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Witkiewicz AK, Wang J, Schultz E, O'Connor TN, O'Connor T, Levine E, Knudsen ES. Using prognostic signatures and machine learning to identify core features associated with response to CDK4/6 inhibitor-based therapy in metastatic breast cancer. Oncogene 2025; 44:1387-1399. [PMID: 40011574 DOI: 10.1038/s41388-025-03308-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Revised: 01/06/2025] [Accepted: 02/10/2025] [Indexed: 02/28/2025]
Abstract
CDK4/6 inhibitors in combination with endocrine therapy are widely used to treat HR+/HER2- metastatic breast cancer leading to improved progression-free survival (PFS) compared to single agent endocrine therapy. Over 300 patients receiving standard-of-care CDK4/6 inhibitor combination therapy for metastatic disease were enrolled at a single institution. Clinical, pathological, and gene expression data were employed to define determinants for PFS duration. Visceral disease (HR 1.55, p = 0.0013), prior endocrine therapy (HR 2.34, p < 0.001), and the type of endocrine therapy (HR 2.16, p < 0.001) were highly associated with PFS duration. Multiple pre-defined gene expression signatures were employed to determine association with response to CDK4/6 inhibitor-based therapy. Random survival forest was applied to define key gene expression and clinical features associated with PFS and develop a predictive model. The time to progression predicted by this model was related to the median PFS observed in PALOMA-2/3 and PEARL studies. Interrogating genes identified as highly significant across all studies indicated common enrichment of gene networks associated with cell cycle and estrogen receptor signaling. These findings indicate that there are common features from real-world use of CDK4/6 inhibitors that could be used to infer time to progression and better inform treatment.
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Affiliation(s)
- Agnieszka K Witkiewicz
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Elm and Carlton Street, Buffalo, NY, 14263, USA.
- Department of Pathology, Roswell Park Comprehensive Cancer Center, Elm and Carlton Street, Buffalo, NY, 14263, USA.
| | - Jianxin Wang
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Elm and Carlton Street, Buffalo, NY, 14263, USA
| | - Emily Schultz
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Elm and Carlton Street, Buffalo, NY, 14263, USA
| | - Thomas N O'Connor
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Elm and Carlton Street, Buffalo, NY, 14263, USA
| | - Tracey O'Connor
- Department of Medicine, Roswell Park Comprehensive Cancer Center, Elm and Carlton Street, Buffalo, NY, 14263, USA
| | - Ellis Levine
- Department of Medicine, Roswell Park Comprehensive Cancer Center, Elm and Carlton Street, Buffalo, NY, 14263, USA
| | - Erik S Knudsen
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Elm and Carlton Street, Buffalo, NY, 14263, USA.
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2
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Huerta-Padilla V, Marrero-Rodríguez D, Taniguchi-Ponciano K, López AE, Candanedo-González F, Salcedo E, Valdivia-Flores A, Rodriguez-Esquivel M, Virgilio LG, López-Romero R, Nambo-Lucio MDJ, Meza-Toledo SE, Bandala C, Meraz MA, Salcedo M. Thymopoietin- α, - β, and - γ Isoforms Increased Expression in Cervical Cancer Cells. THE CANADIAN JOURNAL OF INFECTIOUS DISEASES & MEDICAL MICROBIOLOGY = JOURNAL CANADIEN DES MALADIES INFECTIEUSES ET DE LA MICROBIOLOGIE MEDICALE 2025; 2025:1668482. [PMID: 40242184 PMCID: PMC12003041 DOI: 10.1155/cjid/1668482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Accepted: 11/20/2024] [Indexed: 04/18/2025]
Abstract
Cervical cancer (CC) is a public health concern related to the human papillomavirus (HPV) persistent infection. Minichromosome maintenance 2 (MCM2) has been postulated as a surrogate marker for HPV infection. Thymopoietin (TMPO) is a nuclear protein regulated by E2F such as MCM2 or p16. TMPO can give rise to six different isoforms. Herein, both the mRNA and protein levels of TMPO isoforms were analyzed in cervical cells. TMPO expression was selected and analyzed through in silico in several databases from the healthy cervix and cervical lesions. TMPO RNA expression was evaluated in cervical samples and cell lines by RT-PCR and protein expression by Western-blot and immunohistochemistry assays. TMPO and MCM2 immunostaining were evaluated in cervical smears. The clinical-pathological correlation analysis was performed using Kruskal-Wallis or Χ 2 tests. TMPO is overexpressed in 74% of CC cells and all CC cell lines. Moreover, negative immunostaining was observed in normal cervical tissue, compared to strong expression for cervical lesions. Interestingly, TMPO-α, -β, -δ, -ε, and -γ are expressed in all cervical cells and tissues, but a differential expression for α, -β, and -γ isoforms among the cervical cells was observed as overexpressed when HPV is present. Also, the immunostaining of both MCM2 and TMPO was quite similar, but TMPO expression was more sensitive and specific than MCM2 protein. The present study has revealed that TMPO protein expression could be a potential molecular marker for cervical transformed cells, highlighting the TMPO-α, -β, and -γ isoforms as a promising molecular marker of HPV infection.
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Affiliation(s)
- Víctor Huerta-Padilla
- Oncology Genomics Biomedical Research Unit, Gynecology Pediatrics Hospital 3A, North Unity OOAD, Mexican Institute of Social Security, Mexico City, Mexico
- Departamento de Bioquimica, Laboratorio de Quimioterapia Experimental, Escuela Nacional de Ciencias Biológicas, Instituto Politecnico Nacional, Mexico City, Mexico
| | - Daniel Marrero-Rodríguez
- Endocrine Diseases Research Unit, Specialties Hospital, National Medical Center SXXI, Mexican Institute of Social Security, Mexico City, Mexico
| | - Keiko Taniguchi-Ponciano
- Endocrine Diseases Research Unit, Specialties Hospital, National Medical Center SXXI, Mexican Institute of Social Security, Mexico City, Mexico
| | - Ariana E. López
- Oncology Genomics Biomedical Research Unit, Gynecology Pediatrics Hospital 3A, North Unity OOAD, Mexican Institute of Social Security, Mexico City, Mexico
| | - Fernando Candanedo-González
- Anatomo-Pathology Service, Oncology Hospital, National Medical Center SXXI, Mexican Institute of Social Security, Mexico City, Mexico
| | - Emmanuel Salcedo
- Oncology Genomics Biomedical Research Unit, Gynecology Pediatrics Hospital 3A, North Unity OOAD, Mexican Institute of Social Security, Mexico City, Mexico
| | | | - Miriam Rodriguez-Esquivel
- Oncology Genomics Biomedical Research Unit, Gynecology Pediatrics Hospital 3A, North Unity OOAD, Mexican Institute of Social Security, Mexico City, Mexico
| | - Laura Gómez Virgilio
- Centro de Investigación y de Estudios Avanzados, Molecular Biomedicine Department, Instituto Politecnico Nacional, Mexico City, Mexico
| | - Ricardo López-Romero
- Oncology Genomics Biomedical Research Unit, Gynecology Pediatrics Hospital 3A, North Unity OOAD, Mexican Institute of Social Security, Mexico City, Mexico
| | | | - Sergio E. Meza-Toledo
- Departamento de Bioquimica, Laboratorio de Quimioterapia Experimental, Escuela Nacional de Ciencias Biológicas, Instituto Politecnico Nacional, Mexico City, Mexico
| | - Cindy Bandala
- Departamento de Medicina Traslacional aplicada a Neurociencias, Escuela Superior de Medicina, Instituto Politecnico Nacional, Mexico City, Mexico
| | - Marco A. Meraz
- Centro de Investigación y de Estudios Avanzados, Molecular Biomedicine Department, Instituto Politecnico Nacional, Mexico City, Mexico
| | - Mauricio Salcedo
- Oncology Genomics Biomedical Research Unit, Gynecology Pediatrics Hospital 3A, North Unity OOAD, Mexican Institute of Social Security, Mexico City, Mexico
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3
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Iacovacci J, Brough R, Moughari FA, Alexander J, Kemp H, Tutt ANJ, Natrajan R, Lord CJ, Haider S. Proteogenomic discovery of RB1-defective phenocopy in cancer predicts disease outcome, response to treatment, and therapeutic targets. SCIENCE ADVANCES 2025; 11:eadq9495. [PMID: 40138429 PMCID: PMC11939072 DOI: 10.1126/sciadv.adq9495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Accepted: 02/11/2025] [Indexed: 03/29/2025]
Abstract
Genomic defects caused by truncating mutations or deletions in the Retinoblastoma tumor suppressor gene (RB1) are frequently observed in many cancer types leading to dysregulation of the RB pathway. Here, we propose an integrative proteogenomic approach that predicts cancers with dysregulation in the RB pathway. A subset of these cancers, which we term as "RBness," lack RB1 genomic defects and yet phenocopy the transcriptional profile of RB1-defective cancers. We report RBness as a pan-cancer phenomenon, associated with patient outcome and chemotherapy response in multiple cancer types, and predictive of CDK4/6 inhibitor response in estrogen-positive breast cancer. Using RNA interference and a CRISPR-Cas9 screen in isogenic models, we find that RBness cancers also phenocopy synthetic lethal vulnerabilities of cells with RB1 genomic defects. In summary, our findings suggest that dysregulation of the RB pathway in cancers lacking RB1 genomic defects provides a molecular rationale for how these cancers could be treated.
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Affiliation(s)
- Jacopo Iacovacci
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London SW3 6JB, UK
- Data Science Unit, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milano 20133, Italy
| | - Rachel Brough
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London SW3 6JB, UK
- CRUK Gene Function Laboratory, The Institute of Cancer Research, London SW3 6JB, UK
| | - Fatemeh Ahmadi Moughari
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London SW3 6JB, UK
| | - John Alexander
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London SW3 6JB, UK
| | - Harriet Kemp
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London SW3 6JB, UK
| | - Andrew N. J. Tutt
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London SW3 6JB, UK
| | - Rachael Natrajan
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London SW3 6JB, UK
| | - Christopher J. Lord
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London SW3 6JB, UK
- CRUK Gene Function Laboratory, The Institute of Cancer Research, London SW3 6JB, UK
| | - Syed Haider
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London SW3 6JB, UK
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4
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Sharifi MN, Feng E, Rydzewski NR, Taylor AK, Sperger JM, Shi Y, Helzer KT, Bootsma ML, Carreno V, Chang AH, Nunamaker LA, Blitzer GC, Shang TA, Subramanian A, Bjartell A, Josefsson A, Wikström P, Feng E, Kohli M, Yang R, Dehm SM, Small EJ, Aggarwal R, Quigley DA, Lang JM, Zhao SG, Sjöström M. Adverse prognosis gene expression patterns in metastatic castration-resistant prostate cancer. Mol Oncol 2025. [PMID: 39985777 DOI: 10.1002/1878-0261.70001] [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: 07/04/2024] [Revised: 11/21/2024] [Accepted: 02/10/2025] [Indexed: 02/24/2025] Open
Abstract
Metastatic castration-resistant prostate cancer (mCRPC) is a heterogeneous disease. Several studies have identified transcriptional subtypes of mCRPC, but comprehensive analysis of prognostic gene expression pathways has been limited. Therefore, we aggregated a cohort of 1012 mCRPC tissue samples from 769 patients and investigated the association of gene expression-based pathways with clinical outcomes and intrapatient and intratumor heterogeneity. Survival data were obtained for 272 patients. Pathway-level enrichment was evaluated using gene set variation analysis. scRNA-seq datasets from mCRPC tissue biopsies and circulating tumor cells were used to investigate heterogeneity of adverse pathways. We identified five pathway clusters: (a) Immune response/WNT/TGF-beta signaling, (b) AR signaling/luminal signatures, (c) mTOR signaling and glycolysis, (d) cell proliferation, and (e) neuroendocrine differentiation. Proliferation, AR signaling loss, and glycolysis/mTOR signaling were independently prognostic. Adverse prognostic pathway scores decreased on treatment with AR signaling inhibitors, but not at progression, suggesting failure to permanently target these pathways. scRNA-seq datasets from mCRPC tissue biopsies and circulating tumor cells were used to investigate heterogeneity of adverse pathways. Our results suggest loss of AR signaling, high proliferation, and a glycolytic phenotype as adverse prognostic pathways in mCRPC that could be used in conjunction with clinical factors to prognosticate for treatment decisions.
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Affiliation(s)
- Marina N Sharifi
- Carbone Cancer Center, University of Wisconsin-Madison, WI, USA
- Department of Medicine, University of Wisconsin-Madison, WI, USA
| | - Eric Feng
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA, USA
- Department of Radiation Oncology, University of California, San Francisco, CA, USA
| | | | - Amy K Taylor
- Carbone Cancer Center, University of Wisconsin-Madison, WI, USA
- Department of Medicine, University of Wisconsin-Madison, WI, USA
| | - Jamie M Sperger
- Carbone Cancer Center, University of Wisconsin-Madison, WI, USA
- Department of Medicine, University of Wisconsin-Madison, WI, USA
| | - Yue Shi
- Department of Human Oncology, University of Wisconsin-Madison, WI, USA
| | - Kyle T Helzer
- Department of Human Oncology, University of Wisconsin-Madison, WI, USA
| | - Matthew L Bootsma
- Department of Human Oncology, University of Wisconsin-Madison, WI, USA
| | | | - Alex H Chang
- Department of Medicine, University of Wisconsin-Madison, WI, USA
| | | | - Grace C Blitzer
- Department of Human Oncology, University of Wisconsin-Madison, WI, USA
| | - Tianfu Andy Shang
- Department of Human Oncology, University of Wisconsin-Madison, WI, USA
| | - Aishwarya Subramanian
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA, USA
- Department of Radiation Oncology, University of California, San Francisco, CA, USA
| | - Anders Bjartell
- Department of Translational Medicine, Lund University, Malmö, Sweden
- Department of Urology, Skåne University Hospital, Malmö, Sweden
| | - Andreas Josefsson
- Department of Diagnostics and Interventions, Urology, Umeå University, Sweden
- Wallenberg Center for Molecular Medicine, Umeå University, Sweden
| | - Pernilla Wikström
- Department of Medical Biosciences, Pathology, Umeå University, Sweden
| | - Emily Feng
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA, USA
- Department of Radiation Oncology, University of California, San Francisco, CA, USA
| | - Manish Kohli
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - Rendong Yang
- Department of Urology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Scott M Dehm
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN, USA
- Department of Urology, University of Minnesota, Minneapolis, MN, USA
| | - Eric J Small
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA, USA
- Division of Hematology and Oncology, Department of Medicine, University of California, San Francisco, CA, USA
| | - Rahul Aggarwal
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA, USA
- Division of Hematology and Oncology, Department of Medicine, University of California, San Francisco, CA, USA
| | - David A Quigley
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA, USA
- Department of Urology, University of California, San Francisco, CA, USA
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
| | - Joshua M Lang
- Carbone Cancer Center, University of Wisconsin-Madison, WI, USA
- Department of Medicine, University of Wisconsin-Madison, WI, USA
| | - Shuang G Zhao
- Carbone Cancer Center, University of Wisconsin-Madison, WI, USA
- Department of Human Oncology, University of Wisconsin-Madison, WI, USA
- William S. Middleton Memorial Veterans' Hospital, Madison, WI, USA
| | - Martin Sjöström
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA, USA
- Department of Radiation Oncology, University of California, San Francisco, CA, USA
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Sweden
- Department of Hematology, Oncology, and Radiation Physics, Skåne University Hospital, Lund, Sweden
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5
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Gao M, Li H, Zhang J. RB functions as a key regulator of senescence and tumor suppression. Semin Cancer Biol 2025; 109:1-7. [PMID: 39675647 DOI: 10.1016/j.semcancer.2024.11.004] [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: 07/28/2024] [Revised: 10/10/2024] [Accepted: 11/08/2024] [Indexed: 12/17/2024]
Abstract
The Retinoblastoma (RB) protein is crucial for regulating gene transcription and chromatin remodeling, impacting cell cycle progression, cellular senescence, and tumorigenesis. Cellular senescence, characterized by irreversible growth arrest and phenotypic alterations, serves as a vital barrier against tumor progression and age-related diseases. RB is crucial in mediating senescence and tumor suppression by modulating the RB-E2F pathway and cross talking with other key senescence effectors such as p53 and p16INK4a. The interplay between RB-mediated cell cycle arrest and cellular senescence offers critical insights into tumorigenesis and potential therapeutic strategies. Leveraging RB-mediated senescence presents promising opportunities for cancer therapy, including novel approaches in tumor immunotherapy designed to enhance treatment efficacy. This review highlights recent advancements in the RB signaling pathway, focusing on its roles in cellular senescence and tumor suppression, and discusses its potential to improve tumor management and clinical outcomes.
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Affiliation(s)
- Minling Gao
- Department of Hepatobiliary and Pancreatic Surgery, Medical Research Institute, Frontier Science Center of Immunology and Metabolism, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan 430071, China; Taikang Center for Life and Medical Sciences, Wuhan University, Wuhan 430071, China; Hubei Key Laboratory of Tumor Biological Behavior/Hubei Provincial Clinical Research Center for Cancer, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan 430071, China
| | - Haiou Li
- Department of Dermatology, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan 430071, China
| | - Jinfang Zhang
- Department of Hepatobiliary and Pancreatic Surgery, Medical Research Institute, Frontier Science Center of Immunology and Metabolism, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan 430071, China; Taikang Center for Life and Medical Sciences, Wuhan University, Wuhan 430071, China; Hubei Key Laboratory of Tumor Biological Behavior/Hubei Provincial Clinical Research Center for Cancer, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan 430071, China.
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6
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Chi S, Wei F, Li Y, Yu L, Ma C, Fang Y, Yang B, Chen Y, Ding J. BET inhibitor and CDK4/6 inhibitor synergistically inhibit breast cancer by suppressing BRD4 stability and DNA damage repair. Transl Oncol 2025; 51:102212. [PMID: 39591896 PMCID: PMC11629338 DOI: 10.1016/j.tranon.2024.102212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Revised: 11/15/2024] [Accepted: 11/20/2024] [Indexed: 11/28/2024] Open
Abstract
CDK4/6 inhibitors have shown clinical benefits in hormone receptor positive breast cancer. However, monotonous indications and unclear resistance mechanisms greatly limit the clinical application of these inhibitors. We attempt to improve the therapeutic effect of CDK4/6 inhibitors against breast cancer by combination with BET inhibitors. Although this combination therapy has begun to be studied in recent clinical trials, the mechanism of action is not clear. We provide the evidence that CDK4/6 inhibitor LY2835219 plus BRD4 inhibitor OTX-015 synergistically inhibits both ER positive and triple-negative breast cancer cells growth in vitro and in vivo. Mechanistically, LY2835219 accelerates the degradation of BRD4 through the proteasome pathway via inhibition of CDK4 activity. This instability of BRD4 protein in turn enhances the anti-tumor effect of CDK4/6 inhibitor by suppressing transcription of DNA damage repair gene RAD51, and synergistically promotes γ-H2AX accumulation and DNA double-strand breaks. Overall, we demonstrated the potential combined therapeutic value of CDK4/6 and BRD4 inhibitors and elucidated the mechanisms, which may provide a new rational approach for breast cancer patients.
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Affiliation(s)
- Shuaishuai Chi
- Department of Basic Medical Sciences, Zhejiang University School of Medicine, Hangzhou, Zhejiang 0310058, China; State Key Laboratory of Chemical Biology, Chinese Academy of Sciences, Shanghai Institute of Materia Medica, Shanghai 201203, China
| | - Fan Wei
- State Key Laboratory of Chemical Biology, Chinese Academy of Sciences, Shanghai Institute of Materia Medica, Shanghai 201203, China.
| | - Yangsha Li
- State Key Laboratory of Chemical Biology, Chinese Academy of Sciences, Shanghai Institute of Materia Medica, Shanghai 201203, China; University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing 100049, China
| | - Lei Yu
- State Key Laboratory of Chemical Biology, Chinese Academy of Sciences, Shanghai Institute of Materia Medica, Shanghai 201203, China; University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing 100049, China
| | - Chuyao Ma
- State Key Laboratory of Chemical Biology, Chinese Academy of Sciences, Shanghai Institute of Materia Medica, Shanghai 201203, China; University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing 100049, China
| | - Yanfen Fang
- State Key Laboratory of Chemical Biology, Chinese Academy of Sciences, Shanghai Institute of Materia Medica, Shanghai 201203, China; University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing 100049, China; Shandong Laboratory of Yantai Drug Discovery, Bohai Rim Advanced Research Institute for Drug Discovery, Yantai, Shandong 264117, China
| | - Biyu Yang
- State Key Laboratory of Chemical Biology, Chinese Academy of Sciences, Shanghai Institute of Materia Medica, Shanghai 201203, China
| | - Yi Chen
- State Key Laboratory of Chemical Biology, Chinese Academy of Sciences, Shanghai Institute of Materia Medica, Shanghai 201203, China; University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing 100049, China; Shandong Laboratory of Yantai Drug Discovery, Bohai Rim Advanced Research Institute for Drug Discovery, Yantai, Shandong 264117, China.
| | - Jian Ding
- Department of Basic Medical Sciences, Zhejiang University School of Medicine, Hangzhou, Zhejiang 0310058, China; University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing 100049, China; Shandong Laboratory of Yantai Drug Discovery, Bohai Rim Advanced Research Institute for Drug Discovery, Yantai, Shandong 264117, China.
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7
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Casanova-Salas I, Aguilar D, Cordoba-Terreros S, Agundez L, Brandariz J, Herranz N, Mas A, Gonzalez M, Morales-Barrera R, Sierra A, Soriano-Navarro M, Cresta P, Mir G, Simonetti S, Rodrigues G, Arce-Gallego S, Delgado-Serrano L, Agustí I, Castellano-Sanz E, Mast R, de Albert M, Celma A, Santamaria A, Gonzalez L, Castro N, Suanes MDM, Hernández-Losa J, Nonell L, Peinado H, Carles J, Mateo J. Circulating tumor extracellular vesicles to monitor metastatic prostate cancer genomics and transcriptomic evolution. Cancer Cell 2024; 42:1301-1312.e7. [PMID: 38981440 DOI: 10.1016/j.ccell.2024.06.003] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 04/11/2024] [Accepted: 06/07/2024] [Indexed: 07/11/2024]
Abstract
Extracellular vesicles (EVs) secreted by tumors are abundant in plasma, but their potential for interrogating the molecular features of tumors through multi-omic profiling remains widely unexplored. Genomic and transcriptomic profiling of circulating EV-DNA and EV-RNA isolated from in vitro and in vivo models of metastatic prostate cancer (mPC) reveal a high contribution of tumor material to EV-loaded DNA/RNA, validating the findings in two cohorts of longitudinal plasma samples collected from patients during androgen receptor signaling inhibitor (ARSI) or taxane-based therapy. EV-DNA genomic features recapitulate matched-patient biopsies and circulating tumor DNA (ctDNA) and associate with clinical progression. We develop a novel approach to enable transcriptomic profiling of EV-RNA (RExCuE). We report how the transcriptome of circulating EVs is enriched for tumor-associated transcripts, captures certain patient and tumor features, and reflects on-therapy tumor adaptation changes. Altogether, we show that EV profiling enables longitudinal transcriptomic and genomic profiling of mPC in liquid biopsy.
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Affiliation(s)
- Irene Casanova-Salas
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Daniel Aguilar
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Sarai Cordoba-Terreros
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Laura Agundez
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Julian Brandariz
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Nicolas Herranz
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; Vall d'Hebron Institute of Research (VHIR), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Alba Mas
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Macarena Gonzalez
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; Vall d'Hebron University Hospital, Barcelona, Spain
| | - Rafael Morales-Barrera
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; Vall d'Hebron University Hospital, Barcelona, Spain
| | - Alexandre Sierra
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; Vall d'Hebron University Hospital, Barcelona, Spain
| | | | - Pablo Cresta
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Gisela Mir
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Sara Simonetti
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Gonçalo Rodrigues
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Sara Arce-Gallego
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; Vall d'Hebron Institute of Research (VHIR), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Luisa Delgado-Serrano
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Irene Agustí
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Elena Castellano-Sanz
- Microenvironment and Metastasis Laboratory, Molecular Oncology Program, Spanish National Cancer Research Center (CNIO), Madrid, Spain
| | - Richard Mast
- Vall d'Hebron University Hospital, Barcelona, Spain
| | | | - Ana Celma
- Vall d'Hebron Institute of Research (VHIR), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; Vall d'Hebron University Hospital, Barcelona, Spain
| | - Anna Santamaria
- Vall d'Hebron Institute of Research (VHIR), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; Vall d'Hebron University Hospital, Barcelona, Spain
| | - Lucila Gonzalez
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Natalia Castro
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Maria Del Mar Suanes
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; Vall d'Hebron University Hospital, Barcelona, Spain
| | - Javier Hernández-Losa
- Vall d'Hebron Institute of Research (VHIR), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; Vall d'Hebron University Hospital, Barcelona, Spain
| | - Lara Nonell
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Hector Peinado
- Microenvironment and Metastasis Laboratory, Molecular Oncology Program, Spanish National Cancer Research Center (CNIO), Madrid, Spain
| | - Joan Carles
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; Vall d'Hebron University Hospital, Barcelona, Spain
| | - Joaquin Mateo
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; Vall d'Hebron University Hospital, Barcelona, Spain.
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8
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Arya GC, Khalid M, Mehla S, Jakhmola V. A review of synthetic strategy, SAR, docking, simulation studies, and mechanism of action of isoxazole derivatives as anticancer agents. J Biomol Struct Dyn 2024; 42:4909-4935. [PMID: 37315986 DOI: 10.1080/07391102.2023.2220819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Accepted: 05/29/2023] [Indexed: 06/16/2023]
Abstract
Breast cancer (BC) is a global health concern and the leading cause of cancerous death among women across the world, BC has been characterized by fresh lump in the breast or underarm (armpit), thickened or swollen. Worldwide estimated 9.6 million deaths in 2018-2019. Numerous drugs have been approved by FDA for BC treatment but showed numerous adverse effects like bioavailability issues, selectivity issues, and toxicity issues. Therefore, there is an immediate need to develop new molecules that are non-toxic and more efficient for treating cancer. Isoxazole derivatives have gained popularity over the few years due to their effective antitumor potential. These derivatives work against cancer by inhibiting the thymidylate enzyme, inducing apoptosis, inhibiting tubulin polymerization, protein kinase inhibition, and aromatase inhibition. In this study, we have concentrated on the isoxazole derivative with structure-activity relationship study, various synthesis techniques, mechanism of action, docking, and simulation studies pertaining to BC receptors. Hence the development of isoxazole derivatives with improved therapeutic efficacy will inspire further progress in improving human health.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Girish Chandra Arya
- University Institute of Pharmaceutical Sciences (UIPS), Chandigarh University, Mohali, India
| | - Mohammad Khalid
- Department of Pharmacognosy, College of Pharmacy, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia
| | - Shefali Mehla
- University Institute of Pharmaceutical Sciences (UIPS), Chandigarh University, Mohali, India
| | - Vikash Jakhmola
- Uttaranchal Institute of Pharmaceutical Sciences, Uttaranchal University, Dehradun, India
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9
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Witkiewicz AK, Schultz E, Wang J, Hamilton D, Levine E, O'Connor T, Knudsen ES. Determinants of response to CDK4/6 inhibitors in the real-world setting. NPJ Precis Oncol 2023; 7:90. [PMID: 37704753 PMCID: PMC10499925 DOI: 10.1038/s41698-023-00438-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 08/16/2023] [Indexed: 09/15/2023] Open
Abstract
Despite widespread use and a known mechanism of action for CDK4/6 inhibitors in combination with endocrine therapy, features of disease evolution and determinants of therapeutic response in the real-world setting remain unclear. Here, a cohort of patients treated with standard-of-care combination regimens was utilized to explore features of disease and determinants of progression-free survival (PFS) and overall survival (OS). In this cohort of 280 patients, >90% of patients were treated with palbociclib in combination with either an aromatase inhibitor (AI) or fulvestrant (FUL). Most of these patients had modified Scarff-Bloom-Richardson (SBR) scores, and ER, HER2, and PR immunohistochemistry. Both the SBR score and lack of PR expression were associated with shorter PFS in patients treated with AI combinations and remained significant in multivariate analyses (HR = 3.86, p = 0.008). Gene expression analyses indicated substantial changes in cell cycle and estrogen receptor signaling during the course of treatment. Furthermore, gene expression-based subtyping indicated that predominant subtypes changed with treatment and progression. The luminal B, HER2, and basal subtypes exhibited shorter PFS in CDK4/6 inhibitor combinations when assessed in the pretreatment biopsies; however, they were not associated with OS. Using unbiased approaches, cell cycle-associated gene sets were strongly associated with shorter PFS in pretreatment biopsies irrespective of endocrine therapy. Estrogen receptor signaling gene sets were associated with longer PFS particularly in the AI-treated cohort. Together, these data suggest that there are distinct pathological and biological features of HR+/HER2- breast cancer associated with response to CDK4/6 inhibitors. Clinical trial registration number: NCT04526587.
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Affiliation(s)
- Agnieszka K Witkiewicz
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14203, USA.
- Department of Pathology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14203, USA.
| | - Emily Schultz
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14203, USA
| | - Jianxin Wang
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14203, USA
| | - Deanna Hamilton
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14203, USA
| | - Ellis Levine
- Department of Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14203, USA
| | - Tracey O'Connor
- Department of Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14203, USA
| | - Erik S Knudsen
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14203, USA.
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10
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Liang XB, Dai ZC, Zou R, Tang JX, Yao CW. The Therapeutic Potential of CDK4/6 Inhibitors, Novel Cancer Drugs, in Kidney Diseases. Int J Mol Sci 2023; 24:13558. [PMID: 37686364 PMCID: PMC10487876 DOI: 10.3390/ijms241713558] [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: 07/12/2023] [Revised: 08/27/2023] [Accepted: 08/29/2023] [Indexed: 09/10/2023] Open
Abstract
Inflammation is a crucial pathological feature in cancers and kidney diseases, playing a significant role in disease progression. Cyclin-dependent kinases CDK4 and CDK6 not only contribute to cell cycle progression but also participate in cell metabolism, immunogenicity and anti-tumor immune responses. Recently, CDK4/6 inhibitors have gained approval for investigational treatment of breast cancer and various other tumors. Kidney diseases and cancers commonly exhibit characteristic pathological features, such as the involvement of inflammatory cells and persistent chronic inflammation. Remarkably, CDK4/6 inhibitors have demonstrated impressive efficacy in treating non-cancerous conditions, including certain kidney diseases. Current studies have identified the renoprotective effect of CDK4/6 inhibitors, presenting a novel idea and potential direction for treating kidney diseases in the future. In this review, we briefly reviewed the cell cycle in mammals and the role of CDK4/6 in regulating it. We then provided an introduction to CDK4/6 inhibitors and their use in cancer treatment. Additionally, we emphasized the importance of these inhibitors in the treatment of kidney diseases. Collectively, growing evidence demonstrates that targeting CDK4 and CDK6 through CDK4/6 inhibitors might have therapeutic benefits in various cancers and kidney diseases and should be further explored in the future.
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Affiliation(s)
| | | | | | - Ji-Xin Tang
- Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-Communicable Diseases, Key Laboratory of Prevention and Management of Chronic Kidney Diseases of Zhanjiang City, Institute of Nephrology, Affiliated Hospital of Guangdong Medical University, Zhanjiang 524001, China
| | - Cui-Wei Yao
- Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-Communicable Diseases, Key Laboratory of Prevention and Management of Chronic Kidney Diseases of Zhanjiang City, Institute of Nephrology, Affiliated Hospital of Guangdong Medical University, Zhanjiang 524001, China
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11
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Venkadakrishnan VB, Yamada Y, Weng K, Idahor O, Beltran H. Significance of RB Loss in Unlocking Phenotypic Plasticity in Advanced Cancers. Mol Cancer Res 2023; 21:497-510. [PMID: 37052520 PMCID: PMC10239360 DOI: 10.1158/1541-7786.mcr-23-0045] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 02/27/2023] [Accepted: 03/09/2023] [Indexed: 04/14/2023]
Abstract
Cancer cells can undergo plasticity in response to environmental stimuli or under selective therapeutic pressures that result in changes in phenotype. This complex phenomenon of phenotypic plasticity is now recognized as a hallmark of cancer. Lineage plasticity is often associated with loss of dependence on the original oncogenic driver and is facilitated, in part, by underlying genomic and epigenetic alterations. Understanding the molecular drivers of cancer plasticity is critical for the development of novel therapeutic strategies. The retinoblastoma gene RB1 (encoding RB) is the first tumor suppressor gene to be discovered and has a well-described role in cell-cycle regulation. RB is also involved in diverse cellular functions beyond cell cycle including differentiation. Here, we describe the emerging role of RB loss in unlocking cancer phenotypic plasticity and driving therapy resistance across cancer types. We highlight parallels in cancer with the noncanonical role of RB that is critical for normal development and lineage specification, and the downstream consequences of RB loss including epigenetic reprogramming and chromatin reorganization that can lead to changes in lineage program. Finally, we discuss potential therapeutic approaches geared toward RB loss cancers undergoing lineage reprogramming.
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Affiliation(s)
| | - Yasutaka Yamada
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Kenny Weng
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Boston College, Chestnut Hill, Massachusetts, USA
| | - Osasenaga Idahor
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Harvard University, Cambridge, Massachusetts, USA
| | - Himisha Beltran
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
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12
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Chen P, Huang R, Hazbun TR. Unlocking the Mysteries of Alpha-N-Terminal Methylation and its Diverse Regulatory Functions. J Biol Chem 2023:104843. [PMID: 37209820 PMCID: PMC10293735 DOI: 10.1016/j.jbc.2023.104843] [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: 08/17/2022] [Revised: 05/11/2023] [Accepted: 05/12/2023] [Indexed: 05/22/2023] Open
Abstract
Protein post-translation modifications (PTMs) are a critical regulatory mechanism of protein function. Protein α-N-terminal (Nα) methylation is a conserved PTM across prokaryotes and eukaryotes. Studies of the Nα methyltransferases responsible for Να methylation and their substrate proteins have shown that the PTM involves diverse biological processes, including protein synthesis and degradation, cell division, DNA damage response, and transcription regulation. This review provides an overview of the progress toward the regulatory function of Να methyltransferases and their substrate landscape. More than 200 proteins in humans and 45 in yeast are potential substrates for protein Nα methylation based on the canonical recognition motif, XP[KR]. Based on recent evidence for a less stringent motif requirement, the number of substrates might be increased, but further validation is needed to solidify this concept. A comparison of the motif in substrate orthologs in selected eukaryotic species indicates intriguing gain and loss of the motif across the evolutionary landscape. We discuss the state of knowledge in the field that has provided insights into the regulation of protein Να methyltransferases and their role in cellular physiology and disease. We also outline the current research tools that are key to understanding Να methylation. Finally, challenges are identified and discussed that would aid in unlocking a system-level view of the roles of Να methylation in diverse cellular pathways.
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Affiliation(s)
- Panyue Chen
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, Indiana 47907, United States
| | - Rong Huang
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, Indiana 47907, United States; Purdue University Center for Cancer Research, Purdue University, West Lafayette, Indiana 47907, United States
| | - Tony R Hazbun
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, Indiana 47907, United States; Purdue University Center for Cancer Research, Purdue University, West Lafayette, Indiana 47907, United States.
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13
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Febres-Aldana CA, Chang JC, Ptashkin R, Wang Y, Gedvilaite E, Baine MK, Travis WD, Ventura K, Bodd F, Yu HA, Quintanal-Villalonga A, Lai WV, Egger JV, Offin M, Ladanyi M, Rudin CM, Rekhtman N. Rb Tumor Suppressor in Small Cell Lung Cancer: Combined Genomic and IHC Analysis with a Description of a Distinct Rb-Proficient Subset. Clin Cancer Res 2022; 28:4702-4713. [PMID: 35792876 PMCID: PMC9623236 DOI: 10.1158/1078-0432.ccr-22-1115] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 05/31/2022] [Accepted: 07/01/2022] [Indexed: 01/24/2023]
Abstract
PURPOSE RB1 mutations and loss of retinoblastoma (Rb) expression represent consistent but not entirely invariable hallmarks of small cell lung cancer (SCLC). The prevalence and characteristics of SCLC retaining wild-type Rb are not well-established. Furthermore, the performance of targeted next-generation sequencing (NGS) versus immunohistochemistry for Rb assessment is not well-defined. EXPERIMENTAL DESIGN A total of 208 clinical SCLC samples were analyzed by comprehensive targeted NGS, covering all exons of RB1, and Rb IHC. On the basis of established coordination of Rb/p16/cyclinD1 expression, p16-high/cyclinD1-low profile was used as a marker of constitutive Rb deficiency. RESULTS Fourteen of 208 (6%) SCLC expressed wild-type Rb, accompanied by a unique p16-low/cyclinD1-high profile supporting Rb proficiency. Rb-proficient SCLC was associated with neuroendocrine-low phenotype, combined SCLC with non-SCLC (NSCLC) histology and aggressive behavior. These tumors exclusively harbored CCND1 amplification (29%), and were markedly enriched in CDKN2A mutations (50%) and NSCLC-type alterations (KEAP1, STK11, FGFR1). The remaining 194 of 208 SCLC were Rb-deficient (p16-high/cyclinD1-low), including 184 cases with Rb loss (of which 29% lacked detectable RB1 alterations by clinical NGS pipeline), and 10 cases with mutated but expressed Rb. CONCLUSIONS This is the largest study to date to concurrently analyze Rb by NGS and IHC in SCLC, identifying a 6% rate of Rb proficiency. Pathologic-genomic data implicate NSCLC-related progenitors as a putative source of Rb-proficient SCLC. Consistent upstream Rb inactivation via CDKN2A/p16↓ and CCND1/cyclinD1↑ suggests the potential utility of CDK4/6 inhibitors in this aggressive SCLC subset. The study also clarifies technical aspects of Rb status determination in clinical practice, highlighting the limitations of exon-only sequencing for RB1 interrogation. See related commentary by Mahadevan and Sholl, p. 4603.
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Affiliation(s)
| | - Jason C. Chang
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York
| | - Ryan Ptashkin
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York
| | - Yuhan Wang
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York
| | - Erika Gedvilaite
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York
| | - Marina K. Baine
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York
| | - William D. Travis
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York
| | - Katia Ventura
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York
| | - Francis Bodd
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York
| | - Helena A. Yu
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York
| | | | - W. Victoria Lai
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York
| | - Jacklynn V. Egger
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York
| | - Michael Offin
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York
| | - Marc Ladanyi
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York
| | - Charles M. Rudin
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York
| | - Natasha Rekhtman
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York
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14
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Sanidas I, Lee H, Rumde PH, Boulay G, Morris R, Golczer G, Stanzione M, Hajizadeh S, Zhong J, Ryan MB, Corcoran RB, Drapkin BJ, Rivera MN, Dyson NJ, Lawrence MS. Chromatin-bound RB targets promoters, enhancers, and CTCF-bound loci and is redistributed by cell-cycle progression. Mol Cell 2022; 82:3333-3349.e9. [PMID: 35981542 PMCID: PMC9481721 DOI: 10.1016/j.molcel.2022.07.014] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 05/19/2022] [Accepted: 07/20/2022] [Indexed: 02/06/2023]
Abstract
The interaction of RB with chromatin is key to understanding its molecular functions. Here, for first time, we identify the full spectrum of chromatin-bound RB. Rather than exclusively binding promoters, as is often described, RB targets three fundamentally different types of loci (promoters, enhancers, and insulators), which are largely distinguishable by the mutually exclusive presence of E2F1, c-Jun, and CTCF. While E2F/DP facilitates RB association with promoters, AP-1 recruits RB to enhancers. Although phosphorylation in CDK sites is often portrayed as releasing RB from chromatin, we show that the cell cycle redistributes RB so that it enriches at promoters in G1 and at non-promoter sites in cycling cells. RB-bound promoters include the classic E2F-targets and are similar between lineages, but RB-bound enhancers associate with different categories of genes and vary between cell types. Thus, RB has a well-preserved role controlling E2F in G1, and it targets cell-type-specific enhancers and CTCF sites when cells enter S-phase.
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Affiliation(s)
- Ioannis Sanidas
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Building 149 13th Street, Charlestown, MA 02129, USA
| | - Hanjun Lee
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Building 149 13th Street, Charlestown, MA 02129, USA; Broad Institute of MIT and Harvard, 415 Main Street, Cambridge, MA 02142, USA; Department of Biology, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA 02139, USA
| | - Purva H Rumde
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Building 149 13th Street, Charlestown, MA 02129, USA
| | - Gaylor Boulay
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Building 149 13th Street, Charlestown, MA 02129, USA; Broad Institute of MIT and Harvard, 415 Main Street, Cambridge, MA 02142, USA
| | - Robert Morris
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Building 149 13th Street, Charlestown, MA 02129, USA
| | - Gabriel Golczer
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Building 149 13th Street, Charlestown, MA 02129, USA
| | - Marcelo Stanzione
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Building 149 13th Street, Charlestown, MA 02129, USA
| | - Soroush Hajizadeh
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Building 149 13th Street, Charlestown, MA 02129, USA
| | - Jun Zhong
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Building 149 13th Street, Charlestown, MA 02129, USA
| | - Meagan B Ryan
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Building 149 13th Street, Charlestown, MA 02129, USA
| | - Ryan B Corcoran
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Building 149 13th Street, Charlestown, MA 02129, USA
| | - Benjamin J Drapkin
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Building 149 13th Street, Charlestown, MA 02129, USA; UT Southwestern Medical Center, 5323 Harry Hines Blvd., Dallas, TX 75390, USA
| | - Miguel N Rivera
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Building 149 13th Street, Charlestown, MA 02129, USA; Broad Institute of MIT and Harvard, 415 Main Street, Cambridge, MA 02142, USA
| | - Nicholas J Dyson
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Building 149 13th Street, Charlestown, MA 02129, USA.
| | - Michael S Lawrence
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Building 149 13th Street, Charlestown, MA 02129, USA; Broad Institute of MIT and Harvard, 415 Main Street, Cambridge, MA 02142, USA.
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15
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Yao Y, Gu X, Xu X, Ge S, Jia R. Novel insights into RB1 mutation. Cancer Lett 2022; 547:215870. [PMID: 35964818 DOI: 10.1016/j.canlet.2022.215870] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Revised: 08/05/2022] [Accepted: 08/05/2022] [Indexed: 01/09/2023]
Abstract
Since the discovery of the retinoblastoma susceptibility gene (RB1) decades ago, RB1 has been regarded as a prototype tumor suppressor gene providing a paradigm for tumor genetic research. Constant research has updated the understanding of RB1-related pathways and their impact on tumor and nontumor diseases. Mutation of RB1 gene has been observed in multiple types of malignant tumors including prostate cancer, lung cancer, breast cancer, and almost every familial and sporadic case of retinoblastoma. Even if well-known and long-investigated, the application potential of RB1 mutation has not been fully tapped. In this review, we focus on the mechanism underlying RB1 mutation during oncogenesis. Therapeutically, we have further discussed potential clinical strategies by targeting RB1-mutated cancers. The unsolved problems and prospects of RB1 mutation are also discussed.
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Affiliation(s)
- Yiran Yao
- Department of Ophthalmology, Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, China; Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China.
| | - Xiang Gu
- Department of Ophthalmology, Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, China; Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China.
| | - Xiaofang Xu
- Department of Ophthalmology, Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, China; Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China.
| | - Shengfang Ge
- Department of Ophthalmology, Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, China; Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China.
| | - Renbing Jia
- Department of Ophthalmology, Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, China; Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China.
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16
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Liu R, Rizzo S, Waliany S, Garmhausen MR, Pal N, Huang Z, Chaudhary N, Wang L, Harbron C, Neal J, Copping R, Zou J. Systematic pan-cancer analysis of mutation-treatment interactions using large real-world clinicogenomics data. Nat Med 2022; 28:1656-1661. [PMID: 35773542 DOI: 10.1038/s41591-022-01873-5] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 05/16/2022] [Indexed: 11/10/2022]
Abstract
Quantifying the effectiveness of different cancer therapies in patients with specific tumor mutations is critical for improving patient outcomes and advancing precision medicine. Here we perform a large-scale computational analysis of 40,903 US patients with cancer who have detailed mutation profiles, treatment sequences and outcomes derived from electronic health records. We systematically identify 458 mutations that predict the survival of patients on specific immunotherapies, chemotherapy agents or targeted therapies across eight common cancer types. We further characterize mutation-mutation interactions that impact the outcomes of targeted therapies. This work demonstrates how computational analysis of large real-world data generates insights, hypotheses and resources to enable precision oncology.
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Affiliation(s)
- Ruishan Liu
- Department of Electrical Engineering, Stanford University, Stanford, CA, USA.,Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
| | | | - Sarah Waliany
- School of Medicine, Stanford University, Stanford, CA, USA
| | | | | | - Zhi Huang
- Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
| | | | - Lisa Wang
- Genentech, South San Francisco, CA, USA
| | | | - Joel Neal
- School of Medicine, Stanford University, Stanford, CA, USA
| | | | - James Zou
- Department of Electrical Engineering, Stanford University, Stanford, CA, USA. .,Department of Biomedical Data Science, Stanford University, Stanford, CA, USA.
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17
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Takahashi N, Kim S, Schultz CW, Rajapakse VN, Zhang Y, Redon CE, Fu H, Pongor L, Kumar S, Pommier Y, Aladjem MI, Thomas A. Replication stress defines distinct molecular subtypes across cancers. CANCER RESEARCH COMMUNICATIONS 2022; 2:503-517. [PMID: 36381660 PMCID: PMC9648410 DOI: 10.1158/2767-9764.crc-22-0168] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/22/2023]
Abstract
Endogenous replication stress is a major driver of genomic instability. Current assessments of replication stress are low throughput precluding its comprehensive assessment across tumors. Here we develop and validate a transcriptional profile of replication stress by leveraging established cellular characteristics that portend replication stress. The repstress gene signature defines a subset of tumors across lineages characterized by activated oncogenes, aneuploidy, extrachromosomal DNA amplification, immune evasion, high genomic instability, and poor survival, and importantly predicts response to agents targeting replication stress more robustly than previously reported transcriptomic measures of replication stress. Repstress score profiles the dual roles of replication stress during tumorigenesis and in established cancers and defines distinct molecular subtypes within cancers that may be more vulnerable to drugs targeting this dependency. Altogether, our study provides a molecular profile of replication stress, providing novel biological insights of the replication stress phenotype, with clinical implications.
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Affiliation(s)
- Nobuyuki Takahashi
- Developmental Therapeutics Branch, Center for Cancer Research, NCI, Bethesda, Maryland
- Medical Oncology Branch, Center Hospital, National Center for Global Health and Medicine, Tokyo, Japan
- Department of Medical Oncology, National Cancer Center East Hospital, Chiba, Japan
| | - Sehyun Kim
- Developmental Therapeutics Branch, Center for Cancer Research, NCI, Bethesda, Maryland
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea
| | | | - Vinodh N. Rajapakse
- Developmental Therapeutics Branch, Center for Cancer Research, NCI, Bethesda, Maryland
| | - Yang Zhang
- Developmental Therapeutics Branch, Center for Cancer Research, NCI, Bethesda, Maryland
| | - Christophe E. Redon
- Developmental Therapeutics Branch, Center for Cancer Research, NCI, Bethesda, Maryland
| | - Haiqing Fu
- Developmental Therapeutics Branch, Center for Cancer Research, NCI, Bethesda, Maryland
| | - Lorinc Pongor
- Developmental Therapeutics Branch, Center for Cancer Research, NCI, Bethesda, Maryland
| | - Suresh Kumar
- Developmental Therapeutics Branch, Center for Cancer Research, NCI, Bethesda, Maryland
| | - Yves Pommier
- Developmental Therapeutics Branch, Center for Cancer Research, NCI, Bethesda, Maryland
| | - Mirit I. Aladjem
- Developmental Therapeutics Branch, Center for Cancer Research, NCI, Bethesda, Maryland
| | - Anish Thomas
- Developmental Therapeutics Branch, Center for Cancer Research, NCI, Bethesda, Maryland
- Corresponding Author: Anish Thomas, Developmental Therapeutics Branch, NCI, Building 10 Center Drive, Bethesda, MD 20814. Phone: 240-760-7343; Fax: 954-827-0184; E-mail:
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18
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19
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Sager RA, Backe SJ, Ahanin E, Smith G, Nsouli I, Woodford MR, Bratslavsky G, Bourboulia D, Mollapour M. Therapeutic potential of CDK4/6 inhibitors in renal cell carcinoma. Nat Rev Urol 2022; 19:305-320. [PMID: 35264774 PMCID: PMC9306014 DOI: 10.1038/s41585-022-00571-8] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/24/2022] [Indexed: 12/12/2022]
Abstract
The treatment of advanced and metastatic kidney cancer has entered a golden era with the addition of more therapeutic options, improved survival and new targeted therapies. Tyrosine kinase inhibitors, mammalian target of rapamycin (mTOR) inhibitors and immune checkpoint blockade have all been shown to be promising strategies in the treatment of renal cell carcinoma (RCC). However, little is known about the best therapeutic approach for individual patients with RCC and how to combat therapeutic resistance. Cancers, including RCC, rely on sustained replicative potential. The cyclin-dependent kinases CDK4 and CDK6 are involved in cell-cycle regulation with additional roles in metabolism, immunogenicity and antitumour immune response. Inhibitors of CDK4 and CDK6 are now commonly used as approved and investigative treatments in breast cancer, as well as several other tumours. Furthermore, CDK4/6 inhibitors have been shown to work synergistically with other kinase inhibitors, including mTOR inhibitors, as well as with immune checkpoint inhibitors in preclinical cancer models. The effect of CDK4/6 inhibitors in kidney cancer is relatively understudied compared with other cancers, but the preclinical studies available are promising. Collectively, growing evidence suggests that targeting CDK4 and CDK6 in kidney cancer, alone and in combination with current therapeutics including mTOR and immune checkpoint inhibitors, might have therapeutic benefit and should be further explored.
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Affiliation(s)
- Rebecca A Sager
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY, USA
- Upstate Cancer Center, SUNY Upstate Medical University, Syracuse, NY, USA
| | - Sarah J Backe
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY, USA
- Upstate Cancer Center, SUNY Upstate Medical University, Syracuse, NY, USA
- Department of Biochemistry and Molecular Biology, SUNY Upstate Medical University, Syracuse, NY, USA
| | - Elham Ahanin
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY, USA
- Upstate Cancer Center, SUNY Upstate Medical University, Syracuse, NY, USA
- Department of Biochemistry and Molecular Biology, SUNY Upstate Medical University, Syracuse, NY, USA
| | - Garrett Smith
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY, USA
- Upstate Cancer Center, SUNY Upstate Medical University, Syracuse, NY, USA
| | - Imad Nsouli
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY, USA
- Upstate Cancer Center, SUNY Upstate Medical University, Syracuse, NY, USA
- Syracuse VA Medical Center, Syracuse, NY, USA
| | - Mark R Woodford
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY, USA
- Upstate Cancer Center, SUNY Upstate Medical University, Syracuse, NY, USA
- Department of Biochemistry and Molecular Biology, SUNY Upstate Medical University, Syracuse, NY, USA
| | - Gennady Bratslavsky
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY, USA
- Upstate Cancer Center, SUNY Upstate Medical University, Syracuse, NY, USA
- Department of Biochemistry and Molecular Biology, SUNY Upstate Medical University, Syracuse, NY, USA
| | - Dimitra Bourboulia
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY, USA
- Upstate Cancer Center, SUNY Upstate Medical University, Syracuse, NY, USA
- Department of Biochemistry and Molecular Biology, SUNY Upstate Medical University, Syracuse, NY, USA
| | - Mehdi Mollapour
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY, USA.
- Upstate Cancer Center, SUNY Upstate Medical University, Syracuse, NY, USA.
- Department of Biochemistry and Molecular Biology, SUNY Upstate Medical University, Syracuse, NY, USA.
- Syracuse VA Medical Center, Syracuse, NY, USA.
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20
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Watt AC, Goel S. Cellular mechanisms underlying response and resistance to CDK4/6 inhibitors in the treatment of hormone receptor-positive breast cancer. Breast Cancer Res 2022; 24:17. [PMID: 35248122 PMCID: PMC8898415 DOI: 10.1186/s13058-022-01510-6] [Citation(s) in RCA: 78] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Accepted: 02/20/2022] [Indexed: 12/24/2022] Open
Abstract
Pharmacological inhibitors of cyclin-dependent kinases 4 and 6 (CDK4/6) are now an established standard of care for patients with advanced hormone receptor-positive breast cancer. The canonical mechanism underlying CDK4/6 inhibitor activity is the suppression of phosphorylation of the retinoblastoma tumor suppressor protein, which serves to prevent cancer cell proliferation. Recent data suggest that these agents induce other diverse effects within both tumor and stromal compartments, which serve to explain aspects of their clinical activity. Here, we review these phenomena and discuss how they might be leveraged in the development of novel CDK4/6 inhibitor-containing combination treatments. We also briefly review the various known mechanisms of acquired resistance in the clinical setting.
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Affiliation(s)
- April C Watt
- Peter MacCallum Cancer Centre, 305 Grattan St, Melbourne, VIC, 3000, Australia.,Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, 3052, Australia
| | - Shom Goel
- Peter MacCallum Cancer Centre, 305 Grattan St, Melbourne, VIC, 3000, Australia. .,Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, 3052, Australia.
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21
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Tan AR, Wright GS, Thummala AR, Danso MA, Popovic L, Pluard TJ, Han HS, Vojnović Ž, Vasev N, Ma L, Richards DA, Wilks ST, Milenković D, Xiao J, Sorrentino J, Horton J, O'Shaughnessy J. Trilaciclib Prior to Chemotherapy in Patients with Metastatic Triple-Negative Breast Cancer: Final Efficacy and Subgroup Analysis from a Randomized Phase II Study. Clin Cancer Res 2022; 28:629-636. [PMID: 34887261 PMCID: PMC9377748 DOI: 10.1158/1078-0432.ccr-21-2272] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 08/25/2021] [Accepted: 12/02/2021] [Indexed: 01/07/2023]
Abstract
PURPOSE We report final antitumor efficacy results from a phase II study of trilaciclib, an intravenous cyclin-dependent kinase 4/6 (CDK4/6) inhibitor, administered prior to gemcitabine plus carboplatin (GCb) in patients with metastatic triple-negative breast cancer (NCT02978716). PATIENTS AND METHODS Patients were randomized (1:1:1) to group 1 [GCb (days 1, 8); n = 34], group 2 [trilaciclib prior to GCb (days 1, 8); n = 33], or group 3 [trilaciclib (days 1, 8) and trilaciclib prior to GCb (days 2, 9); n = 35]. Subgroup analyses were performed according to CDK4/6 dependence, level of programmed death-ligand 1 (PD-L1) expression, and RNA-based immune signatures using proportional hazards regression. T-cell receptor (TCR) β CDR3 regions were amplified and sequenced to identify, quantify, and compare the abundance of each unique TCRβ CDR3 at baseline and on treatment. RESULTS Median overall survival (OS) was 12.6 months in group 1, not reached in group 2 (HR = 0.31; P = 0.0016), 17.8 months in group 3 (HR = 0.40; P = 0.0004), and 19.8 months in groups 2 and 3 combined (HR = 0.37; P < 0.0001). Efficacy outcomes were comparable regardless of cancer CDK4/6 dependence status and immune signatures. Administering trilaciclib prior to GCb prolonged OS irrespective of PD-L1 status but had greater benefit in the PD-L1-positive population. T-cell activation was enhanced in patients receiving trilaciclib. CONCLUSIONS Administering trilaciclib prior to GCb enhanced antitumor efficacy, with significant improvements in OS. Efficacy outcomes in immunologic subgroups and enhancements in T-cell activation suggest these improvements may be mediated via immunologic mechanisms.
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Affiliation(s)
- Antoinette R. Tan
- Levine Cancer Institute, Atrium Health, Charlotte, North Carolina.,Corresponding Author: Antoinette R. Tan, Levine Cancer Institute, Atrium Health, 1021 Morehead Medical Drive, Suite 6200, Charlotte, NC 28204. Phone: 980–442–6039; Fax: 980–442–6321; E-mail:
| | - Gail S. Wright
- Florida Cancer Specialists and Research Institute, New Port Richey, Florida
| | | | | | - Lazar Popovic
- Oncology Institute of Vojvodina, University of Novi Sad, Novi Sad, Serbia
| | | | - Hyo S. Han
- H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | | | - Nikola Vasev
- University Clinic of Radiotherapy and Oncology, Skopje, North Macedonia
| | - Ling Ma
- Rocky Mountain Cancer Centers, Lakewood, Colorado
| | | | - Sharon T. Wilks
- Texas Oncology-San Antonio, US Oncology Research, San Antonio, Texas
| | | | - Jie Xiao
- G1 Therapeutics, Inc., Research Triangle Park, North Carolina
| | | | - Janet Horton
- G1 Therapeutics, Inc., Research Triangle Park, North Carolina
| | - Joyce O'Shaughnessy
- Texas Oncology—Baylor Charles A. Sammons Cancer Center, US Oncology Research, Dallas, Texas
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22
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Asrani K, Torres AFC, Woo J, Vidotto T, Tsai HK, Luo J, Corey E, Hanratty B, Coleman I, Yegnasubramanian S, De Marzo AM, Nelson PS, Haffner MC, Lotan TL. Reciprocal YAP1 loss and INSM1 expression in neuroendocrine prostate cancer. J Pathol 2021; 255:425-437. [PMID: 34431104 PMCID: PMC8599638 DOI: 10.1002/path.5781] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 07/30/2021] [Accepted: 08/19/2021] [Indexed: 12/13/2022]
Abstract
Neuroendocrine prostate cancer (NEPC) is a rare but aggressive histologic variant of prostate cancer that responds poorly to androgen deprivation therapy. Hybrid NEPC-adenocarcinoma (AdCa) tumors are common, often eluding accurate pathologic diagnosis and requiring ancillary markers for classification. We recently performed an outlier-based meta-analysis across a number of independent gene expression microarray datasets to identify novel markers that differentiate NEPC from AdCa, including up-regulation of insulinoma-associated protein 1 (INSM1) and loss of Yes-associated protein 1 (YAP1). Here, using diverse cancer gene expression datasets, we show that Hippo pathway-related genes, including YAP1, are among the top down-regulated gene sets with expression of the neuroendocrine transcription factors, including INSM1. In prostate cancer cell lines, transgenic mouse models, and human prostate tumor cohorts, we confirm that YAP1 RNA and YAP1 protein expression are silenced in NEPC and demonstrate that the inverse correlation of INSM1 and YAP1 expression helps to distinguish AdCa from NEPC. Mechanistically, we find that YAP1 loss in NEPC may help to maintain INSM1 expression in prostate cancer cell lines and we further demonstrate that YAP1 silencing likely occurs epigenetically, via CpG hypermethylation near its transcriptional start site. Taken together, these data nominate two additional markers to distinguish NEPC from AdCa and add to data from other tumor types suggesting that Hippo signaling is tightly reciprocally regulated with neuroendocrine transcription factor expression. © 2021 The Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.
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Affiliation(s)
- Kaushal Asrani
- Department of Pathology, Johns Hopkins School of Medicine, Baltimore, MD
| | - Alba F. C. Torres
- Department of Pathology, Johns Hopkins School of Medicine, Baltimore, MD
| | - Juhyung Woo
- Department of Pathology, Johns Hopkins School of Medicine, Baltimore, MD
| | - Thiago Vidotto
- Department of Pathology, Johns Hopkins School of Medicine, Baltimore, MD
| | - Harrison K. Tsai
- Department of Pathology, Johns Hopkins School of Medicine, Baltimore, MD
- Current address: Boston Children’s Hospital, Boston, MA
| | - Jun Luo
- Department of Urology, Johns Hopkins School of Medicine, Baltimore, MD
| | - Eva Corey
- Department of Urology, University of Washington, Seattle, WA
| | - Brian Hanratty
- Divisions of Human Biology and Clinical Research, Fred Hutchinson Cancer Center, Seattle, WA
| | - Ilsa Coleman
- Divisions of Human Biology and Clinical Research, Fred Hutchinson Cancer Center, Seattle, WA
| | - Srinivasan Yegnasubramanian
- Department of Pathology, Johns Hopkins School of Medicine, Baltimore, MD
- Department of Oncology, Johns Hopkins School of Medicine, Baltimore, MD
| | - Angelo M. De Marzo
- Department of Pathology, Johns Hopkins School of Medicine, Baltimore, MD
- Department of Urology, Johns Hopkins School of Medicine, Baltimore, MD
- Department of Oncology, Johns Hopkins School of Medicine, Baltimore, MD
| | - Peter S. Nelson
- Divisions of Human Biology and Clinical Research, Fred Hutchinson Cancer Center, Seattle, WA
| | - Michael C. Haffner
- Department of Pathology, Johns Hopkins School of Medicine, Baltimore, MD
- Divisions of Human Biology and Clinical Research, Fred Hutchinson Cancer Center, Seattle, WA
| | - Tamara L. Lotan
- Department of Pathology, Johns Hopkins School of Medicine, Baltimore, MD
- Department of Urology, Johns Hopkins School of Medicine, Baltimore, MD
- Department of Oncology, Johns Hopkins School of Medicine, Baltimore, MD
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23
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An androgen receptor switch underlies lineage infidelity in treatment-resistant prostate cancer. Nat Cell Biol 2021; 23:1023-1034. [PMID: 34489572 DOI: 10.1038/s41556-021-00743-5] [Citation(s) in RCA: 99] [Impact Index Per Article: 24.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 07/26/2021] [Indexed: 12/20/2022]
Abstract
Cancers adapt to increasingly potent targeted therapies by reprogramming their phenotype. Here we investigated such a phenomenon in prostate cancer, in which tumours can escape epithelial lineage confinement and transition to a high-plasticity state as an adaptive response to potent androgen receptor (AR) antagonism. We found that AR activity can be maintained as tumours adopt alternative lineage identities, with changes in chromatin architecture guiding AR transcriptional rerouting. The epigenetic regulator enhancer of zeste homologue 2 (EZH2) co-occupies the reprogrammed AR cistrome to transcriptionally modulate stem cell and neuronal gene networks-granting privileges associated with both fates. This function of EZH2 was associated with T350 phosphorylation and establishment of a non-canonical polycomb subcomplex. Our study provides mechanistic insights into the plasticity of the lineage-infidelity state governed by AR reprogramming that enabled us to redirect cell fate by modulating EZH2 and AR, highlighting the clinical potential of reversing resistance phenotypes.
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24
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Rajasekaran S, Siddiqui J, Rakijas J, Nicolay B, Lin C, Khan E, Patel R, Morris R, Wyler E, Boukhali M, Balasubramanyam J, Ranjith Kumar R, Van Rechem C, Vogel C, Elchuri SV, Landthaler M, Obermayer B, Haas W, Dyson N, Miles W. Integrated multi-omics analysis of RB-loss identifies widespread cellular programming and synthetic weaknesses. Commun Biol 2021; 4:977. [PMID: 34404904 PMCID: PMC8371045 DOI: 10.1038/s42003-021-02495-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Accepted: 07/26/2021] [Indexed: 11/09/2022] Open
Abstract
Inactivation of RB is one of the hallmarks of cancer, however gaps remain in our understanding of how RB-loss changes human cells. Here we show that pRB-depletion results in cellular reprogramming, we quantitatively measured how RB-depletion altered the transcriptional, proteomic and metabolic output of non-tumorigenic RPE1 human cells. These profiles identified widespread changes in metabolic and cell stress response factors previously linked to E2F function. In addition, we find a number of additional pathways that are sensitive to RB-depletion that are not E2F-regulated that may represent compensatory mechanisms to support the growth of RB-depleted cells. To determine whether these molecular changes are also present in RB1-/- tumors, we compared these results to Retinoblastoma and Small Cell Lung Cancer data, and identified widespread conservation of alterations found in RPE1 cells. To define which of these changes contribute to the growth of cells with de-regulated E2F activity, we assayed how inhibiting or depleting these proteins affected the growth of RB1-/- cells and of Drosophila E2f1-RNAi models in vivo. From this analysis, we identify key metabolic pathways that are essential for the growth of pRB-deleted human cells.
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Affiliation(s)
- Swetha Rajasekaran
- Department of Cancer Biology and Genetics, The Ohio State University, Columbus, OH, USA.,The Ohio State University Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Jalal Siddiqui
- Department of Cancer Biology and Genetics, The Ohio State University, Columbus, OH, USA.,The Ohio State University Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Jessica Rakijas
- Department of Cancer Biology and Genetics, The Ohio State University, Columbus, OH, USA.,The Ohio State University Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Brandon Nicolay
- Massachusetts General Hospital Cancer Center, Charlestown, MA, USA.,Harvard Medical School, Boston, MA, USA.,Agios Pharmaceutical, Cambridge, MA, USA
| | - Chenyu Lin
- Department of Cancer Biology and Genetics, The Ohio State University, Columbus, OH, USA.,The Ohio State University Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Eshan Khan
- Department of Cancer Biology and Genetics, The Ohio State University, Columbus, OH, USA.,The Ohio State University Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Rahi Patel
- Department of Cancer Biology and Genetics, The Ohio State University, Columbus, OH, USA.,The Ohio State University Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Robert Morris
- Massachusetts General Hospital Cancer Center, Charlestown, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Emanuel Wyler
- Berlin Institute for Medical Systems Biology, Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
| | - Myriam Boukhali
- Massachusetts General Hospital Cancer Center, Charlestown, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Jayashree Balasubramanyam
- Department of Nanobiotechnology, Vision Research Foundation, Sankara Nethralaya, Chennai, Tamil Nadu, India
| | - R Ranjith Kumar
- Department of Nanobiotechnology, Vision Research Foundation, Sankara Nethralaya, Chennai, Tamil Nadu, India
| | | | - Christine Vogel
- Center for Genomics and Systems Biology, Department of Biology, New York University, New York, USA
| | - Sailaja V Elchuri
- Department of Nanobiotechnology, Vision Research Foundation, Sankara Nethralaya, Chennai, Tamil Nadu, India
| | - Markus Landthaler
- Berlin Institute for Medical Systems Biology, Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
| | - Benedikt Obermayer
- Berlin Institute for Medical Systems Biology, Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany.,IRI Life Sciences, Institute für Biologie, Humboldt Universität zu Berlin, Berlin, Germany.,Core Unit Bioinformatics, Berlin Institute of Health (BIH), Berlin, Germany
| | - Wilhelm Haas
- Massachusetts General Hospital Cancer Center, Charlestown, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Nicholas Dyson
- Massachusetts General Hospital Cancer Center, Charlestown, MA, USA. .,Harvard Medical School, Boston, MA, USA.
| | - Wayne Miles
- Department of Cancer Biology and Genetics, The Ohio State University, Columbus, OH, USA. .,The Ohio State University Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA.
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25
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Chien TJ. A review of the endocrine resistance in hormone-positive breast cancer. Am J Cancer Res 2021; 11:3813-3831. [PMID: 34522451 PMCID: PMC8414389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Accepted: 06/25/2021] [Indexed: 06/13/2023] Open
Abstract
Hormone-positive breast cancer (BC) is a unique heterogeneous disease with a favorable prognosis compared to other types of breast cancer. As tumor biology influences the prognosis and clinical treatment, a deep understanding of how the molecular mechanisms regulate hormone sensitivity or resistance is critical in improving the efficacy and overcoming the endocrine resistance. This article comprehensively reviews the endocrine resistance in hormone-positive BC from a molecular and genetic perspective, encompassing the updated treatment and developing direction. This review includes the mechanisms of hormone resistance, which vary from epigenetic changes, crosstalk between signaling networks, cell cycle aberrance, and even change in the tumor microenvironment (TME) or stem cell. These mechanisms may contribute to treatment resistance. Current targeted therapy for hormone-resistant tumors includes PI3K/AKT/mTOR and cdk4/6 inhibitors. Several relevant pathways, biomarkers, and predictor genes have also been identified. Immunotherapy so far has a relatively less crucial role in hormone-positive than in triple-negative BC. Furthermore, the methodology to identify the PDL1 is not standardized. In a molecule and gene study, next-generation sequencing with circulating tumor DNA (ctDNA) has recently appeared as a sensitive and minimally invasive tool worth investigating.
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Affiliation(s)
- Tsai-Ju Chien
- Division of Hemato-Oncology, Department of Internal Medicine, Branch of Zhong-Zhou, Taipei City HospitalTaipei, Taiwan
- Division of Hemato-Oncology, Department of Internal Medicine, Branch of Jen-Ai, Taipei City HospitalTaipei, Taiwan
- Institute of Traditional Medicine, National Yang-Ming Chiao Tung UniversityTaipei, Taiwan
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26
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Okasho K, Mizuno K, Fukui T, Lin Y, Kamiyama Y, Sunada T, Li X, Kimura H, Sumiyoshi T, Goto T, Kobayashi T, Lin D, Wang Y, Collins CC, Inoue T, Ogawa O, Akamatsu S. Establishment and characterization of a novel treatment-related neuroendocrine prostate cancer cell line KUCaP13. Cancer Sci 2021; 112:2781-2791. [PMID: 33960594 PMCID: PMC8253279 DOI: 10.1111/cas.14935] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 04/24/2021] [Accepted: 04/26/2021] [Indexed: 12/15/2022] Open
Abstract
The prevalence of neuroendocrine prostate cancer (NEPC) arising from adenocarcinoma (AC) upon potent androgen receptor (AR) pathway inhibition is increasing. Deeper understanding of NEPC biology and development of novel therapeutic agents are needed. However, research is hindered by the paucity of research models, especially cell lines developed from NEPC patients. We established a novel NEPC cell line, KUCaP13, from tissue of a patient initially diagnosed with AC which later recurred as NEPC. The cell line has been maintained permanently in vitro under regular cell culture conditions and is amenable to gene engineering with lentivirus. KUCaP13 cells lack the expression of AR and overexpress NEPC-associated genes, including SOX2, EZH2, AURKA, PEG10, POU3F2, ENO2, and FOXA2. Importantly, the cell line maintains the homozygous deletion of CHD1, which was confirmed in the primary AC of the index patient. Loss of heterozygosity of TP53 and PTEN, and an allelic loss of RB1 with a transcriptomic signature compatible with Rb pathway aberration were revealed. Knockdown of PEG10 using shRNA significantly suppressed growth in vivo. Introduction of luciferase allowed serial monitoring of cells implanted orthotopically or in the renal subcapsule. Although H3K27me was reduced by EZH2 inhibition, reversion to AC was not observed. KUCaP13 is the first patient-derived, treatment-related NEPC cell line with triple loss of tumor suppressors critical for NEPC development through lineage plasticity. It could be valuable in research to deepen the understanding of NEPC.
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MESH Headings
- Adenocarcinoma/pathology
- Animals
- Apoptosis Regulatory Proteins/genetics
- Carcinoma, Neuroendocrine/genetics
- Carcinoma, Neuroendocrine/pathology
- Carcinoma, Neuroendocrine/secondary
- Cell Line, Tumor/metabolism
- Cell Line, Tumor/pathology
- DNA Helicases/genetics
- DNA-Binding Proteins/genetics
- Drug Screening Assays, Antitumor
- Enhancer of Zeste Homolog 2 Protein/antagonists & inhibitors
- Gene Deletion
- Gene Expression
- Genes, Neoplasm
- Genes, Retinoblastoma
- Genes, Tumor Suppressor
- Genes, p53
- Genetic Engineering
- Heterografts
- Homozygote
- Humans
- Karyotyping
- Loss of Heterozygosity
- Male
- Mice, SCID
- Middle Aged
- Neoplasm Recurrence, Local/pathology
- Neoplasm Transplantation
- PTEN Phosphohydrolase/genetics
- Penile Neoplasms/genetics
- Penile Neoplasms/secondary
- Prostatic Neoplasms/genetics
- Prostatic Neoplasms/pathology
- RNA-Binding Proteins/genetics
- Receptors, Androgen
- Mice
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Affiliation(s)
- Kosuke Okasho
- Department of UrologyKyoto University Graduate School of MedicineKyotoJapan
| | - Kei Mizuno
- Department of UrologyKyoto University Graduate School of MedicineKyotoJapan
| | - Tomohiro Fukui
- Department of UrologyKyoto University Graduate School of MedicineKyotoJapan
| | - Yen‐Yi Lin
- Vancouver Prostate CentreUniversity of British ColumbiaVancouverBCCanada
| | - Yuki Kamiyama
- Department of UrologyKyoto University Graduate School of MedicineKyotoJapan
| | - Takuro Sunada
- Department of UrologyKyoto University Graduate School of MedicineKyotoJapan
| | - Xin Li
- Department of UrologyKyoto University Graduate School of MedicineKyotoJapan
| | - Hiroko Kimura
- Department of UrologyKyoto University Graduate School of MedicineKyotoJapan
| | - Takayuki Sumiyoshi
- Department of UrologyKyoto University Graduate School of MedicineKyotoJapan
| | - Takayuki Goto
- Department of UrologyKyoto University Graduate School of MedicineKyotoJapan
| | - Takashi Kobayashi
- Department of UrologyKyoto University Graduate School of MedicineKyotoJapan
| | - Dong Lin
- Department of Experimental TherapeuticsBC Cancer AgencyVancouverBCCanada
| | - Yuzhuo Wang
- Department of Experimental TherapeuticsBC Cancer AgencyVancouverBCCanada
| | - Colin C. Collins
- Vancouver Prostate CentreUniversity of British ColumbiaVancouverBCCanada
| | - Takahiro Inoue
- Department of Nephro‐Urologic SurgeryMie University Graduate School of MedicineTsuJapan
| | - Osamu Ogawa
- Department of UrologyKyoto University Graduate School of MedicineKyotoJapan
| | - Shusuke Akamatsu
- Department of UrologyKyoto University Graduate School of MedicineKyotoJapan
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27
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O'Connor MJ, Thakar T, Nicolae CM, Moldovan GL. PARP14 regulates cyclin D1 expression to promote cell-cycle progression. Oncogene 2021; 40:4872-4883. [PMID: 34158578 PMCID: PMC8384455 DOI: 10.1038/s41388-021-01881-8] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2020] [Revised: 05/17/2021] [Accepted: 06/01/2021] [Indexed: 11/09/2022]
Abstract
Cyclin D1 is an essential regulator of the G1-S cell-cycle transition and is overexpressed in many cancers. Expression of cyclin D1 is under tight cellular regulation that is controlled by many signaling pathways. Here we report that PARP14, a member of the poly(ADP-ribose) polymerase (PARP) family, is a regulator of cyclin D1 expression. Depletion of PARP14 leads to decreased cyclin D1 protein levels. In cells with a functional retinoblastoma (RB) protein pathway, this results in G1 cell-cycle arrest and reduced proliferation. Mechanistically, we found that PARP14 controls cyclin D1 mRNA levels. Using luciferase assays, we show that PARP14 specifically regulates cyclin D1 3'UTR mRNA stability. Finally, we also provide evidence that G1 arrest in PARP14-depleted cells is dependent on an intact p53-p21 pathway. Our work uncovers a new role for PARP14 in promoting cell-cycle progression through both cyclin D1 and the p53 pathway.
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Affiliation(s)
- Michael J O'Connor
- Department of Biochemistry and Molecular Biology, The Pennsylvania State University College of Medicine, Hershey, PA, USA
| | - Tanay Thakar
- Department of Biochemistry and Molecular Biology, The Pennsylvania State University College of Medicine, Hershey, PA, USA
| | - Claudia M Nicolae
- Department of Biochemistry and Molecular Biology, The Pennsylvania State University College of Medicine, Hershey, PA, USA
| | - George-Lucian Moldovan
- Department of Biochemistry and Molecular Biology, The Pennsylvania State University College of Medicine, Hershey, PA, USA.
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28
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Coussy F, El-Botty R, Château-Joubert S, Dahmani A, Montaudon E, Leboucher S, Morisset L, Painsec P, Sourd L, Huguet L, Nemati F, Servely JL, Larcher T, Vacher S, Briaux A, Reyes C, La Rosa P, Lucotte G, Popova T, Foidart P, Sounni NE, Noel A, Decaudin D, Fuhrmann L, Salomon A, Reyal F, Mueller C, Ter Brugge P, Jonkers J, Poupon MF, Stern MH, Bièche I, Pommier Y, Marangoni E. BRCAness, SLFN11, and RB1 loss predict response to topoisomerase I inhibitors in triple-negative breast cancers. Sci Transl Med 2021; 12:12/531/eaax2625. [PMID: 32075943 DOI: 10.1126/scitranslmed.aax2625] [Citation(s) in RCA: 95] [Impact Index Per Article: 23.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Revised: 10/17/2019] [Accepted: 01/16/2020] [Indexed: 12/16/2022]
Abstract
Topoisomerase I (TOP1) inhibitors trap TOP1 cleavage complexes resulting in DNA double-strand breaks (DSBs) during replication, which are repaired by homologous recombination (HR). Triple-negative breast cancer (TNBC) could be eligible for TOP1 inhibitors given the considerable proportion of tumors with a defect in HR-mediated repair (BRCAness). The TOP1 inhibitor irinotecan was tested in 40 patient-derived xenografts (PDXs) of TNBC. BRCAness was determined with a single-nucleotide polymorphism (SNP) assay, and expression of Schlafen family member 11 (SLFN11) and retinoblastoma transcriptional corepressor 1 (RB1) was evaluated by real-time polymerase chain reaction (RT-PCR) and immunohistochemistry analyses. In addition, the combination of irinotecan and the ataxia telangiectasia and Rad3-related protein (ATR) inhibitor VE-822 was tested in SLFN11-negative PDXs, and two clinical non-camptothecin TOP1 inhibitors (LMP400 and LMP776) were tested. Thirty-eight percent of the TNBC models responded to irinotecan. BRCAness combined with high SLFN11 expression and RB1 loss identified highly sensitive tumors, consistent with the notion that deficiencies in cell cycle checkpoints and DNA repair result in high sensitivity to TOP1 inhibitors. Treatment by the ATR inhibitor VE-822 increased sensitivity to irinotecan in SLFN11-negative PDXs and abolished irinotecan-induced phosphorylation of checkpoint kinase 1 (CHK1). LMP400 (indotecan) and LMP776 (indimitecan) showed high antitumor activity in BRCA1-mutated or BRCAness-positive PDXs. Last, low SLFN11 expression was associated with poor survival in 250 patients with TNBC treated with anthracycline-based chemotherapy. In conclusion, a substantial proportion of TNBC respond to irinotecan. BRCAness, high SLFN11 expression, and RB1 loss are highly predictive of response to irinotecan and the clinical indenoisoquinoline TOP1 inhibitors.
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Affiliation(s)
- Florence Coussy
- Translational Research Department, Institut Curie, PSL Research University, 75005 Paris, France.,Medical Oncology Department, Institut Curie, PSL Research University, 75005 Paris, France.,Genetics Department, Institut Curie, PSL Research University, 75005 Paris, France
| | - Rania El-Botty
- Translational Research Department, Institut Curie, PSL Research University, 75005 Paris, France
| | | | - Ahmed Dahmani
- Translational Research Department, Institut Curie, PSL Research University, 75005 Paris, France
| | - Elodie Montaudon
- Translational Research Department, Institut Curie, PSL Research University, 75005 Paris, France
| | - Sophie Leboucher
- Institut Curie, PSL Research University, UMR3306, 91405 Orsay, France
| | - Ludivine Morisset
- Translational Research Department, Institut Curie, PSL Research University, 75005 Paris, France
| | - Pierre Painsec
- Translational Research Department, Institut Curie, PSL Research University, 75005 Paris, France
| | - Laura Sourd
- Translational Research Department, Institut Curie, PSL Research University, 75005 Paris, France
| | - Léa Huguet
- Translational Research Department, Institut Curie, PSL Research University, 75005 Paris, France
| | - Fariba Nemati
- Translational Research Department, Institut Curie, PSL Research University, 75005 Paris, France
| | - Jean-Luc Servely
- BioPôle Alfort, Ecole Nationale Vétérinaire d'Alfort, 94704 Maisons Alfort, France.,INRA, PHASE Department, 37380 Nouzilly, France
| | | | - Sophie Vacher
- Genetics Department, Institut Curie, PSL Research University, 75005 Paris, France
| | - Adrien Briaux
- Genetics Department, Institut Curie, PSL Research University, 75005 Paris, France
| | - Cécile Reyes
- Translational Research Department, Institut Curie, PSL Research University, 75005 Paris, France
| | - Philippe La Rosa
- INSERM, U900, 75005 Paris, France.,Institut Curie, PSL Research University, 75005 Paris, France
| | - Georges Lucotte
- INSERM, U900, 75005 Paris, France.,Institut Curie, PSL Research University, 75005 Paris, France
| | - Tatiana Popova
- Institut Curie, PSL Research University, 75005 Paris, France.,INSERM U830, 75005 Paris, France
| | - Pierre Foidart
- Laboratory of Tumor and Developmental Biology, Groupe Interdisciplinaire de Génoprotéomique Appliqué-Cancer (GIGA-Cancer), University of Liège, Liège 4000, Belgium
| | - Nor Eddine Sounni
- Laboratory of Tumor and Developmental Biology, Groupe Interdisciplinaire de Génoprotéomique Appliqué-Cancer (GIGA-Cancer), University of Liège, Liège 4000, Belgium
| | - Agnès Noel
- Laboratory of Tumor and Developmental Biology, Groupe Interdisciplinaire de Génoprotéomique Appliqué-Cancer (GIGA-Cancer), University of Liège, Liège 4000, Belgium
| | - Didier Decaudin
- Translational Research Department, Institut Curie, PSL Research University, 75005 Paris, France.,Medical Oncology Department, Institut Curie, PSL Research University, 75005 Paris, France
| | - Laetitia Fuhrmann
- Department of Pathology, Institut Curie, PSL Research University, 75005 Paris, France
| | - Anne Salomon
- Department of Pathology, Institut Curie, PSL Research University, 75005 Paris, France
| | - Fabien Reyal
- Surgery Department, Institut Curie, PSL Research University, 75005 Paris, France.,U932, Immunity and Cancer, INSERM, Institut Curie, 75005 Paris, France
| | - Christopher Mueller
- Queen's Cancer Research Institute, Queen's University, Kingston, ON K7L 3N6, Canada
| | - Petra Ter Brugge
- Division of Molecular Pathology and Cancer Genomics Centre Netherlands, Netherlands Cancer Institute, Amsterdam, 1066 CX, Netherlands
| | - Jos Jonkers
- Division of Molecular Pathology and Cancer Genomics Centre Netherlands, Netherlands Cancer Institute, Amsterdam, 1066 CX, Netherlands
| | - Marie-France Poupon
- Translational Research Department, Institut Curie, PSL Research University, 75005 Paris, France
| | - Marc-Henri Stern
- Institut Curie, PSL Research University, 75005 Paris, France.,INSERM U830, 75005 Paris, France
| | - Ivan Bièche
- Genetics Department, Institut Curie, PSL Research University, 75005 Paris, France
| | - Yves Pommier
- Developmental Therapeutics Branch and Laboratory of Molecular Pharmacology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA.
| | - Elisabetta Marangoni
- Translational Research Department, Institut Curie, PSL Research University, 75005 Paris, France.
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29
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Multi-omics profiling of primary small cell carcinoma of the esophagus reveals RB1 disruption and additional molecular subtypes. Nat Commun 2021; 12:3785. [PMID: 34145257 PMCID: PMC8213753 DOI: 10.1038/s41467-021-24043-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Accepted: 05/28/2021] [Indexed: 01/04/2023] Open
Abstract
Primary small cell carcinoma of the esophagus (PSCCE) is a lethal neuroendocrine carcinoma. Previous studies proposed a genetic similarity between PSCCE and esophageal squamous cell carcinoma (ESCC) but provided little evidence for differences in clinical course and neuroendocrine differentiation. We perform whole-exome sequencing, RNA sequencing and immunohistochemistry profiling on 46 PSCCE cases. Integrated analyses enable the discovery of multiple mechanisms of RB1 disruption in 98% (45/46) of cases. The transcriptomic landscape of PSCCE closely resembles small cell lung cancer (SCLC) but differs from ESCC or esophageal adenocarcinoma (EAC). Distinct gene expression patterns regulated by ASCL1 and NEUROD1 define two molecular subtypes, PSCCE-A and PSCCE-N, which are highly similar to SCLC subtypes. A T cell excluded phenotype is widely observed in PSCCE. In conclusion, PSCCE has genomic alterations, transcriptome features and molecular subtyping highly similar to SCLC but distinct from ESCC or EAC. These observations are relevant to oncogenesis mechanisms and therapeutic vulnerability. Primary small cell carcinoma of the oesophagus has a poor prognosis, and has not been fully characterised molecularly. Here, the authors study the disease using multi-omics technology and find frequent RB1 disruptions and similarities to small cell lung cancer, opening potential therapeutic avenues.
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30
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Mandigo AC, Yuan W, Xu K, Gallagher P, Pang A, Guan YF, Shafi AA, Thangavel C, Sheehan B, Bogdan D, Paschalis A, McCann JJ, Laufer TS, Gordon N, Vasilevskaya IA, Dylgjeri E, Chand SN, Schiewer MJ, Domingo-Domenech J, Den RB, Holst J, McCue PA, de Bono JS, McNair C, Knudsen KE. RB/E2F1 as a Master Regulator of Cancer Cell Metabolism in Advanced Disease. Cancer Discov 2021; 11:2334-2353. [PMID: 33879449 DOI: 10.1158/2159-8290.cd-20-1114] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 01/20/2021] [Accepted: 04/16/2021] [Indexed: 12/13/2022]
Abstract
Loss of the retinoblastoma (RB) tumor suppressor protein is a critical step in reprogramming biological networks that drive cancer progression, although mechanistic insight has been largely limited to the impact of RB loss on cell-cycle regulation. Here, isogenic modeling of RB loss identified disease stage-specific rewiring of E2F1 function, providing the first-in-field mapping of the E2F1 cistrome and transcriptome after RB loss across disease progression. Biochemical and functional assessment using both in vitro and in vivo models identified an unexpected, prominent role for E2F1 in regulation of redox metabolism after RB loss, driving an increase in the synthesis of the antioxidant glutathione, specific to advanced disease. These E2F1-dependent events resulted in protection from reactive oxygen species in response to therapeutic intervention. On balance, these findings reveal novel pathways through which RB loss promotes cancer progression and highlight potentially new nodes of intervention for treating RB-deficient cancers. SIGNIFICANCE: This study identifies stage-specific consequences of RB loss across cancer progression that have a direct impact on tumor response to clinically utilized therapeutics. The study herein is the first to investigate the effect of RB loss on global metabolic regulation and link RB/E2F1 to redox control in multiple advanced diseases.This article is highlighted in the In This Issue feature, p. 2113.
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Affiliation(s)
- Amy C Mandigo
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Wei Yuan
- The Institute of Cancer Research, London, United Kingdom.,The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Kexin Xu
- The University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | - Peter Gallagher
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Angel Pang
- School of Medical Sciences and Prince of Wales Clinical School, University of New South Wales, Sydney, New South Wales, Australia
| | - Yi Fang Guan
- School of Medical Sciences and Prince of Wales Clinical School, University of New South Wales, Sydney, New South Wales, Australia
| | - Ayesha A Shafi
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Chellappagounder Thangavel
- Departments of Urology, Medical Oncology and Radiation Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania.,Department of Dermatology, Thomas Jefferson University, Philadelphia, Pennsylvania.,Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Beshara Sheehan
- The Institute of Cancer Research, London, United Kingdom.,The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Denisa Bogdan
- The Institute of Cancer Research, London, United Kingdom.,The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Alec Paschalis
- The Institute of Cancer Research, London, United Kingdom.,The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Jennifer J McCann
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Talya S Laufer
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Nicolas Gordon
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Irina A Vasilevskaya
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Emanuela Dylgjeri
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Saswati N Chand
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Matthew J Schiewer
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | | | - Robert B Den
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania.,Departments of Urology, Medical Oncology and Radiation Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania.,Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Jeff Holst
- Department of Dermatology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Peter A McCue
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania.,Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Johann S de Bono
- The Institute of Cancer Research, London, United Kingdom.,The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Christopher McNair
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania.,Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Karen E Knudsen
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania. .,Departments of Urology, Medical Oncology and Radiation Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania.,Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, Pennsylvania
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31
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Gomatou G, Trontzas I, Ioannou S, Drizou M, Syrigos N, Kotteas E. Mechanisms of resistance to cyclin-dependent kinase 4/6 inhibitors. Mol Biol Rep 2021; 48:915-925. [PMID: 33409716 DOI: 10.1007/s11033-020-06100-3] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 12/16/2020] [Indexed: 12/13/2022]
Abstract
Cyclin-dependent kinase (CDK) 4/6 inhibitors have emerged in the treatment of metastatic hormone receptor (HR)-positive and human epidermal growth factor receptor 2 (HER2)-negative breast cancer. However, most patients will eventually present disease progression, highlighting the inevitable resistance of cancer cells to CDK4/6 inhibition. Several studies have suggested that resistance mechanisms involve aberrations of the molecules that regulate the cell cycle, and the re-wiring of the cell to escape CDK4/6 dependence and turn to alternative pathways. Loss of retinoblastoma function, overexpression of CDK 6, upregulation of cyclin E, overexpression of CDK 7, and dysregulation of several signaling pathways, notably the PI3/AKT/mTOR pathway, have been implicated in the development of resistance to CDK4/6 inhibitors. Overlap with endocrine resistance mechanisms might be possible. Combinational therapeutic strategies should be explored in order to prevent resistance and optimize the management of patients after progression under CDK 4/6 inhibition.
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Affiliation(s)
- Georgia Gomatou
- Oncology Unit, 3rd Department of Medicine, 'Sotiria' General Hospital, National and Kapodistrian University of Athens, Athens, Greece.
| | - Ioannis Trontzas
- Oncology Unit, 3rd Department of Medicine, 'Sotiria' General Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Stephanie Ioannou
- Oncology Unit, 3rd Department of Medicine, 'Sotiria' General Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Maria Drizou
- Oncology Unit, 3rd Department of Medicine, 'Sotiria' General Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Nikolaos Syrigos
- Oncology Unit, 3rd Department of Medicine, 'Sotiria' General Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Elias Kotteas
- Oncology Unit, 3rd Department of Medicine, 'Sotiria' General Hospital, National and Kapodistrian University of Athens, Athens, Greece
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32
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He MX, Cuoco MS, Crowdis J, Bosma-Moody A, Zhang Z, Bi K, Kanodia A, Su MJ, Ku SY, Garcia MM, Sweet AR, Rodman C, DelloStritto L, Silver R, Steinharter J, Shah P, Izar B, Walk NC, Burke KP, Bakouny Z, Tewari AK, Liu D, Camp SY, Vokes NI, Salari K, Park J, Vigneau S, Fong L, Russo JW, Yuan X, Balk SP, Beltran H, Rozenblatt-Rosen O, Regev A, Rotem A, Taplin ME, Van Allen EM. Transcriptional mediators of treatment resistance in lethal prostate cancer. Nat Med 2021; 27:426-433. [PMID: 33664492 PMCID: PMC7960507 DOI: 10.1038/s41591-021-01244-6] [Citation(s) in RCA: 114] [Impact Index Per Article: 28.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2020] [Accepted: 01/13/2021] [Indexed: 02/07/2023]
Abstract
Metastatic castration-resistant prostate cancer is typically lethal, exhibiting intrinsic or acquired resistance to second-generation androgen-targeting therapies and minimal response to immune checkpoint inhibitors1. Cellular programs driving resistance in both cancer and immune cells remain poorly understood. We present single-cell transcriptomes from 14 patients with advanced prostate cancer, spanning all common metastatic sites. Irrespective of treatment exposure, adenocarcinoma cells pervasively coexpressed multiple androgen receptor isoforms, including truncated isoforms hypothesized to mediate resistance to androgen-targeting therapies2,3. Resistance to enzalutamide was associated with cancer cell-intrinsic epithelial-mesenchymal transition and transforming growth factor-β signaling. Small cell carcinoma cells exhibited divergent expression programs driven by transcriptional regulators promoting lineage plasticity and HOXB5, HOXB6 and NR1D2 (refs. 4-6). Additionally, a subset of patients had high expression of dysfunction markers on cytotoxic CD8+ T cells undergoing clonal expansion following enzalutamide treatment. Collectively, the transcriptional characterization of cancer and immune cells from human metastatic castration-resistant prostate cancer provides a basis for the development of therapeutic approaches complementing androgen signaling inhibition.
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Affiliation(s)
- Meng Xiao He
- Harvard Graduate Program in Biophysics, Boston, MA USA ,grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA ,grid.66859.34Broad Institute of Harvard and MIT, Cambridge, MA USA
| | - Michael S. Cuoco
- grid.66859.34Broad Institute of Harvard and MIT, Cambridge, MA USA
| | - Jett Crowdis
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA ,grid.66859.34Broad Institute of Harvard and MIT, Cambridge, MA USA
| | - Alice Bosma-Moody
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA ,grid.66859.34Broad Institute of Harvard and MIT, Cambridge, MA USA ,grid.38142.3c000000041936754XHarvard Medical School, Boston, MA USA
| | - Zhenwei Zhang
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA ,grid.416999.a0000 0004 0591 6261Present Address: Department of Pathology, University of Massachusetts Memorial Medical Center, Worcester, MA USA
| | - Kevin Bi
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA ,grid.66859.34Broad Institute of Harvard and MIT, Cambridge, MA USA
| | - Abhay Kanodia
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA
| | - Mei-Ju Su
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA
| | - Sheng-Yu Ku
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA
| | - Maria Mica Garcia
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA
| | - Amalia R. Sweet
- grid.239395.70000 0000 9011 8547Department of Medicine, Division of Hematology/Oncology, Beth Israel Deaconess Medical Center, Boston, MA USA
| | | | - Laura DelloStritto
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA ,grid.65499.370000 0001 2106 9910Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, MA USA
| | - Rebecca Silver
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA
| | - John Steinharter
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA
| | - Parin Shah
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA
| | - Benjamin Izar
- Columbia Center for Translational Immunology, New York, NY USA ,grid.239585.00000 0001 2285 2675Department of Medicine, Division of Hematology/Oncology, Columbia University Medical Center, New York, NY USA
| | - Nathan C. Walk
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA
| | - Kelly P. Burke
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA ,grid.38142.3c000000041936754XDepartment of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA USA ,grid.62560.370000 0004 0378 8294Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women’s Hospital, Boston, MA USA
| | - Ziad Bakouny
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA
| | - Alok K. Tewari
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA
| | - David Liu
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA ,grid.66859.34Broad Institute of Harvard and MIT, Cambridge, MA USA
| | - Sabrina Y. Camp
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA ,grid.66859.34Broad Institute of Harvard and MIT, Cambridge, MA USA
| | - Natalie I. Vokes
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA ,grid.66859.34Broad Institute of Harvard and MIT, Cambridge, MA USA ,grid.240145.60000 0001 2291 4776Present Address: Department of Thoracic/Head and Neck Oncology, MD Anderson Cancer Center, Houston, TX USA ,grid.240145.60000 0001 2291 4776Present Address: Department of Genomic Medicine, MD Anderson Cancer Center, Houston, TX USA
| | - Keyan Salari
- grid.66859.34Broad Institute of Harvard and MIT, Cambridge, MA USA ,grid.32224.350000 0004 0386 9924Department of Urology, Massachusetts General Hospital, Boston, MA USA
| | - Jihye Park
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA ,grid.66859.34Broad Institute of Harvard and MIT, Cambridge, MA USA
| | - Sébastien Vigneau
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA ,grid.66859.34Broad Institute of Harvard and MIT, Cambridge, MA USA ,grid.65499.370000 0001 2106 9910Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, MA USA
| | - Lawrence Fong
- grid.266102.10000 0001 2297 6811Division of Hematology and Oncology, University of California, San Francisco, San Francisco, CA USA
| | - Joshua W. Russo
- grid.239395.70000 0000 9011 8547Department of Medicine, Division of Hematology/Oncology, Beth Israel Deaconess Medical Center, Boston, MA USA
| | - Xin Yuan
- grid.239395.70000 0000 9011 8547Department of Medicine, Division of Hematology/Oncology, Beth Israel Deaconess Medical Center, Boston, MA USA
| | - Steven P. Balk
- grid.239395.70000 0000 9011 8547Department of Medicine, Division of Hematology/Oncology, Beth Israel Deaconess Medical Center, Boston, MA USA
| | - Himisha Beltran
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA
| | | | - Aviv Regev
- grid.66859.34Broad Institute of Harvard and MIT, Cambridge, MA USA ,grid.116068.80000 0001 2341 2786Department of Biology, Howard Hughes Medical Institute and Koch Institute for Integrative Cancer Research, MIT, Cambridge, MA USA ,grid.418158.10000 0004 0534 4718Present Address: Genentech, South San Francisco, CA USA
| | - Asaf Rotem
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA ,grid.66859.34Broad Institute of Harvard and MIT, Cambridge, MA USA ,grid.65499.370000 0001 2106 9910Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, MA USA ,grid.418152.bPresent Address: AstraZeneca, Waltham, MA USA
| | - Mary-Ellen Taplin
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA
| | - Eliezer M. Van Allen
- grid.65499.370000 0001 2106 9910Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA ,grid.66859.34Broad Institute of Harvard and MIT, Cambridge, MA USA ,grid.65499.370000 0001 2106 9910Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, MA USA
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33
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Roelofs PA, Goh CY, Chua BH, Jarvis MC, Stewart TA, McCann JL, McDougle RM, Carpenter MA, Martens JW, Span PN, Kappei D, Harris RS. Characterization of the mechanism by which the RB/E2F pathway controls expression of the cancer genomic DNA deaminase APOBEC3B. eLife 2020; 9:61287. [PMID: 32985974 PMCID: PMC7553775 DOI: 10.7554/elife.61287] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Accepted: 09/25/2020] [Indexed: 12/14/2022] Open
Abstract
APOBEC3B (A3B)-catalyzed DNA cytosine deamination contributes to the overall mutational landscape in breast cancer. Molecular mechanisms responsible for A3B upregulation in cancer are poorly understood. Here we show that a single E2F cis-element mediates repression in normal cells and that expression is activated by its mutational disruption in a reporter construct or the endogenous A3B gene. The same E2F site is required for A3B induction by polyomavirus T antigen indicating a shared molecular mechanism. Proteomic and biochemical experiments demonstrate the binding of wildtype but not mutant E2F promoters by repressive PRC1.6/E2F6 and DREAM/E2F4 complexes. Knockdown and overexpression studies confirm the involvement of these repressive complexes in regulating A3B expression. Altogether, these studies demonstrate that A3B expression is suppressed in normal cells by repressive E2F complexes and that viral or mutational disruption of this regulatory network triggers overexpression in breast cancer and provides fuel for tumor evolution.
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Affiliation(s)
- Pieter A Roelofs
- Department of Biochemistry, Molecular Biology and Biophysics, Masonic Cancer Center, Institute for Molecular Virology, Center for Genome Engineering, University of Minnesota, Minneapolis, United States.,Department of Radiation Oncology, Radboud University Medical Center, Nijmegen, Netherlands
| | - Chai Yeen Goh
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Boon Haow Chua
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore.,Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Matthew C Jarvis
- Department of Biochemistry, Molecular Biology and Biophysics, Masonic Cancer Center, Institute for Molecular Virology, Center for Genome Engineering, University of Minnesota, Minneapolis, United States
| | - Teneale A Stewart
- Department of Biochemistry, Molecular Biology and Biophysics, Masonic Cancer Center, Institute for Molecular Virology, Center for Genome Engineering, University of Minnesota, Minneapolis, United States.,Mater Research Institute, The University of Queensland, Faculty of Medicine, Brisbane, Australia
| | - Jennifer L McCann
- Department of Biochemistry, Molecular Biology and Biophysics, Masonic Cancer Center, Institute for Molecular Virology, Center for Genome Engineering, University of Minnesota, Minneapolis, United States.,Howard Hughes Medical Institute, University of Minnesota, Minneapolis, United States
| | - Rebecca M McDougle
- Department of Biochemistry, Molecular Biology and Biophysics, Masonic Cancer Center, Institute for Molecular Virology, Center for Genome Engineering, University of Minnesota, Minneapolis, United States.,Hennepin Healthcare, Minneapolis, United States
| | - Michael A Carpenter
- Department of Biochemistry, Molecular Biology and Biophysics, Masonic Cancer Center, Institute for Molecular Virology, Center for Genome Engineering, University of Minnesota, Minneapolis, United States.,Howard Hughes Medical Institute, University of Minnesota, Minneapolis, United States
| | - John Wm Martens
- Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Paul N Span
- Department of Radiation Oncology, Radboud University Medical Center, Nijmegen, Netherlands
| | - Dennis Kappei
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore.,Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Reuben S Harris
- Department of Biochemistry, Molecular Biology and Biophysics, Masonic Cancer Center, Institute for Molecular Virology, Center for Genome Engineering, University of Minnesota, Minneapolis, United States.,Howard Hughes Medical Institute, University of Minnesota, Minneapolis, United States
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Quantifying the Landscape and Transition Paths for Proliferation-Quiescence Fate Decisions. J Clin Med 2020; 9:jcm9082582. [PMID: 32784979 PMCID: PMC7466041 DOI: 10.3390/jcm9082582] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2020] [Revised: 07/30/2020] [Accepted: 08/03/2020] [Indexed: 12/01/2022] Open
Abstract
The cell cycle, essential for biological functions, experiences delicate spatiotemporal regulation. The transition between G1 and S phase, which is called the proliferation–quiescence decision, is critical to the cell cycle. However, the stability and underlying stochastic dynamical mechanisms of the proliferation–quiescence decision have not been fully understood. To quantify the process of the proliferation–quiescence decision, we constructed its underlying landscape based on the relevant gene regulatory network. We identified three attractors on the landscape corresponding to the G0, G1, and S phases, individually, which are supported by single-cell data. By calculating the transition path, which quantifies the potential barrier, we built expression profiles in temporal order for key regulators in different transitions. We propose that the two saddle points on the landscape characterize restriction point (RP) and G1/S checkpoint, respectively, which provides quantitative and physical explanations for the mechanisms of Rb governing the RP while p21 controlling the G1/S checkpoint. We found that Emi1 inhibits the transition from G0 to G1, while Emi1 in a suitable range facilitates the transition from G1 to S. These results are partially consistent with previous studies, which also suggested new roles of Emi1 in the cell cycle. By global sensitivity analysis, we identified some critical regulatory factors influencing the proliferation–quiescence decision. Our work provides a global view of the stochasticity and dynamics in the proliferation–quiescence decision of the cell cycle.
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35
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Le TT, Bruckbauer A, Tahirbegi B, Magness AJ, Ying L, Ellington AD, Cass AEG. A highly stable RNA aptamer probe for the retinoblastoma protein in live cells. Chem Sci 2020; 11:4467-4474. [PMID: 34122904 PMCID: PMC8159449 DOI: 10.1039/d0sc01613f] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Although RNA aptamers can show comparable or better specificity and affinity to antibodies and have the advantage of being able to access different live cell compartments, they are often much less stable in vivo. We report here the first aptamer that binds human retinoblastoma protein (RB) and is stable in live cells. RB is both a key protein in cell cycle control and also a tumour suppressor. The aptamer was selected from an RNA library against a unique 12-residue helical peptide derived from RB rather than the whole protein molecule. It binds RB with high affinity (K d = 5.1 ± 0.1 nM) and is a putative RNA G-quadruplex structure formed by an 18-nucleotide sequence (18E16 - GGA GGG UGG AGG GAA GGG), which may account for its high stability. Confocal fluorescence microscopy of live cells transfected with the aptamer shows it is stable intracellularly and efficient in entering the nucleus where an analogous antibody was inaccessible. The findings demonstrate this aptamer is an advanced probe for RB in live cell applications.
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Affiliation(s)
- Thao T Le
- Department of Chemistry, Imperial College London 80 Wood Lane W12 0BZ UK
| | | | - Bogachan Tahirbegi
- Department of Chemistry, Imperial College London 80 Wood Lane W12 0BZ UK
| | | | - Liming Ying
- National Heart and Lung Institute, Imperial College London SW7 2AZ UK
| | - Andrew D Ellington
- Molecular Biosciences, The University of Texas at Austin Texas 78712 USA
| | - Anthony E G Cass
- Department of Chemistry, Imperial College London 80 Wood Lane W12 0BZ UK
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36
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Knudsen ES, Nambiar R, Rosario SR, Smiraglia DJ, Goodrich DW, Witkiewicz AK. Pan-cancer molecular analysis of the RB tumor suppressor pathway. Commun Biol 2020; 3:158. [PMID: 32242058 PMCID: PMC7118159 DOI: 10.1038/s42003-020-0873-9] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Accepted: 02/26/2020] [Indexed: 12/21/2022] Open
Abstract
The retinoblastoma tumor suppressor gene (RB1) plays a critical role in coordinating multiple pathways that impact cancer initiation, disease progression, and therapeutic responses. Here we probed molecular features associated with the RB-pathway across 31 tumor-types. While the RB-pathway has been purported to exhibit multiple mutually exclusive genetic events, only RB1 alteration is mutually exclusive with deregulation of CDK4/6 activity. An ER+ breast cancer model with targeted RB1 deletion was used to identify signatures of CDK4/6 activity and RB-dependency (CDK4/6-RB integrated signature). This signature was prognostic in tumor-types with gene expression features indicative of slower growth. Single copy loss on chromosome 13q encompassing the RB1 locus is prevalent in many cancers, yielding reduced expression of multiple genes in cis, and is inversely related to the CDK4/6-RB integrated signature supporting a cause-effect relationship. Genes that are positively and inversely correlated with the CDK4/6-RB integrated signature define new tumor-specific pathways associated with RB-pathway activity.
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Affiliation(s)
- Erik S Knudsen
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14203, USA. .,Department of Molecular and Cellular Biology, Buffalo, USA. .,Center for Personalized Medicine, Buffalo, USA.
| | - Ram Nambiar
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14203, USA.,Department of Molecular and Cellular Biology, Buffalo, USA
| | - Spencer R Rosario
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14203, USA.,Department of Genetics and Genomics, Buffalo, USA
| | - Dominic J Smiraglia
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14203, USA.,Department of Genetics and Genomics, Buffalo, USA
| | - David W Goodrich
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14203, USA.,Department of Pharmacology and Therapeutics, Buffalo, USA
| | - Agnieszka K Witkiewicz
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14203, USA. .,Center for Personalized Medicine, Buffalo, USA. .,Department of Pathology, Buffalo, USA.
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37
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Risi E, Biagioni C, Benelli M, Migliaccio I, McCartney A, Bonechi M, Guarducci C, Hilbers F, Di Cosimo S, Huober J, Romagnoli D, Boccalini G, Vitale S, Sotiriou C, Biganzoli L, Di Leo A, Malorni L. An RB-1 loss of function gene signature as a tool to predict response to neoadjuvant chemotherapy plus anti-HER2 agents: a substudy of the NeoALTTO trial (BIG 1-06). Ther Adv Med Oncol 2019; 11:1758835919891608. [PMID: 31853266 PMCID: PMC6906346 DOI: 10.1177/1758835919891608] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Accepted: 11/05/2019] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND Chemotherapy added to anti-HER2 agents (H) is the treatment of choice in patients with HER2+ early breast cancer. However, HER2+ tumours are clinically and biologically heterogeneous, and treatment response varies significantly by hormone receptor (HR) status and molecular subtype. Predictive biomarkers are needed in this context. This study assessed whether an RB-1 loss of function gene signature (RBsig) is predictive of response to neoadjuvant chemotherapy in combination with trastuzumab, lapatinib or both, within the NeoALTTO trial. METHODS We collected RNA-sequencing data from pretreatment biopsies derived from the NeoALTTO trial. RBsig expression was computed retrospectively and correlated with pathological complete response (pCR) using receiver-operating characteristic (ROC) curves. The RBsig was dichotomised as High/Low in correspondence to the 25th percentile. Reported p values resulted from Fisher's exact test. RESULTS Of 455 NeoALTTO patients, 244 were eligible for this substudy (HR+ n = 129; HR- n = 115). Overall, pCR rate was significantly higher in patients with RBsig High tumours than those with RBsig Low (35% versus 18% respectively; p = 0.01). The area under the ROC curve (AUC) was 0.60 (95% CI 0.52-0.67). A remarkably low pCR rate of 11% was seen in HR+/RBsig Low patients versus 28% in HR+/RBsig High. CONCLUSIONS These results indicate RBsig may add valuable information to HER2 and HR expression, which may in turn inform treatment choices. HR+/HER2+/RBsig Low breast cancers exhibited the poorest pathological response following chemotherapy plus H. Accordingly, in such patients, endocrine therapy in combination with H and, possibly, a CDK4/6 inhibitor, may potentially prove to be a more effective treatment.
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Affiliation(s)
- Emanuela Risi
- Sandro Pitigliani Medical Oncology Department,
Hospital of Prato, via Suor Niccolina Infermiera 20, Prato, 59100,
Italy
- Sandro Pitigliani Translational Research Unit,
Hospital of Prato, Prato, Italy
| | | | | | - Ilenia Migliaccio
- Sandro Pitigliani Translational Research Unit,
Hospital of Prato, Prato, Italy
| | - Amelia McCartney
- Sandro Pitigliani Medical Oncology Department,
Hospital of Prato, Prato, Italy
| | - Martina Bonechi
- Sandro Pitigliani Translational Research Unit,
Hospital of Prato, Prato, Italy
| | - Cristina Guarducci
- Sandro Pitigliani Translational Research Unit,
Hospital of Prato, Prato, Italy
| | | | - Serena Di Cosimo
- Division of Medical Oncology, Fondazione IRCCS
Istituto Nazionale dei Tumori, Milan, Italy
| | - Jens Huober
- Breast Center, University of Ulm, Ulm,
Germany
| | | | - Giulia Boccalini
- Sandro Pitigliani Translational Research Unit,
Hospital of Prato, Prato, Italy
| | - Stefania Vitale
- Sandro Pitigliani Medical Oncology Department,
Hospital of Prato, Prato, Italy
- Department of Medical Biotechnologies,
University of Siena, Siena, Italy
| | - Christos Sotiriou
- Breast Cancer Translational Research
Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels,
Belgium
| | - Laura Biganzoli
- Sandro Pitigliani Medical Oncology Department,
Hospital of Prato, Prato, Italy
| | - Angelo Di Leo
- Sandro Pitigliani Medical Oncology Department,
Hospital of Prato, Prato, Italy
| | - Luca Malorni
- Sandro Pitigliani Medical Oncology Department,
Hospital of Prato, Prato, Italy
- Sandro Pitigliani Translational Research Unit,
Hospital of Prato, Prato, Italy
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38
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Lloyd V, Morse M, Purakal B, Parker J, Benard P, Crone M, Pfiffner S, Szmyd M, Dinda S. Hormone-Like Effects of Bisphenol A on p53 and Estrogen Receptor Alpha in Breast Cancer Cells. Biores Open Access 2019; 8:169-184. [PMID: 31681507 PMCID: PMC6823605 DOI: 10.1089/biores.2018.0048] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Bisphenol A (BPA) is a polymerizing agent commonly found in plastics that has been linked to xenoestrogenic activity. In this study, we analyzed the estrogen-like effects of BPA on the expression of estrogen receptor (ER)α and p53 with hormonal and antihormonal treatments in T-47D and MCF-7 cells. Cells were cultured in medium containing 5% charcoal-stripped fetal bovine serum for 6 days to deplete any endogenous steroids or effectors. The cells were then treated for 24 h with 600 nM BPA, which was determined to be the optimal value by a concentration study of BPA from 1 nM to 2 μM. Extracted cellular proteins were quantified and subjected to sodium dodecyl sulfate–polyacrylamide gel electrophoresis (SDS-PAGE)/Western blot analysis. The cell proliferation assays were quantified upon exposure to BPA. Laser confocal microscopy was performed to determine the cytolocalization of p53 and ERα upon treatment with BPA. Western blot analysis revealed that BPA caused an increase in the cellular protein p53 in a concentration-dependent manner. While treatment with BPA did not affect the cytolocalization of p53, an increase in cell proliferation was observed. Our studies provide interesting leads to delineate the possible mechanistic relationship among BPA, ER, and tumor suppressor proteins in breast cancer cells.
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Affiliation(s)
- Victoria Lloyd
- Department of Biomedical Diagnostic and Therapeutic Sciences, School of Health Sciences, Center of Biomedical Research, Oakland University, Rochester, Michigan
| | - Mia Morse
- Department of Biomedical Diagnostic and Therapeutic Sciences, School of Health Sciences, Center of Biomedical Research, Oakland University, Rochester, Michigan
| | - Betsy Purakal
- Department of Biomedical Diagnostic and Therapeutic Sciences, School of Health Sciences, Center of Biomedical Research, Oakland University, Rochester, Michigan
| | - Jordan Parker
- Department of Biomedical Diagnostic and Therapeutic Sciences, School of Health Sciences, Center of Biomedical Research, Oakland University, Rochester, Michigan
| | - Paige Benard
- Department of Biomedical Diagnostic and Therapeutic Sciences, School of Health Sciences, Center of Biomedical Research, Oakland University, Rochester, Michigan
| | - Michael Crone
- Department of Biomedical Diagnostic and Therapeutic Sciences, School of Health Sciences, Center of Biomedical Research, Oakland University, Rochester, Michigan
| | - Samantha Pfiffner
- Department of Biomedical Diagnostic and Therapeutic Sciences, School of Health Sciences, Center of Biomedical Research, Oakland University, Rochester, Michigan
| | - Monica Szmyd
- Department of Biomedical Diagnostic and Therapeutic Sciences, School of Health Sciences, Center of Biomedical Research, Oakland University, Rochester, Michigan
| | - Sumi Dinda
- Department of Biomedical Diagnostic and Therapeutic Sciences, School of Health Sciences, Center of Biomedical Research, Oakland University, Rochester, Michigan
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39
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Choi C, Park S, Cho WK, Choi DH. Cyclin D1 is Associated with Radiosensitivity of Triple-Negative Breast Cancer Cells to Proton Beam Irradiation. Int J Mol Sci 2019; 20:ijms20194943. [PMID: 31591311 PMCID: PMC6801441 DOI: 10.3390/ijms20194943] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Revised: 10/04/2019] [Accepted: 10/05/2019] [Indexed: 01/21/2023] Open
Abstract
Proton therapy offers a distinct physical advantage over conventional X-ray therapy, but its biological advantages remain understudied. In this study, we aimed to identify genetic factors that contribute to proton sensitivity in breast cancer (BC). Therefore, we screened relative biological effectiveness (RBE) of 230 MeV protons, compared to 6 MV X-rays, in ten human BC cell lines, including five triple-negative breast cancer (TNBC) cell lines. Clonogenic survival assays revealed a wide range of proton RBE across the BC cell lines, with one out of ten BC cell lines having an RBE significantly different from the traditional generic RBE of 1.1. An abundance of cyclin D1 was associated with proton RBE. Downregulation of RB1 by siRNA or a CDK4/6 inhibitor increased proton sensitivity but not proton RBE. Instead, the depletion of cyclin D1 increased proton RBE in two TNBC cell lines, including MDA-MB-231 and Hs578T cells. Conversely, overexpression of cyclin D1 decreased the proton RBE in cyclin D1-deficient BT-549 cells. The depletion of cyclin D1 impaired proton-induced RAD51 foci formation in MDA-MB-231 cells. Taken together, this study provides important clues about the cyclin D1-CDK4-RB1 pathway as a potential target for proton beam therapy in TNBC.
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Affiliation(s)
- Changhoon Choi
- Department of Radiation Oncology, Samsung Medical Center, Seoul 06351, Korea.
| | - Sohee Park
- Department of Radiation Oncology, Samsung Medical Center, Seoul 06351, Korea.
| | - Won Kyung Cho
- Department of Radiation Oncology, Samsung Medical Center, Seoul 06351, Korea.
| | - Doo Ho Choi
- Department of Radiation Oncology, Samsung Medical Center, Seoul 06351, Korea.
- Department of Radiation Oncology, Sungkyunkwan University School of Medicine, Seoul 06351, Korea.
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40
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Abstract
Deregulated cell division, resulting in aberrant cell proliferation, is one of the key hallmarks of cancer. Cyclin-dependent kinases (CDKs) play a central role in cell cycle progression in cancer, and the clinical development of the CDK4/6 inhibitors palbociclib, ribociclib, and abemaciclib has changed clinical practice in the setting of endocrine-receptor positive breast cancer. Results of pivotal phase II and III trials investigating these CDK4/6 inhibitors in patients with endocrine receptor-positive, advanced breast cancer have demonstrated a significant improvement in progression-free survival, with a safe toxicity profile. No validated biomarkers of sensitivity or resistance exist at the moment. Future development of CDK4/6 inhibitors in breast cancer should focus on the identification of predictive biomarkers, the development of drug combinations to overcome resistance, and the application of CDK4/6 inhibitors to other breast cancer subtypes.
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41
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Indovina P, Pentimalli F, Conti D, Giordano A. Translating RB1 predictive value in clinical cancer therapy: Are we there yet? Biochem Pharmacol 2019; 166:323-334. [PMID: 31176618 DOI: 10.1016/j.bcp.2019.06.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2019] [Accepted: 06/03/2019] [Indexed: 12/16/2022]
Abstract
The retinoblastoma RB1 gene has been identified in the 80s as the first tumor suppressor. RB1 loss of function, as well alterations in its pathway, occur in most human cancers and often have prognostic value. RB1 has a key role in restraining cell cycle entry and, along with its family members, regulates a myriad of cellular processes and affects cell response to a variety of stimuli, ultimately determining cell fate. Consistently, RB1 status is a crucial determinant of the cell response to antitumoral therapies, impacting on the outcome of both traditional and modern anti-cancer strategies, including precision medicine approaches, such as kinase inhibitors, and immunotherapy. Despite many efforts however, the predictive value of RB1 status in the clinical practice is still underused, mainly owing to the complexity of RB1 function, to differences depending on the cellular context and on the therapeutic strategies, and, not-lastly, to technical issues. Here, we provide an overview of studies analyzing the role of RB1 in response to conventional cytotoxic and cytostatic therapeutic agents in different cancer types, including hormone dependent ones. We also review RB1 predictive value in the response to the last generation CDK4/6 inhibitors, other kinase inhibitors, and immunotherapy and discuss new emerging non-canonical roles of RB1 that could impact on the response to antitumoral treatments.
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Affiliation(s)
- Paola Indovina
- Sbarro Institute for Cancer Research and Molecular Medicine, Center for Biotechnology, College of Science and Technology, Temple University, Philadelphia, PA 19122, USA
| | - Francesca Pentimalli
- Cell Biology and Biotherapy Unit, Istituto Nazionale Tumori, IRCCS, Fondazione G. Pascale, Napoli 80131, Italy
| | - Daniele Conti
- Sbarro Institute for Cancer Research and Molecular Medicine, Center for Biotechnology, College of Science and Technology, Temple University, Philadelphia, PA 19122, USA; Department of Medical Biotechnologies, University of Siena, Siena 53100, Italy
| | - Antonio Giordano
- Sbarro Institute for Cancer Research and Molecular Medicine, Center for Biotechnology, College of Science and Technology, Temple University, Philadelphia, PA 19122, USA; Department of Medical Biotechnologies, University of Siena, Siena 53100, Italy.
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42
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Abida W, Cyrta J, Heller G, Prandi D, Armenia J, Coleman I, Cieslik M, Benelli M, Robinson D, Van Allen EM, Sboner A, Fedrizzi T, Mosquera JM, Robinson BD, De Sarkar N, Kunju LP, Tomlins S, Wu YM, Nava Rodrigues D, Loda M, Gopalan A, Reuter VE, Pritchard CC, Mateo J, Bianchini D, Miranda S, Carreira S, Rescigno P, Filipenko J, Vinson J, Montgomery RB, Beltran H, Heath EI, Scher HI, Kantoff PW, Taplin ME, Schultz N, deBono JS, Demichelis F, Nelson PS, Rubin MA, Chinnaiyan AM, Sawyers CL. Genomic correlates of clinical outcome in advanced prostate cancer. Proc Natl Acad Sci U S A 2019; 116:11428-11436. [PMID: 31061129 PMCID: PMC6561293 DOI: 10.1073/pnas.1902651116] [Citation(s) in RCA: 935] [Impact Index Per Article: 155.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Heterogeneity in the genomic landscape of metastatic prostate cancer has become apparent through several comprehensive profiling efforts, but little is known about the impact of this heterogeneity on clinical outcome. Here, we report comprehensive genomic and transcriptomic analysis of 429 patients with metastatic castration-resistant prostate cancer (mCRPC) linked with longitudinal clinical outcomes, integrating findings from whole-exome, transcriptome, and histologic analysis. For 128 patients treated with a first-line next-generation androgen receptor signaling inhibitor (ARSI; abiraterone or enzalutamide), we examined the association of 18 recurrent DNA- and RNA-based genomic alterations, including androgen receptor (AR) variant expression, AR transcriptional output, and neuroendocrine expression signatures, with clinical outcomes. Of these, only RB1 alteration was significantly associated with poor survival, whereas alterations in RB1, AR, and TP53 were associated with shorter time on treatment with an ARSI. This large analysis integrating mCRPC genomics with histology and clinical outcomes identifies RB1 genomic alteration as a potent predictor of poor outcome, and is a community resource for further interrogation of clinical and molecular associations.
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Affiliation(s)
- Wassim Abida
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065
| | - Joanna Cyrta
- Department of Pathology, Weill Medical College of Cornell University, New York, NY 10021
- Department for Biomedical Research, University of Bern, 3008 Bern, Switzerland
| | - Glenn Heller
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065
| | - Davide Prandi
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38123 Trento, Italy
| | - Joshua Armenia
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065
| | - Ilsa Coleman
- Fred Hutchinson Cancer Center, University of Washington, Seattle, WA 98109
| | - Marcin Cieslik
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109
| | - Matteo Benelli
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38123 Trento, Italy
| | - Dan Robinson
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109
| | - Eliezer M Van Allen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215
- Broad Institute, Cambridge, MA 02142
| | - Andrea Sboner
- Department of Pathology, Weill Medical College of Cornell University, New York, NY 10021
| | - Tarcisio Fedrizzi
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38123 Trento, Italy
| | - Juan Miguel Mosquera
- Department of Pathology, Weill Medical College of Cornell University, New York, NY 10021
| | - Brian D Robinson
- Department of Pathology, Weill Medical College of Cornell University, New York, NY 10021
| | - Navonil De Sarkar
- Fred Hutchinson Cancer Center, University of Washington, Seattle, WA 98109
| | - Lakshmi P Kunju
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109
| | - Scott Tomlins
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109
| | - Yi Mi Wu
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109
| | - Daniel Nava Rodrigues
- Institute of Cancer Research, London SW7 3RP, United Kingdom
- The Royal Marsden National Health Service Foundation Trust, London SM2 5NG, United Kingdom
| | - Massimo Loda
- Department of Pathology, Weill Medical College of Cornell University, New York, NY 10021
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA 02215
| | - Anuradha Gopalan
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY 10065
| | - Victor E Reuter
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY 10065
| | - Colin C Pritchard
- Fred Hutchinson Cancer Center, University of Washington, Seattle, WA 98109
| | - Joaquin Mateo
- Institute of Cancer Research, London SW7 3RP, United Kingdom
- The Royal Marsden National Health Service Foundation Trust, London SM2 5NG, United Kingdom
| | - Diletta Bianchini
- Institute of Cancer Research, London SW7 3RP, United Kingdom
- The Royal Marsden National Health Service Foundation Trust, London SM2 5NG, United Kingdom
| | - Susana Miranda
- Institute of Cancer Research, London SW7 3RP, United Kingdom
- The Royal Marsden National Health Service Foundation Trust, London SM2 5NG, United Kingdom
| | - Suzanne Carreira
- Institute of Cancer Research, London SW7 3RP, United Kingdom
- The Royal Marsden National Health Service Foundation Trust, London SM2 5NG, United Kingdom
| | - Pasquale Rescigno
- Institute of Cancer Research, London SW7 3RP, United Kingdom
- The Royal Marsden National Health Service Foundation Trust, London SM2 5NG, United Kingdom
| | - Julie Filipenko
- Prostate Cancer Clinical Trials Consortium, New York, NY 10065
| | - Jacob Vinson
- Prostate Cancer Clinical Trials Consortium, New York, NY 10065
| | | | - Himisha Beltran
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215
- Department of Medicine, Weill Medical College of Cornell University, New York, NY 10021
| | - Elisabeth I Heath
- Department of Pathology, Wayne State University School of Medicine, Detroit, MI 48201
- Department of Oncology, Barbara Ann Karmanos Cancer Institute, Detroit, MI 48201
| | - Howard I Scher
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065
| | - Philip W Kantoff
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065
| | - Mary-Ellen Taplin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215
| | - Nikolaus Schultz
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065
| | - Johann S deBono
- Institute of Cancer Research, London SW7 3RP, United Kingdom
- The Royal Marsden National Health Service Foundation Trust, London SM2 5NG, United Kingdom
| | - Francesca Demichelis
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38123 Trento, Italy
| | - Peter S Nelson
- Fred Hutchinson Cancer Center, University of Washington, Seattle, WA 98109;
| | - Mark A Rubin
- Department of Pathology, Weill Medical College of Cornell University, New York, NY 10021;
- Department for Biomedical Research, University of Bern, 3008 Bern, Switzerland
| | - Arul M Chinnaiyan
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109;
- Howard Hughes Medical Institute, University of Michigan, Ann Arbor, MI 48109
| | - Charles L Sawyers
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065;
- Howard Hughes Medical Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065
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43
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de Jong Y, Ingola M, Briaire-de Bruijn IH, Kruisselbrink AB, Venneker S, Palubeckaite I, Heijs BPAM, Cleton-Jansen AM, Haas RLM, Bovée JVMG. Radiotherapy resistance in chondrosarcoma cells; a possible correlation with alterations in cell cycle related genes. Clin Sarcoma Res 2019; 9:9. [PMID: 31160965 PMCID: PMC6540537 DOI: 10.1186/s13569-019-0119-0] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2019] [Accepted: 05/20/2019] [Indexed: 02/07/2023] Open
Abstract
Background Conventional chondrosarcomas are malignant cartilage tumors considered radioresistant. Nevertheless, retrospective series show a small but significant survival benefit for patients with locally advanced disease treated with radiotherapy. And, in daily practice when considered inoperable their irradiation is an accepted indication for proton beam radiotherapy. Therefore, we investigated the sensitivity of chondrosarcoma cell lines and -tissue samples towards radiotherapy and screened for biomarkers to identify predictors of radiosensitivity. Methods Proliferation and clonogenic assays were performed in chondrosarcoma cell lines after γ-radiation in combination with mutant IDH1 inhibitor AGI-5198. In addition, glutathione levels were measured using mass spectrometry. Chondrosarcoma tumor explants were irradiated after which γ-H2AX foci were counted. Mutation analysis was performed using the Ion AmpliSeq™ Cancer Hotspot Panel and immunohistochemical staining’s were performed for P-S6, LC-3B, P53, Bcl-2, Bcl-xl and Survivin. Results were correlated with the number of γ-H2AX foci. Results Chondrosarcoma cell lines were variably γ-radiation resistant. No difference in radiosensitivity, nor glutathione levels was observed after treatment with AGI-5198. Irradiated chondrosarcoma patient tissue presented a variable increase in γ-H2AX foci compared to non-radiated tissue. Samples were divided into two groups, high and low radioresistant, based on the amount of γ-H2AX foci. All four highly resistant tumors exhibited mutations in the pRb pathway, while none of the less radioresistant tumors showed mutations in these genes. Conclusions Chondrosarcoma cell lines as well as primary tumors are variably radioresistant, particularly in case of a defective Rb pathway. Whether selection for radiotherapy can be based upon an intact Rb pathway should be further investigated. Electronic supplementary material The online version of this article (10.1186/s13569-019-0119-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Yvonne de Jong
- 1Department of Pathology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
| | - Martha Ingola
- 2Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, The Netherlands
| | - Inge H Briaire-de Bruijn
- 1Department of Pathology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
| | - Alwine B Kruisselbrink
- 1Department of Pathology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
| | - Sanne Venneker
- 1Department of Pathology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
| | - Ieva Palubeckaite
- 1Department of Pathology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
| | - Bram P A M Heijs
- 2Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, The Netherlands
| | - Anne-Marie Cleton-Jansen
- 1Department of Pathology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
| | - Rick L M Haas
- 3Department of Radiation Oncology, Leiden University Medical Center, Leiden, The Netherlands.,4Department of Radiation Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Judith V M G Bovée
- 1Department of Pathology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
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Giannone G, Tuninetti V, Ghisoni E, Genta S, Scotto G, Mittica G, Valabrega G. Role of Cyclin-Dependent Kinase Inhibitors in Endometrial Cancer. Int J Mol Sci 2019; 20:E2353. [PMID: 31083638 PMCID: PMC6539322 DOI: 10.3390/ijms20092353] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Revised: 04/15/2019] [Accepted: 05/10/2019] [Indexed: 12/27/2022] Open
Abstract
Endometrial Cancer (EC) is an important cause of death in women worldwide. Despite early diagnosis and optimal treatment of localized disease, relapsed patients have few therapeutic options because after first line therapy, currently no standard of care exists. On the basis of endocrine positivity of most endometrioid ECs, Endocrine Therapy (ET) is a reasonable and widely accepted option. Better knowledge of molecular mechanisms involved in cancer highlighted the deregulated activity of Cyclin-Dependent Kinases (CDKs) in the cell cycle as a hallmark of carcinogenesis supporting the development of a new class of drugs: CDK inhibitors (CDKis). The aim of this review is to give an overview on CDKis preclinical, early clinical activity and future development in EC. Use of CDKis has a strong preclinical rationale but we have poor clinical data. Similar to breast cancer, most ongoing trials are investigating synergistic associations between CDKis and ET. These trials will probably help in defining the best clinical setting of CDKis in ECs, which are the best partner drugs, and how to manage CDKis toxicities with a focus on potential biomarkers of response.
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Affiliation(s)
- Gaia Giannone
- Department of Oncology, University of Turin, Via Giuseppe Verdi, 8, 10124 Turin, Italy.
- Candiolo Cancer Institute-FPO-IRCCS, Strada Provinciale 142 km 3.95, 10060 Candiolo, Turin, Italy.
| | - Valentina Tuninetti
- Department of Oncology, University of Turin, Via Giuseppe Verdi, 8, 10124 Turin, Italy.
- Candiolo Cancer Institute-FPO-IRCCS, Strada Provinciale 142 km 3.95, 10060 Candiolo, Turin, Italy.
| | - Eleonora Ghisoni
- Department of Oncology, University of Turin, Via Giuseppe Verdi, 8, 10124 Turin, Italy.
- Candiolo Cancer Institute-FPO-IRCCS, Strada Provinciale 142 km 3.95, 10060 Candiolo, Turin, Italy.
| | - Sofia Genta
- Department of Oncology, University of Turin, Via Giuseppe Verdi, 8, 10124 Turin, Italy.
- Candiolo Cancer Institute-FPO-IRCCS, Strada Provinciale 142 km 3.95, 10060 Candiolo, Turin, Italy.
| | - Giulia Scotto
- Department of Oncology, University of Turin, Via Giuseppe Verdi, 8, 10124 Turin, Italy.
- Candiolo Cancer Institute-FPO-IRCCS, Strada Provinciale 142 km 3.95, 10060 Candiolo, Turin, Italy.
| | - Gloria Mittica
- Units of Oncology, ASL Verbano Cusio Ossola (VCO), Via Fiume, 18, 28922 Verbania, Italy.
| | - Giorgio Valabrega
- Department of Oncology, University of Turin, Via Giuseppe Verdi, 8, 10124 Turin, Italy.
- Candiolo Cancer Institute-FPO-IRCCS, Strada Provinciale 142 km 3.95, 10060 Candiolo, Turin, Italy.
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45
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Chen WS, Alshalalfa M, Zhao SG, Liu Y, Mahal BA, Quigley DA, Wei T, Davicioni E, Rebbeck TR, Kantoff PW, Maher CA, Knudsen KE, Small EJ, Nguyen PL, Feng FY. Novel RB1-Loss Transcriptomic Signature Is Associated with Poor Clinical Outcomes across Cancer Types. Clin Cancer Res 2019; 25:4290-4299. [PMID: 31010837 DOI: 10.1158/1078-0432.ccr-19-0404] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Revised: 03/27/2019] [Accepted: 04/17/2019] [Indexed: 12/15/2022]
Abstract
PURPOSE Rb-pathway disruption is of great clinical interest, as it has been shown to predict outcomes in multiple cancers. We sought to develop a transcriptomic signature for detecting biallelic RB1 loss (RBS) that could be used to assess the clinical implications of RB1 loss on a pan-cancer scale. EXPERIMENTAL DESIGN We utilized data from the Cancer Cell Line Encyclopedia (N = 995) to develop the first pan-cancer transcriptomic signature for predicting biallelic RB1 loss (RBS). Model accuracy was validated using The Cancer Genome Atlas (TCGA) Pan-Cancer dataset (N = 11,007). RBS was then used to assess the clinical relevance of biallelic RB1 loss in TCGA Pan-Cancer and in an additional metastatic castration-resistant prostate cancer (mCRPC) cohort. RESULTS RBS outperformed the leading existing signature for detecting RB1 biallelic loss across all cancer types in TCGA Pan-Cancer (AUC, 0.89 vs. 0.66). High RBS (RB1 biallelic loss) was associated with promoter hypermethylation (P = 0.008) and gene body hypomethylation (P = 0.002), suggesting RBS could detect epigenetic gene silencing. TCGA Pan-Cancer clinical analyses revealed that high RBS was associated with short progression-free (P < 0.00001), overall (P = 0.0004), and disease-specific (P < 0.00001) survival. On multivariable analyses, high RBS was predictive of shorter progression-free survival in TCGA Pan-Cancer (P = 0.03) and of shorter overall survival in mCRPC (P = 0.004) independently of the number of DNA alterations in RB1. CONCLUSIONS Our study provides the first validated tool to assess RB1 biallelic loss across cancer types based on gene expression. RBS can be useful for analyzing datasets with or without DNA-sequencing results to investigate the emerging prognostic and treatment implications of Rb-pathway disruption.See related commentary by Choudhury and Beltran, p. 4199.
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Affiliation(s)
- William S Chen
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California.,Yale School of Medicine, New Haven, Connecticut
| | - Mohammed Alshalalfa
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California.,Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, Massachusetts
| | - Shuang G Zhao
- Department of Radiation Oncology, University of Michigan, Ann Arbor, Michigan
| | - Yang Liu
- GenomeDx Biosciences, Vancouver, British Columbia, Canada
| | - Brandon A Mahal
- Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, Massachusetts
| | - David A Quigley
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California
| | - Ting Wei
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California
| | - Elai Davicioni
- GenomeDx Biosciences, Vancouver, British Columbia, Canada
| | - Timothy R Rebbeck
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Philip W Kantoff
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Christopher A Maher
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, Missouri.,Department of Internal Medicine, Washington University in St. Louis, St. Louis, Missouri.,Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, Missouri
| | - Karen E Knudsen
- Departments of Cancer Biology and Medical Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Eric J Small
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California.,Department of Medicine, University of California, San Francisco, San Francisco, California
| | - Paul L Nguyen
- Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, Massachusetts
| | - Felix Y Feng
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California. .,Departments of Radiation Oncology and Urology, University of California, San Francisco, San Francisco, California
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Alexandrou S, George SM, Ormandy CJ, Lim E, Oakes SR, Caldon CE. The Proliferative and Apoptotic Landscape of Basal-like Breast Cancer. Int J Mol Sci 2019; 20:ijms20030667. [PMID: 30720718 PMCID: PMC6387372 DOI: 10.3390/ijms20030667] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2018] [Revised: 01/21/2019] [Accepted: 01/28/2019] [Indexed: 02/07/2023] Open
Abstract
Basal-like breast cancer (BLBC) is an aggressive molecular subtype that represents up to 15% of breast cancers. It occurs in younger patients, and typically shows rapid development of locoregional and distant metastasis, resulting in a relatively high mortality rate. Its defining features are that it is positive for basal cytokeratins and, epidermal growth factor receptor and/or c-Kit. Problematically, it is typically negative for the estrogen receptor and human epidermal growth factor receptor 2 (HER2), which means that it is unsuitable for either hormone therapy or targeted HER2 therapy. As a result, there are few therapeutic options for BLBC, and a major priority is to define molecular subgroups of BLBC that could be targeted therapeutically. In this review, we focus on the highly proliferative and anti-apoptotic phenotype of BLBC with the goal of defining potential therapeutic avenues, which could take advantage of these aspects of tumor development.
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Affiliation(s)
- Sarah Alexandrou
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, 2010 Sydney, Australia.
| | - Sandra Marie George
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, 2010 Sydney, Australia.
| | - Christopher John Ormandy
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, 2010 Sydney, Australia.
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, 2052 Sydney, Australia.
| | - Elgene Lim
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, 2010 Sydney, Australia.
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, 2052 Sydney, Australia.
| | - Samantha Richelle Oakes
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, 2010 Sydney, Australia.
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, 2052 Sydney, Australia.
| | - C Elizabeth Caldon
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, 2010 Sydney, Australia.
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, 2052 Sydney, Australia.
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Cao J, Zhu Z, Wang H, Nichols TC, Lui GYL, Deng S, Rejto PA, VanArsdale T, Hardwick JS, Weinrich SL, Wei P. Combining CDK4/6 inhibition with taxanes enhances anti-tumor efficacy by sustained impairment of pRB-E2F pathways in squamous cell lung cancer. Oncogene 2019; 38:4125-4141. [PMID: 30700828 DOI: 10.1038/s41388-019-0708-7] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Revised: 12/03/2018] [Accepted: 12/15/2018] [Indexed: 02/08/2023]
Abstract
The CDK4/6 inhibitor palbociclib reduces tumor growth by decreasing retinoblastoma (RB) protein phosphorylation and inducing cell cycle arrest at the G1/S phase transition. Palbociclib in combination with anti-hormonal therapy brings significant benefit to breast cancer patients. In this study, novel combination approaches and underlying molecular/cellular mechanisms for palbociclib were explored in squamous cell lung cancer (SqCLC), the second most common subtype of non-small cell lung cancer. While approximate 20% lung patients benefit from immunotherapy, most SqCLC patients who receive platinum-doublet chemotherapy as first-line treatment, which often includes a taxane, are still in need of more effective combination therapies. Our results demonstrated enhanced cytotoxicity and anti-tumor effect with palbociclib plus taxanes at clinically achievable doses in multiple SqCLC models with diverse cancer genetic backgrounds. Comprehensive gene expression analysis revealed a sustained disruption of pRB-E2F signaling by combination that was accompanied with enhanced regulation of pleiotropic biological effects. These included several novel mechanisms such as abrogation of G2/M and mitotic spindle assembly checkpoints, as well as impaired induction of hypoxia-inducible factor 1 alpha (HIF-1α). The decrease in HIF-1α modulated a couple key angiogenic and anti-angiogenic factors, resulting in an enhanced anti-angiogenic effect. This preclinical work suggests a new therapeutic opportunity for palbociclib in lung and other cancers currently treated with taxane based chemotherapy as standard of care.
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Affiliation(s)
- Joan Cao
- Oncology Translational Research, Pfizer Inc., San Diego, CA, 92121, USA
| | - Zhou Zhu
- Oncology Translational Research, Pfizer Inc., San Diego, CA, 92121, USA
| | - Hui Wang
- Genomics Institute of the Novartis Research Foundation, San Diego, CA, 92121, USA
| | - Timothy C Nichols
- Drug Safety Research and Development, Pfizer Inc., San Diego, CA, 92121, USA
| | - Goldie Y L Lui
- Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Shibing Deng
- Biostatistics, La Jolla Laboratories, Pfizer Inc., San Diego, CA, 92121, USA
| | - Paul A Rejto
- Oncology Translational Research, Pfizer Inc., San Diego, CA, 92121, USA
| | - Todd VanArsdale
- Tumor Cell Biology, Oncology Research and Development, Pfizer Inc., San Diego, CA, 92121, USA
| | - James S Hardwick
- Oncology Translational Research, Pfizer Inc., San Diego, CA, 92121, USA
| | - Scott L Weinrich
- Oncology Translational Research, Pfizer Inc., San Diego, CA, 92121, USA
| | - Ping Wei
- Oncology Translational Research, Pfizer Inc., San Diego, CA, 92121, USA.
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48
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Synergistic anti-cancer activity of CDK4/6 inhibitor palbociclib and dual mTOR kinase inhibitor MLN0128 in pRb-expressing ER-negative breast cancer. Breast Cancer Res Treat 2019; 174:615-625. [PMID: 30607633 DOI: 10.1007/s10549-018-05104-9] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2018] [Accepted: 12/14/2018] [Indexed: 12/31/2022]
Abstract
PURPOSE Palbociclib is an approved cyclin-dependent kinase (CDK) 4/6 inhibitor for treatment of patients with ER-positive and HER2-negative breast cancers. While Retinoblastoma protein (pRb), a major substrate of CDK4/6, is a potential target in triple negative breast cancer (TNBC), the usefulness of CDK4/6 inhibitors in this cancer has not been established. This preclinical study investigated the combination effects of palbociclib and the dual mammalian target of rapamycin (mTOR) kinase inhibitor MLN0128 in estrogen receptor (ER)-negative breast cancer in vitro and in vivo. METHODS The combined effects of two drugs on three TNBC cell lines (MB231, MB468, and CAL148) and an ER-negative and HER2-positive cell line (MB453) were investigated by MTT assay and colony formation analysis. Cell cycle measurements were examined as well as changes in expression of molecules related to G1/S transition and the mTOR pathway. Importantly, a pRb-expressing TNBC patient-derived xenograft (PDX) model was used to assess the effects of the combination in vivo. RESULTS A combination of palbociclib and MLN0128 synergistically inhibited the proliferation of pRb-expressing cell lines and induced G1 cell cycle arrest. Western blot analysis revealed that CDK4/6-pRb and mTOR pathways were inhibited by these treatments. In pRb-expressing TNBC PDX, the combination treatment drastically suppressed tumor growth compared to either the control or single drug treatments. In addition, the combination treatment significantly reduced the number of Ki67-positive cells. CONCLUSIONS We revealed that palbociclib and MLN0128 had synergistic anti-cancer activity in both pRb + ER-negative cell lines and a TNBC PDX model. Our results indicate that such combination therapy is worthy of further investigation in a clinical setting.
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49
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Portman N, Alexandrou S, Carson E, Wang S, Lim E, Caldon CE. Overcoming CDK4/6 inhibitor resistance in ER-positive breast cancer. Endocr Relat Cancer 2019; 26:R15-R30. [PMID: 30389903 DOI: 10.1530/erc-18-0317] [Citation(s) in RCA: 96] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2018] [Accepted: 09/17/2018] [Indexed: 12/21/2022]
Abstract
Three inhibitors of CDK4/6 kinases were recently FDA approved for use in combination with endocrine therapy, and they significantly increase the progression-free survival of patients with advanced estrogen receptor-positive (ER+) breast cancer in the first-line treatment setting. As the new standard of care in some countries, there is the clinical emergence of patients with breast cancer that is both CDK4/6 inhibitor and endocrine therapy resistant. The strategies to combat these cancers with resistance to multiple treatments are not yet defined and represent the next major clinical challenge in ER+ breast cancer. In this review, we discuss how the molecular landscape of endocrine therapy resistance may affect the response to CDK4/6 inhibitors, and how this intersects with biomarkers of intrinsic insensitivity. We identify the handful of pre-clinical models of acquired resistance to CDK4/6 inhibitors and discuss whether the molecular changes in these models are likely to be relevant or modified in the context of endocrine therapy resistance. Finally, we consider the crucial question of how some of these changes are potentially amenable to therapy.
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Affiliation(s)
- Neil Portman
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, New South Wales, Australia
| | - Sarah Alexandrou
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, New South Wales, Australia
| | - Emma Carson
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, New South Wales, Australia
| | - Shudong Wang
- Centre for Drug Discovery and Development, Cancer Research Institute, University of South Australia, Adelaide, South Australia, Australia
| | - Elgene Lim
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, New South Wales, Australia
| | - C Elizabeth Caldon
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, New South Wales, Australia
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50
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Gold MP, LeNail A, Fraenkel E. Shallow Sparsely-Connected Autoencoders for Gene Set Projection. PACIFIC SYMPOSIUM ON BIOCOMPUTING. PACIFIC SYMPOSIUM ON BIOCOMPUTING 2019; 24:374-385. [PMID: 30963076 PMCID: PMC6417803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
When analyzing biological data, it can be helpful to consider gene sets, or predefined groups of biologically related genes. Methods exist for identifying gene sets that are differential between conditions, but large public datasets from consortium projects and single-cell RNA-Sequencing have opened the door for gene set analysis using more sophisticated machine learning techniques, such as autoencoders and variational autoencoders. We present shallow sparsely-connected autoencoders (SSCAs) and variational autoencoders (SSCVAs) as tools for projecting gene-level data onto gene sets. We tested these approaches on single-cell RNA-Sequencing data from blood cells and on RNA-Sequencing data from breast cancer patients. Both SSCA and SSCVA can recover known biological features from these datasets and the SSCVA method often outperforms SSCA (and six existing gene set scoring algorithms) on classification and prediction tasks.
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Affiliation(s)
- Maxwell P. Gold
- Department of Biological Engineering, Massachusetts Institute of Technology, 21 Ames St. Cambridge, MA, 02139, USA
| | - Alexander LeNail
- Department of Biological Engineering, Massachusetts Institute of Technology, 21 Ames St. Cambridge, MA, 02139, USA
| | - Ernest Fraenkel
- Department of Biological Engineering, Massachusetts Institute of Technology, 21 Ames St. Cambridge, MA, 02139, USA
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