1
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Cotton JL, Estrada Diez J, Sagar V, Chen J, Piquet M, Alford J, Song Y, Li X, Riester M, DiMare MT, Schumacher K, Boulay G, Sprouffske K, Fan L, Burks T, Mansur L, Wagner J, Bhang HEC, Iartchouk O, Reece-Hoyes J, Morris EJ, Hammerman PS, Ruddy DA, Korn JM, Engelman JA, Niederst MJ. Expressed Barcoding Enables High-Resolution Tracking of the Evolution of Drug Tolerance. Cancer Res 2023; 83:3611-3623. [PMID: 37603596 DOI: 10.1158/0008-5472.can-23-0144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [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: 01/24/2023] [Revised: 05/11/2023] [Accepted: 08/15/2023] [Indexed: 08/23/2023]
Abstract
For a majority of patients with non-small cell lung cancer with EGFR mutations, treatment with EGFR inhibitors (EGFRi) induces a clinical response. Despite this initial reduction in tumor size, residual disease persists that leads to disease relapse. Elucidating the preexisting biological differences between sensitive cells and surviving drug-tolerant persister cells and deciphering how drug-tolerant cells evolve in response to treatment could help identify strategies to improve the efficacy of EGFRi. In this study, we tracked the origins and clonal evolution of drug-tolerant cells at a high resolution by using an expressed barcoding system coupled with single-cell RNA sequencing. This platform enabled longitudinal profiling of gene expression and drug sensitivity in response to EGFRi across a large number of clones. Drug-tolerant cells had higher expression of key survival pathways such as YAP and EMT at baseline and could also differentially adapt their gene expression following EGFRi treatment compared with sensitive cells. In addition, drug combinations targeting common downstream components (MAPK) or orthogonal factors (chemotherapy) showed greater efficacy than EGFRi alone, which is attributable to broader targeting of the heterogeneous EGFRi-tolerance mechanisms present in tumors. Overall, this approach facilitates thorough examination of clonal evolution in response to therapy that could inform the development of improved diagnostic approaches and treatment strategies for targeting drug-tolerant cells. SIGNIFICANCE The evolution and heterogeneity of EGFR inhibitor tolerance are identified in a large number of clones at enhanced cellular and temporal resolution using an expressed barcode technology coupled with single-cell RNA sequencing.
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Affiliation(s)
- Jennifer L Cotton
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Javier Estrada Diez
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Vivek Sagar
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Julie Chen
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Michelle Piquet
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - John Alford
- Chemical Biology & Therapeutics, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Youngchul Song
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Xiaoyan Li
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Markus Riester
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Matthew T DiMare
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Katja Schumacher
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Gaylor Boulay
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Kathleen Sprouffske
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Basel, Switzerland
| | - Lin Fan
- Chemical Biology & Therapeutics, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Tyler Burks
- Chemical Biology & Therapeutics, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Leandra Mansur
- Chemical Biology & Therapeutics, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Joel Wagner
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Hyo-Eun C Bhang
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Oleg Iartchouk
- Chemical Biology & Therapeutics, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - John Reece-Hoyes
- Chemical Biology & Therapeutics, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Erick J Morris
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Peter S Hammerman
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - David A Ruddy
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Joshua M Korn
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Jeffrey A Engelman
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Matthew J Niederst
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
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2
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Isozaki H, Sakhtemani R, Abbasi A, Nikpour N, Stanzione M, Oh S, Langenbucher A, Monroe S, Su W, Cabanos HF, Siddiqui FM, Phan N, Jalili P, Timonina D, Bilton S, Gomez-Caraballo M, Archibald HL, Nangia V, Dionne K, Riley A, Lawlor M, Banwait MK, Cobb RG, Zou L, Dyson NJ, Ott CJ, Benes C, Getz G, Chan CS, Shaw AT, Gainor JF, Lin JJ, Sequist LV, Piotrowska Z, Yeap BY, Engelman JA, Lee JJK, Maruvka YE, Buisson R, Lawrence MS, Hata AN. Therapy-induced APOBEC3A drives evolution of persistent cancer cells. Nature 2023; 620:393-401. [PMID: 37407818 PMCID: PMC10804446 DOI: 10.1038/s41586-023-06303-1] [Citation(s) in RCA: 21] [Impact Index Per Article: 21.0] [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: 09/28/2020] [Accepted: 06/08/2023] [Indexed: 07/07/2023]
Abstract
Acquired drug resistance to anticancer targeted therapies remains an unsolved clinical problem. Although many drivers of acquired drug resistance have been identified1-4, the underlying molecular mechanisms shaping tumour evolution during treatment are incompletely understood. Genomic profiling of patient tumours has implicated apolipoprotein B messenger RNA editing catalytic polypeptide-like (APOBEC) cytidine deaminases in tumour evolution; however, their role during therapy and the development of acquired drug resistance is undefined. Here we report that lung cancer targeted therapies commonly used in the clinic can induce cytidine deaminase APOBEC3A (A3A), leading to sustained mutagenesis in drug-tolerant cancer cells persisting during therapy. Therapy-induced A3A promotes the formation of double-strand DNA breaks, increasing genomic instability in drug-tolerant persisters. Deletion of A3A reduces APOBEC mutations and structural variations in persister cells and delays the development of drug resistance. APOBEC mutational signatures are enriched in tumours from patients with lung cancer who progressed after extended responses to targeted therapies. This study shows that induction of A3A in response to targeted therapies drives evolution of drug-tolerant persister cells, suggesting that suppression of A3A expression or activity may represent a potential therapeutic strategy in the prevention or delay of acquired resistance to lung cancer targeted therapy.
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Affiliation(s)
- Hideko Isozaki
- Massachusetts General Hospital Cancer Center, Boston, MA, USA.
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
| | - Ramin Sakhtemani
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Ammal Abbasi
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Naveed Nikpour
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | | | - Sunwoo Oh
- Department of Biological Chemistry, Center for Epigenetics and Metabolism, Chao Family Comprehensive Cancer Center, School of Medicine, University of California Irvine, Irvine, CA, USA
| | | | - Susanna Monroe
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Wenjia Su
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Heidie Frisco Cabanos
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | | | - Nicole Phan
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Pégah Jalili
- Department of Biological Chemistry, Center for Epigenetics and Metabolism, Chao Family Comprehensive Cancer Center, School of Medicine, University of California Irvine, Irvine, CA, USA
| | - Daria Timonina
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Samantha Bilton
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | | | | | - Varuna Nangia
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Kristin Dionne
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Amanda Riley
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Matthew Lawlor
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | | | - Rosemary G Cobb
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Lee Zou
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC, USA
| | - Nicholas J Dyson
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Christopher J Ott
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Cyril Benes
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Gad Getz
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
- Department of Pathology, Harvard Medical School, Boston, MA, USA
| | - Chang S Chan
- Department of Medicine, Rutgers Robert Wood Johnson Medical School and Center for Systems and Computational Biology, Rutgers Cancer Institute, New Brunswick, NJ, USA
| | - Alice T Shaw
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Justin F Gainor
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Jessica J Lin
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Lecia V Sequist
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Zofia Piotrowska
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Beow Y Yeap
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Jeffrey A Engelman
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Jake June-Koo Lee
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Yosef E Maruvka
- Faculty of Biotechnology and Food Engineering, Lorey Loki Center for Life Science and Engineering, Technion, Haifa, Israel
| | - Rémi Buisson
- Department of Biological Chemistry, Center for Epigenetics and Metabolism, Chao Family Comprehensive Cancer Center, School of Medicine, University of California Irvine, Irvine, CA, USA
- Department of Pharmaceutical Sciences, School of Pharmacy & Pharmaceutical Sciences, University of California Irvine, Irvine, CA, USA
| | - Michael S Lawrence
- Massachusetts General Hospital Cancer Center, Boston, MA, USA.
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
| | - Aaron N Hata
- Massachusetts General Hospital Cancer Center, Boston, MA, USA.
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
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3
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Nair NU, Greninger P, Zhang X, Friedman AA, Amzallag A, Cortez E, Sahu AD, Lee JS, Dastur A, Egan RK, Murchie E, Ceribelli M, Crowther GS, Beck E, McClanaghan J, Klump-Thomas C, Boisvert JL, Damon LJ, Wilson KM, Ho J, Tam A, McKnight C, Michael S, Itkin Z, Garnett MJ, Engelman JA, Haber DA, Thomas CJ, Ruppin E, Benes CH. A landscape of response to drug combinations in non-small cell lung cancer. Nat Commun 2023; 14:3830. [PMID: 37380628 PMCID: PMC10307832 DOI: 10.1038/s41467-023-39528-9] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 06/14/2023] [Indexed: 06/30/2023] Open
Abstract
Combination of anti-cancer drugs is broadly seen as way to overcome the often-limited efficacy of single agents. The design and testing of combinations are however very challenging. Here we present a uniquely large dataset screening over 5000 targeted agent combinations across 81 non-small cell lung cancer cell lines. Our analysis reveals a profound heterogeneity of response across the tumor models. Notably, combinations very rarely result in a strong gain in efficacy over the range of response observable with single agents. Importantly, gain of activity over single agents is more often seen when co-targeting functionally proximal genes, offering a strategy for designing more efficient combinations. Because combinatorial effect is strongly context specific, tumor specificity should be achievable. The resource provided, together with an additional validation screen sheds light on major challenges and opportunities in building efficacious combinations against cancer and provides an opportunity for training computational models for synergy prediction.
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Affiliation(s)
- Nishanth Ulhas Nair
- Cancer Data Science Laboratory, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | | | - Xiaohu Zhang
- Howard Hughes Medical Institute, Bethesda, MD, USA
| | - Adam A Friedman
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Arnaud Amzallag
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Eliane Cortez
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Avinash Das Sahu
- University of New Mexico, Comprehensive Cancer Center, Albuquerque, NM, USA
| | - Joo Sang Lee
- Samsung Medical Center, Sungkyunkwan University School of Medicine, Suwon, 16419, Republic of Korea
| | - Anahita Dastur
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Regina K Egan
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Ellen Murchie
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | | | | | - Erin Beck
- Howard Hughes Medical Institute, Bethesda, MD, USA
| | | | | | | | - Leah J Damon
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Jeffrey Ho
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Angela Tam
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Sam Michael
- Howard Hughes Medical Institute, Bethesda, MD, USA
| | - Zina Itkin
- Howard Hughes Medical Institute, Bethesda, MD, USA
| | - Mathew J Garnett
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Cambridge, CB10 1SA, UK
| | | | - Daniel A Haber
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Howard Hughes Medical Institute, Bethesda, MD, USA
| | - Craig J Thomas
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institute of Health, Rockville, MD, 20850, USA
- Lymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Eytan Ruppin
- Cancer Data Science Laboratory, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
| | - Cyril H Benes
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
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4
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Tiedt R, King FJ, Stamm C, Niederst MJ, Delach S, Zumstein-Mecker S, Meltzer J, Mulford IJ, Labrot E, Engstler BS, Baltschukat S, Kerr G, Golji J, Wyss D, Schnell C, Ainscow E, Engelman JA, Sellers WR, Barretina J, Caponigro G, Porta DG. Integrated CRISPR screening and drug profiling identifies combination opportunities for EGFR, ALK, and BRAF/MEK inhibitors. Cell Rep 2023; 42:112297. [PMID: 36961816 DOI: 10.1016/j.celrep.2023.112297] [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] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 01/11/2022] [Accepted: 03/03/2023] [Indexed: 03/25/2023] Open
Abstract
Anti-tumor efficacy of targeted therapies is variable across patients and cancer types. Even in patients with initial deep response, tumors are typically not eradicated and eventually relapse. To address these challenges, we present a systematic screen for targets that limit the anti-tumor efficacy of EGFR and ALK inhibitors in non-small cell lung cancer and BRAF/MEK inhibitors in colorectal cancer. Our approach includes genome-wide CRISPR screens with or without drugs targeting the oncogenic driver ("anchor therapy"), and large-scale pairwise combination screens of anchor therapies with 351 other drugs. Interestingly, targeting of a small number of genes, including MCL1, BCL2L1, and YAP1, sensitizes multiple cell lines to the respective anchor therapy. Data from drug combination screens with EGF816 and ceritinib indicate that dasatinib and agents disrupting microtubules act synergistically across many cell lines. Finally, we show that a higher-order-combination screen with 26 selected drugs in two resistant EGFR-mutant lung cancer cell lines identified active triplet combinations.
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Affiliation(s)
- Ralph Tiedt
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Basel, Switzerland
| | - Frederick J King
- Novartis Institutes for BioMedical Research, Genomics Institute of the Novartis Research Foundation, La Jolla, CA, USA
| | - Christelle Stamm
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Basel, Switzerland
| | - Matthew J Niederst
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA.
| | - Scott Delach
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | | | - Jodi Meltzer
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - Iain J Mulford
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - Emma Labrot
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | | | - Sabrina Baltschukat
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Basel, Switzerland
| | - Grainne Kerr
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Basel, Switzerland
| | - Javad Golji
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - Daniel Wyss
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Basel, Switzerland
| | - Christian Schnell
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Basel, Switzerland
| | - Edward Ainscow
- Novartis Institutes for BioMedical Research, Genomics Institute of the Novartis Research Foundation, La Jolla, CA, USA
| | - Jeffrey A Engelman
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - William R Sellers
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - Jordi Barretina
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - Giordano Caponigro
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - Diana Graus Porta
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Basel, Switzerland
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5
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Bonazzi S, d'Hennezel E, Beckwith REJ, Xu L, Fazal A, Magracheva A, Ramesh R, Cernijenko A, Antonakos B, Bhang HEC, Caro RG, Cobb JS, Ornelas E, Ma X, Wartchow CA, Clifton MC, Forseth RR, Fortnam BH, Lu H, Csibi A, Tullai J, Carbonneau S, Thomsen NM, Larrow J, Chie-Leon B, Hainzl D, Gu Y, Lu D, Meyer MJ, Alexander D, Kinyamu-Akunda J, Sabatos-Peyton CA, Dales NA, Zécri FJ, Jain RK, Shulok J, Wang YK, Briner K, Porter JA, Tallarico JA, Engelman JA, Dranoff G, Bradner JE, Visser M, Solomon JM. Discovery and characterization of a selective IKZF2 glue degrader for cancer immunotherapy. Cell Chem Biol 2023; 30:235-247.e12. [PMID: 36863346 DOI: 10.1016/j.chembiol.2023.02.005] [Citation(s) in RCA: 22] [Impact Index Per Article: 22.0] [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: 06/11/2022] [Revised: 12/15/2022] [Accepted: 02/09/2023] [Indexed: 03/04/2023]
Abstract
Malignant tumors can evade destruction by the immune system by attracting immune-suppressive regulatory T cells (Treg) cells. The IKZF2 (Helios) transcription factor plays a crucial role in maintaining function and stability of Treg cells, and IKZF2 deficiency reduces tumor growth in mice. Here we report the discovery of NVP-DKY709, a selective molecular glue degrader of IKZF2 that spares IKZF1/3. We describe the recruitment-guided medicinal chemistry campaign leading to NVP-DKY709 that redirected the degradation selectivity of cereblon (CRBN) binders from IKZF1 toward IKZF2. Selectivity of NVP-DKY709 for IKZF2 was rationalized by analyzing the DDB1:CRBN:NVP-DKY709:IKZF2(ZF2 or ZF2-3) ternary complex X-ray structures. Exposure to NVP-DKY709 reduced the suppressive activity of human Treg cells and rescued cytokine production in exhausted T-effector cells. In vivo, treatment with NVP-DKY709 delayed tumor growth in mice with a humanized immune system and enhanced immunization responses in cynomolgus monkeys. NVP-DKY709 is being investigated in the clinic as an immune-enhancing agent for cancer immunotherapy.
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Affiliation(s)
- Simone Bonazzi
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA.
| | - Eva d'Hennezel
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA.
| | | | - Lei Xu
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Aleem Fazal
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Anna Magracheva
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Radha Ramesh
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | | | | | - Hyo-Eun C Bhang
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | | | - Jennifer S Cobb
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | | | - Xiaolei Ma
- Novartis Institutes for Biomedical Research, Emeryville, CA, USA
| | | | | | - Ry R Forseth
- Novartis Institutes for Biomedical Research, East Hanover, NJ, USA
| | | | - Hongbo Lu
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Alfredo Csibi
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Jennifer Tullai
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Seth Carbonneau
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Noel M Thomsen
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Jay Larrow
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | | | - Dominik Hainzl
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Yi Gu
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Darlene Lu
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Matthew J Meyer
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Dylan Alexander
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | | | | | - Natalie A Dales
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | | | - Rishi K Jain
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Janine Shulok
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Y Karen Wang
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Karin Briner
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | | | | | | | - Glenn Dranoff
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - James E Bradner
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Michael Visser
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
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6
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Garofalo M, Romano G, Di Leva G, Nuovo G, Jeon YJ, Ngankeu A, Sun J, Lovat F, Alder H, Condorelli G, Engelman JA, Ono M, Rho JK, Cascione L, Volinia S, Nephew KP, Croce CM. Retraction Note: EGFR and MET receptor tyrosine kinase-altered microRNA expression induces tumorigenesis and gefitinib resistance in lung cancers. Nat Med 2022; 28:2436. [PMID: 36195688 PMCID: PMC9675728 DOI: 10.1038/s41591-022-02044-2] [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: 01/14/2023]
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7
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Hu H, Piotrowska Z, Hare PJ, Chen H, Mulvey HE, Mayfield A, Noeen S, Kattermann K, Greenberg M, Williams A, Riley AK, Wilson JJ, Mao YQ, Huang RP, Banwait MK, Ho J, Crowther GS, Hariri LP, Heist RS, Kodack DP, Pinello L, Shaw AT, Mino-Kenudson M, Hata AN, Sequist LV, Benes CH, Niederst MJ, Engelman JA. Three subtypes of lung cancer fibroblasts define distinct therapeutic paradigms. Cancer Cell 2021; 39:1531-1547.e10. [PMID: 34624218 PMCID: PMC8578451 DOI: 10.1016/j.ccell.2021.09.003] [Citation(s) in RCA: 103] [Impact Index Per Article: 34.3] [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: 01/06/2021] [Revised: 04/27/2021] [Accepted: 09/03/2021] [Indexed: 12/20/2022]
Abstract
Cancer-associated fibroblasts (CAFs) are highly heterogeneous. With the lack of a comprehensive understanding of CAFs' functional distinctions, it remains unclear how cancer treatments could be personalized based on CAFs in a patient's tumor. We have established a living biobank of CAFs derived from biopsies of patients' non-small lung cancer (NSCLC) that encompasses a broad molecular spectrum of CAFs in clinical NSCLC. By functionally interrogating CAF heterogeneity using the same therapeutics received by patients, we identify three functional subtypes: (1) robustly protective of cancers and highly expressing HGF and FGF7; (2) moderately protective of cancers and highly expressing FGF7; and (3) those providing minimal protection. These functional differences among CAFs are governed by their intrinsic TGF-β signaling, which suppresses HGF and FGF7 expression. This CAF functional classification correlates with patients' clinical response to targeted therapies and also associates with the tumor immune microenvironment, therefore providing an avenue to guide personalized treatment.
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Affiliation(s)
- Haichuan Hu
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, MA 02114, USA.
| | - Zofia Piotrowska
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Patricia J Hare
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Huidong Chen
- Massachusetts General Hospital and Department of Pathology, Harvard Medical School, Boston, MA 02114, USA; Molecular Pathology Unit, Massachusetts General Hospital Research Institute, Charlestown, MA 02129, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Hillary E Mulvey
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Aislinn Mayfield
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Sundus Noeen
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Krystina Kattermann
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Max Greenberg
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - August Williams
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Amanda K Riley
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | | | - Ying-Qing Mao
- RayBiotech Inc, Norcross, GA 30092, USA; RayBiotech Inc, Guangzhou, Guangdong 510630, China
| | - Ruo-Pan Huang
- RayBiotech Inc, Norcross, GA 30092, USA; RayBiotech Inc, Guangzhou, Guangdong 510630, China; Affiliated Cancer Hospital & Institute of Guangzhou Medical University, Guangzhou, Guangdong 510095, China
| | - Mandeep K Banwait
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Jeffrey Ho
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Giovanna S Crowther
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Lida P Hariri
- Massachusetts General Hospital and Department of Pathology, Harvard Medical School, Boston, MA 02114, USA
| | - Rebecca S Heist
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - David P Kodack
- Novartis Institutes for BioMedical Research, Cambridge, MA 02139, USA
| | - Luca Pinello
- Massachusetts General Hospital and Department of Pathology, Harvard Medical School, Boston, MA 02114, USA; Molecular Pathology Unit, Massachusetts General Hospital Research Institute, Charlestown, MA 02129, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Alice T Shaw
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Mari Mino-Kenudson
- Massachusetts General Hospital and Department of Pathology, Harvard Medical School, Boston, MA 02114, USA
| | - Aaron N Hata
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Lecia V Sequist
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Cyril H Benes
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, MA 02114, USA.
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8
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Abstract
Phosphoinositide-3- kinase (PI3K) signaling regulates cellular proliferation, survival and metabolism, and its aberrant activation is one of the most frequent oncogenic events across human cancers. In the last few decades, research focused on the development of PI3K inhibitors, from preclinical tool compounds to the highly specific medicines approved to treat patients with cancer. Herein we discuss current paradigms for PI3K inhibitors in cancer therapy, focusing on clinical data and mechanisms of action. We also discuss current limitations in the use of PI3K inhibitors including toxicities and mechanisms of resistance, with specific emphasis on approaches aimed to improve their efficacy.
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Affiliation(s)
- Pau Castel
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Eneda Toska
- Department of Oncology, Sidney Kimmel Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Biochemistry and Molecular Biology, Johns Hopkins School of Public Health, Baltimore, MD, USA
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9
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Pereira B, Chen CT, Goyal L, Walmsley C, Pinto CJ, Baiev I, Allen R, Henderson L, Saha S, Reyes S, Taylor MS, Fitzgerald DM, Broudo MW, Sahu A, Gao X, Winckler W, Brannon AR, Engelman JA, Leary R, Stone JR, Campbell CD, Juric D. Cell-free DNA captures tumor heterogeneity and driver alterations in rapid autopsies with pre-treated metastatic cancer. Nat Commun 2021; 12:3199. [PMID: 34045463 PMCID: PMC8160338 DOI: 10.1038/s41467-021-23394-4] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [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: 02/25/2020] [Accepted: 04/23/2021] [Indexed: 02/04/2023] Open
Abstract
In patients with metastatic cancer, spatial heterogeneity of somatic alterations may lead to incomplete assessment of a cancer's mutational profile when analyzing a single tumor biopsy. In this study, we perform sequencing of cell-free DNA (cfDNA) and distinct metastatic tissue samples from ten rapid autopsy cases with pre-treated metastatic cancer. We show that levels of heterogeneity in genetic biomarkers vary between patients but that gene expression signatures representative of the tumor microenvironment are more consistent. Across nine patients with plasma samples available, we are able to detect 62/62 truncal and 47/121 non-truncal point mutations in cfDNA. We observe that mutation clonality in cfDNA is correlated with the number of metastatic lesions in which the mutation is detected and use this result to derive a clonality threshold to classify truncal and non-truncal driver alterations with reasonable specificity. In contrast, mutation truncality is more often incorrectly assigned when studying single tissue samples. Our results demonstrate the utility of a single cfDNA sample relative to that of single tissue samples when treating patients with metastatic cancer.
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Affiliation(s)
- Bernard Pereira
- grid.418424.f0000 0004 0439 2056Novartis Institutes for Biomedical Research, Cambridge, MA USA
| | - Christopher T. Chen
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Lipika Goyal
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Charlotte Walmsley
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Christopher J. Pinto
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Islam Baiev
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Read Allen
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Laura Henderson
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Supriya Saha
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Stephanie Reyes
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Martin S. Taylor
- grid.32224.350000 0004 0386 9924Department of Pathology, Massachusetts General Hospital, Boston, MA USA
| | - Donna M. Fitzgerald
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Maida Williams Broudo
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Avinash Sahu
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Xin Gao
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Wendy Winckler
- grid.418424.f0000 0004 0439 2056Novartis Institutes for Biomedical Research, Cambridge, MA USA
| | - A. Rose Brannon
- grid.418424.f0000 0004 0439 2056Novartis Institutes for Biomedical Research, Cambridge, MA USA
| | - Jeffrey A. Engelman
- grid.418424.f0000 0004 0439 2056Novartis Institutes for Biomedical Research, Cambridge, MA USA
| | - Rebecca Leary
- grid.418424.f0000 0004 0439 2056Novartis Institutes for Biomedical Research, Cambridge, MA USA
| | - James R. Stone
- grid.32224.350000 0004 0386 9924Department of Pathology, Massachusetts General Hospital, Boston, MA USA
| | - Catarina D. Campbell
- grid.418424.f0000 0004 0439 2056Novartis Institutes for Biomedical Research, Cambridge, MA USA
| | - Dejan Juric
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
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10
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Wang Y, Mohseni M, Grauel A, Diez JE, Guan W, Liang S, Choi JE, Pu M, Chen D, Laszewski T, Schwartz S, Gu J, Mansur L, Burks T, Brodeur L, Velazquez R, Kovats S, Pant B, Buruzula G, Deng E, Chen JT, Sari-Sarraf F, Dornelas C, Varadarajan M, Yu H, Liu C, Lim J, Hao HX, Jiang X, Malamas A, LaMarche MJ, Geyer FC, McLaughlin M, Costa C, Wagner J, Ruddy D, Jayaraman P, Kirkpatrick ND, Zhang P, Iartchouk O, Aardalen K, Cremasco V, Dranoff G, Engelman JA, Silver S, Wang H, Hastings WD, Goldoni S. SHP2 blockade enhances anti-tumor immunity via tumor cell intrinsic and extrinsic mechanisms. Sci Rep 2021; 11:1399. [PMID: 33446805 PMCID: PMC7809281 DOI: 10.1038/s41598-021-80999-x] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 12/23/2020] [Indexed: 02/07/2023] Open
Abstract
SHP2 is a ubiquitous tyrosine phosphatase involved in regulating both tumor and immune cell signaling. In this study, we discovered a novel immune modulatory function of SHP2. Targeting this protein with allosteric SHP2 inhibitors promoted anti-tumor immunity, including enhancing T cell cytotoxic function and immune-mediated tumor regression. Knockout of SHP2 using CRISPR/Cas9 gene editing showed that targeting SHP2 in cancer cells contributes to this immune response. Inhibition of SHP2 activity augmented tumor intrinsic IFNγ signaling resulting in enhanced chemoattractant cytokine release and cytotoxic T cell recruitment, as well as increased expression of MHC Class I and PD-L1 on the cancer cell surface. Furthermore, SHP2 inhibition diminished the differentiation and inhibitory function of immune suppressive myeloid cells in the tumor microenvironment. SHP2 inhibition enhanced responses to anti-PD-1 blockade in syngeneic mouse models. Overall, our study reveals novel functions of SHP2 in tumor immunity and proposes that targeting SHP2 is a promising strategy for cancer immunotherapy.
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Affiliation(s)
- Ye Wang
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Morvarid Mohseni
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Angelo Grauel
- Exploratory Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Javier Estrada Diez
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Wei Guan
- Exploratory Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Simon Liang
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Jiyoung Elizabeth Choi
- Exploratory Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Minying Pu
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Dongshu Chen
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Tyler Laszewski
- Exploratory Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Stephanie Schwartz
- Exploratory Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Jane Gu
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Leandra Mansur
- Chemical Biology & Therapeutics, Novartis Institutes for BioMedical Research, Cambridge, USA
| | - Tyler Burks
- Chemical Biology & Therapeutics, Novartis Institutes for BioMedical Research, Cambridge, USA
| | - Lauren Brodeur
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Roberto Velazquez
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Steve Kovats
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Bhavesh Pant
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Giri Buruzula
- Exploratory Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Emily Deng
- Exploratory Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Julie T Chen
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Farid Sari-Sarraf
- Analytical Sciences & Imaging, Novartis Institutes for BioMedical Research, Cambridge, USA
| | - Christina Dornelas
- Analytical Sciences & Imaging, Novartis Institutes for BioMedical Research, Cambridge, USA
| | - Malini Varadarajan
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Haiyan Yu
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Chen Liu
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Joanne Lim
- Exploratory Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Huai-Xiang Hao
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Xiaomo Jiang
- Exploratory Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Anthony Malamas
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Matthew J LaMarche
- Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Cambridge, USA
| | - Felipe Correa Geyer
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Margaret McLaughlin
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Carlotta Costa
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Basel, Switzerland
| | - Joel Wagner
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - David Ruddy
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Pushpa Jayaraman
- Exploratory Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | | | - Pu Zhang
- Exploratory Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Oleg Iartchouk
- Chemical Biology & Therapeutics, Novartis Institutes for BioMedical Research, Cambridge, USA
| | - Kimberly Aardalen
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Viviana Cremasco
- Exploratory Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Glenn Dranoff
- Exploratory Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Jeffrey A Engelman
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Serena Silver
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Hongyun Wang
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - William D Hastings
- Exploratory Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA.
| | - Silvia Goldoni
- Oncology Disease Area, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA, 02139, USA.
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11
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Monaco KA, Delach S, Yuan J, Mishina Y, Fordjour P, Labrot E, McKay D, Guo R, Higgins S, Wang HQ, Liang J, Bui K, Green J, Aspesi P, Ambrose J, Mapa F, Griner L, Jaskelioff M, Fuller J, Crawford K, Pardee G, Widger S, Hammerman PS, Engelman JA, Stuart DD, Cooke VG, Caponigro G. LXH254, a Potent and Selective ARAF-Sparing Inhibitor of BRAF and CRAF for the Treatment of MAPK-Driven Tumors. Clin Cancer Res 2020; 27:2061-2073. [DOI: 10.1158/1078-0432.ccr-20-2563] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 10/02/2020] [Accepted: 12/16/2020] [Indexed: 11/16/2022]
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12
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Grauel AL, Nguyen B, Ruddy D, Laszewski T, Schwartz S, Chang J, Chen J, Piquet M, Pelletier M, Yan Z, Kirkpatrick ND, Wu J, deWeck A, Riester M, Hims M, Geyer FC, Wagner J, MacIsaac K, Deeds J, Diwanji R, Jayaraman P, Yu Y, Simmons Q, Weng S, Raza A, Minie B, Dostalek M, Chikkegowda P, Ruda V, Iartchouk O, Chen N, Thierry R, Zhou J, Pruteanu-Malinici I, Fabre C, Engelman JA, Dranoff G, Cremasco V. TGFβ-blockade uncovers stromal plasticity in tumors by revealing the existence of a subset of interferon-licensed fibroblasts. Nat Commun 2020; 11:6315. [PMID: 33298926 PMCID: PMC7725805 DOI: 10.1038/s41467-020-19920-5] [Citation(s) in RCA: 94] [Impact Index Per Article: 23.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Accepted: 11/05/2020] [Indexed: 02/08/2023] Open
Abstract
Despite the increasing interest in targeting stromal elements of the tumor microenvironment, we still face tremendous challenges in developing adequate therapeutics to modify the tumor stromal landscape. A major obstacle to this is our poor understanding of the phenotypic and functional heterogeneity of stromal cells in tumors. Herein, we perform an unbiased interrogation of tumor mesenchymal cells, delineating the co-existence of distinct subsets of cancer-associated fibroblasts (CAFs) in the microenvironment of murine carcinomas, each endowed with unique phenotypic features and functions. Furthermore, our study shows that neutralization of TGFβ in vivo leads to remodeling of CAF dynamics, greatly reducing the frequency and activity of the myofibroblast subset, while promoting the formation of a fibroblast population characterized by strong response to interferon and heightened immunomodulatory properties. These changes correlate with the development of productive anti-tumor immunity and greater efficacy of PD1 immunotherapy. Along with providing the scientific rationale for the evaluation of TGFβ and PD1 co-blockade in the clinical setting, this study also supports the concept of plasticity of the stromal cell landscape in tumors, laying the foundation for future investigations aimed at defining pathways and molecules to program CAF composition for cancer therapy.
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Affiliation(s)
- Angelo L Grauel
- Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Beverly Nguyen
- Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - David Ruddy
- Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Tyler Laszewski
- Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Stephanie Schwartz
- Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Jonathan Chang
- Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Julie Chen
- Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Michelle Piquet
- Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Marc Pelletier
- Oncology Translational Research, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Zheng Yan
- Oncology Translational Research, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Nathaniel D Kirkpatrick
- Biotherapeutic and Analytical Technologies, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Jincheng Wu
- Oncology Data Science, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Antoine deWeck
- Oncology Data Science, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Markus Riester
- Oncology Data Science, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Matt Hims
- Oncology Translational Research, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Felipe Correa Geyer
- Oncology Translational Research, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Joel Wagner
- Oncology Data Science, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Kenzie MacIsaac
- Oncology Data Science, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - James Deeds
- Oncology Translational Research, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Rohan Diwanji
- Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Pushpa Jayaraman
- Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Yenyen Yu
- Oncology Translational Research, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Quincey Simmons
- Oncology Data Science, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Shaobu Weng
- Oncology Translational Research, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Alina Raza
- Oncology Translational Research, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Brian Minie
- Oncology Data Science, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Mirek Dostalek
- PKS Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Pavitra Chikkegowda
- Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Vera Ruda
- Chemical Biology and Therapeutics, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Oleg Iartchouk
- Chemical Biology and Therapeutics, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Naiyan Chen
- Oncology Data Science, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Raphael Thierry
- Biotherapeutic and Analytical Technologies, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Joseph Zhou
- Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Iulian Pruteanu-Malinici
- Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Claire Fabre
- Translational Clinical Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Jeffrey A Engelman
- Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Glenn Dranoff
- Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA
| | - Viviana Cremasco
- Immuno-Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Ave, Cambridge, MA, 02139, USA.
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13
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Cotton JL, Radhakrishna VK, Diez JE, Ruddy DA, Sprouffske K, Boulay G, Piquet M, Wagner J, Song Y, Li X, Schumacher K, Korn J, Morris EJ, Hammerman PS, Engelman JA, Niederst MJ. Abstract PO-100: Expressed molecular barcoding coupled with single cell RNAseq enables a high resolution investigation into the evolution of drug tolerance. Cancer Res 2020. [DOI: 10.1158/1538-7445.tumhet2020-po-100] [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
EGFR targeted kinase inhibitors (TKIs) are the standard of care in non-small cell lung cancer (NSCLC) patients with activating mutations in the epidermal growth factor receptor (EGFR). Patients initially respond well to EGFR inhibitors, although the majority only achieve a partial response and a subset of drug-tolerant persister cells remain at minimal residual disease (MRD). These drug-tolerant persister cells represent a cell reservoir from which de novo genetic mutations, such as EGFRT790M or MET amplification, can arise to render the tumor fully drug-resistant. Previous studies suggest that drug-tolerant cells rely on an altered chromatin state to survive EGFR-inhibition. However, it is still unclear whether the drug-tolerant cell population emerges through selection for cells that pre-existed in that state or through and adaptation in response to drug. It is also unknown if drug-tolerant persister cells rely on a single survival mechanism that could be exploited to more effectively target this population or if multiple independent mechanisms are being utilized and need to be targeted to fully suppress drug tolerance. Despite the urgent clinical need to answer these questions, we have lacked the techniques capable of the dynamic resolution necessary to investigate the emergence of drug tolerance throughout the course of treatment within individual cell lineages. Here we present a strategy to investigate the clonal evolution of drug tolerance in EGFRmut NSCLC using an expressed molecular barcoding library coupled with single cell RNAseq (scRNAseq). We found that the cell lineages that are destined to become drug-tolerant are pre-defined, although the epigenetic drug-tolerant state does not pre-exist. We observed multiple distinct heterogeneous classes of drug-tolerant cells with unique gene expression signatures as well as distinct trajectories in response to EGFRi. We observed evidence of putative mechanisms of drug tolerance, such as EMT and adaptive MAPK signaling, in parallel trajectory classes across cell lines. Finally, we compared EGFRi/TKI drug combinations versus EGFRi/chemotherapy combinations to investigate which therapeutic approach was more efficacious in targeting multiple trajectory classes of drug tolerant cells. Taken together, our work presents a new technology that enables a comprehensive interrogation of drug response over time and provides greater insight into how drug-tolerant cells evolve over the course of drug treatment, which ultimately can help inform combination treatment strategies for patients in the clinic.
Citation Format: Jennifer L. Cotton, Viveksagar Krisnamurthy Radhakrishna, Javier Estrada Diez, David A. Ruddy, Kathleen Sprouffske, Gaylor Boulay, Michelle Piquet, Joel Wagner, Youngchul Song, Xiaoyan Li, Katja Schumacher, Joshua Korn, Erick J. Morris, Peter S. Hammerman, Jeffrey A. Engelman, Matthew J. Niederst. Expressed molecular barcoding coupled with single cell RNAseq enables a high resolution investigation into the evolution of drug tolerance [abstract]. In: Proceedings of the AACR Virtual Special Conference on Tumor Heterogeneity: From Single Cells to Clinical Impact; 2020 Sep 17-18. Philadelphia (PA): AACR; Cancer Res 2020;80(21 Suppl):Abstract nr PO-100.
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Affiliation(s)
| | | | | | - David A. Ruddy
- Novartis Institutes for BioMedical Research, Cambridge, MA
| | | | - Gaylor Boulay
- Novartis Institutes for BioMedical Research, Cambridge, MA
| | | | - Joel Wagner
- Novartis Institutes for BioMedical Research, Cambridge, MA
| | - Youngchul Song
- Novartis Institutes for BioMedical Research, Cambridge, MA
| | - Xiaoyan Li
- Novartis Institutes for BioMedical Research, Cambridge, MA
| | | | - Joshua Korn
- Novartis Institutes for BioMedical Research, Cambridge, MA
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14
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Liu C, Lu H, Wang H, Loo A, Zhang X, Yang G, Kowal C, Delach S, Wang Y, Goldoni S, Hastings WD, Wong K, Gao H, Meyer MJ, Moody SE, LaMarche MJ, Engelman JA, Williams JA, Hammerman PS, Abrams TJ, Mohseni M, Caponigro G, Hao HX. Combinations with Allosteric SHP2 Inhibitor TNO155 to Block Receptor Tyrosine Kinase Signaling. Clin Cancer Res 2020; 27:342-354. [PMID: 33046519 DOI: 10.1158/1078-0432.ccr-20-2718] [Citation(s) in RCA: 75] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2020] [Revised: 08/27/2020] [Accepted: 10/06/2020] [Indexed: 12/16/2022]
Abstract
PURPOSE SHP2 inhibitors offer an appealing and novel approach to inhibit receptor tyrosine kinase (RTK) signaling, which is the oncogenic driver in many tumors or is frequently feedback activated in response to targeted therapies including RTK inhibitors and MAPK inhibitors. We seek to evaluate the efficacy and synergistic mechanisms of combinations with a novel SHP2 inhibitor, TNO155, to inform their clinical development. EXPERIMENTAL DESIGN The combinations of TNO155 with EGFR inhibitors (EGFRi), BRAFi, KRASG12Ci, CDK4/6i, and anti-programmed cell death-1 (PD-1) antibody were tested in appropriate cancer models in vitro and in vivo, and their effects on downstream signaling were examined. RESULTS In EGFR-mutant lung cancer models, combination benefit of TNO155 and the EGFRi nazartinib was observed, coincident with sustained ERK inhibition. In BRAFV600E colorectal cancer models, TNO155 synergized with BRAF plus MEK inhibitors by blocking ERK feedback activation by different RTKs. In KRASG12C cancer cells, TNO155 effectively blocked the feedback activation of wild-type KRAS or other RAS isoforms induced by KRASG12Ci and greatly enhanced efficacy. In addition, TNO155 and the CDK4/6 inhibitor ribociclib showed combination benefit in a large panel of lung and colorectal cancer patient-derived xenografts, including those with KRAS mutations. Finally, TNO155 effectively inhibited RAS activation by colony-stimulating factor 1 receptor, which is critical for the maturation of immunosuppressive tumor-associated macrophages, and showed combination activity with anti-PD-1 antibody. CONCLUSIONS Our findings suggest TNO155 is an effective agent for blocking both tumor-promoting and immune-suppressive RTK signaling in RTK- and MAPK-driven cancers and their tumor microenvironment. Our data provide the rationale for evaluating these combinations clinically.
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Affiliation(s)
- Chen Liu
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Hengyu Lu
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Hongyun Wang
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Alice Loo
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Xiamei Zhang
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Guizhi Yang
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Colleen Kowal
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Scott Delach
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Ye Wang
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Silvia Goldoni
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - William D Hastings
- Exploratory Immuno-Oncology, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Karrie Wong
- Exploratory Immuno-Oncology, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Hui Gao
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Matthew J Meyer
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Susan E Moody
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Matthew J LaMarche
- Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Jeffrey A Engelman
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Juliet A Williams
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Peter S Hammerman
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Tinya J Abrams
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Morvarid Mohseni
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts
| | - Giordano Caponigro
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts.
| | - Huai-Xiang Hao
- Oncology Disease Area, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts.
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15
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Costa C, Wang Y, Ly A, Hosono Y, Murchie E, Walmsley CS, Huynh T, Healy C, Peterson R, Yanase S, Jakubik CT, Henderson LE, Damon LJ, Timonina D, Sanidas I, Pinto CJ, Mino-Kenudson M, Stone J, Dyson NJ, Ellisen LW, Bardia A, Ebi H, Benes CH, Engelman JA, Juric D. Abstract 1903: PTEN loss mediates clinical cross-resistance to CDK4/6 and PI3Ká inhibitors in breast cancer. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-1903] [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: 11/16/2022]
Abstract
Abstract
The combination of CDK4/6 inhibitors with anti-estrogen therapies significantly improves clinical outcomes in ER-positive advanced breast cancer. To identify mechanisms of acquired resistance, we analyzed serial biopsies and rapid autopsies from patients treated with the combination of the CDK4/6 inhibitor ribociclib with letrozole. This study revealed that some resistant tumors acquired RB loss, whereas other tumors lost PTEN expression at the time of progression. In breast cancer cells ablation of PTEN, through increased AKT activation, was sufficient to promote resistance to CDK4/6 inhibition in vitro and in vivo. Mechanistically, PTEN loss resulted in exclusion of p27 from the nucleus, leading to increased activation of both CDK4 and CDK2. Since PTEN loss also causes resistance to PI3Kα-inhibitors, currently approved in the post-CDK4/6 setting, these findings provide critical insight into how this single genetic event may cause clinical cross-resistance to multiple targeted therapies in the same patient, with implications for optimal treatment sequencing strategies.
Citation Format: Carlotta Costa, Ye Wang, Amy Ly, Yasuyuki Hosono, Ellen Murchie, Charlotte S. Walmsley, Tiffany Huynh, Christopher Healy, Rachel Peterson, Shogo Yanase, Charles T. Jakubik, Laura E. Henderson, Leah J. Damon, Daria Timonina, Ioannis Sanidas, Christopher J. Pinto, Mari Mino-Kenudson, James Stone, Nicholas J. Dyson, Leif W. Ellisen, Aditya Bardia, Hiromichi Ebi, Cyril H. Benes, Jeffrey A. Engelman, Dejan Juric. PTEN loss mediates clinical cross-resistance to CDK4/6 and PI3Ká inhibitors in breast cancer [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 1903.
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Affiliation(s)
- Carlotta Costa
- 1Novartis Institutes for Biomedical Research, Basel, Switzerland
| | - Ye Wang
- 2Novartis Institutes for Biomedical Research, Cambridge, MA
| | - Amy Ly
- 3Massachusetts General Hospital, Boston, MA
| | | | | | | | | | | | | | - Shogo Yanase
- 4Aichi Cancer Center Research Institute, Nagoya, Japan
| | | | | | | | | | | | | | | | | | | | | | | | - Hiromichi Ebi
- 4Aichi Cancer Center Research Institute, Nagoya, Japan
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16
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Palmer AC, Plana D, Gao H, Korn JM, Yang G, Green J, Zhang X, Velazquez R, McLaughlin ME, Ruddy DA, Kowal C, Muszynski J, Bullock C, Rivera S, Rakiec DP, Elliott G, Fordjour P, Meyer R, Loo A, Kurth E, Engelman JA, Bitter H, Sellers WR, Williams JA, Sorger PK. A Proof of Concept for Biomarker-Guided Targeted Therapy against Ovarian Cancer Based on Patient-Derived Tumor Xenografts. Cancer Res 2020; 80:4278-4287. [PMID: 32747364 DOI: 10.1158/0008-5472.can-19-3850] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Revised: 04/29/2020] [Accepted: 07/29/2020] [Indexed: 12/26/2022]
Abstract
Advanced ovarian cancers are a leading cause of cancer-related death in women and are currently treated with surgery and chemotherapy. This standard of care is often temporarily successful but exhibits a high rate of relapse, after which, treatment options are few. Here we investigate whether biomarker-guided use of multiple targeted therapies, including small molecules and antibody-drug conjugates, is a viable alternative. A panel of patient-derived ovarian cancer xenografts (PDX), similar in genetics and chemotherapy responsiveness to human tumors, was exposed to 21 monotherapies and combination therapies. Three monotherapies and one combination were found to be active in different subsets of PDX. Analysis of gene expression data identified biomarkers associated with responsiveness to each of the three targeted therapies, none of which directly inhibits an oncogenic driver. While no single treatment had as high a response rate as chemotherapy, nearly 90% of PDXs were eligible for and responded to at least one biomarker-guided treatment, including tumors resistant to standard chemotherapy. The distribution of biomarker positivity in The Cancer Genome Atlas data suggests the potential for a similar precision approach in human patients. SIGNIFICANCE: This study exploits a panel of patient-derived xenografts to demonstrate that most ovarian tumors can be matched to effective biomarker-guided treatments.
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Affiliation(s)
- Adam C Palmer
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, Massachusetts.,Department of Pharmacology, Computational Medicine Program, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Deborah Plana
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, Massachusetts.,Department of Systems Biology, Harvard Medical School, Boston, Massachusetts.,Harvard-MIT Division of Health Sciences and Technology, Harvard Medical School and MIT, Cambridge, Massachusetts
| | - Hui Gao
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Joshua M Korn
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Guizhi Yang
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - John Green
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Xiamei Zhang
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Roberto Velazquez
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Margaret E McLaughlin
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - David A Ruddy
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Colleen Kowal
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Julie Muszynski
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Caroline Bullock
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Stacy Rivera
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Daniel P Rakiec
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - GiNell Elliott
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Paul Fordjour
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Ronald Meyer
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Alice Loo
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Esther Kurth
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Jeffrey A Engelman
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Hans Bitter
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - William R Sellers
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Juliet A Williams
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts.
| | - Peter K Sorger
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, Massachusetts. .,Department of Systems Biology, Harvard Medical School, Boston, Massachusetts
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17
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Marcar L, Bardhan K, Gheorghiu L, Dinkelborg P, Pfäffle H, Liu Q, Wang M, Piotrowska Z, Sequist LV, Borgmann K, Settleman JE, Engelman JA, Hata AN, Willers H. Acquired Resistance of EGFR-Mutated Lung Cancer to Tyrosine Kinase Inhibitor Treatment Promotes PARP Inhibitor Sensitivity. Cell Rep 2020; 27:3422-3432.e4. [PMID: 31216465 PMCID: PMC6624074 DOI: 10.1016/j.celrep.2019.05.058] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [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: 04/04/2017] [Revised: 02/25/2019] [Accepted: 05/16/2019] [Indexed: 12/21/2022] Open
Abstract
Lung cancers with oncogenic mutations in the epidermal growth factor receptor (EGFR) invariably acquire resistance to tyrosine kinase inhibitor (TKI) treatment. Vulnerabilities of EGFR TKI-resistant cancer cells that could be therapeutically exploited are incompletely understood. Here, we describe a poly (ADP-ribose) polymerase 1 (PARP-1) inhibitor-sensitive phenotype that is conferred by TKI treatment in vitro and in vivo and appears independent of any particular TKI resistance mechanism. We find that PARP-1 protects cells against cytotoxic reactive oxygen species (ROS) produced by nicotinamide adenine dinucleotide phosphate (NADPH) oxidase (NOX). Compared to TKI-naive cells, TKI-resistant cells exhibit signs of increased RAC1 activity. PARP-1 catalytic function is required for PARylation of RAC1 at evolutionarily conserved sites in TKI-resistant cells, which restricts NOX-mediated ROS production. Our data identify a role of PARP-1 in controlling ROS levels upon EGFR TKI treatment, with potentially broad implications for therapeutic targeting of the mechanisms that govern the survival of oncogene-driven cancer cells.
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Affiliation(s)
- Lynnette Marcar
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Kankana Bardhan
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Liliana Gheorghiu
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Patrick Dinkelborg
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA; Laboratory of Radiobiology and Experimental Radiooncology, University Hospital Eppendorf, Hamburg 20251, Germany
| | - Heike Pfäffle
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Qi Liu
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Meng Wang
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Zofia Piotrowska
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Lecia V Sequist
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Kerstin Borgmann
- Laboratory of Radiobiology and Experimental Radiooncology, University Hospital Eppendorf, Hamburg 20251, Germany
| | - Jeffrey E Settleman
- Center for Cancer Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
| | - Jeffrey A Engelman
- Center for Cancer Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
| | - Aaron N Hata
- Center for Cancer Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA; Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Henning Willers
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA.
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18
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Lu H, Liu C, Velazquez R, Wang H, Dunkl LM, Kazic-Legueux M, Haberkorn A, Billy E, Manchado E, Brachmann SM, Moody S, Engelman JA, Hammerman PS, Caponigro G, Mohseni M, Hao HX. Abstract A44: SHP2 inhibition overcomes RTK-mediated pathway reactivation in KRAS-mutant tumors treated with MEK inhibitors. Mol Cancer Res 2020. [DOI: 10.1158/1557-3125.ras18-a44] [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
FGFR1 was recently shown to be activated as part of a compensatory response to prolonged treatment with MEK inhibitor trametinib in several KRAS-mutant lung and pancreatic cancer cell lines. We hypothesize that other receptor tyrosine kinases (RTKs) are also feedback activated in this context. Herein, we profile a large panel of KRAS-mutant cancer cell lines for the contribution of RTKs to the feedback activation of phospho-MEK following MEK inhibition, using a SHP2 inhibitor (SHP099) that blocks RAS activation mediated by multiple RTKs. We find that RTK-driven feedback activation widely exists in KRAS mutant cancer cells and involves several RTKs including EGFR, FGFR, and MET. We further demonstrate this pathway feedback activation is mediated through mutant KRAS. Finally, SHP099 and MEK inhibitors exhibit combination benefits inhibiting KRAS mutant cancer cell proliferation in vitro and in vivo. These findings provide a rationale for exploration of combining SHP2 and MAPK pathway inhibitors for treating KRAS-mutant cancers in the clinic.
Citation Format: Hengyu Lu, Chen Liu, Roberto Velazquez, Hongyun Wang, Lukas M. Dunkl, Malika Kazic-Legueux, Anne Haberkorn, Eric Billy, Eusebio Manchado, Saskia M. Brachmann, Susan Moody, Jeffrey A. Engelman, Peter S. Hammerman, Giordano Caponigro, Morvarid Mohseni, Huai-Xiang Hao. SHP2 inhibition overcomes RTK-mediated pathway reactivation in KRAS-mutant tumors treated with MEK inhibitors [abstract]. In: Proceedings of the AACR Special Conference on Targeting RAS-Driven Cancers; 2018 Dec 9-12; San Diego, CA. Philadelphia (PA): AACR; Mol Cancer Res 2020;18(5_Suppl):Abstract nr A44.
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Affiliation(s)
- Hengyu Lu
- Novartis Institutes for BioMedical Research, Cambridge, MA
| | - Chen Liu
- Novartis Institutes for BioMedical Research, Cambridge, MA
| | | | - Hongyun Wang
- Novartis Institutes for BioMedical Research, Cambridge, MA
| | - Lukas M. Dunkl
- Novartis Institutes for BioMedical Research, Cambridge, MA
| | | | - Anne Haberkorn
- Novartis Institutes for BioMedical Research, Cambridge, MA
| | - Eric Billy
- Novartis Institutes for BioMedical Research, Cambridge, MA
| | | | | | - Susan Moody
- Novartis Institutes for BioMedical Research, Cambridge, MA
| | | | | | | | | | - Huai-Xiang Hao
- Novartis Institutes for BioMedical Research, Cambridge, MA
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19
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Lu H, Liu C, Huynh H, Le TBU, LaMarche MJ, Mohseni M, Engelman JA, Hammerman PS, Caponigro G, Hao HX. Resistance to allosteric SHP2 inhibition in FGFR-driven cancers through rapid feedback activation of FGFR. Oncotarget 2020; 11:265-281. [PMID: 32076487 PMCID: PMC6980623 DOI: 10.18632/oncotarget.27435] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [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: 10/17/2019] [Accepted: 12/29/2019] [Indexed: 12/15/2022] Open
Abstract
SHP2 mediates RAS activation downstream of multiple receptor tyrosine kinases (RTKs) and cancer cell lines dependent on RTKs are in general dependent on SHP2. Profiling of the allosteric SHP2 inhibitor SHP099 across cancer cell lines harboring various RTK dependencies reveals that FGFR-dependent cells are often insensitive to SHP099 when compared to EGFR-dependent cells. We find that FGFR-driven cells depend on SHP2 but exhibit resistance to SHP2 inhibitors in vitro and in vivo. Treatment of such models with SHP2 inhibitors results in an initial decrease in phosphorylated ERK1/2 (p-ERK) levels, however p-ERK levels rapidly rebound within two hours. This p-ERK rebound is blocked by FGFR inhibitors or high doses of SHP2 inhibitors. Mechanistically, compared with EGFR-driven cells, FGFR-driven cells tend to express high levels of RTK negative regulators such as the SPRY family proteins, which are rapidly downregulated upon ERK inhibition. Moreover, over-expression of SPRY4 in FGFR-driven cells prevents MAPK pathway reactivation and sensitizes them to SHP2 inhibitors. We also identified two novel combination approaches to enhance the efficacy of SHP2 inhibitors, either with a distinct site 2 allosteric SHP2 inhibitor or with a RAS-SOS1 interaction inhibitor. Our findings suggest the rapid FGFR feedback activation following initial pathway inhibition by SHP2 inhibitors may promote the open conformation of SHP2 and lead to resistance to SHP2 inhibitors. These findings may assist to refine patient selection and predict resistance mechanisms in the clinical development of SHP2 inhibitors and to suggest strategies for discovering SHP2 inhibitors that are more effective against upstream feedback activation.
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Affiliation(s)
- Hengyu Lu
- Novartis Institutes for Biomedical Research, Oncology Disease Area, Cambridge, Massachusetts, USA
| | - Chen Liu
- Novartis Institutes for Biomedical Research, Oncology Disease Area, Cambridge, Massachusetts, USA
| | - Hung Huynh
- Laboratory of Molecular Endocrinology, Division of Molecular and Cellular Research, National Cancer Centre, Singapore
| | - Thi Bich Uyen Le
- Laboratory of Molecular Endocrinology, Division of Molecular and Cellular Research, National Cancer Centre, Singapore
| | - Matthew J LaMarche
- Novartis Institutes for Biomedical Research, Global Discovery Chemistry, Cambridge, Massachusetts, USA
| | - Morvarid Mohseni
- Novartis Institutes for Biomedical Research, Oncology Disease Area, Cambridge, Massachusetts, USA
| | - Jeffrey A Engelman
- Novartis Institutes for Biomedical Research, Oncology Disease Area, Cambridge, Massachusetts, USA
| | - Peter S Hammerman
- Novartis Institutes for Biomedical Research, Oncology Disease Area, Cambridge, Massachusetts, USA
| | - Giordano Caponigro
- Novartis Institutes for Biomedical Research, Oncology Disease Area, Cambridge, Massachusetts, USA
| | - Huai-Xiang Hao
- Novartis Institutes for Biomedical Research, Oncology Disease Area, Cambridge, Massachusetts, USA
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20
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Cotton JL, KrishnamurthyRadhakrishna V, Chen J, Piquet M, Wagner J, Boulay G, Sprouffske K, Song Y, Li X, Schumacher K, Thierry R, Kirkpatrick ND, Ruddy DA, Korn J, Morris EJ, Hammerman PS, Engelman JA, Niederst MJ. Abstract A122: Molecular barcoding and single cell approaches to investigate drug tolerance in EGFRmut NSCLC. Mol Cancer Ther 2019. [DOI: 10.1158/1535-7163.targ-19-a122] [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
Patients with non-small cell lung cancer (NSCLC) that is driven by an activating mutation in the epidermal growth factor receptor (EGFR) are routinely treated with tyrosine kinase inhibitors (TKI) to specifically target the activated EGFR signaling pathway. EGFR-mutant NSCLC tumors initially respond well to EGFR inhibitors, however a subset of drug-tolerant persister cells remain at minimal residual disease (MRD) and represent a cell reservoir from which acquired genetic mutations, such as EGFRT790M or MET amplification, can emerge to render the tumor fully drug-resistant. Prior to the emergence of genetic mutations, little is known about how drug-tolerant persister cells are able to survive EGFR targeted therapy at MRD. To better understand this cell population, we investigated drug-tolerance using single cell cloning and scRNAseq in NSCLC cell lines. Using ClonTracer barcoding, we found that the same barcodes emerged after EGFR-inhibitor treatment across multiple replicates, indicating that drug-tolerance is both pre-defined and stable over many generations. Within each individual cell line, we observed multiple distinct heterogeneous subpopulations of drug-tolerant persister cells with unique gene expression signatures and proliferation rates. Additionally, we observed evidence of putative mechanisms of drug tolerance that were shared by persister cells across cells lines and used a drug combination treatment approach to target these distinct subpopulations of drug-tolerant persister cells. Taken together, our findings provide evidence that drug-tolerant persister cell subpopulations are both predefined and heterogeneous, as well as suggesting that drug-combination treatment approaches in the clinic would be more effective at targeting multiple persister cell survival mechanisms.
Citation Format: Jennifer L. Cotton, Viveksagar KrishnamurthyRadhakrishna, Julie Chen, Michelle Piquet, Joel Wagner, Gaylor Boulay, Kathleen Sprouffske, Youngchul Song, Xiaoyan Li, Katja Schumacher, Raphael Thierry, Nathaniel D. Kirkpatrick, David A. Ruddy, Joshua Korn, Erick J. Morris, Peter S. Hammerman, Jeffrey A. Engelman, Matthew J. Niederst. Molecular barcoding and single cell approaches to investigate drug tolerance in EGFRmut NSCLC [abstract]. In: Proceedings of the AACR-NCI-EORTC International Conference on Molecular Targets and Cancer Therapeutics; 2019 Oct 26-30; Boston, MA. Philadelphia (PA): AACR; Mol Cancer Ther 2019;18(12 Suppl):Abstract nr A122. doi:10.1158/1535-7163.TARG-19-A122
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Affiliation(s)
| | | | - Julie Chen
- 1Novartis Institutes for BioMedical Research, Cambridge, MA
| | | | - Joel Wagner
- 1Novartis Institutes for BioMedical Research, Cambridge, MA
| | - Gaylor Boulay
- 1Novartis Institutes for BioMedical Research, Cambridge, MA
| | | | - Youngchul Song
- 1Novartis Institutes for BioMedical Research, Cambridge, MA
| | - Xiaoyan Li
- 1Novartis Institutes for BioMedical Research, Cambridge, MA
| | | | | | | | - David A. Ruddy
- 1Novartis Institutes for BioMedical Research, Cambridge, MA
| | - Joshua Korn
- 1Novartis Institutes for BioMedical Research, Cambridge, MA
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21
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Costa C, Wang Y, Ly A, Hosono Y, Murchie E, Walmsley CS, Huynh T, Healy C, Peterson R, Yanase S, Jakubik CT, Henderson LE, Damon LJ, Timonina D, Sanidas I, Pinto CJ, Mino-Kenudson M, Stone JR, Dyson NJ, Ellisen LW, Bardia A, Ebi H, Benes CH, Engelman JA, Juric D. PTEN Loss Mediates Clinical Cross-Resistance to CDK4/6 and PI3Kα Inhibitors in Breast Cancer. Cancer Discov 2019; 10:72-85. [PMID: 31594766 DOI: 10.1158/2159-8290.cd-18-0830] [Citation(s) in RCA: 139] [Impact Index Per Article: 27.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2018] [Revised: 07/12/2019] [Accepted: 10/03/2019] [Indexed: 11/16/2022]
Abstract
The combination of CDK4/6 inhibitors with antiestrogen therapies significantly improves clinical outcomes in ER-positive advanced breast cancer. To identify mechanisms of acquired resistance, we analyzed serial biopsies and rapid autopsies from patients treated with the combination of the CDK4/6 inhibitor ribociclib with letrozole. This study revealed that some resistant tumors acquired RB loss, whereas other tumors lost PTEN expression at the time of progression. In breast cancer cells, ablation of PTEN, through increased AKT activation, was sufficient to promote resistance to CDK4/6 inhibition in vitro and in vivo. Mechanistically, PTEN loss resulted in exclusion of p27 from the nucleus, leading to increased activation of both CDK4 and CDK2. Because PTEN loss also causes resistance to PI3Kα inhibitors, currently approved in the post-CDK4/6 setting, these findings provide critical insight into how this single genetic event may cause clinical cross-resistance to multiple targeted therapies in the same patient, with implications for optimal treatment-sequencing strategies. SIGNIFICANCE: Our analysis of serial biopsies uncovered RB and PTEN loss as mechanisms of acquired resistance to CDK4/6 inhibitors, utilized as first-line treatment for ER-positive advanced breast cancer. Importantly, these findings have near-term clinical relevance because PTEN loss also limits the efficacy of PI3Kα inhibitors currently approved in the post-CDK4/6 setting.This article is highlighted in the In This Issue feature, p. 1.
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Affiliation(s)
- Carlotta Costa
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts.
| | - Ye Wang
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Amy Ly
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Yasuyuki Hosono
- Division of Molecular Therapeutics, Aichi Cancer Center Research Institute, Nagoya, Japan
| | - Ellen Murchie
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Charlotte S Walmsley
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Tiffany Huynh
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Christopher Healy
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Rachel Peterson
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Shogo Yanase
- Division of Molecular Therapeutics, Aichi Cancer Center Research Institute, Nagoya, Japan
| | - Charles T Jakubik
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Laura E Henderson
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Leah J Damon
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Daria Timonina
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Ioannis Sanidas
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Christopher J Pinto
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Mari Mino-Kenudson
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - James R Stone
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Nicholas J Dyson
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Leif W Ellisen
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Aditya Bardia
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Hiromichi Ebi
- Division of Molecular Therapeutics, Aichi Cancer Center Research Institute, Nagoya, Japan.,Precision Medicine Center, Aichi Cancer Center, Nagoya, Japan.,Division of Advanced Cancer Therapeutics, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Cyril H Benes
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Jeffrey A Engelman
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts.
| | - Dejan Juric
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts.
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22
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Hao HX, Wang H, Liu C, Kovats S, Velazquez R, Lu H, Pant B, Shirley M, Meyer MJ, Pu M, Lim J, Fleming M, Alexander L, Farsidjani A, LaMarche MJ, Moody S, Silver SJ, Caponigro G, Stuart DD, Abrams TJ, Hammerman PS, Williams J, Engelman JA, Goldoni S, Mohseni M. Tumor Intrinsic Efficacy by SHP2 and RTK Inhibitors in KRAS-Mutant Cancers. Mol Cancer Ther 2019; 18:2368-2380. [DOI: 10.1158/1535-7163.mct-19-0170] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2019] [Revised: 07/10/2019] [Accepted: 08/16/2019] [Indexed: 11/16/2022]
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23
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Raoof S, Mulford IJ, Frisco-Cabanos H, Nangia V, Timonina D, Labrot E, Hafeez N, Bilton SJ, Drier Y, Ji F, Greenberg M, Williams A, Kattermann K, Damon L, Sovath S, Rakiec DP, Korn JM, Ruddy DA, Benes CH, Hammerman PS, Piotrowska Z, Sequist LV, Niederst MJ, Barretina J, Engelman JA, Hata AN. Targeting FGFR overcomes EMT-mediated resistance in EGFR mutant non-small cell lung cancer. Oncogene 2019; 38:6399-6413. [PMID: 31324888 PMCID: PMC6742540 DOI: 10.1038/s41388-019-0887-2] [Citation(s) in RCA: 132] [Impact Index Per Article: 26.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2018] [Revised: 03/20/2019] [Accepted: 05/04/2019] [Indexed: 12/15/2022]
Abstract
Evolved resistance to tyrosine kinase inhibitor (TKI) targeted therapies
remains a major clinical challenge. In EGFR mutant non-small
cell lung cancer (NSCLC), failure of EGFR TKIs can result from both genetic and
epigenetic mechanisms of acquired drug resistance. Widespread reports of
histologic and gene expression changes consistent with an
epithelial-to-mesenchymal transition (EMT) have been associated with initially
surviving drug tolerant persister cells, which can seed bona
fide genetic mechanisms of resistance to EGFR TKIs. While
therapeutic approaches targeting fully resistant cells, such as those harboring
an EGFRT790M mutation, have been developed, a clinical strategy for
preventing the emergence of persister cells remains elusive. Using mesenchymal
cell lines derived from biopsies of patients who progressed on EGFR TKI as
surrogates for persister populations, we performed whole-genome CRISPR screening
and identified FGFR1 as the top target promoting survival of mesenchymal EGFR
mutant cancers. Although numerous previous reports of FGFR signaling
contributing to EGFR TKI resistance in vitro exist, the data has not yet been
sufficiently compelling to instigate a clinical trial testing this hypothesis,
nor has the role of FGFR in promoting the survival of persister cells been
elucidated. In this study, we find that combining EGFR and FGFR inhibitors
inhibited the survival and expansion of EGFR mutant drug
tolerant cells over long time periods, preventing the development of fully
resistant cancers in multiple vitro models and in vivo. These results suggest
that dual EGFR and FGFR blockade may be a promising clinical strategy for both
preventing and overcoming EMT-associated acquired drug resistance and provide
motivation for clinical study of combined EGFR and FGFR inhibition in
EGFR-mutated NSCLCs.
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Affiliation(s)
- Sana Raoof
- Massachusetts General Hospital (MGH) Cancer Center, Charlestown, MA, USA
| | - Iain J Mulford
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | | | - Varuna Nangia
- Massachusetts General Hospital (MGH) Cancer Center, Charlestown, MA, USA
| | - Daria Timonina
- Massachusetts General Hospital (MGH) Cancer Center, Charlestown, MA, USA
| | - Emma Labrot
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Nafeeza Hafeez
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Samantha J Bilton
- Massachusetts General Hospital (MGH) Cancer Center, Charlestown, MA, USA
| | - Yotam Drier
- Massachusetts General Hospital (MGH) Cancer Center, Charlestown, MA, USA
| | - Fei Ji
- Massachusetts General Hospital (MGH) Cancer Center, Charlestown, MA, USA
| | - Max Greenberg
- Massachusetts General Hospital (MGH) Cancer Center, Charlestown, MA, USA
| | - August Williams
- Massachusetts General Hospital (MGH) Cancer Center, Charlestown, MA, USA
| | | | - Leah Damon
- Massachusetts General Hospital (MGH) Cancer Center, Charlestown, MA, USA
| | - Sosathya Sovath
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Daniel P Rakiec
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Joshua M Korn
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - David A Ruddy
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Cyril H Benes
- Massachusetts General Hospital (MGH) Cancer Center, Charlestown, MA, USA.,Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Peter S Hammerman
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Zofia Piotrowska
- Massachusetts General Hospital (MGH) Cancer Center, Charlestown, MA, USA.,Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Lecia V Sequist
- Massachusetts General Hospital (MGH) Cancer Center, Charlestown, MA, USA.,Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Matthew J Niederst
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Jordi Barretina
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Jeffrey A Engelman
- Oncology Disease Area, Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Aaron N Hata
- Massachusetts General Hospital (MGH) Cancer Center, Charlestown, MA, USA. .,Department of Medicine, Harvard Medical School, Boston, MA, USA.
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24
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Bhang HEC, DiMare MT, Kodack DP, Tan L, Kerr G, Radhakrishna VK, Golji J, Ruddy DA, Yuan T, Niederst MJ, Korn JM, Porta DG, Hammerman PS, Engelman JA, Abrams T, Williams J. Abstract 394: In vivo shRNA screens under treatment pressure by BRAF and MEK inhibitors to identify novel combination treatment strategies for BRAF-mutant colorectal cancer. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-394] [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
Approximately 10% of patients with colorectal cancer (CRC) harbor the BRAF V600E driver mutation. Unlike melanoma, the response rate of BRAF-mutant CRC to the combination of BRAF and MEK inhibitors is limited. In order to target the MAPK signaling pathway more effectively by blocking EGFR-mediated re-activation of the pathway, triple combination trials of BRAF, MEK and EGFR inhibitors are on-going, but the response is underwhelming.
To find alternative combination strategies that could deepen therapeutic responses driven by a BRAFi and MEKi combination, we performed pooled shRNA screens under the treatment pressure of the dual combination of the BRAF inhibitor dabrafenib and MEK inhibitor trametinib. In some of the BRAF-mutant CRC models, we observed marked discrepancies in the therapeutic responses between in vitro and in vivo conditions. Therefore, shRNA screens were conducted in cancer cell lines grown both in vitro (i.e. 2D and 3D culture conditions) and in vivo in xenograft tumor models. The aim of the study was to identify novel targets to combine with BRAFi/MEKi, and to compare the results of the screens preformed in vitro and in vivo.
The biggest technical challenge for an in vivo pooled screening approach is achieving adequate library representation after the bottleneck of cell implantation and engraftment in mice. Our in vivo screen had an additional bottleneck due to the dabrafenib/trametinib combination treatment. Therefore, by performing a pilot screen with the BRAF-mutant cell line model HT29 we aimed to address two questions: 1) whether the in vivo screen under treatment pressure would be technically feasible and 2) if novel combination partners to dabrafenib/trametinib would be identified to potentially improve efficacy beyond that observed with the triple combination with EGFR inhibitors.
We were able to achieve comparable intra-group variability and repeatability between in vitro and in vivo conditions, whereby gene level analysis revealed several differential hits between the two conditions, which were both sensitizers and activators to the dabrafenib/trametinib combination treatment. We identified targets specific for the in vivo condition that had not been identified in vitro and vice versa. Thus, in vivo screening may identify powerful hits that would not be realized by in vitro investigations. With success of this pilot effort, the screen is currently being expanded into additional BRAF-mutant CRC models.
Citation Format: Hyo-eun C. Bhang, Matthew T. DiMare, David P. Kodack, Lujian Tan, Grainne Kerr, Viveksagar Krishnamurthy Radhakrishna, Javad Golji, David A. Ruddy, Tina Yuan, Matthew J. Niederst, Joshua M. Korn, Diana Graus Porta, Peter S. Hammerman, Jeffrey A. Engelman, Tinya Abrams, Juliet Williams. In vivo shRNA screens under treatment pressure by BRAF and MEK inhibitors to identify novel combination treatment strategies for BRAF-mutant colorectal cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 394.
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Affiliation(s)
| | | | | | - Lujian Tan
- 1Novartis Insts. for BioMedical Research, Cambridge, MA
| | - Grainne Kerr
- 2Novartis Insts. for BioMedical Research, Basel, Switzerland
| | | | - Javad Golji
- 1Novartis Insts. for BioMedical Research, Cambridge, MA
| | | | - Tina Yuan
- 1Novartis Insts. for BioMedical Research, Cambridge, MA
| | | | | | | | | | | | - Tinya Abrams
- 1Novartis Insts. for BioMedical Research, Cambridge, MA
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25
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Lu H, Liu C, Velazquez R, Wang H, Dunkl LM, Kazic-Legueux M, Haberkorn A, Billy E, Manchado E, Brachmann SM, Moody S, Engelman JA, Hammerman PS, Caponigro G, Mohseni M, Hao H. Abstract 954: SHP2 inhibition overcomes RTK-mediated pathway reactivation in KRAS mutant tumors treated with MEK inhibitors. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-954] [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
Introduction: FGFR1 was recently shown to be activated as part of a compensatory response to prolonged treatment with MEK inhibitor (MEKi) such as trametinib in several KRAS mutant lung and pancreatic cancer cell lines. We hypothesize that other receptor tyrosine kinases (RTKs) are also feedback activated in KRAS mutant cell lines after MEKi treatment.
Experimental procedures: We profiled a large panel (n>32) of KRAS mutant cancer cell lines for the contribution of RTKs to the feedback activation of phospho-MEK following MEK inhibition, using a SHP2 inhibitor (SHP099) that blocks RAS activation mediated by multiple RTKs. We then performed in vitro and in vivo combination efficacy studies and pathway analysis in various KRAS mutant cancer models.
Results: We find that RTK-driven feedback activation widely exists in KRAS mutant cancer cells and involves several RTKs including EGFR, FGFR, and MET. We further demonstrate that this pathway feedback activation is mediated through mutant KRAS in KRAS G12C or G12D models. Finally, SHP099 and MEK inhibitors exhibit combination benefits inhibiting MAPK pathway and KRAS mutant cancer cell proliferation in vitro and in vivo.
Conclusions: Our findings suggest that MAPK inhibition in KRAS mutant cancer provokes feedback re-activation of the pathway that often involves RTK activity and SHP2 inhibition may enhance the efficacy of MEKi in KRAS mutant tumors. These findings provide a rationale for exploration of combining SHP2 and MAPK pathway inhibitors for treating KRAS mutant cancers in the clinic.
Citation Format: Hengyu Lu, Chen Liu, Roberto Velazquez, Hongyun Wang, Lukas M. Dunkl, Malika Kazic-Legueux, Anne Haberkorn, Eric Billy, Eusebio Manchado, Saskia M. Brachmann, Susan Moody, Jeffrey A. Engelman, Peter S. Hammerman, Giordano Caponigro, Morvarid Mohseni, Huaixiang Hao. SHP2 inhibition overcomes RTK-mediated pathway reactivation in KRAS mutant tumors treated with MEK inhibitors [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 954.
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Affiliation(s)
- Hengyu Lu
- 1Novartis Institutes for BioMedical Research, Cambridge, MA
| | - Chen Liu
- 1Novartis Institutes for BioMedical Research, Cambridge, MA
| | | | - Hongyun Wang
- 1Novartis Institutes for BioMedical Research, Cambridge, MA
| | - Lukas M. Dunkl
- 2Novartis Institutes for BioMedical Research, Basel, Switzerland
| | | | - Anne Haberkorn
- 2Novartis Institutes for BioMedical Research, Basel, Switzerland
| | - Eric Billy
- 2Novartis Institutes for BioMedical Research, Basel, Switzerland
| | - Eusebio Manchado
- 2Novartis Institutes for BioMedical Research, Basel, Switzerland
| | | | - Susan Moody
- 1Novartis Institutes for BioMedical Research, Cambridge, MA
| | | | | | | | | | - Huaixiang Hao
- 1Novartis Institutes for BioMedical Research, Cambridge, MA
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26
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Lu H, Liu C, Velazquez R, Wang H, Dunkl LM, Kazic-Legueux M, Haberkorn A, Billy E, Manchado E, Brachmann SM, Moody SE, Engelman JA, Hammerman PS, Caponigro G, Mohseni M, Hao HX. SHP2 Inhibition Overcomes RTK-Mediated Pathway Reactivation in KRAS-Mutant Tumors Treated with MEK Inhibitors. Mol Cancer Ther 2019; 18:1323-1334. [PMID: 31068384 DOI: 10.1158/1535-7163.mct-18-0852] [Citation(s) in RCA: 57] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Revised: 12/08/2018] [Accepted: 05/03/2019] [Indexed: 11/16/2022]
Abstract
FGFR1 was recently shown to be activated as part of a compensatory response to prolonged treatment with the MEK inhibitor trametinib in several KRAS-mutant lung and pancreatic cancer cell lines. We hypothesize that other receptor tyrosine kinases (RTK) are also feedback-activated in this context. Herein, we profile a large panel of KRAS-mutant cancer cell lines for the contribution of RTKs to the feedback activation of phospho-MEK following MEK inhibition, using an SHP2 inhibitor (SHP099) that blocks RAS activation mediated by multiple RTKs. We find that RTK-driven feedback activation widely exists in KRAS-mutant cancer cells, to a less extent in those harboring the G13D variant, and involves several RTKs, including EGFR, FGFR, and MET. We further demonstrate that this pathway feedback activation is mediated through mutant KRAS, at least for the G12C, G12D, and G12V variants, and wild-type KRAS can also contribute significantly to the feedback activation. Finally, SHP099 and MEK inhibitors exhibit combination benefits inhibiting KRAS-mutant cancer cell proliferation in vitro and in vivo These findings provide a rationale for exploration of combining SHP2 and MAPK pathway inhibitors for treating KRAS-mutant cancers in the clinic.
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Affiliation(s)
- Hengyu Lu
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, Massachusetts
| | - Chen Liu
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, Massachusetts
| | - Roberto Velazquez
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, Massachusetts
| | - Hongyun Wang
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, Massachusetts
| | - Lukas Manuel Dunkl
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Novartis Pharma AG, Basel, Switzerland
| | - Malika Kazic-Legueux
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Novartis Pharma AG, Basel, Switzerland
| | - Anne Haberkorn
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Novartis Pharma AG, Basel, Switzerland
| | - Eric Billy
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Novartis Pharma AG, Basel, Switzerland
| | - Eusebio Manchado
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Novartis Pharma AG, Basel, Switzerland
| | - Saskia M Brachmann
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Novartis Pharma AG, Basel, Switzerland
| | - Susan E Moody
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, Massachusetts
| | - Jeffrey A Engelman
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, Massachusetts
| | - Peter S Hammerman
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, Massachusetts
| | - Giordano Caponigro
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, Massachusetts
| | - Morvarid Mohseni
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, Massachusetts
| | - Huai-Xiang Hao
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, Massachusetts.
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27
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Dastur A, Choi AH, Costa C, Yin X, Williams A, McClanaghan J, Greenberg M, Roderick J, Patel NU, Boisvert J, McDermott U, Garnett MJ, Almenara J, Grant S, Rizzo K, Engelman JA, Kelliher M, Faber AC, Benes CH. NOTCH1 Represses MCL-1 Levels in GSI-resistant T-ALL, Making them Susceptible to ABT-263. Clin Cancer Res 2018; 25:312-324. [PMID: 30224339 DOI: 10.1158/1078-0432.ccr-18-0867] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2018] [Revised: 07/19/2018] [Accepted: 09/11/2018] [Indexed: 02/01/2023]
Abstract
PURPOSE Effective targeted therapies are lacking for refractory and relapsed T-cell acute lymphoblastic leukemia (T-ALL). Suppression of the NOTCH pathway using gamma-secretase inhibitors (GSI) is toxic and clinically not effective. The goal of this study was to identify alternative therapeutic strategies for T-ALL. EXPERIMENTAL DESIGN We performed a comprehensive analysis of our high-throughput drug screen across hundreds of human cell lines including 15 T-ALL models. We validated and further studied the top hit, navitoclax (ABT-263). We used multiple human T-ALL cell lines as well as primary patient samples, and performed both in vitro experiments and in vivo studies on patient-derived xenograft models. RESULTS We found that T-ALL are hypersensitive to navitoclax, an inhibitor of BCL2 family of antiapoptotic proteins. Importantly, GSI-resistant T-ALL are also susceptible to navitoclax. Sensitivity to navitoclax is due to low levels of MCL-1 in T-ALL. We identify an unsuspected regulation of mTORC1 by the NOTCH pathway, resulting in increased MCL-1 upon GSI treatment. Finally, we show that pharmacologic inhibition of mTORC1 lowers MCL-1 levels and further sensitizes cells to navitoclax in vitro and leads to tumor regressions in vivo. CONCLUSIONS Our results support the development of navitoclax, as single agent and in combination with mTOR inhibitors, as a new therapeutic strategy for T-ALL, including in the setting of GSI resistance.
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Affiliation(s)
- Anahita Dastur
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - AHyun Choi
- Department of Molecular, Cell and Cancer Biology, University of Massachusetts Medical School, Worcester, Massachusetts
| | - Carlotta Costa
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Xunqin Yin
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - August Williams
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Joseph McClanaghan
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Max Greenberg
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Justine Roderick
- Department of Molecular, Cell and Cancer Biology, University of Massachusetts Medical School, Worcester, Massachusetts
| | - Neha U Patel
- VCU Philips Institute for Oral Health Research, School of Dentistry and Massey Cancer Center, Virginia Commonwealth University, Richmond, Virginia
| | - Jessica Boisvert
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Ultan McDermott
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, United Kingdom
| | - Mathew J Garnett
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, United Kingdom
| | - Jorge Almenara
- Department of Anatomic Pathology, Virginia Commonwealth University, Richmond, Virginia
| | - Steven Grant
- Departments of Medicine, Microbiology and Immunology, Biochemistry and Molecular Biology, The Institute for Molecular Medicine and Massey Cancer Center, Virginia Commonwealth University, Richmond, Virginia
| | - Kathryn Rizzo
- Department of Anatomic Pathology, Virginia Commonwealth University, Richmond, Virginia
| | - Jeffrey A Engelman
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts.,Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Michelle Kelliher
- Department of Molecular, Cell and Cancer Biology, University of Massachusetts Medical School, Worcester, Massachusetts
| | - Anthony C Faber
- VCU Philips Institute for Oral Health Research, School of Dentistry and Massey Cancer Center, Virginia Commonwealth University, Richmond, Virginia
| | - Cyril H Benes
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts. .,Department of Medicine, Harvard Medical School, Boston, Massachusetts
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28
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Leung GP, Feng T, Sigoillot FD, Geyer FC, Shirley MD, Ruddy DA, Rakiec DP, Freeman AK, Engelman JA, Jaskelioff M, Stuart DD. Hyperactivation of MAPK Signaling Is Deleterious to RAS/RAF-mutant Melanoma. Mol Cancer Res 2018; 17:199-211. [DOI: 10.1158/1541-7786.mcr-18-0327] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2018] [Revised: 07/25/2018] [Accepted: 08/30/2018] [Indexed: 11/16/2022]
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29
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Kodack DP, Farago AF, Dastur A, Held MA, Dardaei L, Friboulet L, von Flotow F, Damon LJ, Lee D, Parks M, Dicecca R, Greenberg M, Kattermann KE, Riley AK, Fintelmann FJ, Rizzo C, Piotrowska Z, Shaw AT, Gainor JF, Sequist LV, Niederst MJ, Engelman JA, Benes CH. Primary Patient-Derived Cancer Cells and Their Potential for Personalized Cancer Patient Care. Cell Rep 2018; 21:3298-3309. [PMID: 29241554 PMCID: PMC5745232 DOI: 10.1016/j.celrep.2017.11.051] [Citation(s) in RCA: 123] [Impact Index Per Article: 20.5] [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: 05/18/2017] [Revised: 09/28/2017] [Accepted: 11/14/2017] [Indexed: 01/27/2023] Open
Abstract
Personalized cancer therapy is based on a patient's tumor lineage, histopathology, expression analyses, and/or tumor DNA or RNA analysis. Here, we aim to develop an in vitro functional assay of a patient's living cancer cells that could complement these approaches. We present methods for developing cell cultures from tumor biopsies and identify the types of samples and culture conditions associated with higher efficiency of model establishment. Toward the application of patient-derived cell cultures for personalized care, we established an immunofluorescence-based functional assay that quantifies cancer cell responses to targeted therapy in mixed cell cultures. Assaying patient-derived lung cancer cultures with this method showed promise in modeling patient response for diagnostic use. This platform should allow for the development of co-clinical trial studies to prospectively test the value of drug profiling on tumor-biopsy-derived cultures to direct patient care.
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Affiliation(s)
- David P Kodack
- Massachusetts General Hospital Cancer Center, Boston, MA 02129, USA
| | - Anna F Farago
- Massachusetts General Hospital Cancer Center, Boston, MA 02129, USA
| | - Anahita Dastur
- Massachusetts General Hospital Cancer Center, Boston, MA 02129, USA
| | - Matthew A Held
- Massachusetts General Hospital Cancer Center, Boston, MA 02129, USA
| | - Leila Dardaei
- Massachusetts General Hospital Cancer Center, Boston, MA 02129, USA
| | - Luc Friboulet
- Massachusetts General Hospital Cancer Center, Boston, MA 02129, USA
| | | | - Leah J Damon
- Massachusetts General Hospital Cancer Center, Boston, MA 02129, USA
| | - Dana Lee
- Massachusetts General Hospital Cancer Center, Boston, MA 02129, USA
| | - Melissa Parks
- Massachusetts General Hospital Cancer Center, Boston, MA 02129, USA
| | - Richard Dicecca
- Massachusetts General Hospital Cancer Center, Boston, MA 02129, USA
| | - Max Greenberg
- Massachusetts General Hospital Cancer Center, Boston, MA 02129, USA
| | | | - Amanda K Riley
- Massachusetts General Hospital Cancer Center, Boston, MA 02129, USA
| | | | - Coleen Rizzo
- Massachusetts General Hospital Cancer Center, Boston, MA 02129, USA
| | - Zofia Piotrowska
- Massachusetts General Hospital Cancer Center, Boston, MA 02129, USA
| | - Alice T Shaw
- Massachusetts General Hospital Cancer Center, Boston, MA 02129, USA
| | - Justin F Gainor
- Massachusetts General Hospital Cancer Center, Boston, MA 02129, USA
| | - Lecia V Sequist
- Massachusetts General Hospital Cancer Center, Boston, MA 02129, USA
| | | | | | - Cyril H Benes
- Massachusetts General Hospital Cancer Center, Boston, MA 02129, USA.
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Piotrowska Z, Hazar-Rethinam M, Rizzo C, Nadres B, Van Seventer EE, Shahzade HA, Lennes IT, Iafrate AJ, Dias-Santagata D, Leshchiner I, Jessop NA, Hu H, Digumarthy SR, Nagy RJ, Lanman RB, Moody S, Niederst MJ, Engelman JA, Hata AN, Corcoran RB, Sequist LV. Heterogeneity and Coexistence of T790M and T790 Wild-Type Resistant Subclones Drive Mixed Response to Third-Generation Epidermal Growth Factor Receptor Inhibitors in Lung Cancer. JCO Precis Oncol 2018; 2018. [PMID: 30123863 DOI: 10.1200/po.17.00263] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Purpose Third-generation epidermal growth factor receptor (EGFR) inhibitors like nazartinib are active against EGFR mutation-positive lung cancers with T790M-mediated acquired resistance to initial anti-EGFR treatment, but some patients have mixed responses. Methods Multiple serial tumor and liquid biopsies were obtained from two patients before, during, and after treatment with nazartinib. Next-generation sequencing and droplet digital polymerase chain reaction were performed to assess heterogeneity and clonal dynamics. Results We observed the simultaneous emergence of T790M-dependent and -independent clones in both patients. Serial plasma droplet digital polymerase chain reaction illustrated shifts in relative clonal abundance in response to various systemic therapies, confirming a molecular basis for the clinical mixed radiographic responses observed. Conclusion Heterogeneous responses to treatment targeting a solitary resistance mechanism can be explained by coexistent tumor subclones harboring distinct genetic signatures. Serial liquid biopsies offer an opportunity to monitor clonal dynamics and the emergence of resistance and may represent a useful tool to guide therapeutic strategies.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Susan Moody
- Novartis Institutes for Biomedical Research, Cambridge, MA
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Yoda S, Lin JJ, Lawrence MS, Burke BJ, Friboulet L, Langenbucher A, Dardaei L, Prutisto-Chang K, Dagogo-Jack I, Timofeevski S, Hubbeling H, Gainor JF, Ferris LA, Riley AK, Kattermann KE, Timonina D, Heist RS, Iafrate AJ, Benes CH, Lennerz JK, Mino-Kenudson M, Engelman JA, Johnson TW, Hata AN, Shaw AT. Sequential ALK Inhibitors Can Select for Lorlatinib-Resistant Compound ALK Mutations in ALK-Positive Lung Cancer. Cancer Discov 2018; 8:714-729. [PMID: 29650534 PMCID: PMC5984716 DOI: 10.1158/2159-8290.cd-17-1256] [Citation(s) in RCA: 196] [Impact Index Per Article: 32.7] [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: 11/15/2017] [Revised: 02/28/2018] [Accepted: 04/06/2018] [Indexed: 01/16/2023]
Abstract
The cornerstone of treatment for advanced ALK-positive lung cancer is sequential therapy with increasingly potent and selective ALK inhibitors. The third-generation ALK inhibitor lorlatinib has demonstrated clinical activity in patients who failed previous ALK inhibitors. To define the spectrum of ALK mutations that confer lorlatinib resistance, we performed accelerated mutagenesis screening of Ba/F3 cells expressing EML4-ALK. Under comparable conditions, N-ethyl-N-nitrosourea (ENU) mutagenesis generated numerous crizotinib-resistant but no lorlatinib-resistant clones harboring single ALK mutations. In similar screens with EML4-ALK containing single ALK resistance mutations, numerous lorlatinib-resistant clones emerged harboring compound ALK mutations. To determine the clinical relevance of these mutations, we analyzed repeat biopsies from lorlatinib-resistant patients. Seven of 20 samples (35%) harbored compound ALK mutations, including two identified in the ENU screen. Whole-exome sequencing in three cases confirmed the stepwise accumulation of ALK mutations during sequential treatment. These results suggest that sequential ALK inhibitors can foster the emergence of compound ALK mutations, identification of which is critical to informing drug design and developing effective therapeutic strategies.Significance: Treatment with sequential first-, second-, and third-generation ALK inhibitors can select for compound ALK mutations that confer high-level resistance to ALK-targeted therapies. A more efficacious long-term strategy may be up-front treatment with a third-generation ALK inhibitor to prevent the emergence of on-target resistance. Cancer Discov; 8(6); 714-29. ©2018 AACR.This article is highlighted in the In This Issue feature, p. 663.
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Affiliation(s)
- Satoshi Yoda
- Massachusetts General Hospital Cancer Center, Charlestown, Massachusetts
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Jessica J Lin
- Massachusetts General Hospital Cancer Center, Charlestown, Massachusetts
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Michael S Lawrence
- Massachusetts General Hospital Cancer Center, Charlestown, Massachusetts
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | | | - Luc Friboulet
- Gustave Roussy Cancer Campus, Université Paris Saclay, INSERM U981, Paris, France
| | - Adam Langenbucher
- Massachusetts General Hospital Cancer Center, Charlestown, Massachusetts
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Leila Dardaei
- Massachusetts General Hospital Cancer Center, Charlestown, Massachusetts
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | | | - Ibiayi Dagogo-Jack
- Massachusetts General Hospital Cancer Center, Charlestown, Massachusetts
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | | | - Harper Hubbeling
- Massachusetts General Hospital Cancer Center, Charlestown, Massachusetts
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Justin F Gainor
- Massachusetts General Hospital Cancer Center, Charlestown, Massachusetts
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Lorin A Ferris
- Massachusetts General Hospital Cancer Center, Charlestown, Massachusetts
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Amanda K Riley
- Massachusetts General Hospital Cancer Center, Charlestown, Massachusetts
| | | | - Daria Timonina
- Massachusetts General Hospital Cancer Center, Charlestown, Massachusetts
| | - Rebecca S Heist
- Massachusetts General Hospital Cancer Center, Charlestown, Massachusetts
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - A John Iafrate
- Cancer Center and Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Cyril H Benes
- Massachusetts General Hospital Cancer Center, Charlestown, Massachusetts
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Jochen K Lennerz
- Cancer Center and Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Mari Mino-Kenudson
- Cancer Center and Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | | | - Ted W Johnson
- Pfizer Worldwide Research and Development, La Jolla, California
| | - Aaron N Hata
- Massachusetts General Hospital Cancer Center, Charlestown, Massachusetts.
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Alice T Shaw
- Massachusetts General Hospital Cancer Center, Charlestown, Massachusetts.
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
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Kodack DP, Askoxylakis V, Ferraro GB, Sheng Q, Badeaux M, Goel S, Qi X, Shankaraiah R, Cao ZA, Ramjiawan RR, Bezwada D, Patel B, Song Y, Costa C, Naxerova K, Wong CSF, Kloepper J, Das R, Tam A, Tanboon J, Duda DG, Miller CR, Siegel MB, Anders CK, Sanders M, Estrada MV, Schlegel R, Arteaga CL, Brachtel E, Huang A, Fukumura D, Engelman JA, Jain RK. The brain microenvironment mediates resistance in luminal breast cancer to PI3K inhibition through HER3 activation. Sci Transl Med 2018; 9:9/391/eaal4682. [PMID: 28539475 DOI: 10.1126/scitranslmed.aal4682] [Citation(s) in RCA: 72] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2016] [Accepted: 05/02/2017] [Indexed: 12/16/2022]
Abstract
Although targeted therapies are often effective systemically, they fail to adequately control brain metastases. In preclinical models of breast cancer that faithfully recapitulate the disparate clinical responses in these microenvironments, we observed that brain metastases evade phosphatidylinositide 3-kinase (PI3K) inhibition despite drug accumulation in the brain lesions. In comparison to extracranial disease, we observed increased HER3 expression and phosphorylation in brain lesions. HER3 blockade overcame the resistance of HER2-amplified and/or PIK3CA-mutant breast cancer brain metastases to PI3K inhibitors, resulting in marked tumor growth delay and improvement in mouse survival. These data provide a mechanistic basis for therapeutic resistance in the brain microenvironment and identify translatable treatment strategies for HER2-amplified and/or PIK3CA-mutant breast cancer brain metastases.
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Affiliation(s)
- David P Kodack
- Edwin L. Steele Laboratory, Department of Radiation Oncology, Massachusetts General Hospital (MGH) and Harvard Medical School (HMS), Boston, MA 02114, USA
| | - Vasileios Askoxylakis
- Edwin L. Steele Laboratory, Department of Radiation Oncology, Massachusetts General Hospital (MGH) and Harvard Medical School (HMS), Boston, MA 02114, USA
| | - Gino B Ferraro
- Edwin L. Steele Laboratory, Department of Radiation Oncology, Massachusetts General Hospital (MGH) and Harvard Medical School (HMS), Boston, MA 02114, USA
| | - Qing Sheng
- Oncology Translational Medicine, Novartis Institute for Biomedical Research, Cambridge, MA 02139, USA
| | - Mark Badeaux
- Edwin L. Steele Laboratory, Department of Radiation Oncology, Massachusetts General Hospital (MGH) and Harvard Medical School (HMS), Boston, MA 02114, USA
| | - Shom Goel
- Edwin L. Steele Laboratory, Department of Radiation Oncology, Massachusetts General Hospital (MGH) and Harvard Medical School (HMS), Boston, MA 02114, USA
| | - Xiaolong Qi
- Edwin L. Steele Laboratory, Department of Radiation Oncology, Massachusetts General Hospital (MGH) and Harvard Medical School (HMS), Boston, MA 02114, USA
| | - Ram Shankaraiah
- Edwin L. Steele Laboratory, Department of Radiation Oncology, Massachusetts General Hospital (MGH) and Harvard Medical School (HMS), Boston, MA 02114, USA
| | - Z Alexander Cao
- Oncology Translational Medicine, Novartis Institute for Biomedical Research, Cambridge, MA 02139, USA
| | - Rakesh R Ramjiawan
- Edwin L. Steele Laboratory, Department of Radiation Oncology, Massachusetts General Hospital (MGH) and Harvard Medical School (HMS), Boston, MA 02114, USA
| | - Divya Bezwada
- Edwin L. Steele Laboratory, Department of Radiation Oncology, Massachusetts General Hospital (MGH) and Harvard Medical School (HMS), Boston, MA 02114, USA
| | - Bhushankumar Patel
- Edwin L. Steele Laboratory, Department of Radiation Oncology, Massachusetts General Hospital (MGH) and Harvard Medical School (HMS), Boston, MA 02114, USA
| | - Yongchul Song
- Department of Medicine, MGH Cancer Center and HMS, Boston, MA 02129, USA
| | - Carlotta Costa
- Department of Medicine, MGH Cancer Center and HMS, Boston, MA 02129, USA
| | - Kamila Naxerova
- Edwin L. Steele Laboratory, Department of Radiation Oncology, Massachusetts General Hospital (MGH) and Harvard Medical School (HMS), Boston, MA 02114, USA
| | - Christina S F Wong
- Edwin L. Steele Laboratory, Department of Radiation Oncology, Massachusetts General Hospital (MGH) and Harvard Medical School (HMS), Boston, MA 02114, USA
| | - Jonas Kloepper
- Edwin L. Steele Laboratory, Department of Radiation Oncology, Massachusetts General Hospital (MGH) and Harvard Medical School (HMS), Boston, MA 02114, USA
| | - Rita Das
- Oncology Translational Medicine, Novartis Institute for Biomedical Research, Cambridge, MA 02139, USA
| | - Angela Tam
- Oncology Translational Medicine, Novartis Institute for Biomedical Research, Cambridge, MA 02139, USA
| | | | - Dan G Duda
- Edwin L. Steele Laboratory, Department of Radiation Oncology, Massachusetts General Hospital (MGH) and Harvard Medical School (HMS), Boston, MA 02114, USA
| | - C Ryan Miller
- Department of Pathology and Laboratory Medicine, University of North Carolina, Chapel Hill, NC 27514, USA
| | - Marni B Siegel
- Department of Genetics, University of North Carolina, Chapel Hill, NC 27514, USA
| | - Carey K Anders
- Division of Hematology Oncology, Department of Medicine, Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27514, USA
| | - Melinda Sanders
- Department of Pathology, Microbiology, and Immunology, Vanderbilt-Ingram Cancer Center, Nashville, TN 37203, USA
| | - Monica V Estrada
- Breast Cancer Research Program, Vanderbilt-Ingram Cancer Center, Nashville, TN 37203, USA
| | - Robert Schlegel
- Oncology Translational Medicine, Novartis Institute for Biomedical Research, Cambridge, MA 02139, USA
| | - Carlos L Arteaga
- Departments of Medicine and Cancer Biology, Vanderbilt-Ingram Cancer Center, Nashville, TN 37203, USA
| | - Elena Brachtel
- Department of Pathology, MGH and HMS, Boston, MA 02114, USA
| | - Alan Huang
- Oncology Translational Medicine, Novartis Institute for Biomedical Research, Cambridge, MA 02139, USA
| | - Dai Fukumura
- Edwin L. Steele Laboratory, Department of Radiation Oncology, Massachusetts General Hospital (MGH) and Harvard Medical School (HMS), Boston, MA 02114, USA
| | - Jeffrey A Engelman
- Department of Medicine, MGH Cancer Center and HMS, Boston, MA 02129, USA.
| | - Rakesh K Jain
- Edwin L. Steele Laboratory, Department of Radiation Oncology, Massachusetts General Hospital (MGH) and Harvard Medical School (HMS), Boston, MA 02114, USA.
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Affiliation(s)
- Matthew J Niederst
- a Massachusetts General Hospital Cancer Center , Charlestown , MA , USA.,b Department of Medicine , Harvard Medical School , Boston , MA , USA
| | - Jeffrey A Engelman
- a Massachusetts General Hospital Cancer Center , Charlestown , MA , USA.,b Department of Medicine , Harvard Medical School , Boston , MA , USA
| | - Aaron N Hata
- a Massachusetts General Hospital Cancer Center , Charlestown , MA , USA.,b Department of Medicine , Harvard Medical School , Boston , MA , USA
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Dagogo-Jack I, Brannon AR, Ferris LA, Campbell CD, Lin JJ, Schultz KR, Ackil J, Stevens S, Dardaei L, Yoda S, Hubbeling H, Digumarthy SR, Riester M, Hata AN, Sequist LV, Lennes IT, Iafrate AJ, Heist RS, Azzoli CG, Farago AF, Engelman JA, Lennerz JK, Benes CH, Leary RJ, Shaw AT, Gainor JF. Tracking the Evolution of Resistance to ALK Tyrosine Kinase Inhibitors through Longitudinal Analysis of Circulating Tumor DNA. JCO Precis Oncol 2018; 2018. [PMID: 29376144 DOI: 10.1200/po.17.00160] [Citation(s) in RCA: 75] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Purpose ALK rearrangements predict for sensitivity to ALK tyrosine kinase inhibitors (TKIs). However, responses to ALK TKIs are generally short-lived. Serial molecular analysis is an informative strategy for identifying genetic mediators of resistance. Although multiple studies support the clinical benefits of repeat tissue sampling, the clinical utility of longitudinal circulating tumor DNA analysis has not been established in ALK-positive lung cancer. Methods Using a 566-gene hybrid-capture next-generation sequencing (NGS) assay, we performed longitudinal analysis of plasma specimens from 22 ALK-positive patients with acquired resistance to ALK TKIs to track the evolution of resistance during treatment. To determine tissue-plasma concordance, we compared plasma findings to results of repeat biopsies. Results At progression, we detected an ALK fusion in plasma from 19 (86%) of 22 patients, and identified ALK resistance mutations in plasma specimens from 11 (50%) patients. There was 100% agreement between tissue- and plasma-detected ALK fusions. Among 16 cases where contemporaneous plasma and tissue specimens were available, we observed 100% concordance between ALK mutation calls. ALK mutations emerged and disappeared during treatment with sequential ALK TKIs, suggesting that plasma mutation profiles were dependent on the specific TKI administered. ALK G1202R, the most frequent plasma mutation detected after progression on a second-generation TKI, was consistently suppressed during treatment with lorlatinib. Conclusions Plasma genotyping by NGS is an effective method for detecting ALK fusions and ALK mutations in patients progressing on ALK TKIs. The correlation between plasma ALK mutations and response to distinct ALK TKIs highlights the potential for plasma analysis to guide selection of ALK-directed therapies.
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Affiliation(s)
| | - A Rose Brannon
- Novartis Institutes of BioMedical Research, Cambridge, MA
| | - Lorin A Ferris
- Department of Medicine, Massachusetts General Hospital, Boston, MA
| | | | - Jessica J Lin
- Department of Medicine, Massachusetts General Hospital, Boston, MA
| | | | - Jennifer Ackil
- Department of Medicine, Massachusetts General Hospital, Boston, MA
| | - Sara Stevens
- Department of Medicine, Massachusetts General Hospital, Boston, MA
| | - Leila Dardaei
- Department of Medicine, Massachusetts General Hospital, Boston, MA
| | - Satoshi Yoda
- Department of Medicine, Massachusetts General Hospital, Boston, MA
| | - Harper Hubbeling
- Department of Medicine, Massachusetts General Hospital, Boston, MA
| | | | - Markus Riester
- Novartis Institutes of BioMedical Research, Cambridge, MA
| | - Aaron N Hata
- Department of Medicine, Massachusetts General Hospital, Boston, MA
| | - Lecia V Sequist
- Department of Medicine, Massachusetts General Hospital, Boston, MA
| | - Inga T Lennes
- Department of Medicine, Massachusetts General Hospital, Boston, MA
| | - A John Iafrate
- Department of Pathology, Massachusetts General Hospital, Boston, MA
| | - Rebecca S Heist
- Department of Medicine, Massachusetts General Hospital, Boston, MA
| | | | - Anna F Farago
- Department of Medicine, Massachusetts General Hospital, Boston, MA
| | | | - Jochen K Lennerz
- Department of Pathology, Massachusetts General Hospital, Boston, MA
| | - Cyril H Benes
- Department of Medicine, Massachusetts General Hospital, Boston, MA
| | | | - Alice T Shaw
- Department of Medicine, Massachusetts General Hospital, Boston, MA
| | - Justin F Gainor
- Department of Medicine, Massachusetts General Hospital, Boston, MA
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Song KA, Niederst MJ, Lochmann TL, Hata AN, Kitai H, Ham J, Floros KV, Hicks MA, Hu H, Mulvey HE, Drier Y, Heisey DAR, Hughes MT, Patel NU, Lockerman EL, Garcia A, Gillepsie S, Archibald HL, Gomez-Caraballo M, Nulton TJ, Windle BE, Piotrowska Z, Sahingur SE, Taylor SM, Dozmorov M, Sequist LV, Bernstein B, Ebi H, Engelman JA, Faber AC. Epithelial-to-Mesenchymal Transition Antagonizes Response to Targeted Therapies in Lung Cancer by Suppressing BIM. Clin Cancer Res 2018; 24:197-208. [PMID: 29051323 PMCID: PMC5959009 DOI: 10.1158/1078-0432.ccr-17-1577] [Citation(s) in RCA: 65] [Impact Index Per Article: 10.8] [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: 06/02/2017] [Revised: 09/13/2017] [Accepted: 10/13/2017] [Indexed: 12/26/2022]
Abstract
Purpose: Epithelial-to-mesenchymal transition (EMT) confers resistance to a number of targeted therapies and chemotherapies. However, it has been unclear why EMT promotes resistance, thereby impairing progress to overcome it.Experimental Design: We have developed several models of EMT-mediated resistance to EGFR inhibitors (EGFRi) in EGFR-mutant lung cancers to evaluate a novel mechanism of EMT-mediated resistance.Results: We observed that mesenchymal EGFR-mutant lung cancers are resistant to EGFRi-induced apoptosis via insufficient expression of BIM, preventing cell death despite potent suppression of oncogenic signaling following EGFRi treatment. Mechanistically, we observed that the EMT transcription factor ZEB1 inhibits BIM expression by binding directly to the BIM promoter and repressing transcription. Derepression of BIM expression by depletion of ZEB1 or treatment with the BH3 mimetic ABT-263 to enhance "free" cellular BIM levels both led to resensitization of mesenchymal EGFR-mutant cancers to EGFRi. This relationship between EMT and loss of BIM is not restricted to EGFR-mutant lung cancers, as it was also observed in KRAS-mutant lung cancers and large datasets, including different cancer subtypes.Conclusions: Altogether, these data reveal a novel mechanistic link between EMT and resistance to lung cancer targeted therapies. Clin Cancer Res; 24(1); 197-208. ©2017 AACR.
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Affiliation(s)
- Kyung-A Song
- Philips Institute for Oral Health Research, VCU School of Dentistry and Massey Cancer Center, Richmond, Virginia
| | - Matthew J Niederst
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Timothy L Lochmann
- Philips Institute for Oral Health Research, VCU School of Dentistry and Massey Cancer Center, Richmond, Virginia
| | - Aaron N Hata
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Hidenori Kitai
- Division of Medical Oncology, Cancer Research Institute, Kanazawa University, Kanazawa, Japan
| | - Jungoh Ham
- Philips Institute for Oral Health Research, VCU School of Dentistry and Massey Cancer Center, Richmond, Virginia
| | - Konstantinos V Floros
- Philips Institute for Oral Health Research, VCU School of Dentistry and Massey Cancer Center, Richmond, Virginia
| | - Mark A Hicks
- Philips Institute for Oral Health Research, VCU School of Dentistry and Massey Cancer Center, Richmond, Virginia
| | - Haichuan Hu
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Hillary E Mulvey
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Yotam Drier
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Daniel A R Heisey
- Philips Institute for Oral Health Research, VCU School of Dentistry and Massey Cancer Center, Richmond, Virginia
| | - Mark T Hughes
- Philips Institute for Oral Health Research, VCU School of Dentistry and Massey Cancer Center, Richmond, Virginia
| | - Neha U Patel
- Philips Institute for Oral Health Research, VCU School of Dentistry and Massey Cancer Center, Richmond, Virginia
| | - Elizabeth L Lockerman
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Angel Garcia
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Shawn Gillepsie
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Hannah L Archibald
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Maria Gomez-Caraballo
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Tara J Nulton
- Philips Institute for Oral Health Research, VCU School of Dentistry and Massey Cancer Center, Richmond, Virginia
| | - Brad E Windle
- Philips Institute for Oral Health Research, VCU School of Dentistry and Massey Cancer Center, Richmond, Virginia
| | - Zofia Piotrowska
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Sinem E Sahingur
- Department of Periodontics, VCU School of Dentistry, Virginia Commonwealth University, Richmond, Virginia
| | - Shirley M Taylor
- Department of Microbiology and Immunology, Massey Cancer Center, Richmond, Virginia
| | - Mikhail Dozmorov
- Department of Biostatistics, Virginia Commonwealth University, Richmond, Virginia
| | - Lecia V Sequist
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Bradley Bernstein
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Hiromichi Ebi
- Division of Medical Oncology, Cancer Research Institute, Kanazawa University, Kanazawa, Japan
| | - Jeffrey A Engelman
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts.
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Anthony C Faber
- Philips Institute for Oral Health Research, VCU School of Dentistry and Massey Cancer Center, Richmond, Virginia.
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Krall EB, Wang B, Munoz DM, Ilic N, Raghavan S, Niederst MJ, Yu K, Ruddy DA, Aguirre AJ, Kim JW, Redig AJ, Gainor JF, Williams JA, Asara JM, Doench JG, Janne PA, Shaw AT, McDonald III RE, Engelman JA, Stegmeier F, Schlabach MR, Hahn WC. Correction: KEAP1 loss modulates sensitivity to kinase targeted therapy in lung cancer. eLife 2017; 6. [PMID: 29087937 PMCID: PMC5663476 DOI: 10.7554/elife.33173] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Accepted: 10/27/2017] [Indexed: 11/21/2022] Open
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Viswanathan VS, Ryan MJ, Dhruv HD, Gill S, Eichhoff OM, Seashore-Ludlow B, Kaffenberger SD, Eaton JK, Shimada K, Aguirre AJ, Viswanathan SR, Chattopadhyay S, Tamayo P, Yang WS, Rees MG, Chen S, Boskovic ZV, Javaid S, Huang C, Wu X, Tseng YY, Roider EM, Gao D, Cleary JM, Wolpin BM, Mesirov JP, Haber DA, Engelman JA, Boehm JS, Kotz JD, Hon CS, Chen Y, Hahn WC, Levesque MP, Doench JG, Berens ME, Shamji AF, Clemons PA, Stockwell BR, Schreiber SL. Dependency of a therapy-resistant state of cancer cells on a lipid peroxidase pathway. Nature 2017; 547:453-457. [PMID: 28678785 DOI: 10.1038/nature23007] [Citation(s) in RCA: 1053] [Impact Index Per Article: 150.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2016] [Accepted: 05/24/2017] [Indexed: 12/16/2022]
Abstract
Plasticity of the cell state has been proposed to drive resistance to multiple classes of cancer therapies, thereby limiting their effectiveness. A high-mesenchymal cell state observed in human tumours and cancer cell lines has been associated with resistance to multiple treatment modalities across diverse cancer lineages, but the mechanistic underpinning for this state has remained incompletely understood. Here we molecularly characterize this therapy-resistant high-mesenchymal cell state in human cancer cell lines and organoids and show that it depends on a druggable lipid-peroxidase pathway that protects against ferroptosis, a non-apoptotic form of cell death induced by the build-up of toxic lipid peroxides. We show that this cell state is characterized by activity of enzymes that promote the synthesis of polyunsaturated lipids. These lipids are the substrates for lipid peroxidation by lipoxygenase enzymes. This lipid metabolism creates a dependency on pathways converging on the phospholipid glutathione peroxidase (GPX4), a selenocysteine-containing enzyme that dissipates lipid peroxides and thereby prevents the iron-mediated reactions of peroxides that induce ferroptotic cell death. Dependency on GPX4 was found to exist across diverse therapy-resistant states characterized by high expression of ZEB1, including epithelial-mesenchymal transition in epithelial-derived carcinomas, TGFβ-mediated therapy-resistance in melanoma, treatment-induced neuroendocrine transdifferentiation in prostate cancer, and sarcomas, which are fixed in a mesenchymal state owing to their cells of origin. We identify vulnerability to ferroptic cell death induced by inhibition of a lipid peroxidase pathway as a feature of therapy-resistant cancer cells across diverse mesenchymal cell-state contexts.
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Affiliation(s)
| | - Matthew J Ryan
- Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Harshil D Dhruv
- Cancer and Cell Biology Division, The Translational Genomics Research Institute, 445 N 5th Street, Phoenix, Arizona 85004, USA
| | - Shubhroz Gill
- Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Ossia M Eichhoff
- Department of Dermatology, University of Zurich, University Hospital of Zurich, Wagistrasse 14, CH-8952, Schlieren, Zürich, Switzerland
| | | | - Samuel D Kaffenberger
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
| | - John K Eaton
- Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Kenichi Shimada
- Laboratory of Systems Pharmacology, Harvard Medical School, 200 Longwood Avenue, Boston, Massachusetts 02115, USA
| | - Andrew J Aguirre
- Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, USA.,Department of Medical Oncology, Dana Farber Cancer Institute, Boston, Massachusetts 02115, USA
| | - Srinivas R Viswanathan
- Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, USA.,Department of Medical Oncology, Dana Farber Cancer Institute, Boston, Massachusetts 02115, USA
| | | | - Pablo Tamayo
- Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, USA.,Moores Cancer Center &Department of Medicine, School of Medicine, University of California San Diego, La Jolla, California 92093, USA
| | - Wan Seok Yang
- Department of Biological Sciences, St. John's University, 8000 Utopia Parkway, Queens, New York 11439, USA
| | - Matthew G Rees
- Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Sixun Chen
- Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Zarko V Boskovic
- Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Sarah Javaid
- Massachusetts General Hospital Cancer Center, 149 13th Street, Charlestown, Massachusetts 02129, USA
| | - Cherrie Huang
- Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Xiaoyun Wu
- Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Yuen-Yi Tseng
- Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Elisabeth M Roider
- Department of Dermatology, University of Zurich, University Hospital of Zurich, Wagistrasse 14, CH-8952, Schlieren, Zürich, Switzerland
| | - Dong Gao
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
| | - James M Cleary
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, Massachusetts 02115, USA
| | - Brian M Wolpin
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, Massachusetts 02115, USA
| | - Jill P Mesirov
- Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, USA.,Moores Cancer Center &Department of Medicine, School of Medicine, University of California San Diego, La Jolla, California 92093, USA
| | - Daniel A Haber
- Massachusetts General Hospital Cancer Center, 149 13th Street, Charlestown, Massachusetts 02129, USA.,Howard Hughes Medical Institute, Chevy Chase, Maryland 20815, USA
| | - Jeffrey A Engelman
- Oncology Disease Area, Novartis Institute for Biomedical Research, Cambridge, Massachusetts 02139, USA
| | - Jesse S Boehm
- Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Joanne D Kotz
- Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Cindy S Hon
- Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Yu Chen
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
| | - William C Hahn
- Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, USA.,Department of Medical Oncology, Dana Farber Cancer Institute, Boston, Massachusetts 02115, USA
| | - Mitchell P Levesque
- Department of Dermatology, University of Zurich, University Hospital of Zurich, Wagistrasse 14, CH-8952, Schlieren, Zürich, Switzerland
| | - John G Doench
- Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Michael E Berens
- Cancer and Cell Biology Division, The Translational Genomics Research Institute, 445 N 5th Street, Phoenix, Arizona 85004, USA
| | - Alykhan F Shamji
- Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Paul A Clemons
- Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Brent R Stockwell
- Department of Biological Sciences, Department of Chemistry, Columbia University, 550 West 120th Street, New York, New York 10027, USA
| | - Stuart L Schreiber
- Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, USA.,Howard Hughes Medical Institute, Chevy Chase, Maryland 20815, USA.,Department of Chemistry and Chemical Biology, Harvard University, 12 Oxford St., Cambridge, Massachusetts 02138, USA
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Ahronian LG, Misale S, Godfrey JT, Nishimura K, Chen L, Engelman JA, Corcoran RB. Abstract 101: Adaptive feedback reactivates MAPK signaling in KRAS-mutant cancers with inhibition of MEK, but not ERK. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-101] [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
Activating mutations in the KRAS oncogene occur in about 40% of colorectal cancers (CRCs) and over 90% of pancreatic ductal adenocarcinomas (PDACs). Since development of small molecules capable of inhibiting KRAS directly has proven difficult, alternative strategies have instead focused on inhibiting downstream effector pathways, such as the MAPK pathway. However, inhibition of the MAPK pathway alone with MEK inhibitors, such as selumetinib and trametinib, produces only cytostatic effects and is insufficient to kill KRAS-mutant cancer cells.
We hypothesized that inhibition of an additional kinase during MEK inhibitor treatment could improve response. We performed a kinase-targeting shRNA screen to find kinases whose knockdown would cooperate with trametinib in KRAS-mutant CRC and PDAC cell lines. The kinases found in this screen represent potential therapeutic targets to inhibit in combination with MEK.
Interestingly, despite using a very high concentration of trametinib in the screen to enrich for hits outside of the MAPK pathway, the most highly ranked kinases in the screen were members of the MAPK pathway, including ARAF, BRAF, CRAF, and MEK1. This suggests that even at high concentration, trametinib produces suboptimal MAPK inhibition. Indeed, we found that while MEK inhibitors produce robust inhibition of MAPK signaling initially, pathway reactivation was observed by 48-96 hours despite regular replenishment of drug. This feedback reactivation was accompanied by marked increases in active CRAF and phosphorylated MEK. In fact, experimental approaches that artificially increased upstream signaling flux through the MAPK pathway led to a >10-fold reduction in the ability of MEK inhibitors to inhibit the MAPK pathway.
Remarkably, despite triggering the same degree of adaptive upstream MAPK signaling as seen with MEK inhibitor, we found that ERK inhibitors were able to maintain MAPK pathway suppression. Importantly, these differences in MAPK pathway suppression amount to differences in cell viability. Over four weeks, ERK inhibitor treatment reduces the outgrowth of KRAS-mutant cell lines compared to those treated with MEK inhibitors. Additionally, as these inhibitors are not used as monotherapies, replacement of trametinib with an ERK inhibitor in therapeutically relevant combination treatments improved cell responses over four weeks.
Despite the feedback reactivation of the MAPK pathway, we find that ERK inhibitors are less sensitive to this signaling than MEK inhibitors, and can effectively maintain suppression of MAPK signaling. The findings of our screen demonstrate that MAPK pathway targeting is key to successful treatment of KRAS-mutant cancers, and that ERK inhibition provides greater opportunity for inactivating MAPK. Further exploration into the mechanisms of pathway feedback will be necessary to developing valuable clinical combinations for KRAS-mutant cancers.
Citation Format: Leanne G. Ahronian, Sandra Misale, Jason T. Godfrey, Koki Nishimura, Lifeng Chen, Jeffrey A. Engelman, Ryan B. Corcoran. Adaptive feedback reactivates MAPK signaling in KRAS-mutant cancers with inhibition of MEK, but not ERK [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 101. doi:10.1158/1538-7445.AM2017-101
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Affiliation(s)
| | - Sandra Misale
- Massachusetts General Hospital Cancer Center, Charlestown, MA
| | | | - Koki Nishimura
- Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - Lifeng Chen
- Massachusetts General Hospital Cancer Center, Charlestown, MA
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Ferraro GB, Kodack DP, Askoxylakis V, Sheng Q, Badeaux M, Goel S, Qi X, Shankaraiah R, Cao AZ, Ramjiawan RR, Bezwada D, Patel B, Song Y, Costa C, Naxerova K, Wong C, Kloepper J, Das R, Tam A, Tanboon J, Duda DG, Miller RC, Siegel MB, Anders CK, Sanders M, Estrada VM, Schlegel R, Arteaga CL, Brachtel E, Huang A, Fukumura D, Engelman JA, Jain RK. Abstract 5008: The brain microenvironment mediates resistance in luminal breast cancer to PI3K inhibition through HER3 activation. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-5008] [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
Brain metastases represent a devastating progression of luminal breast cancer. While targeted therapies are often effective systemically, they fail to adequately control brain metastases. In preclinical models that faithfully recapitulate the disparate clinical responses in these microenvironments, we observed that brain metastases evade PI3K inhibition despite efficient drug delivery. In comparison to extracranial disease, there is increased HER3 expression and phosphorylation in the brain lesions. HER3 blockade overcomes the resistance of both HER2-amplified and/or PIK3CA-mutant breast cancer brain metastases to PI3K inhibitors, leading to striking tumor growth delay and significant improvement of mouse survival. Collectively, these data provide a mechanistic basis underlying therapeutic resistance in the brain microenvironment and identify rapidly translatable treatment strategiesfor HER2-amplified and/or PIK3CA-mutant breast cancer brain metastases.
Citation Format: Gino B. Ferraro, David P. Kodack, Vasileios Askoxylakis, Qing Sheng, Mark Badeaux, Shom Goel, Xiaolong Qi, Ram Shankaraiah, Alexander Z. Cao, Rakesh R. Ramjiawan, Divya Bezwada, Bhushankumar Patel, Youngchul Song, Carlotta Costa, Kamila Naxerova, Christina Wong, Jonas Kloepper, Rita Das, Angela Tam, Jantima Tanboon, Dan G. Duda, Ryan C. Miller, Marni B. Siegel, Carey K. Anders, Melinda Sanders, Valeria M. Estrada, Robert Schlegel, Carlos L. Arteaga, Elena Brachtel, Alan Huang, Dai Fukumura, Jeffrey A. Engelman, Rakesh K. Jain. The brain microenvironment mediates resistance in luminal breast cancer to PI3K inhibition through HER3 activation [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 5008. doi:10.1158/1538-7445.AM2017-5008
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Affiliation(s)
- Gino B. Ferraro
- 1Massachusetts General Hospital / Harvard Medical School, Boston, MA
| | - David P. Kodack
- 1Massachusetts General Hospital / Harvard Medical School, Boston, MA
| | | | | | - Mark Badeaux
- 1Massachusetts General Hospital / Harvard Medical School, Boston, MA
| | - Shom Goel
- 3Massachusetts General Hospital / Harvard Medical School / Dana Farber Cancer Institute, Boston, MA
| | - Xiaolong Qi
- 1Massachusetts General Hospital / Harvard Medical School, Boston, MA
| | - Ram Shankaraiah
- 1Massachusetts General Hospital / Harvard Medical School, Boston, MA
| | | | | | - Divya Bezwada
- 1Massachusetts General Hospital / Harvard Medical School, Boston, MA
| | | | - Youngchul Song
- 1Massachusetts General Hospital / Harvard Medical School, Boston, MA
| | - Carlotta Costa
- 1Massachusetts General Hospital / Harvard Medical School, Boston, MA
| | - Kamila Naxerova
- 1Massachusetts General Hospital / Harvard Medical School, Boston, MA
| | - Christina Wong
- 1Massachusetts General Hospital / Harvard Medical School, Boston, MA
| | - Jonas Kloepper
- 1Massachusetts General Hospital / Harvard Medical School, Boston, MA
| | | | | | - Jantima Tanboon
- 1Massachusetts General Hospital / Harvard Medical School, Boston, MA
| | - Dan G. Duda
- 1Massachusetts General Hospital / Harvard Medical School, Boston, MA
| | - Ryan C. Miller
- 4Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC
| | - Marni B. Siegel
- 4Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC
| | - Carey K. Anders
- 4Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC
| | | | | | | | | | - Elena Brachtel
- 1Massachusetts General Hospital / Harvard Medical School, Boston, MA
| | | | - Dai Fukumura
- 1Massachusetts General Hospital / Harvard Medical School, Boston, MA
| | | | - Rakesh K. Jain
- 1Massachusetts General Hospital / Harvard Medical School, Boston, MA
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Dardaei L, Wang HQ, Fordjour P, Singh M, Kerr G, Yoda S, Liang J, Cao Y, Chen Y, Gainor JF, Friboulet L, Dagogo-Jack I, Myers DT, Labrot E, Ruddy D, Parks M, Lee D, DiCecca RH, Moody S, Hao H, Mohseni M, LaMarche M, Williams J, Hoffmaster K, Caponigro G, Benes CH, Shaw AT, Hata AN, Li F, Engelman JA. Abstract 1007: SHP2 inhibition restores sensitivity to ALK inhibition in resistant ALK-rearranged non-small cell lung cancer (NSCLC). Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-1007] [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
Despite development of highly potent and selective inhibitors (e.g., ceritinib, alectinib, lorlatinib) targeting anaplastic lymphoma kinase (ALK), resistance invariably develops and limits the efficacy of these inhibitors in the clinic. The major classes of resistance are on-target genetic alterations (e.g., secondary ALK kinase domain mutations) and activation of alternative or bypass signaling pathways. While most patients are responsive to sequential treatment with two or more ALK inhibitors, ALK-independent resistance eventually emerges and leads to failure of further ALK-directed monotherapy. We used a synthetic lethal pooled shRNA screen to discover loss-of-function events that could sensitize resistant patient-derived cell lines to ALK inhibition. In addition to identifying known bypass targets such as FGFR, EGFR and SRC, we also identified PTPN11 (which encodes SHP2, a non-receptor protein tyrosine phosphatase that modulates signaling downstream of growth factor receptors) as a common hit shared by cell lines exhibiting different mechanisms of bypass activation. In parallel with the shRNA screen, we also performed a high throughput combination compound screen in the same patient-derived models, and identified activation of the same bypass signaling pathways. We showed that the highly potent and selective small-molecule SHP2 inhibitor SHP099 could sensitize resistant cell lines to ALK inhibition. In biochemical studies, co-targeting of ALK and SHP2 overcame resistance mediated by ALK-independent bypass mechanisms by decreasing RAS-GTP loading potential of cells and inhibiting phospho-ERK rebound. These results suggest that dual ALK and SHP2 inhibition may represent a new therapeutic strategy for ALK-positive patients, whose lung cancers have evolved ALK-independent mechanisms of resistance, including activation of bypass signaling pathways.
Citation Format: Leila Dardaei, Hui Qin Wang, Paul Fordjour, Manrose Singh, Grainne Kerr, Satoshi Yoda, Jinsheng Liang, Yichen Cao, Yan Chen, Justin F. Gainor, Luc Friboulet, Ibiayi Dagogo-Jack, David T. Myers, Emma Labrot, David Ruddy, Melissa Parks, Dana Lee, Richard H. DiCecca, Susan Moody, Huaixiang Hao, Morvarid Mohseni, Matthew LaMarche, Juliet Williams, Keith Hoffmaster, Giordano Caponigro, Cyril H. Benes, Alice T. Shaw, Aaron N. Hata, Fang Li, Jeffrey A. Engelman. SHP2 inhibition restores sensitivity to ALK inhibition in resistant ALK-rearranged non-small cell lung cancer (NSCLC) [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 1007. doi:10.1158/1538-7445.AM2017-1007
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Affiliation(s)
- Leila Dardaei
- 1Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - Hui Qin Wang
- 2Novartis Institutes for BioMedical Research, Cambridge, MA
| | - Paul Fordjour
- 2Novartis Institutes for BioMedical Research, Cambridge, MA
| | - Manrose Singh
- 1Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - Grainne Kerr
- 2Novartis Institutes for BioMedical Research, Cambridge, MA
| | - Satoshi Yoda
- 1Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - Jinsheng Liang
- 2Novartis Institutes for BioMedical Research, Cambridge, MA
| | - Yichen Cao
- 2Novartis Institutes for BioMedical Research, Cambridge, MA
| | - Yan Chen
- 2Novartis Institutes for BioMedical Research, Cambridge, MA
| | | | | | | | - David T. Myers
- 1Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - Emma Labrot
- 2Novartis Institutes for BioMedical Research, Cambridge, MA
| | - David Ruddy
- 2Novartis Institutes for BioMedical Research, Cambridge, MA
| | - Melissa Parks
- 1Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - Dana Lee
- 1Massachusetts General Hospital Cancer Center, Charlestown, MA
| | | | - Susan Moody
- 2Novartis Institutes for BioMedical Research, Cambridge, MA
| | - Huaixiang Hao
- 2Novartis Institutes for BioMedical Research, Cambridge, MA
| | | | | | | | | | | | - Cyril H. Benes
- 1Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - Alice T. Shaw
- 1Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - Aaron N. Hata
- 1Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - Fang Li
- 2Novartis Institutes for BioMedical Research, Cambridge, MA
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Abstract
Abstract
Anaplastic lymphoma kinase (ALK) rearrangements are important therapeutic targets in non-small cell lung cancer. They are currently treated with the first-generation ALK inhibitor crizotnib followed by more potent, second-generation ALK inhibitors, such as ceritinib, alectinib, or brigatinib. We reported different spectrums of ALK resistance mutations in the biopsies from patients progressing on these drugs. G1202R mutation was found more frequently after treatment with second generation ALK inhibitors. In addition to these drugs, the third-generation ALK inhibitor lorlatinib is currently being evaluated in phase 2 clinical trial. Ba/F3 models indicated that all single ALK mutants are sensitive to lorlatinib and some compound ALK mutations are resistant to lorlatinib. In this study, we performed accelerated mutagenesis screen on Ba/F3 models to predict the resistance mutations which potentially emerge in the patients treated with lorlatinib. Briefly, Ba/F3 cells expressing wild type EML4-ALK or mutant EML4-ALK containing C1156Y, F1174C, L1196M, G1202R, or G1269A were exposed to N-ethyl-N-nitrosourea (ENU). After a 24-hour incubation in normal media, the cells were seeded in 96-well plates and incubated in lorlatinib for 4 weeks. ALK kinase domain was sequenced in clones growing in lorlatinib to identify possible new mutations. As a result, Ba/F3 cells harboring wild type EML4-ALK did not show any mutation on ALK kinase domain. Crizotinib was used as a control to validate the efficiency of mutagenesis. We identified eight different mutations in clones growing in crizotinib, and those were reflecting the spectrum of mutations in the crizotinib-treated patients. Ba/F3 cells with mutant EML4-ALK showed additional compound mutations after incubation with lorlatinib. Those mutations included L1196M + L1198F and G1202R + L1198F which showed high resistance to lorlatinib in Ba/F3 models. Ba/F3 cells with different mutant EML4-ALK showed a distinct spectrum and different frequency of additional mutations. In conclusion, this study predicted that no single mutation would emerge to confer resistance to lorlatinib. Thus, compound mutations and ALK-independent mechanisms become essential mechanisms for lorlatinib resistance.
Citation Format: Satoshi Yoda, Leila Dardaei, Manrose Singh, Jeffrey A. Engelman, Alice T. Shaw, Aaron N. Hata. Prediction of ALK mutations associated with acquired resistance to lorlatinib [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 3144. doi:10.1158/1538-7445.AM2017-3144
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Bialucha CU, Collins SD, Li X, Saxena P, Zhang X, Dürr C, Lafont B, Prieur P, Shim Y, Mosher R, Lee D, Ostrom L, Hu T, Bilic S, Rajlic IL, Capka V, Jiang W, Wagner JP, Elliott G, Veloso A, Piel JC, Flaherty MM, Mansfield KG, Meseck EK, Rubic-Schneider T, London AS, Tschantz WR, Kurz M, Nguyen D, Bourret A, Meyer MJ, Faris JE, Janatpour MJ, Chan VW, Yoder NC, Catcott KC, McShea MA, Sun X, Gao H, Williams J, Hofmann F, Engelman JA, Ettenberg SA, Sellers WR, Lees E. Discovery and Optimization of HKT288, a Cadherin-6-Targeting ADC for the Treatment of Ovarian and Renal Cancers. Cancer Discov 2017; 7:1030-1045. [PMID: 28526733 DOI: 10.1158/2159-8290.cd-16-1414] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2016] [Revised: 04/11/2017] [Accepted: 05/10/2017] [Indexed: 11/16/2022]
Abstract
Despite an improving therapeutic landscape, significant challenges remain in treating the majority of patients with advanced ovarian or renal cancer. We identified the cell-cell adhesion molecule cadherin-6 (CDH6) as a lineage gene having significant differential expression in ovarian and kidney cancers. HKT288 is an optimized CDH6-targeting DM4-based antibody-drug conjugate (ADC) developed for the treatment of these diseases. Our study provides mechanistic evidence supporting the importance of linker choice for optimal antitumor activity and highlights CDH6 as an antigen for biotherapeutic development. To more robustly predict patient benefit of targeting CDH6, we incorporate a population-based patient-derived xenograft (PDX) clinical trial (PCT) to capture the heterogeneity of response across an unselected cohort of 30 models-a novel preclinical approach in ADC development. HKT288 induces durable tumor regressions of ovarian and renal cancer models in vivo, including 40% of models on the PCT, and features a preclinical safety profile supportive of progression toward clinical evaluation.Significance: We identify CDH6 as a target for biotherapeutics development and demonstrate how an integrated pharmacology strategy that incorporates mechanistic pharmacodynamics and toxicology studies provides a rich dataset for optimizing the therapeutic format. We highlight how a population-based PDX clinical trial and retrospective biomarker analysis can provide correlates of activity and response to guide initial patient selection for first-in-human trials of HKT288. Cancer Discov; 7(9); 1030-45. ©2017 AACR.This article is highlighted in the In This Issue feature, p. 920.
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Affiliation(s)
- Carl U Bialucha
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts.
| | - Scott D Collins
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Xiao Li
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Parmita Saxena
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Xiamei Zhang
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Clemens Dürr
- Novartis Institutes for Biomedical Research, Novartis Campus, Basel, Switzerland
| | - Bruno Lafont
- Novartis Institutes for Biomedical Research, Novartis Campus, Basel, Switzerland
| | - Pierric Prieur
- Novartis Institutes for Biomedical Research, Novartis Campus, Basel, Switzerland
| | - Yeonju Shim
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Rebecca Mosher
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - David Lee
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Lance Ostrom
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Tiancen Hu
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Sanela Bilic
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | | | - Vladimir Capka
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Wei Jiang
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Joel P Wagner
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - GiNell Elliott
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Artur Veloso
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Jessica C Piel
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Meghan M Flaherty
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Keith G Mansfield
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Emily K Meseck
- Novartis Institutes for Biomedical Research, East Hanover, New Jersey
| | - Tina Rubic-Schneider
- Novartis Institutes for Biomedical Research, Campus Klybeckstrasse, Basel, Switzerland
| | | | | | - Markus Kurz
- Novartis Pharma AG, Novartis Campus, Basel, Switzerland
| | - Duc Nguyen
- Novartis Pharma, Cambridge, Massachusetts
| | - Aaron Bourret
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Matthew J Meyer
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Jason E Faris
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Mary J Janatpour
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Vivien W Chan
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | | | | | | | | | - Hui Gao
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Juliet Williams
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Francesco Hofmann
- Novartis Institutes for Biomedical Research, Campus Klybeckstrasse, Basel, Switzerland
| | | | - Seth A Ettenberg
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - William R Sellers
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Emma Lees
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
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Gotwals P, Cameron S, Cipolletta D, Cremasco V, Crystal A, Hewes B, Mueller B, Quaratino S, Sabatos-Peyton C, Petruzzelli L, Engelman JA, Dranoff G. Prospects for combining targeted and conventional cancer therapy with immunotherapy. Nat Rev Cancer 2017; 17:286-301. [PMID: 28338065 DOI: 10.1038/nrc.2017.17] [Citation(s) in RCA: 640] [Impact Index Per Article: 91.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Over the past 25 years, research in cancer therapeutics has largely focused on two distinct lines of enquiry. In one approach, efforts to understand the underlying cell-autonomous, genetic drivers of tumorigenesis have led to the development of clinically important targeted agents that result in profound, but often not durable, tumour responses in genetically defined patient populations. In the second parallel approach, exploration of the mechanisms of protective tumour immunity has provided several therapeutic strategies - most notably the 'immune checkpoint' antibodies that reverse the negative regulators of T cell function - that accomplish durable clinical responses in subsets of patients with various tumour types. The integration of these potentially complementary research fields provides new opportunities to improve cancer treatments. Targeted and immune-based therapies have already transformed the standard-of-care for several malignancies. However, additional insights into the effects of targeted therapies, along with conventional chemotherapy and radiation therapy, on the induction of antitumour immunity will help to advance the design of combination strategies that increase the rate of complete and durable clinical response in patients.
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Affiliation(s)
- Philip Gotwals
- Exploratory Immuno-Oncology, Novartis Institutes for BioMedical Research
| | - Scott Cameron
- Translational Clinical Oncology, Novartis Institutes for BioMedical Research
| | - Daniela Cipolletta
- Exploratory Immuno-Oncology, Novartis Institutes for BioMedical Research
| | - Viviana Cremasco
- Exploratory Immuno-Oncology, Novartis Institutes for BioMedical Research
| | - Adam Crystal
- Translational Clinical Oncology, Novartis Institutes for BioMedical Research
| | - Becker Hewes
- Translational Clinical Oncology, Novartis Institutes for BioMedical Research
| | - Britta Mueller
- Exploratory Immuno-Oncology, Novartis Institutes for BioMedical Research
| | - Sonia Quaratino
- Translational Clinical Oncology, Novartis Institutes for BioMedical Research
| | | | - Lilli Petruzzelli
- Translational Clinical Oncology, Novartis Institutes for BioMedical Research
| | - Jeffrey A Engelman
- Oncology, Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, Massachusetts 02139, USA
| | - Glenn Dranoff
- Exploratory Immuno-Oncology, Novartis Institutes for BioMedical Research
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Abstract
Advances in genomics, an improved understanding of malignant transformation, and the development of potent small molecule inhibitors capable of targeting key kinases have led to the adoption of genotype-guided approaches for the treatment of advanced cancers. As regulators of complex signaling networks, tyrosine kinases are among the most attractive targets. Moreover, insight into the conserved three-dimensional structures of these kinases and their mechanism of activation has facilitated the development of selective tyrosine kinase inhibitors (TKIs). TKIs have shown robust clinical activity in many different oncogene-addicted cancers; however, resistance invariably develops. In a significant proportion of patients, resistance results from acquired genetic alterations within the kinase target that allow cancer cells to escape TKI-mediated growth suppression. In this review, we discuss clinically observed and preclinical on-target resistance events in oncogene-driven solid tumors and describe current and future therapeutic strategies to overcome this type of resistance.
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Affiliation(s)
- Ibiayi Dagogo-Jack
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts 02114;,
| | | | - Alice T. Shaw
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts 02114;,
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Krall EB, Wang B, Munoz DM, Ilic N, Raghavan S, Niederst MJ, Yu K, Ruddy DA, Aguirre AJ, Kim JW, Redig AJ, Gainor JF, Williams JA, Asara JM, Doench JG, Janne PA, Shaw AT, McDonald Iii RE, Engelman JA, Stegmeier F, Schlabach MR, Hahn WC. KEAP1 loss modulates sensitivity to kinase targeted therapy in lung cancer. eLife 2017; 6. [PMID: 28145866 PMCID: PMC5305212 DOI: 10.7554/elife.18970] [Citation(s) in RCA: 74] [Impact Index Per Article: 10.6] [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: 06/21/2016] [Accepted: 01/31/2017] [Indexed: 12/13/2022] Open
Abstract
Inhibitors that target the receptor tyrosine kinase (RTK)/Ras/mitogen-activated protein kinase (MAPK) pathway have led to clinical responses in lung and other cancers, but some patients fail to respond and in those that do resistance inevitably occurs (Balak et al., 2006; Kosaka et al., 2006; Rudin et al., 2013; Wagle et al., 2011). To understand intrinsic and acquired resistance to inhibition of MAPK signaling, we performed CRISPR-Cas9 gene deletion screens in the setting of BRAF, MEK, EGFR, and ALK inhibition. Loss of KEAP1, a negative regulator of NFE2L2/NRF2, modulated the response to BRAF, MEK, EGFR, and ALK inhibition in BRAF-, NRAS-, KRAS-, EGFR-, and ALK-mutant lung cancer cells. Treatment with inhibitors targeting the RTK/MAPK pathway increased reactive oxygen species (ROS) in cells with intact KEAP1, and loss of KEAP1 abrogated this increase. In addition, loss of KEAP1 altered cell metabolism to allow cells to proliferate in the absence of MAPK signaling. These observations suggest that alterations in the KEAP1/NRF2 pathway may promote survival in the presence of multiple inhibitors targeting the RTK/Ras/MAPK pathway. DOI:http://dx.doi.org/10.7554/eLife.18970.001
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Affiliation(s)
- Elsa B Krall
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, United States.,Broad Institute of Harvard and MIT, Cambridge, United States.,Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, United States
| | - Belinda Wang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, United States.,Broad Institute of Harvard and MIT, Cambridge, United States.,Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, United States
| | - Diana M Munoz
- Oncology Disease Area, Novartis Institute for Biomedical Research, Cambridge, United States
| | - Nina Ilic
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, United States.,Broad Institute of Harvard and MIT, Cambridge, United States.,Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, United States
| | - Srivatsan Raghavan
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, United States.,Broad Institute of Harvard and MIT, Cambridge, United States.,Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, United States
| | - Matthew J Niederst
- Oncology Disease Area, Novartis Institute for Biomedical Research, Cambridge, United States
| | - Kristine Yu
- Oncology Disease Area, Novartis Institute for Biomedical Research, Cambridge, United States
| | - David A Ruddy
- Oncology Disease Area, Novartis Institute for Biomedical Research, Cambridge, United States
| | - Andrew J Aguirre
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, United States.,Broad Institute of Harvard and MIT, Cambridge, United States.,Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, United States
| | - Jong Wook Kim
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, United States.,Broad Institute of Harvard and MIT, Cambridge, United States.,Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, United States
| | - Amanda J Redig
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, United States.,Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, United States
| | - Justin F Gainor
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, United States
| | - Juliet A Williams
- Oncology Disease Area, Novartis Institute for Biomedical Research, Cambridge, United States
| | - John M Asara
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, United States.,Cancer Center, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, United States
| | - John G Doench
- Broad Institute of Harvard and MIT, Cambridge, United States
| | - Pasi A Janne
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, United States.,Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, United States
| | - Alice T Shaw
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, United States
| | - Robert E McDonald Iii
- Oncology Disease Area, Novartis Institute for Biomedical Research, Cambridge, United States
| | - Jeffrey A Engelman
- Oncology Disease Area, Novartis Institute for Biomedical Research, Cambridge, United States
| | - Frank Stegmeier
- Oncology Disease Area, Novartis Institute for Biomedical Research, Cambridge, United States
| | - Michael R Schlabach
- Oncology Disease Area, Novartis Institute for Biomedical Research, Cambridge, United States
| | - William C Hahn
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, United States.,Broad Institute of Harvard and MIT, Cambridge, United States.,Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, United States
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46
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Sequist LV, Piotrowska Z, Niederst MJ, Heist RS, Digumarthy S, Shaw AT, Engelman JA. Osimertinib Responses After Disease Progression in Patients Who Had Been Receiving Rociletinib. JAMA Oncol 2016; 2:541-3. [PMID: 26720284 DOI: 10.1001/jamaoncol.2015.5009] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Affiliation(s)
- Lecia V Sequist
- Massachusetts General Hospital Cancer Center, Boston2Harvard Medical School, Boston, Massachusetts
| | - Zofia Piotrowska
- Massachusetts General Hospital Cancer Center, Boston2Harvard Medical School, Boston, Massachusetts
| | - Matthew J Niederst
- Massachusetts General Hospital Cancer Center, Boston2Harvard Medical School, Boston, Massachusetts
| | - Rebecca S Heist
- Massachusetts General Hospital Cancer Center, Boston2Harvard Medical School, Boston, Massachusetts
| | - Subba Digumarthy
- Harvard Medical School, Boston, Massachusetts3Department of Radiology, Massachusetts General Hospital, Boston
| | - Alice T Shaw
- Massachusetts General Hospital Cancer Center, Boston2Harvard Medical School, Boston, Massachusetts
| | - Jeffrey A Engelman
- Massachusetts General Hospital Cancer Center, Boston2Harvard Medical School, Boston, Massachusetts
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Huynh TG, Morales-Oyarvide V, Campo MJ, Gainor JF, Bozkurtlar E, Uruga H, Zhao L, Gomez-Caraballo M, Hata AN, Mark EJ, Lanuti M, Engelman JA, Mino-Kenudson M. Programmed Cell Death Ligand 1 Expression in Resected Lung Adenocarcinomas: Association with Immune Microenvironment. J Thorac Oncol 2016; 11:1869-1878. [PMID: 27568346 DOI: 10.1016/j.jtho.2016.08.134] [Citation(s) in RCA: 75] [Impact Index Per Article: 9.4] [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: 04/26/2016] [Revised: 07/18/2016] [Accepted: 08/16/2016] [Indexed: 12/20/2022]
Abstract
INTRODUCTION Programmed cell death ligand 1 (PD-L1) expression on tumor cells can be upregulated via activation of CD8+ cytotoxic T lymphocytes (CTLs) or the T helper cell (Th1) pathway, counterbalancing the CTL/Th1 microenvironment. However, PD-L1 expression in association with subtypes of tumor-associated lymphocytes and molecular alterations has not been well characterized in lung adenocarcinomas. METHODS PD-L1 expression was evaluated in 261 resected lung adenocarcinomas using tissue microarrays and various scoring systems, and was correlated with clinicopathologic/molecular features, including the extent/subtype of tumor-associated lymphocytes (i.e., CD8, T-bet [Th1 transcription factor], and GATA3 [Th2 transcription factor]), and patient outcomes. RESULTS PD-L1 expression was present in 129 (49%), 95 (36.5%), and 62 (24%) cases using cutoffs of ≥1%, ≥5%, and ≥50%, respectively, 98 (38%) by H score and 72 (28%) by immune score. PD-L1 expression was associated with abundant CD8+ and/or T-bet+ tumor-infiltrating lymphocytes and EGFR wild-type, significant smoking history, and aggressive pathologic features. In addition, concurrent PD-L1 expression and abundant CD8+ tumor-associated lymphocytes were seen in 25% of KRAS mutants or cases with no alterations by clinical molecular testing as opposed to only 7.4% of EGFR mutants. PD-L1 expression was significantly associated with decreased progression-free and overall survival rates by univariate analysis, but not by multivariate analysis. CONCLUSION PD-L1 expression in resected lung adenocarcinomas is frequently observed in the presence of CTL/Th1 microenvironment, in particular in those with KRAS mutations or no common molecular alterations, suggesting that blockade of the PD-1/PD-L1 axis may be a promising treatment strategy to reinstitute active immune response for at least a subset of such patient populations.
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Affiliation(s)
- Tiffany G Huynh
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts
| | - Vicente Morales-Oyarvide
- Department of Epidemiology and Biostatistics, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | - Meghan J Campo
- Cancer Center, Massachusetts General Hospital, Boston, Massachusetts
| | - Justin F Gainor
- Cancer Center, Massachusetts General Hospital, Boston, Massachusetts; Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Emine Bozkurtlar
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts
| | - Hironori Uruga
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts
| | - Ling Zhao
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts
| | | | - Aaron N Hata
- Cancer Center, Massachusetts General Hospital, Boston, Massachusetts; Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Eugene J Mark
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts; Department of Pathology, Harvard Medical School, Boston, Massachusetts
| | - Michael Lanuti
- Division of Thoracic Surgery, Massachusetts General Hospital, Boston, Massachusetts; Department of Surgery, Harvard Medical School, Boston, Massachusetts
| | - Jeffrey A Engelman
- Cancer Center, Massachusetts General Hospital, Boston, Massachusetts; Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Mari Mino-Kenudson
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts; Department of Pathology, Harvard Medical School, Boston, Massachusetts.
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Campo M, Gerber D, Gainor JF, Heist RS, Temel JS, Shaw AT, Fidias P, Muzikansky A, Engelman JA, Sequist LV. Acquired Resistance to First-Line Afatinib and the Challenges of Prearranged Progression Biopsies. J Thorac Oncol 2016; 11:2022-2026. [PMID: 27553514 DOI: 10.1016/j.jtho.2016.06.032] [Citation(s) in RCA: 64] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2016] [Revised: 08/08/2016] [Accepted: 08/11/2016] [Indexed: 12/15/2022]
Abstract
OBJECTIVES The mechanisms of acquired resistance to the irreversible EGFR inhibitor afatinib are not well documented. We performed this prospective clinical trial to determine the prevalence of the mutation T790M in afatinib-resistant patients. METHODS Eligible patients had EGFR mutations; they were tyrosine kinase inhibitor-naive and were treated with afatinib, 40 mg daily. At enrollment, patients consented to a future repeat biopsy at the time of acquired resistance. RESULTS A total of 24 patients were enrolled. The objective response rate was 58% (95% confidence interval [CI]: 37-78) with a median progression-free survival of 11.4 months (95% CI: 5.9-13.7) and median overall survival of 20.8 months (95% CI: 15.1-40.5). Of the 24 patients enrolled, 23 progressed and only 14 completed repeat biopsy at time of progression, with 11 samples sufficient for molecular analysis. Of those 11 patients, four (36% [95% CI: 10.9-69.2]) harbored T790M. CONCLUSIONS T790M is likely a common resistance mechanism in patients treated with first-line afatinib. Although repeat biopsies at progression are crucial in elucidating resistance mechanisms, this study suggests that clinical and technical issues often limit their feasibility, highlighting the importance of developing noninvasive tumor-genotyping strategies.
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Affiliation(s)
- Meghan Campo
- Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - David Gerber
- University of Texas Southwestern Medical School, Dallas, Texas
| | - Justin F Gainor
- Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Rebecca S Heist
- Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Jennifer S Temel
- Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Alice T Shaw
- Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Panos Fidias
- Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Alona Muzikansky
- Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Jeffrey A Engelman
- Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Lecia V Sequist
- Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts.
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49
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Lin JJ, Kennedy E, Sequist LV, Brastianos PK, Goodwin KE, Stevens S, Wanat AC, Stober LL, Digumarthy SR, Engelman JA, Shaw AT, Gainor JF. Clinical Activity of Alectinib in Advanced RET-Rearranged Non-Small Cell Lung Cancer. J Thorac Oncol 2016; 11:2027-2032. [PMID: 27544060 DOI: 10.1016/j.jtho.2016.08.126] [Citation(s) in RCA: 78] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2016] [Revised: 08/02/2016] [Accepted: 08/04/2016] [Indexed: 01/29/2023]
Abstract
INTRODUCTION Chromosomal rearrangements involving rearranged during transfection gene (RET) occur in 1% to 2% of NSCLCs and may confer sensitivity to rearranged during transfection (RET) inhibitors. Alectinib is an anaplastic lymphoma kinase tyrosine kinase inhibitor (TKI) that also has anti-RET activity in vitro. The clinical activity of alectinib in patients with RET-rearranged NSCLC has not yet been reported. METHODS We have described four patients with advanced RET-rearranged NSCLC who were treated with alectinib (600 mg twice daily [n = 3] or 900 mg twice daily [n = 1]) as part of single-patient compassionate use protocols or off-label use of the commercially available drug. RESULTS Four patients with metastatic RET-rearranged NSCLC were identified. Three of the four had received prior RET TKIs, including cabozantinib and experimental RET inhibitors. In total, we observed two (50%) objective radiographic responses after treatment with alectinib (one confirmed and one unconfirmed), with durations of therapy of 6 months and more than 5 months (treatment ongoing), respectively. Notably, one of these two patients had his dose of alectinib escalated to 900 mg twice daily and had clinical improvement in central nervous system metastases. In addition, one patient (25%) experienced a best response of stable disease lasting approximately 6 weeks (the drug discontinued for toxicity). A fourth patient who was RET TKI-naive had primary progression while receiving alectinib. CONCLUSIONS Alectinib demonstrated preliminary antitumor activity in patients with advanced RET-rearranged NSCLC, most of whom had received prior RET inhibitors. Larger prospective studies with longer follow-up are needed to assess the efficacy of alectinib in RET-rearranged NSCLC and other RET-driven malignancies. In parallel, development of more selective, potent RET TKIs is warranted.
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Affiliation(s)
- Jessica J Lin
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | | | - Lecia V Sequist
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | | | - Kelly E Goodwin
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | - Sara Stevens
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | | | - Lisa L Stober
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | - Subba R Digumarthy
- Department of Thoracic Imaging and Intervention, Massachusetts General Hospital, Boston, Massachusetts
| | | | - Alice T Shaw
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | - Justin F Gainor
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts.
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50
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Kodack DP, Held M, Damon L, Lee D, Parks M, Dicecca R, Greenberg M, Engelman JA, Benes CH. Abstract A13: Development of a drug response assessment platform for biopsy-derived tumor models. Clin Cancer Res 2016. [DOI: 10.1158/1557-3265.pdx16-a13] [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
Our labs have previously described a pharmacogenomic approach to identify therapeutic strategies in cancer cells derived directly from the biopsies of patients. These findings were made in pure cancer cell populations derived on the order of months. Our ultimate goal is to utilize one's own cancer cells for a personalized in vitro diagnostic test. Therefore, we aimed to develop a reliable method to analyze a high-throughput pharmacological screen in mixed cell populations with minimal cancer cells since this is the reality of fresh samples within weeks of the biopsy. The necessity for this is two-fold: first, the culture of patient biopsies is more successful on an irradiated fibroblast feeder layer and, second, noncancerous patient cells, including stromal fibroblasts, often survive biopsy culture. We identified a cocktail of two monoclonal antibodies, one against cytokeratin 8 and another against cytokeratin 18, as a consistent identifier of lung cancer cells that could be used in a high-throughput immunofluorescence-based assay. Drug sensitivity experiments with the immunofluorescence-based assay on patient-derived lung cancer cells mixed with feeder or stromal fibroblasts produced dose-response curves consistent with a pure cancer cell viability assay. We plan to utilize this assay to test the accuracy of patient-derived tumor models, obtained within weeks of biopsy, in mimicking patients' responses to targeted therapy. Ultimately, we hope this approach could help determine therapeutic choices for individual patients.
Citation Format: David P. Kodack, Matthew Held, Leah Damon, Dana Lee, Melissa Parks, Richard Dicecca, Max Greenberg, Jeffrey A. Engelman, Cyril H. Benes. Development of a drug response assessment platform for biopsy-derived tumor models. [abstract]. In: Proceedings of the AACR Special Conference: Patient-Derived Cancer Models: Present and Future Applications from Basic Science to the Clinic; Feb 11-14, 2016; New Orleans, LA. Philadelphia (PA): AACR; Clin Cancer Res 2016;22(16_Suppl):Abstract nr A13.
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Affiliation(s)
| | | | - Leah Damon
- Massachusetts General Hospital, Boston, MA
| | - Dana Lee
- Massachusetts General Hospital, Boston, MA
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