutations. Our results show that in the absence of 17β-estradiol, Y537S and D538G mutations cause H12 to fold into a "stable agonist" conformation that is similar to liganded (17β-estradiol-bound) wildtype ERα-LBDs. We also observed that stable agonist conformations adopted by unliganded Y537S or D538G mutants resist H12 transitions to inactive states. Taken together, these results indicate that Y537S and D538G mutations endow constitutive activity to the ERα by directly influencing H12 dynamics. Furthermore, our findings provide insight into how Y537S and D538G mutations impart resistance to endocrine or antiestrogen therapies in ER-positive breast cancers.
Collapse
Affiliation(s)
| | - Ranju Pokhrel
- Department of Chemistry and Biochemistry, Ohio University, Athens, Ohio, USA
| | - Justin M Holub
- Department of Chemistry and Biochemistry, Ohio University, Athens, Ohio, USA; Molecular and Cellular Biology Program, Ohio University, Athens, Ohio, USA; Edison Biotechnology Institute, Ohio University, Athens, Ohio, USA.
| |
Collapse
|
5
|
Szostakowska-Rodzos M, Grzybowska EA, Mysliwy I, Zub R, Jagiello-Gruszfeld A, Rubach M, Konieczna A, Fabisiewicz A. The Combined Assessment of CTC and ESR1 Status in Liquid Biopsy Samples Enhances the Clinical Value of Prediction in Metastatic Breast Cancer. Int J Mol Sci 2025; 26:2038. [PMID: 40076662 PMCID: PMC11900918 DOI: 10.3390/ijms26052038] [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: 01/28/2025] [Revised: 02/18/2025] [Accepted: 02/21/2025] [Indexed: 03/14/2025] Open
Abstract
Monitoring of metastatic breast cancer (mBC) is an important issue in the clinical management of patients. Liquid biopsy has become a non-invasive method for detecting and monitoring cancer in body fluids. The presence of circulating tumor cells (CTCs) and circulating tumor DNA (ctDNA) in peripheral blood indicates poor prognosis and may contribute to early detection of progression, but assessment of these levels is still not routine clinical management. The main objective of this study was to estimate the frequency and clinical value of the ESR1 and PIK3CA mutations identified in circulating free DNA (cfDNA.) The second goal was to evaluate whether simultaneous evaluation of CTCs and mutation status in cfDNA increases the prognostic value of liquid biopsy. The results of the analysis of the CTC number and ESR1 and PIK3CA mutations in blood collected from 179 patients with metastatic breast cancer show that ESR1 mutations are more frequent in patients with advanced luminal breast cancer regardless of the type of the treatment. ESR1 mutations appear primarily during progression, as no mutations were found in primary tumor samples. The main conclusion of the study is that combined assessment of CTCs and ESR1 status in liquid biopsy may improve the prognostic value of liquid biopsy.
Collapse
Affiliation(s)
- Malgorzata Szostakowska-Rodzos
- Department of Molecular and Translational Oncology, Maria Sklodowska-Curie National Research Institute of Oncology, Roentgena 5, 02-781 Warsaw, Poland; (M.S.-R.); (I.M.)
| | - Ewa A. Grzybowska
- Department of Molecular and Translational Oncology, Maria Sklodowska-Curie National Research Institute of Oncology, Roentgena 5, 02-781 Warsaw, Poland; (M.S.-R.); (I.M.)
| | - Izabella Mysliwy
- Department of Molecular and Translational Oncology, Maria Sklodowska-Curie National Research Institute of Oncology, Roentgena 5, 02-781 Warsaw, Poland; (M.S.-R.); (I.M.)
| | - Renata Zub
- Cancer Molecular and Genetic Diagnostics Department, Maria Sklodowska-Curie National Research Institute of Oncology, Roentgena 5, 02-781 Warsaw, Poland;
| | | | - Maryna Rubach
- Cancer Chemotherapy Day Unit, Maria Sklodowska-Curie National Research Institute of Oncology, Roentgena 5, 02-781 Warsaw, Poland;
| | - Aleksandra Konieczna
- Department of Breast Cancer and Reconstructive Surgery, Maria Sklodowska-Curie National Research Institute of Oncology, Roentgena 5, 02-781 Warsaw, Poland;
| | - Anna Fabisiewicz
- Department of Molecular and Translational Oncology, Maria Sklodowska-Curie National Research Institute of Oncology, Roentgena 5, 02-781 Warsaw, Poland; (M.S.-R.); (I.M.)
| |
Collapse
|
6
|
Wang D, Wang L, Zhang W, Xu K, Chen L, Guo Z, Wu K, Huang D, Zhao Y, Yao M, Zheng L, Ye C, Ran J, Zhou W, Liu X, Xu J. Extracellular vesicle-mediated gene therapy targets BRAF V600E-mutant colorectal cancer by inhibiting the MEK1/2-ERK1/2 pathway. J Nanobiotechnology 2025; 23:129. [PMID: 39979881 PMCID: PMC11843959 DOI: 10.1186/s12951-025-03205-4] [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: 10/23/2024] [Accepted: 02/05/2025] [Indexed: 02/22/2025] Open
Abstract
BACKGROUND Patients with colorectal cancer (CRC) harboring BRAF mutation have a poor prognosis. The median survival time for patients with advanced BRAFV600E-mutant CRC is only approximately one year. Owing to the insensitivity to standard chemotherapy, there are still no effective and highly specific treatment strategies available in clinical practice for CRC patients with BRAF mutation. Therefore, targeting the BRAFV600E mutation site, researching and exploring novel targeted therapies are essential to improve the survival rate of patients with this CRC subtype. AIM This study aims to develop a precise therapeutic system for BRAFV600E CRC, based on the carrier properties of extracellular vesicles (EVs) and gene therapy targeting BRAFV600E. METHOD We first obtained engineered cells capable of stably producing EVs loaded with BRAFV600E nucleic acid drugs (siBRAFV600E). Next, BRAFV600E-mutant and wild-type CRC cell lines, as well as corresponding subcutaneous and metastasis models, were used to evaluate the therapeutic efficacy of EVs-siBRAFV600E and explored the mechanism. Notably, patient-derived xenograft (PDX) models, which share the same molecular characteristics, pathological features, and heterogeneity as patients do, were utilized to further explore the therapeutic efficacy and mechanisms. RESULT EVs-siBRAFV600E specifically inhibited BRAFV600E CRC but didn't affect BRAF wild-type CRC in vitro and vivo. EVs-siBRAFV600E exerts its therapeutic effect by regulating the MEK1/2-ERK1/2 pathway, and it has demonstrated excellent therapeutic efficacy in PDX models. CONCLUSION The therapeutic EVs we constructed are effective and specific for the BRAFV600E-mutant CRC. This study provides a novel strategy for the treatment of CRC patients with BRAFV600E mutation.
Collapse
Affiliation(s)
- Di Wang
- Department of Orthopedic Surgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Orthopedics Research Institute of Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
- Clinical Research Center of Motor System Disease of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
| | - Liwei Wang
- Department of Orthopedic Surgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Orthopedics Research Institute of Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
- Clinical Research Center of Motor System Disease of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
| | - Wei Zhang
- Department of Colorectal Surgery, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310016, PR China
| | - Kaicheng Xu
- Department of Orthopedic Surgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Orthopedics Research Institute of Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
- Clinical Research Center of Motor System Disease of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
| | - Liang Chen
- Department of Orthopedic Surgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Orthopedics Research Institute of Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
- Clinical Research Center of Motor System Disease of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
| | - Ziye Guo
- Department of Orthopedic Surgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Orthopedics Research Institute of Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
- Clinical Research Center of Motor System Disease of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
| | - Kaile Wu
- Department of Orthopedic Surgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Orthopedics Research Institute of Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
- Clinical Research Center of Motor System Disease of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
| | - Donghua Huang
- Department of Orthopedic Surgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Orthopedics Research Institute of Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
- Clinical Research Center of Motor System Disease of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
| | - Yubin Zhao
- Department of Orthopedic Surgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Orthopedics Research Institute of Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
- Clinical Research Center of Motor System Disease of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
| | - Minjun Yao
- Department of Orthopedic Surgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Orthopedics Research Institute of Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
- Clinical Research Center of Motor System Disease of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
| | - Liming Zheng
- Department of Orthopedic Surgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Orthopedics Research Institute of Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
- Clinical Research Center of Motor System Disease of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
| | - Chenyi Ye
- Department of Orthopedic Surgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Orthopedics Research Institute of Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
- Clinical Research Center of Motor System Disease of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
| | - Jisheng Ran
- Department of Orthopedic Surgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Orthopedics Research Institute of Zhejiang University, Hangzhou, Zhejiang, 310009, PR China
- Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
- Clinical Research Center of Motor System Disease of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China
| | - Wei Zhou
- Department of Colorectal Surgery, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310016, PR China.
| | - Xin Liu
- Department of Orthopaedic Surgery, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310016, PR China.
| | - Jianbin Xu
- Department of Orthopedic Surgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310009, PR China.
- Orthopedics Research Institute of Zhejiang University, Hangzhou, Zhejiang, 310009, PR China.
- Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China.
- Clinical Research Center of Motor System Disease of Zhejiang Province, Hangzhou, Zhejiang, 310009, PR China.
| |
Collapse
|
7
|
Liang J, Yao X, Aouad P, Wang BE, Crocker L, Chaudhuri S, Liang Y, Darmanis S, Giltnane J, Moore HM, Aimi J, Chang CW, Gates MR, Eng-Wong J, Hafner M, Metcalfe C. ERα dysfunction caused by ESR1 mutations and therapeutic pressure promotes lineage plasticity in ER + breast cancer. NATURE CANCER 2025; 6:357-371. [PMID: 39805955 DOI: 10.1038/s43018-024-00898-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Accepted: 12/12/2024] [Indexed: 01/16/2025]
Abstract
Multiple next-generation molecules targeting estrogen receptor α (ERα) are being investigated in breast cancer clinical trials, encompassing thousands of women globally. Development of these molecules was partly motivated by the discovery of resistance-associated mutations in ESR1 (encodes ERα). Here, we studied the impact of ERα antagonist/degraders against Esr1 mutations expressed in mouse mammary glands. Inhibition of mutant ERα induced mixed-lineage cells, characterized by aberrant co-engagement of normally disparate master transcription factors. Lineage infidelity was also observed in Esr1-wild-type mice upon long-term estrogen deprivation. In ER+ breast cancer biopsy specimens, heavily pretreated tumors with no ESR1 mutation detected (NMD) frequently exhibited mixed-lineage features. ESR1-mutant tumors generally retained luminal features and higher ERα activity and exhibited an anti-proliferative response to the ERα antagonist giredestrant. ESR1-mutant tumors acquired mixed-lineage features following treatment. Lineage heterogeneity in advanced ER+ breast cancer may underpin the differential benefit of investigational ERα therapeutics observed in ESR1-mutant versus NMD contexts.
Collapse
Affiliation(s)
- Jackson Liang
- Department of Discovery Oncology, Genentech, South San Francisco, CA, USA
- Translational Medicine - Oncology, Genentech, South San Francisco, CA, USA
| | - Xiaosai Yao
- Oncology Bioinformatics, Genentech, South San Francisco, CA, USA
| | - Patrick Aouad
- Department of Discovery Oncology, Genentech, South San Francisco, CA, USA
| | - Bu-Er Wang
- Department of Discovery Oncology, Genentech, South San Francisco, CA, USA
| | - Lisa Crocker
- Translational Oncology, Genentech, South San Francisco, CA, USA
| | - Subhra Chaudhuri
- Microchemistry, Proteomics, Lipidomics & Next Generation Sequencing, Genentech, South San Francisco, CA, USA
| | - Yuxin Liang
- Microchemistry, Proteomics, Lipidomics & Next Generation Sequencing, Genentech, South San Francisco, CA, USA
| | - Spyros Darmanis
- Microchemistry, Proteomics, Lipidomics & Next Generation Sequencing, Genentech, South San Francisco, CA, USA
| | | | - Heather M Moore
- Translational Medicine - Oncology, Genentech, South San Francisco, CA, USA
| | - Junko Aimi
- Translational Medicine - Oncology, Genentech, South San Francisco, CA, USA
| | | | - Mary R Gates
- Early Clinical Development, Genentech, South San Francisco, CA, USA
| | | | - Marc Hafner
- Department of Discovery Oncology, Genentech, South San Francisco, CA, USA
- Oncology Bioinformatics, Genentech, South San Francisco, CA, USA
| | - Ciara Metcalfe
- Department of Discovery Oncology, Genentech, South San Francisco, CA, USA.
| |
Collapse
|
8
|
Wang H, Luo Y, Artham S, Wang Q, Peng Y, Yun Z, Li X, Wu C, Liu Z, Weber-Bonk KL, Pai CP, Cao Y, Yue J, Park S, Keri RA, Geng L, McDonnell DP, Kao HY, Yang S. Mitoxantrone inhibits and downregulates ER α through binding at the DBD-LBD interface. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.07.631371. [PMID: 39829897 PMCID: PMC11741414 DOI: 10.1101/2025.01.07.631371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/22/2025]
Abstract
Targeting the estrogen receptor (ER or ERα) through competitive antagonists, receptor downregulators, or estrogen synthesis inhibition remains the primary therapeutic strategy for luminal breast cancer. We have identified a novel mechanism of ER inhibition by targeting the critical interface between its DNA-binding domain (DBD) and ligand-binding domain (LBD). We demonstrate that mitoxantrone (MTO), a topoisomerase II inhibitor, binds at this previously unexplored DBD-LBD interface. Using comprehensive computational, biophysical, biochemical, and cellular analyses, we show that independent of its DNA damage response activity, MTO binding induces distinct conformational changes in ER, leading to its cytoplasmic redistribution and subsequent proteasomal degradation. Notably, MTO effectively inhibits clinically relevant ER mutations (Y537S and D538G) that confer resistance to current endocrine therapies, outperforming fulvestrant in both in vitro and in vivo assays. Our findings establish domain-domain interaction targeting as a viable therapeutic strategy for ER, with translational implications for other nuclear receptors.
Collapse
|
9
|
Marangoni E. Patient-Derived Xenografts of Breast Cancer. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2025; 1464:109-121. [PMID: 39821023 DOI: 10.1007/978-3-031-70875-6_7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2025]
Abstract
Patient-derived xenografts (PDX) of breast cancer, obtained from the engraftment of tumour samples into immunodeficient mice, are the most effective preclinical models for studying the biology of human breast cancer and for the evaluation of new anti-cancer treatments. Notably, breast cancer PDX preserve the phenotypic and molecular characteristics of the donor tumours and reproduce the diversity of breast cancer. This preservation of breast cancer biology involves a number of different aspects, including tumour architecture and morphology, patterns of genomic alterations and gene expression, mutational status, and intra-tumour heterogeneity. For these reasons, these models have a strong predictive value in the translation of cancer therapeutics into clinical settings and can be considered as powerful and clinically relevant research tools for the identification of new treatments, mechanisms of drug resistance, and predictive biomarkers. PDX models have also been successfully used to analyse breast cancer metastasis and persister cancer cells surviving chemotherapy. Limitations of breast cancer PDX include the lack of a human immune system and the low take rate, especially for estrogen receptor (ER) and HER2-positive subtypes.
Collapse
Affiliation(s)
- Elisabetta Marangoni
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, Paris, France.
| |
Collapse
|
10
|
Taya M, Merenbakh-Lamin K, Zubkov A, Honig Z, Kurolap A, Mayer O, Shomron N, Wolf I, Rubinek T. Beyond endocrine resistance: estrogen receptor (ESR1) activating mutations mediate chemotherapy resistance through the JNK/c-Jun MDR1 pathway in breast cancer. Breast Cancer Res Treat 2025; 209:431-449. [PMID: 39470848 PMCID: PMC11785692 DOI: 10.1007/s10549-024-07507-3] [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: 02/21/2024] [Accepted: 10/03/2024] [Indexed: 11/01/2024]
Abstract
PURPOSE All patients with metastatic breast cancer (MBC) expressing estrogen receptor-α (ESR1) will eventually develop resistance to endocrine therapies. In up to 40% of patients, this resistance is caused by activating mutations in the ligand-binding domain (LBD) of ESR1. Accumulating clinical evidence indicate adverse outcomes for these patients, beyond that expected by resistance to endocrine therapy. Here we aimed to study the role of ESR1 mutations in conferring chemoresistance in BC cells. METHODS MCF-7 cells harboring Y537S and D538G ESR1 mutations (mut-ER) were employed to study the response to chemotherapy drugs, paclitaxel and doxorubicin, using viability and apoptotic assay in vitro, and tumor growth in vivo. JNK/c-Jun/MDR1 pathway was studied using qRT-PCR, western-blot, gene-reporter and ChIP assays. MDR1 expression was analyzed in clinical samples using IHC. RESULTS Cell harboring ESR1 mutations displayed relative chemoresistance compared to WT-ER, evidenced by higher viability and reduced apoptosis as well as resistance to paclitaxel in vivo. To elucidate the underlying mechanism, MDR1 expression was examined and elevated levels were observed in mut-ER cells, and in clinical BC samples. MDR1 is regulated by the c-Jun pathway, and we showed high correlation between these two genes in BC using TCGA databases. Accordingly, we detected higher JNK/c-Jun expression and activity in ESR1-mutated cells, as well as increased occupancy of c-Jun in MDR1 promoter. Importantly, JNK inhibition decreased MDR1 expression and restored sensitivity to chemotherapy. CONCLUSIONS Taken together, these data indicate that ESR1 mutations confer chemoresistance through activation of the JNK/MDR1 axis. These finding suggest a novel treatment option for BC tumors expressing ESR1 mutations.
Collapse
Affiliation(s)
- Marwa Taya
- Department of Oncology, Tel Aviv Sourasky Medical Center, 6 Weizmann St., 6423906, Tel Aviv, Israel.
- The Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel.
| | - Keren Merenbakh-Lamin
- Department of Oncology, Tel Aviv Sourasky Medical Center, 6 Weizmann St., 6423906, Tel Aviv, Israel
| | - Asia Zubkov
- Institute of Pathology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Zohar Honig
- Department of Oncology, Tel Aviv Sourasky Medical Center, 6 Weizmann St., 6423906, Tel Aviv, Israel
| | - Alina Kurolap
- The Genetics Institute and Genomics Center, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Ori Mayer
- The Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Noam Shomron
- The Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Ido Wolf
- Department of Oncology, Tel Aviv Sourasky Medical Center, 6 Weizmann St., 6423906, Tel Aviv, Israel.
- The Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel.
| | - Tami Rubinek
- Department of Oncology, Tel Aviv Sourasky Medical Center, 6 Weizmann St., 6423906, Tel Aviv, Israel.
- The Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel.
| |
Collapse
|
11
|
Peng R, Liu X, Chen CC, Guo RT, Min J. Development of PROTACs targeting estrogen receptor: an emerging technique for combating endocrine resistance. RSC Med Chem 2024:d4md00961d. [PMID: 39823043 PMCID: PMC11734508 DOI: 10.1039/d4md00961d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2024] [Accepted: 12/24/2024] [Indexed: 01/19/2025] Open
Abstract
Despite the success of endocrine therapies in treating ER-positive breast cancer, the development of resistance remains a significant challenge. Estrogen receptor targeting proteolysis-targeting chimeras (ER PROTACs) offer a unique approach by harnessing the ubiquitin-proteasome system to degrade ER, potentially bypassing resistance mechanisms. In this review, we present the drug design, efficacy and early clinical trials of these ER PROTACs. This review underscores the academic and industrial opportunities presented by this emerging technology, as well as the challenges that must be addressed to translate these findings into effective clinical therapies.
Collapse
Affiliation(s)
- Rouming Peng
- State Key Laboratory of Biocatalysis and Enzyme Engineering, National & Local Joint Engineering Research Center of High-throughput Drug Screening Technology, School of Life Sciences, Hubei University Wuhan 430062 China
| | - Xin Liu
- State Key Laboratory of Biocatalysis and Enzyme Engineering, National & Local Joint Engineering Research Center of High-throughput Drug Screening Technology, School of Life Sciences, Hubei University Wuhan 430062 China
| | - Chun-Chi Chen
- State Key Laboratory of Biocatalysis and Enzyme Engineering, National & Local Joint Engineering Research Center of High-throughput Drug Screening Technology, School of Life Sciences, Hubei University Wuhan 430062 China
- Department of Immunology and Pathogen Biology, School of Basic Medical Sciences, Hangzhou Normal University Hangzhou 311121 China
| | - Rey-Ting Guo
- State Key Laboratory of Biocatalysis and Enzyme Engineering, National & Local Joint Engineering Research Center of High-throughput Drug Screening Technology, School of Life Sciences, Hubei University Wuhan 430062 China
- Department of Immunology and Pathogen Biology, School of Basic Medical Sciences, Hangzhou Normal University Hangzhou 311121 China
| | - Jian Min
- State Key Laboratory of Biocatalysis and Enzyme Engineering, National & Local Joint Engineering Research Center of High-throughput Drug Screening Technology, School of Life Sciences, Hubei University Wuhan 430062 China
| |
Collapse
|
12
|
Rej RK, Hu B, Chen Z, Acharyya RK, Wu D, Metwally H, McEachern D, Wang Y, Jiang W, Bai L, Nishimura LS, Gersch CL, Wang M, Wen B, Sun D, Carlson K, Katzenellenbogen JA, Xu G, Zhang W, Wu W, Priestley ES, Sui Z, Rae JM, Wang S. Discovery of ERD-12310A as an Exceptionally Potent and Orally Efficacious PROTAC Degrader of Estrogen Receptor α (ERα). J Med Chem 2024; 67:20933-20965. [PMID: 39585895 DOI: 10.1021/acs.jmedchem.4c01401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2024]
Abstract
Inhibition of estrogen receptor alpha (ERα) signaling is an established therapeutic approach for the treatment of ER-positive (ER+) breast cancers, but new therapeutic strategies are urgently needed to overcome clinical resistance. In the present study, we describe the discovery and extensive evaluation of ERD-12310A as an exceptionally potent and orally efficacious PROTAC degrader of ERα. ERD-12310A achieved a DC50 value of 47 pM and is 10 times more potent than ARV-471. ERD-12310A displayed an improved pharmacokinetic profile in mice and rats over ARV-471. ERD-12310A attained tumor regression in the ER+, estrogen-dependent MCF-7 breast cancer xenograft model with wild-type ER and is more potent than ARV-471. Importantly, ERD-12310A achieved strong tumor growth inhibition in MCF-7 xenograft tumors harboring the clinically relevant ESR1Y537S mutation, which confers resistance to traditional antiestrogens. Our data position ERD-12310A as a promising candidate for further development as a potential therapy for ER+ breast cancer.
Collapse
Affiliation(s)
- Rohan Kalyan Rej
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan, Ann Arbor 48109, United States
| | - Biao Hu
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan, Ann Arbor 48109, United States
| | - Zhixiang Chen
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan, Ann Arbor 48109, United States
| | - Ranjan Kumar Acharyya
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan, Ann Arbor 48109, United States
| | - Dimin Wu
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan, Ann Arbor 48109, United States
| | - Hoda Metwally
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan, Ann Arbor 48109, United States
| | - Donna McEachern
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan, Ann Arbor 48109, United States
| | - Yu Wang
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan, Ann Arbor 48109, United States
| | - Wei Jiang
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan, Ann Arbor 48109, United States
| | - Longchuan Bai
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan, Ann Arbor 48109, United States
| | - Leticia S Nishimura
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan, Ann Arbor 48109, United States
| | - Christina L Gersch
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan, Ann Arbor 48109, United States
| | - Meilin Wang
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Michigan, Ann Arbor 48109, United States
| | - Bo Wen
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Michigan, Ann Arbor 48109, United States
| | - Duxin Sun
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Michigan, Ann Arbor 48109, United States
- Rogel Cancer Center, University of Michigan, Ann Arbor 48109, United States
| | - Kathryn Carlson
- Department of Chemistry, University of Illinois, 600 South Mathews Avenue, Urbana 61801, United States
| | - John A Katzenellenbogen
- Department of Chemistry, University of Illinois, 600 South Mathews Avenue, Urbana 61801, United States
| | - Guozhang Xu
- SK Life Science Laboratories, 2500 Renaissance Boulevard, King of Prussia 09406, United States
| | - Weihong Zhang
- SK Life Science Laboratories, 2500 Renaissance Boulevard, King of Prussia 09406, United States
| | - Wenxue Wu
- SK Life Science Laboratories, 2500 Renaissance Boulevard, King of Prussia 09406, United States
| | - E Scott Priestley
- SK Life Science Laboratories, 2500 Renaissance Boulevard, King of Prussia 09406, United States
| | - Zhihua Sui
- SK Life Science Laboratories, 2500 Renaissance Boulevard, King of Prussia 09406, United States
| | - James M Rae
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan, Ann Arbor 48109, United States
- Rogel Cancer Center, University of Michigan, Ann Arbor 48109, United States
- Department of Pharmacology, University of Michigan, Ann Arbor 48109, United States
| | - Shaomeng Wang
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan, Ann Arbor 48109, United States
- Rogel Cancer Center, University of Michigan, Ann Arbor 48109, United States
- Department of Pharmacology, University of Michigan, Ann Arbor 48109, United States
- Department of Medicinal Chemistry, College of Pharmacy, University of Michigan, Ann Arbor 48109, United States
| |
Collapse
|
13
|
Yuan J, Yang L, Li Z, Zhang H, Wang Q, Wang B, Chinnathambi A, Govindasamy C, Basappa S, Nagaraja O, Madegowda M, Beeraka NM, Nikolenko VN, Wang M, Wang G, Rangappa KS, Basappa B. Pyrimidine-triazole-tethered tert-butyl-piperazine-carboxylate suppresses breast cancer by targeting estrogen receptor signaling and β-catenin activation. IUBMB Life 2024; 76:1309-1324. [PMID: 39275910 DOI: 10.1002/iub.2913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Accepted: 07/10/2024] [Indexed: 09/16/2024]
Abstract
Several chemotherapeutics against breast cancer are constrained by their adverse effects and chemoresistance. The development of novel chemotherapeutics to target metastatic breast cancer can bring effective clinical outcomes. Many breast cancer patients present with tumors that are positive for estrogen receptors (ERs), highlighting the importance of targeting the ER pathway in this particular subtype. Although selective estrogen receptor modulators (SERMs) are commonly used, their side effects and resistance issues necessitate the development of new ER-targeting agents. In this study, we report that a newly synthesized compound, TTP-5, a hybrid of pyrimidine, triazole, and tert-butyl-piperazine-carboxylate, effectively binds to estrogen receptor alpha (ERα) and suppresses breast cancer cell growth. We assessed the impact of TTP-5 on cell proliferation using MTT and colony formation assays and evaluated its effect on cell motility through wound healing and invasion assays. We further explored the mechanism of action of this novel compound by detecting protein expression changes using Western blotting. Molecular docking was used to confirm the interaction of TTP-5 with ERα. The results indicated that TTP-5 significantly reduced the proliferation of MCF-7 cells by blocking the ERα signaling pathway. Conversely, although it did not influence the growth of MDA-MB-231 cells, TTP-5 hindered their motility by modulating the expression of proteins associated with epithelial-mesenchymal transition (EMT), possibly via the Wnt/β-catenin pathway.
Collapse
Affiliation(s)
- Jie Yuan
- Department of Breast, Thyroid and Vascular Surgery, Hubei Provincial Clinical Research Center for Umbilical Cord Blood Hematopoietic Stem Cells, Taihe Hospital, Hubei University of Medicine, Shiyan, China
| | - Li Yang
- Department of Clinical Laboratory Medicine, Taihe Hospital, Hubei University of Medicine, Shiyan, China
| | - Zhi Li
- Department of Breast, Thyroid and Vascular Surgery, Hubei Provincial Clinical Research Center for Umbilical Cord Blood Hematopoietic Stem Cells, Taihe Hospital, Hubei University of Medicine, Shiyan, China
| | - Hua Zhang
- Department of Breast, Thyroid and Vascular Surgery, Hubei Provincial Clinical Research Center for Umbilical Cord Blood Hematopoietic Stem Cells, Taihe Hospital, Hubei University of Medicine, Shiyan, China
| | - Qun Wang
- Department of Breast, Thyroid and Vascular Surgery, Hubei Provincial Clinical Research Center for Umbilical Cord Blood Hematopoietic Stem Cells, Taihe Hospital, Hubei University of Medicine, Shiyan, China
| | - Bei Wang
- Department of Breast, Thyroid and Vascular Surgery, Hubei Provincial Clinical Research Center for Umbilical Cord Blood Hematopoietic Stem Cells, Taihe Hospital, Hubei University of Medicine, Shiyan, China
| | - Arunachalam Chinnathambi
- Department of Botany and Microbiology, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Chandramohan Govindasamy
- Department of Community Health Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Shreeja Basappa
- Department of Chemistry, BITS-Pilani, Hyderabad Campus, Medchal, India
| | | | | | - Narasimha M Beeraka
- Raghavendra Institute of Pharmaceutical Education and Research (RIPER), Anantapuramu, India
- Department of Human Anatomy and Histology, I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russian Federation
- Herman B. Wells Center for Pediatric Research, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Vladimir N Nikolenko
- Department of Human Anatomy and Histology, I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russian Federation
| | - Minghua Wang
- Department of Breast, Thyroid and Vascular Surgery, Hubei Provincial Clinical Research Center for Umbilical Cord Blood Hematopoietic Stem Cells, Taihe Hospital, Hubei University of Medicine, Shiyan, China
| | - Geng Wang
- Department of Breast, Thyroid and Vascular Surgery, Hubei Provincial Clinical Research Center for Umbilical Cord Blood Hematopoietic Stem Cells, Taihe Hospital, Hubei University of Medicine, Shiyan, China
| | | | - Basappa Basappa
- Laboratory of Chemical Biology, Department of Studies in Organic Chemistry, University of Mysore, Mysore, India
| |
Collapse
|
14
|
Rinkenbaugh AL, Qi Y, Cai S, Shao J, Hancock F, Jeter-Jones S, Zhang X, Powell E, Huo L, Lau R, Fu C, Gould R, den Hollander P, Ravenberg EE, White JB, Rauch GM, Arun B, Yam C, Thompson AM, Echeverria GV, Moulder SL, Symmans WF, Chang JT, Piwnica-Worms H. An annotated biobank of triple negative breast cancer patient-derived xenografts featuring treatment-naïve and longitudinal samples throughout neoadjuvant chemotherapy. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.25.625287. [PMID: 39651299 PMCID: PMC11623626 DOI: 10.1101/2024.11.25.625287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2024]
Abstract
Triple negative breast cancer (TNBC) that fails to respond to neoadjuvant chemotherapy (NACT) can be lethal. Developing effective strategies to eradicate chemoresistant disease requires experimental models that recapitulate the heterogeneity characteristic of TNBC. To that end, we established a biobank of 92 orthotopic patient-derived xenograft (PDX) models of TNBC from the tumors of 75 patients enrolled in the ARTEMIS clinical trial ( NCT02276443 ) at MD Anderson Cancer Center, including 12 longitudinal sets generated from serial patient biopsies collected throughout NACT and from metastatic disease. Models were established from both chemosensitive and chemoresistant tumors, and nearly 30% of PDX models were capable of lung metastasis. Comprehensive molecular profiling demonstrated conservation of genomes and transcriptomes between patient and corresponding PDX tumors, with representation of all major transcriptional subtypes. Transcriptional changes observed in the longitudinal PDX models highlight dysregulation in pathways associated with DNA integrity, extracellular matrix interactions, the ubiquitin-proteasome system, epigenetics, and inflammatory signaling. These alterations reveal a complex network of adaptations associated with chemoresistance. This PDX biobank provides a valuable resource for tackling the most pressing issues facing the clinical management of TNBC, namely chemoresistance and metastasis.
Collapse
|
15
|
Yayli G, Tokofsky A, Nayar U. The intersection of the HER2-low subtype with endocrine resistance: the role of interconnected signaling pathways. Front Oncol 2024; 14:1461190. [PMID: 39650068 PMCID: PMC11621065 DOI: 10.3389/fonc.2024.1461190] [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: 07/08/2024] [Accepted: 10/29/2024] [Indexed: 12/11/2024] Open
Abstract
Since its introduction in the 1970s, endocrine therapy that targets the estrogen receptor alpha (ERα) signaling pathway has had tremendous success in the clinic in estrogen receptor positive (ER+) breast cancer. However, resistance to endocrine therapy eventually develops in virtually all patients with metastatic disease. Endocrine resistance is a primary unaddressed medical need for ER+ metastatic breast cancer patients. It has been shown that tumors become resistant through various mechanisms, converging on the acquisition of genetic alterations of ER, components of the MAP kinase pathway, or transcription factors (TFs). For instance, mutations in the human epidermal growth factor receptor-2 (HER2) lead to complete resistance to all current endocrine therapies including aromatase inhibitors, selective estrogen receptor modulators, and selective estrogen receptor degraders, as well as cross-resistance to CDK4/6 inhibitors (CDK4/6is). Emerging evidence points to an intriguing connection between endocrine-resistant tumors and the HER2-low subtype. Specifically, recent studies and our analysis of a publicly available breast cancer dataset both indicate that metastatic ER+ breast cancer with endocrine resistance conferred through acquired genetic alterations can often be classified as HER2-low rather than HER2-0/HER2-negative. Limited data suggest that acquired endocrine resistance can also be accompanied by a subtype switch. Therefore, we suggest that there is an underappreciated association between the HER2-low subtype and endocrine resistance. In this perspective piece, we explore the evidence linking the HER2-low subtype with the various pathways to endocrine resistance and suggest that there are signaling networks in HER2-low tumors that intersect endocrine resistance and can be effectively targeted.
Collapse
Affiliation(s)
- Gizem Yayli
- Department of Biochemistry and Molecular Biology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - Alexa Tokofsky
- Department of Biochemistry and Molecular Biology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - Utthara Nayar
- Department of Biochemistry and Molecular Biology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
- Oncology, Sidney Kimmel Comprehensive Cancer Center, School of Medicine, Johns Hopkins University, Baltimore, MD, United States
| |
Collapse
|
16
|
Gao Y, Yu Y, Zhang M, Yu W, Kang L. Mechanisms of endocrine resistance in hormone receptor-positive breast cancer. Front Oncol 2024; 14:1448687. [PMID: 39544302 PMCID: PMC11560879 DOI: 10.3389/fonc.2024.1448687] [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: 06/14/2024] [Accepted: 10/09/2024] [Indexed: 11/17/2024] Open
Abstract
Hormone receptor-positive breast cancer may recur or metastasize years or decades after its diagnosis. Furthermore, hormone receptor expression may persist in relapsed or metastatic cancer cells. Endocrine therapy is one of the most efficacious treatments for hormone receptor-positive breast cancers. Nevertheless, a considerable proportion of patients develop resistance to endocrine therapy. Previous studies have identified numerous mechanisms underlying drug resistance, such as epigenetic abnormalities in the estrogen receptor (ER) genome, activation of ER-independent ligands, and alterations in signaling pathways including PI3K/AKT/mTOR, Notch, NF-κB, FGFR, and IRE1-XBP1. This article reviews the mechanisms of endocrine resistance in hormone receptor-positive advanced breast cancer, drawing from previous studies, and discusses the latest research advancements and prospects.
Collapse
Affiliation(s)
| | | | | | | | - Lihua Kang
- Cancer Center, The First Hospital of Jilin University, Changchun, Jilin, China
| |
Collapse
|
17
|
Asemota S, Effah W, Holt J, Johnson D, Cripe L, Ponnusamy S, Thiyagarajan T, Khosrosereshki Y, Hwang DJ, He Y, Grimes B, Fleming MD, Pritchard FE, Hendrix A, Fan M, Jain A, Choi HY, Makowski L, Hayes DN, Miller DD, Pfeffer LM, Santhanam B, Narayanan R. A molecular switch from tumor suppressor to oncogene in ER+ve breast cancer: Role of androgen receptor, JAK-STAT, and lineage plasticity. Proc Natl Acad Sci U S A 2024; 121:e2406837121. [PMID: 39312663 PMCID: PMC11459127 DOI: 10.1073/pnas.2406837121] [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] [Accepted: 08/19/2024] [Indexed: 09/25/2024] Open
Abstract
Cancers develop resistance to inhibitors of oncogenes mainly due to target-centric mechanisms such as mutations and splicing. While inhibitors or antagonists force targets to unnatural conformation contributing to protein instability and resistance, activating tumor suppressors may maintain the protein in an agonistic conformation to elicit sustainable growth inhibition. Due to the lack of tumor suppressor agonists, this hypothesis and the mechanisms underlying resistance are not understood. In estrogen receptor (ER)-positive breast cancer (BC), androgen receptor (AR) is a druggable tumor suppressor offering a promising avenue for this investigation. Spatial genomics suggests that the molecular portrait of AR-expressing BC cells in tumor microenvironment corresponds to better overall patient survival, clinically confirming AR's role as a tumor suppressor. Ligand activation of AR in ER-positive BC xenografts reprograms cistromes, inhibits oncogenic pathways, and promotes cellular elasticity toward a more differentiated state. Sustained AR activation results in cistrome rearrangement toward transcription factor PROP paired-like homeobox 1, transformation of AR into oncogene, and activation of the Janus kinase/signal transducer (JAK/STAT) pathway, all culminating in lineage plasticity to an aggressive resistant subtype. While the molecular profile of AR agonist-sensitive tumors corresponds to better patient survival, the profile represented in the resistant phenotype corresponds to shorter survival. Inhibition of activated oncogenes in resistant tumors reduces growth and resensitizes them to AR agonists. These findings indicate that persistent activation of a context-dependent tumor suppressor may lead to resistance through lineage plasticity-driven tumor metamorphosis. Our work provides a framework to explore the above phenomenon across multiple cancer types and underscores the importance of factoring sensitization of tumor suppressor targets while developing agonist-like drugs.
Collapse
Affiliation(s)
- Sarah Asemota
- Department of Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Wendy Effah
- Department of Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Jeremiah Holt
- Department of Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Daniel Johnson
- Molecular Bioinformatics Core, University of Tennessee Health Science Center, Memphis, TN38163
| | - Linnea Cripe
- Department of Surgery, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Suriyan Ponnusamy
- Department of Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Thirumagal Thiyagarajan
- Department of Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Yekta Khosrosereshki
- Department of Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Dong-Jin Hwang
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Tennessee Health Science Center, Memphis, TN38163
| | - Yali He
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Tennessee Health Science Center, Memphis, TN38163
| | - Brandy Grimes
- West Cancer Center and Research Institute, Memphis, TN38120
| | - Martin D. Fleming
- Department of Surgery, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Frances E. Pritchard
- Department of Surgery, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Ashley Hendrix
- Department of Surgery, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Meiyun Fan
- Department of Pathology, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Abhinav Jain
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Houston, TX77030
| | - Hyo Young Choi
- University of Tennessee Health Science Center for Cancer Research, University of Tennessee Health Science Center, Memphis, TN38163
- Department of Preventive Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Liza Makowski
- Department of Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
- University of Tennessee Health Science Center for Cancer Research, University of Tennessee Health Science Center, Memphis, TN38163
| | - D. Neil Hayes
- Department of Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
- University of Tennessee Health Science Center for Cancer Research, University of Tennessee Health Science Center, Memphis, TN38163
| | - Duane D. Miller
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Tennessee Health Science Center, Memphis, TN38163
- University of Tennessee Health Science Center for Cancer Research, University of Tennessee Health Science Center, Memphis, TN38163
| | - Lawrence M. Pfeffer
- Department of Pathology, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
- University of Tennessee Health Science Center for Cancer Research, University of Tennessee Health Science Center, Memphis, TN38163
| | - Balaji Santhanam
- Center of Excellence for Data Driven Discovery and Department of Structural Biology, St. Jude Children’s Research Hospital, Memphis, TN38105
| | - Ramesh Narayanan
- Department of Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
- University of Tennessee Health Science Center for Cancer Research, University of Tennessee Health Science Center, Memphis, TN38163
| |
Collapse
|
18
|
Wang J, Tran-Huynh AM, Kim BJ, Chan DW, Holt MV, Fandino D, Yu X, Qi X, Wang J, Zhang W, Wu YH, Anurag M, Zhang XHF, Zhang B, Cheng C, Foulds CE, Ellis MJ. Death-associated protein kinase 3 modulates migration and invasion of triple-negative breast cancer cells. PNAS NEXUS 2024; 3:pgae401. [PMID: 39319326 PMCID: PMC11421662 DOI: 10.1093/pnasnexus/pgae401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Accepted: 09/05/2024] [Indexed: 09/26/2024]
Abstract
Sixteen patient-derived xenografts (PDXs) were analyzed using a mass spectrometry (MS)-based kinase inhibitor pull-down assay (KIPA), leading to the observation that death-associated protein kinase 3 (DAPK3) is significantly and specifically overexpressed in the triple-negative breast cancer (TNBC) models. Validation studies confirmed enrichment of DAPK3 protein, in both TNBC cell lines and tumors, independent of mRNA levels. Genomic knockout of DAPK3 in TNBC cell lines inhibited in vitro migration and invasion, along with down-regulation of an epithelial-mesenchymal transition (EMT) signature, which was confirmed in vivo. The kinase and leucine-zipper domains within DAPK3 were shown by a mutational analysis to be essential for functionality. Notably, DAPK3 was found to inhibit the levels of desmoplakin (DSP), a crucial component of the desmosome complex, thereby explaining the observed migration and invasion effects. Further exploration with immunoprecipitation-mass spectrometry (IP-MS) identified that leucine-zipper protein 1 (LUZP1) is a preferential binding partner of DAPK3. LUZP1 engages in a leucine-zipper domain-mediated interaction that protects DAPK3 from proteasomal degradation. Thus, the DAPK3/LUZP1 heterodimer emerges as a newly discovered regulator of EMT/desmosome components that promote TNBC cell migration.
Collapse
Affiliation(s)
- Junkai Wang
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Anh M Tran-Huynh
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX 77030, USA
- Graduate Program in Cancer and Cell Biology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Beom-Jun Kim
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Doug W Chan
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX 77030, USA
- Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Matthew V Holt
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Diana Fandino
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Xin Yu
- Verna and Marrs McLean Department of Biochemistry and Molecular Pharmacology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Xiaoli Qi
- Verna and Marrs McLean Department of Biochemistry and Molecular Pharmacology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Jin Wang
- Verna and Marrs McLean Department of Biochemistry and Molecular Pharmacology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Weijie Zhang
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Yi-Hsuan Wu
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Meenakshi Anurag
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX 77030, USA
- Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Medicine, Baylor College of Medicine, Houston, TX 77030, USA
| | - Xiang H F Zhang
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX 77030, USA
- Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Bing Zhang
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX 77030, USA
- Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Human and Molecular Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Chonghui Cheng
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX 77030, USA
- Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Human and Molecular Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Charles E Foulds
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX 77030, USA
- Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Medicine, Baylor College of Medicine, Houston, TX 77030, USA
| | - Matthew J Ellis
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX 77030, USA
- Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
| |
Collapse
|
19
|
Fuchs V, Sobarzo A, Msamra M, Kezerle Y, Linde L, Sevillya G, Anoze A, Refaely Y, Cohen AY, Melamed I, Azriel A, Shoukrun R, Raviv Y, Porgador A, Peled N, Roisman LC. Personalizing non-small cell lung cancer treatment through patient-derived xenograft models: preclinical and clinical factors for consideration. Clin Transl Oncol 2024; 26:2227-2239. [PMID: 38553659 PMCID: PMC11333550 DOI: 10.1007/s12094-024-03450-3] [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: 01/20/2024] [Accepted: 03/05/2024] [Indexed: 08/20/2024]
Abstract
PURPOSE In the pursuit of creating personalized and more effective treatment strategies for lung cancer patients, Patient-Derived Xenografts (PDXs) have been introduced as preclinical platforms that can recapitulate the specific patient's tumor in an in vivo model. We investigated how well PDX models can preserve the tumor's clinical and molecular characteristics across different generations. METHODS A Non-Small Cell Lung Cancer (NSCLC) PDX model was established in NSG-SGM3 mice and clinical and preclinical factors were assessed throughout subsequent passages. Our cohort consisted of 40 NSCLC patients, which were used to create 20 patient-specific PDX models in NSG-SGM3 mice. Histopathological staining and Whole Exome Sequencing (WES) analysis were preformed to understand tumor heterogeneity throughout serial passages. RESULTS The main factors that contributed to the growth of the engrafted PDX in mice were a higher grade or stage of disease, in contrast to the long duration of chemotherapy treatment, which was negatively correlated with PDX propagation. Successful PDX growth was also linked to poorer prognosis and overall survival, while growth pattern variability was affected by the tumor aggressiveness, primarily affecting the first passage. Pathology analysis showed preservation of the histological type and grade; however, WES analysis revealed genomic instability in advanced passages, leading to the inconsistencies in clinically relevant alterations between the PDXs and biopsies. CONCLUSIONS Our study highlights the impact of multiple clinical and preclinical factors on the engraftment success, growth kinetics, and tumor stability of patient-specific NSCLC PDXs, and underscores the importance of considering these factors when guiding and evaluating prolonged personalized treatment studies for NSCLC patients in these models, as well as signaling the imperative for additional investigations to determine the full clinical potential of this technique.
Collapse
Affiliation(s)
- Vered Fuchs
- The Shraga Segal Department of Microbiology, Immunology and Genetics, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Ariel Sobarzo
- The Shraga Segal Department of Microbiology, Immunology and Genetics, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Maha Msamra
- The Shraga Segal Department of Microbiology, Immunology and Genetics, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Yarden Kezerle
- Institute of Pathology, Soroka University Medical Center, Beer-Sheva, Israel
| | - Liat Linde
- Biomedical Core Facility, Russell Berrie Nanotechnology Institute, Technion-Israel Institute of Technology, Haifa, Israel
| | - Gur Sevillya
- Biomedical Core Facility, Russell Berrie Nanotechnology Institute, Technion-Israel Institute of Technology, Haifa, Israel
| | - Alaa Anoze
- The Oncology Institute, Helmsley Cancer Center, Precision Oncology and Innovation, Shaare Zedek Medical Center, 12, Shmuel Beit St, 9103102, Jerusalem, Israel
| | - Yael Refaely
- Department of Cardiothoracic Surgery, Soroka University Medical Center, Beer-Sheva, Israel
| | | | - Israel Melamed
- Department of Neurosurgery, Soroka University Medical Center, Beer Sheva, Israel
| | - Amit Azriel
- Department of Neurosurgery, Soroka University Medical Center, Beer Sheva, Israel
| | - Rami Shoukrun
- Department of Ears, Nose & Throat, Head & Neck Surgery, Soroka University Medical Center, Beer Sheva, Israel
| | - Yael Raviv
- Pulmonary Institute, Soroka University Medical Center, Beer-Sheva, Israel
| | - Angel Porgador
- The Shraga Segal Department of Microbiology, Immunology and Genetics, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Nir Peled
- The Oncology Institute, Helmsley Cancer Center, Precision Oncology and Innovation, Shaare Zedek Medical Center, 12, Shmuel Beit St, 9103102, Jerusalem, Israel.
| | - Laila Catalina Roisman
- The Shraga Segal Department of Microbiology, Immunology and Genetics, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer Sheva, Israel.
- The Oncology Institute, Helmsley Cancer Center, Precision Oncology and Innovation, Shaare Zedek Medical Center, 12, Shmuel Beit St, 9103102, Jerusalem, Israel.
| |
Collapse
|
20
|
Westenend PJ, Meurs CJC, de Leeuw B, Akkers RC. Estrogen-Receptor Loss and ESR1 Mutation in Estrogen-Receptor-Positive Metastatic Breast Cancer and the Effect on Overall Survival. Cancers (Basel) 2024; 16:3025. [PMID: 39272884 PMCID: PMC11394627 DOI: 10.3390/cancers16173025] [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: 08/06/2024] [Revised: 08/26/2024] [Accepted: 08/28/2024] [Indexed: 09/15/2024] Open
Abstract
In patients with metastatic estrogen-receptor (ER)-positive HER2-negative breast cancer, the loss of ER expression and the mutation of ESR1-the gene encoding the ER receptor-are mechanisms for resistance to endocrine therapy. We aimed to determine the frequency of these mechanisms and their interaction. Metastases were retrieved from our pathology files. ESR1 hotspot mutations resulting in p.(D538G), p.(Y537S), and p.(L536H) were determined by means of pyrosequencing. Clinical data were retrieved from electronic medical records. A total of 136 metastases were available for analysis. ER loss was found in 23 metastases (17%). ESR1 mutations were found in 18 metastases (13%), including p.(D538G) in 9, p.(Y537S) in 7, and p.(L536H) in 2. ESR1 mutation and ER loss were mutually exclusive (p = 0.042), and ESR1 mutation was associated with endocrine therapy (p = 0.002). ESR1 mutation was found in two primary breast cancers. ESR1 mutations are rare in primary breast cancer and develop in metastases during endocrine therapy. Furthermore, ER loss had a statistically significant negative effect on overall survival when compared to patients without ER loss, with a rate ratio of 3.21 (confidence interval 1.95-5.26). No such effect was observed for ESR1 mutations, with a rate ratio of 1.15 (confidence interval 0.67-1.95). We conclude that ER loss and ESR1 mutation together account for 30% of the resistance to endocrine therapy.
Collapse
|
21
|
Yates ME, Waltermire H, Mori K, Li Z, Li Y, Guzolik H, Wang X, Liu T, Atkinson JM, Hooda J, Lee AV, Oesterreich S. ESR1 Fusions Invoke Breast Cancer Subtype-Dependent Enrichment of Ligand-Independent Oncogenic Signatures and Phenotypes. Endocrinology 2024; 165:bqae111. [PMID: 39207954 PMCID: PMC11384147 DOI: 10.1210/endocr/bqae111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 08/15/2024] [Accepted: 08/26/2024] [Indexed: 09/04/2024]
Abstract
Breast cancer is a leading cause of female mortality and despite advancements in personalized therapeutics, metastatic disease largely remains incurable due to drug resistance. The estrogen receptor (ER, ESR1) is expressed in two-thirds of all breast cancer, and under endocrine stress, somatic ESR1 mutations arise in approximately 30% of cases that result in endocrine resistance. We and others reported ESR1 fusions as a mechanism of ER-mediated endocrine resistance. ER fusions, which retain the activation function 1- and DNA-binding domains, harbor ESR1 exons 1 to 6 fused to an in-frame gene partner resulting in loss of the ER ligand-binding domain (LBD). We demonstrate that in a no-special type (invasive ductal carcinoma [IDC]-NST) and an invasive lobular carcinoma (ILC) cell line, ER fusions exhibit robust hyperactivation of canonical ER signaling pathways independent of estradiol or antiendocrine therapies. We employ cell line models stably overexpressing ER fusions with concurrent endogenous ER knockdown to minimize endogenous ER influence. Cell lines exhibited shared transcriptomic enrichment in pathways known to be drivers of metastatic disease, notably MYC signaling. Cells expressing the 3' fusion partners SOX9 and YAP1 consistently demonstrated enhanced growth and cell survival. ILC cells expressing the DAB2 fusion led to enhanced growth, survival, and migration, phenotypes not appreciated in the IDC-NST DAB2 model. Herein, we report that cell line activity is subtype-, fusion-, and assay-specific, suggesting that LBD loss, the fusion partner, and the cellular landscape all influence fusion activities. Therefore, it will be critical to assess fusion frequency in the context of the clinicopathology.
Collapse
MESH Headings
- Humans
- Breast Neoplasms/genetics
- Breast Neoplasms/pathology
- Breast Neoplasms/metabolism
- Female
- Estrogen Receptor alpha/genetics
- Estrogen Receptor alpha/metabolism
- Cell Line, Tumor
- Phenotype
- YAP-Signaling Proteins/genetics
- YAP-Signaling Proteins/metabolism
- SOX9 Transcription Factor/genetics
- SOX9 Transcription Factor/metabolism
- Carcinoma, Ductal, Breast/genetics
- Carcinoma, Ductal, Breast/pathology
- Carcinoma, Ductal, Breast/metabolism
- Oncogene Proteins, Fusion/genetics
- Oncogene Proteins, Fusion/metabolism
- Signal Transduction/genetics
- Carcinoma, Lobular/genetics
- Carcinoma, Lobular/metabolism
- Carcinoma, Lobular/pathology
- Transcription Factors/genetics
- Transcription Factors/metabolism
- Gene Expression Regulation, Neoplastic
- Adaptor Proteins, Signal Transducing/genetics
- Adaptor Proteins, Signal Transducing/metabolism
- Ligands
- Cell Proliferation/genetics
Collapse
Affiliation(s)
- Megan E Yates
- Women’s Cancer Research Center, Magee-Women Research Institute, Pittsburgh, PA 15213, USA
- UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
- Medical Scientist Training Program, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
- Integrative Systems Biology Program, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Hunter Waltermire
- Women’s Cancer Research Center, Magee-Women Research Institute, Pittsburgh, PA 15213, USA
- UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
- Biomedical Masters Program, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Kanako Mori
- Women’s Cancer Research Center, Magee-Women Research Institute, Pittsburgh, PA 15213, USA
- UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
- Physician Scientist Training Program, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Zheqi Li
- Women’s Cancer Research Center, Magee-Women Research Institute, Pittsburgh, PA 15213, USA
- UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Yiting Li
- Women’s Cancer Research Center, Magee-Women Research Institute, Pittsburgh, PA 15213, USA
- UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
- School of Medicine, Tsinghua University, Beijing, China
| | - Hannah Guzolik
- Women’s Cancer Research Center, Magee-Women Research Institute, Pittsburgh, PA 15213, USA
- UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
| | - Xiaosong Wang
- UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
- Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Tiantong Liu
- Women’s Cancer Research Center, Magee-Women Research Institute, Pittsburgh, PA 15213, USA
- UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
- School of Medicine, Tsinghua University, Beijing, China
| | - Jennifer M Atkinson
- Women’s Cancer Research Center, Magee-Women Research Institute, Pittsburgh, PA 15213, USA
- UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
- Department of Pharmacology and Chemical Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Jagmohan Hooda
- Women’s Cancer Research Center, Magee-Women Research Institute, Pittsburgh, PA 15213, USA
- UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
| | - Adrian V Lee
- Women’s Cancer Research Center, Magee-Women Research Institute, Pittsburgh, PA 15213, USA
- UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
- Integrative Systems Biology Program, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
- Department of Pharmacology and Chemical Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
- Human Genetics Graduate Program, University of Pittsburgh School of Public Health, Pittsburgh, PA 15213, USA
- Department of Human Genetics, University of Pittsburgh School of Public Health, Pittsburgh, PA 15213, USA
| | - Steffi Oesterreich
- Women’s Cancer Research Center, Magee-Women Research Institute, Pittsburgh, PA 15213, USA
- UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
- Integrative Systems Biology Program, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
- Department of Pharmacology and Chemical Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
- Human Genetics Graduate Program, University of Pittsburgh School of Public Health, Pittsburgh, PA 15213, USA
- Department of Human Genetics, University of Pittsburgh School of Public Health, Pittsburgh, PA 15213, USA
| |
Collapse
|
22
|
Bi Y, Lv X, Wang K, Wu J, Shi X, Zheng X, Lin X. An ultra-sensitive and rapid immunosensor for the onsite detection of circulating tumor DNA in breast cancer. Front Bioeng Biotechnol 2024; 12:1412598. [PMID: 39070168 PMCID: PMC11273087 DOI: 10.3389/fbioe.2024.1412598] [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: 04/05/2024] [Accepted: 06/10/2024] [Indexed: 07/30/2024] Open
Abstract
Breast cancer currently stands as the most prevalent form of cancer worldwide and the primary cause of cancer-related deaths among women. However, the current diagnostic methods for breast cancer exhibit several limitations, including invasiveness, high costs, and limited sensitivity and specificity. The detection of the PIK3CA-H1047R variant is of paramount importance due to its close association with tumor growth and treatment resistance. Consequently, developing a straightforward, rapid, and highly sensitive approach for detecting PIK3CA-H1047R is of utmost importance. We have been working on the development of a rapid and ultrasensitive biosensor, leveraging the alternating current (AC) electrokinetic (ACEK) capacitive sensing method. This biosensor involves modifying the surface of interdigital electrodes with antibodies, facilitating the antibody-antigen-binding process through AC electrokinetic techniques. Our sensor strategy directly measures the interface capacitance, and the rate of change serves as a quantitative marker for event identification. Remarkably, our biosensor successfully detects the PIK3CA-H1047R antigen within a concentration range of 1 ng/mL to 1 μg/mL. In conclusion, this study proposes a fast and highly sensitive biosensor for the detection of a key breast cancer marker, the PIK3CA-H1047R variant. This technology is expected to improve breast cancer diagnosis, address the limitations of current methods, and provide patients with better treatment options. This detection method offers a promising avenue for on-site and real-time sensitive detection of the PIK3CA-H1047R antigen, potentially revolutionizing breast cancer diagnosis.
Collapse
Affiliation(s)
- Yi Bi
- Chongqing University Cancer Hospital, Chongqing University, Chongqing, China
| | - Xiao Lv
- Key Laboratory of Optoelectronic Technology and Systems of Ministry of Education of China, Chongqing University, Chongqing, China
| | - Ke Wang
- Key Laboratory of Optoelectronic Technology and Systems of Ministry of Education of China, Chongqing University, Chongqing, China
| | - Jinyu Wu
- Key Laboratory of Optoelectronic Technology and Systems of Ministry of Education of China, Chongqing University, Chongqing, China
| | - Xiang Shi
- Key Laboratory of Optoelectronic Technology and Systems of Ministry of Education of China, Chongqing University, Chongqing, China
| | - Xiaodong Zheng
- Chongqing University Cancer Hospital, Chongqing University, Chongqing, China
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing, China
- Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chenjiaqiao Hospital of Shapingba District, Chongqing, China
| | - Xiaogang Lin
- Key Laboratory of Optoelectronic Technology and Systems of Ministry of Education of China, Chongqing University, Chongqing, China
| |
Collapse
|
23
|
White BS, Woo XY, Koc S, Sheridan T, Neuhauser SB, Wang S, Evrard YA, Chen L, Foroughi pour A, Landua JD, Mashl RJ, Davies SR, Fang B, Raso MG, Evans KW, Bailey MH, Chen Y, Xiao M, Rubinstein JC, Sanderson BJ, Lloyd MW, Domanskyi S, Dobrolecki LE, Fujita M, Fujimoto J, Xiao G, Fields RC, Mudd JL, Xu X, Hollingshead MG, Jiwani S, Acevedo S, Davis-Dusenbery BN, Robinson PN, Moscow JA, Doroshow JH, Mitsiades N, Kaochar S, Pan CX, Carvajal-Carmona LG, Welm AL, Welm BE, Govindan R, Li S, Davies MA, Roth JA, Meric-Bernstam F, Xie Y, Herlyn M, Ding L, Lewis MT, Bult CJ, Dean DA, Chuang JH. A Pan-Cancer Patient-Derived Xenograft Histology Image Repository with Genomic and Pathologic Annotations Enables Deep Learning Analysis. Cancer Res 2024; 84:2060-2072. [PMID: 39082680 PMCID: PMC11217732 DOI: 10.1158/0008-5472.can-23-1349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 10/13/2023] [Accepted: 03/27/2024] [Indexed: 08/04/2024]
Abstract
Patient-derived xenografts (PDX) model human intra- and intertumoral heterogeneity in the context of the intact tissue of immunocompromised mice. Histologic imaging via hematoxylin and eosin (H&E) staining is routinely performed on PDX samples, which could be harnessed for computational analysis. Prior studies of large clinical H&E image repositories have shown that deep learning analysis can identify intercellular and morphologic signals correlated with disease phenotype and therapeutic response. In this study, we developed an extensive, pan-cancer repository of >1,000 PDX and paired parental tumor H&E images. These images, curated from the PDX Development and Trial Centers Research Network Consortium, had a range of associated genomic and transcriptomic data, clinical metadata, pathologic assessments of cell composition, and, in several cases, detailed pathologic annotations of neoplastic, stromal, and necrotic regions. The amenability of these images to deep learning was highlighted through three applications: (i) development of a classifier for neoplastic, stromal, and necrotic regions; (ii) development of a predictor of xenograft-transplant lymphoproliferative disorder; and (iii) application of a published predictor of microsatellite instability. Together, this PDX Development and Trial Centers Research Network image repository provides a valuable resource for controlled digital pathology analysis, both for the evaluation of technical issues and for the development of computational image-based methods that make clinical predictions based on PDX treatment studies. Significance: A pan-cancer repository of >1,000 patient-derived xenograft hematoxylin and eosin-stained images will facilitate cancer biology investigations through histopathologic analysis and contributes important model system data that expand existing human histology repositories.
Collapse
Affiliation(s)
- Brian S. White
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut.
| | - Xing Yi Woo
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut.
- Bioinformatics Institute (BII), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.
| | - Soner Koc
- Velsera, Charlestown, Massachusetts.
| | - Todd Sheridan
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut.
| | | | - Shidan Wang
- University of Texas Southwestern Medical Center, Dallas, Texas.
| | - Yvonne A. Evrard
- Leidos Biomedical Research Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland.
| | - Li Chen
- Leidos Biomedical Research Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland.
| | - Ali Foroughi pour
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut.
| | | | - R. Jay Mashl
- Washington University School of Medicine, St. Louis, Missouri.
| | | | - Bingliang Fang
- University of Texas MD Anderson Cancer Center, Houston, Texas.
| | | | - Kurt W. Evans
- University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Matthew H. Bailey
- Simmons Center for Cancer Research, Brigham Young University, Provo, Utah.
| | - Yeqing Chen
- The Wistar Institute, Philadelphia, Pennsylvania.
| | - Min Xiao
- The Wistar Institute, Philadelphia, Pennsylvania.
| | | | | | | | - Sergii Domanskyi
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut.
| | | | - Maihi Fujita
- Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah.
| | - Junya Fujimoto
- University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Guanghua Xiao
- University of Texas Southwestern Medical Center, Dallas, Texas.
| | - Ryan C. Fields
- Washington University School of Medicine, St. Louis, Missouri.
| | | | - Xiaowei Xu
- The Wistar Institute, Philadelphia, Pennsylvania.
| | | | - Shahanawaz Jiwani
- Leidos Biomedical Research Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland.
| | | | | | | | - Peter N. Robinson
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut.
| | | | | | | | | | | | | | - Alana L. Welm
- Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah.
| | - Bryan E. Welm
- Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah.
| | | | - Shunqiang Li
- Washington University School of Medicine, St. Louis, Missouri.
| | | | - Jack A. Roth
- University of Texas MD Anderson Cancer Center, Houston, Texas.
| | | | - Yang Xie
- University of Texas Southwestern Medical Center, Dallas, Texas.
| | | | - Li Ding
- Washington University School of Medicine, St. Louis, Missouri.
| | | | | | | | - Jeffrey H. Chuang
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut.
| |
Collapse
|
24
|
Hugh JC, Haddon LSJ, Githaka JM. DREAM On, DREAM Off: A Review of the Estrogen Paradox in Luminal A Breast Cancers. Biomedicines 2024; 12:1300. [PMID: 38927507 PMCID: PMC11201522 DOI: 10.3390/biomedicines12061300] [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: 04/28/2024] [Revised: 05/27/2024] [Accepted: 06/08/2024] [Indexed: 06/28/2024] Open
Abstract
It is generally assumed that all estrogen-receptor-positive (ER+) breast cancers proliferate in response to estrogen and, therefore, examples of the estrogen-induced regression of ER+ cancers are paradoxical. This review re-examines the estrogen regression paradox for the Luminal A subtype of ER+ breast cancers. The proliferative response to estrogen is shown to depend on the level of ER. Mechanistically, a window of opportunity study of pre-operative estradiol suggested that with higher levels of ER, estradiol could activate the DREAM-MMB (Dimerization partner, Retinoblastoma-like proteins, E2F4, and MuvB-MYB-MuvB) pathway to decrease proliferation. The response of breast epithelium and the incidence of breast cancers during hormonal variations that occur during the menstrual cycle and at the menopausal transition, respectively, suggest that a single hormone, either estrogen, progesterone or androgen, could activate the DREAM pathway, leading to reversible cell cycle arrest. Conversely, the presence of two hormones could switch the DREAM-MMB complex to a pro-proliferative pathway. Using publicly available data, we examine the gene expression changes after aromatase inhibitors and ICI 182,780 to provide support for the hypothesis. This review suggests that it might be possible to integrate all current hormonal therapies for Luminal A tumors within a single theoretical schema.
Collapse
Affiliation(s)
- Judith C. Hugh
- Department of Laboratory Medicine and Pathology, University of Alberta, 116 St & 85 Ave, Edmonton, AB T6G 2R3, Canada
| | - Lacey S. J. Haddon
- Department of Chemistry, University of Alberta, 116 St & 85 Ave, Edmonton, AB T6G 2R3, Canada;
| | - John Maringa Githaka
- Department of Biochemistry, University of Alberta, 116 St & 85 Ave, Edmonton, AB T6G 2R3, Canada;
| |
Collapse
|
25
|
Mayer EL, Ren Y, Wagle N, Mahtani R, Ma C, DeMichele A, Cristofanilli M, Meisel J, Miller KD, Abdou Y, Riley EC, Qamar R, Sharma P, Reid S, Sinclair N, Faggen M, Block CC, Ko N, Partridge AH, Chen WY, DeMeo M, Attaya V, Okpoebo A, Alberti J, Liu Y, Gauthier E, Burstein HJ, Regan MM, Tolaney SM. PACE: A Randomized Phase II Study of Fulvestrant, Palbociclib, and Avelumab After Progression on Cyclin-Dependent Kinase 4/6 Inhibitor and Aromatase Inhibitor for Hormone Receptor-Positive/Human Epidermal Growth Factor Receptor-Negative Metastatic Breast Cancer. J Clin Oncol 2024; 42:2050-2060. [PMID: 38513188 DOI: 10.1200/jco.23.01940] [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: 09/06/2023] [Revised: 10/31/2023] [Accepted: 12/19/2023] [Indexed: 03/23/2024] Open
Abstract
PURPOSE Cyclin-dependent kinase (CDK) 4/6 inhibitors (CDK4/6is) are an important component of treatment for hormone receptor-positive/human epidermal growth factor receptor 2-negative (HER2-) metastatic breast cancer (MBC), but it is not known if patients might derive benefit from continuation of CDK4/6i with endocrine therapy beyond initial tumor progression or if the addition of checkpoint inhibitor therapy has value in this setting. METHODS The randomized multicenter phase II PACE trial enrolled patients with hormone receptor-positive/HER2- MBC whose disease had progressed on previous CDK4/6i and aromatase inhibitor (AI) therapy. Patients were randomly assigned 1:2:1 to receive fulvestrant (F), fulvestrant plus palbociclib (F + P), or fulvestrant plus palbociclib and avelumab (F + P + A). The primary end point was investigator-assessed progression-free survival (PFS) in patients treated with F versus F + P. RESULTS Overall, 220 patients were randomly assigned between September 2017 and February 2022. The median age was 57 years (range, 25-83 years). Most patients were postmenopausal (80.9%), and 40% were originally diagnosed with de novo MBC. Palbociclib was the most common previous CDK4/6i (90.9%). The median PFS was 4.8 months on F and 4.6 months on F + P (hazard ratio [HR], 1.11 [90% CI, 0.79 to 1.55]; P = .62). The median PFS on F + P + A was 8.1 months (HR v F, 0.75 [90% CI, 0.50 to 1.12]; P = .23). The difference in PFS with F + P and F + P + A versus F was greater among patients with baseline ESR1 and PIK3CA alterations. CONCLUSION The addition of palbociclib to fulvestrant did not improve PFS versus fulvestrant alone among patients with hormone receptor-positive/HER2- MBC whose disease had progressed on a previous CDK4/6i plus AI. The increased PFS seen with the addition of avelumab warrants further investigation in this patient population.
Collapse
Affiliation(s)
- Erica L Mayer
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Yue Ren
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA
| | - Nikhil Wagle
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Reshma Mahtani
- Department of Medical Oncology, Miami Cancer Institute, Miami, FL
| | - Cynthia Ma
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St Louis, MO
| | - Angela DeMichele
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | | | - Jane Meisel
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA
| | - Kathy D Miller
- Hematology/Oncology Division, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN
| | - Yara Abdou
- Department of Medicine, University of North Carolina Lineberger Comprehensive Cancer Center, Chapel Hill, NC
| | - Elizabeth C Riley
- Department of Medicine, Brown Cancer Center, University of Louisville Health, Louisville, KY
| | | | - Priyanka Sharma
- Department of Medical Oncology, University of Kansas Medical Center, Westwood, KS
| | - Sonya Reid
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN
| | - Natalie Sinclair
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Meredith Faggen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Caroline C Block
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Naomi Ko
- Department of Medical Oncology, Boston Medical Center, Boston, MA
| | - Ann H Partridge
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Wendy Y Chen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Michelle DeMeo
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Victoria Attaya
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Amanda Okpoebo
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Jillian Alberti
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | | | | | - Harold J Burstein
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Meredith M Regan
- Harvard Medical School, Boston, MA
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA
| | - Sara M Tolaney
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| |
Collapse
|
26
|
Guo Z, Luo J, Mashl RJ, Hoog J, Maiti P, Fettig N, Davies SR, Aft R, Held JM, Govindan R, Ding L, Li S, von Morze C, Wulf GM, Shoghi KI, Ma CX. Evaluation of Copanlisib in Combination with Eribulin in Triple-negative Breast Cancer Patient-derived Xenograft Models. CANCER RESEARCH COMMUNICATIONS 2024; 4:1430-1440. [PMID: 38717161 PMCID: PMC11152037 DOI: 10.1158/2767-9764.crc-24-0047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2024] [Revised: 05/01/2024] [Accepted: 05/03/2024] [Indexed: 05/22/2024]
Abstract
The PI3K pathway regulates essential cellular functions and promotes chemotherapy resistance. Activation of PI3K pathway signaling is commonly observed in triple-negative breast cancer (TNBC). However previous studies that combined PI3K pathway inhibitors with taxane regimens have yielded inconsistent results. We therefore set out to examine whether the combination of copanlisib, a clinical grade pan-PI3K inhibitor, and eribulin, an antimitotic chemotherapy approved for taxane-resistant metastatic breast cancer, improves the antitumor effect in TNBC. A panel of eight TNBC patient-derived xenograft (PDX) models was tested for tumor growth response to copanlisib and eribulin, alone or in combination. Treatment-induced signaling changes were examined by reverse phase protein array, immunohistochemistry (IHC) and 18F-fluorodeoxyglucose PET (18F-FDG PET). Compared with each drug alone, the combination of eribulin and copanlisib led to enhanced tumor growth inhibition, which was observed in both eribulin-sensitive and -resistant TNBC PDX models, regardless of PI3K pathway alterations or PTEN status. Copanlisib reduced PI3K signaling and enhanced eribulin-induced mitotic arrest. The combination enhanced induction of apoptosis compared with each drug alone. Interestingly, eribulin upregulated PI3K pathway signaling in PDX tumors, as demonstrated by increased tracer uptake by 18F-FDG PET scan and AKT phosphorylation by IHC. These changes were inhibited by the addition of copanlisib. These data support further clinical development for the combination of copanlisib and eribulin and led to a phase I/II trial of copanlisib and eribulin in patients with metastatic TNBC. SIGNIFICANCE In this research, we demonstrated that the pan-PI3K inhibitor copanlisib enhanced the cytotoxicity of eribulin in a panel of TNBC PDX models. The improved tumor growth inhibition was irrespective of PI3K pathway alteration and was corroborated by the enhanced mitotic arrest and apoptotic induction observed in PDX tumors after combination therapy compared with each drug alone. These data provide the preclinical rationale for the clinical testing in TNBC.
Collapse
Affiliation(s)
- Zhanfang Guo
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Jingqin Luo
- Division of Public Health Science, Siteman Cancer Center Biostatistics Core, Washington University School of Medicine, St. Louis, Missouri
| | - R. Jay Mashl
- Department of Medicine, McDonnell Genome Institute, Siteman Cancer Center, Washington University School of Medicine, St. Louis, Missouri
| | - Jeremy Hoog
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Piyush Maiti
- Mallinckrodt Institute of Radiology, St. Louis, Missouri
| | - Nikki Fettig
- Mallinckrodt Institute of Radiology, St. Louis, Missouri
| | - Sherri R. Davies
- Department of Surgery, Washington University School of Medicine, St. Louis, Missouri
| | - Rebecca Aft
- Department of Surgery, Washington University School of Medicine, St. Louis, Missouri
| | - Jason M. Held
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Ramaswamy Govindan
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Li Ding
- Department of Medicine, McDonnell Genome Institute, Siteman Cancer Center, Washington University School of Medicine, St. Louis, Missouri
| | - Shunqiang Li
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
| | | | - Gerburg M. Wulf
- Department of Medicine and Cancer Research Institute, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | | | - Cynthia X. Ma
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
| |
Collapse
|
27
|
Keenan JC, Medford AJ, Dai CS, Wander SA, Spring LM, Bardia A. Novel oral selective estrogen receptor degraders (SERDs) to target hormone receptor positive breast cancer: elacestrant as the poster-child. Expert Rev Anticancer Ther 2024; 24:397-405. [PMID: 38642015 DOI: 10.1080/14737140.2024.2346188] [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: 10/11/2023] [Accepted: 04/18/2024] [Indexed: 04/22/2024]
Abstract
INTRODUCTION Estrogen receptor positive (ER+) breast cancer is the most common breast cancer subtype, and therapeutic management relies primarily on inhibiting ER signaling. In the metastatic setting, ER signaling is typically targeted by selective estrogen receptor degraders (SERDs) or aromatase inhibitors (AIs), the latter of which prevent estrogen production. Activating ESR1 mutations are among the most common emergent breast cancer mutations and confer resistance to AIs. AREAS COVERED Until 2023, fulvestrant was the only approved SERD; fulvestrant is administered intramuscularly, and in some cases may also have limited efficacy in the setting of certain ESR1 mutations. In 2023, the first oral SERD, elacestrant, was approved for use in ESR1-mutated, ER+/HER2- advanced breast cancer and represents a new class of therapeutic options. While the initial approval was as monotherapy, ongoing studies are evaluating elacestrant (as well as other oral SERDs) in combination with other therapies including CDK4/6 inhibitors and PI3K inhibitors, which parallels the current combination uses of fulvestrant. EXPERT OPINION Elacestrant's recent approval sheds light on the use of biomarkers such as ESR1 to gauge a tumor's endocrine sensitivity. Ongoing therapeutic and correlative biomarker studies will offer new insight and expanding treatment options for patients with advanced breast cancer.
Collapse
Affiliation(s)
- Jennifer C Keenan
- Division of Medical Oncology, Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Arielle J Medford
- Division of Medical Oncology, Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Charles S Dai
- Division of Medical Oncology, Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Seth A Wander
- Division of Medical Oncology, Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Laura M Spring
- Division of Medical Oncology, Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Aditya Bardia
- Division of Medical Oncology, Massachusetts General Hospital Cancer Center, Boston, MA, USA
| |
Collapse
|
28
|
Boyer JA, Sharma M, Dorso MA, Mai N, Amor C, Reiter JM, Kannan R, Gadal S, Xu J, Miele M, Li Z, Chen X, Chang Q, Pareja F, Worland S, Warner D, Sperry S, Chiang GG, Thompson PA, Yang G, Ouerfelli O, de Stanchina E, Wendel HG, Rosen EY, Chandarlapaty S, Rosen N. eIF4A controls translation of estrogen receptor alpha and is a therapeutic target in advanced breast cancer. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.08.593195. [PMID: 38766126 PMCID: PMC11100762 DOI: 10.1101/2024.05.08.593195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2024]
Abstract
The majority of human breast cancers are dependent on hormone-stimulated estrogen receptor alpha (ER) and are sensitive to its inhibition. Treatment resistance arises in most advanced cancers due to genetic alterations that promote ligand independent activation of ER itself or ER target genes. Whereas re-targeting of the ER ligand binding domain (LBD) with newer ER antagonists can work in some cases, these drugs are largely ineffective in many genetic backgrounds including ER fusions that lose the LBD or in cancers that hyperactivate ER targets. By identifying the mechanism of ER translation, we herein present an alternative strategy to target ER and difficult to treat ER variants. We find that ER translation is cap-independent and mTOR inhibitor insensitive, but dependent on 5' UTR elements and sensitive to pharmacologic inhibition of the translation initiation factor eIF4A, an mRNA helicase. EIF4A inhibition rapidly reduces expression of ER and short-lived targets of ER such as cyclin D1 and other components of the cyclin D-CDK complex in breast cancer cells. These effects translate into suppression of growth of a variety of ligand-independent breast cancer models including those driven by ER fusion proteins that lack the ligand binding site. The efficacy of eIF4A inhibition is enhanced when it is combined with fulvestrant-an ER degrader. Concomitant inhibition of ER synthesis and induction of its degradation causes synergistic and durable inhibition of ER expression and tumor growth. The clinical importance of these findings is confirmed by results of an early clinical trial (NCT04092673) of the selective eIF4A inhibitor zotatifin in patients with estrogen receptor positive metastatic breast cancer. Multiple clinical responses have been observed on combination therapy including durable regressions. These data suggest that eIF4A inhibition could be a useful new strategy for treating advanced ER+ breast cancer.
Collapse
Affiliation(s)
- Jacob A. Boyer
- Louis V. Gerstner Jr. Graduate School of Biomedical Sciences, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
- Program in Molecular Pharmacology, Department of Medicine, Memorial Sloan-Kettering Cancer Center (MSKCC), New York, NY, USA
- Ludwig Institute for Cancer Research, Princeton University, Princeton, NJ, USA
| | - Malvika Sharma
- Program in Molecular Pharmacology, Department of Medicine, Memorial Sloan-Kettering Cancer Center (MSKCC), New York, NY, USA
| | - Madeline A. Dorso
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Nicholas Mai
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Corina Amor
- Louis V. Gerstner Jr. Graduate School of Biomedical Sciences, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
- Department of Cancer Biology and Genetics, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jason M. Reiter
- Program in Molecular Pharmacology, Department of Medicine, Memorial Sloan-Kettering Cancer Center (MSKCC), New York, NY, USA
| | - Ram Kannan
- Department of Cancer Biology and Genetics, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sunyana Gadal
- Program in Molecular Pharmacology, Department of Medicine, Memorial Sloan-Kettering Cancer Center (MSKCC), New York, NY, USA
| | - Jianing Xu
- Program in Molecular Pharmacology, Department of Medicine, Memorial Sloan-Kettering Cancer Center (MSKCC), New York, NY, USA
| | - Matthew Miele
- Microchemistry and Proteomics Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Zhuoning Li
- Microchemistry and Proteomics Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Xiaoping Chen
- Antitumor Assessment Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY 11065, USA
| | - Qing Chang
- Antitumor Assessment Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY 11065, USA
| | - Fresia Pareja
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Stephan Worland
- Department of Cancer Biology, eFFECTOR Therapeutics, Inc., San Diego, CA, United States
| | - Douglas Warner
- Department of Cancer Biology, eFFECTOR Therapeutics, Inc., San Diego, CA, United States
| | - Sam Sperry
- Department of Cancer Biology, eFFECTOR Therapeutics, Inc., San Diego, CA, United States
| | - Gary G. Chiang
- Department of Cancer Biology, eFFECTOR Therapeutics, Inc., San Diego, CA, United States
| | - Peggy A. Thompson
- Department of Cancer Biology, eFFECTOR Therapeutics, Inc., San Diego, CA, United States
| | - Guangli Yang
- The Organic Synthesis Core Facility, MSK, New York, NY, USA
| | | | - Elisa de Stanchina
- Antitumor Assessment Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY 11065, USA
| | - Hans-Guido Wendel
- Department of Cancer Biology and Genetics, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ezra Y. Rosen
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sarat Chandarlapaty
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Neal Rosen
- Program in Molecular Pharmacology, Department of Medicine, Memorial Sloan-Kettering Cancer Center (MSKCC), New York, NY, USA
| |
Collapse
|
29
|
Khan MM, Yalamarty SSK, Rajmalani BA, Filipczak N, Torchilin VP. Recent strategies to overcome breast cancer resistance. Crit Rev Oncol Hematol 2024; 197:104351. [PMID: 38615873 DOI: 10.1016/j.critrevonc.2024.104351] [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: 01/23/2023] [Revised: 01/24/2024] [Accepted: 04/10/2024] [Indexed: 04/16/2024] Open
Abstract
Breast cancer is potentially a lethal disease and a leading cause of death in women. Chemotherapy and radiotherapy are the most frequently used treatment options. Drug resistance in advanced breast cancer limits the therapeutic output of treatment. The leading cause of resistance in breast cancer is endocrine and hormonal imbalance, particularly in triple negative and HER2 positive breast cancers. The efflux of drugs due to p-gp's activity is another leading cause of resistance. Breast cancer resistant protein also contributes significantly. Strategies used to combat resistance include the use of nanoparticles to target drug delivery by co-delivery of chemotherapeutic drugs and genes (siRNA and miRNA) that help to down-regulate genes causing resistance. The siRNA is specific and effectively silences p-gp and other proteins causing resistance. The use of chemosensitizers is also effective in overcoming resistance. Chemo-sensitizers sensitize cancer cells to the effects of chemotherapeutic drugs. Novel anti-neoplastic agents such as antibody-drug conjugates and mesenchymal stem cells are also effective tools used to improve the therapeutic response in breast cancer. Similarly, combination of photo/thermal ablation with chemotherapy can act to overcome breast cancer resistance. In this review, we focus on the mechanism of breast cancer resistance and the nanoparticle-based strategies used to combat resistance in breast cancer.
Collapse
Affiliation(s)
- Muhammad Muzamil Khan
- Center of Nanomedicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | | | - Bharat Ashok Rajmalani
- Center for Pharmaceutical Biotechnology and Nanomedicine, Northeastern University, Boston, MA 02115, USA
| | - Nina Filipczak
- Center for Pharmaceutical Biotechnology and Nanomedicine, Northeastern University, Boston, MA 02115, USA
| | - Vladimir P Torchilin
- Center for Pharmaceutical Biotechnology and Nanomedicine, Northeastern University, Boston, MA 02115, USA; Department of Chemical Engineering, Northeastern University, Boston, MA 02115, USA.
| |
Collapse
|
30
|
Toska E. Epigenetic mechanisms of cancer progression and therapy resistance in estrogen-receptor (ER+) breast cancer. Biochim Biophys Acta Rev Cancer 2024; 1879:189097. [PMID: 38518961 DOI: 10.1016/j.bbcan.2024.189097] [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: 01/08/2024] [Revised: 03/16/2024] [Accepted: 03/19/2024] [Indexed: 03/24/2024]
Abstract
Estrogen receptor-positive (ER+) breast cancer is the most frequent breast cancer subtype. Agents targeting the ER signaling pathway have been successful in reducing mortality from breast cancer for decades. However, mechanisms of resistance to these treatments arise, especially in the metastatic setting. Recently, it has been recognized that epigenetic dysregulation is a common feature that facilitates the acquisition of cancer hallmarks across cancer types, including ER+ breast cancer. Alterations in epigenetic regulators and transcription factors (TF) coupled with changes to the chromatin landscape have been found to orchestrate breast oncogenesis, metastasis, and the development of a resistant phenotype. Here, we review recent advances in our understanding of how the epigenome dictates breast cancer tumorigenesis and resistance to targeted therapies and discuss novel therapeutic interventions for overcoming resistance.
Collapse
Affiliation(s)
- Eneda Toska
- Sidney Kimmel Comprehensive Cancer Center and Department of Oncology, Johns Hopkins University, Baltimore, MD, USA; Department of Biochemistry and Molecular Biology, Johns Hopkins School of Public Health, Baltimore, MD, USA.
| |
Collapse
|
31
|
Hancock GR, Gertz J, Jeselsohn R, Fanning SW. Estrogen Receptor Alpha Mutations, Truncations, Heterodimers, and Therapies. Endocrinology 2024; 165:bqae051. [PMID: 38643482 PMCID: PMC11075793 DOI: 10.1210/endocr/bqae051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 04/02/2024] [Accepted: 04/17/2024] [Indexed: 04/23/2024]
Abstract
Annual breast cancer (BCa) deaths have declined since its apex in 1989 concomitant with widespread adoption of hormone therapies that target estrogen receptor alpha (ERα), the prominent nuclear receptor expressed in ∼80% of BCa. However, up to ∼50% of patients who are ER+ with high-risk disease experience post endocrine therapy relapse and metastasis to distant organs. The vast majority of BCa mortality occurs in this setting, highlighting the inadequacy of current therapies. Genomic abnormalities to ESR1, the gene encoding ERα, emerge under prolonged selective pressure to enable endocrine therapy resistance. These genetic lesions include focal gene amplifications, hotspot missense mutations in the ligand binding domain, truncations, fusions, and complex interactions with other nuclear receptors. Tumor cells utilize aberrant ERα activity to proliferate, spread, and evade therapy in BCa as well as other cancers. Cutting edge studies on ERα structural and transcriptional relationships are being harnessed to produce new therapies that have shown benefits in patients with ESR1 hotspot mutations. In this review we discuss the history of ERα, current research unlocking unknown aspects of ERα signaling including the structural basis for receptor antagonism, and future directions of ESR1 investigation. In addition, we discuss the development of endocrine therapies from their inception to present day and survey new avenues of drug development to improve pharmaceutical profiles, targeting, and efficacy.
Collapse
Affiliation(s)
- Govinda R Hancock
- Department of Cancer Biology, Loyola University Chicago Stritch School of Medicine, Maywood, IL 60513, USA
| | - Jason Gertz
- Department of Oncological Sciences, Huntsman Cancer Center, University of Utah, Salt Lake City, UT 84112, USA
| | - Rinath Jeselsohn
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA 02215, USA
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Sean W Fanning
- Department of Cancer Biology, Loyola University Chicago Stritch School of Medicine, Maywood, IL 60513, USA
| |
Collapse
|
32
|
Hattori M, Serelli-Lee V, Naito Y, Yamanaka T, Yasojima H, Nakamura R, Fujisawa T, Imai M, Nakamura Y, Bando H, Kawaguchi T, Yoshino T, Iwata H. Genomic Landscape of Circulating Tumor DNA in Patients With Hormone Receptor-Positive/Human Epidermal Growth Factor Receptor-2-Negative Metastatic Breast Cancer Treated With Abemaciclib: Data From the SCRUM-Japan Cancer Genome Screening Project. JCO Precis Oncol 2024; 8:e2300647. [PMID: 38635933 PMCID: PMC11161242 DOI: 10.1200/po.23.00647] [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: 11/21/2023] [Revised: 02/13/2024] [Accepted: 03/05/2024] [Indexed: 04/20/2024] Open
Abstract
PURPOSE To understand the mutational landscape of circulating tumor DNA (ctDNA) and tumor tissue of patients with hormone receptor-positive (HR+), human epidermal growth factor receptor-2-negative (HER2-) metastatic breast cancer (MBC) treated with abemaciclib + endocrine therapy (ET). METHODS Blood samples for ctDNA and/or tissue samples were collected from abemaciclib-treated patients with HR+/HER2- MBC enrolled in the SCRUM-Japan MONSTAR-SCREEN project. Blood samples were collected before abemaciclib initiation (baseline) and at disease progression/abemaciclib discontinuation (post abemaciclib treatment). Clinical and genomic characteristics including neoplastic burden (measured by shedding rate and maximum variant allele frequency [VAF]) were assessed at baseline. Genomic alterations in ctDNA were compared in paired baseline and post abemaciclib treatment samples. RESULTS All patients (N = 97) were female (median age, 57 years [IQR, 50-67]). In baseline ctDNA (n = 77), PIK3CA (37%), TP53 (28%), ESR1 (16%), and GATA3 (11%) were the most frequently mutated genes. Baseline tissue samples (n = 79) showed similar alteration frequencies. Among patients with baseline ctDNA data, 30% had received previous ET. ESR1 alteration frequency (35% v 8%; P < .01), median shedding rate (3 v 2), and maximum somatic VAF (4 v 0.8; both P < .05) were significantly higher in ctDNA from patients with previous ET than those without previous ET. In paired ctDNA samples (n = 33), PIK3CA and ESR1 alteration frequencies were higher after abemaciclib treatment than at baseline, though not statistically significant. Among the post-treatment alterations, those newly acquired were detected most frequently in FGF3/4/19 (18%); PIK3CA, TP53, CCND1, and RB1 (all 15%); and ESR1 (12%). CONCLUSION We summarized the ctDNA and cancer tissue mutational landscape, including overall neoplastic burden and PIK3CA and ESR1 hotspot mutations in abemaciclib-treated patients with HR+/HER2- MBC. The data provide insights that could help optimize treatment strategies in this population.
Collapse
Affiliation(s)
| | | | - Yoichi Naito
- National Cancer Center Hospital East, Chiba, Japan
| | | | - Hiroyuki Yasojima
- National Hospital Organization Osaka National Hospital, Osaka, Japan
| | | | | | - Mitsuho Imai
- National Cancer Center Hospital East, Chiba, Japan
| | | | | | | | | | | |
Collapse
|
33
|
Ueda S, Tanaka T, Hirosuna K, Miyamoto S, Murakami H, Nishie R, Tsuchihashi H, Toji A, Morita N, Hashida S, Daimon A, Terada S, Maruoka H, Kogata Y, Taniguchi K, Komura K, Ohmichi M. Consistency between Primary Uterine Corpus Malignancies and Their Corresponding Patient-Derived Xenograft Models. Int J Mol Sci 2024; 25:1486. [PMID: 38338763 PMCID: PMC10855170 DOI: 10.3390/ijms25031486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 01/23/2024] [Accepted: 01/23/2024] [Indexed: 02/12/2024] Open
Abstract
Patient-derived xenograft (PDX) models retain the characteristics of tumors and are useful tools for personalized therapy and translational research. In this study, we aimed to establish PDX models for uterine corpus malignancies (UC-PDX) and analyze their similarities. Tissue fragments obtained from 92 patients with uterine corpus malignancies were transplanted subcutaneously into immunodeficient mice. Histological and immunohistochemical analyses were performed to compare tumors of patients with PDX tumors. DNA and RNA sequencing were performed to validate the genetic profile. Furthermore, the RNA in extracellular vesicles (EVs) extracted from primary and PDX tumors was analyzed. Among the 92 cases, 52 UC-PDX models were established, with a success rate of 56.5%. The success rate depended on tumor histology and staging. The pathological and immunohistochemical features of primary and PDX tumors were similar. DNA sequencing revealed similarities in gene mutations between the primary and PDX tumors. RNA sequencing showed similarities in gene expressions between primary and PDX tumors. Furthermore, the RNA profiles of the EVs obtained from primary and PDX tumors were similar. As UC-PDX retained the pathological and immunohistochemical features and gene profiles of primary tumors, they may provide a platform for developing personalized medicine and translational research.
Collapse
Affiliation(s)
- Shoko Ueda
- Department of Obstetrics and Gynecology, Educational Foundation of Osaka Medical and Pharmaceutical University, 2-7 Daigakumachi, Takatsuki 569-8686, Osaka, Japan; (S.U.); (S.M.); (H.M.); (R.N.); (H.T.); (A.T.); (N.M.); (S.H.); (A.D.); (S.T.); (H.M.); (Y.K.); (M.O.)
| | - Tomohito Tanaka
- Department of Obstetrics and Gynecology, Educational Foundation of Osaka Medical and Pharmaceutical University, 2-7 Daigakumachi, Takatsuki 569-8686, Osaka, Japan; (S.U.); (S.M.); (H.M.); (R.N.); (H.T.); (A.T.); (N.M.); (S.H.); (A.D.); (S.T.); (H.M.); (Y.K.); (M.O.)
- Center for Medical Research & Development, Division of Translational Research, Osaka Medical and Pharmaceutical University, 2-7 Daigakumachi, Takatsuki 569-8686, Osaka, Japan; (K.T.); (K.K.)
| | - Kensuke Hirosuna
- Department of Regenerative Science, Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, 2-5-1 Shikatachou, Kita-ku, Okayama 700-8558, Okayama, Japan;
| | - Shunsuke Miyamoto
- Department of Obstetrics and Gynecology, Educational Foundation of Osaka Medical and Pharmaceutical University, 2-7 Daigakumachi, Takatsuki 569-8686, Osaka, Japan; (S.U.); (S.M.); (H.M.); (R.N.); (H.T.); (A.T.); (N.M.); (S.H.); (A.D.); (S.T.); (H.M.); (Y.K.); (M.O.)
- Center for Medical Research & Development, Division of Translational Research, Osaka Medical and Pharmaceutical University, 2-7 Daigakumachi, Takatsuki 569-8686, Osaka, Japan; (K.T.); (K.K.)
| | - Hikaru Murakami
- Department of Obstetrics and Gynecology, Educational Foundation of Osaka Medical and Pharmaceutical University, 2-7 Daigakumachi, Takatsuki 569-8686, Osaka, Japan; (S.U.); (S.M.); (H.M.); (R.N.); (H.T.); (A.T.); (N.M.); (S.H.); (A.D.); (S.T.); (H.M.); (Y.K.); (M.O.)
| | - Ruri Nishie
- Department of Obstetrics and Gynecology, Educational Foundation of Osaka Medical and Pharmaceutical University, 2-7 Daigakumachi, Takatsuki 569-8686, Osaka, Japan; (S.U.); (S.M.); (H.M.); (R.N.); (H.T.); (A.T.); (N.M.); (S.H.); (A.D.); (S.T.); (H.M.); (Y.K.); (M.O.)
| | - Hiromitsu Tsuchihashi
- Department of Obstetrics and Gynecology, Educational Foundation of Osaka Medical and Pharmaceutical University, 2-7 Daigakumachi, Takatsuki 569-8686, Osaka, Japan; (S.U.); (S.M.); (H.M.); (R.N.); (H.T.); (A.T.); (N.M.); (S.H.); (A.D.); (S.T.); (H.M.); (Y.K.); (M.O.)
| | - Akihiko Toji
- Department of Obstetrics and Gynecology, Educational Foundation of Osaka Medical and Pharmaceutical University, 2-7 Daigakumachi, Takatsuki 569-8686, Osaka, Japan; (S.U.); (S.M.); (H.M.); (R.N.); (H.T.); (A.T.); (N.M.); (S.H.); (A.D.); (S.T.); (H.M.); (Y.K.); (M.O.)
| | - Natsuko Morita
- Department of Obstetrics and Gynecology, Educational Foundation of Osaka Medical and Pharmaceutical University, 2-7 Daigakumachi, Takatsuki 569-8686, Osaka, Japan; (S.U.); (S.M.); (H.M.); (R.N.); (H.T.); (A.T.); (N.M.); (S.H.); (A.D.); (S.T.); (H.M.); (Y.K.); (M.O.)
| | - Sousuke Hashida
- Department of Obstetrics and Gynecology, Educational Foundation of Osaka Medical and Pharmaceutical University, 2-7 Daigakumachi, Takatsuki 569-8686, Osaka, Japan; (S.U.); (S.M.); (H.M.); (R.N.); (H.T.); (A.T.); (N.M.); (S.H.); (A.D.); (S.T.); (H.M.); (Y.K.); (M.O.)
| | - Atsushi Daimon
- Department of Obstetrics and Gynecology, Educational Foundation of Osaka Medical and Pharmaceutical University, 2-7 Daigakumachi, Takatsuki 569-8686, Osaka, Japan; (S.U.); (S.M.); (H.M.); (R.N.); (H.T.); (A.T.); (N.M.); (S.H.); (A.D.); (S.T.); (H.M.); (Y.K.); (M.O.)
| | - Shinichi Terada
- Department of Obstetrics and Gynecology, Educational Foundation of Osaka Medical and Pharmaceutical University, 2-7 Daigakumachi, Takatsuki 569-8686, Osaka, Japan; (S.U.); (S.M.); (H.M.); (R.N.); (H.T.); (A.T.); (N.M.); (S.H.); (A.D.); (S.T.); (H.M.); (Y.K.); (M.O.)
| | - Hiroshi Maruoka
- Department of Obstetrics and Gynecology, Educational Foundation of Osaka Medical and Pharmaceutical University, 2-7 Daigakumachi, Takatsuki 569-8686, Osaka, Japan; (S.U.); (S.M.); (H.M.); (R.N.); (H.T.); (A.T.); (N.M.); (S.H.); (A.D.); (S.T.); (H.M.); (Y.K.); (M.O.)
| | - Yuhei Kogata
- Department of Obstetrics and Gynecology, Educational Foundation of Osaka Medical and Pharmaceutical University, 2-7 Daigakumachi, Takatsuki 569-8686, Osaka, Japan; (S.U.); (S.M.); (H.M.); (R.N.); (H.T.); (A.T.); (N.M.); (S.H.); (A.D.); (S.T.); (H.M.); (Y.K.); (M.O.)
| | - Kohei Taniguchi
- Center for Medical Research & Development, Division of Translational Research, Osaka Medical and Pharmaceutical University, 2-7 Daigakumachi, Takatsuki 569-8686, Osaka, Japan; (K.T.); (K.K.)
| | - Kazumasa Komura
- Center for Medical Research & Development, Division of Translational Research, Osaka Medical and Pharmaceutical University, 2-7 Daigakumachi, Takatsuki 569-8686, Osaka, Japan; (K.T.); (K.K.)
| | - Masahide Ohmichi
- Department of Obstetrics and Gynecology, Educational Foundation of Osaka Medical and Pharmaceutical University, 2-7 Daigakumachi, Takatsuki 569-8686, Osaka, Japan; (S.U.); (S.M.); (H.M.); (R.N.); (H.T.); (A.T.); (N.M.); (S.H.); (A.D.); (S.T.); (H.M.); (Y.K.); (M.O.)
| |
Collapse
|
34
|
Saltzman AB, Chan DW, Holt MV, Wang J, Jaehnig EJ, Anurag M, Singh P, Malovannaya A, Kim BJ, Ellis MJ. Kinase inhibitor pulldown assay (KiP) for clinical proteomics. Clin Proteomics 2024; 21:3. [PMID: 38225548 PMCID: PMC10790396 DOI: 10.1186/s12014-023-09448-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 12/07/2023] [Indexed: 01/17/2024] Open
Abstract
Protein kinases are frequently dysregulated and/or mutated in cancer and represent essential targets for therapy. Accurate quantification is essential. For breast cancer treatment, the identification and quantification of the protein kinase ERBB2 is critical for therapeutic decisions. While immunohistochemistry (IHC) is the current clinical diagnostic approach, it is only semiquantitative. Mass spectrometry-based proteomics offers quantitative assays that, unlike IHC, can be used to accurately evaluate hundreds of kinases simultaneously. The enrichment of less abundant kinase targets for quantification, along with depletion of interfering proteins, improves sensitivity and thus promotes more effective downstream analyses. Multiple kinase inhibitors were therefore deployed as a capture matrix for kinase inhibitor pulldown (KiP) assays designed to profile the human protein kinome as broadly as possible. Optimized assays were initially evaluated in 16 patient derived xenograft models (PDX) where KiP identified multiple differentially expressed and biologically relevant kinases. From these analyses, an optimized single-shot parallel reaction monitoring (PRM) method was developed to improve quantitative fidelity. The PRM KiP approach was then reapplied to low quantities of proteins typical of yields from core needle biopsies of human cancers. The initial prototype targeting 100 kinases recapitulated intrinsic subtyping of PDX models obtained from comprehensive proteomic and transcriptomic profiling. Luminal and HER2 enriched OCT-frozen patient biopsies subsequently analyzed through KiP-PRM also clustered by subtype. Finally, stable isotope labeled peptide standards were developed to define a prototype clinical method. Data are available via ProteomeXchange with identifiers PXD044655 and PXD046169.
Collapse
Affiliation(s)
- Alexander B Saltzman
- Mass Spectrometry Proteomics Core, Advanced Technology Cores, Baylor College of Medicine, Houston, TX, USA
| | - Doug W Chan
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA
- MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Matthew V Holt
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Junkai Wang
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Eric J Jaehnig
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Meenakshi Anurag
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Purba Singh
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA
- Johnson & Johnson, Springhouse, PA, USA
| | - Anna Malovannaya
- Mass Spectrometry Proteomics Core, Advanced Technology Cores, Baylor College of Medicine, Houston, TX, USA
- Department of Biochemistry and Molecular Pharmacology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Beom-Jun Kim
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA.
- AstraZeneca, Gaithersburg, MD, 20878, USA.
| | - Matthew J Ellis
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA.
| |
Collapse
|
35
|
Lewis GD, Li G, Guo J, Yu SF, Fields CT, Lee G, Zhang D, Dragovich PS, Pillow T, Wei B, Sadowsky J, Leipold D, Wilson T, Kamath A, Mamounas M, Lee MV, Saad O, Choeurng V, Ungewickell A, Monemi S, Crocker L, Kalinsky K, Modi S, Jung KH, Hamilton E, LoRusso P, Krop I, Schutten MM, Commerford R, Sliwkowski MX, Cho E. The HER2-directed antibody-drug conjugate DHES0815A in advanced and/or metastatic breast cancer: preclinical characterization and phase 1 trial results. Nat Commun 2024; 15:466. [PMID: 38212321 PMCID: PMC10784567 DOI: 10.1038/s41467-023-44533-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Accepted: 12/14/2023] [Indexed: 01/13/2024] Open
Abstract
Approved antibody-drug conjugates (ADCs) for HER2-positive breast cancer include trastuzumab emtansine and trastuzumab deruxtecan. To develop a differentiated HER2 ADC, we chose an antibody that does not compete with trastuzumab or pertuzumab for binding, conjugated to a reduced potency PBD (pyrrolobenzodiazepine) dimer payload. PBDs are potent cytotoxic agents that alkylate and cross-link DNA. In our study, the PBD dimer is modified to alkylate, but not cross-link DNA. This HER2 ADC, DHES0815A, demonstrates in vivo efficacy in models of HER2-positive and HER2-low cancers and is well-tolerated in cynomolgus monkey safety studies. Mechanisms of action include induction of DNA damage and apoptosis, activity in non-dividing cells, and bystander activity. A dose-escalation study (ClinicalTrials.gov: NCT03451162) in patients with HER2-positive metastatic breast cancer, with the primary objective of evaluating the safety and tolerability of DHES0815A and secondary objectives of characterizing the pharmacokinetics, objective response rate, duration of response, and formation of anti-DHES0815A antibodies, is reported herein. Despite early signs of anti-tumor activity, patients at higher doses develop persistent, non-resolvable dermal, ocular, and pulmonary toxicities, which led to early termination of the phase 1 trial.
Collapse
Affiliation(s)
- Gail D Lewis
- Discovery Oncology, Genentech, South San Francisco, CA, USA.
| | - Guangmin Li
- Discovery Oncology, Genentech, South San Francisco, CA, USA
| | - Jun Guo
- Discovery Oncology, Genentech, South San Francisco, CA, USA
| | - Shang-Fan Yu
- Translational Oncology, Genentech, South San Francisco, CA, USA
| | | | - Genee Lee
- Translational Oncology, Genentech, South San Francisco, CA, USA
| | | | | | - Thomas Pillow
- Discovery Chemistry, Genentech, South San Francisco, CA, USA
| | - BinQing Wei
- Computational Chemistry, Genentech, South San Francisco, CA, USA
| | - Jack Sadowsky
- Protein Chemistry, Genentech, South San Francisco, CA, USA
- Carmot Therapeutics, Berkeley, CA, USA
| | - Douglas Leipold
- Preclinical and Translational Pharmacokinetics, Genentech, South San Francisco, CA, USA
| | - Tim Wilson
- Oncology Biomarker Development, Genentech, South San Francisco, CA, USA
| | - Amrita Kamath
- Preclinical and Translational Pharmacokinetics, Genentech, South San Francisco, CA, USA
| | - Michael Mamounas
- Project Team Leadership, Oncology, Genentech, South San Francisco, CA, USA
| | - M Violet Lee
- Bioanalytical Sciences, Genentech, South San Francisco, CA, USA
| | - Ola Saad
- Bioanalytical Sciences, Genentech, South San Francisco, CA, USA
| | | | | | - Sharareh Monemi
- Early Clinical Development, Oncology, Genentech, South San Francisco, CA, USA
| | - Lisa Crocker
- Translational Oncology, Genentech, South San Francisco, CA, USA
| | - Kevin Kalinsky
- Winship Cancer Institute at Emory University, Atlanta, GA, USA
| | - Shanu Modi
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kyung Hae Jung
- Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Erika Hamilton
- Sarah Cannon Research Institute/Tennessee Oncology, Nashville, TN, USA
| | | | - Ian Krop
- Yale Cancer Center, Yale University, New Haven, CT, USA
| | - Melissa M Schutten
- Safety Assessment Pathology, Genentech, South San Francisco, CA, USA
- SeaGen, South San Francisco, CA, USA
| | - Renee Commerford
- Early Clinical Development, Oncology, Genentech, South San Francisco, CA, USA
- Gilead Sciences, Foster City, CA, USA
| | | | - Eunpi Cho
- Early Clinical Development, Oncology, Genentech, South San Francisco, CA, USA
| |
Collapse
|
36
|
Joisa CU, Chen KA, Beville S, Stuhlmiller T, Berginski ME, Okumu D, Golitz BT, East MP, Johnson GL, Gomez SM. Combined kinome inhibition states are predictive of cancer cell line sensitivity to kinase inhibitor combination therapies. PACIFIC SYMPOSIUM ON BIOCOMPUTING. PACIFIC SYMPOSIUM ON BIOCOMPUTING 2024; 29:276-290. [PMID: 38160286 PMCID: PMC11413988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 01/03/2024]
Abstract
Protein kinases are a primary focus in targeted therapy development for cancer, owing to their role as regulators in nearly all areas of cell life. Recent strategies targeting the kinome with combination therapies have shown promise, such as trametinib and dabrafenib in advanced melanoma, but empirical design for less characterized pathways remains a challenge. Computational combination screening is an attractive alternative, allowing in-silico filtering prior to experimental testing of drastically fewer leads, increasing efficiency and effectiveness of drug development pipelines. In this work, we generated combined kinome inhibition states of 40,000 kinase inhibitor combinations from kinobeads-based kinome profiling across 64 doses. We then integrated these with transcriptomics from CCLE to build machine learning models with elastic-net feature selection to predict cell line sensitivity across nine cancer types, with accuracy R2 ∼ 0.75-0.9. We then validated the model by using a PDX-derived TNBC cell line and saw good global accuracy (R2 ∼ 0.7) as well as high accuracy in predicting synergy using four popular metrics (R2 ∼ 0.9). Additionally, the model was able to predict a highly synergistic combination of trametinib and omipalisib for TNBC treatment, which incidentally was recently in phase I clinical trials. Our choice of tree-based models for greater interpretability allowed interrogation of highly predictive kinases in each cancer type, such as the MAPK, CDK, and STK kinases. Overall, these results suggest that kinome inhibition states of kinase inhibitor combinations are strongly predictive of cell line responses and have great potential for integration into computational drug screening pipelines. This approach may facilitate the identification of effective kinase inhibitor combinations and accelerate the development of novel cancer therapies, ultimately improving patient outcomes.
Collapse
Affiliation(s)
- Chinmaya U Joisa
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA2North Carolina State University, Raleigh, NC, USA3Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | | | | | | | | | | | | | | | | |
Collapse
|
37
|
Beumers L, Vlachavas EI, Borgoni S, Schwarzmüller L, Penso-Dolfin L, Michels BE, Sofyali E, Burmester S, Heiss D, Wilhelm H, Yarden Y, Helm D, Will R, Goncalves A, Wiemann S. Clonal heterogeneity in ER+ breast cancer reveals the proteasome and PKC as potential therapeutic targets. NPJ Breast Cancer 2023; 9:97. [PMID: 38042915 PMCID: PMC10693625 DOI: 10.1038/s41523-023-00604-4] [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: 05/15/2023] [Accepted: 11/17/2023] [Indexed: 12/04/2023] Open
Abstract
Intratumoral heterogeneity impacts the success or failure of anti-cancer therapies. Here, we investigated the evolution and mechanistic heterogeneity in clonal populations of cell models for estrogen receptor positive breast cancer. To this end, we established barcoded models of luminal breast cancer and rendered them resistant to commonly applied first line endocrine therapies. By isolating single clones from the resistant cell pools and characterizing replicates of individual clones we observed inter- (between cell lines) and intra-tumor (between different clones from the same cell line) heterogeneity. Molecular characterization at RNA and phospho-proteomic levels revealed private clonal activation of the unfolded protein response and respective sensitivity to inhibition of the proteasome, and potentially shared sensitivities for repression of protein kinase C. Our in vitro findings are consistent with tumor-heterogeneity that is observed in breast cancer patients thus highlighting the need to uncover heterogeneity at an individual patient level and to adjust therapies accordingly.
Collapse
Affiliation(s)
- Lukas Beumers
- Division of Molecular Genome Analysis, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, 69120, Heidelberg, Germany.
- Faculty of Biosciences, University of Heidelberg, Im Neuenheimer Feld 234, 69120, Heidelberg, Germany.
| | - Efstathios-Iason Vlachavas
- Division of Molecular Genome Analysis, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, 69120, Heidelberg, Germany
| | - Simone Borgoni
- Division of Molecular Genome Analysis, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, 69120, Heidelberg, Germany
| | - Luisa Schwarzmüller
- Division of Molecular Genome Analysis, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, 69120, Heidelberg, Germany
- Faculty of Biosciences, University of Heidelberg, Im Neuenheimer Feld 234, 69120, Heidelberg, Germany
| | - Luca Penso-Dolfin
- Division of Somatic Evolution and Early Detection, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, 69120, Heidelberg, Germany
| | - Birgitta E Michels
- Division of Molecular Genome Analysis, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, 69120, Heidelberg, Germany
| | - Emre Sofyali
- Division of Molecular Genome Analysis, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, 69120, Heidelberg, Germany
| | - Sara Burmester
- Division of Molecular Genome Analysis, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, 69120, Heidelberg, Germany
| | - Daniela Heiss
- Division of Molecular Genome Analysis, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, 69120, Heidelberg, Germany
| | - Heike Wilhelm
- Division of Molecular Genome Analysis, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, 69120, Heidelberg, Germany
| | - Yosef Yarden
- Department of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot, 76100, Israel
| | - Dominic Helm
- Proteomics Core Facility, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, 69120, Heidelberg, Germany
| | - Rainer Will
- Cellular Tools Core Facility, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, 69120, Heidelberg, Germany
| | - Angela Goncalves
- Division of Somatic Evolution and Early Detection, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, 69120, Heidelberg, Germany
| | - Stefan Wiemann
- Division of Molecular Genome Analysis, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, 69120, Heidelberg, Germany.
- Faculty of Biosciences, University of Heidelberg, Im Neuenheimer Feld 234, 69120, Heidelberg, Germany.
| |
Collapse
|
38
|
Hu J, Alami V, Zhuang Y, Alzofon N, Jimeno A, Gao D. Integrated variant allele frequency analysis pipeline and R package: easyVAF. Mol Carcinog 2023; 62:1877-1887. [PMID: 37606183 PMCID: PMC10843735 DOI: 10.1002/mc.23621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 07/25/2023] [Accepted: 08/02/2023] [Indexed: 08/23/2023]
Abstract
Somatic sequence variants are associated with cancer diagnosis, prognostic stratification, and treatment response. Variant allele frequency (VAF), the percentage of sequence reads with a specific DNA variant over the read depth at that locus, has been used as a metric to quantify mutation rates in these applications. VAF has the potential for feature detection by reflecting changes in tumor clonal composition across treatments or time points. Although there are several packages, including Genome Analysis Toolkit and VarScan, designed for variant calling and rare mutation identification, there is no readily available package for comparing VAFs among and between groups to identify loci of interest. To this end, we have developed the R package easyVAF, which includes parametric and nonparametric tests to compare VAFs among multiple groups. It is accompanied by an interactive R Shiny app. With easyVAF, the investigator has the option between three statistical tests to maximize power while maintaining an acceptable type I error rate. This paper presents our proposed pipeline for VAF analysis, from quality checking to group comparison. We evaluate our method in a wide range of simulated scenarios and show that choosing the appropriate test to limit the type I error rate is critical. For situations where data is sparse, we recommend comparing VAFs with the beta-binomial likelihood ratio test over Fisher's exact test and Pearson's χ2 test.
Collapse
Affiliation(s)
- Junxiao Hu
- Biostatistics Shared Resource, University of Colorado Cancer Center, University of Colorado Anschutz Medical Campus, CO, USA
- Department of Pediatrics, School of Medicine, University of Colorado Anschutz Medical Campus, CO, USA
| | - Vida Alami
- Biostatistics Shared Resource, University of Colorado Cancer Center, University of Colorado Anschutz Medical Campus, CO, USA
| | - Yonghua Zhuang
- Biostatistics Shared Resource, University of Colorado Cancer Center, University of Colorado Anschutz Medical Campus, CO, USA
- Department of Pediatrics, School of Medicine, University of Colorado Anschutz Medical Campus, CO, USA
| | - Nathaniel Alzofon
- Division of Medical Oncology, School of Medicine, University of Colorado Anschutz Medical Campus, CO, USA
| | - Antonio Jimeno
- Division of Medical Oncology, School of Medicine, University of Colorado Anschutz Medical Campus, CO, USA
| | - Dexiang Gao
- Biostatistics Shared Resource, University of Colorado Cancer Center, University of Colorado Anschutz Medical Campus, CO, USA
- Department of Pediatrics, School of Medicine, University of Colorado Anschutz Medical Campus, CO, USA
| |
Collapse
|
39
|
Bai C, Lv Y, Xiong S, Wu S, Qi L, Ren S, Zhu M, Dong H, Shen H, Li Z, Zhu Y, Ye H, Hao H, Xiao Y, Xiang H, Luo G. X-ray crystallography study and optimization of novel benzothiophene analogs as potent selective estrogen receptor covalent antagonists (SERCAs) with improved potency and safety profiles. Bioorg Chem 2023; 141:106919. [PMID: 37871388 DOI: 10.1016/j.bioorg.2023.106919] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 10/12/2023] [Accepted: 10/13/2023] [Indexed: 10/25/2023]
Abstract
Endocrine therapy (ET) is a well-validated strategy for estrogen receptor α positive (ERα + ) breast cancer therapy. Despite the clinical success of current standard of care (SoC), endocrine-resistance inevitably emerges and remains a significant medical challenge. Herein, we describe the structural optimization and evaluation of a new series of selective estrogen receptor covalent antagonists (SERCAs) based on benzothiophene scaffold. Among them, compounds 15b and 39d were identified as two highly potent covalent antagonists, which exhibits superior antiproliferation activity than positive controls against MCF-7 cells and shows high selectivity over ERα negative (ERα-) cells. More importantly, their mode of covalent engagement at Cys530 residue was accurately illustrated by a cocrystal structure of 15b-bound ERαY537S (PDB ID: 7WNV) and intact mass spectrometry, respectively. Further in vivo studies demonstrated potent antitumor activity in MCF-7 xenograft mouse model and an improved safety profile. Collectively, these compounds could be promising candidates for future development of the next generation SERCAs for endocrine-resistant ERα + breast cancer.
Collapse
Affiliation(s)
- Chengfeng Bai
- Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Yang Lv
- Department of Pharmacology, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Shuangshuang Xiong
- Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Shuangjie Wu
- Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Lin Qi
- Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Shengnan Ren
- Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Meiqi Zhu
- Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Haijuan Dong
- The Public Laboratory Platform, China Pharmaceutical University, Nanjing 210009, China
| | - Hongtao Shen
- Department of Pharmacology, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Zhaoxing Li
- Department of Pharmacology, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Yinxue Zhu
- Jiangsu Provincial Key Laboratory of Drug Metabolism and Pharmacokinetics, China Pharmaceutical University, Nanjing 210009, China
| | - Hui Ye
- Jiangsu Provincial Key Laboratory of Drug Metabolism and Pharmacokinetics, China Pharmaceutical University, Nanjing 210009, China
| | - Haiping Hao
- Jiangsu Provincial Key Laboratory of Drug Metabolism and Pharmacokinetics, China Pharmaceutical University, Nanjing 210009, China; State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Yibei Xiao
- Department of Pharmacology, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China; State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China.
| | - Hua Xiang
- Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China; State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China.
| | - Guoshun Luo
- Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China.
| |
Collapse
|
40
|
Huggins RJ, Greene GL. ERα/PR crosstalk is altered in the context of the ERα Y537S mutation and contributes to endocrine therapy-resistant tumor proliferation. NPJ Breast Cancer 2023; 9:96. [PMID: 38036546 PMCID: PMC10689488 DOI: 10.1038/s41523-023-00601-7] [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: 07/20/2023] [Accepted: 11/09/2023] [Indexed: 12/02/2023] Open
Abstract
The constitutively active ESR1 Y537S mutation is associated with endocrine therapy (ET) resistance and progression of metastatic breast cancer through its effects on estrogen receptor (ERα) gene regulatory functions. However, the complex relationship between ERα and the progesterone receptor (PR), known as ERα/PR crosstalk, has yet to be characterized in the context of the ERα Y537S mutation. Using proximity ligation assays, we identify an increased physical interaction of ERα and PR in the context of the ERα Y537S mutation, including in the nucleus where this interaction may translate to altered gene expression. As such, more than 30 genes were differentially expressed in both patient tumor and cell line data (MCF7 and/or T47D cells) in the context of the ERα Y537S mutation compared to ERα WT. Of these, IRS1 stood out as a gene of interest, and ERα and PR occupancy at chromatin binding sites along IRS1 were uniquely altered in the context of ERα Y537S. Furthermore, siRNA knockdown of IRS1 or treatment with the IRS1 inhibitor NT-157 had a significant anti-proliferative effect in ERα Y537S cell lines, implicating IRS1 as a potential therapeutic target for restoring treatment sensitivity to patients with breast cancers harboring ERα Y537S mutations.
Collapse
Affiliation(s)
- Rosemary J Huggins
- Ben May Department for Cancer Research, University of Chicago, Chicago, IL, USA
| | - Geoffrey L Greene
- Ben May Department for Cancer Research, University of Chicago, Chicago, IL, USA.
| |
Collapse
|
41
|
Rogojina A, Klesse LJ, Butler E, Kim J, Zhang H, Xiao X, Guo L, Zhou Q, Hartshorne T, Garcia D, Weldon K, Holland T, Bandyopadhyay A, Prado LP, Wang S, Yang DM, Langevan AM, Zou Y, Grimes AC, Assanasen C, Gidvani-Diaz V, Zheng S, Lai Z, Chen Y, Xie Y, Tomlinson GE, Skapek SX, Kurmasheva RT, Houghton PJ, Xu L. Comprehensive characterization of patient-derived xenograft models of pediatric leukemia. iScience 2023; 26:108171. [PMID: 37915590 PMCID: PMC10616347 DOI: 10.1016/j.isci.2023.108171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 07/25/2023] [Accepted: 10/06/2023] [Indexed: 11/03/2023] Open
Abstract
Patient-derived xenografts (PDX) remain valuable models for understanding the biology and for developing novel therapeutics. To expand current PDX models of childhood leukemia, we have developed new PDX models from Hispanic patients, a subgroup with a poorer overall outcome. Of 117 primary leukemia samples obtained, successful engraftment and serial passage in mice were achieved in 82 samples (70%). Hispanic patient samples engrafted at a rate (51/73, 70%) that was similar to non-Hispanic patient samples (31/45, 70%). With a new algorithm to remove mouse contamination in multi-omics datasets including methylation data, we found PDX models faithfully reflected somatic mutations, copy-number alterations, RNA expression, gene fusions, whole-genome methylation patterns, and immunophenotypes found in primary tumor (PT) samples in the first 50 reported here. This cohort of characterized PDX childhood leukemias represents a valuable resource in that germline DNA sequencing has allowed the unambiguous determination of somatic mutations in both PT and PDX.
Collapse
Affiliation(s)
- Anna Rogojina
- Greehey Children’s Cancer Research Institute, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Laura J. Klesse
- Department of Pediatrics, Division of Hematology/Oncology, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Gill Center for Cancer and Blood Disorders, Children’s Health Children’s Medical Center, Dallas, TX, USA
| | - Erin Butler
- Department of Pediatrics, Division of Hematology/Oncology, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Gill Center for Cancer and Blood Disorders, Children’s Health Children’s Medical Center, Dallas, TX, USA
| | - Jiwoong Kim
- Quantitative Biomedical Research Center, Peter O’Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - He Zhang
- Quantitative Biomedical Research Center, Peter O’Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Xue Xiao
- Quantitative Biomedical Research Center, Peter O’Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Lei Guo
- Quantitative Biomedical Research Center, Peter O’Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Qinbo Zhou
- Quantitative Biomedical Research Center, Peter O’Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Taylor Hartshorne
- Department of Pediatrics, Division of Hematology/Oncology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Dawn Garcia
- Greehey Children’s Cancer Research Institute, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Korri Weldon
- Greehey Children’s Cancer Research Institute, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Trevor Holland
- Greehey Children’s Cancer Research Institute, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Abhik Bandyopadhyay
- Greehey Children’s Cancer Research Institute, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Luz Perez Prado
- Greehey Children’s Cancer Research Institute, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Shidan Wang
- Quantitative Biomedical Research Center, Peter O’Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Donghan M. Yang
- Quantitative Biomedical Research Center, Peter O’Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Anne-Marie Langevan
- Department of Pediatrics, Division of Pediatric Hematology Oncology, University of Texas Health San Antonio, San Antonio, TX, USA
- Mays Cancer Center, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Yi Zou
- Greehey Children’s Cancer Research Institute, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Allison C. Grimes
- Greehey Children’s Cancer Research Institute, University of Texas Health San Antonio, San Antonio, TX, USA
- Department of Pediatrics, Division of Pediatric Hematology Oncology, University of Texas Health San Antonio, San Antonio, TX, USA
- Mays Cancer Center, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Chatchawin Assanasen
- Department of Pediatrics, Division of Pediatric Hematology Oncology, University of Texas Health San Antonio, San Antonio, TX, USA
| | | | - Siyuan Zheng
- Greehey Children’s Cancer Research Institute, University of Texas Health San Antonio, San Antonio, TX, USA
- Mays Cancer Center, University of Texas Health San Antonio, San Antonio, TX, USA
- Department of Population Health Sciences, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Zhao Lai
- Greehey Children’s Cancer Research Institute, University of Texas Health San Antonio, San Antonio, TX, USA
- Mays Cancer Center, University of Texas Health San Antonio, San Antonio, TX, USA
- Department of Molecular Medicine, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Yidong Chen
- Greehey Children’s Cancer Research Institute, University of Texas Health San Antonio, San Antonio, TX, USA
- Mays Cancer Center, University of Texas Health San Antonio, San Antonio, TX, USA
- Department of Population Health Sciences, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Yang Xie
- Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Quantitative Biomedical Research Center, Peter O’Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Department of Bioinformatics, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Gail E. Tomlinson
- Greehey Children’s Cancer Research Institute, University of Texas Health San Antonio, San Antonio, TX, USA
- Department of Pediatrics, Division of Pediatric Hematology Oncology, University of Texas Health San Antonio, San Antonio, TX, USA
- Mays Cancer Center, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Stephen X. Skapek
- Department of Pediatrics, Division of Hematology/Oncology, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Gill Center for Cancer and Blood Disorders, Children’s Health Children’s Medical Center, Dallas, TX, USA
| | - Raushan T. Kurmasheva
- Greehey Children’s Cancer Research Institute, University of Texas Health San Antonio, San Antonio, TX, USA
- Mays Cancer Center, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Peter J. Houghton
- Greehey Children’s Cancer Research Institute, University of Texas Health San Antonio, San Antonio, TX, USA
- Mays Cancer Center, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Lin Xu
- Department of Pediatrics, Division of Hematology/Oncology, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Quantitative Biomedical Research Center, Peter O’Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, TX, USA
| |
Collapse
|
42
|
Raheem F, Karikalan SA, Batalini F, El Masry A, Mina L. Metastatic ER+ Breast Cancer: Mechanisms of Resistance and Future Therapeutic Approaches. Int J Mol Sci 2023; 24:16198. [PMID: 38003387 PMCID: PMC10671474 DOI: 10.3390/ijms242216198] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 11/05/2023] [Accepted: 11/08/2023] [Indexed: 11/26/2023] Open
Abstract
Endocrine therapy is the main treatment for hormone receptor-positive (HR+) breast cancer. However, advanced tumors develop resistance to endocrine therapy, rendering it ineffective as the disease progresses. There are several molecular mechanisms of primary and secondary endocrine resistance. Resistance can develop due to either alteration of the estrogen receptor pathway (e.g., ESR1 mutations) or upstream growth factors signaling pathways (e.g., PI3K/Akt/mTOR pathway). Despite progress in the development of molecularly targeted anticancer therapies, the emergence of resistance remains a major limitation and an area of unmet need. In this article, we review the mechanisms of acquired endocrine resistance in HR+ advanced breast cancer and discuss current and future investigational therapeutic approaches.
Collapse
Affiliation(s)
| | | | | | - Aya El Masry
- Phoenix Country Day School, Paradise Valley, AZ 85253, USA
| | - Lida Mina
- Mayo Clinic, Phoenix, AZ 85054, USA; (F.R.)
| |
Collapse
|
43
|
Ishii H, Hattori Y, Ozawa H. Estrogen Receptor α Isoforms Generated by Alternative Use of Cryptic Exons. J NIPPON MED SCH 2023; 90:364-371. [PMID: 37558429 DOI: 10.1272/jnms.jnms.2023_90-507] [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] [Indexed: 08/11/2023]
Abstract
Estrogen receptor α (ERα) regulates several physiological functions. In pathophysiological conditions, ERα is involved in the development and progression of estrogen-sensitive tumors. The ERα gene contains multiple 5'-untranslated exons and eight conventional coding exons and presents multiple isoforms generated by alternative promoter usage and alternative splicing. This gene also possesses non-conventional exons in the 3'- and intronic regions, and alternative use of cryptic exons contributes to further diversity of ERα mRNAs and proteins. Recently, the genomic organization of ERα genes and the splicing profiles of their transcripts were comparatively analyzed in humans, mice, and rats, and multiple ERα isoforms with distinct structures and functions were identified. These transcripts contain cryptic sequences that encode insertion-containing or truncated ERα proteins. In particular, alternative cryptic exons with in-frame stop codons yield transcripts encoding C-terminally-truncated ERα proteins. The C-terminally-truncated ERα isoforms lack part or all of the ligand-binding domain but possess an isoform-specific sequence. Some of these isoforms exhibit constitutive transactivation and resistance to estrogen receptor antagonists. Although numerous studies have reported conflicting results regarding their functions, the critical determinant for their gain-of-function has been identified structurally. Here we review recent progress in ERα variant research concerning the genomic organization of ERα genes, splicing profiles of ERα transcripts, and transactivation properties of ERα isoforms.
Collapse
Affiliation(s)
- Hirotaka Ishii
- Department of Anatomy and Neurobiology, Graduate School of Medicine, Nippon Medical School
| | - Yujiro Hattori
- Department of Anatomy and Neurobiology, Graduate School of Medicine, Nippon Medical School
| | - Hitoshi Ozawa
- Department of Anatomy and Neurobiology, Graduate School of Medicine, Nippon Medical School
| |
Collapse
|
44
|
Larsson AT, Bhatia H, Calizo A, Pollard K, Zhang X, Conniff E, Tibbitts JF, Rono E, Cummins K, Osum SH, Williams KB, Crampton AL, Jubenville T, Schefer D, Yang K, Lyu Y, Pino JC, Bade J, Gross JM, Lisok A, Dehner CA, Chrisinger JSA, He K, Gosline SJC, Pratilas CA, Largaespada DA, Wood DK, Hirbe AC. Ex vivo to in vivo model of malignant peripheral nerve sheath tumors for precision oncology. Neuro Oncol 2023; 25:2044-2057. [PMID: 37246765 PMCID: PMC10628938 DOI: 10.1093/neuonc/noad097] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Indexed: 05/30/2023] Open
Abstract
BACKGROUND Malignant peripheral nerve sheath tumors (MPNST) are aggressive soft tissue sarcomas that often develop in patients with neurofibromatosis type 1 (NF1). To address the critical need for novel therapeutics in MPNST, we aimed to establish an ex vivo 3D platform that accurately captured the genomic diversity of MPNST and could be utilized in a medium-throughput manner for drug screening studies to be validated in vivo using patient-derived xenografts (PDX). METHODS Genomic analysis was performed on all PDX-tumor pairs. Selected PDX were harvested for assembly into 3D microtissues. Based on prior work in our labs, we evaluated drugs (trabectedin, olaparib, and mirdametinib) ex vivo and in vivo. For 3D microtissue studies, cell viability was the endpoint as assessed by Zeiss Axio Observer. For PDX drug studies, tumor volume was measured twice weekly. Bulk RNA sequencing was performed to identify pathways enriched in cells. RESULTS We developed 13 NF1-associated MPNST-PDX and identified mutations or structural abnormalities in NF1 (100%), SUZ12 (85%), EED (15%), TP53 (15%), CDKN2A (85%), and chromosome 8 gain (77%). We successfully assembled PDX into 3D microtissues, categorized as robust (>90% viability at 48 h), good (>50%), or unusable (<50%). We evaluated drug response to "robust" or "good" microtissues, namely MN-2, JH-2-002, JH-2-079-c, and WU-225. Drug response ex vivo predicted drug response in vivo, and enhanced drug effects were observed in select models. CONCLUSIONS These data support the successful establishment of a novel 3D platform for drug discovery and MPNST biology exploration in a system representative of the human condition.
Collapse
Affiliation(s)
- Alex T Larsson
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Himanshi Bhatia
- Division of Oncology, Department of Internal Medicine, Siteman Cancer Center, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Ana Calizo
- Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins; Department of Oncology and Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Kai Pollard
- Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins; Department of Oncology and Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Xiaochun Zhang
- Division of Oncology, Department of Internal Medicine, Siteman Cancer Center, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Eric Conniff
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, Minnesota, USA
| | - Justin F Tibbitts
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Elizabeth Rono
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, Minnesota, USA
| | - Katherine Cummins
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, Minnesota, USA
| | - Sara H Osum
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Kyle B Williams
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Alexandra L Crampton
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, Minnesota, USA
| | - Tyler Jubenville
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Daniel Schefer
- Division of Oncology, Department of Internal Medicine, Siteman Cancer Center, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Kuangying Yang
- Division of Oncology, Department of Internal Medicine, Siteman Cancer Center, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Yang Lyu
- Division of Oncology, Department of Internal Medicine, Siteman Cancer Center, Washington University in St. Louis, St. Louis, Missouri, USA
| | - James C Pino
- Pacific Northwest National Laboratory, Seattle, Washington, USA
| | - Jessica Bade
- Pacific Northwest National Laboratory, Seattle, Washington, USA
| | - John M Gross
- Department of Pathology, Division of Surgical Pathology, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Alla Lisok
- Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins; Department of Oncology and Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Carina A Dehner
- Department of Pathology and Immunology, Washington University in St. Louis, Missouri, USA
| | - John S A Chrisinger
- Department of Pathology and Immunology, Washington University in St. Louis, Missouri, USA
| | - Kevin He
- Division of Oncology, Department of Internal Medicine, Siteman Cancer Center, Washington University in St. Louis, St. Louis, Missouri, USA
| | | | - Christine A Pratilas
- Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins; Department of Oncology and Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - David A Largaespada
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - David K Wood
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, Minnesota, USA
| | - Angela C Hirbe
- Division of Oncology, Department of Internal Medicine, Siteman Cancer Center, Washington University in St. Louis, St. Louis, Missouri, USA
| |
Collapse
|
45
|
Gou X, Kim BJ, Anurag M, Lei JT, Young MN, Holt MV, Fandino D, Vollert CT, Singh P, Alzubi MA, Malovannaya A, Dobrolecki LE, Lewis MT, Li S, Foulds CE, Ellis MJ. Kinome Reprogramming Is a Targetable Vulnerability in ESR1 Fusion-Driven Breast Cancer. Cancer Res 2023; 83:3237-3251. [PMID: 37071495 PMCID: PMC10543968 DOI: 10.1158/0008-5472.can-22-3484] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 02/20/2023] [Accepted: 04/12/2023] [Indexed: 04/19/2023]
Abstract
Transcriptionally active ESR1 fusions (ESR1-TAF) are a potent cause of breast cancer endocrine therapy (ET) resistance. ESR1-TAFs are not directly druggable because the C-terminal estrogen/anti-estrogen-binding domain is replaced with translocated in-frame partner gene sequences that confer constitutive transactivation. To discover alternative treatments, a mass spectrometry (MS)-based kinase inhibitor pulldown assay (KIPA) was deployed to identify druggable kinases that are upregulated by diverse ESR1-TAFs. Subsequent explorations of drug sensitivity validated RET kinase as a common therapeutic vulnerability despite remarkable ESR1-TAF C-terminal sequence and structural diversity. Organoids and xenografts from a pan-ET-resistant patient-derived xenograft model that harbors the ESR1-e6>YAP1 TAF were concordantly inhibited by the selective RET inhibitor pralsetinib to a similar extent as the CDK4/6 inhibitor palbociclib. Together, these findings provide preclinical rationale for clinical evaluation of RET inhibition for the treatment of ESR1-TAF-driven ET-resistant breast cancer. SIGNIFICANCE Kinome analysis of ESR1 translocated and mutated breast tumors using drug bead-based mass spectrometry followed by drug-sensitivity studies nominates RET as a therapeutic target. See related commentary by Wu and Subbiah, p. 3159.
Collapse
Affiliation(s)
- Xuxu Gou
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas
- Graduate Program in Translational Biology and Molecular Medicine, Baylor College of Medicine, Houston Texas
- UCSF Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
| | - Beom-Jun Kim
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas
- Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Meenakshi Anurag
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas
- Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Jonathan T. Lei
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas
- Department of Human and Molecular Genetics, Baylor College of Medicine, Houston, Texas
| | - Meggie N. Young
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas
- Department of Biochemistry and Molecular Biology, Baylor College of Medicine, Houston, Texas
| | - Matthew V. Holt
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas
| | - Diana Fandino
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas
| | - Craig T. Vollert
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas
- Employee of Adrienne Helis Malvin Medical Research Foundation, New Orleans, Los Angeles
| | - Purba Singh
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas
| | - Mohammad A. Alzubi
- Employee of Adrienne Helis Malvin Medical Research Foundation, New Orleans, Los Angeles
| | - Anna Malovannaya
- Department of Biochemistry and Molecular Biology, Baylor College of Medicine, Houston, Texas
| | - Lacey E. Dobrolecki
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas
| | - Michael T. Lewis
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
- Department of Radiology, Baylor College of Medicine, Houston, Texas
| | - Shunqiang Li
- Division of Oncology, Department of Internal Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Charles E. Foulds
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas
- Department of Medicine, Baylor College of Medicine, Houston, Texas
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
| | - Matthew J. Ellis
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas
- Graduate Program in Translational Biology and Molecular Medicine, Baylor College of Medicine, Houston Texas
- Department of Medicine, Baylor College of Medicine, Houston, Texas
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
| |
Collapse
|
46
|
Will M, Liang J, Metcalfe C, Chandarlapaty S. Therapeutic resistance to anti-oestrogen therapy in breast cancer. Nat Rev Cancer 2023; 23:673-685. [PMID: 37500767 PMCID: PMC10529099 DOI: 10.1038/s41568-023-00604-3] [Citation(s) in RCA: 55] [Impact Index Per Article: 27.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/29/2023] [Indexed: 07/29/2023]
Abstract
The hormone receptor oestrogen receptor-α (ER) orchestrates physiological mammary gland development, breast carcinogenesis and the progression of breast tumours into lethal, treatment-refractory systemic disease. Selective antagonism of ER signalling has been one of the most successful therapeutic approaches in oncology, benefiting patients as both a cancer preventative measure and a cancer treatment strategy. However, resistance to anti-oestrogen therapy is a major clinical challenge. Over the past decade, we have gained an understanding of how breast cancers evolve under the pressure of anti-oestrogen therapy. This is best depicted by the case of oestrogen-independent mutations in the gene encoding ER (ESR1), which are virtually absent in primary breast cancer but highly prevalent (20-40%) in anti-oestrogen-treated metastatic disease. These and other findings highlight the 'evolvability' of ER+ breast cancer and the need to understand molecular processes by which this evolution occurs. Recent development and approval of next-generation ER antagonists to target ESR1-mutant breast cancer underscores the clinical importance of this evolvability and sets a new paradigm for the treatment of ER+ breast cancers.
Collapse
Affiliation(s)
- Marie Will
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jackson Liang
- Department of Oncology Biomarker Development, Genentech, South San Francisco, CA, USA
| | - Ciara Metcalfe
- Department of Discovery Oncology, Genentech, South San Francisco, CA, USA.
| | - Sarat Chandarlapaty
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| |
Collapse
|
47
|
Yates ME, Li Z, Li Y, Guzolik H, Wang X, Liu T, Hooda J, Atkinson JM, Lee AV, Oesterreich S. ESR1 fusion proteins invoke breast cancer subtype-dependent enrichment of ligand independent pro-oncogenic signatures and phenotypes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.18.558175. [PMID: 37790296 PMCID: PMC10542116 DOI: 10.1101/2023.09.18.558175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/05/2023]
Abstract
Breast cancer is a leading cause of female mortality and despite advancements in diagnostics and personalized therapeutics, metastatic disease largely remains incurable due to drug resistance. Fortunately, identification of mechanisms of therapeutic resistance have rapidly transformed our understanding of cancer evasion and is enabling targeted treatment regimens. When the druggable estrogen receptor (ER, ESR1 ), expressed in two-thirds of all breast cancer, is exposed to endocrine therapy, there is risk of somatic mutation development in approximately 30% of cases and subsequent treatment resistance. A more recently discovered mechanism of ER mediated endocrine resistance is the expression of ER fusion proteins. ER fusions, which retain the protein's DNA binding domain, harbor ESR1 exons 1-6 fused to an in-frame gene partner resulting in loss of the 3' ER ligand binding domain (LBD). In this report we demonstrate that in no-special type (NST) and invasive lobular carcinoma (ILC) cell line models, ER fusion proteins exhibit robust hyperactivation of canonical ER signaling pathways independent of the ligand estradiol or anti-endocrine therapies such as Fulvestrant and Tamoxifen. We employ cell line models stably overexpressing ER fusion proteins with concurrent endogenous ER knockdown to minimize the influence of endogenous wildtype ER. Cell lines exhibited shared transcriptomic enrichment in pathways known to be drivers of metastatic disease, notably the MYC pathway. The heterogeneous 3' fusion partners, particularly transcription factors SOX9 and YAP1 , evoked varying degrees of transcriptomic and cistromic activity that translated into unique phenotypic readouts. Herein we report that cell line activity is subtype-, fusion-, and assay-specific suggesting that the loss of the LBD, the 3' fusion partner, and the cellular landscape all influence fusion activity. Therefore, it will be critical to generate additional data on frequency of the ER fusions, in the context of the clinicopathological features of the tumor. Significance ER fusion proteins exhibit diverse mechanisms of endocrine resistance in breast cancer cell lines representing the no special type (NST) and invasive lobular cancer (ILC) subtypes. Our emphasize upon both the shared and unique cellular adaptations imparted by ER fusions offers the foundation for further translational research and clinical decision making.
Collapse
|
48
|
Traphagen NA, Schwartz GN, Tau S, Roberts AM, Jiang A, Hosford SR, Marotti JD, Goen AE, Romo BA, Johnson AL, Duffy ECK, Demidenko E, Heverly P, Mosesson Y, Soucy SM, Kolling F, Miller TW. Estrogen Therapy Induces Receptor-Dependent DNA Damage Enhanced by PARP Inhibition in ER+ Breast Cancer. Clin Cancer Res 2023; 29:3717-3728. [PMID: 37439680 PMCID: PMC10528687 DOI: 10.1158/1078-0432.ccr-23-0488] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 05/15/2023] [Accepted: 07/07/2023] [Indexed: 07/14/2023]
Abstract
PURPOSE Clinical evidence indicates that treatment with estrogens elicits anticancer effects in ∼30% of patients with advanced endocrine-resistant estrogen receptor α (ER)-positive breast cancer. Despite the proven efficacy of estrogen therapy, its mechanism of action is unclear and this treatment remains underused. Mechanistic understanding may offer strategies to enhance therapeutic efficacy. EXPERIMENTAL DESIGN We performed genome-wide CRISPR/Cas9 screening and transcriptomic profiling in long-term estrogen-deprived ER+ breast cancer cells to identify pathways required for therapeutic response to the estrogen 17β-estradiol (E2). We validated findings in cell lines, patient-derived xenografts (PDX), and patient samples, and developed a novel combination treatment through testing in cell lines and PDX models. RESULTS Cells treated with E2 exhibited replication-dependent markers of DNA damage and the DNA damage response prior to apoptosis. Such DNA damage was partially driven by the formation of DNA:RNA hybrids (R-loops). Pharmacologic suppression of the DNA damage response via PARP inhibition with olaparib enhanced E2-induced DNA damage. PARP inhibition synergized with E2 to suppress growth and prevent tumor recurrence in BRCA1/2-mutant and BRCA1/2-wild-type cell line and PDX models. CONCLUSIONS E2-induced ER activity drives DNA damage and growth inhibition in endocrine-resistant breast cancer cells. Inhibition of the DNA damage response using drugs such as PARP inhibitors can enhance therapeutic response to E2. These findings warrant clinical exploration of the combination of E2 with DNA damage response inhibitors in advanced ER+ breast cancer, and suggest that PARP inhibitors may synergize with therapeutics that exacerbate transcriptional stress.
Collapse
Affiliation(s)
- Nicole A. Traphagen
- Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Gary N. Schwartz
- Department of Medicine, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Steven Tau
- Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Alyssa M. Roberts
- Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Amanda Jiang
- Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Sarah R. Hosford
- Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Jonathan D. Marotti
- Department of Pathology and Laboratory Medicine, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Abigail E. Goen
- Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Bianca A. Romo
- Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Anneka L. Johnson
- Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Emily-Claire K. Duffy
- Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Eugene Demidenko
- Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | | | | | - Shannon M. Soucy
- Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
- Center for Quantitative Biology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Fred Kolling
- Center for Quantitative Biology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Todd W. Miller
- Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| |
Collapse
|
49
|
Orsini A, Diquigiovanni C, Bonora E. Omics Technologies Improving Breast Cancer Research and Diagnostics. Int J Mol Sci 2023; 24:12690. [PMID: 37628869 PMCID: PMC10454385 DOI: 10.3390/ijms241612690] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 08/09/2023] [Accepted: 08/10/2023] [Indexed: 08/27/2023] Open
Abstract
Breast cancer (BC) has yielded approximately 2.26 million new cases and has caused nearly 685,000 deaths worldwide in the last two years, making it the most common diagnosed cancer type in the world. BC is an intricate ecosystem formed by both the tumor microenvironment and malignant cells, and its heterogeneity impacts the response to treatment. Biomedical research has entered the era of massive omics data thanks to the high-throughput sequencing revolution, quick progress and widespread adoption. These technologies-liquid biopsy, transcriptomics, epigenomics, proteomics, metabolomics, pharmaco-omics and artificial intelligence imaging-could help researchers and clinicians to better understand the formation and evolution of BC. This review focuses on the findings of recent multi-omics-based research that has been applied to BC research, with an introduction to every omics technique and their applications for the different BC phenotypes, biomarkers, target therapies, diagnosis, treatment and prognosis, to provide a comprehensive overview of the possibilities of BC research.
Collapse
Affiliation(s)
| | - Chiara Diquigiovanni
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40131 Bologna, Italy; (A.O.); (E.B.)
| | | |
Collapse
|
50
|
Joisa CU, Chen KA, Beville S, Stuhlmiller T, Berginski ME, Okumu D, Golitz BT, Johnson GL, Gomez SM. Combined kinome inhibition states are predictive of cancer cell line sensitivity to kinase inhibitor combination therapies. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.01.551346. [PMID: 37577663 PMCID: PMC10418192 DOI: 10.1101/2023.08.01.551346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/15/2023]
Abstract
Protein kinases are a primary focus in targeted therapy development for cancer, owing to their role as regulators in nearly all areas of cell life. Kinase inhibitors are one of the fastest growing drug classes in oncology, but resistance acquisition to kinase-targeting monotherapies is inevitable due to the dynamic and interconnected nature of the kinome in response to perturbation. Recent strategies targeting the kinome with combination therapies have shown promise, such as the approval of Trametinib and Dabrafenib in advanced melanoma, but similar empirical combination design for less characterized pathways remains a challenge. Computational combination screening is an attractive alternative, allowing in-silico screening prior to in-vitro or in-vivo testing of drastically fewer leads, increasing efficiency and effectiveness of drug development pipelines. In this work, we generate combined kinome inhibition states of 40,000 kinase inhibitor combinations from kinobeads-based kinome profiling across 64 doses. We then integrated these with baseline transcriptomics from CCLE to build robust machine learning models to predict cell line sensitivity from NCI-ALMANAC across nine cancer types, with model accuracy R2 ~ 0.75-0.9 after feature selection using elastic-net regression. We further validated the model's ability to extend to real-world examples by using the best-performing breast cancer model to generate predictions for kinase inhibitor combination sensitivity and synergy in a PDX-derived TNBC cell line and saw reasonable global accuracy in our experimental validation (R2 ~ 0.7) as well as high accuracy in predicting synergy using four popular metrics (R2 ~ 0.9). Additionally, the model was able to predict a highly synergistic combination of Trametinib (MEK inhibitor) and Omipalisib (PI3K inhibitor) for TNBC treatment, which incidentally was recently in phase I clinical trials for TNBC. Our choice of tree-based models over networks for greater interpretability also allowed us to further interrogate which specific kinases were highly predictive of cell sensitivity in each cancer type, and we saw confirmatory strong predictive power in the inhibition of MAPK, CDK, and STK kinases. Overall, these results suggest that kinome inhibition states of kinase inhibitor combinations are strongly predictive of cell line responses and have great potential for integration into computational drug screening pipelines. This approach may facilitate the identification of effective kinase inhibitor combinations and accelerate the development of novel cancer therapies, ultimately improving patient outcomes.
Collapse
Affiliation(s)
- Chinmaya U. Joisa
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA and North Carolina State University, Raleigh, NC, USA
- Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kevin A. Chen
- Department of Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Samantha Beville
- Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Timothy Stuhlmiller
- Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Matthew E. Berginski
- Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Denis Okumu
- Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Brian T. Golitz
- Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Gary L. Johnson
- Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Shawn M. Gomez
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA and North Carolina State University, Raleigh, NC, USA
- Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| |
Collapse
|