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Koide E, Mohardt ML, Doctor ZM, Yang A, Hao M, Donovan KA, Kuismi CC, Nelson AJ, Abell K, Aguiar M, Che J, Stokes MP, Zhang T, Aguirre AJ, Fischer ES, Gray NS, Jiang B, Nabet B. Development and Characterization of Selective FAK Inhibitors and PROTACs with In Vivo Activity. Chembiochem 2023; 24:e202300141. [PMID: 37088717 PMCID: PMC10590827 DOI: 10.1002/cbic.202300141] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 04/14/2023] [Accepted: 04/17/2023] [Indexed: 04/25/2023]
Abstract
Focal adhesion kinase (FAK) is an attractive drug target due to its overexpression in cancer. FAK functions as a non-receptor tyrosine kinase and scaffolding protein, coordinating several downstream signaling effectors and cellular processes. While drug discovery efforts have largely focused on targeting FAK kinase activity, FAK inhibitors have failed to show efficacy as single agents in clinical trials. Here, using structure-guided design, we report the development of a selective FAK inhibitor (BSJ-04-175) and degrader (BSJ-04-146) to evaluate the consequences and advantages of abolishing all FAK activity in cancer models. BSJ-04-146 achieves rapid and potent FAK degradation with high proteome-wide specificity in cancer cells and induces durable degradation in mice. Compared to kinase inhibition, targeted degradation of FAK exhibits pronounced improved activity on downstream signaling and cancer cell viability and migration. Together, BSJ-04-175 and BSJ-04-146 are valuable chemical tools to dissect the specific consequences of targeting FAK through small-molecule inhibition or degradation.
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Affiliation(s)
- Eriko Koide
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Mikaela L. Mohardt
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Zainab M. Doctor
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Annan Yang
- Harvard Medical School, Boston, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Mingfeng Hao
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Katherine A. Donovan
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | | | | | | | | | - Jianwei Che
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | | | - Tinghu Zhang
- Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford Medicine, Stanford University, Stanford, CA, USA
| | - Andrew J. Aguirre
- Harvard Medical School, Boston, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Eric S. Fischer
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Nathanael S. Gray
- Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford Medicine, Stanford University, Stanford, CA, USA
| | - Baishan Jiang
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Behnam Nabet
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
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Qiang L, Hoffman MT, Ali LR, Castillo JI, Kageler L, Temesgen A, Lenehan P, Wang SJ, Bello E, Cardot-Ruffino V, Uribe GA, Yang A, Dougan M, Aguirre AJ, Raghavan S, Pelletier M, Cremasco V, Dougan SK. Transforming Growth Factor-β Blockade in Pancreatic Cancer Enhances Sensitivity to Combination Chemotherapy. Gastroenterology 2023; 165:874-890.e10. [PMID: 37263309 PMCID: PMC10526623 DOI: 10.1053/j.gastro.2023.05.038] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 04/30/2023] [Accepted: 05/22/2023] [Indexed: 06/03/2023]
Abstract
BACKGROUND & AIMS Transforming growth factor-b (TGFb) plays pleiotropic roles in pancreatic cancer, including promoting metastasis, attenuating CD8 T-cell activation, and enhancing myofibroblast differentiation and deposition of extracellular matrix. However, single-agent TGFb inhibition has shown limited efficacy against pancreatic cancer in mice or humans. METHODS We evaluated the TGFβ-blocking antibody NIS793 in combination with gemcitabine/nanoparticle (albumin-bound)-paclitaxel or FOLFIRINOX (folinic acid [FOL], 5-fluorouracil [F], irinotecan [IRI] and oxaliplatin [OX]) in orthotopic pancreatic cancer models. Single-cell RNA sequencing and immunofluorescence were used to evaluate changes in tumor cell state and the tumor microenvironment. RESULTS Blockade of TGFβ with chemotherapy reduced tumor burden in poorly immunogenic pancreatic cancer, without affecting the metastatic rate of cancer cells. Efficacy of combination therapy was not dependent on CD8 T cells, because response to TGFβ blockade was preserved in CD8-depleted or recombination activating gene 2 (RAG2-/-) mice. TGFβ blockade decreased total α-smooth muscle actin-positive fibroblasts but had minimal effect on fibroblast heterogeneity. Bulk RNA sequencing on tumor cells sorted ex vivo revealed that tumor cells treated with TGFβ blockade adopted a classical lineage consistent with enhanced chemosensitivity, and immunofluorescence for cleaved caspase 3 confirmed that TGFβ blockade increased chemotherapy-induced cell death in vivo. CONCLUSIONS TGFβ regulates pancreatic cancer cell plasticity between classical and basal cell states. TGFβ blockade in orthotropic models of pancreatic cancer enhances sensitivity to chemotherapy by promoting a classical malignant cell state. This study provides scientific rationale for evaluation of NIS793 with FOLFIRINOX or gemcitabine/nanoparticle (albumin-bound) paclitaxel chemotherapy backbone in the clinical setting and supports the concept of manipulating cancer cell plasticity to increase the efficacy of combination therapy regimens.
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Affiliation(s)
- Li Qiang
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Immunology, Harvard Medical School, Boston, Massachusetts
| | - Megan T Hoffman
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Immunology, Harvard Medical School, Boston, Massachusetts
| | - Lestat R Ali
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts; Division of Gastroenterology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts; Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Jaime I Castillo
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Lauren Kageler
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Immunology, Harvard Medical School, Boston, Massachusetts
| | - Ayantu Temesgen
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Immunology, Harvard Medical School, Boston, Massachusetts
| | - Patrick Lenehan
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Immunology, Harvard Medical School, Boston, Massachusetts
| | - S Jennifer Wang
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Elisa Bello
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts; Division of Gastroenterology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Victoire Cardot-Ruffino
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Immunology, Harvard Medical School, Boston, Massachusetts
| | - Giselle A Uribe
- Department of Medicine, Harvard Medical School, Boston, Massachusetts; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Annan Yang
- Department of Medicine, Harvard Medical School, Boston, Massachusetts; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Michael Dougan
- Division of Gastroenterology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts; Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Andrew J Aguirre
- Department of Medicine, Harvard Medical School, Boston, Massachusetts; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts; Broad Institute of MIT and Harvard, Cambridge, Massachusetts; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts
| | - Srivatsan Raghavan
- Department of Medicine, Harvard Medical School, Boston, Massachusetts; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts; Broad Institute of MIT and Harvard, Cambridge, Massachusetts; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts
| | - Marc Pelletier
- Novartis Institute for Biomedical Research, Cambridge, Massachusetts
| | - Viviana Cremasco
- Novartis Institute for Biomedical Research, Cambridge, Massachusetts
| | - Stephanie K Dougan
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Immunology, Harvard Medical School, Boston, Massachusetts.
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Todd R, Sher A, Yang A, Shilo D, Garcia-Reyes K, Bishay V, Patel R, Fischman A, Nowakowski F, Lookstein R, Tabrizian P, Kim E. Abstract No. 127 90Y vs. TACE Histopathologic Outcomes in Patients with HCC Who Underwent Orthotopic Liver Transplant: A Single-Center, 7-Year Experience. J Vasc Interv Radiol 2023. [DOI: 10.1016/j.jvir.2022.12.178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/26/2023] Open
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Williams HL, Dias Costa A, Zhang J, Raghavan S, Winter PS, Kapner KS, Ginebaugh SP, Väyrynen SA, Väyrynen JP, Yuan C, Navia AW, Wang J, Yang A, Bosse TL, Kalekar RL, Lowder KE, Lau MC, Elganainy D, Morales-Oyarvide V, Rubinson DA, Singh H, Perez K, Cleary JM, Clancy TE, Wang J, Mancias JD, Brais LK, Hill ER, Kozak MM, Linehan DC, Dunne RF, Chang DT, Koong AC, Hezel AF, Hahn WC, Shalek AK, Aguirre AJ, Nowak JA, Wolpin BM. Spatially Resolved Single-Cell Assessment of Pancreatic Cancer Expression Subtypes Reveals Co-expressor Phenotypes and Extensive Intratumoral Heterogeneity. Cancer Res 2023; 83:441-455. [PMID: 36459568 PMCID: PMC10548885 DOI: 10.1158/0008-5472.can-22-3050] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 11/23/2022] [Accepted: 11/28/2022] [Indexed: 12/03/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) has been classified into classical and basal-like transcriptional subtypes by bulk RNA measurements. However, recent work has uncovered greater complexity to transcriptional subtypes than was initially appreciated using bulk RNA expression profiling. To provide a deeper understanding of PDAC subtypes, we developed a multiplex immunofluorescence (mIF) pipeline that quantifies protein expression of six PDAC subtype markers (CLDN18.2, TFF1, GATA6, KRT17, KRT5, and S100A2) and permits spatially resolved, single-cell interrogation of pancreatic tumors from resection specimens and core needle biopsies. Both primary and metastatic tumors displayed striking intratumoral subtype heterogeneity that was associated with patient outcomes, existed at the scale of individual glands, and was significantly reduced in patient-derived organoid cultures. Tumor cells co-expressing classical and basal markers were present in > 90% of tumors, existed on a basal-classical polarization continuum, and were enriched in tumors containing a greater admixture of basal and classical cell populations. Cell-cell neighbor analyses within tumor glands further suggested that co-expressor cells may represent an intermediate state between expression subtype poles. The extensive intratumoral heterogeneity identified through this clinically applicable mIF pipeline may inform prognosis and treatment selection for patients with PDAC. SIGNIFICANCE A high-throughput pipeline using multiplex immunofluorescence in pancreatic cancer reveals striking expression subtype intratumoral heterogeneity with implications for therapy selection and identifies co-expressor cells that may serve as intermediates during subtype switching.
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Affiliation(s)
- Hannah L. Williams
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Andressa Dias Costa
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Jinming Zhang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Srivatsan Raghavan
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Peter S. Winter
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Institute for Medical Engineering and Science, Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Kevin S. Kapner
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Scott P. Ginebaugh
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Sara A. Väyrynen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Juha P. Väyrynen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Cancer and Translational Medicine Research Unit, Medical Research Center Oulu, Oulu University Hospital, and University of Oulu, Oulu, Finland
| | - Chen Yuan
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Andrew W. Navia
- Institute for Medical Engineering and Science, Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Junning Wang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Annan Yang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | - Radha L. Kalekar
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Kristen E. Lowder
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Mai Chan Lau
- Department of Pathology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | - Dalia Elganainy
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Vicente Morales-Oyarvide
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Douglas A. Rubinson
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Harshabad Singh
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Kimberly Perez
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - James M. Cleary
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Thomas E. Clancy
- Department of Surgery, Brigham and Women’s Hospital, Boston, MA, USA
| | - Jiping Wang
- Department of Surgery, Brigham and Women’s Hospital, Boston, MA, USA
| | - Joseph D. Mancias
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Harvard Medical School; Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | - Lauren K. Brais
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Emma R. Hill
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Margaret M. Kozak
- Department of Radiation Oncology, Stanford Cancer Institute, Stanford, CA, USA
| | - David C. Linehan
- Department of Surgery, University of Rochester Medical Center, Rochester, NY, USA
| | - Richard F. Dunne
- Department of Medicine, Division of Hematology and Oncology, Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
| | - Daniel T. Chang
- Department of Radiation Oncology, Stanford Cancer Institute, Stanford, CA, USA
| | - Albert C. Koong
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Aram F. Hezel
- Department of Medicine, Division of Hematology and Oncology, Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
| | - William C. Hahn
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Alex K. Shalek
- Institute for Medical Engineering and Science, Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Andrew J. Aguirre
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Jonathan A. Nowak
- Department of Pathology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Brian M. Wolpin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
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Geng P, Yang A, Wei L, Chen R, Pan Z. Effect of Different Attack Strategies on Controllability Robustness of Directed Complex Networks. IJCNDS 2023. [DOI: 10.1504/ijcnds.2023.10049880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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6
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Santana-Codina N, Zhang H, del Rey MQ, Kapner KS, Gikandi A, Malcolm C, Poupault C, Kuljanin M, John K, Biancur DE, Chen B, Das N, Lowder K, Hennessey CJ, Huang W, Yang A, Shah YM, Nowak JA, Aguirre AJ, Mancias JD. Abstract A075: NCOA4-mediated ferritinophagy is a pancreatic cancer dependency via maintenance of iron bioavailability for iron-sulfur cluster proteins. Cancer Res 2022. [DOI: 10.1158/1538-7445.panca22-a075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Abstract
Pancreatic ductal adenocarcinomas (PDAC) depend on autophagy for survival; however, the metabolic substrates that autophagy provides to drive PDAC progression are unclear. Ferritin, the cellular iron storage complex, is targeted for lysosomal degradation (ferritinophagy) by the selective autophagy adaptor Nuclear receptor coactivator 4 (NCOA4), resulting in release of iron for cellular utilization. Using patient-derived and genetically engineered murine models of PDAC we now demonstrate that ferritinophagy is upregulated in PDAC to sustain iron availability thereby promoting tumor progression. Mass spectrometry-based quantitative proteomics reveals that ferritinophagy fuels iron-sulfur cluster protein synthesis to support mitochondrial homeostasis. Targeting NCOA4 leads to tumor growth delay and prolonged survival but with development of compensatory iron acquisition pathways. Finally, enhanced ferritinophagy accelerates PDAC tumorigenesis, and an elevated ferritinophagy expression signature predicts for poor prognosis in PDAC patients. Together, our data reveal that maintenance of iron homeostasis is a critical function of PDAC autophagy, and we define NCOA4-mediated ferritinophagy as a therapeutic target in PDAC.
Citation Format: Naiara Santana-Codina, Huan Zhang, Maria Quiles del Rey, Kevin S. Kapner, Ajami Gikandi, Callum Malcolm, Clara Poupault, Miljan Kuljanin, Kristen John, Douglas E. Biancur, Brandon Chen, Nupur Das, Kristen Lowder, Connor J. Hennessey, Wesley Huang, Annan Yang, Yatrik M. Shah, Jonathan A. Nowak, Andrew J. Aguirre, Joseph D. Mancias. NCOA4-mediated ferritinophagy is a pancreatic cancer dependency via maintenance of iron bioavailability for iron-sulfur cluster proteins [abstract]. In: Proceedings of the AACR Special Conference on Pancreatic Cancer; 2022 Sep 13-16; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2022;82(22 Suppl):Abstract nr A075.
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Affiliation(s)
| | - Huan Zhang
- 1Dana-Farber Cancer Institute, Boston, MA,
| | | | | | | | | | | | | | | | | | | | - Nupur Das
- 2University of Michigan, Ann Arbor, MI
| | | | | | | | - Annan Yang
- 1Dana-Farber Cancer Institute, Boston, MA,
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Yang A, Jiang J, Li Z, Kapner KS, Feng H, Lowder KE, Kuljanin M, Johnson W, Uribe G, Neggers JE, Liu S, Zhang T, Decaprio J, Sicinska E, Wolpin BM, Kwiatkowski NP, Dougan SK, Mancias JD, Gray NS, Aguirre AJ. Abstract A057: Therapeutic efficacy of selective CDK7 inhibition in pancreatic cancer mediated by induction of R-loop formation, DNA replication stress and genomic instability. Cancer Res 2022. [DOI: 10.1158/1538-7445.panca22-a057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a devastating cancer with 5-year overall survival of less than 10% and few effective therapies. Here, we demonstrate that cyclin dependent kinase 7 (CDK7) is essential for the proliferation and viability of PDAC cells by showing potent anti-tumor efficacy for the CDK7-specific inhibitor YKL-5-124 in preclinical PDAC models. Selective CDK7 inhibition leads to G2/M cell cycle arrest and apoptosis in PDAC, while mediating a more modest transcriptional response compared with multi-targeted CDK7 inhibitors. YKL-5-124 treatment impairs DNA damage repair pathways in PDAC cells and evokes genomic instability by inducing R-loop formation and DNA replication stress in telomeric regions leading to chromosomal bridging and micronuclei formation. Furthermore, we demonstrate that selective CDK7 inhibition has in vitro and in vivo combinatorial efficacy with gemcitabine chemotherapy through pronounced induction of replication stress and apoptosis. Collectively, these findings support selective CDK7 inhibition as a promising therapeutic strategy for PDAC.
Citation Format: Annan Yang, Jie Jiang, Ziyue Li, Kevin S. Kapner, Hanrong Feng, Kristen E. Lowder, Miljan Kuljanin, Whiteny Johnson, Giselle Uribe, Jasper E. Neggers, Shengwu Liu, Tinghu Zhang, James Decaprio, Ewa Sicinska, Brian M. Wolpin, Nicholas P. Kwiatkowski, Stephanie K. Dougan, Joseph D. Mancias, Nathanael S. Gray, Andrew J. Aguirre. Therapeutic efficacy of selective CDK7 inhibition in pancreatic cancer mediated by induction of R-loop formation, DNA replication stress and genomic instability [abstract]. In: Proceedings of the AACR Special Conference on Pancreatic Cancer; 2022 Sep 13-16; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2022;82(22 Suppl):Abstract nr A057.
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Affiliation(s)
- Annan Yang
- 1Dana Farber Cancer Institute, Boston, MA,
| | - Jie Jiang
- 1Dana Farber Cancer Institute, Boston, MA,
| | - Ziyue Li
- 1Dana Farber Cancer Institute, Boston, MA,
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Guo JA, Su J, Jambhale A, Dilly J, Hennessey CJ, Shiau C, Yu P, Wang S, Wang J, Abbassi L, Neiswender J, Bertea T, Yang A, Yu Q, Westcott P, Schenkel J, Kim DY, Hoffman HI, Jaramillo GC, Uribe GA, Wu WW, Mehta A, Ting D, Pacheco JA, Deik A, Clish C, Vazquez F, Wolpin B, Regev A, Freed-Pastor WA, Mancias JD, Jacks T, Hwang WL, Aguirre AJ. Abstract A052: Systematic dissection of transcriptional states in pancreatic cancer. Cancer Res 2022. [DOI: 10.1158/1538-7445.panca22-a052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Abstract
Transcriptional states in pancreatic cancer can stratify patients by response to chemotherapy and clinical outcomes. These include the classical and basal-like states as well as a newly identified neural-like progenitor (NRP) state, which we have previously found to be enriched in primary patient tumors treated with neoadjuvant chemotherapy and radiotherapy. While several transcription factor drivers of classical and basal-like identity have been described, key regulators of the NRP state are unknown. Through in silico approaches, we identified candidate transcription factors of the NRP state, including GLIS3, a Krüppel-like zinc finger protein that mediates neuroendocrine fate during pancreatic development and differentiation of human embryonic stem cells into posterior neural progenitor cells. Our understanding of biologic and clinically-relevant attributes of transcriptional cell states remains limited by state-specific biases in various preclinical models. Existing human cell lines maintained as two-dimensional cultures tend to preferentially represent the basal-like state, whereas human three-dimensional organoid models grown in standard culture conditions best reflect the classical state. These phenotypes are therefore impacted by culture conditions as well as underlying genetic features. Furthermore, most murine pancreatic cancer models do not fully reflect the classical vs. basal-like state heterogeneity observed in humans. To enable systematic study of the classical, basal-like and NRP phenotypes, we developed isogenic KP (KrasG12D/+;Trp53FL/FL) murine organoids with a germline dCas9-VPR system to enable facile overexpression of state-specific transcription factors through CRISPR activation approaches. Quantitative PCR, RNA-sequencing, and proteomics confirmed Gata6, deltaN Trp63, and Glis3 as drivers of classical, basal-like, and NRP identity, respectively. DeltaN Trp63 organoids were further differentiated by loss of luminal morphology. Pairwise comparisons of global transcriptional alterations suggest the greatest similarities between the Gata6- and Glis3-overexpressed models, which is consistent with enhanced associations between classical and NRP states in patient tumors. Finally, although basal-like and NRP states are associated with poorer response to multi-agent chemotherapy, state-specific therapeutic sensitivities to other treatments remain incompletely defined. We therefore performed drug sensitivity assays with a panel of targeted therapies and unveiled state-specific sensitivities. These data were corroborated by drug sensitivity profiling of human patient-derived organoids and cell lines. Taken together, these results suggest a framework for defining cell state-specific vulnerabilities that may aid in stratifying and treating pancreatic cancer patients with new therapies.
Citation Format: Jimmy A. Guo, Jennifer Su, Ananya Jambhale, Julien Dilly, Connor J. Hennessey, Carina Shiau, Patrick Yu, Steven Wang, Junning Wang, Laleh Abbassi, James Neiswender, Tate Bertea, Annan Yang, Qijia Yu, Peter Westcott, Jason Schenkel, Daniel Y. Kim, Hannah I. Hoffman, Grissel Cervantes Jaramillo, Giselle A. Uribe, Westley W. Wu, Arnav Mehta, David Ting, Julian A. Pacheco, Amy Deik, Clary Clish, Francisca Vazquez, Brian Wolpin, Aviv Regev, William A. Freed-Pastor, Joseph D. Mancias, Tyler Jacks, William L. Hwang, Andrew J. Aguirre. Systematic dissection of transcriptional states in pancreatic cancer [abstract]. In: Proceedings of the AACR Special Conference on Pancreatic Cancer; 2022 Sep 13-16; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2022;82(22 Suppl):Abstract nr A052.
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Affiliation(s)
- Jimmy A. Guo
- 1Broad Institute of MIT and Harvard, Cambridge, MA,
| | | | | | | | | | - Carina Shiau
- 1Broad Institute of MIT and Harvard, Cambridge, MA,
| | - Patrick Yu
- 1Broad Institute of MIT and Harvard, Cambridge, MA,
| | - Steven Wang
- 1Broad Institute of MIT and Harvard, Cambridge, MA,
| | | | | | | | - Tate Bertea
- 1Broad Institute of MIT and Harvard, Cambridge, MA,
| | - Annan Yang
- 3Dana Farber Cancer Institute, Boston, MA,
| | - Qijia Yu
- 3Dana Farber Cancer Institute, Boston, MA,
| | | | | | | | | | | | | | | | - Arnav Mehta
- 1Broad Institute of MIT and Harvard, Cambridge, MA,
| | - David Ting
- 6Massachusetts General Hospital, Boston, MA,
| | | | - Amy Deik
- 1Broad Institute of MIT and Harvard, Cambridge, MA,
| | - Clary Clish
- 1Broad Institute of MIT and Harvard, Cambridge, MA,
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Sale JEM, Yang A, Inrig T, Gandhi S, Elliot-Gibson V, Sujic R, Jain R, Weldon J, Linton D, Bogoch E. Patients not taking a previously prescribed bone active medication now prescribed medication through Ontario FLS. Osteoporos Int 2022; 33:2435-2440. [PMID: 35763074 DOI: 10.1007/s00198-022-06446-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Accepted: 05/23/2022] [Indexed: 10/17/2022]
Abstract
UNLABELLED In an Ontario fracture liaison service (FLS), we compared medication prescription rates among patients not taking a previously prescribed bone active medication to those with no previous prescription. Prescription rates were similar between these two groups of patients. The FLS provided a secondary opportunity for patients to initiate bone active medication. PURPOSE We compared bone active medication prescription rates among patients presenting to an Ontario fracture liaison service (FLS) who reported not taking a previously prescribed bone active medication to those with no history of prescription. METHODS Eligible patients were those screened in 39 fracture clinics between July 1, 2017, and September 15, 2019, who were not taking bone active medication at the time of screening and classified as high risk for future fracture based on CAROC or FRAX. Sociodemographic and clinical risk factor variables were assessed at screening. Bone active medication prescription rate was assessed within 6 months of screening and defined as having received a prescription for the medication from either a specialist or primary care provider. In cases where a specialist report was not available, patient self-reported data were collected. The chi-square test of independence was used to assess differences in prescription rates. RESULTS Of 17,575 patients screened, eligible patients were 350 with a previous prescription and 2644 without a previous prescription. Compared with patients who reported no previous prescription, those who had a previous prescription were older, more likely to be female and to report a previous fracture, and less likely to smoke. There was no statistically significant difference between the medication prescription rate of patients with a previous prescription (73.7%) compared to patients with no previous prescription (70.7%) (p = 0.157). CONCLUSION A large jurisdiction-wide FLS approach provided a secondary opportunity to patients who were not taking a previously prescribed bone active medication to initiate that medication.
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Affiliation(s)
- J E M Sale
- Musculoskeletal Health and Outcomes Research, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Toronto, ON, M5B 1W8, Canada.
- Institute of Health Policy, Management & Evaluation, University of Toronto, 4th Floor - 155 College Street, Toronto, ON, M5T 3M6, Canada.
- Department of Surgery, Faculty of Medicine, University of Toronto, 5th Floor - 149 College Street, Toronto, ON, M5B 1W8, Canada.
| | - A Yang
- Musculoskeletal Health and Outcomes Research, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Toronto, ON, M5B 1W8, Canada
| | - T Inrig
- Musculoskeletal Health and Outcomes Research, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Toronto, ON, M5B 1W8, Canada
| | - S Gandhi
- Musculoskeletal Health and Outcomes Research, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Toronto, ON, M5B 1W8, Canada
| | - V Elliot-Gibson
- Musculoskeletal Health and Outcomes Research, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Toronto, ON, M5B 1W8, Canada
| | - R Sujic
- Musculoskeletal Health and Outcomes Research, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Toronto, ON, M5B 1W8, Canada
| | - R Jain
- Osteoporosis Canada, Suite 201 - 250 Ferrand Drive, Toronto, ON, M3C 3G8, Canada
| | - J Weldon
- Osteoporosis Canada, Suite 201 - 250 Ferrand Drive, Toronto, ON, M3C 3G8, Canada
| | - D Linton
- Musculoskeletal Health and Outcomes Research, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Toronto, ON, M5B 1W8, Canada
| | - E Bogoch
- Department of Surgery, University of Toronto, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Toronto, ON, M5B 1W8, Canada
- Brookfield Chair in Fracture Prevention, University of Toronto, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Toronto, ON, M5B 1W8, Canada
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Ravichandran M, Hu J, Cai C, Ward NP, Venida A, Foakes C, Kuljanin M, Yang A, Hennessey CJ, Yang Y, Desousa BR, Rademaker G, Staes AA, Cakir Z, Jain IH, Aguirre AJ, Mancias JD, Shen Y, DeNicola GM, Perera RM. Coordinated Transcriptional and Catabolic Programs Support Iron-Dependent Adaptation to RAS-MAPK Pathway Inhibition in Pancreatic Cancer. Cancer Discov 2022; 12:2198-2219. [PMID: 35771494 PMCID: PMC9444964 DOI: 10.1158/2159-8290.cd-22-0044] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 05/23/2022] [Accepted: 06/27/2022] [Indexed: 12/30/2022]
Abstract
The mechanisms underlying metabolic adaptation of pancreatic ductal adenocarcinoma (PDA) cells to pharmacologic inhibition of RAS-MAPK signaling are largely unknown. Using transcriptome and chromatin immunoprecipitation profiling of PDA cells treated with the MEK inhibitor (MEKi) trametinib, we identify transcriptional antagonism between c-MYC and the master transcription factors for lysosome gene expression, the MiT/TFE proteins. Under baseline conditions, c-MYC and MiT/TFE factors compete for binding to lysosome gene promoters to fine-tune gene expression. Treatment of PDA cells or patient organoids with MEKi leads to c-MYC downregulation and increased MiT/TFE-dependent lysosome biogenesis. Quantitative proteomics of immunopurified lysosomes uncovered reliance on ferritinophagy, the selective degradation of the iron storage complex ferritin, in MEKi-treated cells. Ferritinophagy promotes mitochondrial iron-sulfur cluster protein synthesis and enhanced mitochondrial respiration. Accordingly, suppressing iron utilization sensitizes PDA cells to MEKi, highlighting a critical and targetable reliance on lysosome-dependent iron supply during adaptation to KRAS-MAPK inhibition. SIGNIFICANCE Reduced c-MYC levels following MAPK pathway suppression facilitate the upregulation of autophagy and lysosome biogenesis. Increased autophagy-lysosome activity is required for increased ferritinophagy-mediated iron supply, which supports mitochondrial respiration under therapy stress. Disruption of ferritinophagy synergizes with KRAS-MAPK inhibition and blocks PDA growth, thus highlighting a key targetable metabolic dependency. See related commentary by Jain and Amaravadi, p. 2023. See related article by Santana-Codina et al., p. 2180. This article is highlighted in the In This Issue feature, p. 2007.
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Affiliation(s)
- Mirunalini Ravichandran
- Department of Anatomy, Department of Pathology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Jingjie Hu
- Department of Anatomy, Department of Pathology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Charles Cai
- Department of Neurology, Institute for Human Genetics, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Nathan P. Ward
- Department of Cancer Physiology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Anthony Venida
- Department of Anatomy, Department of Pathology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Callum Foakes
- Department of Anatomy, Department of Pathology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Miljan Kuljanin
- Division of Radiation and Genome Stability, Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Annan Yang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Connor J. Hennessey
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Yang Yang
- Department of Anatomy, Department of Pathology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Brandon R. Desousa
- Department of Biochemistry, University of California, San Francisco, San Francisco, CA 94158, USA
- Gladstone Institute of Cardiovascular Disease, Gladstone Institutes, San Francisco, CA 94158, USA
| | - Gilles Rademaker
- Department of Anatomy, Department of Pathology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Annelot A.L. Staes
- Department of Anatomy, Department of Pathology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Zeynep Cakir
- Department of Anatomy, Department of Pathology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Isha H. Jain
- Department of Biochemistry, University of California, San Francisco, San Francisco, CA 94158, USA
- Gladstone Institute of Cardiovascular Disease, Gladstone Institutes, San Francisco, CA 94158, USA
| | - Andrew J. Aguirre
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Joseph D. Mancias
- Division of Radiation and Genome Stability, Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Yin Shen
- Department of Neurology, Institute for Human Genetics, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Gina M. DeNicola
- Department of Cancer Physiology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Rushika M. Perera
- Department of Anatomy, Department of Pathology, University of California, San Francisco, San Francisco, CA 94143, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158, USA
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Santana-Codina N, del Rey MQ, Kapner KS, Zhang H, Gikandi A, Malcolm C, Poupault C, Kuljanin M, John KM, Biancur DE, Chen B, Das NK, Lowder KE, Hennessey CJ, Huang W, Yang A, Shah YM, Nowak JA, Aguirre AJ, Mancias JD. NCOA4-Mediated Ferritinophagy Is a Pancreatic Cancer Dependency via Maintenance of Iron Bioavailability for Iron-Sulfur Cluster Proteins. Cancer Discov 2022; 12:2180-2197. [PMID: 35771492 PMCID: PMC9437572 DOI: 10.1158/2159-8290.cd-22-0043] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 05/02/2022] [Accepted: 06/07/2022] [Indexed: 11/16/2022]
Abstract
Pancreatic ductal adenocarcinomas (PDAC) depend on autophagy for survival; however, the metabolic substrates that autophagy provides to drive PDAC progression are unclear. Ferritin, the cellular iron storage complex, is targeted for lysosomal degradation (ferritinophagy) by the selective autophagy adaptor NCOA4, resulting in release of iron for cellular utilization. Using patient-derived and murine models of PDAC, we demonstrate that ferritinophagy is upregulated in PDAC to sustain iron availability, thereby promoting tumor progression. Quantitative proteomics reveals that ferritinophagy fuels iron-sulfur cluster protein synthesis to support mitochondrial homeostasis. Targeting NCOA4 leads to tumor growth delay and prolonged survival but with the development of compensatory iron acquisition pathways. Finally, enhanced ferritinophagy accelerates PDAC tumorigenesis, and an elevated ferritinophagy expression signature predicts for poor prognosis in patients with PDAC. Together, our data reveal that the maintenance of iron homeostasis is a critical function of PDAC autophagy, and we define NCOA4-mediated ferritinophagy as a therapeutic target in PDAC. SIGNIFICANCE Autophagy and iron metabolism are metabolic dependencies in PDAC. However, targeted therapies for these pathways are lacking. We identify NCOA4-mediated selective autophagy of ferritin ("ferritinophagy") as upregulated in PDAC. Ferritinophagy supports PDAC iron metabolism and thereby tumor progression and represents a new therapeutic target in PDAC. See related commentary by Jain and Amaravadi, p. 2023. See related article by Ravichandran et al., p. 2198. This article is highlighted in the In This Issue feature, p. 2007.
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Affiliation(s)
- Naiara Santana-Codina
- Division of Radiation and Genome Stability, Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Maria Quiles del Rey
- Division of Radiation and Genome Stability, Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Kevin S. Kapner
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Huan Zhang
- Division of Radiation and Genome Stability, Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Ajami Gikandi
- Division of Radiation and Genome Stability, Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Callum Malcolm
- Division of Radiation and Genome Stability, Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Clara Poupault
- Division of Radiation and Genome Stability, Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Miljan Kuljanin
- Division of Radiation and Genome Stability, Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Kristen M. John
- Division of Radiation and Genome Stability, Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Douglas E. Biancur
- Division of Radiation and Genome Stability, Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Brandon Chen
- Department of Molecular & Integrative Physiology, University of Michigan, Ann Arbor, Michigan
| | - Nupur K. Das
- Department of Molecular & Integrative Physiology, University of Michigan, Ann Arbor, Michigan
| | - Kristen E. Lowder
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Connor J. Hennessey
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Wesley Huang
- Department of Molecular & Integrative Physiology, University of Michigan, Ann Arbor, Michigan
| | - Annan Yang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Yatrik M. Shah
- Department of Molecular & Integrative Physiology, University of Michigan, Ann Arbor, Michigan
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, Michigan
| | - Jonathan A. Nowak
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Andrew J. Aguirre
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Joseph D. Mancias
- Division of Radiation and Genome Stability, Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
- Department of Radiation Oncology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
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Lin Y, Yang H, Shi F, Yang A, Han X, Liu B, Li Z, Ji Q, Tang L, Deng Z, Ding Y, Fu W, Xie X, Li L, He X, Lv Z, Wu L, Liu L. 1644O Donafenib in locally advanced/metastatic, radioactive iodine-refractory, differentiated thyroid cancer: A randomized, double-blind, placebo-controlled, multi-center phase III clinical trial (DIRECTION). Ann Oncol 2022. [DOI: 10.1016/j.annonc.2022.07.1724] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
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Sujic R, Yang A, Ansari H, Bogoch ER, Jain R, Weldon J, Elliot-Gibson V, Sale JEM. Fragility fracture patients with a history of prior fractures more likely to present with multiple risk factors: findings from a province-wide fracture liaison service. Osteoporos Int 2022; 33:1769-1774. [PMID: 35536327 DOI: 10.1007/s00198-022-06384-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Accepted: 03/22/2022] [Indexed: 10/18/2022]
Abstract
UNLABELLED We examined the demographic characteristics and risk factors of FLS fragility fracture patients who had sustained prior fragility fracture(s) and found that this is an important high-risk subgroup that warrants further attention within FLS priority pathways in order to disrupt their fragility fracture cycle. PURPOSE Our primary objective was to examine whether fragility fracture patients presenting to a provincial fracture liaison service (FLS) having a history of prior fractures, versus those without, differ in demographic characteristics and risk factors for future fracture. A secondary objective was to understand if those who report two or more prior fractures differ from those reporting one prior fracture. METHODS This cohort study included fragility fracture patients aged 50 + enrolled in the Ontario FLS between July 2017 and September 2019. Patients with versus those without prior fractures were compared on age, sex, index fracture site, biological parents' history of hip fracture, current fracture due to a fall, history of feeling unsteady when walking, history of falls in the past year, smoking, oral steroid use, and comorbid chronic conditions. Pearson's chi-square, Fischer's exact, and analysis of variance tests were used to assess differences. RESULTS Among 14,454 patients, 16.8% (n = 2428) reported a history of one or more prior fractures after the age of 40. They were significantly more likely to be older, female, with a higher number of comorbidities, with greater incidence of falls, and feel unsteady when walking. Compared to those with one prior fracture, patients with greater than one prior fracture were more likely to report falls in the past year and feel unsteady when walking. CONCLUSION Findings suggest that FLS fragility fracture patients who had sustained prior fragility fracture are an important high-risk subgroup that warrants further attention within FLS priority pathways in order to disrupt their fragility fracture cycle.
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Affiliation(s)
- R Sujic
- Musculoskeletal Health and Outcomes Research, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada.
- Brookfield Chair in Fracture Prevention, St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada.
| | - A Yang
- Musculoskeletal Health and Outcomes Research, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada
- Brookfield Chair in Fracture Prevention, St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada
| | - H Ansari
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - E R Bogoch
- Brookfield Chair in Fracture Prevention, St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Li Ka Shing Knowledge Institute of St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada
| | - R Jain
- Ontario Osteoporosis Strategy, Osteoporosis Canada, Toronto, Ontario, Canada
| | - J Weldon
- Ontario Osteoporosis Strategy, Osteoporosis Canada, Toronto, Ontario, Canada
| | - V Elliot-Gibson
- Musculoskeletal Health and Outcomes Research, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada
| | - J E M Sale
- Musculoskeletal Health and Outcomes Research, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada
- Brookfield Chair in Fracture Prevention, St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
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Li W, Yang A, Liu-Walsh F, Parsa R. LB729 A Parthenolide-Depleted Feverfew Extract Reverses Genetic and Epigenetic Changes induced by Particulate Matter Demonstrating Pleiotropic Mechanisms of Action Behind its Anti-Inflammatory Benefits and Protection Against Pollution. J Invest Dermatol 2021. [DOI: 10.1016/j.jid.2021.07.085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Dubiella C, Pinch BJ, Koikawa K, Zaidman D, Poon E, Manz TD, Nabet B, He S, Resnick E, Rogel A, Langer EM, Daniel CJ, Seo HS, Chen Y, Adelmant G, Sharifzadeh S, Ficarro SB, Jamin Y, Martins da Costa B, Zimmerman MW, Lian X, Kibe S, Kozono S, Doctor ZM, Browne CM, Yang A, Stoler-Barak L, Shah RB, Vangos NE, Geffken EA, Oren R, Koide E, Sidi S, Shulman Z, Wang C, Marto JA, Dhe-Paganon S, Look T, Zhou XZ, Lu KP, Sears RC, Chesler L, Gray NS, London N. Sulfopin is a covalent inhibitor of Pin1 that blocks Myc-driven tumors in vivo. Nat Chem Biol 2021; 17:954-963. [PMID: 33972797 PMCID: PMC9119696 DOI: 10.1038/s41589-021-00786-7] [Citation(s) in RCA: 53] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Accepted: 03/18/2021] [Indexed: 12/13/2022]
Abstract
The peptidyl-prolyl isomerase, Pin1, is exploited in cancer to activate oncogenes and inactivate tumor suppressors. However, despite considerable efforts, Pin1 has remained an elusive drug target. Here, we screened an electrophilic fragment library to identify covalent inhibitors targeting Pin1's active site Cys113, leading to the development of Sulfopin, a nanomolar Pin1 inhibitor. Sulfopin is highly selective, as validated by two independent chemoproteomics methods, achieves potent cellular and in vivo target engagement and phenocopies Pin1 genetic knockout. Pin1 inhibition had only a modest effect on cancer cell line viability. Nevertheless, Sulfopin induced downregulation of c-Myc target genes, reduced tumor progression and conferred survival benefit in murine and zebrafish models of MYCN-driven neuroblastoma, and in a murine model of pancreatic cancer. Our results demonstrate that Sulfopin is a chemical probe suitable for assessment of Pin1-dependent pharmacology in cells and in vivo, and that Pin1 warrants further investigation as a potential cancer drug target.
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Affiliation(s)
- Christian Dubiella
- Department of Organic Chemistry, The Weizmann Institute of Science, Rehovot, Israel
| | - Benika J Pinch
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
- Department of Chemistry and Chemical Biology, Department of Chemical Biology, Harvard University, Cambridge, MA, USA
| | - Kazuhiro Koikawa
- Department of Medicine, Division of Translational Therapeutics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Cancer Research Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Daniel Zaidman
- Department of Organic Chemistry, The Weizmann Institute of Science, Rehovot, Israel
| | - Evon Poon
- Division of Clinical Studies, The Institute of Cancer Research, London, UK
| | - Theresa D Manz
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
- Department of Pharmaceutical and Medicinal Chemistry, Saarland University, Saarbruecken, Germany
| | - Behnam Nabet
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Shuning He
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Efrat Resnick
- Department of Organic Chemistry, The Weizmann Institute of Science, Rehovot, Israel
| | - Adi Rogel
- Department of Organic Chemistry, The Weizmann Institute of Science, Rehovot, Israel
| | - Ellen M Langer
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Colin J Daniel
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Hyuk-Soo Seo
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Ying Chen
- College of Chemistry and Molecular Engineering, Peking University, Beijing, China
| | - Guillaume Adelmant
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Blais Proteomics Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Shabnam Sharifzadeh
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Blais Proteomics Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Scott B Ficarro
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Blais Proteomics Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Yann Jamin
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK
| | | | - Mark W Zimmerman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Xiaolan Lian
- Department of Medicine, Division of Translational Therapeutics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Cancer Research Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Shin Kibe
- Department of Medicine, Division of Translational Therapeutics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Cancer Research Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Shingo Kozono
- Department of Medicine, Division of Translational Therapeutics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Cancer Research Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Zainab M Doctor
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Christopher M Browne
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
- Discovery Biology, Discovery Sciences, Biopharmaceuticals R&D, AstraZeneca, Boston, MA, USA
| | - Annan Yang
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Liat Stoler-Barak
- Department of Immunology, The Weizmann Institute of Science, Rehovot, Israel
| | - Richa B Shah
- Department of Medicine, Division of Hematology and Medical Oncology, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Cell, Developmental and Regenerative Biology, The Graduate School of Biomedical Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Nicholas E Vangos
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Ezekiel A Geffken
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Roni Oren
- Department of Veterinary Resources, The Weizmann Institute of Science, Rehovot, Israel
| | - Eriko Koide
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Samuel Sidi
- Department of Medicine, Division of Hematology and Medical Oncology, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Cell, Developmental and Regenerative Biology, The Graduate School of Biomedical Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ziv Shulman
- Department of Immunology, The Weizmann Institute of Science, Rehovot, Israel
| | - Chu Wang
- College of Chemistry and Molecular Engineering, Peking University, Beijing, China
| | - Jarrod A Marto
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Blais Proteomics Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Sirano Dhe-Paganon
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Thomas Look
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Division of Pediatric Hematology/Oncology Boston Children's Hospital, Boston, MA, USA
| | - Xiao Zhen Zhou
- Department of Medicine, Division of Translational Therapeutics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Cancer Research Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Kun Ping Lu
- Department of Medicine, Division of Translational Therapeutics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Cancer Research Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Rosalie C Sears
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
- Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University, Portland, OR, USA
| | - Louis Chesler
- Division of Clinical Studies, The Institute of Cancer Research, London, UK
| | - Nathanael S Gray
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA.
- Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, CA, USA.
| | - Nir London
- Department of Organic Chemistry, The Weizmann Institute of Science, Rehovot, Israel.
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16
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Mulvaney KM, Blomquist C, Acharya N, Li R, Ranaghan MJ, O'Keefe M, Rodriguez DJ, Young MJ, Kesar D, Pal D, Stokes M, Nelson AJ, Jain SS, Yang A, Mullin-Bernstein Z, Columbus J, Bozal FK, Skepner A, Raymond D, LaRussa S, McKinney DC, Freyzon Y, Baidi Y, Porter D, Aguirre AJ, Ianari A, McMillan B, Sellers WR. Molecular basis for substrate recruitment to the PRMT5 methylosome. Mol Cell 2021; 81:3481-3495.e7. [PMID: 34358446 DOI: 10.1016/j.molcel.2021.07.019] [Citation(s) in RCA: 38] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Revised: 06/07/2021] [Accepted: 07/14/2021] [Indexed: 12/15/2022]
Abstract
PRMT5 is an essential arginine methyltransferase and a therapeutic target in MTAP-null cancers. PRMT5 uses adaptor proteins for substrate recruitment through a previously undefined mechanism. Here, we identify an evolutionarily conserved peptide sequence shared among the three known substrate adaptors (CLNS1A, RIOK1, and COPR5) and show that it is necessary and sufficient for interaction with PRMT5. We demonstrate that PRMT5 uses modular adaptor proteins containing a common binding motif for substrate recruitment, comparable with other enzyme classes such as kinases and E3 ligases. We structurally resolve the interface with PRMT5 and show via genetic perturbation that it is required for methylation of adaptor-recruited substrates including the spliceosome, histones, and ribosomal complexes. Furthermore, disruption of this site affects Sm spliceosome activity, leading to intron retention. Genetic disruption of the PRMT5-substrate adaptor interface impairs growth of MTAP-null tumor cells and is thus a site for development of therapeutic inhibitors of PRMT5.
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Affiliation(s)
| | | | | | | | - Matthew J Ranaghan
- Center for the Development of Therapeutics, Broad Institute, Cambridge, MA, USA
| | - Meghan O'Keefe
- Center for the Development of Therapeutics, Broad Institute, Cambridge, MA, USA
| | | | | | | | | | | | | | | | | | | | | | | | - Adam Skepner
- Center for the Development of Therapeutics, Broad Institute, Cambridge, MA, USA
| | - Donald Raymond
- Center for the Development of Therapeutics, Broad Institute, Cambridge, MA, USA
| | - Salvatore LaRussa
- Center for the Development of Therapeutics, Broad Institute, Cambridge, MA, USA
| | - David C McKinney
- Center for the Development of Therapeutics, Broad Institute, Cambridge, MA, USA
| | | | | | - Dale Porter
- Broad Institute, Cambridge, MA, USA; Cedilla Therapeutics, Cambridge, MA, USA
| | - Andrew J Aguirre
- Broad Institute, Cambridge, MA, USA; Medical Oncology, Dana Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | | | - Brian McMillan
- Center for the Development of Therapeutics, Broad Institute, Cambridge, MA, USA; Tango Therapeutics, Cambridge, MA, USA
| | - William R Sellers
- Broad Institute, Cambridge, MA, USA; Medical Oncology, Dana Farber Cancer Institute and Harvard Medical School, Boston, MA, USA.
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17
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Dai C, Rennhack JP, Arnoff TE, Thaker M, Younger ST, Doench JG, Huang AY, Yang A, Aguirre AJ, Wang B, Mun E, O'Connell JT, Huang Y, Labella K, Talamas JA, Li J, Ilic N, Hwang J, Hong AL, Giacomelli AO, Gjoerup O, Root DE, Hahn WC. SMAD4 represses FOSL1 expression and pancreatic cancer metastatic colonization. Cell Rep 2021; 36:109443. [PMID: 34320363 PMCID: PMC8350598 DOI: 10.1016/j.celrep.2021.109443] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 04/26/2021] [Accepted: 07/02/2021] [Indexed: 02/07/2023] Open
Abstract
Metastasis is a complex and poorly understood process. In pancreatic cancer, loss of the transforming growth factor (TGF)-β/BMP effector SMAD4 is correlated with changes in altered histopathological transitions, metastatic disease, and poor prognosis. In this study, we use isogenic cancer cell lines to identify SMAD4 regulated genes that contribute to the development of metastatic colonization. We perform an in vivo screen identifying FOSL1 as both a SMAD4 target and sufficient to drive colonization to the lung. The targeting of these genes early in treatment may provide a therapeutic benefit.
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Affiliation(s)
- Chao Dai
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Harvard Medical School, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Jonathan P Rennhack
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Harvard Medical School, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Taylor E Arnoff
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Maneesha Thaker
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Scott T Younger
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - John G Doench
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - August Yue Huang
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA 02115, USA
| | - Annan Yang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Harvard Medical School, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Andrew J Aguirre
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Harvard Medical School, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Belinda Wang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Harvard Medical School, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Evan Mun
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Northeastern University, Boston, MA 02115, USA
| | - Joyce T O'Connell
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Harvard Medical School, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Ying Huang
- Molecular Pathology Core Lab, Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA 02115, USA
| | - Katherine Labella
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Jessica A Talamas
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Ji Li
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Harvard Medical School, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Nina Ilic
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Harvard Medical School, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Justin Hwang
- Masonic Cancer Center and Department of Medicine, University of Minnesota-Twin Cities, Minneapolis, MN 55455, USA
| | - Andrew L Hong
- Department of Pediatrics, Emory University, Atlanta, GA 30322, USA
| | - Andrew O Giacomelli
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Harvard Medical School, Boston, MA 02115, USA; Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada
| | - Ole Gjoerup
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Harvard Medical School, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - David E Root
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - William C Hahn
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Harvard Medical School, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
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18
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Neggers JE, Paolella B, Asfaw A, Rothberg MV, Skipper TA, Kalekar R, Burger M, Dharia N, Kugener G, Kalfon J, Dumont N, Li Y, Spurr L, Yang A, Wu W, Durbin A, Wolpin BM, Root DE, Boehm J, Cherniack AD, Tsherniak A, Hong AL, Hahn WC, Stegmaier K, Golub T, Vazquez F, Aguirre AJ. Abstract NG01: Synthetic lethal interaction between the ESCRT paralog enzymes VPS4A and VPS4B in cancers harboring loss of chromosome 18q or 16q. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-ng01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Discovery of new biomarker-linked cancer therapeutic targets may enable novel drug development and ultimately lead to advances in clinical care. Somatic copy number alterations (CNAs) leading to loss of tumor suppressor gene function constitute important driver events in tumorigenesis. Unfortunately, there are few existing therapeutic options to target the oncogenic processes evoked by tumor suppressor inactivation. However, developing drugs that target tractable synthetic lethal interactions with common somatic CNAs represents a promising approach to attain cancer-selective therapeutics. Synthetic lethality refers to the observation that for certain gene pairs, inactivation of either gene is tolerated but combined loss-of-function of both genes results in decreased cell viability. Synthetic lethal relationships in cancer have been defined in several different contexts, including among paralog genes for which dependency on one paralog is conferred by loss of a second functionally redundant paralog gene. Since targeting synthetic lethal relationships in cancer may yield a wide therapeutic window of efficacy between tumor and normal cells, identification of pharmacologically tractable synthetic lethal targets remains a priority for oncology drug development programs. Results and Discussion: To systematically define synthetic lethal vulnerabilities associated with genomic loss of established tumor suppressor genes, we analyzed genome-scale CRISPR-SpCas9 and RNA interference loss-of-function screening data from over 600 cancer cell lines. We identified and prioritized 193 synthetic lethal interactions with genomic loss of one or more of 51 common tumor suppressor genes. In particular, we discovered that the paralog genes encoding vacuolar protein sorting 4 homolog A and B (VPS4A and VPS4B) are selective genetic vulnerabilities for tumors harboring genomic copy loss of SMAD4 or CDH1 due to co-deletion of VPS4B or VPS4A, respectively. VPS4B is located on the long arm (q) of chromosome 18, 12.3 Mb away from SMAD4, while VPS4A is located 0.476 Mb downstream of CDH1 (encoding E-cadherin) on chromosome 16q. Thus, cancer cells with genomic loss of VPS4B selectively depend on expression of VPS4A for survival, and tumors with loss of VPS4A depend on VPS4B expression. Co-deletion of SMAD4 and VPS4B is commonly observed in approximately 33% of human cancer, with particularly high rates of loss in pancreatic cancers (68%), colorectal (71%) and renal cell carcinomas (17%) and to a lesser extent in cancers of the bile duct, lung, prostate, esophagus, uterus, cervix and ovary. Meanwhile, loss of CDH1 and VPS4A occurs frequently in cancers of the stomach, breast, skin, colon and prostate. VPS4A and B function as AAA ATPases which are critical for the regulation of endosomal sorting complex required for transport (ESCRT), a multimeric protein complex essential for inverse membrane remodeling. The ESCRT machinery is involved in a range of cellular processes, including cytokinesis, membrane repair, autophagy and endosomal processing. VPS4A/B are believed to form asymmetric hexameric complexes that are recruited to ESCRT-III filaments to drive ESCRT-mediated membrane fission and sealing. Here, we demonstrate that suppression of VPS4A in cancer cells with reduced copy number of VPS4B leads to accumulation of CHMP4B-containing ESCRT-III filaments, cytokinesis defects, nuclear membrane abnormalities and micronucleation, ultimately resulting in G2/M cell cycle arrest and apoptosis. We also observed that VPS4 suppression leads to defects in endosomal and endoplasmic reticulum structure. Furthermore, upon VPS4A suppression, we observed potent in vivo tumor regressions, which led to markedly prolonged survival in mouse xenograft models of pancreatic cancer and rhabdomyosarcoma harboring genomic loss of VPS4B. To understand regulators of VPS4A dependency, we performed a CRISPR-SpCas9 genome-scale screen in a pancreatic cancer cell line in the context of VPS4A suppression. We identified multiple genes that promote or suppress VPS4A dependency. Cancer cell sensitivity to VPS4A suppression was potently enhanced by disruption of regulators of the abscission checkpoint, including genes encoding the ULK3 kinase and the ESCRT-III proteins CHMP1A and CHMP1B. The abscission checkpoint is a genome protection mechanism that relies on Aurora B kinase (AURKB) and ESCRT-III subunits to delay abscission in response to chromosome mis-segregation to avoid DNA damage and aneuploidy. These findings suggest that inhibition of the ESCRT pathway and blockade of the abscission checkpoint could provide strategies to further enhance sensitivity of cancer cells to VPS4A suppression. Moreover, through CRISPR-SpCas9 screening and integrative transcriptomic and proteomic analysis, we also identified a strong correlation between baseline interferon response gene expression and VPS4A dependency. Indeed, when we treated VPS4B-deficient cells with interferon-β and interferon-γ to induce interferon signaling, we observed a pronounced sensitization of these cells to VPS4A depletion, thus suggesting that immune signals from the tumor microenvironment may influence VPS4 dependency. These data collectively suggest potential future therapeutic strategies for combination with VPS4A inhibition. Finally, we demonstrate through mutant rescue experiments that the ATPase domain is critical for the function of VPS4A in mediating survival of cells with partial copy loss of VPS4B. Furthermore, we provide data that elucidate the degree to which VPS4A and VPS4B cooperate and form functional complexes in human cancer cells. Although VPS4A and B demonstrate 80.5% homology, the development of small molecules that differentially target VPS4A in cells with VPS4B loss or VPS4B in cells with VPS4A loss remains a tractable possibility due to small structural differences near the ATP-binding pocket. Moreover, combined inhibition of VPS4A and VPS4B may also prove effective and clinically tolerable given a potential therapeutic window arising from gene dosage alterations and differences in total VPS4A/B levels in tumor versus normal cells.
Citation Format: Jasper E. Neggers, Brenton Paolella, Adhana Asfaw, Michael V. Rothberg, Tom A. Skipper, Radha Kalekar, Michael Burger, Neekesh Dharia, Guillaume Kugener, Jeremie Kalfon, Nancy Dumont, Yvonne Li, Liam Spurr, Annan Yang, Wenbo Wu, AndrewAdam Durbin, Brian M. Wolpin, David E. Root, Jesse Boehm, Andrew D. Cherniack, Aviad Tsherniak, Andrew L. Hong, William C. Hahn, Kimberly Stegmaier, Todd Golub, Francisca Vazquez, Andrew J. Aguirre. Synthetic lethal interaction between the ESCRT paralog enzymes VPS4A and VPS4B in cancers harboring loss of chromosome 18q or 16q [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr NG01.
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Affiliation(s)
| | | | - Adhana Asfaw
- 2Broad Institute of Harvard and MIT, Cambridge, MA
| | | | | | | | | | | | | | | | - Nancy Dumont
- 2Broad Institute of Harvard and MIT, Cambridge, MA
| | - Yvonne Li
- 1Dana-Farber Cancer Institute, Boston, MA
| | - Liam Spurr
- 1Dana-Farber Cancer Institute, Boston, MA
| | - Annan Yang
- 1Dana-Farber Cancer Institute, Boston, MA
| | - Wenbo Wu
- 2Broad Institute of Harvard and MIT, Cambridge, MA
| | | | | | | | - Jesse Boehm
- 2Broad Institute of Harvard and MIT, Cambridge, MA
| | | | | | | | | | | | - Todd Golub
- 2Broad Institute of Harvard and MIT, Cambridge, MA
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19
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Sale JEM, Yang A, Elliot-Gibson V, Jain R, Sujic R, Linton D, Weldon J, Frankel L, Bogoch E. Patients 80 + have similar medication initiation rates to those aged 50-79 in Ontario FLS. Osteoporos Int 2021; 32:1405-1411. [PMID: 33471148 DOI: 10.1007/s00198-020-05796-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Accepted: 12/10/2020] [Indexed: 10/22/2022]
Abstract
UNLABELLED Among individuals presenting to an Ontario FLS, we compared bone active medication initiation rates of patients 80 years and older with those 50-79 years old. After accounting for fracture risk status, there was no statistically significant difference in medication initiation rates between the two age groups INTRODUCTION: A Fracture Liaison Service (FLS) offers post-fracture services to individuals over the age of 50 years and could potentially address age inequities in pharmacotherapy often observed for older adults. Among individuals presenting to an Ontario FLS and classified as being at high risk for future fracture, our objective was to compare bone active medication initiation rates of patients 80 years and older with those 50-79 years old. METHODS In 39 FLS fracture clinics across Ontario, Canada, fracture prevention coordinators identified, assessed, and facilitated the referral of eligible patients for bone densitometry, fracture risk assessment, and implementation of pharmacotherapy in patients classified as high risk for future fracture. Variables assessed at baseline included age, sex, marital status, living location, fracture location, history of previous fracture, parent's history of hip fracture, history of falls, and fracture risk status. At 6 months, bone active medication initiation was assessed in patients classified as high risk for future fracture. The Chi-square test of independence was used to compare medication initiation rates between patients 80 + and those 50-79 years old. RESULTS Our sample size consisted of 808 patients aged 50-79 years and 346 aged 80 + years. After accounting for fracture risk status, there was no statistically significant difference in medication initiation rates of patients 50-79 and 80 + years old (76.9% versus 73.7%, p = 0.251). CONCLUSION A systematic approach to identifying patients at high risk for future fracture and tailoring treatment recommendations to these patients appeared to eliminate differences in treatment initiation rates based on older age.
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Affiliation(s)
- J E M Sale
- Musculoskeletal Health and Outcomes Research, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Toronto, Ontario, M5B 1W8, Canada.
- Institute of Health Policy, Management & Evaluation, University of Toronto, 4th Floor, 155 College Street, Toronto, Ontario, M5T 3M6, Canada.
| | - A Yang
- Musculoskeletal Health and Outcomes Research, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Toronto, Ontario, M5B 1W8, Canada
| | - V Elliot-Gibson
- Musculoskeletal Health and Outcomes Research, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Toronto, Ontario, M5B 1W8, Canada
| | - R Jain
- Osteoporosis Canada, Suite 201 - 250 Ferrand Drive, Toronto, Ontario, M3C 3G8, Canada
| | - R Sujic
- Musculoskeletal Health and Outcomes Research, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Toronto, Ontario, M5B 1W8, Canada
| | - D Linton
- Musculoskeletal Health and Outcomes Research, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Toronto, Ontario, M5B 1W8, Canada
| | - J Weldon
- Osteoporosis Canada, Suite 201 - 250 Ferrand Drive, Toronto, Ontario, M3C 3G8, Canada
| | - L Frankel
- Musculoskeletal Health and Outcomes Research, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Toronto, Ontario, M5B 1W8, Canada
| | - E Bogoch
- Department of Surgery, University of Toronto, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Toronto, Ontario, M5B 1W8, Canada
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20
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Neggers JE, Paolella BR, Asfaw A, Rothberg MV, Skipper TA, Yang A, Kalekar RL, Krill-Burger JM, Dharia NV, Kugener G, Kalfon J, Yuan C, Dumont N, Gonzalez A, Abdusamad M, Li YY, Spurr LF, Wu WW, Durbin AD, Wolpin BM, Piccioni F, Root DE, Boehm JS, Cherniack AD, Tsherniak A, Hong AL, Hahn WC, Stegmaier K, Golub TR, Vazquez F, Aguirre AJ. Synthetic Lethal Interaction between the ESCRT Paralog Enzymes VPS4A and VPS4B in Cancers Harboring Loss of Chromosome 18q or 16q. Cell Rep 2021; 36:109367. [PMID: 34260938 PMCID: PMC8404147 DOI: 10.1016/j.celrep.2021.109367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
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21
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Roehle K, Qiang L, Ventre KS, Heid D, Ali LR, Lenehan P, Heckler M, Crowley SJ, Stump CT, Ro G, Godicelj A, Bhuiyan AM, Yang A, Quiles Del Rey M, Biary T, Luoma AM, Bruck PT, Tegethoff JF, Nopper SL, Li J, Byrne KT, Pelletier M, Wucherpfennig KW, Stanger BZ, Akin JJ, Mancias JD, Agudo J, Dougan M, Dougan SK. cIAP1/2 antagonism eliminates MHC class I-negative tumors through T cell-dependent reprogramming of mononuclear phagocytes. Sci Transl Med 2021; 13:eabf5058. [PMID: 34011631 PMCID: PMC8406785 DOI: 10.1126/scitranslmed.abf5058] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 02/23/2021] [Accepted: 04/26/2021] [Indexed: 01/19/2023]
Abstract
Loss of major histocompatibility complex (MHC) class I and interferon-γ (IFN-γ) sensing are major causes of primary and acquired resistance to checkpoint blockade immunotherapy. Thus, additional treatment options are needed for tumors that lose expression of MHC class I. The cellular inhibitor of apoptosis proteins 1 and 2 (cIAP1/2) regulate classical and alternative nuclear factor κB (NF-κB) signaling. Induction of noncanonical NF-κB signaling with cIAP1/2 antagonists mimics costimulatory signaling, augmenting antitumor immunity. We show that induction of noncanonical NF-κB signaling induces T cell-dependent immune responses, even in β2-microglobulin (β2M)-deficient tumors, demonstrating that direct CD8 T cell recognition of tumor cell-expressed MHC class I is not required. Instead, T cell-produced lymphotoxin reprograms both mouse and human macrophages to be tumoricidal. In wild-type mice, but not mice incapable of antigen-specific T cell responses, cIAP1/2 antagonism reduces tumor burden by increasing phagocytosis of live tumor cells. Efficacy is augmented by combination with CD47 blockade. Thus, activation of noncanonical NF-κB stimulates a T cell-macrophage axis that curtails growth of tumors that are resistant to checkpoint blockade because of loss of MHC class I or IFN-γ sensing. These findings provide a potential mechanism for controlling checkpoint blockade refractory tumors.
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Affiliation(s)
- Kevin Roehle
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
- Department of Immunology, Harvard Medical School, Boston, MA 02115, USA
| | - Li Qiang
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
- Department of Immunology, Harvard Medical School, Boston, MA 02115, USA
| | - Katherine S Ventre
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Daniel Heid
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
- Department of Immunology, Harvard Medical School, Boston, MA 02115, USA
| | - Lestat R Ali
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
- Department of Immunology, Harvard Medical School, Boston, MA 02115, USA
| | - Patrick Lenehan
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
- Department of Immunology, Harvard Medical School, Boston, MA 02115, USA
| | - Max Heckler
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
- Department of Immunology, Harvard Medical School, Boston, MA 02115, USA
| | - Stephanie J Crowley
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Courtney T Stump
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
- Division of Gastroenterology, Department of Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Gabrielle Ro
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Anže Godicelj
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
- Department of Immunology, Harvard Medical School, Boston, MA 02115, USA
| | - Aladdin M Bhuiyan
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
- Division of Gastroenterology, Department of Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Annan Yang
- Division of Radiation and Genome Stability, Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Maria Quiles Del Rey
- Division of Radiation and Genome Stability, Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Tamara Biary
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
- Division of Gastroenterology, Department of Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Adrienne M Luoma
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
- Department of Immunology, Harvard Medical School, Boston, MA 02115, USA
| | - Patrick T Bruck
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Jana F Tegethoff
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Svenja L Nopper
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Jinyang Li
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Katelyn T Byrne
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Marc Pelletier
- Novartis Institute for Biomedical Research, Cambridge, MA 02139, USA
| | - Kai W Wucherpfennig
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
- Department of Immunology, Harvard Medical School, Boston, MA 02115, USA
| | - Ben Z Stanger
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - James J Akin
- Novartis Institute for Biomedical Research, Cambridge, MA 02139, USA
| | - Joseph D Mancias
- Division of Radiation and Genome Stability, Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Judith Agudo
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
- Department of Immunology, Harvard Medical School, Boston, MA 02115, USA
| | - Michael Dougan
- Division of Gastroenterology, Department of Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Stephanie K Dougan
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA.
- Department of Immunology, Harvard Medical School, Boston, MA 02115, USA
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Yang A, Li W, Tao Z, Ye H, Xu Z, Li Y, Gao Y, Yan X. Vibrio harveyi isolated from marine aquaculture species in eastern China and virulence to the large yellow croaker (Larimichthys crocea). J Appl Microbiol 2021; 131:1710-1721. [PMID: 33713523 DOI: 10.1111/jam.15070] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 03/04/2021] [Accepted: 03/09/2021] [Indexed: 12/26/2022]
Abstract
AIMS Diseases of maricultured species caused by Vibrio harveyi are increasing in China and other regions. This study examined the genetic diversity, antimicrobial susceptibility, plasmid profiles and virulence potential of the V. harveyi isolated from marine organisms farmed in two provinces in eastern China between 2014 and 2019. METHODS AND RESULTS A total of 54 V. harveyi were obtained from seven marine species. Enterobacterial repetitive intergenic consensus (ERIC)-PCR fingerprinting revealed substantial genetic heterogeneity among the V. harveyi isolates. There was no significant correlation between ERIC-PCR genotypes and host origins or fish farms. All the isolates were resistant to amoxicillin and ampicillin, and 79·6% to kanamycin. We found that 61·1% of the V. harveyi isolates had plasmid(s) and there were 14 different plasmid profiles. Most isolates from fish hosts (76·5%) contained plasmids; however, 75% of isolates from nonfish hosts lacked plasmids. Experimental infection results showed that isolates with plasmid(s) were more virulent to large yellow croaker than isolates lacking plasmids (P < 0·05). CONCLUSIONS This study confirmed that V. harveyi isolates obtained from animals farmed in the coastal region of east China were genetically diverse. Our results suggest that the virulence of various V. harveyi strains to fish is associated with the plasmids they carry. SIGNIFICANCE AND IMPACT OF THE STUDY More than 50% of the V. harveyi isolates carried one to 11 plasmids. The plasmid-borne traits of V. harveyi strains might be important for host adaptation and virulence, but they were not associated with susceptibility to the tested antibiotics.
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Affiliation(s)
- A Yang
- School of Fisheries, Zhejiang Ocean University, Zhoushan, China
| | - W Li
- Zhoushan Fisheries Research Institute, Zhoushan, China
| | - Z Tao
- School of Fisheries, Zhejiang Ocean University, Zhoushan, China
| | - H Ye
- School of Fisheries, Zhejiang Ocean University, Zhoushan, China
| | - Z Xu
- Zhoushan Fisheries Research Institute, Zhoushan, China
| | - Y Li
- School of Fisheries, Zhejiang Ocean University, Zhoushan, China
| | - Y Gao
- School of Fisheries, Zhejiang Ocean University, Zhoushan, China
| | - X Yan
- School of Fisheries, Zhejiang Ocean University, Zhoushan, China
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23
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Niu X, Zhou Z, Yu Y, Shen L, Liu K, Bai J, Yang A, Wu L, Lu S. JICC01.12 Molecular Landscape of Primary and Acquired Resistance to Immune Checkpoint Inhibitors in Chinese Advanced Non-Small Cell Lung Cancer. J Thorac Oncol 2021. [DOI: 10.1016/j.jtho.2021.01.163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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24
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Niu X, Zhou Z, Yu Y, Shen L, Liu K, Bai J, Yang A, Wu L, Lu S. FP12.05 Molecular Landscape of Primary and Acquired Resistance to Immune Checkpoint Inhibitors in Chinese Advanced Non-Small Cell Lung Cancer. J Thorac Oncol 2021. [DOI: 10.1016/j.jtho.2021.01.131] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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25
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Niu X, Zhou Z, Chen Z, Yu Y, Shen L, Li Z, Liu K, Bai J, Yang A, Wu L, Lu S. FP12.13 Therapeutic Index Predicts Clinical Outcome of both Treated and Treatment-Naïve NSCLC Patients Receiving Targeted- and Immune-Therapy. J Thorac Oncol 2021. [DOI: 10.1016/j.jtho.2021.01.139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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26
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Yang A, Miao H, Li N. A graphical method for breaking logical loops based on multi-tree structure. KERNTECHNIK 2021. [DOI: 10.3139/124.110966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Abstract
Logical loops or circular logics, interpreted as circular supporting relations among systems, remain a longstanding challenge in the probabilistic safety assessment (PSA). Logical loops are commonly found in complex industrial systems. Due to the existence of the logical loops, the minimal cut sets cannot be directly obtained. In order to solve this problem, the logical loops should be broken properly. This paper proposes a graphical method based on multi-tree structure. By constructing the simplified multi-tree, logical loops both in linearly and non-linearly interrelated systems are solved. To illustrate this method, examples of linearly interrelated systems and non-linearly interrelated systems are given in this paper. As a supplement, this method is applied to the well-known complex logical loops in the nuclear power plant. It shows that this method is highly intuitive and efficient by means of graphs.
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27
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Yang A, Miao H, Li N. A graphical method for breaking logical loops based on multi-tree structure. KERNTECHNIK 2021. [DOI: 10.1515/kern-2020-850209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Abstract
Logical loops or circular logics, interpreted as circular supporting relations among systems, remain a longstanding challenge in the probabilistic safety assessment (PSA). Logical loops are commonly found in complex industrial systems. Due to the existence of the logical loops, the minimal cut sets cannot be directly obtained. In order to solve this problem, the logical loops should be broken properly. This paper proposes a graphical method based on multi-tree structure. By constructing the simplified multi-tree, logical loops both in linearly and non-linearly interrelated systems are solved. To illustrate this method, examples of linearly interrelated systems and non-linearly interrelated systems are given in this paper. As a supplement, this method is applied to the well-known complex logical loops in the nuclear power plant. It shows that this method is highly intuitive and efficient by means of graphs.
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28
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Zhang S, Wu X, Feng Y, Wang Q, Jiang Q, Guo T, Wu D, Xu T, Li R, Tang SJ, Yang A. Resuming gastrointestinal endoscopy post-COVID-19 peak: Focus on the guidance from international and national societies. J Gastroenterol Hepatol 2021; 36:526-533. [PMID: 33073882 DOI: 10.1111/jgh.15304] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 09/07/2020] [Accepted: 10/14/2020] [Indexed: 01/22/2023]
Affiliation(s)
- S Zhang
- Department of Gastroenterology, Peking Union Medical College Hospital, Chinese Academy of Medical Science, Beijing, China
| | - X Wu
- Department of Gastroenterology, Peking Union Medical College Hospital, Chinese Academy of Medical Science, Beijing, China
| | - Y Feng
- Department of Gastroenterology, Peking Union Medical College Hospital, Chinese Academy of Medical Science, Beijing, China
| | - Q Wang
- Department of Gastroenterology, Peking Union Medical College Hospital, Chinese Academy of Medical Science, Beijing, China
| | - Q Jiang
- Department of Gastroenterology, Peking Union Medical College Hospital, Chinese Academy of Medical Science, Beijing, China
| | - T Guo
- Department of Gastroenterology, Peking Union Medical College Hospital, Chinese Academy of Medical Science, Beijing, China
| | - D Wu
- Department of Gastroenterology, Peking Union Medical College Hospital, Chinese Academy of Medical Science, Beijing, China
| | - T Xu
- Department of Gastroenterology, Peking Union Medical College Hospital, Chinese Academy of Medical Science, Beijing, China
| | - R Li
- Department of Gastroenterology, Peking Union Medical College Hospital, Chinese Academy of Medical Science, Beijing, China
| | - S-J Tang
- Division of Digestive Diseases, Department of Medicine, University of Mississippi Medical Center, Jackson, Mississippi, USA
| | - A Yang
- Department of Gastroenterology, Peking Union Medical College Hospital, Chinese Academy of Medical Science, Beijing, China
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Redei EE, Ciolino JD, Wert SL, Yang A, Kim S, Clark C, Zumpf KB, Wisner KL. Pilot validation of blood-based biomarkers during pregnancy and postpartum in women with prior or current depression. Transl Psychiatry 2021; 11:68. [PMID: 33479202 PMCID: PMC7820442 DOI: 10.1038/s41398-020-01188-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Revised: 10/22/2020] [Accepted: 12/03/2020] [Indexed: 12/19/2022] Open
Abstract
Major depressive disorder (MDD) is more common in women than in men, and evidence of gender-related subtypes of depression is emerging. Previously identified blood-based transcriptomic biomarkers distinguished male and female subjects with MDD from those without the disorder. In the present pilot study, we investigated the performance of these biomarkers in pregnant and postpartum women with prior major depressive episodes, some of whom had current symptomatology. The symptom scores of 13 pregnant and 15 postpartum women were identified by the Inventory of Depressive Symptoms (IDS-SR-30) at the time of blood sampling. Blood levels of the 20 transcriptomic biomarkers and that of estrogen receptor 2 (ESR2), membrane progesterone receptor alpha and beta (mPRα, mPRβ) were measured. In pregnant women, transcript levels of ADCY3, ASAH1, ATP11C, CDR2, ESR2, FAM46A, mPRβ, NAGA, RAPH1, TLR7, and ZNF291/SCAPER showed significant association with IDS-SR-30 scores, of which ADCY3, FAM46A, RAPH1, and TLR7 were identified in previous studies for their diagnostic potential for major depression. ASAH1 and ATP11C were previously also identified as potential markers of treatment efficacy. In postpartum women, transcript levels of CAT, CD59, and RAPH1 demonstrated a trend of association with IDS-SR-30 scores. Transcript levels of ADCY3, ATP11C, FAM46A, RAPH1, and ZNF291/SCAPER correlated with ESR2 and mPRβ expressions in pregnant women, whereas these associations only existed for mPRβ in postpartum women. These results suggest that a blood biomarker panel can identify depression symptomatology in pregnant women and that expression of these biomarker genes are affected by estrogen and/or progesterone binding differently during pregnancy and postpartum.
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Affiliation(s)
- E. E. Redei
- grid.16753.360000 0001 2299 3507Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL 60611 USA ,grid.16753.360000 0001 2299 3507The Asher Center, Northwestern University Feinberg School of Medicine, Chicago, IL 60611 USA
| | - J. D. Ciolino
- grid.16753.360000 0001 2299 3507Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611 USA
| | - S. L. Wert
- grid.16753.360000 0001 2299 3507Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL 60611 USA
| | - A. Yang
- grid.16753.360000 0001 2299 3507Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611 USA
| | - S. Kim
- grid.16753.360000 0001 2299 3507Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL 60611 USA
| | - C. Clark
- grid.16753.360000 0001 2299 3507Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL 60611 USA ,grid.16753.360000 0001 2299 3507The Asher Center, Northwestern University Feinberg School of Medicine, Chicago, IL 60611 USA
| | - K. B. Zumpf
- grid.16753.360000 0001 2299 3507Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611 USA
| | - K. L. Wisner
- grid.16753.360000 0001 2299 3507Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL 60611 USA ,grid.16753.360000 0001 2299 3507The Asher Center, Northwestern University Feinberg School of Medicine, Chicago, IL 60611 USA
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Neggers JE, Paolella BR, Asfaw A, Rothberg MV, Skipper TA, Yang A, Kalekar RL, Krill-Burger JM, Dharia NV, Kugener G, Kalfon J, Yuan C, Dumont N, Gonzalez A, Abdusamad M, Li YY, Spurr LF, Wu WW, Durbin AD, Wolpin BM, Piccioni F, Root DE, Boehm JS, Cherniack AD, Tsherniak A, Hong AL, Hahn WC, Stegmaier K, Golub TR, Vazquez F, Aguirre AJ. Synthetic Lethal Interaction between the ESCRT Paralog Enzymes VPS4A and VPS4B in Cancers Harboring Loss of Chromosome 18q or 16q. Cell Rep 2020; 33:108493. [PMID: 33326793 PMCID: PMC8374858 DOI: 10.1016/j.celrep.2020.108493] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 09/04/2020] [Accepted: 11/17/2020] [Indexed: 12/26/2022] Open
Abstract
Few therapies target the loss of tumor suppressor genes in cancer. We examine CRISPR-SpCas9 and RNA-interference loss-of-function screens to identify new therapeutic targets associated with genomic loss of tumor suppressor genes. The endosomal sorting complexes required for transport (ESCRT) ATPases VPS4A and VPS4B score as strong synthetic lethal dependencies. VPS4A is essential in cancers harboring loss of VPS4B adjacent to SMAD4 on chromosome 18q and VPS4B is required in tumors with co-deletion of VPS4A and CDH1 (E-cadherin) on chromosome 16q. We demonstrate that more than 30% of cancers selectively require VPS4A or VPS4B. VPS4A suppression in VPS4B-deficient cells selectively leads to ESCRT-III filament accumulation, cytokinesis defects, nuclear deformation, G2/M arrest, apoptosis, and potent tumor regression. CRISPR-SpCas9 screening and integrative genomic analysis reveal other ESCRT members, regulators of abscission, and interferon signaling as modifiers of VPS4A dependency. We describe a compendium of synthetic lethal vulnerabilities and nominate VPS4A and VPS4B as high-priority therapeutic targets for cancers with 18q or 16q loss. Neggers, Paolella, and colleagues identify the ATPases VPS4A and VPS4B as selective vulnerabilities and potential therapeutic targets in cancers harboring loss of chromosome 18q or 16q. In VPS4B-deficient cancers, VPS4A suppression leads to ESCRT-III dysfunction, nuclear deformation, and abscission defects. Moreover, ESCRT proteins and interferons can modulate dependency on VPS4A.
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Affiliation(s)
- Jasper E Neggers
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Brenton R Paolella
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Adhana Asfaw
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Michael V Rothberg
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Thomas A Skipper
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Annan Yang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Radha L Kalekar
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - John M Krill-Burger
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Neekesh V Dharia
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA; Cancer and Blood Disorders Center, Boston Children's Hospital, Harvard Medical School, Boston, MA 02215, USA
| | - Guillaume Kugener
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Jérémie Kalfon
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Chen Yuan
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Nancy Dumont
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Alfredo Gonzalez
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Mai Abdusamad
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Yvonne Y Li
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Liam F Spurr
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Westley W Wu
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Adam D Durbin
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA; Cancer and Blood Disorders Center, Boston Children's Hospital, Harvard Medical School, Boston, MA 02215, USA
| | - Brian M Wolpin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Federica Piccioni
- Genetic Perturbation Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - David E Root
- Genetic Perturbation Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Jesse S Boehm
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Andrew D Cherniack
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Aviad Tsherniak
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Andrew L Hong
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA; Cancer and Blood Disorders Center, Boston Children's Hospital, Harvard Medical School, Boston, MA 02215, USA
| | - William C Hahn
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Kimberly Stegmaier
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA; Cancer and Blood Disorders Center, Boston Children's Hospital, Harvard Medical School, Boston, MA 02215, USA
| | - Todd R Golub
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Francisca Vazquez
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA.
| | - Andrew J Aguirre
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA.
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Väyrynen SA, Yang A, Wang J, Zhang J, Lowder K, Kapner KS, Bosse T, Raghavan S, Costa AD, Williams H, Yuan C, Pelton A, Morales-Oyarvide V, Rubinson DA, Brais L, Reilly E, Kozak MM, Linehan DC, Dunne RF, Chang DT, Koong AC, Hezel AF, Wolpin BM, Nowak JA, Aguirre AJ. Abstract PO-013: MTAP protein expression is lost in nearly one-third of primary pancreatic cancers and is associated with sensitivity to MAT2A inhibition in patient-derived organoid models. Cancer Res 2020. [DOI: 10.1158/1538-7445.panca20-po-013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Deletion of chromosome region 9p21 containing CDKN2A is an early clonal event in many cancers, including pancreatic ductal adenocarcinoma (PDAC). The MTAP gene, which is directly adjacent to CDKN2A and therefore frequently co-deleted, encodes methylthioadenosine phosphorylase, a crucial enzyme in the methionine salvage pathway. Pre-clinical studies suggest that MTAP deletion can confer selective sensitivity to inhibition of the PRMT5-MAT2A axis, highlighting a potential therapeutic vulnerability for PDAC. However, comprehensive MTAP and CDKN2A biomarker data to identify patients most likely to respond to targeted inhibition are lacking. Design: We developed a quantitative, multiplex immunofluorescence (mIF) assay to jointly measure MTAP and CDKN2A protein expression at a single cell level in PDAC and applied our assay to two cohorts with extensive genomic annotation data: 1) a multi-institutional cohort of over 300 primary resected formalin-fixed paraffin-embedded PDAC specimens and 2) a cohort of 56 human patient-derived organoid samples fixed in situ and assembled into an “organoid tissue microarray.” We also conducted drug-sensitivity testing with a MAT2A inhibitor (AGI-24512) using 18 patient-derived organoids with defined MTAP and CDKN2A genomic status. Results: MTAP protein expression was completely lost in 97 (31%) of 315 primary resected tumors. Loss of MTAP was accompanied by loss of CDKN2A in 94 of 97 cases, while 3 cases showed MTAP protein loss and intact CDKN2A protein expression. An additional 108 (34%) of the 315 tumors exhibited loss of CDKN2A and intact MTAP expression. CDKN2A loss has previously been associated with reduced patient survival, but MTAP loss was not an effect modifier of this association. Within the organoid cohort, homozygous MTAP deletion was detected in 7 (13%) cases and heterozygous deletion detected in 17 (30%) cases. Organoids with homozygous MTAP deletion showed complete loss of MTAP protein expression via mIF, whereas heterozygous MTAP deletion resulted in diminished MTAP protein expression compared to MTAP wild-type organoids. In drug-sensitivity testing, 5 of 5 MTAP homozygous deleted patient-derived organoids showed increased sensitivity to MAT2A inhibition compared with MTAP wild-type or heterozygous organoid models. However, one wild-type model and one model with MTAP heterozygous deletion demonstrated comparable sensitivity to models with homozygous MTAP deletion. RNA sequencing analysis of these organoids revealed MTAP RNA levels similar to those seen in MTAP homozygous deleted organoids. Conclusion: MTAP protein expression is lost in nearly a third of primary pancreatic cancers and can be quantitated using mIF in both human tissue and organoid models. Integrative analysis of organoid mIF, DNA and RNA sequencing data suggests that MTAP deletion is the predominant, but not sole determinant of sensitivity to MAT2A inhibition with important implications for patient selection in ongoing clinical trials.
Citation Format: Sara A. Väyrynen, Annan Yang, Junning Wang, Jinming Zhang, Kristen Lowder, Kevin S. Kapner, Tim Bosse, Sri Raghavan, Andressa Dias Costa, Hannah Williams, Chen Yuan, Ashley Pelton, Vicente Morales-Oyarvide, Douglas A. Rubinson, Lauren Brais, Emma Reilly, Margaret M. Kozak, David C. Linehan, Richard F. Dunne, Daniel T. Chang, Albert C. Koong, Aram F. Hezel, Brian M. Wolpin, Jonathan A Nowak, Andrew J Aguirre. MTAP protein expression is lost in nearly one-third of primary pancreatic cancers and is associated with sensitivity to MAT2A inhibition in patient-derived organoid models [abstract]. In: Proceedings of the AACR Virtual Special Conference on Pancreatic Cancer; 2020 Sep 29-30. Philadelphia (PA): AACR; Cancer Res 2020;80(22 Suppl):Abstract nr PO-013.
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Affiliation(s)
| | - Annan Yang
- 1Dana-Farber Cancer Institute, Boston, MA, USA,
| | | | | | | | | | - Tim Bosse
- 1Dana-Farber Cancer Institute, Boston, MA, USA,
| | | | | | | | - Chen Yuan
- 1Dana-Farber Cancer Institute, Boston, MA, USA,
| | | | | | | | | | - Emma Reilly
- 1Dana-Farber Cancer Institute, Boston, MA, USA,
| | | | | | | | | | | | - Aram F. Hezel
- 3University of Rochester Medical Center, Rochester, NY, USA,
| | | | - Jonathan A Nowak
- 4Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
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Neggers JE, Paolella BR, Asfaw A, Rothberg MV, Skipper TA, Kalekar RL, Krill-Burger MJ, Dharia NV, Kugener G, Durbin AD, Yang A, Dumont N, Li YY, Wolpin BM, Piccioni F, Root DE, Boehm JS, Cherniack AD, Tsherniak A, Hong AL, Hahn WC, Stegmaier K, Golub TR, Vazquez F, Aguirre AJ. Abstract PO-011: Synthetic lethal interaction between the ESCRT paralog enzymes VPS4A and VPS4B in SMAD4 or CDH1-deleted cancers. Cancer Res 2020. [DOI: 10.1158/1538-7445.panca20-po-011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Somatic copy number alterations that result in loss of tumor suppressor gene function are important drivers of tumorigenesis. However, few existing therapeutic options to target oncogenic processes evoked by tumor suppressor gene inactivation exist. The discovery of synthetic lethal interactions with genetic drivers of cancer may yield new therapeutic strategies with cancer selective potential. We examined genome-scale CRISPR-SpCas9 and RNA interference screens to uncover new synthetic lethal vulnerabilities associated with the loss of common tumor suppressor genes (TSGs). The ATPases Vacuolar protein sorting 4 homolog A (VPS4A) and B (VPS4B) scored as strong synthetic lethal dependencies, with VPS4A selectively essential in cancers harboring loss of VPS4B adjacent to SMAD4 and VPS4B required in tumors with co-deletion of VPS4A and CDH1 (encoding E-cadherin). VPS4B resides 12.3 Mb away from the SMAD4 TSG on chromosome 18q and is lost in approximately 33% of all cancers, suggesting broad clinical applicability. Moreover, VPS4B is commonly lost in pancreatic cancer due to the frequent loss of SMAD4, highlighting VPS4A represents a promising target for this deadly cancer. VPS4A and VPS4B function as AAA ATPases forming a multimeric protein complex within the endosomal sorting complex required for transport (ESCRT) pathway to regulate membrane remodeling in a range of cellular processes. VPS4A suppression in cells with VPS4B/SMAD4 loss led to accumulation of ESCRT-III filaments, cytokinesis defects, nuclear deformation and micronucleation, which ultimately resulted in G2/M cell cycle arrest and apoptosis. Furthermore, upon VPS4A suppression, we observed potent in vivo tumor regression, which led to extended survival, in mouse subcutaneous xenograft models utilizing a pancreatic or rhabdomyosarcoma cancer cell line harboring VPS4B loss. CRISPR-SpCas9 screening and integrative genomic analysis revealed other ESCRT members, regulators of abscission and interferon signaling as modifiers of VPS4A dependency. Using the most comprehensive available CRISPR-SpCas9 and RNA-interference screening datasets to date, we provide a compendium of synthetic lethal vulnerabilities with TSG loss and credential VPS4A as a new and promising therapeutic target in cancers with VPS4B/SMAD4 deletion.
Citation Format: Jasper E. Neggers, Brenton R. Paolella, Adhana Asfaw, Michael V. Rothberg, Thomas A. Skipper, Radha L. Kalekar, Michael J. Krill-Burger, Neekesh V. Dharia, Guillaume Kugener, Adam D. Durbin, Annan Yang, Nancy Dumont, Yvonne Y. Li, Brian M. Wolpin, Federica Piccioni, David E. Root, Jesse S. Boehm, Andrew D. Cherniack, Aviad Tsherniak, Andrew L. Hong, William C. Hahn, Kimberly Stegmaier, Todd R. Golub, Francisca Vazquez, Andrew J. Aguirre. Synthetic lethal interaction between the ESCRT paralog enzymes VPS4A and VPS4B in SMAD4 or CDH1-deleted cancers [abstract]. In: Proceedings of the AACR Virtual Special Conference on Pancreatic Cancer; 2020 Sep 29-30. Philadelphia (PA): AACR; Cancer Res 2020;80(22 Suppl):Abstract nr PO-011.
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Affiliation(s)
| | | | - Adhana Asfaw
- 2Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | | | | | | | | | | | | | - Annan Yang
- 1Dana-Farber Cancer Institute, Boston, MA, USA,
| | - Nancy Dumont
- 2Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | | | | | - David E. Root
- 2Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | | | | | | | | | | | - Todd R. Golub
- 2Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Yang A, Courie H, Peterson V, Thompson S, Hafycz J, Jeanmonod R, Rammohan G, Stankewicz H, Hackett D, Jeanmonod D. 29 Bedside Point-of-Care Measurement of a Novel Biomarker SPLA2-IIA for Prediction of Sepsis: Midpoint Analysis. Ann Emerg Med 2020. [DOI: 10.1016/j.annemergmed.2020.09.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Neggers J, Paolella B, Asfaw A, Rothberg M, Skipper T, Kalekar R, Burger M, Kugener G, Jérémie K, Yang A, Nancy D, Abdusamad M, Cherniack A, Tscherniak A, Hong A, Hahn W, Stegmaier K, Golub T, Vazquez F, Aguirre A. Synthetic lethal interaction between the ESCRT paralog enzymes VPS4A and VPS4B in cancers with chromosome 18q or 16q deletion. Eur J Cancer 2020. [DOI: 10.1016/s0959-8049(20)31088-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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35
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Neggers JE, Paolella BR, Asfaw A, Rothberg MV, Skipper TA, Kalekar RL, Krill-Burger JM, Hong AL, Kugener G, Kalfon J, Yang A, Yuan C, Dumont N, Gonzalez A, Abdusamad M, Li YY, Spurr LF, Wu WW, Piccioni F, Wolpin BM, Root DE, Boehm JS, Cherniack AD, Tsherniak A, Golub TR, Vazquez F, Aguirre AJ. Abstract LB-053: VPS4A is a synthetic lethal target in VPS4B-deficient cancers due to co-deletion with SMAD4. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-lb-053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Somatic copy number alterations that result in loss of tumor suppressor gene function are important drivers of tumorigenesis. However, few existing therapeutic options to target oncogenic processes evoked by tumor suppressor gene inactivation exist. The discovery of synthetic lethal interactions with genetic drivers of cancer may yield new therapeutic strategies with cancer selective potential. We examined genome-scale CRISPR-SpCas9 and RNA interference screens to uncover new synthetic lethal vulnerabilities associated with the loss of common tumor suppressor genes (TSGs).
Vacuolar protein sorting 4 homolog A (VPS4A) scored as a strong, selective dependency in cancer cells with genomic loss of the SMAD4 tumor suppressor due to co-deletion of VPS4A's paralog gene, VPS4B. VPS4B resides 12.3 Mb away from the SMAD4 TSG on chromosome 18q and is lost in approximately 33% of all cancers, suggesting broad clinical applicability. VPS4A and VPS4B function as AAA ATPases forming a multimeric protein complex within the endosomal sorting complex required for transport (ESCRT) pathway to regulate membrane remodeling in a range of cellular processes. VPS4A suppression in cells with VPS4B/SMAD4 loss led to accumulation of ESCRT-III filaments, cytokinesis defects, nuclear deformation and micronucleation, which ultimately resulted in G2/M cell cycle arrest and apoptosis. Furthermore, upon VPS4A suppression, we observerd potent in vivo tumor regression, which led to extended survival, in mouse subcutaneous xenograft models with human cancer cell lines harboring VPS4B loss. Finally, genome-scale CRISPR-SpCas9 loss-of-function screening revealed other ESCRT pathway members and regulators of cellular abscission as modifiers of VPS4A dependency.
Using the most comprehensive available CRISPR-SpCas9 and RNA-interference screening datasets to date, we provide a compendium of synthetic lethal vulnerabilities with TSG loss and credential VPS4A as a new and promising therapeutic target in cancers with VPS4B/SMAD4 deletion.
Citation Format: Jasper E. Neggers, Brenton R. Paolella, Adhana Asfaw, Michael V. Rothberg, Thomas A. Skipper, Radha L. Kalekar, John M. Krill-Burger, Andrew L. Hong, Guillaume Kugener, Jeremie Kalfon, Annan Yang, Chen Yuan, Nancy Dumont, Alfredo Gonzalez, Mai Abdusamad, Yvonne Y. Li, Liam F. Spurr, Westley W. Wu, Federica Piccioni, Brian M. Wolpin, David E. Root, Jesse S. Boehm, Andrew D. Cherniack, Aviad Tsherniak, Todd R. Golub, Francisca Vazquez, Andrew J. Aguirre. VPS4A is a synthetic lethal target in VPS4B-deficient cancers due to co-deletion with SMAD4 [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr LB-053.
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Affiliation(s)
| | | | - Adhana Asfaw
- 2Broad Institute of MIT and Harvard, Cambridge, MA
| | | | | | | | | | | | | | | | - Annan Yang
- 1Dana-Farber Cancer Institute, Boston, MA
| | - Chen Yuan
- 1Dana-Farber Cancer Institute, Boston, MA
| | - Nancy Dumont
- 2Broad Institute of MIT and Harvard, Cambridge, MA
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Chen S, Yang H, Su X, Yang A, Liu W. Transcervical dissection of metastatic suprahyoid retropharyngeal lymph nodes from papillary thyroid carcinoma through three anatomical barriers. Int J Oral Maxillofac Surg 2020; 50:158-162. [PMID: 32739249 DOI: 10.1016/j.ijom.2020.06.022] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2019] [Revised: 04/17/2020] [Accepted: 06/30/2020] [Indexed: 02/05/2023]
Abstract
Papillary thyroid carcinoma (PTC) rarely metastasizes to the suprahyoid retropharyngeal lymph nodes (SRPLNs). Studies on SRPLN metastasis from PTC and a description of the dissection of the SRPLNs via the transcervical approach are rare in the literature. In this study, the cases of six patients diagnosed with PTC with SRPLN metastasis, who underwent dissection of the SRPLNs between 2001 and 2017, were reviewed retrospectively. A transcervical approach was applied for exposure and dissection of the SRPLNs in all patients. All patients were successfully treated by transcervical resection of the metastatic SRPLNs. No patient needed a mandibulotomy or presented severe complications. The median duration of follow-up after dissection of the SRPLNs was 83 months. No recurrence of SRPLN metastasis was identified during follow-up, and none of the patients died of the disease. Surgery might be the best treatment for SRPLN metastasis from PTC. The transcervical route to the retropharyngeal space is through three anatomical barriers, including the submandibular gland, the posterior belly of the digastric muscle, and the blood vessels branching from the external carotid artery and internal jugular vein. Surgical removal of metastatic SRPLNs through the transcervical approach was safe and effective.
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Affiliation(s)
- S Chen
- Department of Head and Neck Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China; State Key Laboratory of Oncology in South China, Guangzhou, Guangdong, China; Collaborative Innovation Center of Cancer Medicine, Guangzhou, Guangdong, China
| | - H Yang
- State Key Laboratory of Oncology in South China, Guangzhou, Guangdong, China; Collaborative Innovation Center of Cancer Medicine, Guangzhou, Guangdong, China; Department of Thoracic Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - X Su
- Department of Head and Neck Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China; State Key Laboratory of Oncology in South China, Guangzhou, Guangdong, China; Collaborative Innovation Center of Cancer Medicine, Guangzhou, Guangdong, China
| | - A Yang
- Department of Head and Neck Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China; State Key Laboratory of Oncology in South China, Guangzhou, Guangdong, China; Collaborative Innovation Center of Cancer Medicine, Guangzhou, Guangdong, China
| | - W Liu
- Department of Head and Neck Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China; State Key Laboratory of Oncology in South China, Guangzhou, Guangdong, China; Collaborative Innovation Center of Cancer Medicine, Guangzhou, Guangdong, China.
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Kong Y, Yang A, Xie X, Zhang J, Xu H, Li M, Lyu N, Wei W. Impact of the extent of axillary surgery in patients with N2-3 disease in the de-escalation era: a propensity score-matched study. Clin Transl Oncol 2020; 23:526-535. [PMID: 32632654 DOI: 10.1007/s12094-020-02444-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Accepted: 06/25/2020] [Indexed: 12/13/2022]
Abstract
BACKGROUND Reduction of surgeries in axillary has been proved feasible in breast cancer with negative and limited involved axillary lymph nodes. However, for women with a heavy axillary burden, the extent of dissection is still arguable. PATIENTS AND METHODS From a total of 7042 patients with breast cancer who underwent surgical treatments between 2008 and 2014, 692 (9.85%) patients with the axillary staging of N2-3M0 were classified into Level I-II dissection group and Level I-III dissection group. 203 pairs of patients were matched by the propensity score. RESULTS The positive rate of level-III lymph nodes is 62.4% in patients who underwent Level I-III dissection. There are 67 (22.1%) patients who experienced rise in staging from N2 to N3 due to level-III dissection. With a median follow-up of 62.4 months, no significant difference was observed in RFS (P = 0.897), MFS (P = 0.610) and OS (P = 0.755) between level I-II group and level I-III group. The same results were observed in the independent analysis of neoadjuvant and non-neoadjuvant subgroups. The binary regression model showed the positivity of level-III is only associated with involved lymph nodes in level-II. CONCLUSION Additional level-III dissection has a limited impact on survival but still valuable in an accurate stage. The reduction of surgeries in axillary should be treated with discretion in breast cancer patients with a heavy axillary burden.
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Affiliation(s)
- Y Kong
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Department of Breast Oncology, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, 510060, Guangdong, People's Republic of China
| | - A Yang
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Department of Breast Oncology, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, 510060, Guangdong, People's Republic of China
| | - X Xie
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Department of Breast Oncology, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, 510060, Guangdong, People's Republic of China
| | - J Zhang
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Department of Breast Oncology, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, 510060, Guangdong, People's Republic of China
| | - H Xu
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Department of Breast Oncology, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, 510060, Guangdong, People's Republic of China
| | - M Li
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - N Lyu
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Department of Minimally Invasive Interventional Radiology, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, 510060, Guangdong, People's Republic of China.
| | - W Wei
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Department of Breast Oncology, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, 510060, Guangdong, People's Republic of China.
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Ferguson FM, Nabet B, Raghavan S, Liu Y, Leggett AL, Kuljanin M, Kalekar RL, Yang A, He S, Wang J, Ng RWS, Sulahian R, Li L, Poulin EJ, Huang L, Koren J, Dieguez-Martinez N, Espinosa S, Zeng Z, Corona CR, Vasta JD, Ohi R, Sim T, Kim ND, Harshbarger W, Lizcano JM, Robers MB, Muthaswamy S, Lin CY, Look AT, Haigis KM, Mancias JD, Wolpin BM, Aguirre AJ, Hahn WC, Westover KD, Gray NS. Discovery of a selective inhibitor of doublecortin like kinase 1. Nat Chem Biol 2020; 16:635-643. [PMID: 32251410 PMCID: PMC7246176 DOI: 10.1038/s41589-020-0506-0] [Citation(s) in RCA: 73] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Revised: 02/05/2020] [Accepted: 02/24/2020] [Indexed: 12/16/2022]
Abstract
Doublecortin like kinase 1 (DCLK1) is an understudied kinase that is upregulated in a wide range of cancers, including pancreatic ductal adenocarcinoma (PDAC). However, little is known about its potential as a therapeutic target. We used chemoproteomic profiling and structure-based design to develop a selective, in vivo-compatible chemical probe of the DCLK1 kinase domain, DCLK1-IN-1. We demonstrate activity of DCLK1-IN-1 against clinically relevant patient-derived PDAC organoid models and use a combination of RNA-sequencing, proteomics and phosphoproteomics analysis to reveal that DCLK1 inhibition modulates proteins and pathways associated with cell motility in this context. DCLK1-IN-1 will serve as a versatile tool to investigate DCLK1 biology and establish its role in cancer.
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Affiliation(s)
- Fleur M Ferguson
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Behnam Nabet
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Srivatsan Raghavan
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Yan Liu
- Departments of Biochemistry and Radiation Oncology, the University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Alan L Leggett
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Miljan Kuljanin
- Division of Radiation and Genome Stability, Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Radha L Kalekar
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Annan Yang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Shuning He
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Jinhua Wang
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Raymond W S Ng
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Rita Sulahian
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Lianbo Li
- Departments of Biochemistry and Radiation Oncology, the University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Emily J Poulin
- Cancer Research Institute and Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Ling Huang
- Cancer Research Institute and Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Jost Koren
- Department of Molecular and Human Genetics, Therapeutic Innovation Center Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Baylor College of Medicine, Houston, TX, USA
| | - Nora Dieguez-Martinez
- Departament de Bioquímica i Biologia Molecular & Institut de Neurociencies, Facultat de Medicina. Universitat Autonoma de Barcelona, Bellaterra, Spain
| | - Sergio Espinosa
- Departament de Bioquímica i Biologia Molecular & Institut de Neurociencies, Facultat de Medicina. Universitat Autonoma de Barcelona, Bellaterra, Spain
| | | | | | | | - Ryoma Ohi
- Department of Cell and Developmental Biology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Taebo Sim
- Chemical Kinomics Research Center, Korea Institute of Science and Technology (KIST), Seoul, Republic of Korea and KU-KIST Graduate School of Converging Science and Technology, Korea University, Seoul, Republic of Korea
| | - Nam Doo Kim
- NDBio Therapeutics Inc, Incheon, Republic of Korea
| | - Wayne Harshbarger
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- GSK Vaccines, Rockville, MD, USA
| | - Jose M Lizcano
- Departament de Bioquímica i Biologia Molecular & Institut de Neurociencies, Facultat de Medicina. Universitat Autonoma de Barcelona, Bellaterra, Spain
| | | | - Senthil Muthaswamy
- Cancer Research Institute and Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Departments of Medicine and Pathology, Harvard Medical School, Boston, MA, USA
| | - Charles Y Lin
- Department of Molecular and Human Genetics, Therapeutic Innovation Center Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Baylor College of Medicine, Houston, TX, USA
| | - A Thomas Look
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Division of Pediatric Hematology/Oncology, Boston Children's Hospital, Boston, MA, USA
| | - Kevin M Haigis
- Cancer Research Institute and Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Harvard Digestive Disease Center, Harvard Medical School, Boston, MA, USA
| | - Joseph D Mancias
- Division of Radiation and Genome Stability, Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Brian M Wolpin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Andrew J Aguirre
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - William C Hahn
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Kenneth D Westover
- Departments of Biochemistry and Radiation Oncology, the University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Nathanael S Gray
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA.
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Arnedt J, Conroy D, Mooney A, DuBuc K, Balstad S, Pace D, Yang A, Furgal A, Sen A, Eisenberg D. 0532 Cognitive Behavioral Therapy Delivered Via Telemedicine vs. Face-to-Face: Results from a Randomized Controlled Non-Inferiority Trial. Sleep 2020. [DOI: 10.1093/sleep/zsaa056.529] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Introduction
Telemedicine is increasingly an option for delivery of healthcare services, but its efficacy and acceptability for delivering CBT for insomnia has not been adequately tested. In a randomized controlled non-inferiority trial, we compared face-to-face and telemedicine delivery (via the AASM SleepTM platform) of CBT for insomnia for improving sleep and daytime functioning at post-treatment and 12-week follow-up.
Methods
Sixty-five adults with chronic insomnia (46 women, mean age 47.2 ± 16.3 years) were recruited primarily from insomnia clinics and screened for disqualifying sleep, medical, and mental health disorders. Eligible participants were randomized to 6 sessions of CBT for insomnia delivered face-to-face (n=32) or via AASM SleepTM (n=33). Participants completed self-report measures of insomnia (Insomnia Severity Index, ISI) and daytime functioning (fatigue, depression, anxiety, and overall functioning) at pre-treatment, post-treatment, and 12-week follow-up. The ISI was the primary non-inferiority outcome.
Results
Telemedicine was non-inferior to face-to-face delivery of CBT for insomnia, based on a non-inferiority margin of 4 points on the ISI (β = -0.07, 95% CI -2.28 to 2.14). Compared to pre-treatment, ISI scores improved significantly at post-treatment (β = -9.02, 95% CI -10.56 to -7.47) and at 12-week follow-up (β = -9.34, 95% CI -10.89 to -7.79). Similarly, daytime functioning measures improved from pre- to post-treatment, with sustained improvements at 12-week follow-up. Scores on the fatigue scale were lower in the telemedicine group at both post-treatment (F=4.64, df=1,119, p<.03) and follow-up (F=5.79, df=1,119, p<.02).
Conclusion
Insomnia and daytime functioning improve similarly whether CBT for insomnia is delivered via telemedicine or face-to-face. Telemedicine delivery of CBT for insomnia should be implemented more systematically to improve access to this evidence-based treatment.
Support
American Sleep Medicine Foundation Grant # 168-SR-17 (JT Arnedt, PhD)
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Affiliation(s)
- J Arnedt
- Michigan Medicine, University of Michigan, Ann Arbor, MI
| | - D Conroy
- Michigan Medicine, University of Michigan, Ann Arbor, MI
| | - A Mooney
- Michigan Medicine, University of Michigan, Ann Arbor, MI
| | - K DuBuc
- Michigan Medicine, University of Michigan, Ann Arbor, MI
| | - S Balstad
- Michigan Medicine, University of Michigan, Ann Arbor, MI
| | - D Pace
- Michigan Medicine, University of Michigan, Ann Arbor, MI
| | - A Yang
- Michigan Medicine, University of Michigan, Ann Arbor, MI
| | - A Furgal
- Michigan Medicine, University of Michigan, Ann Arbor, MI
| | - A Sen
- Michigan Medicine, University of Michigan, Ann Arbor, MI
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Conroy DA, Mooney A, Pace D, Balstad S, Dubuc K, Yang A, Furgal A, Sen A, Arnedt J. 0513 Comparison of Patient Satisfaction and Therapeutic Alliance for Telemedicine vs. Face-to-Face Delivered Cognitive Behavioral Therapy for Insomnia. Sleep 2020. [DOI: 10.1093/sleep/zsaa056.510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Introduction
CBT for insomnia (CBTI) is effective but a barrier to its widespread use is the lack of evidence-based delivery modalities other than face-to-face. The perception and acceptability of telemedicine for the delivery of CBTI is unknown. We conducted a randomized controlled non-inferiority trial comparing face-to-face (F2F) and telemedicine (via AASM SleepTM) delivery of CBTI. We compared measures of patient satisfaction with treatment and the perception of the therapist’s warmth and skills between F2F and SleepTM.
Methods
Adults with insomnia were recruited from insomnia clinics and the community and screened for sleep, medical, and mental health disorders. Eligible participants were randomized to receive CBTI either via AASM SleepTM or F2F in 6 weekly sessions of 45-60 minutes each. Participants completed the Client Satisfaction Questionnaire (CSQ-8) and The Therapy Evaluation Questionnaire (TEQ) after completing treatment. The CSQ-8 score ranges from 8-32 with high scores indicating greater satisfaction. We also analyzed the two items on the TEQ that assess participants’ perception of therapist’s warmth and skills. Item scores ranged from 1-7, with higher scores indicating greater warmth and skills.
Results
Sixty-five adults with chronic insomnia were recruited primarily from insomnia clinics. Sixty-two participants (41 women, mean age 48.9 ± 15.4 years) completed all 6 sessions of CBTI via F2F (n=32) or via AASM SleepTM (n=30). Independent samples t-tests revealed no significant differences between conditions on patient satisfaction (SleepTM, 28.5 +/-4.2 vs F2F 29.9 +/-2.4, t(-1.5), p=.14), therapist warmth (SleepTM, 6.0 ±1.1 vs F2F, 6.4±0.95, t(-1.4), p=.16), or therapist skills (Sleep TM 6.4 ±1.0 vs F2F, 6.7±0.59, t(-1.5), p=.15).
Conclusion
Our findings suggest no differences in patient satisfaction, perception of therapist’s warmth, or confidence in therapist’s skills between telemedicine (via the AASM SleepTM) and F2F delivery of CBTI. Telemedicine-delivered CBTI should be implemented more widely.
Support
Research supported by American Sleep Medicine Foundation Grant # 168-SR-17 (JT Arnedt)
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Affiliation(s)
| | - A Mooney
- University of Michigan, Ann Arbor, MI
| | - D Pace
- University of Michigan, Ann Arbor, MI
| | - S Balstad
- University of Michigan, Ann Arbor, MI
| | - K Dubuc
- University of Michigan, Ann Arbor, MI
| | - A Yang
- University of Michigan, Ann Arbor, MI
| | - A Furgal
- University of Michigan, Ann Arbor, MI
| | - A Sen
- University of Michigan, Ann Arbor, MI
| | - J Arnedt
- University of Michigan, Ann Arbor, MI
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Yang A, Botsi S, Kumar S, Pal SB, Lam MM, Čepaitė I, Laugharn A, Dieckmann K. Singlet Pathway to the Ground State of Ultracold Polar Molecules. Phys Rev Lett 2020; 124:133203. [PMID: 32302184 DOI: 10.1103/physrevlett.124.133203] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Accepted: 03/09/2020] [Indexed: 06/11/2023]
Abstract
Starting from weakly bound Feshbach molecules, we demonstrate a two-photon pathway to the dipolar ground state of bi-alkali molecules that involves only singlet-to-singlet optical transitions. This pathway eliminates the search for a suitable intermediate state with sufficient singlet-triplet mixing and the exploration of its hyperfine structure, as is typical for pathways starting from triplet dominated Feshbach molecules. By selecting a Feshbach state with a stretched singlet hyperfine component and controlling the laser polarizations, we assure coupling to only single hyperfine components of the A^{1}Σ^{+} excited potential and the X^{1}Σ^{+} rovibrational ground state. In this way an ideal three level system is established, even if the hyperfine structure is not resolved. We demonstrate this pathway with ^{6}Li^{40}K molecules, and discuss its application to other important molecular species.
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Affiliation(s)
- A Yang
- Centre for Quantum Technologies (CQT), 3 Science Drive 2, Singapore 117543, Singapore
| | - S Botsi
- Centre for Quantum Technologies (CQT), 3 Science Drive 2, Singapore 117543, Singapore
| | - S Kumar
- Centre for Quantum Technologies (CQT), 3 Science Drive 2, Singapore 117543, Singapore
| | - S B Pal
- Centre for Quantum Technologies (CQT), 3 Science Drive 2, Singapore 117543, Singapore
| | - M M Lam
- Centre for Quantum Technologies (CQT), 3 Science Drive 2, Singapore 117543, Singapore
| | - I Čepaitė
- Centre for Quantum Technologies (CQT), 3 Science Drive 2, Singapore 117543, Singapore
| | - A Laugharn
- Centre for Quantum Technologies (CQT), 3 Science Drive 2, Singapore 117543, Singapore
| | - K Dieckmann
- Centre for Quantum Technologies (CQT), 3 Science Drive 2, Singapore 117543, Singapore
- Department of Physics, National University of Singapore, 2 Science Drive 3, Singapore 117542, Singapore
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Du G, Rao S, Gurbani D, Henning NJ, Jiang J, Che J, Yang A, Ficarro SB, Marto JA, Aguirre AJ, Sorger PK, Westover KD, Zhang T, Gray NS. Structure-Based Design of a Potent and Selective Covalent Inhibitor for SRC Kinase That Targets a P-Loop Cysteine. J Med Chem 2020; 63:1624-1641. [PMID: 31935084 PMCID: PMC7493195 DOI: 10.1021/acs.jmedchem.9b01502] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
SRC is a major regulator of many signaling pathways and contributes to cancer development. However, development of a selective SRC inhibitor has been challenging, and FDA-approved SRC inhibitors, dasatinib and bosutinib, are multitargeted kinase inhibitors. Here, we describe our efforts to develop a selective SRC covalent inhibitor by targeting cysteine 277 on the P-loop of SRC. Using a promiscuous covalent kinase inhibitor (CKI) SM1-71 as a starting point, we developed covalent inhibitor 15a, which discriminates SRC from other covalent targets of SM1-71 including TAK1 and FGFR1. As an irreversible covalent inhibitor, compound 15a exhibited sustained inhibition of SRC signaling both in vitro and in vivo. Moreover, 15a exhibited potent antiproliferative effects in nonsmall cell lung cancer cell lines harboring SRC activation, thus providing evidence that this approach may be promising for further drug development efforts.
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Affiliation(s)
- Guangyan Du
- Department of Biological Chemistry and Molecular Pharmacology , Harvard Medical School , Boston , Massachusetts 02115 , United States
- Department of Cancer Biology , Dana Farber Cancer Institute , 450 Brookline Avenue , Boston , Massachusetts 02215 , United States
| | - Suman Rao
- Department of Biological Chemistry and Molecular Pharmacology , Harvard Medical School , Boston , Massachusetts 02115 , United States
- Department of Cancer Biology , Dana Farber Cancer Institute , 450 Brookline Avenue , Boston , Massachusetts 02215 , United States
- Laboratory of Systems Biology , Harvard Medical School , Boston , Massachusetts 02115 , United States
| | - Deepak Gurbani
- Departments of Biochemistry and Radiation Oncology , The University of Texas Southwestern Medical Center at Dallas , Dallas , Texas 75390 , United States
| | - Nathaniel J Henning
- Department of Biological Chemistry and Molecular Pharmacology , Harvard Medical School , Boston , Massachusetts 02115 , United States
- Department of Cancer Biology , Dana Farber Cancer Institute , 450 Brookline Avenue , Boston , Massachusetts 02215 , United States
| | - Jie Jiang
- Department of Biological Chemistry and Molecular Pharmacology , Harvard Medical School , Boston , Massachusetts 02115 , United States
- Department of Cancer Biology , Dana Farber Cancer Institute , 450 Brookline Avenue , Boston , Massachusetts 02215 , United States
| | - Jianwei Che
- Department of Biological Chemistry and Molecular Pharmacology , Harvard Medical School , Boston , Massachusetts 02115 , United States
- Department of Cancer Biology , Dana Farber Cancer Institute , 450 Brookline Avenue , Boston , Massachusetts 02215 , United States
| | - Annan Yang
- Department of Medical Oncology , Dana Farber Cancer Institute , 450 Brookline Avenue , Boston , Massachusetts 02215 , United States
| | - Scott B Ficarro
- Department of Biological Chemistry and Molecular Pharmacology , Harvard Medical School , Boston , Massachusetts 02115 , United States
| | - Jarrod A Marto
- Department of Biological Chemistry and Molecular Pharmacology , Harvard Medical School , Boston , Massachusetts 02115 , United States
| | - Andrew J Aguirre
- Department of Medical Oncology , Dana Farber Cancer Institute , 450 Brookline Avenue , Boston , Massachusetts 02215 , United States
| | - Peter K Sorger
- Laboratory of Systems Biology , Harvard Medical School , Boston , Massachusetts 02115 , United States
| | - Kenneth D Westover
- Departments of Biochemistry and Radiation Oncology , The University of Texas Southwestern Medical Center at Dallas , Dallas , Texas 75390 , United States
| | - Tinghu Zhang
- Department of Biological Chemistry and Molecular Pharmacology , Harvard Medical School , Boston , Massachusetts 02115 , United States
- Department of Cancer Biology , Dana Farber Cancer Institute , 450 Brookline Avenue , Boston , Massachusetts 02215 , United States
| | - Nathanael S Gray
- Department of Biological Chemistry and Molecular Pharmacology , Harvard Medical School , Boston , Massachusetts 02115 , United States
- Department of Cancer Biology , Dana Farber Cancer Institute , 450 Brookline Avenue , Boston , Massachusetts 02215 , United States
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Zhang H, Christensen CL, Dries R, Oser MG, Deng J, Diskin B, Li F, Pan Y, Zhang X, Yin Y, Papadopoulos E, Pyon V, Thakurdin C, Kwiatkowski N, Jani K, Rabin AR, Castro DM, Chen T, Silver H, Huang Q, Bulatovic M, Dowling CM, Sundberg B, Leggett A, Ranieri M, Han H, Li S, Yang A, Labbe KE, Almonte C, Sviderskiy VO, Quinn M, Donaghue J, Wang ES, Zhang T, He Z, Velcheti V, Hammerman PS, Freeman GJ, Bonneau R, Kaelin WG, Sutherland KD, Kersbergen A, Aguirre AJ, Yuan GC, Rothenberg E, Miller G, Gray NS, Wong KK. CDK7 Inhibition Potentiates Genome Instability Triggering Anti-tumor Immunity in Small Cell Lung Cancer. Cancer Cell 2020; 37:37-54.e9. [PMID: 31883968 PMCID: PMC7277075 DOI: 10.1016/j.ccell.2019.11.003] [Citation(s) in RCA: 125] [Impact Index Per Article: 31.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2019] [Revised: 09/23/2019] [Accepted: 11/22/2019] [Indexed: 12/19/2022]
Abstract
Cyclin-dependent kinase 7 (CDK7) is a central regulator of the cell cycle and gene transcription. However, little is known about its impact on genomic instability and cancer immunity. Using a selective CDK7 inhibitor, YKL-5-124, we demonstrated that CDK7 inhibition predominately disrupts cell-cycle progression and induces DNA replication stress and genome instability in small cell lung cancer (SCLC) while simultaneously triggering immune-response signaling. These tumor-intrinsic events provoke a robust immune surveillance program elicited by T cells, which is further enhanced by the addition of immune-checkpoint blockade. Combining YKL-5-124 with anti-PD-1 offers significant survival benefit in multiple highly aggressive murine models of SCLC, providing a rationale for new combination regimens consisting of CDK7 inhibitors and immunotherapies.
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Affiliation(s)
- Hua Zhang
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY 10016, USA.
| | | | - Ruben Dries
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Matthew G Oser
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Jiehui Deng
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY 10016, USA
| | - Brian Diskin
- S. Arthur Localio Laboratory, Department of Surgery, New York University School of Medicine, New York, NY 10016, USA
| | - Fei Li
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY 10016, USA
| | - Yuanwang Pan
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY 10016, USA
| | - Xuzhu Zhang
- Department of Biochemistry and Molecular Pharmacology, New York University School of Medicine, New York, NY 10016, USA
| | - Yandong Yin
- Department of Biochemistry and Molecular Pharmacology, New York University School of Medicine, New York, NY 10016, USA
| | - Eleni Papadopoulos
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY 10016, USA
| | - Val Pyon
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY 10016, USA
| | - Cassandra Thakurdin
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY 10016, USA
| | - Nicholas Kwiatkowski
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Kandarp Jani
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Alexandra R Rabin
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY 10016, USA
| | - Dayanne M Castro
- Departments of Biology and Computer Science, Center for Genomics and Systems Biology, New York University, New York, NY 10010, USA
| | - Ting Chen
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY 10016, USA
| | - Heather Silver
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY 10016, USA
| | - Qingyuan Huang
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY 10016, USA
| | - Mirna Bulatovic
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY 10016, USA
| | - Catríona M Dowling
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY 10016, USA
| | - Belen Sundberg
- S. Arthur Localio Laboratory, Department of Surgery, New York University School of Medicine, New York, NY 10016, USA
| | - Alan Leggett
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Michela Ranieri
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY 10016, USA
| | - Han Han
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY 10016, USA
| | - Shuai Li
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY 10016, USA
| | - Annan Yang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Kristen E Labbe
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY 10016, USA
| | - Christina Almonte
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY 10016, USA
| | - Vladislav O Sviderskiy
- Department of Pathology, New York University School of Medicine, New York, NY 10016, USA
| | - Max Quinn
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY 10016, USA
| | - Jack Donaghue
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY 10016, USA
| | - Eric S Wang
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Tinghu Zhang
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Zhixiang He
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Vamsidhar Velcheti
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY 10016, USA
| | - Peter S Hammerman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Gordon J Freeman
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02215, USA
| | - Richard Bonneau
- Departments of Biology and Computer Science, Center for Genomics and Systems Biology, New York University, New York, NY 10010, USA
| | - William G Kaelin
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02215, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Kate D Sutherland
- Cancer Biology and Stem Cells Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC 3052, Australia; Department of Medical Biology, The University of Melbourne, Parkville, VIC 3052, Australia
| | - Ariena Kersbergen
- Cancer Biology and Stem Cells Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC 3052, Australia
| | - Andrew J Aguirre
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Guo-Cheng Yuan
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Eli Rothenberg
- Department of Biochemistry and Molecular Pharmacology, New York University School of Medicine, New York, NY 10016, USA
| | - George Miller
- S. Arthur Localio Laboratory, Department of Surgery, New York University School of Medicine, New York, NY 10016, USA
| | - Nathanael S Gray
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02215, USA.
| | - Kwok-Kin Wong
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY 10016, USA.
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Yang A, Xuan R, Melbourne W, Tran K, Murrell DF. Validation of the BIOCHIP test for the diagnosis of bullous pemphigoid, pemphigus vulgaris and pemphigus foliaceus. J Eur Acad Dermatol Venereol 2020; 34:153-160. [PMID: 31260565 DOI: 10.1111/jdv.15770] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2019] [Accepted: 05/28/2019] [Indexed: 12/17/2023]
Abstract
BACKGROUND The BIOCHIP is a novel multiplex indirect immunofluorescence technique used in the serological diagnosis of bullous pemphigoid and pemphigus. The BIOCHIP method combines the screening of autoantibodies and target antigen-specific substrates in a single miniature incubation field. OBJECTIVE To evaluate the diagnostic accuracy of the new immunofluorescence BIOCHIP multiplex tool in pemphigus and bullous pemphigoid. METHODS For the validation of the BIOCHIP, sera from patients with BP (n = 38), PF (n = 8) and pemphigus vulgaris (PV) (n = 23) were used. In addition, sera from disease control patients (n = 63) and healthy volunteers (n = 39) were used. The multiplex BIOCHIP and direct immunofluorescence (DIF) were performed for all BP, PF and PV patients. Additional indirect immunofluorescence (IIF) was performed on patients with BP, and ELISA was performed on patients with pemphigus. RESULTS The BIOCHIP mosaic showed a sensitivity of 86.8% and specificity of 85% for BP180 or BP230 being positive in BP. It demonstrated a sensitivity of 75% and specificity of 97.7% for Dsg1 in PF. The BIOCHIP was found to have a sensitivity of 60.9% and specificity of 73.6% for Dsg3 in PV. CONCLUSION The BIOCHIP mosaic-based immunofluorescence test is potentially a simple, time and effort saving test that can aid in the diagnosis and screening of BP, PV and PF. However, there is potential for interpretation bias and a learning curve that needs to be taken into consideration.
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Affiliation(s)
- A Yang
- Department of Dermatology, St George Hospital, Sydney, NSW, Australia
- Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
| | - R Xuan
- Department of Dermatology, St George Hospital, Sydney, NSW, Australia
- Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
| | - W Melbourne
- Department of Dermatology, St George Hospital, Sydney, NSW, Australia
- Department of Pathology, St George Hospital, Sydney, NSW, Australia
| | - K Tran
- Department of Dermatology, St George Hospital, Sydney, NSW, Australia
- Department of Pathology, St George Hospital, Sydney, NSW, Australia
| | - D F Murrell
- Department of Dermatology, St George Hospital, Sydney, NSW, Australia
- Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
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Johnson M, Spira A, Carbone D, Drake C, Henick B, Ingham M, Caldwell K, Chan S, Hart M, Malloy A, Maloney E, Palmer C, Yang A, Zhong M, Basciano P, Bournazou E, Ferguson A, Catenacci D. First Results of Phase I/II Studies Evaluating Viral Vector-Based Heterologous Prime/Boost Immunotherapy Against Predicted HLA Class I Neoantigens Demonstrate CD8 T Cell Responses In Patients with Advanced Cancers. Ann Oncol 2019. [DOI: 10.1093/annonc/mdz451.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Skinner H, Hu C, Tsakiridis T, Santana-Davila R, Lu B, Erasmus J, Doemer A, Videtic G, Coster J, Yang A, Lee R, Wasik MW, Schaner P, Mccormack S, Esparaz B, Mcgarry R, Bazan J, Stuve T, Bradley J. OA12.03 Initial Reporting of NRG-LU001, Randomized Phase II Trial of Concurrent Chemoradiotherapy +/- Metformin HCL in Locally Advanced NSCLC. J Thorac Oncol 2019. [DOI: 10.1016/j.jtho.2019.08.473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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48
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Yang A, Xuan R, Melbourne W, Hashimoto T, Uzun S, Daneshpazhooh M, Yamagami J, Di Zenzo G, Mascaro J, Mahmoudi H, Patsatsi A, Drenovska K, Vassileva S, Murrell D. Inter‐rater reliability of the BIOCHIP indirect immunofluorescence dermatology mosaic in bullous pemphigoid and pemphigus patients. J Eur Acad Dermatol Venereol 2019; 33:2327-2333. [DOI: 10.1111/jdv.15817] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2019] [Accepted: 07/03/2019] [Indexed: 01/10/2023]
Affiliation(s)
- A. Yang
- University of New South Wales Kogarah NSW Australia
- Department of Dermatology St George Hospital Sydney NSW Australia
| | - R.R. Xuan
- University of New South Wales Kogarah NSW Australia
| | - W. Melbourne
- Department of Dermatology St George Hospital Sydney NSW Australia
| | - T. Hashimoto
- Department of Dermatology Osaka City University Graduate School of Medicine Osaka Japan
| | - S. Uzun
- Department of Dermatology Akdeniz University School of Medicine Antalya Turkey
| | - M. Daneshpazhooh
- Autoimmune Bullous Diseases Research Center Tehran University of Medical Sciences Tehran Iran
| | - J. Yamagami
- Department of Dermatology Keio University School of Medicine Tokyo Japan
| | - G. Di Zenzo
- Molecular and Cell Biology laboratory IDI‐IRCCS Rome Italy
| | - J.M. Mascaro
- Hospital Clinic and Barcelona University Medical School Barcelona Spain
| | - H. Mahmoudi
- Autoimmune Bullous Diseases Research Center Tehran University of Medical Sciences Tehran Iran
| | - A. Patsatsi
- 2nd Dermatology Department Aristotle University School of Medicine Thessaloniki Greece
| | - K. Drenovska
- Department of Dermatology and Venereology Sofia University of Medicine Sofia Bulgari
| | - S. Vassileva
- Department of Dermatology and Venereology Sofia University of Medicine Sofia Bulgari
| | - D.F. Murrell
- University of New South Wales Kogarah NSW Australia
- Department of Dermatology St George Hospital Sydney NSW Australia
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To C, Jang J, Chen T, Park E, Mushajiang M, De Clercq DJH, Xu M, Wang S, Cameron MD, Heppner DE, Shin BH, Gero TW, Yang A, Dahlberg SE, Wong KK, Eck MJ, Gray NS, Jänne PA. Single and Dual Targeting of Mutant EGFR with an Allosteric Inhibitor. Cancer Discov 2019; 9:926-943. [PMID: 31092401 DOI: 10.1158/2159-8290.cd-18-0903] [Citation(s) in RCA: 198] [Impact Index Per Article: 39.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2018] [Revised: 03/29/2019] [Accepted: 05/01/2019] [Indexed: 12/14/2022]
Abstract
Allosteric kinase inhibitors offer a potentially complementary therapeutic strategy to ATP-competitive kinase inhibitors due to their distinct sites of target binding. In this study, we identify and study a mutant-selective EGFR allosteric inhibitor, JBJ-04-125-02, which as a single agent can inhibit cell proliferation and EGFRL858R/T790M/C797S signaling in vitro and in vivo. However, increased EGFR dimer formation limits treatment efficacy and leads to drug resistance. Remarkably, osimertinib, an ATP-competitive covalent EGFR inhibitor, uniquely and significantly enhances the binding of JBJ-04-125-02 for mutant EGFR. The combination of osimertinib and JBJ-04-125-02 results in an increase in apoptosis, a more effective inhibition of cellular growth, and an increased efficacy in vitro and in vivo compared with either single agent alone. Collectively, our findings suggest that the combination of a covalent mutant-selective ATP-competitive inhibitor and an allosteric EGFR inhibitor may be an effective therapeutic approach for patients with EGFR-mutant lung cancer. SIGNIFICANCE: The clinical efficacy of EGFR tyrosine kinase inhibitors (TKI) in EGFR-mutant lung cancer is limited by acquired drug resistance, thus highlighting the need for alternative strategies to inhibit EGFR. Here, we identify a mutant EGFR allosteric inhibitor that is effective as a single agent and in combination with the EGFR TKI osimertinib.This article is highlighted in the In This Issue feature, p. 813.
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Affiliation(s)
- Ciric To
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Jaebong Jang
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts
| | - Ting Chen
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Eunyoung Park
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts
| | - Mierzhati Mushajiang
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Dries J H De Clercq
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts
| | - Man Xu
- Belfer Center for Applied Cancer Science, Boston, Massachusetts
| | - Stephen Wang
- Belfer Center for Applied Cancer Science, Boston, Massachusetts
| | - Michael D Cameron
- Department of Molecular Therapeutics, The Scripps Research Institute, Jupiter, Florida
| | - David E Heppner
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts
| | - Bo Hee Shin
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Thomas W Gero
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts
| | - Annan Yang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Suzanne E Dahlberg
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Kwok-Kin Wong
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Medicine, Harvard Medical School, Boston, Massachusetts.,Belfer Center for Applied Cancer Science, Boston, Massachusetts
| | - Michael J Eck
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts. .,Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts
| | - Nathanael S Gray
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts. .,Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts
| | - Pasi A Jänne
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts. .,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Medicine, Harvard Medical School, Boston, Massachusetts.,Belfer Center for Applied Cancer Science, Boston, Massachusetts
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50
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Li S, Shen L, Huang L, Lei S, Cai X, Breitzig M, Zhang B, Yang A, Ji W, Huang M, Zheng Q, Sun H, Wang F. PTBP1 enhances exon11a skipping in Mena pre-mRNA to promote migration and invasion in lung carcinoma cells. Biochim Biophys Acta Gene Regul Mech 2019; 1862:858-869. [PMID: 31075540 DOI: 10.1016/j.bbagrm.2019.04.006] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Revised: 04/16/2019] [Accepted: 04/18/2019] [Indexed: 12/13/2022]
Abstract
Alternative splicing (AS) events occur in the majority of human genes. AS in a single gene can give rise to different functions among multiple isoforms. Human ortholog of mammalian enabled (Mena) is a conserved regulator of actin dynamics that plays an important role in metastasis. Mena has been shown to have multiple splice variants in human tumor cells due to AS. However, the mechanism mediated Mena AS has not been elucidated. Here we showed that polypyrimidine tract-binding protein 1 (PTBP1) could modulate Mena AS. First, PTBP1 levels were elevated in metastatic lung cancer cells as well as during epithelial-mesenchymal transition (EMT) process. Then, knockdown of PTBP1 using shRNA inhibited migration and invasion of lung carcinoma cells and decreased the Mena exon11a skipping, whereas overexpression of PTBP1 had the opposite effects. The results of RNA pull-down assays and mutation analyses demonstrated that PTBP1 functionally targeted and physically interacted with polypyrimidine sequences on both upstream intron11 (TTTTCCCCTT) and downstream intron11a (TTTTTTTTTCTTT). In addition, the results of migration and invasion assays as well as detection of filopodia revealed that the effect of PTBP1 was reversed by knockdown of Mena but not Mena11a+. Overexpressed MenaΔ11a also rescued the PTBP1-induced migration and invasion. Taken together, our study provides a novel mechanism that PTBP1 modulates Mena exon11a skipping, and indicates that PTBP1 depends on the level of Mena11a- to promote lung cancer cells migration and invasion. The regulation of Mena AS may be a potential prognostic marker and a promising target for treatment of lung carcinoma.
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Affiliation(s)
- Shuaiguang Li
- Institute of Genomic Medicine, College of Pharmacy, Jinan University, Guangzhou 510632, China; Guangdong Provincial Key Laboratory of Pharmacodynamics Constituents of TCM and New Drugs Research, Jinan University, Guangzhou 510632, China; International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE), College of pharmacy, Jinan University, Guangzhou 510632, China
| | - Lianghua Shen
- Institute of Genomic Medicine, College of Pharmacy, Jinan University, Guangzhou 510632, China; Guangdong Provincial Key Laboratory of Pharmacodynamics Constituents of TCM and New Drugs Research, Jinan University, Guangzhou 510632, China; International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE), College of pharmacy, Jinan University, Guangzhou 510632, China
| | - Luyuan Huang
- Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, Key Laboratory of Regenerative Biology, South China Institute for Stem Cell Biology and Regenerative Medicine, Guangzhou Institute of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou 510530, China
| | - Sijia Lei
- Institute of Genomic Medicine, College of Pharmacy, Jinan University, Guangzhou 510632, China; Guangdong Provincial Key Laboratory of Pharmacodynamics Constituents of TCM and New Drugs Research, Jinan University, Guangzhou 510632, China; International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE), College of pharmacy, Jinan University, Guangzhou 510632, China
| | - Xingdong Cai
- Department of Respiratory, The First Affiliated Hospital of Jinan University, Guangzhou 510630, China
| | - Mason Breitzig
- Department of Internal Medicine, Morsani College of Medicine, University of South Florida, 12901 Bruce B Downs Blvd, MDC 19, Tampa, FL 33612, USA
| | - Bin Zhang
- Institute of Genomic Medicine, College of Pharmacy, Jinan University, Guangzhou 510632, China; Guangdong Provincial Key Laboratory of Pharmacodynamics Constituents of TCM and New Drugs Research, Jinan University, Guangzhou 510632, China; International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE), College of pharmacy, Jinan University, Guangzhou 510632, China
| | - Annan Yang
- Institute of Genomic Medicine, College of Pharmacy, Jinan University, Guangzhou 510632, China; Guangdong Provincial Key Laboratory of Pharmacodynamics Constituents of TCM and New Drugs Research, Jinan University, Guangzhou 510632, China; International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE), College of pharmacy, Jinan University, Guangzhou 510632, China
| | - Wenzuo Ji
- Institute of Genomic Medicine, College of Pharmacy, Jinan University, Guangzhou 510632, China; Guangdong Provincial Key Laboratory of Pharmacodynamics Constituents of TCM and New Drugs Research, Jinan University, Guangzhou 510632, China; International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE), College of pharmacy, Jinan University, Guangzhou 510632, China
| | - Meiyan Huang
- Institute of Genomic Medicine, College of Pharmacy, Jinan University, Guangzhou 510632, China; Guangdong Provincial Key Laboratory of Pharmacodynamics Constituents of TCM and New Drugs Research, Jinan University, Guangzhou 510632, China; International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE), College of pharmacy, Jinan University, Guangzhou 510632, China
| | - Qing Zheng
- Institute of Genomic Medicine, College of Pharmacy, Jinan University, Guangzhou 510632, China; Guangdong Provincial Key Laboratory of Pharmacodynamics Constituents of TCM and New Drugs Research, Jinan University, Guangzhou 510632, China; International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE), College of pharmacy, Jinan University, Guangzhou 510632, China
| | - Hanxiao Sun
- Institute of Genomic Medicine, College of Pharmacy, Jinan University, Guangzhou 510632, China; Guangdong Provincial Key Laboratory of Pharmacodynamics Constituents of TCM and New Drugs Research, Jinan University, Guangzhou 510632, China; International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE), College of pharmacy, Jinan University, Guangzhou 510632, China
| | - Feng Wang
- Institute of Genomic Medicine, College of Pharmacy, Jinan University, Guangzhou 510632, China; Guangdong Provincial Key Laboratory of Pharmacodynamics Constituents of TCM and New Drugs Research, Jinan University, Guangzhou 510632, China; International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE), College of pharmacy, Jinan University, Guangzhou 510632, China.
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