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Salas-Escabillas DJ, Hoffman MT, Moore JS, Brender SM, Wen HJ, Benitz S, Davis ET, Long D, Wombwell AM, Steele NG, Sears RC, Matsumoto I, DelGiorno KE, Crawford HC. Tuft cells transdifferentiate to neural-like progenitor cells in the progression of pancreatic cancer. bioRxiv 2024:2024.02.12.579982. [PMID: 38405804 PMCID: PMC10888969 DOI: 10.1101/2024.02.12.579982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDA) is partly initiated through the transdifferentiation of acinar cells to metaplastic ducts that act as precursors of neoplasia and cancer. Tuft cells are solitary chemosensory cells not found in the normal pancreas but arise in metaplasia and neoplasia, diminishing as neoplastic lesions progress to carcinoma. Metaplastic tuft cells (mTCs) function to suppress tumor progression through communication with the tumor microenvironment, but their fate during progression is unknown. To determine the fate of mTCs during PDA progression, we have created a lineage tracing model that uses a tamoxifen-inducible tuft-cell specific Pou2f3CreERT/+ driver to induce transgene expression, including the lineage tracer tdTomato or the oncogene Myc. mTC lineage trace models of pancreatic neoplasia and carcinoma were used to follow mTC fate. We found that mTCs, in the carcinoma model, transdifferentiate into neural-like progenitor cells (NRPs), a cell type associated with poor survival in PDA patients. Using conditional knock-out and overexpression systems, we found that Myc activity in mTCs is necessary and sufficient to induce this Tuft-to-Neuroendocrine-Transition (TNT).
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Affiliation(s)
- Daniel J. Salas-Escabillas
- Cancer Biology, University of Michigan, Ann Arbor, MI
- Department of Surgery, Henry Ford Health, Detroit, MI
| | - Megan T. Hoffman
- Department of Immunology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | | | | | - Hui-Ju Wen
- Department of Surgery, Henry Ford Health, Detroit, MI
| | - Simone Benitz
- Department of Surgery, Henry Ford Health, Detroit, MI
| | | | - Dan Long
- Department of Surgery, Henry Ford Health, Detroit, MI
| | | | | | - Rosalie C. Sears
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR
| | | | - Kathleen E. DelGiorno
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN
| | - Howard C. Crawford
- Department of Surgery, Henry Ford Health, Detroit, MI
- Cancer Biology Program, Wayne State University, Detroit, MI
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2
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Zogopoulos G, Haimi I, Sanoba SA, Everett JN, Wang Y, Katona BW, Farrell JJ, Grossberg AJ, Paiella S, Klute KA, Bi Y, Wallace MB, Kwon RS, Stoffel EM, Wadlow RC, Sussman DA, Merchant NB, Permuth JB, Golan T, Raitses-Gurevich M, Lowy AM, Liau J, Jeter JM, Lindberg JM, Chung DC, Earl J, Brentnall TA, Schrader KA, Kaul V, Huang C, Chandarana H, Smerdon C, Graff JJ, Kastrinos F, Kupfer SS, Lucas AL, Sears RC, Brand RE, Parmigiani G, Simeone DM. The Pancreatic Cancer Early Detection (PRECEDE) Study is a Global Effort to Drive Early Detection: Baseline Imaging Findings in High-Risk Individuals. J Natl Compr Canc Netw 2024; 22:158-166. [PMID: 38626807 DOI: 10.6004/jnccn.2023.7097] [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: 07/25/2023] [Accepted: 10/09/2023] [Indexed: 04/19/2024]
Abstract
BACKGROUND Pancreatic adenocarcinoma (PC) is a highly lethal malignancy with a survival rate of only 12%. Surveillance is recommended for high-risk individuals (HRIs), but it is not widely adopted. To address this unmet clinical need and drive early diagnosis research, we established the Pancreatic Cancer Early Detection (PRECEDE) Consortium. METHODS PRECEDE is a multi-institutional international collaboration that has undertaken an observational prospective cohort study. Individuals (aged 18-90 years) are enrolled into 1 of 7 cohorts based on family history and pathogenic germline variant (PGV) status. From April 1, 2020, to November 21, 2022, a total of 3,402 participants were enrolled in 1 of 7 study cohorts, with 1,759 (51.7%) meeting criteria for the highest-risk cohort (Cohort 1). Cohort 1 HRIs underwent germline testing and pancreas imaging by MRI/MR-cholangiopancreatography or endoscopic ultrasound. RESULTS A total of 1,400 participants in Cohort 1 (79.6%) had completed baseline imaging and were subclassified into 3 groups based on familial PC (FPC; n=670), a PGV and FPC (PGV+/FPC+; n=115), and a PGV with a pedigree that does not meet FPC criteria (PGV+/FPC-; n=615). One HRI was diagnosed with stage IIB PC on study entry, and 35.1% of HRIs harbored pancreatic cysts. Increasing age (odds ratio, 1.05; P<.001) and FPC group assignment (odds ratio, 1.57; P<.001; relative to PGV+/FPC-) were independent predictors of harboring a pancreatic cyst. CONCLUSIONS PRECEDE provides infrastructure support to increase access to clinical surveillance for HRIs worldwide, while aiming to drive early PC detection advancements through longitudinal standardized clinical data, imaging, and biospecimen captures. Increased cyst prevalence in HRIs with FPC suggests that FPC may infer distinct biological processes. To enable the development of PC surveillance approaches better tailored to risk category, we recommend adoption of subclassification of HRIs into FPC, PGV+/FPC+, and PGV+/FPC- risk groups by surveillance protocols.
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Affiliation(s)
| | - Ido Haimi
- 2New York University Langone Health, New York, NY
| | | | | | - Yifan Wang
- 1McGill University Health Centre, Montreal, Quebec, Canada
| | - Bryson W Katona
- 3University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | | | | | - Salvatore Paiella
- 6General and Pancreatic Surgery Unit, Pancreas Institute, University of Verona, Verona, Italy
| | | | - Yan Bi
- 8Mayo Clinic, Jacksonville, FL
| | | | | | | | | | | | | | | | - Talia Golan
- 13Sheba Medical Center and Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Maria Raitses-Gurevich
- 13Sheba Medical Center and Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | | | - Joy Liau
- 14UC San Diego Health, La Jolla, CA
| | | | | | - Daniel C Chung
- 17Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Julie Earl
- 18Ramón y Cajal Health Research Institute, Madrid, Spain
| | | | | | - Vivek Kaul
- 21University of Rochester Medical Center, Rochester, NY
| | | | | | | | - John J Graff
- 22Arbor Research Collaborative for Health, Ann Arbor, MI
| | - Fay Kastrinos
- 23Columbia University Irving Medical Center/Herbert Irving Comprehensive Cancer Center, New York, NY
| | | | - Aimee L Lucas
- 25Icahn School of Medicine at Mount Sinai, New York, NY
| | | | | | - Giovanni Parmigiani
- 27Dana-Farber Cancer Institute and Harvard T.H. Chan School of Public Health, Boston, MA
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3
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Grygoryev D, Ekstrom T, Manalo E, Link JM, Alshaikh A, Keith D, Allen-Petersen BL, Sheppard B, Morgan T, Soufi A, Sears RC, Kim J. Sendai virus is robust and consistent in delivering genes into human pancreatic cancer cells. Heliyon 2024; 10:e27221. [PMID: 38463758 PMCID: PMC10923719 DOI: 10.1016/j.heliyon.2024.e27221] [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] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2023] [Revised: 02/22/2024] [Accepted: 02/26/2024] [Indexed: 03/12/2024] Open
Abstract
Background Pancreatic ductal adenocarcinoma (PDAC) is a highly intratumorally heterogeneous disease that includes several subtypes and is highly plastic. Effective gene delivery to all PDAC cells is essential for modulating gene expression and identifying potential gene-based therapeutic targets in PDAC. Most current gene delivery systems for pancreatic cells are optimized for islet or acinar cells. Lentiviral vectors are the current main gene delivery vectors for PDAC, but their transduction efficiencies vary depending on pancreatic cell type, and are especially poor for the classical subtype of PDAC cells from both primary tumors and cell lines. Methods We systemically compare transduction efficiencies of glycoprotein G of vesicular stomatitis virus (VSV-G)-pseudotyped lentiviral and Sendai viral vectors in human normal pancreatic ductal and PDAC cells. Results We find that the Sendai viral vector gives the most robust gene delivery efficiency regardless of PDAC cell type. Therefore, we propose using Sendai viral vectors to transduce ectopic genes into PDAC cells.
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Affiliation(s)
- Dmytro Grygoryev
- Cancer Early Detection Advanced Research Center at Knight Cancer Institute, Oregon Health & Science University School of Medicine, USA
| | - Taelor Ekstrom
- Cancer Early Detection Advanced Research Center at Knight Cancer Institute, Oregon Health & Science University School of Medicine, USA
| | - Elise Manalo
- Cancer Early Detection Advanced Research Center at Knight Cancer Institute, Oregon Health & Science University School of Medicine, USA
| | - Jason M. Link
- Department of Molecular and Medical Genetics, Oregon Health & Science University School of Medicine, USA
- Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University School of Medicine, USA
| | - Amani Alshaikh
- The University of Edinburgh, Centre for Regenerative Medicine, Institute of Regeneration and Repair, Institute of Stem Cell Research, Edinburgh, UK
- King Abdulaziz City for Science and Technology, Health Sector (KACST), Riyadh, Saudi Arabia
| | - Dove Keith
- Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University School of Medicine, USA
| | - Brittany L. Allen-Petersen
- Department of Molecular and Medical Genetics, Oregon Health & Science University School of Medicine, USA
- Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University School of Medicine, USA
| | - Brett Sheppard
- Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University School of Medicine, USA
- Department of Surgery, Oregon Health & Science University School of Medicine, USA
| | - Terry Morgan
- Cancer Early Detection Advanced Research Center at Knight Cancer Institute, Oregon Health & Science University School of Medicine, USA
- Department of Pathology, Oregon Health & Science University School of Medicine, USA
- Cancer Biology Research Program, Knight Cancer Institute, Oregon Health & Science University School of Medicine, Portland, OR, 97201, USA
| | - Abdenour Soufi
- The University of Edinburgh, Centre for Regenerative Medicine, Institute of Regeneration and Repair, Institute of Stem Cell Research, Edinburgh, UK
| | - Rosalie C. Sears
- Department of Molecular and Medical Genetics, Oregon Health & Science University School of Medicine, USA
- Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University School of Medicine, USA
- Cancer Biology Research Program, Knight Cancer Institute, Oregon Health & Science University School of Medicine, Portland, OR, 97201, USA
| | - Jungsun Kim
- Cancer Early Detection Advanced Research Center at Knight Cancer Institute, Oregon Health & Science University School of Medicine, USA
- Department of Molecular and Medical Genetics, Oregon Health & Science University School of Medicine, USA
- Cancer Biology Research Program, Knight Cancer Institute, Oregon Health & Science University School of Medicine, Portland, OR, 97201, USA
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4
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Alshaikh A, Grygoryev D, Keith D, Sheppard B, Sears RC, Kim J, Soufi A. Reprogramming Pancreatic Ductal Adenocarcinoma to Pluripotency. J Vis Exp 2024. [PMID: 38372300 DOI: 10.3791/65811] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/20/2024] Open
Abstract
The generation of induced pluripotent stem cells (iPSCs) using transcription factors has been achieved from almost any differentiated cell type and has proved highly valuable for research and clinical applications. Interestingly, iPSC reprogramming of cancer cells, such as pancreatic ductal adenocarcinoma (PDAC), has been shown to revert the invasive PDAC phenotype and override the cancer epigenome. The differentiation of PDAC-derived iPSCs can recapitulate PDAC progression from its early pancreatic intraepithelial neoplasia (PanIN) precursor, revealing the molecular and cellular changes that occur early during PDAC progression. Therefore, PDAC-derived iPSCs can be used to model the earliest stages of PDAC for the discovery of early-detection diagnostic markers. This is particularly important for PDAC patients, who are typically diagnosed at the late metastatic stages due to a lack of reliable biomarkers for the earlier PanIN stages. However, reprogramming cancer cell lines, including PDAC, into pluripotency remains challenging, labor-intensive, and highly variable between different lines. Here, we describe a more consistent protocol for generating iPSCs from various human PDAC cell lines using bicistronic lentiviral vectors. The resulting iPSC lines are stable, showing no dependence on the exogenous expression of reprogramming factors or inducible drugs. Overall, this protocol facilitates the generation of a wide range of PDAC-derived iPSCs, which is essential for discovering early biomarkers that are more specific and representative of PDAC cases.
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Affiliation(s)
- Amani Alshaikh
- Centre for Regenerative Medicine, Institute of Regeneration and Repair, Institute of Stem Cell Research, The University of Edinburgh; King Abdulaziz City for Science and Technology Health Sector (KACST)
| | - Dmytro Grygoryev
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University
| | - Dove Keith
- Brenden-Colson Canter for Pancreatic Care, Oregon Health & Science University
| | - Brett Sheppard
- Brenden-Colson Canter for Pancreatic Care, Oregon Health & Science University; Department of Surgery, Oregon Health & Science University
| | - Rosalie C Sears
- Brenden-Colson Canter for Pancreatic Care, Oregon Health & Science University; Department of Molecular & Medical Genetics, Oregon Health & Science University
| | - Jungsun Kim
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University; Department of Molecular & Medical Genetics, Oregon Health & Science University
| | - Abdenour Soufi
- Centre for Regenerative Medicine, Institute of Regeneration and Repair, Institute of Stem Cell Research, The University of Edinburgh;
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5
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Habowski AN, Budagavi DP, Scherer SD, Aurora AB, Caligiuri G, Flynn WF, Langer EM, Brody JR, Sears RC, Foggetti G, Arnal Estape A, Nguyen DX, Politi KA, Shen X, Hsu DS, Peehl DM, Kurhanewicz J, Sriram R, Suarez M, Xiao S, Du Y, Li XN, Navone NM, Labanca E, Willey CD. Patient-Derived Models of Cancer in the NCI PDMC Consortium: Selection, Pitfalls, and Practical Recommendations. Cancers (Basel) 2024; 16:565. [PMID: 38339316 PMCID: PMC10854945 DOI: 10.3390/cancers16030565] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 01/16/2024] [Accepted: 01/20/2024] [Indexed: 02/12/2024] Open
Abstract
For over a century, early researchers sought to study biological organisms in a laboratory setting, leading to the generation of both in vitro and in vivo model systems. Patient-derived models of cancer (PDMCs) have more recently come to the forefront of preclinical cancer models and are even finding their way into clinical practice as part of functional precision medicine programs. The PDMC Consortium, supported by the Division of Cancer Biology in the National Cancer Institute of the National Institutes of Health, seeks to understand the biological principles that govern the various PDMC behaviors, particularly in response to perturbagens, such as cancer therapeutics. Based on collective experience from the consortium groups, we provide insight regarding PDMCs established both in vitro and in vivo, with a focus on practical matters related to developing and maintaining key cancer models through a series of vignettes. Although every model has the potential to offer valuable insights, the choice of the right model should be guided by the research question. However, recognizing the inherent constraints in each model is crucial. Our objective here is to delineate the strengths and limitations of each model as established by individual vignettes. Further advances in PDMCs and the development of novel model systems will enable us to better understand human biology and improve the study of human pathology in the lab.
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Affiliation(s)
- Amber N. Habowski
- Cold Spring Harbor Laboratory, Long Island, NY 11724, USA; (A.N.H.); (D.P.B.); (G.C.)
| | - Deepthi P. Budagavi
- Cold Spring Harbor Laboratory, Long Island, NY 11724, USA; (A.N.H.); (D.P.B.); (G.C.)
| | - Sandra D. Scherer
- Department of Oncologic Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, USA;
| | - Arin B. Aurora
- Children’s Research Institute and Department of Pediatrics, University of Texas Southwestern, Dallas, TX 75235, USA;
| | - Giuseppina Caligiuri
- Cold Spring Harbor Laboratory, Long Island, NY 11724, USA; (A.N.H.); (D.P.B.); (G.C.)
| | | | - Ellen M. Langer
- Division of Oncological Sciences, Oregon Health & Science University, Portland, OR 97239, USA;
| | - Jonathan R. Brody
- Department of Surgery, Oregon Health & Science University, Portland, OR 97239, USA;
| | - Rosalie C. Sears
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR 97239, USA;
| | | | - Anna Arnal Estape
- Department of Internal Medicine, Yale University, New Haven, CT 06520, USA;
| | - Don X. Nguyen
- Department of Pathology, Yale University, New Haven, CT 06520, USA; (D.X.N.); (K.A.P.)
| | - Katerina A. Politi
- Department of Pathology, Yale University, New Haven, CT 06520, USA; (D.X.N.); (K.A.P.)
| | - Xiling Shen
- Terasaki Institute for Biomedical Innovation, Los Angeles, CA 90024, USA;
| | - David S. Hsu
- Department of Medicine, Duke University, Durham, NC 27710, USA;
| | - Donna M. Peehl
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, CA 94158, USA; (D.M.P.); (J.K.); (R.S.)
| | - John Kurhanewicz
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, CA 94158, USA; (D.M.P.); (J.K.); (R.S.)
| | - Renuka Sriram
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, CA 94158, USA; (D.M.P.); (J.K.); (R.S.)
| | - Milagros Suarez
- Department of Pediatrics, Lurie Children’s Hospital of Chicago Northwestern University, Chicago, IL 60611, USA; (M.S.); (S.X.); (Y.D.); (X.-N.L.)
| | - Sophie Xiao
- Department of Pediatrics, Lurie Children’s Hospital of Chicago Northwestern University, Chicago, IL 60611, USA; (M.S.); (S.X.); (Y.D.); (X.-N.L.)
| | - Yuchen Du
- Department of Pediatrics, Lurie Children’s Hospital of Chicago Northwestern University, Chicago, IL 60611, USA; (M.S.); (S.X.); (Y.D.); (X.-N.L.)
| | - Xiao-Nan Li
- Department of Pediatrics, Lurie Children’s Hospital of Chicago Northwestern University, Chicago, IL 60611, USA; (M.S.); (S.X.); (Y.D.); (X.-N.L.)
| | - Nora M. Navone
- Department of Genitourinary Medical Oncology, David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (N.M.N.)
| | - Estefania Labanca
- Department of Genitourinary Medical Oncology, David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (N.M.N.)
| | - Christopher D. Willey
- Department of Radiation Oncology, University of Alabama at Birmingham, Birmingham, AL 35233, USA
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6
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Shah VM, Rizvi S, Smith A, Tsuda M, Krieger M, Pelz C, MacPherson K, Eng J, Chin K, Munks MW, Daniel CJ, Al-Fatease A, Yardimci GG, Langer EM, Brody JR, Sheppard BC, Alani AWG, Sears RC. Micelle-Formulated Juglone Effectively Targets Pancreatic Cancer and Remodels the Tumor Microenvironment. Pharmaceutics 2023; 15:2651. [PMID: 38139993 PMCID: PMC10747591 DOI: 10.3390/pharmaceutics15122651] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 11/06/2023] [Accepted: 11/10/2023] [Indexed: 12/24/2023] Open
Abstract
Pancreatic cancer remains a formidable challenge due to limited treatment options and its aggressive nature. In recent years, the naturally occurring anticancer compound juglone has emerged as a potential therapeutic candidate, showing promising results in inhibiting tumor growth and inducing cancer cell apoptosis. However, concerns over its toxicity have hampered juglone's clinical application. To address this issue, we have explored the use of polymeric micelles as a delivery system for juglone in pancreatic cancer treatment. These micelles, formulated using Poloxamer 407 and D-α-Tocopherol polyethylene glycol 1000 succinate, offer an innovative solution to enhance juglone's therapeutic potential while minimizing toxicity. In-vitro studies have demonstrated that micelle-formulated juglone (JM) effectively decreases proliferation and migration and increases apoptosis in pancreatic cancer cell lines. Importantly, in-vivo, JM exhibited no toxicity, allowing for increased dosing frequency compared to free drug administration. In mice, JM significantly reduced tumor growth in subcutaneous xenograft and orthotopic pancreatic cancer models. Beyond its direct antitumor effects, JM treatment also influenced the tumor microenvironment. In immunocompetent mice, JM increased immune cell infiltration and decreased stromal deposition and activation markers, suggesting an immunomodulatory role. To understand JM's mechanism of action, we conducted RNA sequencing and subsequent differential expression analysis on tumors that were treated with JM. The administration of JM treatment reduced the expression levels of the oncogenic protein MYC, thereby emphasizing its potential as a focused, therapeutic intervention. In conclusion, the polymeric micelles-mediated delivery of juglone holds excellent promise in pancreatic cancer therapy. This approach offers improved drug delivery, reduced toxicity, and enhanced therapeutic efficacy.
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Affiliation(s)
- Vidhi M. Shah
- Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University, 3181 Southwest Sam Jackson Park Road, Portland, OR 97239, USA; (V.M.S.)
| | - Syed Rizvi
- Department of Pharmaceutical Sciences, College of Pharmacy, Oregon State University, 2730 South Moody Avenue, Portland, OR 97201, USA
| | - Alexander Smith
- Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University, 3181 Southwest Sam Jackson Park Road, Portland, OR 97239, USA; (V.M.S.)
| | - Motoyuki Tsuda
- Department of Molecular and Medical Genetics, Oregon Health and Science University, 3181 Southwest Sam Jackson Park Road, Portland, OR 97239, USA
| | - Madeline Krieger
- Cancer Early Detection Advanced Research Center, School of Medicine, Oregon Health and Science University, Portland, OR 97239, USA
| | - Carl Pelz
- Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University, 3181 Southwest Sam Jackson Park Road, Portland, OR 97239, USA; (V.M.S.)
- Department of Molecular and Medical Genetics, Oregon Health and Science University, 3181 Southwest Sam Jackson Park Road, Portland, OR 97239, USA
| | - Kevin MacPherson
- Department of Molecular and Medical Genetics, Oregon Health and Science University, 3181 Southwest Sam Jackson Park Road, Portland, OR 97239, USA
| | - Jenny Eng
- Department of Molecular and Medical Genetics, Oregon Health and Science University, 3181 Southwest Sam Jackson Park Road, Portland, OR 97239, USA
| | - Koei Chin
- Cancer Early Detection Advanced Research Center, School of Medicine, Oregon Health and Science University, Portland, OR 97239, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA
- Department of Biomedical Engineering, Oregon Health and Science University, 3181 Southwest Sam Jackson Park Road, Portland, OR 97239, USA
| | - Michael W. Munks
- Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University, 3181 Southwest Sam Jackson Park Road, Portland, OR 97239, USA; (V.M.S.)
| | - Colin J. Daniel
- Department of Molecular and Medical Genetics, Oregon Health and Science University, 3181 Southwest Sam Jackson Park Road, Portland, OR 97239, USA
| | - Adel Al-Fatease
- Department of Pharmaceutics, College of Pharmacy, King Khalid University, Guraiger, Abha 62529, Saudi Arabia
| | - Galip Gürkan Yardimci
- Cancer Early Detection Advanced Research Center, School of Medicine, Oregon Health and Science University, Portland, OR 97239, USA
| | - Ellen M. Langer
- Cancer Early Detection Advanced Research Center, School of Medicine, Oregon Health and Science University, Portland, OR 97239, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA
| | - Jonathan R. Brody
- Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University, 3181 Southwest Sam Jackson Park Road, Portland, OR 97239, USA; (V.M.S.)
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA
- Department of Surgery, Oregon Health and Science University, 3181 Southwest Sam Jackson Park Road, Portland, OR 97239, USA
| | - Brett C. Sheppard
- Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University, 3181 Southwest Sam Jackson Park Road, Portland, OR 97239, USA; (V.M.S.)
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA
- Department of Surgery, Oregon Health and Science University, 3181 Southwest Sam Jackson Park Road, Portland, OR 97239, USA
| | - Adam WG. Alani
- Department of Pharmaceutical Sciences, College of Pharmacy, Oregon State University, 2730 South Moody Avenue, Portland, OR 97201, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA
| | - Rosalie C. Sears
- Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University, 3181 Southwest Sam Jackson Park Road, Portland, OR 97239, USA; (V.M.S.)
- Department of Molecular and Medical Genetics, Oregon Health and Science University, 3181 Southwest Sam Jackson Park Road, Portland, OR 97239, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA
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7
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Queitsch K, Moore TW, O'Connell BL, Nichols RV, Muschler JL, Keith D, Lopez C, Sears RC, Mills GB, Yardımcı GG, Adey AC. Accessible high-throughput single-cell whole-genome sequencing with paired chromatin accessibility. Cell Rep Methods 2023; 3:100625. [PMID: 37918402 PMCID: PMC10694488 DOI: 10.1016/j.crmeth.2023.100625] [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] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 08/29/2023] [Accepted: 10/11/2023] [Indexed: 11/04/2023]
Abstract
Single-cell whole-genome sequencing (scWGS) enables the assessment of genome-level molecular differences between individual cells with particular relevance to genetically diverse systems like solid tumors. The application of scWGS was limited due to a dearth of accessible platforms capable of producing high-throughput profiles. We present a technique that leverages nucleosome disruption methodologies with the widely adopted 10× Genomics ATAC-seq workflow to produce scWGS profiles for high-throughput copy-number analysis without new equipment or custom reagents. We further demonstrate the use of commercially available indexed transposase complexes from ScaleBio for sample multiplexing, reducing the per-sample preparation costs. Finally, we demonstrate that sequential indexed tagmentation with an intervening nucleosome disruption step allows for the generation of both ATAC and WGS data from the same cell, producing comparable data to the unimodal assays. By exclusively utilizing accessible commercial reagents, we anticipate that these scWGS and scWGS+ATAC methods can be broadly adopted by the research community.
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Affiliation(s)
- Konstantin Queitsch
- Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Travis W Moore
- Cancer Early Detection Advanced Research Center, Oregon Health & Science University, Portland, OR, USA; Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Brendan L O'Connell
- Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR, USA; Cancer Early Detection Advanced Research Center, Oregon Health & Science University, Portland, OR, USA; Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Ruth V Nichols
- Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - John L Muschler
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA; Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA; Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University, Portland, OR, USA
| | - Dove Keith
- Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University, Portland, OR, USA
| | - Charles Lopez
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Rosalie C Sears
- Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR, USA; Cancer Early Detection Advanced Research Center, Oregon Health & Science University, Portland, OR, USA; Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA; Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University, Portland, OR, USA
| | - Gordon B Mills
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA; Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR, USA
| | - Galip Gürkan Yardımcı
- Cancer Early Detection Advanced Research Center, Oregon Health & Science University, Portland, OR, USA; Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Andrew C Adey
- Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR, USA; Cancer Early Detection Advanced Research Center, Oregon Health & Science University, Portland, OR, USA; Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA; Knight Cardiovascular Institute, Oregon Health & Science University, Portland, OR, USA.
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8
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Hinestrosa JP, Sears RC, Dhani H, Lewis JM, Schroeder G, Balcer HI, Keith D, Sheppard BC, Kurzrock R, Billings PR. Development of a blood-based extracellular vesicle classifier for detection of early-stage pancreatic ductal adenocarcinoma. Commun Med (Lond) 2023; 3:146. [PMID: 37857666 PMCID: PMC10587093 DOI: 10.1038/s43856-023-00351-4] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Accepted: 08/24/2023] [Indexed: 10/21/2023] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) has an overall 5-year survival rate of just 12.5% and thus is among the leading causes of cancer deaths. When detected at early stages, PDAC survival rates improve substantially. Testing high-risk patients can increase early-stage cancer detection; however, currently available liquid biopsy approaches lack high sensitivity and may not be easily accessible. METHODS Extracellular vesicles (EVs) were isolated from blood plasma that was collected from a training set of 650 patients (105 PDAC stages I and II, 545 controls). EV proteins were analyzed using a machine learning approach to determine which were the most informative to develop a classifier for early-stage PDAC. The classifier was tested on a validation cohort of 113 patients (30 PDAC stages I and II, 83 controls). RESULTS The training set demonstrates an AUC of 0.971 (95% CI = 0.953-0.986) with 93.3% sensitivity (95% CI: 86.9-96.7) at 91.0% specificity (95% CI: 88.3-93.1). The trained classifier is validated using an independent cohort (30 stage I and II cases, 83 controls) and achieves a sensitivity of 90.0% and a specificity of 92.8%. CONCLUSIONS Liquid biopsy using EVs may provide unique or complementary information that improves early PDAC and other cancer detection. EV protein determinations herein demonstrate that the AC Electrokinetics (ACE) method of EV enrichment provides early-stage detection of cancer distinct from normal or pancreatitis controls.
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Affiliation(s)
| | - Rosalie C Sears
- Department of Molecular and Medical Genetics, Brenden-Colson Center for Pancreatic Cancer, Knight Cancer Institute, Oregon Health and Sciences University, Portland, OR, USA
| | | | | | | | | | - Dove Keith
- Brenden-Colson Center for Pancreatic Cancer, Knight Cancer Institute, Oregon Health and Sciences University, Portland, OR, USA
| | - Brett C Sheppard
- Brenden-Colson Center for Pancreatic Cancer, Knight Cancer Institute, Oregon Health and Sciences University, Portland, OR, USA
| | - Razelle Kurzrock
- Medical College of Wisconsin, Milwaukee, WI, USA
- Worldwide Innovative Network for Personalized Cancer Medicine, Chevilly-Larue, France
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9
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Doha ZO, Wang X, Calistri NL, Eng J, Daniel CJ, Ternes L, Kim EN, Pelz C, Munks M, Betts C, Kwon S, Bucher E, Li X, Waugh T, Tatarova Z, Blumberg D, Ko A, Kirchberger N, Pietenpol JA, Sanders ME, Langer EM, Dai MS, Mills G, Chin K, Chang YH, Coussens LM, Gray JW, Heiser LM, Sears RC. MYC Deregulation and PTEN Loss Model Tumor and Stromal Heterogeneity of Aggressive Triple-Negative Breast Cancer. Nat Commun 2023; 14:5665. [PMID: 37704631 PMCID: PMC10499828 DOI: 10.1038/s41467-023-40841-6] [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: 12/02/2022] [Accepted: 08/14/2023] [Indexed: 09/15/2023] Open
Abstract
Triple-negative breast cancer (TNBC) patients have a poor prognosis and few treatment options. Mouse models of TNBC are important for development of new therapies, however, few mouse models represent the complexity of TNBC. Here, we develop a female TNBC murine model by mimicking two common TNBC mutations with high co-occurrence: amplification of the oncogene MYC and deletion of the tumor suppressor PTEN. This Myc;Ptenfl model develops heterogeneous triple-negative mammary tumors that display histological and molecular features commonly found in human TNBC. Our research involves deep molecular and spatial analyses on Myc;Ptenfl tumors including bulk and single-cell RNA-sequencing, and multiplex tissue-imaging. Through comparison with human TNBC, we demonstrate that this genetic mouse model develops mammary tumors with differential survival and therapeutic responses that closely resemble the inter- and intra-tumoral and microenvironmental heterogeneity of human TNBC, providing a pre-clinical tool for assessing the spectrum of patient TNBC biology and drug response.
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Affiliation(s)
- Zinab O Doha
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
- Department of medical laboratory technology, Taibah University, Al-Madinah al-Munawwarah, Saudi Arabia
| | - Xiaoyan Wang
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Nicholas L Calistri
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA
| | - Jennifer Eng
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA
- OHSU Center for Spatial Systems Biomedicine, Oregon Health & Science University, Portland, OR, USA
| | - Colin J Daniel
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Luke Ternes
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA
| | - Eun Na Kim
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA
| | - Carl Pelz
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
- Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University, Portland, OR, USA
| | - Michael Munks
- Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University, Portland, OR, USA
- Department of Molecular Microbiology and Immunology, Oregon Health and Science University, Portland, OR, USA
| | - Courtney Betts
- Department of Cell, Developmental & Cancer Biology, Oregon Health and Science University, Portland, OR, USA
| | - Sunjong Kwon
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA
- OHSU Center for Spatial Systems Biomedicine, Oregon Health & Science University, Portland, OR, USA
| | - Elmar Bucher
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA
- OHSU Center for Spatial Systems Biomedicine, Oregon Health & Science University, Portland, OR, USA
| | - Xi Li
- Division of Oncologic Sciences, Oregon Health and Science University, Portland, OR, USA
| | - Trent Waugh
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Zuzana Tatarova
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA
- OHSU Center for Spatial Systems Biomedicine, Oregon Health & Science University, Portland, OR, USA
| | - Dylan Blumberg
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA
- OHSU Center for Spatial Systems Biomedicine, Oregon Health & Science University, Portland, OR, USA
| | - Aaron Ko
- Department of Molecular Microbiology and Immunology, Oregon Health and Science University, Portland, OR, USA
| | - Nell Kirchberger
- Department of Cell, Developmental & Cancer Biology, Oregon Health and Science University, Portland, OR, USA
| | - Jennifer A Pietenpol
- Department of Biochemistry, Vanderbilt University Medical Center, Nashville, TN, USA
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Melinda E Sanders
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Ellen M Langer
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Mu-Shui Dai
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Gordon Mills
- Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University, Portland, OR, USA
- Division of Oncologic Sciences, Oregon Health and Science University, Portland, OR, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Koei Chin
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA
- OHSU Center for Spatial Systems Biomedicine, Oregon Health & Science University, Portland, OR, USA
- Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University, Portland, OR, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Young Hwan Chang
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Lisa M Coussens
- Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University, Portland, OR, USA
- Department of Cell, Developmental & Cancer Biology, Oregon Health and Science University, Portland, OR, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Joe W Gray
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA
- OHSU Center for Spatial Systems Biomedicine, Oregon Health & Science University, Portland, OR, USA
- Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University, Portland, OR, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Laura M Heiser
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA
- OHSU Center for Spatial Systems Biomedicine, Oregon Health & Science University, Portland, OR, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Rosalie C Sears
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA.
- Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University, Portland, OR, USA.
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA.
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10
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Doha ZO, Sears RC. Unraveling MYC's Role in Orchestrating Tumor Intrinsic and Tumor Microenvironment Interactions Driving Tumorigenesis and Drug Resistance. Pathophysiology 2023; 30:400-419. [PMID: 37755397 PMCID: PMC10537413 DOI: 10.3390/pathophysiology30030031] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Revised: 09/04/2023] [Accepted: 09/08/2023] [Indexed: 09/28/2023] Open
Abstract
The transcription factor MYC plays a pivotal role in regulating various cellular processes and has been implicated in tumorigenesis across multiple cancer types. MYC has emerged as a master regulator governing tumor intrinsic and tumor microenvironment interactions, supporting tumor progression and driving drug resistance. This review paper aims to provide an overview and discussion of the intricate mechanisms through which MYC influences tumorigenesis and therapeutic resistance in cancer. We delve into the signaling pathways and molecular networks orchestrated by MYC in the context of tumor intrinsic characteristics, such as proliferation, replication stress and DNA repair. Furthermore, we explore the impact of MYC on the tumor microenvironment, including immune evasion, angiogenesis and cancer-associated fibroblast remodeling. Understanding MYC's multifaceted role in driving drug resistance and tumor progression is crucial for developing targeted therapies and combination treatments that may effectively combat this devastating disease. Through an analysis of the current literature, this review's goal is to shed light on the complexities of MYC-driven oncogenesis and its potential as a promising therapeutic target.
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Affiliation(s)
- Zinab O. Doha
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR 97239, USA;
- Department of Medical Laboratories Technology, Taibah University, Al-Madinah 42353, Saudi Arabia
| | - Rosalie C. Sears
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR 97239, USA;
- Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University, Portland, OR 97201, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA
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11
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Eng J, Bucher E, Hu Z, Sanders M, Chakravarthy B, Gonzalez P, Pietenpol JA, Gibbs SL, Sears RC, Chin K. Robust biomarker discovery through multiplatform multiplex image analysis of breast cancer clinical cohorts. bioRxiv 2023:2023.01.31.525753. [PMID: 36778343 PMCID: PMC9915596 DOI: 10.1101/2023.01.31.525753] [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] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Spatial profiling of tissues promises to elucidate tumor-microenvironment interactions and enable development of spatial biomarkers to predict patient response to immunotherapy and other therapeutics. However, spatial biomarker discovery is often carried out on a single patient cohort or imaging technology, limiting statistical power and increasing the likelihood of technical artifacts. In order to analyze multiple patient cohorts profiled on different platforms, we developed methods for comparative data analysis from three disparate multiplex imaging technologies: 1) cyclic immunofluorescence data we generated from 102 breast cancer patients with clinical follow-up, in addition to publicly available 2) imaging mass cytometry and 3) multiplex ion-beam imaging data. We demonstrate similar single-cell phenotyping results across breast cancer patient cohorts imaged with these three technologies and identify cellular abundance and proximity-based biomarkers with prognostic value across platforms. In multiple platforms, we identified lymphocyte infiltration as independently associated with longer survival in triple negative and high-proliferation breast tumors. Then, a comparison of nine spatial analysis methods revealed robust spatial biomarkers. In estrogen receptor-positive disease, quiescent stromal cells close to tumor were more abundant in good prognosis tumors while tumor neighborhoods of mixed fibroblast phenotypes were enriched in poor prognosis tumors. In triple-negative breast cancer (TNBC), macrophage proximity to tumor and B cell proximity to T cells were greater in good prognosis tumors, while tumor neighborhoods of vimentin-positive fibroblasts were enriched in poor prognosis tumors. We also tested previously published spatial biomarkers in our ensemble cohort, reproducing the positive prognostic value of isolated lymphocytes and lymphocyte occupancy and failing to reproduce the prognostic value of tumor-immune mixing score in TNBC. In conclusion, we demonstrate assembly of larger clinical cohorts from diverse platforms to aid in prognostic spatial biomarker identification and validation.
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Affiliation(s)
- Jennifer Eng
- Department of Molecular and Medical Genetics, Oregon Health and Science University, Portland, OR, 97239, USA
- Department of Biomedical Engineering, Oregon Health and Science University, Portland, OR, 97239, USA
| | - Elmar Bucher
- Department of Biomedical Engineering, Oregon Health and Science University, Portland, OR, 97239, USA
| | - Zhi Hu
- Department of Biomedical Engineering, Oregon Health and Science University, Portland, OR, 97239, USA
| | - Melinda Sanders
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, 37232, USA, USA
- Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
| | - Bapsi Chakravarthy
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, 37232, USA, USA
| | - Paula Gonzalez
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, 37232, USA, USA
| | - Jennifer A. Pietenpol
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, 37232, USA, USA
- Department of Biochemistry, Vanderbilt University, Nashville, TN, 37232, USA
| | - Summer L. Gibbs
- Department of Biomedical Engineering, Oregon Health and Science University, Portland, OR, 97239, USA
| | - Rosalie C. Sears
- Department of Molecular and Medical Genetics, Oregon Health and Science University, Portland, OR, 97239, USA
| | - Koei Chin
- Department of Biomedical Engineering, Oregon Health and Science University, Portland, OR, 97239, USA
- Center for Early Detection Advanced Research, Oregon Health and Science University, Portland, OR, 97239, USA
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12
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Phipps JL, English IA, Chu JM, Tsuda M, MacPherson KA, Daniel C, Pelz C, Brody J, Sheppard BC, Sears RC, Worth PJ. Abstract 1245: A novel, immune-competent, Myc-dependent model of rapid metastatic recurrence of pancreatic cancer after resection. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-1245] [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: 04/07/2023]
Abstract
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a resistant malignancy with dismal outcomes. Early diagnosis, systemic treatment, and surgical resection are interdependently essential in improving survival. However, 20-30% of patients who undergo primary tumor resection will experience a metastatic recurrence in the liver within six months of surgery, despite no substantial differences in clinical history. This “rapid recurrence” (rrPDAC) is poorly understood. These metastatic lesions have a few possible origins, including occult synchronous metastases and disseminated metachronous lesions. We hypothesize metastases from either origin are affected by systemic and microenvironmental changes due to surgical intervention. RNA-seq of human rrPDAC primary tumors identified increased expression of Myc-targets when compared to long-term non-recurrers. Here, we describe a novel mouse model of immune competent, surgically resected PDAC that models rapid recurrence. Utilizing novel cell lines derived from our lab’s inducible, p48-Cre-recombinase driven LSL-KrasG12D/+ LSL-ROSA-MYC+/+ (KMC) mouse model, we orthotopically implanted KMC tumor cells into the pancreas of immune competent mice and monitored tumor growth and liver metastases weekly for two weeks via ultrasound. Mice taken down at day 14 (pre-surgery) did not demonstrate micrometastases on serial liver sectioning, however circulating tumor cells were present and isolated from venous blood. Experimental mice were randomized into control (n=17), distal pancreatectomy (n=14), and sham laparotomy cohort (n=14) and metastases were tracked via ultrasound twice-weekly. Surgically resected and sham surgery mice developed liver metastases a median 12 days earlier than controls. Additionally, using cell lines derived from the more traditionally studied KPC mouse model of PDAC (Kras activating mutation and p53 loss of function mutation) and the surgical model described above, distal pancreatectomy (n=13) resulted in metastasis to the liver in a median of 9 days earlier than controls (n=12).In the rrPDAC KMC model, RNA-sequencing of liver parenchyma of mice one day after surgery showed significantly elevated levels of Saa1 mRNA compared to nonoperative controls. This is indicative of a systemic inflammatory response after surgery that we hypothesize is having pro-metastatic effects on the liver, which has been previously reported (1).This model will allow for investigation into rrPDAC and the role surgery plays in exacerbation of metastasis in humans. Our goal is to inform changes in pre- and/or post-operative standards of care for pancreatic resection surgery to reduce the risk of rapid liver metastasis following pancreas resection surgery.References:1. Lee J, Beatty GL. Serum Amyloid A Proteins and Their Impact on Metastasis and Immune Biology in Cancer. Cancers (Basel). 2021 Jun 25;13(13):3179.
Citation Format: Jackie L. Phipps, Isabel A. English, Jennifer M. Chu, Motoyuki Tsuda, Kevin A. MacPherson, Colin Daniel, Carl Pelz, Jonathan Brody, Brett C. Sheppard, Rosalie C. Sears, Patrick J. Worth. A novel, immune-competent, Myc-dependent model of rapid metastatic recurrence of pancreatic cancer after resection [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 1245.
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Affiliation(s)
- Jackie L. Phipps
- 1Knight Cancer Institute, Oregon Health & Science University, Portland, OR
| | - Isabel A. English
- 1Knight Cancer Institute, Oregon Health & Science University, Portland, OR
| | - Jennifer M. Chu
- 1Knight Cancer Institute, Oregon Health & Science University, Portland, OR
| | - Motoyuki Tsuda
- 1Knight Cancer Institute, Oregon Health & Science University, Portland, OR
| | | | - Colin Daniel
- 1Knight Cancer Institute, Oregon Health & Science University, Portland, OR
| | - Carl Pelz
- 1Knight Cancer Institute, Oregon Health & Science University, Portland, OR
| | - Jonathan Brody
- 1Knight Cancer Institute, Oregon Health & Science University, Portland, OR
| | - Brett C. Sheppard
- 1Knight Cancer Institute, Oregon Health & Science University, Portland, OR
| | - Rosalie C. Sears
- 1Knight Cancer Institute, Oregon Health & Science University, Portland, OR
| | - Patrick J. Worth
- 1Knight Cancer Institute, Oregon Health & Science University, Portland, OR
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13
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Chen Y, Li Y, Dai RS, Savage JC, Shinde U, Klimek J, David LL, Young EA, Hafner M, Sears RC, Sun XX, Dai MS. The ubiquitin-specific protease USP36 SUMOylates EXOSC10 and promotes the nucleolar RNA exosome function in rRNA processing. Nucleic Acids Res 2023; 51:3934-3949. [PMID: 36912080 PMCID: PMC10164564 DOI: 10.1093/nar/gkad140] [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] [Received: 03/30/2022] [Revised: 01/25/2023] [Accepted: 02/16/2023] [Indexed: 03/14/2023] Open
Abstract
The RNA exosome is an essential 3' to 5' exoribonuclease complex that mediates degradation, processing and quality control of virtually all eukaryotic RNAs. The nucleolar RNA exosome, consisting of a nine-subunit core and a distributive 3' to 5' exonuclease EXOSC10, plays a critical role in processing and degrading nucleolar RNAs, including pre-rRNA. However, how the RNA exosome is regulated in the nucleolus is poorly understood. Here, we report that the nucleolar ubiquitin-specific protease USP36 is a novel regulator of the nucleolar RNA exosome. USP36 binds to the RNA exosome through direct interaction with EXOSC10 in the nucleolus. Interestingly, USP36 does not significantly regulate the levels of EXOSC10 and other tested exosome subunits. Instead, it mediates EXOSC10 SUMOylation at lysine (K) 583. Mutating K583 impaired the binding of EXOSC10 to pre-rRNAs, and the K583R mutant failed to rescue the defects in rRNA processing and cell growth inhibition caused by knockdown of endogenous EXOSC10. Furthermore, EXOSC10 SUMOylation is markedly reduced in cells in response to perturbation of ribosomal biogenesis. Together, these results suggest that USP36 acts as a SUMO ligase to promote EXOSC10 SUMOylation critical for the RNA exosome function in ribosome biogenesis.
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Affiliation(s)
- Yingxiao Chen
- Department of Molecular & Medical Genetics, 3181 SW Sam Jackson Park Road, Portland, OR 97239, USA
| | - Yanping Li
- Department of Molecular & Medical Genetics, 3181 SW Sam Jackson Park Road, Portland, OR 97239, USA
| | - Roselyn S Dai
- Department of Molecular & Medical Genetics, 3181 SW Sam Jackson Park Road, Portland, OR 97239, USA
| | - Jonathan C Savage
- Department of Chemical Physiology & Biochemistry, School of Medicine, 3181 SW Sam Jackson Park Road, Portland, OR 97239, USA
| | - Ujwal Shinde
- Department of Chemical Physiology & Biochemistry, School of Medicine, 3181 SW Sam Jackson Park Road, Portland, OR 97239, USA
| | - John Klimek
- OHSU Proteomics Shared Resource, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR 97239, USA
| | - Larry L David
- Department of Chemical Physiology & Biochemistry, School of Medicine, 3181 SW Sam Jackson Park Road, Portland, OR 97239, USA.,OHSU Proteomics Shared Resource, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR 97239, USA
| | - Emma A Young
- Laboratory of Muscle Stem Cells and Gene Regulation, National Institute for Arthritis and Musculoskeletal and Skin Disease, National Institutes of Health, Bethesda, MD 20892, USA
| | - Markus Hafner
- Laboratory of Muscle Stem Cells and Gene Regulation, National Institute for Arthritis and Musculoskeletal and Skin Disease, National Institutes of Health, Bethesda, MD 20892, USA
| | - Rosalie C Sears
- Department of Molecular & Medical Genetics, 3181 SW Sam Jackson Park Road, Portland, OR 97239, USA
| | - Xiao-Xin Sun
- Department of Molecular & Medical Genetics, 3181 SW Sam Jackson Park Road, Portland, OR 97239, USA
| | - Mu-Shui Dai
- Department of Molecular & Medical Genetics, 3181 SW Sam Jackson Park Road, Portland, OR 97239, USA
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14
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Lopez CD, Kardosh A, Chen EYS, Pegna GJ, Mayo SC, Eil R, Gilbert EW, Rocha FG, Nabavizadeh N, Grossberg A, Guimaraes A, Foster B, Brinkerhoff B, Goodyear S, Keith D, Mills GB, Sears RC, Brody J, Sheppard BC. Updates to NeoOPTIMIZE: An open-label, phase II trial and biomarker discovery platform to assess the efficacy of adaptive switching of modified FOLFIRINOX (mFFX) or gemcitabine/nab-paclitaxel (GA) as a neoadjuvant strategy for patients with resectable/borderline resectable and locally advanced unresectable pancreatic ductal adenocarcinoma (PDAC). J Clin Oncol 2023. [DOI: 10.1200/jco.2023.41.4_suppl.tps776] [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: 01/25/2023] Open
Abstract
TPS776 Background: Neoadjuvant chemotherapy (NAC) and/or chemo-RT may confer benefit to patients with localized PDAC, by better tolerability, tumor down-staging, and increased R0 resections. mFFX or GA are the current NAC backbones; however, a lack of robust predictive biomarker(s) hampers identification of patients most likely to benefit from mFFX or GA. Further, desmoplastic stroma/poor vascularity compromise NAC efficacy, but angiotensin II receptor inhibitor, losartan, might remodel vascular perfusion to enhance chemotherapy activity. We designed the NeoOPTIMIZE trial for patients with newly diagnosed localized PDAC to provide a flexible clinical platform to: 1) evaluate the feasibility and efficacy of early switching of mFFX to GA, and 2) establish a robust biomarker/imaging discovery platform to optimize the NAC backbone. Methods: NeoOPTIMIZE (NCT04539808) is an open-label, non-randomized, phase II trial assessing the preliminary efficacy of an adaptive treatment strategy that allows for early switching of NAC in patients with localized PDAC. Sixty patients (n = 40 resectable/BRCP; n = 20 locally advanced unresectable [uLAPC]) will be enrolled to receive 2 months of preoperative mFFX (oxaliplatin, 85 mg/m2; folinic acid, 400 mg/m2; irinotecan, 150 mg/m2; 5-FU, 2400 mg/m2), then restaging by a multidisciplinary tumor board (multiD-TB). Absent progression (by panc protocol CT and CA19-9 decline/increase < 30% from baseline), patients continue mFFX (4 cycles). If progression (by panc protocol CT; CA19-9 increase > 30%), patients switch to GA (nab-paclitaxel, 125 mg/m2; gemcitabine, 1000 mg/m2) for 2 months. After 4 months of mFFX or mFFX/GA, another restaging multiD-TB will decide to proceed with: a) RT (if vascular involvement) then resection, b) resection, or c) continued chemo (if unresectable). Losartan (50 mg PO QD) is given throughout NAC and RT regimens. The primary endpoint estimates the proportion of resectable/BRPC patients with R0 resection. Assuming that the proportion of R0 is 60%, a sample size of 32 will provide a 95% CI (0.41, 076). To account for a 20% dropout, 40 patients will be enrolled towards primary endpoint. A separate exploratory cohort of 20 uLAPC patients will be enrolled. Secondary endpoints include DFS, PFS, OS, and AEs. Exploratory objectives include correlating clinical outcomes data with changes in blood-based biomarkers (CA19-9, ctDNA, circulating tumor cells etc.) and research DCE-MRI. To date, the trial has enrolled 19 patients: 8 resectable, 7 BRCP, and 4 uLAPC. Clinical trial information: NCT04539808 .
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Affiliation(s)
| | | | | | | | | | - Robert Eil
- Oregon Health & Science University, Portland, OR
| | - Erin W. Gilbert
- Oregon Healthy Authority Health Promotion and Chronic Disease Prevention Section, Portland, OR
| | | | | | | | | | - Bryan Foster
- Oregon Health & Science University, Portland, OR
| | | | - Shaun Goodyear
- Oregon Health & Science University, Knight Cancer Institute, Portland, OR
| | | | | | | | | | - Brett C. Sheppard
- Oregon Healthy Authority Health Promotion and Chronic Disease Prevention Section, Portland, OR
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Lopez CD, Kardosh A, Chen EYS, Pegna GJ, Guimaraes A, Foster B, Brinkerhoff B, Goodyear S, Taber E, Rajagopalan B, Vo J, Siex K, Johnson B, Galipeau D, Huszti S, Keith D, Sheppard BC, Brody J, Sears RC, Mills GB. A window of opportunity trial for metastatic (WOO-M) pancreatic ductal adenocarcinoma (PDAC): A biomarker discovery platform. J Clin Oncol 2023. [DOI: 10.1200/jco.2023.41.4_suppl.tps781] [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: 01/25/2023] Open
Abstract
TPS781 Background: Even as the number of targeted agents increases, therapeutic options for PDAC patients remain limited by a lack of biomarkers that can predict the potential clinical benefit of single agents or combination therapeutic strategies. To address this challenge, we implemented the WOO-M trial to serve as a highly adaptable, biomarker discovery platform that enables a preliminary assessment of biological activity of one or more targeted agents in patients with metastatic (m) PDAC. By using paired pre- and on-treatment biopsies, we can assess the independent biological impact of targeted agent(s) that perturb key signaling pathways predicted to drive PDAC tumorigenesis and resistance to therapy in order to identify new combination therapy strategies. Methods: WOO-M is a multi-arm early phase I trial platform to obtain longitudinal tumor samples to assess the pharmacodynamic (PD) effects of one or more study agent(s) alone or in combination in patients with mPDAC. The trial uses a Master Protocol to describe overarching design and logistics, and sub-protocols separately describe each study arm with different agent(s) – alone or in combination. Participants are alternatingly assigned to an available study arm (max. 20 participants per arm). There are no limits to the number of prior therapies. Participants undergo a baseline tumor biopsy, then receive their assigned study agent(s) for a specified timeframe (not exceeding 30 days), and then undergo a repeat tumor biopsy before proceeding to receive therapy per standard of care or clinical trials. The paired biopsy material from each patient is analyzed using multiplex assays that provides spatially-resolved, single-cell strategies to assess the effects of targeted therapies on tumor cell state and heterogeneity. The primary study objective is to independently assess the PD feasibility of detecting a measurable change in tumor biology at post-treatment from baseline for participants within a study arm. WOO-M uses a 2-stage Bayesian efficacy monitoring approach with a futility-stopping rule for each study arm. In stage 1, if 6 or more of the first 10 participants of a study arm have a detectable change in tumor biology measurements post-treatment from baseline, then the study arm may enroll up to an additional 10 participants. A study arm stops enrolling if 5 or fewer of the first 10 participants do not have a measurable change in tumor biology. To date, 4 study arms are being evaluated: 1) poly (ADP-ribose) polymerase inhibitor (PARPi), olaparib (300 mg PO BID for 10 days), 2) MEK inhibitor (MEKi), cobimetinib (60 mg PO QD for 10 days), 3) ERK inhibitor, LY3214996 (400 mg PO QD for 10 days), and 4) PLK1 inhibitor, onvansertib (12 mg/m2 PO QD for 10 days). Of 21 participants enrolled and treated to date, 8 received cobimetinib, and 13 received olaparib. Additional arms are in the process of opening at time of submission. Clinical trial information: NCT04005690
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Affiliation(s)
| | | | | | | | | | - Bryan Foster
- Oregon Health & Science University, Portland, OR
| | | | - Shaun Goodyear
- Oregon Health & Science University, Knight Cancer Institute, Portland, OR
| | - Erin Taber
- Oregon Health & Science University, Portland, OR
| | | | - Johnson Vo
- Oregon Health & Science University, Portland, OR
| | - Kiara Siex
- Oregon Health & Science University, Portland, OR
| | | | | | | | | | - Brett C. Sheppard
- Oregon Healthy Authority Health Promotion and Chronic Disease Prevention Section, Portland, OR
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Haimi I, Zogopoulos G, Dettwyler SA, Everett JN, Bi Y, Brand RE, Chung DC, Farrell JJ, Grossberg A, Kastrinos F, Katona BW, Klute K, Kupfer SS, Lucas AL, Paiella S, Parmigiani G, Permuth JB, Sears RC, Sussman DA, Simeone DM. Pancreatic imaging findings from the PRECEDE study: A large high-risk heritable cohort for pancreatic cancer. J Clin Oncol 2023. [DOI: 10.1200/jco.2023.41.4_suppl.689] [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: 01/26/2023] Open
Abstract
689 Background: Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal cancer typically discovered at incurable stages. The PRECEDE Consortium was established to accelerate early detection by using a large-scale, collaborative, innovative model, predicated on standardized collection of demographic, clinical, and imaging data from high-risk individuals (HRI). Here we report the initial pancreas imaging findings in Cohort 1, representing HRI with familial pancreatic cancer (FPC) or pathogenic germline variants (PGV) in PDAC susceptibility genes with a 1st or 2nd degree relative with PDAC. Methods: The PRECEDE Consortium (NCT04970056) began enrollment in 5/2020. HRI enrolled prospectively at centers worldwide into one of 7 cohorts based on personal and/or family history of PDAC and PGV status. PRECEDE’s planned enrollment is 10,000 patients. Data sharing is required to join PRECEDE, facilitated by a standardized data collection system and central database (PRECEDELink). Imaging (MRI/MRCP and EUS) is performed using standardized image acquisition and reporting templates. Imaging and clinical sequencing data are stored and analyzed in the PRECEDE data cloud. Results: By 9/16/2022, 26 sites enrolled 3156 patients in 7 cohorts, with 1716 in Cohort 1. Cohort 1 was 60% female, 80% white; 48% met FPC criteria, and 52% were PGV carriers. Within Cohort 1, 658 FPC and 965 PGV (1353 total, 79%) underwent imaging (68% MRI; 32% EUS). Overall, 573/1353 (42%) had pancreas abnormalities: 320/573 (49%) FPC, and 253/573 (36%) PGV (OR [95% CI] 1.65 [1.32–2.06], P < 0.001). Cysts were the most common abnormality, present in 549/1353 (41%) and accounting for 310/320 (97%) FPC and 239/253 (94%) PGV HRI abnormalities. Of 549 HRI with cysts, 262 (48%) had 1 cyst, including 137/310 (44%) FPC and 125/239 (52%) PGV HRI (OR 1.43 [1.07–1.92], P = .012) The remaining 287/549 (52%) had ≥2 cysts, including 173/310 (56%) FPC and 114/239 (48%) PGV HRI (OR 1.98 [1.49–2.64], P < 0.001). Worrisome features occurred in 83/1353 (6.1%) including: 14 (1%) cyst > 2 cm, 7 (0.5%) cyst ≥3 cm, 35 (2.6%) main pancreatic duct (MPD) diameter ≥5 mm; 2 (0.15%) duct strictures; and 25 (1.8%) solid masses. Solid masses included 1 (0.07%) PDAC, 9 (0.7%) neuroendocrine tumors, and 15 (1.1%) benign lesions (e.g. lipoma, splenule). Conclusions: Pancreatic abnormalities are common in a cohort of 1353 HRI enrolled in PRECEDE; 6.1% of HRI had findings with worrisome features and clinical implications. Multiple cysts were significantly more common in FPC HRI (OR 1.98); worrisome findings did not differ between FPC and PGV groups. The longitudinal study of this growing HRI cohort with standardized imaging and matched comprehensive epidemiological, clinical, and laboratory data, along with germline testing, will provide critical information and understanding of PDAC risk, and augment existing clinical decision-making models governing surveillance and treatment.
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Affiliation(s)
- Ido Haimi
- NYU Langone Health- Department of Surgery, New York, NY
| | | | | | | | - Yan Bi
- Mayo Clinic, Jacksonville, FL
| | | | | | | | | | | | - Bryson W Katona
- University of Pennsylvania Perelman School of Medicine (Philadelphia, PA), Philadelphia, PA
| | - Kelsey Klute
- University of Nebraska Medical Center, Omaha, NE
| | | | | | - Salvatore Paiella
- General and Pancreatic Surgery Unit, Pancreas Institute, University of Verona, Verona, Italy
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17
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Lopez CD, Kardosh A, Chen EYS, Pegna GJ, Goodyear S, Taber E, Rajagopalan B, Edmerson E, Vo J, Jackson A, Gingerich T, Fahlman A, Ventura D, Roy P, Keith D, Mills GB, Brody J, Sheppard BC, Sears RC, Ronai Z. Casper: A phase I, open-label, dose finding study of calaspargase pegol-mnkl (cala) in combination with cobimetinib (cobi) in locally advanced or metastatic pancreatic ductal adenocarcinoma (PDAC). J Clin Oncol 2023. [DOI: 10.1200/jco.2023.41.4_suppl.tps772] [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: 01/25/2023] Open
Abstract
TPS772 Background: Metabolic adaptation provides rapidly dividing cancer cells the flexibility to maintain homeostasis as nutrient supplies are continuously exhausted in the tumor microenvironment. Asparagine synthetase (ASNS) catalyzes ATP-dependent biosynthesis of the non-essential amino acid asparagine from aspartate and glutamine. Cells lacking ASNS, however, are auxotrophic for asparagine. Use of L-asparaginase (ASNase) to promote asparagine starvation in PDAC and other solid tumors with low ASNS levels is a rationale treatment strategy; however, aberrant RAS/MAPK signaling can circumvent effects of ASNase. Preclinical data shows that targeted inhibition of MAPK signaling along with ASNase is active against PDAC; however, this has not been tested in patients to date. Methods: CASPER is an open-label, phase IB, single-arm, dose-escalation study to evaluate the safety and tolerability of combining cala and cobi in patients with locally-advanced or metastatic PDAC. Participants receive cala and cobi at assigned dose level. The study uses a Bayesian Optimal Interval (BOIN) design to determine the maximum tolerated dose (MTD) for the combination of study agents. Up to 15 participants will be enrolled and treated, with a cohort of 3 participants assessed before a decision is made to escalate, de-escalate, or maintain the current dose level before initiating the next cohort. MTD is defined as the dose level where dose-limiting toxicity (DLT) probability is closest to the target toxicity rate of 30% after applying isotonic regression to the observed dose-level-specific DLT rate. Per BOIN, the dose level is escalated, maintained, or de-escalated based on comparisons of the observed DLT rate and pre-specified boundaries (0.236, 0.359). Starting in Cycle (C) 1, patients receive cobi (at assigned dose level) for Days (D) 1-14, and their assigned dose of cala on D1 of each 21-day cycle. If the combination of cala and cobi is tolerated and does not incur DLTs, participants will continue receiving their assigned dose of cala and cobi until evidence of disease progression, unacceptable toxicity, or study withdrawal. The DLT period starts on C1D1 and ends C2D21. Secondary endpoints include preliminary assessment of overall response rate (ORR), disease control rate (DCR), and mean levels of plasma ASNase. Paired tumor biopsies and serial blood will be used for exploratory objectives combining deep multi-omic analytics with clinical data. The trial is currently open with 1 patient enrolled at time of submission. Clinical trial information: NCT05034627 . [Table: see text]
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Affiliation(s)
| | - Adel Kardosh
- Oregon Health & Science University Knight Cancer Institute, Portland, OR
| | | | | | - Shaun Goodyear
- Oregon Health & Science University, Knight Cancer Institute, Portland, OR
| | - Erin Taber
- Oregon Health & Science University, Portland, OR
| | | | | | - Johnson Vo
- Oregon Health & Science University, Portland, OR
| | - Anna Jackson
- Oregon Health & Science University, Portland, OR
| | | | - Anne Fahlman
- Oregon Health & Science University, Portland, OR
| | | | - Preeyam Roy
- Oregon Health & Science University, Portland, OR
| | | | | | | | - Brett C. Sheppard
- Oregon Healthy Authority Health Promotion and Chronic Disease Prevention Section, Portland, OR
| | | | - Ze'ev Ronai
- Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA
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18
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Worth PJ, English IA, Phipps JM, Link JM, Langer EM, Tsuda M, Daniel C, Pelz C, Brody J, Sheppard BC, Sears RC. Abstract PR012: A novel, immune-competent, Myc-dependent murine model of rapid metastatic recurrence of pancreatic cancer after resection. Cancer Res 2023. [DOI: 10.1158/1538-7445.metastasis22-pr012] [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: 01/19/2023]
Abstract
Abstract
Pancreatic ductal adenocarcinoma (PDAc) remains a resistant malignancy with dismal outcomes. Early diagnosis, systemic treatment, and complete resection are interdependently essential in improving survival. But even with these interventions, 20-30% of patients will experience a metastatic recurrence within six months of surgery. This “rapid recurrence” (rrPDAc) is devastating and poorly understood, contributing to the nihilism surrounding pancreatic cancer. Overlapping etiologies of these metastatic lesions are possible. They include occult synchronous metastases, as well as disseminated metachronous lesions, both of which we hypothesize may be affected by systemic and microenvironmental changes that occur due to surgical intervention. In human rrPDAc primary tumors, we have identified increased expression of Myc-targets and differences in elements of the tumor immune microenvironment when compared to long-term non-recurrers, in the absence of substantial clinical differences. We describe a novel mouse model of immune competent, surgically resected human PDAc that models rapid recurrence compared to control mice. Our lab has developed an inducible, p48-Cre-recombinase driven LSL-KrasG12D/+ LSL-ROSA-MYC+/+ mouse model that reproducibly develops ADM to PanIN to PDAc lesions that highly recapitulate human carcinogenesis. Lesions lose Smad4 expression progressively, a feature associated with metastatic phenotypes of human PDAc, and also metastasize to the liver. Considering the role MYC plays in regulation of the immune microenvironment, we hypothesized that lines derived from this model would perform well in a model of rapid recurrence. We derived several cell lines from these tumors and implanted them orthotopically in syngeneic mice, monitoring tumor development over fourteen days with ultrasound. Mice were then subjected to takedown (‘pre-op’, n = 5), anesthesia-only controls (n = 17), sham surgical incision (n = 11), and distal pancreatectomy (n = 14). No micro-metastases were identified in livers of the ‘preop’ controls. Mice were tracked via twice-weekly trans-abdominal ultrasound. Surgically resected and sham surgery mice developed metastases a median of 10 days earlier than controls (p = 0.008), suggesting that surgical intervention perturbs the development of metastatic lesions. Furthermore, we have demonstrated that circulating tumor cells may be isolated from the portal venous drainage of these mice, allowing for a novel resource in studying pre-, intra-, and metastatic-compartments of tumor. This model will allow for investigation into rrPDAc and the role surgery may play in exacerbation of metastasis.
Citation Format: Patrick J. Worth, Isabel A. English, Jackie M. Phipps, Jason M. Link, Ellen M. Langer, Motoyuki Tsuda, Colin Daniel, Carl Pelz, Jonathan Brody, Brett C. Sheppard, Rosalie C. Sears. A novel, immune-competent, Myc-dependent murine model of rapid metastatic recurrence of pancreatic cancer after resection [abstract]. In: Proceedings of the AACR Special Conference: Cancer Metastasis; 2022 Nov 14-17; Portland, OR. Philadelphia (PA): AACR; Cancer Res 2022;83(2 Suppl_2):Abstract nr PR012.
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Bose S, Barroso M, Chheda MG, Clevers H, Elez E, Kaochar S, Kopetz SE, Li XN, Meric-Bernstam F, Meyer CA, Mou H, Naegle KM, Pera MF, Perova Z, Politi KA, Raphael BJ, Robson P, Sears RC, Tabernero J, Tuveson DA, Welm AL, Welm BE, Willey CD, Salnikow K, Chuang JH, Shen X. A path to translation: How 3D patient tumor avatars enable next generation precision oncology. Cancer Cell 2022; 40:1448-1453. [PMID: 36270276 PMCID: PMC10576652 DOI: 10.1016/j.ccell.2022.09.017] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
3D patient tumor avatars (3D-PTAs) hold promise for next-generation precision medicine. Here, we describe the benefits and challenges of 3D-PTA technologies and necessary future steps to realize their potential for clinical decision making. 3D-PTAs require standardization criteria and prospective trials to establish clinical benefits. Innovative trial designs that combine omics and 3D-PTA readouts may lead to more accurate clinical predictors, and an integrated platform that combines diagnostic and therapeutic development will accelerate new treatments for patients with refractory disease.
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Affiliation(s)
- Shree Bose
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC 27708, USA
| | - Margarida Barroso
- Department of Molecular and Cellular Physiology, Albany Medical College, Albany, NY 12208, USA
| | - Milan G Chheda
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, 63110 USA
| | - Hans Clevers
- Oncode Institute, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center, Uppsalalaan 8, Utrecht, 3584 CT, Netherlands; Research and Early Development (pRED) of F. Hoffmann-La Roche Ltd, Roche Pharma, Basel, Switzerland
| | - Elena Elez
- Vall d'Hebron Hospital Campus and Institute of Oncology, International Oncology Bureau-Quiron, University of Vic-Central University of Catalonia, Barcelona, 08035 Spain
| | - Salma Kaochar
- Department of Medicine, Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Scott E Kopetz
- The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Xiao-Nan Li
- Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA; Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL 60611, USA
| | - Funda Meric-Bernstam
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Clifford A Meyer
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA 02215, USA; Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC 27708, USA
| | - Haiwei Mou
- The Wistar Institute, Philadelphia, PA 19104, USA
| | - Kristen M Naegle
- Department of Biomedical Engineering and the Center for Public Health Genomics, University of Virginia, Charlottesville, VA 22903, USA
| | | | - Zinaida Perova
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SD, UK
| | - Katerina A Politi
- Departments of Pathology and Internal Medicine (Medical Oncology), Yale School of Medicine and Yale Cancer Center, New Haven, CT 06510, USA
| | - Benjamin J Raphael
- Department of Computer Science, Princeton University, Princeton, NJ 08540, USA
| | - Paul Robson
- The Jackson Laboratory for Genomic Medicine, Farmington, CT 06032, USA; Department of Genetics and Genome Sciences, University of Connecticut School of Medicine, Farmington, CT 06032, USA; Institute for Systems Genomics, University of Connecticut, Farmington, CT 06032, USA
| | - Rosalie C Sears
- Department of Medical and Molecular Genetics, Oregon Health & Science University, Portland, OR 97201, USA
| | - Josep Tabernero
- Vall d'Hebron Hospital Campus and Institute of Oncology, International Oncology Bureau-Quiron, University of Vic-Central University of Catalonia, Barcelona, 08035 Spain
| | - David A Tuveson
- Lustgarten Foundation Pancreatic Cancer Research Laboratory at Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Alana L Welm
- Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, USA
| | - Bryan E Welm
- Department of Surgery, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, USA
| | - Christopher D Willey
- Department of Radiation Oncology, The University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Konstantin Salnikow
- Division of Cancer Biology, National Cancer Institute, NIH, Rockville, MD 20850, USA.
| | - Jeffrey H Chuang
- The Jackson Laboratory for Genomic Medicine, Farmington, CT 06032, USA; Department of Genetics and Genome Sciences, University of Connecticut School of Medicine, Farmington, CT 06032, USA; Institute for Systems Genomics, University of Connecticut, Farmington, CT 06032, USA.
| | - Xiling Shen
- Terasaki Institute for Biomedical Innovation, Los Angeles, CA 90024, USA.
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Tinsley SL, Shelley RA, Mall GK, Chianis ERD, Thoma MC, di Magliano MP, Narla G, Sears RC, Allen-Petersen BL. Abstract B064: The role of PP2A-B56α in KRAS-mediated pancreatic tumorigenesis. Cancer Res 2022. [DOI: 10.1158/1538-7445.panca22-b064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Abstract
Protein phosphatase 2A (PP2A) is a major serine-threonine phosphatase that regulates many cellular pathways including KRAS, whose oncogenic mutation is prevalent in 95% of patients with Pancreatic Ductal Adenocarcinoma (PDAC). Previous research has identified a decrease in global PP2A activity and an increase in the expression of PP2A inhibitors in PDAC cell lines, suggesting that suppression of PP2A activity may be pertinent in PDAC maintenance. Importantly, PP2A has low mutation rates in PDAC, making it a viable target for therapeutic reactivation. While PP2A has been shown to have global tumor suppressive capabilities, the regulation of specific pathways by PP2A can be altered based on PP2A holoenzyme composition. Therefore, there is a critical need to understand the mechanisms by which oncogenic KRAS can affect PP2A function and differential substrate targeting in PDAC. The PP2A holoenzyme consists of 3 subunits: the scaffolding subunit (A), the catalytic subunit (C), and the regulatory subunit (B). There are 16 different B subunits that can be incorporated into the PP2A holoenzyme that are responsible for substrate specificity. The B56α subunit of PP2A has been shown to negatively regulate cellular transformation. Our research aims to investigate the mechanisms by which PP2A-B56α is regulated through oncogenic KRAS and how suppression of B56α impacts the initiation and progression of PDAC. To determine how oncogenic KRAS alters the dynamics of PP2A-B56α and overall PP2A activity we utilized tet-inducible KRASG12D cell lines to allow direct manipulation of KRAS mutational activation. Using this system, we have identified time dependent alterations in cancerous inhibitor of PP2A (CIP2A) following induction of KRASG12D expression, indicating that PP2A suppression may be an early event in PDAC initiation. Consistent with this hypothesis, we characterized changes in the acceleration of PDAC formation in vivo using the Ptf1a-Cre; LSL- KRASG12D (KC) genetic mouse model combined with a B56α hypomorph model (KCBhm/hm). Our data show that the loss of B56α accelerates PDAC initiation, with an increase in pancreatic precursor lesion (PanIN) number and a decrease in healthy acinar area. In response to B56α loss, similar acceleration of acinar to ductal metaplasia (ADM) kinetics were observed in a 3D-cultured ADM Assay. Furthermore, when 3D-cultured acinar cells were treated with a small molecule activator of PP2A (SMAP), SMAP treatment resulted in smaller and fewer ductal structures, preventing the ADM process. Collectively, these data suggest that PP2A-B56α plays a regulatory role in cellular plasticity and loss contributes to PDAC initiation. Future studies will investigate how mutant KRAS-mediated CIP2A expression effects overall PP2A phosphatase activity and how subsequent sequestration of B56α contributes to development of PDAC. Together, these studies identify PP2A as a critical regulator of KRAS-induced cellular plasticity and support reactivation of PP2A as a novel therapeutic strategy in PDAC patients.
Citation Format: Samantha L Tinsley, Rebecca A. Shelley, Gagan K. Mall, Ella Rose D. Chianis, Mary C. Thoma, Marina Pasca di Magliano, Goutham Narla, Rosalie C. Sears, Brittany L. Allen-Petersen. The role of PP2A-B56α in KRAS-mediated pancreatic tumorigenesis [abstract]. In: Proceedings of the AACR Special Conference on Pancreatic Cancer; 2022 Sep 13-16; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2022;82(22 Suppl):Abstract nr B064.
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Affiliation(s)
| | | | | | | | - Mary C. Thoma
- 2Oregon Health and Sciences University, Portland, OR,
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Langer EM, Shah V, Farrell A, Daniel C, Wang X, MacPherson K, Allen-Petersen BL, Tsuda M, Sherman M, Adey A, Sears RC. Abstract C056: The prolyl isomerase PIN1 controls fibroblast state plasticity to impact pancreatic cancer. Cancer Res 2022. [DOI: 10.1158/1538-7445.panca22-c056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Abstract
Pancreatic cancer associated fibroblasts (CAFs) have been described to play multiple, often conflicting, roles to support or restrict tumor growth. Recent work suggests that heterogeneous differentiation states of fibroblasts contribute to these diverse functions and that reprogramming of fibroblast states can influence tumor outcomes. The impact of distinct fibroblast subpopulations on heterogeneous tumor development and growth, however, remain incompletely understood. PIN1 is a phosphorylation-directed prolyl isomerase that alters the conformation and, therefore, the function of many proteins. PIN1 is overexpressed in cancer and contributes to cancer cell-intrinsic pro-tumorigenic behaviors including cellular proliferation and migration. While its pro-tumor functions have generated interest in therapeutic targeting of PIN1 for cancer treatment, the direct effects of PIN1 inhibition on tumor-associated stromal phenotypes are poorly understood. We have found that PIN1 loss or inhibition results in decreased tumor growth in vivo in transplant or genetically engineered mouse models. Moreover, in syngeneic orthotopic allograft models in which loss of PIN1 is restricted to the tumor host, we observed that KPC tumor cells still have decreased growth, suggesting a critical role for PIN1 in the tumor microenvironment. We observed that PIN1 loss or inhibition in vivo was accompanied by decreased expression of alpha-SMA, a marker of myofibroblast-like CAFs, and have identified a role for PIN1 in the phenotypic and epigenetic response to TGF-beta, a major driver of the myCAF state. PIN1low pancreatic stellate cells or CAFs display altered cell morphology, decreased proliferation, decreased ECM deposition, as well as altered paracrine signaling to cancer cells and other stromal cells. We are currently using 2D co-cultures, heterotypic 3D bioprinted tissues, and in vivo mouse models to interrogate the molecular mechanisms by which PIN1 controls fibroblast phenotypes and functional impact of altering fibroblast state on tumor phenotypes and outcomes. In addition, we are defining PIN1-dependent mechanisms of crosstalk between neoplastic and non-neoplastic cells and are investigating the requirements for specific fibroblast states to support in vivo growth of heterogeneous pancreatic cancer cells.
Citation Format: Ellen M. Langer, Vidhi Shah, Amy Farrell, Colin Daniel, Xiaoyan Wang, Kevin MacPherson, Brittany L. Allen-Petersen, Motoyuki Tsuda, Mara Sherman, Andrew Adey, Rosalie C. Sears. The prolyl isomerase PIN1 controls fibroblast state plasticity to impact pancreatic cancer [abstract]. In: Proceedings of the AACR Special Conference on Pancreatic Cancer; 2022 Sep 13-16; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2022;82(22 Suppl):Abstract nr C056.
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Affiliation(s)
| | - Vidhi Shah
- 1Oregon Health & Science University, Portland, OR,
| | - Amy Farrell
- 1Oregon Health & Science University, Portland, OR,
| | - Colin Daniel
- 1Oregon Health & Science University, Portland, OR,
| | - Xiaoyan Wang
- 1Oregon Health & Science University, Portland, OR,
| | | | | | | | - Mara Sherman
- 1Oregon Health & Science University, Portland, OR,
| | - Andrew Adey
- 1Oregon Health & Science University, Portland, OR,
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English IA, Worth PJ, Farrell AS, Allen-Petersen BL, Shah V, Betts C, Pelz C, Wang X, Daniel CJ, Thoma MC, Coussens LM, Langer EM, Sears RC. Abstract A067: Myc drives phenotypic heterogeneity, metastasis, and therapy resistance in pancreatic ductal adenocarcinoma. Cancer Res 2022. [DOI: 10.1158/1538-7445.panca22-a067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Abstract
Pancreatic ductal adenocarcinoma (PDAc) ranks among the top three most aggressive cancers in the United States and is projected to increase in incidence over the next few years. Standard of care treatment for PDAc consists of a cocktail of harsh chemotherapies, which have improved overall survival by only a few percentage points—to a 5-year survival rate of 11%. One commonly deregulated pathway in PDAc is c-MYC (MYC), a potent transcription factor. MYC plays an important role in tumor progression and its deregulation has been correlated with tumor aggressiveness and therapeutic resistance in PDAc and other cancers. Recently, oncogenic MYC expression has been shown to regulate elements of the tumor microenvironment (TME) in mouse models of multiple cancers. In PDAc, MYC’s expression has been linked to a desmoplastic immune suppressive TME, yet the specific mechanism has yet to be described. Here, we present a novel genetically engineered mouse model (GEMM) of PDAc that can be used to better model the disease and to interrogate questions of how MYC regulates the tumor immune and stromal microenvironments. Our KMCERT2 model has inducible Cre-driven expression of both mutant Kras and low deregulated Myc in the pancreas. We show that deregulated MYC cooperates with KRASG12D in the adult pancreas to drive PDAc, and our model recapitulates inter- and intra-tumoral heterogeneity seen within clinical PDAc populations. Currently, a majority of murine studies of PDAc are performed using an embryonic KrasG12D- and p53 loss/mutant-driven PDAc model (KPC). RNA- and DNA sequencing on both microdissected autochthonous tumor specimens and KMCERT2 tumor-derived cell lines was conducted to further understand the mechanisms underlying our observed phenotypes. In contrast to the KPC model, our inducible KMCERT2 model of PDAc displays genetic changes, such as CDKN2A and SMAD4 loss, comparable to human disease. Interestingly, multiplexed immunohistochemistry analysis of immune cell composition of spontaneous KMCERT2 tumors compared to the commonly used KPC shows an increased density of antigen presenting cells (APCs) within MYC-driven tumors. Human PDAc is often resistant to standard of care therapies such as gemcitabine and FOLFIRINOX. Orthotopic therapeutic studies using our KMCERT2 tumor-derived cell lines demonstrate a similar resistance to these therapies, allowing us to use this model to better understand the mechanisms leading to therapeutic resistance and to test new therapies. In addition, we find consistent metastasis to the liver in both spontaneous and orthotopic transplant settings. Together, this work investigates the role of deregulated MYC expression in metastatic behavior, immune phenotypes, and therapeutic response in murine PDAc. It also provides both spontaneous and orthotopic mouse models of PDAc that recapitulate the heterogeneous and highly metastatic nature of the human disease, allowing for important therapeutic testing opportunities.
Citation Format: Isabel A. English, Patrick J. Worth, Amy S. Farrell, Brittany L. Allen-Petersen, Vidhi Shah, Courtney Betts, Carl Pelz, Xiaoyan Wang, Colin J. Daniel, Mary C Thoma, Lisa M Coussens, Ellen M Langer, Rosalie C Sears. Myc drives phenotypic heterogeneity, metastasis, and therapy resistance in pancreatic ductal adenocarcinoma [abstract]. In: Proceedings of the AACR Special Conference on Pancreatic Cancer; 2022 Sep 13-16; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2022;82(22 Suppl):Abstract nr A067.
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Affiliation(s)
| | | | | | | | - Vidhi Shah
- 1Oregon Health & Science University, Portland, OR,
| | | | - Carl Pelz
- 1Oregon Health & Science University, Portland, OR,
| | - Xiaoyan Wang
- 1Oregon Health & Science University, Portland, OR,
| | | | - Mary C Thoma
- 1Oregon Health & Science University, Portland, OR,
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Grygoryev D, Ekstrom T, Link JM, Sears RC, Kim J. Abstract B046: Restricted cellular plasticity of human pancreatic ductal cells into a pluripotent state. Cancer Res 2022. [DOI: 10.1158/1538-7445.panca22-b046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Abstract
Cancer cells undergo plasticity against stress for the survival of the fittest. Pancreatic ductal adenocarcinoma (PDAC) also shows intratumoral transcriptional heterogeneity with cell plasticity, which correlates with phenotypical aggressiveness and therapeutic resistance. Cell fates are determined by master transcription factors (TFs, also called “pioneer factors”) and their co-factors by opening up chromatin and establishing competence for gene expression specific to each cell type during normal development. Force expression of various combinations of pioneer factors can switch cell fate into other lineages, including induced pluripotent stem cells (“iPSC”). Since pluripotent stem cells do not have the cancer hallmarks of uncontrolled cell growth and migration, hypothetically, a fully reprogrammed cancer iPSC should regain gene programs to control these hallmarks of cancer. Thus, we and others have reprogrammed cancer cells into pluripotent stem cell-like cells by introducing pluripotent pioneer factors. However, intriguingly, despite the nature of the high plasticity of cancer, complete reprogramming of cancers to a pluripotent state is impeded in most cases, enabling us to study and model cancer progression. Our further studies confirm that, upon reprogramming, most PDAC cells lose the original PDAC phenotypes to some extent but remain in plasticity states during reprogramming. Herein, we further update on our efforts to optimize the reprogramming of normal pancreatic ductal epithelial cell line (PDEC) and PDAC derived from patients through the Sendai virus, which can most robustly transfer genes regardless of cell types. While control cells (e.g., acinar cells and fibroblast) were fully reprogrammed into iPSC cells, both PDEC and PDAC were impeded from being fully reprogrammed into pluripotency. Intriguingly, a subset of normal PDEC cells as well as some PDAC cell acquired a “partial reprogramming marker” upon reprogramming, suggesting that PDEC cells are stalled in early developmental states. Therefore, we now conclude that normal and cancerous pancreatic ductal cell states have an intrinsic mechanism that blocks complete reprogramming into a pluripotent state, and the oncogenic pathway is poised for activation, despite the nature of the high plasticity of PDAC. Identifying the factors responsible for maintaining this impenetrable cancer chromatin landscape is ideal for nominating therapeutic targets for intercepting PDAC plasticity. This work is supported by OHSU/CEDAR project award 68182-939-000.
Citation Format: Dmytro Grygoryev, Taelor Ekstrom, Jason M. Link, Rosalie C. Sears, Jungsun Kim. Restricted cellular plasticity of human pancreatic ductal cells into a pluripotent state [abstract]. In: Proceedings of the AACR Special Conference on Pancreatic Cancer; 2022 Sep 13-16; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2022;82(22 Suppl):Abstract nr B046.
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Affiliation(s)
- Dmytro Grygoryev
- 1Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Portland, OR,
| | - Taelor Ekstrom
- 1Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Portland, OR,
| | - Jason M. Link
- 2Department of Molecular and Medical Genetics, OHSU, Portland, OR
| | - Rosalie C. Sears
- 2Department of Molecular and Medical Genetics, OHSU, Portland, OR
| | - Jungsun Kim
- 1Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Portland, OR,
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Phipps JL, English IA, Chu JM, Tsuda M, Pelz C, Daniel C, Keith D, Sheppard BC, Brody J, Sears RC, Worth PJ. Abstract B026: Surgery accelerates metastatic recurrence in a novel, immune-competent mouse model of resectable pancreatic cancer. Cancer Res 2022. [DOI: 10.1158/1538-7445.panca22-b026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Abstract
Pancreatic ductal adenocarcinoma (PDAc) remains a resistant malignancy with dismal outcomes. Early diagnosis, systemic treatment, and complete resection are interdependently essential in improving survival. But even with these, 20-30% of patients will experience a metastatic recurrence within six months of surgery. This “rapid recurrence” (rrPDAc) is devastating and poorly understood and contributes to the nihilism surrounding pancreatic cancer. Overlapping etiologies of these metastatic lesions are possible. They include occult synchronous metastases, as well as disseminated metachronous lesions, both of which we hypothesize may be affected by systemic and microenvironmental changes that occur due to surgical intervention. In human rrPDAc primary tumors, we have identified increased expression of Myc-targets and differences in tumor immune microenvironment when compared to long-term non-recurrers, in the absence of substantial clinical differences in the cohorts, supporting the hypothesis that cell-intrinsic, biological differences exist in patients who undergo rapid recurrence. Furthermore, we have demonstrated in a clinical cohort that this effect persists in spite of neoadjuvant or adjuvant therapy, and is promoted by postoperative surgical site infections. Here, we describe a novel mouse model of immune competent, surgically resected PDAc that models rapid recurrence compared to control mice. Utilizing novel cell lines derived from our lab’s inducible, p48-Cre-recombinase driven LSL-KrasG12D/+ LSL-ROSA-MYC+/+ mouse model, we orthotopically implanted 25,000 cells into the tail of F1-generation BL/6-129J mice and monitored growth and identifiable liver metastases via trans-abdominal ultrasound weekly for two weeks. Mice taken down at day 14 (‘pre-op’ cohort) did not demonstrate micrometastases on serial liver sectioning, however circulating tumor cells (EpCAM+ CD45-) cells were present in venous blood. Experimental mice were then randomized into control (anesthesia only, n = 17), distal pancreatectomy (n = 14), and sham laparotomy cohorts (n = 11). Metastases were tracked via twice-weekly trans-abdominal ultrasound. Surgically resected and sham surgery mice developed metastases a median 12 days earlier than controls (p = 0.003), suggesting that surgical intervention promotes and accelerates the development of metastatic lesions. Furthermore, we have demonstrated that circulating tumor cells may be isolated from the portal venous drainage of these mice, allowing for a novel resource in studying pre-, intra-, and metastatic-compartments of tumor. Through this model we are able to access early metastatic lesions not obtainable in human subjects. Furthermore we can utilize this model to probe the effects of surgical intervention and the immune system on metastasis. This model will allow for investigation into rrPDAc and the role surgery may play in exacerbation of metastasis in humans with an eye towards developing targeted translational investigations.
Citation Format: Jackie L. Phipps, Isabel A. English, Jennifer M. Chu, Motoyuki Tsuda, Carl Pelz, Colin Daniel, Dove Keith, Brett C. Sheppard, Jonathan Brody, Rosalie C Sears, Patrick J. Worth. Surgery accelerates metastatic recurrence in a novel, immune-competent mouse model of resectable pancreatic cancer [abstract]. In: Proceedings of the AACR Special Conference on Pancreatic Cancer; 2022 Sep 13-16; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2022;82(22 Suppl):Abstract nr B026.
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Moser R, Annis J, Nikolova O, Whatcott C, Gurley K, Mendez E, Moran-Jones K, Dorrell C, Sears RC, Kuo C, Han H, Biankin A, Grandori C, Von Hoff DD, Kemp CJ. Pharmacologic Targeting of TFIIH Suppresses KRAS-Mutant Pancreatic Ductal Adenocarcinoma and Synergizes with TRAIL. Cancer Res 2022; 82:3375-3393. [PMID: 35819261 PMCID: PMC9481717 DOI: 10.1158/0008-5472.can-21-4222] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [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: 12/10/2021] [Revised: 04/26/2022] [Accepted: 07/05/2022] [Indexed: 02/07/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) typically presents as metastatic disease at diagnosis and remains refractory to treatment. Next-generation sequencing efforts have described the genomic landscape, classified molecular subtypes, and confirmed frequent alterations in major driver genes, with coexistent alterations in KRAS and TP53 correlating with the highest metastatic burden and poorest outcomes. However, translating this information to guide therapy remains a challenge. By integrating genomic analysis with an arrayed RNAi druggable genome screen and drug profiling of a KRAS/TP53 mutant PDAC cell line derived from a patient-derived xenograft (PDCL), we identified numerous targetable vulnerabilities that reveal both known and novel functional aspects of pancreatic cancer biology. A dependence on the general transcription and DNA repair factor TFIIH complex, particularly the XPB subunit and the CAK complex (CDK7/CyclinH/MAT1), was identified and further validated utilizing a panel of genomically subtyped KRAS mutant PDCLs. TFIIH function was inhibited with a covalent inhibitor of CDK7/12/13 (THZ1), a CDK7/CDK9 kinase inhibitor (SNS-032), and a covalent inhibitor of XPB (triptolide), which led to disruption of the protein stability of the RNA polymerase II subunit RPB1. Loss of RPB1 following TFIIH inhibition led to downregulation of key transcriptional effectors of KRAS-mutant signaling and negative regulators of apoptosis, including MCL1, XIAP, and CFLAR, initiating caspase-8 dependent apoptosis. All three drugs exhibited synergy in combination with a multivalent TRAIL, effectively reinforcing mitochondrial-mediated apoptosis. These findings present a novel combination therapy, with direct translational implications for current clinical trials on metastatic pancreatic cancer patients. Significance: This study utilizes functional genetic and pharmacological profiling of KRAS-mutant pancreatic adenocarcinoma to identify therapeutic strategies and finds that TFIIH inhibition synergizes with TRAIL to induce apoptosis in KRAS-driven pancreatic cancer.
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Affiliation(s)
- Russell Moser
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - James Annis
- Quellos High Throughput Facility, Institute for Stem Cell and Regenerative Medicine, University of Washington Medicine Research, Seattle, Washington
| | - Olga Nikolova
- Department of Computational Biology, Oregon Health and Science University, Portland, Oregon
| | - Cliff Whatcott
- Translational Genomics Research Institute, Molecular Medicine Division, Phoenix, Arizona
| | - Kay Gurley
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Eduardo Mendez
- Division of Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Kim Moran-Jones
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Craig Dorrell
- Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University, Portland, Oregon
| | - Rosalie C Sears
- Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University, Portland, Oregon
| | - Calvin Kuo
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California
| | - Haiyong Han
- Translational Genomics Research Institute, Molecular Medicine Division, Phoenix, Arizona
| | - Andrew Biankin
- Translational Genomics Research Institute, Molecular Medicine Division, Phoenix, Arizona
| | | | - Daniel D Von Hoff
- Translational Genomics Research Institute, Molecular Medicine Division, Phoenix, Arizona
| | - Christopher J Kemp
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington
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Brown SZ, McCarthy GA, Carroll JR, Di Niro R, Pelz C, Jain A, Sutton TL, Holly HD, Nevler A, Schultz CW, McCoy MD, Cozzitorto JA, Jiang W, Yeo CJ, Dixon DA, Sears RC, Brody JR. The RNA-Binding Protein HuR Posttranscriptionally Regulates the Protumorigenic Activator YAP1 in Pancreatic Ductal Adenocarcinoma. Mol Cell Biol 2022; 42:e0001822. [PMID: 35703534 PMCID: PMC9302082 DOI: 10.1128/mcb.00018-22] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 01/31/2022] [Accepted: 05/19/2022] [Indexed: 01/26/2023] Open
Abstract
Yes-associated protein 1 (YAP1) is indispensable for the development of mutant KRAS-driven pancreatic ductal adenocarcinoma (PDAC). High YAP1 mRNA is a prognostic marker for worse overall survival in patient samples; however, the regulatory mechanisms that mediate its overexpression are not well understood. YAP1 genetic alterations are rare in PDAC, suggesting that its dysregulation is likely not due to genetic events. HuR is an RNA-binding protein whose inhibition impacts many cancer-associated pathways, including the "conserved YAP1 signature" as demonstrated by gene set enrichment analysis. Screening publicly available and internal ribonucleoprotein immunoprecipitation (RNP-IP) RNA sequencing (RNA-Seq) data sets, we discovered that YAP1 is a high-confidence target, which was validated in vitro with independent RNP-IPs and 3' untranslated region (UTR) binding assays. In accordance with our RNA sequencing analysis, transient inhibition (e.g., small interfering RNA [siRNA] and small-molecular inhibition) and CRISPR knockout of HuR significantly reduced expression of YAP1 and its transcriptional targets. We used these data to develop a HuR activity signature (HAS), in which high expression predicts significantly worse overall and disease-free survival in patient samples. Importantly, the signature strongly correlates with YAP1 mRNA expression. These findings highlight a novel mechanism of YAP1 regulation, which may explain how tumor cells maintain YAP1 mRNA expression at dynamic times during pancreatic tumorigenesis.
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Affiliation(s)
- Samantha Z. Brown
- Department of Surgery, Jefferson Pancreas, Biliary and Related Cancer Center, Philadelphia, Pennsylvania, USA
- Department of Surgery, Oregon Health & Science University, Portland, Oregon, USA
- Brenden-Colson Center for Pancreatic Care, Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
| | - Grace A. McCarthy
- Department of Surgery, Oregon Health & Science University, Portland, Oregon, USA
- Brenden-Colson Center for Pancreatic Care, Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
| | - James R. Carroll
- Department of Surgery, Oregon Health & Science University, Portland, Oregon, USA
- Brenden-Colson Center for Pancreatic Care, Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
| | - Roberto Di Niro
- Department of Surgery, Oregon Health & Science University, Portland, Oregon, USA
- Brenden-Colson Center for Pancreatic Care, Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
| | - Carl Pelz
- Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, Oregon, USA
| | - Aditi Jain
- Department of Surgery, Jefferson Pancreas, Biliary and Related Cancer Center, Philadelphia, Pennsylvania, USA
| | - Thomas L. Sutton
- Department of Surgery, Oregon Health & Science University, Portland, Oregon, USA
| | - Hannah D. Holly
- Brenden-Colson Center for Pancreatic Care, Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
- Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, Oregon, USA
| | - Avinoam Nevler
- Department of Surgery, Jefferson Pancreas, Biliary and Related Cancer Center, Philadelphia, Pennsylvania, USA
| | - Christopher W. Schultz
- Department of Surgery, Jefferson Pancreas, Biliary and Related Cancer Center, Philadelphia, Pennsylvania, USA
| | - Matthew D. McCoy
- Department of Oncology, Innovation Center for Biomedical Informatics, Georgetown University Medical Center, Washington, DC, USA
| | - Joseph A. Cozzitorto
- Department of Surgery, Jefferson Pancreas, Biliary and Related Cancer Center, Philadelphia, Pennsylvania, USA
| | - Wei Jiang
- Department of Pathology, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Charles J. Yeo
- Department of Surgery, Jefferson Pancreas, Biliary and Related Cancer Center, Philadelphia, Pennsylvania, USA
| | - Dan A. Dixon
- Department of Molecular Biosciences, University of Kansas Cancer Center, University of Kansas, Lawrence, Kansas, USA
| | - Rosalie C. Sears
- Brenden-Colson Center for Pancreatic Care, Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
- Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, Oregon, USA
| | - Jonathan R. Brody
- Department of Surgery, Oregon Health & Science University, Portland, Oregon, USA
- Brenden-Colson Center for Pancreatic Care, Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
- Department of Cell, Developmental and Cancer Biology, Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
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MacPherson KA, Joly MM, Allen-Petersen B, Pelz C, Thoma MC, Torkenczy K, Adey A, Liefwalker D, Worth PJ, Sears RC. Abstract 787: RE1-silencing transcription factor (REST) controls neuroendocrine gene programs in pancreatic ductal adenocarcinoma. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-787] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [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
Neuroendocrine (NE) differentiation features contribute to intratumoral heterogeneity and aggressive biology in a subset of pancreatic ductal adenocarcinoma (PDAC) tumors associated with poor disease outcome. We recently showed that treating pancreatic cancer cells with gemcitabine, a standard-of-care chemotherapy for PDAC, increases expression of NE markers, suggesting that ductal to neuroendocrine lineage plasticity could play a role in drug resistance. NE features in prostate cancer have been previously associated with loss of the neuronal gene repressor RE1-Silencing Transcription Factor (REST); in the present study, we explore a potential role of REST in regulating NE differentiation in PDAC. Our experiments show that loss of REST in PDAC cells increases NE gene expression, gemcitabine resistance, and colony formation. RNA sequencing data from gemcitabine-treated PDAC cells were enriched for REST target genes, suggesting gemcitabine relieves REST-mediated repression. Chromatin immunoprecipitation experiments corroborated this by demonstrating that gemcitabine reduces REST binding to the NE genes SYP and SNAP25. In addition, single cell ATAC sequencing also uncovered a heterogeneous response to gemcitabine treatment, revealing two gemcitabine-driven cell states with differing REST motif accessibility. Our study indicates that REST controls NE gene programs in PDAC and that loss of REST promotes gemcitabine resistance and oncogenic growth. Mirroring the heterogeneity of PDAC tumors, a subset of PDAC cells treated with gemcitabine have reduced REST motif accessibility, which may reflect a therapy resistant NE-like subpopulation.
Citation Format: Kevin Alexander MacPherson, Meghan M. Joly, Brittany Allen-Petersen, Carl Pelz, Mary C. Thoma, Kristof Torkenczy, Andrew Adey, Daniel Liefwalker, Patrick J. Worth, Rosalie C. Sears. RE1-silencing transcription factor (REST) controls neuroendocrine gene programs in pancreatic ductal adenocarcinoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 787.
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Affiliation(s)
| | | | | | - Carl Pelz
- 1Oregon Health & Science University, Portland, OR
| | | | | | - Andrew Adey
- 1Oregon Health & Science University, Portland, OR
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Cohn G, Daniel CJ, Liefwalker DF, Sears RC. Abstract 1466: MYC localizes to the nuclear pore to promote DNA repair during replication stress. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-1466] [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
Genomic instability is a hallmark of cancer which promotes oncogenic mutations in pancreatic ductal adenocarcinoma (PDAC), leading to more aggressive tumors with greater potential for drug resistance. Deregulation of the master transcription factor, MYC, is found in virtually all PDAC tumors and promotes genomic alterations by increasing replication stress, augmenting DNA repair pathways, and promoting cell survival. To resolve replication stress, stalled forks are trafficked to the nuclear pores where the necessary machinery accumulates. Activated MYC is spatially reorganized to the nuclear pores as well, a mechanism that is exacerbated in cancer. Whether MYC activity at the nuclear pores contributes to resolving replication stress in PDAC remains to be known. To investigate this mechanism, we are creating genomic and proteomic tools to determine MYC’s function at the nuclear pores during replication stress induced by olaparib treatment in PDAC cells. We found that olaparib significantly increases MYC accumulation at the nuclear pore in low-passage cell lines we established from PDAC patient tumors. Furthermore, we showed that MYC interacts with the nuclear pore resident SUMO protease, SENP1, which plays a key role in resolving stalled forks. Our preliminary data suggest a role for MYC resolving replication stress at nuclear pores, and could indicate MYC activity as a therapeutic target in olaparib-resistant PDAC.
Citation Format: Gabriel Cohn, Colin J. Daniel, Daniel F. Liefwalker, Rosalie C. Sears. MYC localizes to the nuclear pore to promote DNA repair during replication stress [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 1466.
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Affiliation(s)
- Gabriel Cohn
- 1Oregon Health & Science University, Portland, OR
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Zogopoulos G, Bi Y, Brand RE, Chung DC, Earl J, Farrell J, Graff JJ, Kastrinos F, Katona BW, Klute K, Koptiuch C, Kupfer S, Kwon RS, Lindberg JM, Lowy AM, Lucas AL, Paiella S, Permuth JB, Sears RC, Simeone DM. The PRECEDE consortium: A longitudinal international cohort study of individuals with genetic risk or familial pancreatic cancer. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.e16239] [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: 11/20/2022] Open
Abstract
e16239 Background: Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal disease with lack of effective early detection strategies. There is an incomplete understanding of who is at risk for PDAC development and the contribution of heritability to that risk. Further, efforts at biomarker development for detection of early stage disease have been hampered by small sample sizes, lack of coordination, and inadequate access to high quality clinical data and biospecimens in relevant clinical populations. The PRECEDE Consortium was established to serve as a collaborative international network of PDAC clinical and research centers to accelerate early detection advances by standardizing collection of clinical data and biospecimens from patients at increased risk for PDAC. The consortium goal is to increase the overall survival rate for PDAC to 50% in 10 years by enabling transformative biomarker-driven discoveries in early detection of high-risk premalignant lesions and early stage cancers. Methods: The PRECEDE Consortium (NCT04970056; precedestudy.org) launched in 2019 and began enrollment in May, 2020. Data and biospecimen sharing are required for centers to join the consortium, which is facilitated through use of standardized data and biospecimen collection, and a centralized database (PRECEDELink) managed by a data coordinating center (Arbor Research). Imaging and clinical sequencing data will be stored and analyzed via a PRECEDE solution in the Amazon Web Services cloud. Participants age 18-90 are enrolled into one of seven cohorts based on personal and/or family history of PDAC and carrier status of pathogenic germline variants (PGV) in cancer predisposition genes (CPG). Three-generation pedigrees are collected at enrolment from participants, and standardized clinical germline testing is offered. Blood sample collection for DNA, plasma, and serum is completed at enrollment, and repeated annually for individuals meeting guidelines for annual surveillance. Results: To date, 24 clinical sites have enrolled 2187 participants, with a target of 10,000 participants enrolled from100 sites over the next 5 years. Among enrolled patients, 55% meet criteria for annual surveillance by MRI or endoscopic ultrasound. Demographics of the cohort to date: 56% female; 73% white; 35% CPG PGV carriers; 32% meet criteria for familial pancreatic cancer. Conclusions: The PRECEDE Consortium study is a large international, longitudinal, prospective cohort study designed to accelerate the pace and scale of early diagnosis. Planned projects will address modifiers of risk, penetrance of disease, creating comprehensive risk models for clinical decision-making, and development and validation of biomarker assays. The PRECEDE Consortium provides a unique, innovative platform to bring together key stakeholders (academia, patients, public and private sector) to effect progress.
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Affiliation(s)
- George Zogopoulos
- Research Institute of the McGill University Health Centre, Montréal, QC, Canada
| | - Yan Bi
- Mayo Clinic, Jacksonville, FL
| | | | | | - Julie Earl
- Medical Oncology Department, Ramón y Cajal University Hospital, Madrid, Spain
| | - James Farrell
- Yale School of Medicine, Yale University, New Haven, CT
| | | | | | - Bryson W. Katona
- The University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Kelsey Klute
- University of Nebraska Medical Center, Omaha, NE
| | - Cathryn Koptiuch
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | | | | | | | | | | | - Salvatore Paiella
- General and Pancreatic Surgery Unit, Pancreas Institute, University of Verona, Verona, Italy
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Jain A, McCoy M, Coats C, Brown SZ, Addya S, Pelz C, Sears RC, Yeo CJ, Brody JR. HuR Plays a Role in Double-Strand Break Repair in Pancreatic Cancer Cells and Regulates Functional BRCA1-Associated-Ring-Domain-1(BARD1) Isoforms. Cancers (Basel) 2022; 14:cancers14071848. [PMID: 35406624 PMCID: PMC8997573 DOI: 10.3390/cancers14071848] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Revised: 03/07/2022] [Accepted: 04/02/2022] [Indexed: 02/06/2023] Open
Abstract
Human Antigen R (HuR/ELAVL1) is known to regulate stability of mRNAs involved in pancreatic ductal adenocarcinoma (PDAC) cell survival. Although several HuR targets are established, it is likely that many remain currently unknown. Here, we identified BARD1 mRNA as a novel target of HuR. Silencing HuR caused a >70% decrease in homologous recombination repair (HRR) efficiency as measured by the double-strand break repair (pDR-GFP reporter) assay. HuR-bound mRNAs extracted from RNP-immunoprecipitation and probed on a microarray, revealed a subset of HRR genes as putative HuR targets, including the BRCA1-Associated-Ring-Domain-1 (BARD1) (p < 0.005). BARD1 genetic alterations are infrequent in PDAC, and its context-dependent upregulation is poorly understood. Genetic silencing (siRNA and CRISPR knock-out) and pharmacological targeting of HuR inhibited both full length (FL) BARD1 and its functional isoforms (α, δ, Φ). Silencing BARD1 sensitized cells to olaparib and oxaliplatin; caused G2-M cell cycle arrest; and increased DNA-damage while decreasing HRR efficiency in cells. Exogenous overexpression of BARD1 in HuR-deficient cells partially rescued the HRR dysfunction, independent of an HuR pro-oncogenic function. Collectively, our findings demonstrate for the first time that BARD1 is a bona fide HuR target, which serves as an important regulatory point of the transient DNA-repair response in PDAC cells.
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Affiliation(s)
- Aditi Jain
- The Jefferson Pancreas, Biliary and Related Cancer Center, Department of Surgery, Thomas Jefferson University, Philadelphia, PA 19107, USA; (C.C.); (S.Z.B.); (C.J.Y.)
- Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA 19107, USA;
- Correspondence: (A.J.); (J.R.B.); Tel.: +1-215-955-2693 (A.J.); +1-443-812-1852 (J.R.B.)
| | - Matthew McCoy
- Department of Oncology, Innovation Center for Biomedical Informatics, Georgetown University Medical Center, Washington, DC 20007, USA;
| | - Carolyn Coats
- The Jefferson Pancreas, Biliary and Related Cancer Center, Department of Surgery, Thomas Jefferson University, Philadelphia, PA 19107, USA; (C.C.); (S.Z.B.); (C.J.Y.)
| | - Samantha Z. Brown
- The Jefferson Pancreas, Biliary and Related Cancer Center, Department of Surgery, Thomas Jefferson University, Philadelphia, PA 19107, USA; (C.C.); (S.Z.B.); (C.J.Y.)
- The Department of Surgery, Brenden-Colson Center for Pancreatic Care, The Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA
| | - Sankar Addya
- Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA 19107, USA;
| | - Carl Pelz
- The Department of Molecular and Medical Genetics, Brenden-Colson Center for Pancreatic Care, The Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA; (C.P.); (R.C.S.)
| | - Rosalie C. Sears
- The Department of Molecular and Medical Genetics, Brenden-Colson Center for Pancreatic Care, The Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA; (C.P.); (R.C.S.)
| | - Charles J. Yeo
- The Jefferson Pancreas, Biliary and Related Cancer Center, Department of Surgery, Thomas Jefferson University, Philadelphia, PA 19107, USA; (C.C.); (S.Z.B.); (C.J.Y.)
- Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA 19107, USA;
| | - Jonathan R. Brody
- The Department of Surgery, Brenden-Colson Center for Pancreatic Care, The Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA
- Correspondence: (A.J.); (J.R.B.); Tel.: +1-215-955-2693 (A.J.); +1-443-812-1852 (J.R.B.)
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Daniel CJ, Pelz C, Wang X, Munks MW, Ko A, Murugan D, Byers SA, Juarez E, Taylor KL, Fan G, Coussens LM, Link JM, Sears RC. T-cell dysfunction upon expression of MYC with altered phosphorylation at Threonine 58 and Serine 62. Mol Cancer Res 2022; 20:1151-1165. [PMID: 35380701 DOI: 10.1158/1541-7786.mcr-21-0560] [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] [Received: 07/16/2021] [Revised: 03/01/2022] [Accepted: 03/29/2022] [Indexed: 11/16/2022]
Abstract
As a transcription factor that promotes cell growth, proliferation and apoptosis, c-MYC (MYC) expression in the cell is tightly controlled. Disruption of oncogenic signaling pathways in human cancers can increase MYC protein stability, due to altered phosphorylation ratios at two highly conserved sites, Threonine 58 (T58) and Serine 62 (S62). The T58 to Alanine mutant (T58A) of MYC mimics the stabilized, S62 phosphorylated, and highly oncogenic form of MYC. The S62A mutant is also stabilized, lacks phosphorylation at both Serine 62 and Threonine 58, and has been shown to be non-transforming in vitro. However, several regulatory proteins are reported to associate with MYC lacking phosphorylation at S62 and T58, and the role this form of MYC plays in MYC transcriptional output and in vivo oncogenic function is understudied. We generated conditional c-Myc knock-in mice in which the expression of wild-type MYC (MYCWT), the T58A mutant (MYCT58A), or the S62A mutant (MYCS62A) with or without expression of endogenous Myc is controlled by the T-cell-specific Lck-Cre recombinase. MYCT58A expressing mice developed clonal T-cell lymphomas with 100% penetrance and conditional knock-out of endogenous Myc accelerated this lymphomagenesis. In contrast, MYCS62A mice developed clonal T-cell lymphomas at a much lower penetrance, and the loss of endogenous MYC reduced the penetrance while increasing the appearance of a non-transgene driven B-cell lymphoma with splenomegaly. Together, our study highlights the importance of regulated phosphorylation of MYC at T58 and S62 for T-cell transformation. Implications: Dysregulation of phosphorylation at conserved T58 and S62 residues of MYC differentially affects T-cell development and lymphomagenesis.
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Affiliation(s)
- Colin J Daniel
- Oregon Health & Science University, Portland, OR, United States
| | - Carl Pelz
- Oregon Health & Science University, Portland, OR, United States
| | - Xiaoyan Wang
- Oregon Health & Science University, Portland, Oregon, United States
| | - Michael W Munks
- Oregon Health & Science University, Portland, OR, United States
| | - Aaron Ko
- Oregon Health & Science University, Portland, OR, United States
| | | | - Sarah A Byers
- Oregon Health & Science University, Portland, OR, United States
| | - Eleonora Juarez
- Oregon Health & Science University, Portland, OR, United States
| | - Karyn L Taylor
- Oregon Health & Science University, Portland, OR, United States
| | - Guang Fan
- Oregon Health & Science University Knight Cancer Institute, Portland, OR, United States
| | - Lisa M Coussens
- Oregon Health & Science University, Portland, OR, United States
| | - Jason M Link
- Oregon Health & Science University, Portland, Oregon, United States
| | - Rosalie C Sears
- Oregon Health & Science University, Portland, Oregon, United States
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Mulqueen RM, Pokholok D, O’Connell BL, Thornton CA, Zhang F, O’Roak BJ, Link J, Yardımcı GG, Sears RC, Steemers FJ, Adey AC. High-content single-cell combinatorial indexing. Nat Biotechnol 2021; 39:1574-1580. [PMID: 34226710 PMCID: PMC8678206 DOI: 10.1038/s41587-021-00962-z] [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] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Accepted: 05/20/2021] [Indexed: 02/06/2023]
Abstract
Single-cell combinatorial indexing (sci) with transposase-based library construction increases the throughput of single-cell genomics assays but produces sparse coverage in terms of usable reads per cell. We develop symmetrical strand sci ('s3'), a uracil-based adapter switching approach that improves the rate of conversion of source DNA into viable sequencing library fragments following tagmentation. We apply this chemistry to assay chromatin accessibility (s3-assay for transposase-accessible chromatin, s3-ATAC) in human cortical and mouse whole-brain tissues, with mouse datasets demonstrating a six- to 13-fold improvement in usable reads per cell compared with other available methods. Application of s3 to single-cell whole-genome sequencing (s3-WGS) and to whole-genome plus chromatin conformation (s3-GCC) yields 148- and 14.8-fold improvements, respectively, in usable reads per cell compared with sci-DNA-sequencing and sci-HiC. We show that s3-WGS and s3-GCC resolve subclonal genomic alterations in patient-derived pancreatic cancer cell lines. We expect that the s3 platform will be compatible with other transposase-based techniques, including sci-MET or CUT&Tag.
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Affiliation(s)
- Ryan M. Mulqueen
- Oregon Health & Science University, Department of Molecular and Medical Genetics, Portland, OR
| | | | - Brendan L. O’Connell
- Oregon Health & Science University, Department of Molecular and Medical Genetics, Portland, OR
| | - Casey A. Thornton
- Oregon Health & Science University, Department of Molecular and Medical Genetics, Portland, OR
| | | | - Brian J. O’Roak
- Oregon Health & Science University, Department of Molecular and Medical Genetics, Portland, OR
| | - Jason Link
- Oregon Health & Science University, Department of Molecular and Medical Genetics, Portland, OR,Oregon Health & Science University, Knight Cancer Institute, Portland, OR,Oregon Health & Science University, Brendan Colson Center for Pancreatic Care, Portland, OR
| | - Galip Gürkan Yardımcı
- Oregon Health & Science University, Knight Cancer Institute, Portland, OR,Oregon Health & Science University, Cancer Early Detection Advanced Research Center, Portland, OR
| | - Rosalie C. Sears
- Oregon Health & Science University, Department of Molecular and Medical Genetics, Portland, OR,Oregon Health & Science University, Knight Cancer Institute, Portland, OR,Oregon Health & Science University, Brendan Colson Center for Pancreatic Care, Portland, OR,Oregon Health & Science University, Cancer Early Detection Advanced Research Center, Portland, OR
| | | | - Andrew C. Adey
- Oregon Health & Science University, Department of Molecular and Medical Genetics, Portland, OR,Oregon Health & Science University, Knight Cancer Institute, Portland, OR,Oregon Health & Science University, Cancer Early Detection Advanced Research Center, Portland, OR,Oregon Health & Science University, Department of Oncological Sciences, Portland, OR,Oregon Health & Science University, Knight Cardiovascular Institute, Portland, OR,Correspondence to
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English IA, Worth PJ, Farrell AT, Allen-Petersen BL, Shah V, Betts C, Wang X, Daniel CJ, Thoma MC, Coussens LM, Langer EM, Sears RC. Abstract PO-061: Myc drives phenotypic heterogeneity, metastasis, and therapy resistance in pancreatic ductal adenocarcinoma. Cancer Res 2021. [DOI: 10.1158/1538-7445.panca21-po-061] [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
Pancreatic ductal adenocarcinoma (PDAC) ranks among the top three most aggressive cancers in the United States and is projected to increase in incidence over the next few years. Standard of care treatment for PDAC consists of a cocktail of harsh chemotherapies, which have improved overall survival by only a few percentage points – to a 5-year survival rate of 10%. One commonly deregulated pathway in PDAC is c-MYC (MYC), a potent transcription factor. MYC plays an important role in tumor progression and its deregulation has been correlated with tumor aggressiveness and therapeutic resistance in PDAC and other cancers. Recently, oncogenic MYC expression has been shown to regulate elements of the tumor microenvironment (TME) in mouse models of multiple cancers. In PDAC, MYC’s expression has been linked to a desmoplastic immune suppressive TME, yet the specific mechanism has yet to be described. Here, in order to better model the disease and to interrogate questions of how MYC regulates the tumor immune and stromal microenvironment, we have generated a novel genetically engineered mouse model (GEMM) of PDAC. Our model (KMCERT2) has inducible Cre-driven expression of both mutant Kras and low deregulated Myc in the pancreas. We have found that deregulated MYC cooperates with KRASG12D in the adult pancreas to drive PDAC in our inducible KMCERT2 mouse model and that our model recapitulates inter- and intra-tumoral heterogeneity seen within clinical PDAC populations as well as consistent metastasis to liver in both spontaneous and orthotopic transplant settings. Currently, a majority of murine studies of PDAC are performed using an embryonic KrasG12D- and p53 loss/mutant-driven PDAC model (KPC). In contrast to the KPC model, our inducible KMCERT2 model of PDAC displays genetic changes, such as CDKN2A and SMAD4 loss, comparable to human disease. Interestingly, multiplexed immunohistochemistry analysis of immune cell composition of spontaneous KMCERT2 tumors compared to the commonly used KPC shows an increased density of antigen presenting cells (APCs) within MYC-driven tumors. Human PDAC is often resistant to standard of care therapies such as gemcitabine and FOLFIRINOX. Orthotopic therapeutic studies using our KMCERT2 cell lines demonstrate a similar resistance to these therapies. To further understand the mechanisms underlying our observed phenotypes, we have conducted RNAseq and DNA sequencing on both microdissected autochthonous tumor specimens and KMCERT2 tumor-derived cell lines. Together, this work investigates the role of deregulated MYC expression in metastatic behavior, immune phenotypes, and therapeutic response in murine PDAC. It also provides both spontaneous and orthotopic mouse models of PDAC that recapitulate the heterogeneous and highly metastatic nature of the human disease, allowing for important therapeutic testing opportunities.
Citation Format: Isabel A. English, Patrick J. Worth, Amy T. Farrell, Brittany L. Allen-Petersen, Vidhi Shah, Courtney Betts, Xiaoyan Wang, Colin J. Daniel, Mary C. Thoma, Lisa M. Coussens, Ellen M. Langer, Rosalie C. Sears. Myc drives phenotypic heterogeneity, metastasis, and therapy resistance in pancreatic ductal adenocarcinoma [abstract]. In: Proceedings of the AACR Virtual Special Conference on Pancreatic Cancer; 2021 Sep 29-30. Philadelphia (PA): AACR; Cancer Res 2021;81(22 Suppl):Abstract nr PO-061.
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Affiliation(s)
| | | | | | | | - Vidhi Shah
- 1Oregon Health & Science University, Portland, OR,
| | | | - Xiaoyan Wang
- 1Oregon Health & Science University, Portland, OR,
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Link JM, Worth PJ, Keith D, Owen S, Grossblatt-Wait A, Pelz C, Holly H, Tsuda M, MacPherson K, Brody J, Lopez C, Sheppard BC, Sears RC. Abstract PR-007: Lung-tropic, liver-averse, primary PDAC tumors are associated with greater peripheral T cell diversity and have a unique, subtype-independent, gene-expression signature that significantly correlates with longer survival. Cancer Res 2021. [DOI: 10.1158/1538-7445.panca21-pr-007] [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
Pancreatic Ductal Adenocarcinoma (PDAC) is predicted to become the second leading cause of cancer-related death in the United States, and most patients who present with metastatic PDAC die within a year. However, we and others have found that patients with lung metastases in the absence of liver metastases survive significantly longer than patients who present with liver metastases. We analyzed an unpublished RNASeq dataset from ~300 tumor-enriched samples from primary and metastatic PDAC specimens. Consistent with many previous publications, we found that patients with basal/squamoid-subtype tumors had significantly worse outcomes than patients with classical/ductal-subtype tumors. Additionally, we identified that most primary tumors from patients who develop lung – but not liver – metastases are classical subtype. However, this association did not wholly account for the pro-survival effect of lung-tropic, liver-averse metastatic disease because patients with lung-tropic, liver-averse, classical-subtype, primary tumors had significantly better outcomes than patients with liver-tropic, classical-subtype tumors. To identify and parse metastatic organotropism from subtype, we used organotropism-independent and subtype-independent, primary-tumor training cohorts to generate two non-overlapping gene sets that were significantly enriched in test cohorts of either primary, basal-subtype or liver-tropic tumors over primary tumors that were classical-subtype or lung-tropic and liver-averse, respectively. When applied to all primary tumors in our dataset, both the subtype-specific and organotropism-specific gene sets significantly correlated with patient outcome. From an unpublished analysis of TCRbeta CDR3 sequences from ~250 paired blood and primary tumor samples, we identified significantly greater TCRbeta diversity in blood and primary tumors from patients with lung-tropic, liver-averse disease. Additionally, we found evidence that TCRbeta rearrangements from liver-tropic primary tumors were more likely to be found in autologous peripheral blood samples than TCRbeta rearrangements from lung-tropic, liver-averse primary tumors. We also found that TCRbeta sequences were often shared between samples from patients with liver-tropic disease but never shared between samples from patients with lung-tropic, liver-averse disease. Overall, our results point to a lung-tropic, liver-averse form of PDAC that – independent of tumor subtype – leads to positive outcomes, and that T cell diversity may have a causal relationship and/or may serve as a biomarker of long-term survival with lung-tropic, liver-averse disease.
Citation Format: Jason M. Link, Patrick J. Worth, Dove Keith, Sydney Owen, Alison Grossblatt-Wait, Carl Pelz, Hannah Holly, Motoyuki Tsuda, Kevin MacPherson, Jonathan Brody, Charles Lopez, Brett C. Sheppard, Rosalie C. Sears. Lung-tropic, liver-averse, primary PDAC tumors are associated with greater peripheral T cell diversity and have a unique, subtype-independent, gene-expression signature that significantly correlates with longer survival [abstract]. In: Proceedings of the AACR Virtual Special Conference on Pancreatic Cancer; 2021 Sep 29-30. Philadelphia (PA): AACR; Cancer Res 2021;81(22 Suppl):Abstract nr PR-007.
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Affiliation(s)
| | | | - Dove Keith
- Oregon Health & Science University, Portland, OR
| | - Sydney Owen
- Oregon Health & Science University, Portland, OR
| | | | - Carl Pelz
- Oregon Health & Science University, Portland, OR
| | - Hannah Holly
- Oregon Health & Science University, Portland, OR
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Langer EM, English IA, Shah V, MacPherson K, Kresse KM, Allen-Petersen BL, Daniel CJ, Sherman MH, Adey A, Sears RC. Abstract PO-113: The prolyl isomerase PIN1 plays a critical role in fibroblast differentiation states to support pancreatic cancer. Cancer Res 2021. [DOI: 10.1158/1538-7445.panca21-po-113] [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
PIN1 is a phosphorylation-directed prolyl isomerase that alters the conformation and, therefore, the function of many proteins. PIN1 overexpression in cancer contributes to cancer cell-intrinsic phenotypes including cellular proliferation and migration. While its pro-tumor functions have generated interest in therapeutic targeting of PIN1 for cancer treatment, the effects of PIN1 inhibition on tumor-associated stromal phenotypes have not yet been studied. We assessed pancreatic cancer xenografts and genetically engineered p48-Cre; LSL-KrasG12D; p53R172H (KPC) mice that were treated with small molecule PIN1 inhibitors or crossed into a full body PIN1 knockout (Pin1−/−), and found that PIN1 inhibition or loss decreased tumor growth and extended overall survival. To interrogate a direct role for PIN1 in the stroma, we orthotopically injected a KPC cell line into syngeneic Pin1+/+ or Pin1−/− hosts and found dramatic reduction of tumor cell growth in Pin1−/− hosts. Further analysis of the Pin1−/− tumor microenvironment revealed decreased expression of alpha-SMA, a marker of myofibroblastic cancer associated fibroblasts (myCAFs), as well as decreased ECM deposition and/or organization. Pancreatic stellate cells (PSCs) activated in the tumor microenvironment play a major role in the deposition of ECM and secrete growth factors to support tumor cell proliferation and survival. We, therefore, interrogated the role of PIN1 in PSCs. We found that loss of PIN1 in PSCs inhibits TGF-beta-induced stellate cell activation into a myofibroblast phenotype. Single cell ATAC-seq analysis demonstrated that a subset of TGF-beta responsive changes to chromatin accessibility are impaired in the absence of PIN1, and suggests that specific transcription factor families may play a role in the PIN1-dependent response to TGF-beta. Further analysis of PSCs or CAFs with PIN1 loss indicated that, at baseline, these cells express gene programs consistent with the recently described antigen presenting CAFs (apCAFs). Finally, in addition to changes in cellular state and plasticity, we found that loss of PIN1 alters PSC secretion of paracrine factors that support oncogenic phenotypes. For example, PSCs with loss of PIN1 have reduced expression of HGF and increased expression of VEGF, resulting in altered cancer cell and vascular phenotypes. This work establishes a role for PIN1 in regulating fibroblast function and suggests that targeting PIN1 in cancer will have a broad anti-tumor effect. Our ongoing work continues to use 2D co-cultures, heterotypic 3D bioprinted tissues, and in vivo mouse models to interrogate the precise mechanisms by which PIN1 controls fibroblast phenotypes and impact of these changes on tumor phenotypes and outcomes.
Citation Format: Ellen M. Langer, Isabel A. English, Vidhi Shah, Kevin MacPherson, Kayleigh M. Kresse, Brittany L. Allen-Petersen, Colin J. Daniel, Mara H. Sherman, Andrew Adey, Rosalie C. Sears. The prolyl isomerase PIN1 plays a critical role in fibroblast differentiation states to support pancreatic cancer [abstract]. In: Proceedings of the AACR Virtual Special Conference on Pancreatic Cancer; 2021 Sep 29-30. Philadelphia (PA): AACR; Cancer Res 2021;81(22 Suppl):Abstract nr PO-113.
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Affiliation(s)
| | | | - Vidhi Shah
- 1Oregon Health & Science University, Portland, OR,
| | | | | | | | | | | | - Andrew Adey
- 1Oregon Health & Science University, Portland, OR,
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Grygoryev D, Ekstrom T, Link JM, Sears RC, Kim J. Abstract PO-041: Systemic screening of gene delivery methods in pancreatic ductal adenocarcinoma cells. Cancer Res 2021. [DOI: 10.1158/1538-7445.panca21-po-041] [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
Deaths in the United States due to Pancreatic Ductal Adenocarcinoma (PDAC) has risen steadily since 1990, and PDAC is expected to be the second leading cause of cancer death by 2025. Such a dismal prognosis is mainly attributed to the fact that tumors are detected too late for an effective treatment. Additionally, even when detected early, PDAC is challenging to treat with existing treatment options. Thus, there is a need for improved treatment strategies for pancreatic cancer patients. Great efforts have been made to develop and test new targets in various model systems such as tumor cell lines, tumor organoid models, and patient-derived xenografts (PDXs). We previously demonstrated a proof-of-principle of cellular reprogramming to pluripotent state to model PDAC progression and utilized it as a discovery tool for early detection markers for PDAC. However, reprogramming efficiency was remarkably low and it is, at least in part, attributed to uneven gene delivery efficiencies across cell types in human pancreatic normal and cancer cells. Intriguingly, classical ductal cell types were more resistant to transduction with conventional VSV-G-pseudotyped lentivirus (LeV) than squamous subtype pancreatic cancer. To better understand the susceptibility of different types of pancreatic cancer cells to viral transduction and improve the gene delivery efficiency, we analyzed transduction of LeV, Sendai Virus (SeV), and episomal vector transfection efficiencies in classical ductal and squamous cell types. We used human pancreatic duct epithelial and foreskin fibroblast cell lines as controls. We found that transduction efficiency of LeV in both types of PDAC cell lines are significantly lower compared to control cell lines and considerably higher in squamous type compared to classical ductal type. In contrast, transduction efficiency of SeV was similar for both classical ductal and squamous types of PDAC cell lines and significantly higher compared to LeV efficiency (90% vs 5-25% at MOI 1). We also found that nucleofection transfection efficiency of episomal vector is significantly higher in squamous cell type compared to classical ductal cells (67% vs 55%). This is significantly higher than transduction efficiency of LeV (25 and 5% at MOI 1 correspondingly) but lower compared to SeV transduction efficiency. Thus, both SeV and nucleofection delivery methods show higher efficiency compared to LeV and can be successfully used as gene delivery methods in PDAC cell lines. By completing this study, we can provide a tailored gene delivery method for pancreatic cancer, and this information can be harnessed for cellular reprograming of human PDAC as well as testing newly developing targets in other model systems in vitro and ex vivo.This work is supported by OHSU/CEDAR project award 68182-939-000.
Citation Format: Dmytro Grygoryev, Taelor Ekstrom, Jason M. Link, Rosalie C. Sears, Jungsun Kim. Systemic screening of gene delivery methods in pancreatic ductal adenocarcinoma cells [abstract]. In: Proceedings of the AACR Virtual Special Conference on Pancreatic Cancer; 2021 Sep 29-30. Philadelphia (PA): AACR; Cancer Res 2021;81(22 Suppl):Abstract nr PO-041.
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Affiliation(s)
- Dmytro Grygoryev
- 1Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Portland, OR,
| | - Taelor Ekstrom
- 1Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Portland, OR,
| | | | | | - Jungsun Kim
- 1Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Portland, OR,
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Cohn GM, Daniel CJ, Liefwalker DF, Sears RC. Abstract PO-081: Studying MYC's contribution to replication stress at the nuclear pore. Cancer Res 2021. [DOI: 10.1158/1538-7445.panca21-po-081] [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
Genomic instability is a hallmark of cancer which promotes oncogenic mutations in pancreatic ductal adenocarcinoma (PDAC), leading to more aggressive tumors with greater potential for drug resistance. Deregulation of the master transcription factor, MYC, is found in virtually all PDAC tumors and promotes genomic alterations by increasing replication stress, augmenting DNA repair pathways, and promoting cell survival. To resolve replication stress, stalled forks are trafficked to the nuclear pores where the necessary machinery accumulates. Activated MYC is spatially reorganized to the nuclear pores as well, a mechanism that is exacerbated in cancer. Whether MYC activity at the nuclear pores contributes to resolving replication stress in PDAC remains to be known. To investigate this mechanism, we are creating genomic and proteomic tools to determine MYC’s function at the nuclear pores during replication stress induced by olaparib treatment in PDAC cells. We found that olaparib significantly increases MYC accumulation at the nuclear pore in low-passage cell lines we established from PDAC patient tumors. Furthermore, we showed that MYC interacts with the nuclear pore resident SUMO protease, SENP1, which plays a key role in resolving stalled forks. Our preliminary data suggest a role for MYC resolving replication stress at nuclear pores, and could indicate MYC activity as a therapeutic target in olaparib-resistant PDAC.
Citation Format: Gabriel M. Cohn, Colin J. Daniel, Daniel F. Liefwalker, Rosalie C. Sears. Studying MYC's contribution to replication stress at the nuclear pore [abstract]. In: Proceedings of the AACR Virtual Special Conference on Pancreatic Cancer; 2021 Sep 29-30. Philadelphia (PA): AACR; Cancer Res 2021;81(22 Suppl):Abstract nr PO-081.
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Dubiella C, Pinch BJ, Koikawa K, Zaidman D, Poon E, Manz TD, Nabet B, He S, Resnick E, Rogel A, Langer EM, Daniel CJ, Seo HS, Chen Y, Adelmant G, Sharifzadeh S, Ficarro SB, Jamin Y, Martins da Costa B, Zimmerman MW, Lian X, Kibe S, Kozono S, Doctor ZM, Browne CM, Yang A, Stoler-Barak L, Shah RB, Vangos NE, Geffken EA, Oren R, Koide E, Sidi S, Shulman Z, Wang C, Marto JA, Dhe-Paganon S, Look T, Zhou XZ, Lu KP, Sears RC, Chesler L, Gray NS, London N. Sulfopin is a covalent inhibitor of Pin1 that blocks Myc-driven tumors in vivo. Nat Chem Biol 2021; 17:954-963. [PMID: 33972797 PMCID: PMC9119696 DOI: 10.1038/s41589-021-00786-7] [Citation(s) in RCA: 53] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Accepted: 03/18/2021] [Indexed: 12/13/2022]
Abstract
The peptidyl-prolyl isomerase, Pin1, is exploited in cancer to activate oncogenes and inactivate tumor suppressors. However, despite considerable efforts, Pin1 has remained an elusive drug target. Here, we screened an electrophilic fragment library to identify covalent inhibitors targeting Pin1's active site Cys113, leading to the development of Sulfopin, a nanomolar Pin1 inhibitor. Sulfopin is highly selective, as validated by two independent chemoproteomics methods, achieves potent cellular and in vivo target engagement and phenocopies Pin1 genetic knockout. Pin1 inhibition had only a modest effect on cancer cell line viability. Nevertheless, Sulfopin induced downregulation of c-Myc target genes, reduced tumor progression and conferred survival benefit in murine and zebrafish models of MYCN-driven neuroblastoma, and in a murine model of pancreatic cancer. Our results demonstrate that Sulfopin is a chemical probe suitable for assessment of Pin1-dependent pharmacology in cells and in vivo, and that Pin1 warrants further investigation as a potential cancer drug target.
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Affiliation(s)
- Christian Dubiella
- Department of Organic Chemistry, The Weizmann Institute of Science, Rehovot, Israel
| | - Benika J Pinch
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
- Department of Chemistry and Chemical Biology, Department of Chemical Biology, Harvard University, Cambridge, MA, USA
| | - Kazuhiro Koikawa
- Department of Medicine, Division of Translational Therapeutics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Cancer Research Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Daniel Zaidman
- Department of Organic Chemistry, The Weizmann Institute of Science, Rehovot, Israel
| | - Evon Poon
- Division of Clinical Studies, The Institute of Cancer Research, London, UK
| | - Theresa D Manz
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
- Department of Pharmaceutical and Medicinal Chemistry, Saarland University, Saarbruecken, Germany
| | - Behnam Nabet
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Shuning He
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Efrat Resnick
- Department of Organic Chemistry, The Weizmann Institute of Science, Rehovot, Israel
| | - Adi Rogel
- Department of Organic Chemistry, The Weizmann Institute of Science, Rehovot, Israel
| | - Ellen M Langer
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Colin J Daniel
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Hyuk-Soo Seo
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Ying Chen
- College of Chemistry and Molecular Engineering, Peking University, Beijing, China
| | - Guillaume Adelmant
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Blais Proteomics Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Shabnam Sharifzadeh
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Blais Proteomics Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Scott B Ficarro
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Blais Proteomics Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Yann Jamin
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK
| | | | - Mark W Zimmerman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Xiaolan Lian
- Department of Medicine, Division of Translational Therapeutics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Cancer Research Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Shin Kibe
- Department of Medicine, Division of Translational Therapeutics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Cancer Research Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Shingo Kozono
- Department of Medicine, Division of Translational Therapeutics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Cancer Research Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Zainab M Doctor
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Christopher M Browne
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
- Discovery Biology, Discovery Sciences, Biopharmaceuticals R&D, AstraZeneca, Boston, MA, USA
| | - Annan Yang
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Liat Stoler-Barak
- Department of Immunology, The Weizmann Institute of Science, Rehovot, Israel
| | - Richa B Shah
- Department of Medicine, Division of Hematology and Medical Oncology, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Cell, Developmental and Regenerative Biology, The Graduate School of Biomedical Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Nicholas E Vangos
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Ezekiel A Geffken
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Roni Oren
- Department of Veterinary Resources, The Weizmann Institute of Science, Rehovot, Israel
| | - Eriko Koide
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Samuel Sidi
- Department of Medicine, Division of Hematology and Medical Oncology, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Cell, Developmental and Regenerative Biology, The Graduate School of Biomedical Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ziv Shulman
- Department of Immunology, The Weizmann Institute of Science, Rehovot, Israel
| | - Chu Wang
- College of Chemistry and Molecular Engineering, Peking University, Beijing, China
| | - Jarrod A Marto
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Blais Proteomics Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Sirano Dhe-Paganon
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Thomas Look
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Division of Pediatric Hematology/Oncology Boston Children's Hospital, Boston, MA, USA
| | - Xiao Zhen Zhou
- Department of Medicine, Division of Translational Therapeutics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Cancer Research Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Kun Ping Lu
- Department of Medicine, Division of Translational Therapeutics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Cancer Research Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Rosalie C Sears
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
- Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University, Portland, OR, USA
| | - Louis Chesler
- Division of Clinical Studies, The Institute of Cancer Research, London, UK
| | - Nathanael S Gray
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA.
- Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, CA, USA.
| | - Nir London
- Department of Organic Chemistry, The Weizmann Institute of Science, Rehovot, Israel.
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Liefwalker DF, Ryan M, Wang Z, Pathak KV, Plaisier S, Shah V, Babra B, Dewson GS, Lai IK, Mosley AR, Fueger PT, Casey SC, Jiang L, Pirrotte P, Swaminathan S, Sears RC. Metabolic convergence on lipogenesis in RAS, BCR-ABL, and MYC-driven lymphoid malignancies. Cancer Metab 2021; 9:31. [PMID: 34399819 PMCID: PMC8369789 DOI: 10.1186/s40170-021-00263-8] [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] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Accepted: 06/23/2021] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND Metabolic reprogramming is a central feature in many cancer subtypes and a hallmark of cancer. Many therapeutic strategies attempt to exploit this feature, often having unintended side effects on normal metabolic programs and limited efficacy due to integrative nature of metabolic substrate sourcing. Although the initiating oncogenic lesion may vary, tumor cells in lymphoid malignancies often share similar environments and potentially similar metabolic profiles. We examined cells from mouse models of MYC-, RAS-, and BCR-ABL-driven lymphoid malignancies and find a convergence on de novo lipogenesis. We explore the potential role of MYC in mediating lipogenesis by 13C glucose tracing and untargeted metabolic profiling. Inhibition of lipogenesis leads to cell death both in vitro and in vivo and does not induce cell death of normal splenocytes. METHODS We analyzed RNA-seq data sets for common metabolic convergence in lymphoma and leukemia. Using in vitro cell lines derived in from conditional MYC, RAS, and BCR-ABL transgenic murine models and oncogene-driven human cell lines, we determined gene regulation, metabolic profiles, and sensitivity to inhibition of lipogenesis in lymphoid malignancies. We utilize preclinical murine models and transgenic primary model of T-ALL to determine the effect of lipogenesis blockade across BCR-ABL-, RAS-, and c-MYC-driven lymphoid malignancies. Statistical significance was calculated using unpaired t-tests and one-way ANOVA. RESULTS This study illustrates that de novo lipid biogenesis is a shared feature of several lymphoma subtypes. Using cell lines derived from conditional MYC, RAS, and BCR-ABL transgenic murine models, we demonstrate shared responses to inhibition of lipogenesis by the acetyl-coA carboxylase inhibitor 5-(tetradecloxy)-2-furic acid (TOFA), and other lipogenesis inhibitors. We performed metabolic tracing studies to confirm the influence of c-MYC and TOFA on lipogenesis. We identify specific cell death responses to TOFA in vitro and in vivo and demonstrate delayed engraftment and progression in vivo in transplanted lymphoma cell lines. We also observe delayed progression of T-ALL in a primary transgenic mouse model upon TOFA administration. In a panel of human cell lines, we demonstrate sensitivity to TOFA treatment as a metabolic liability due to the general convergence on de novo lipogenesis in lymphoid malignancies driven by MYC, RAS, or BCR-ABL. Importantly, cell death was not significantly observed in non-malignant cells in vivo. CONCLUSIONS These studies suggest that de novo lipogenesis may be a common survival strategy for many lymphoid malignancies and may be a clinically exploitable metabolic liability. TRIAL REGISTRATION This study does not include any clinical interventions on human subjects.
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Affiliation(s)
- Daniel F Liefwalker
- Department of Molecular and Medical Genetics, Oregon Health and Science University, Portland, OR, 97201, USA.
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR, 97201, USA.
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA.
| | - Meital Ryan
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Zhichao Wang
- Department of Molecular & Cellular Endocrinology, Diabetes and Metabolism Research Institute, City of Hope Medical Center, Duarte, CA, 91010, USA
| | - Khyatiben V Pathak
- Collaborative Center for Translational Mass Spectrometry, Translational Genomics Research Institute, 445 N 5th St, Phoenix, AZ, 85004, USA
| | - Seema Plaisier
- Collaborative Center for Translational Mass Spectrometry, Translational Genomics Research Institute, 445 N 5th St, Phoenix, AZ, 85004, USA
| | - Vidhi Shah
- Department of Molecular and Medical Genetics, Oregon Health and Science University, Portland, OR, 97201, USA
- Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University, Portland, OR, 97201, USA
| | - Bobby Babra
- Molecular & Cellular Biology, Oregon State University, Corvallis, Oregon, 97331, USA
| | - Gabrielle S Dewson
- Department of Molecular and Medical Genetics, Oregon Health and Science University, Portland, OR, 97201, USA
- Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University, Portland, OR, 97201, USA
| | - Ian K Lai
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Adriane R Mosley
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Patrick T Fueger
- Department of Molecular & Cellular Endocrinology, Diabetes and Metabolism Research Institute, City of Hope Medical Center, Duarte, CA, 91010, USA
- Comprehensive Cancer Center, Beckman Research Institute, City of Hope Medical Center, Duarte, CA, 91010, USA
| | - Stephanie C Casey
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Lei Jiang
- Department of Molecular & Cellular Endocrinology, Diabetes and Metabolism Research Institute, City of Hope Medical Center, Duarte, CA, 91010, USA
- Comprehensive Cancer Center, Beckman Research Institute, City of Hope Medical Center, Duarte, CA, 91010, USA
| | - Patrick Pirrotte
- Collaborative Center for Translational Mass Spectrometry, Translational Genomics Research Institute, 445 N 5th St, Phoenix, AZ, 85004, USA
| | - Srividya Swaminathan
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Department of Systems Biology, Beckman Research Institute of the City of Hope, Monrovia, CA, 91016, USA
- Department of Hematological Malignancies, Beckman Research Institute of City of Hope, Duarte, CA, 91010, USA
| | - Rosalie C Sears
- Department of Molecular and Medical Genetics, Oregon Health and Science University, Portland, OR, 97201, USA
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR, 97201, USA
- Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University, Portland, OR, 97201, USA
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MacPherson KA, Joly MM, Allen-Petersen B, Pelz C, Thoma MC, Torkenczy K, Adey A, Liefwalker D, Worth PJ, Sears RC. Abstract 2480: RE1-silencing transcription factor (REST) controls neuroendocrine gene programs in pancreatic ductal adenocarcinoma. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-2480] [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
Neuroendocrine (NE) differentiation features contribute to intratumoral heterogeneity and aggressive biology in a subset of pancreatic ductal adenocarcinoma (PDAC) tumors associated with poor disease outcome. We recently showed that treating pancreatic cancer cells with gemcitabine, a standard-of-care chemotherapy for PDAC, increases expression of NE markers, suggesting that ductal to neuroendocrine lineage plasticity could play a role in drug resistance. NE features in prostate cancer have been previously associated with loss of the neuronal gene repressor RE1-Silencing Transcription Factor (REST); in the present study, we explore a potential role of REST in regulating NE differentiation in PDAC. Our experiments show that loss of REST in PDAC cells increases NE gene expression, gemcitabine resistance, and colony formation. RNA sequencing data from gemcitabine-treated PDAC cells were enriched for REST target genes, suggesting gemcitabine relieves REST-mediated repression. Chromatin immunoprecipitation experiments corroborated this by demonstrating that gemcitabine reduces REST binding to the NE genes SYP and SNAP25. In addition, single cell ATAC sequencing also uncovered a heterogeneous response to gemcitabine treatment, revealing two gemcitabine-driven cell states with differing REST motif accessibility. Our study indicates that REST controls NE gene programs in PDAC and that loss of REST promotes gemcitabine resistance and oncogenic growth. Mirroring the heterogeneity of PDAC tumors, a subset of PDAC cells treated with gemcitabine have reduced REST motif accessibility, which may reflect a therapy resistant NE-like subpopulation.
Citation Format: Kevin Alexander MacPherson, Meghan M. Joly, Brittany Allen-Petersen, Carl Pelz, Mary C. Thoma, Kristof Torkenczy, Andrew Adey, Daniel Liefwalker, Patrick J. Worth, Rosalie C. Sears. RE1-silencing transcription factor (REST) controls neuroendocrine gene programs in pancreatic ductal adenocarcinoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 2480.
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Affiliation(s)
| | | | | | - Carl Pelz
- Oregon Health & Science University, Portland, OR
| | | | | | - Andrew Adey
- Oregon Health & Science University, Portland, OR
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Sun XX, Li Y, Sears RC, Dai MS. Targeting the MYC Ubiquitination-Proteasome Degradation Pathway for Cancer Therapy. Front Oncol 2021; 11:679445. [PMID: 34178666 PMCID: PMC8226175 DOI: 10.3389/fonc.2021.679445] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 05/24/2021] [Indexed: 12/23/2022] Open
Abstract
Deregulated MYC overexpression and activation contributes to tumor growth and progression. Given the short half-life and unstable nature of the MYC protein, it is not surprising that the oncoprotein is highly regulated via diverse posttranslational mechanisms. Among them, ubiquitination dynamically controls the levels and activity of MYC during normal cell growth and homeostasis, whereas the disturbance of the ubiquitination/deubiquitination balance enables unwanted MYC stabilization and activation. In addition, MYC is also regulated by SUMOylation which crosstalks with the ubiquitination pathway and controls MYC protein stability and activity. In this mini-review, we will summarize current updates regarding MYC ubiquitination and provide perspectives about these MYC regulators as potential therapeutic targets in cancer.
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Affiliation(s)
- Xiao-Xin Sun
- Department of Molecular & Medical Genetics, School of Medicine and the OHSU Knight Cancer Institute, Oregon Health & Science University, Portland, OR, United States
| | - Yanping Li
- Department of Molecular & Medical Genetics, School of Medicine and the OHSU Knight Cancer Institute, Oregon Health & Science University, Portland, OR, United States
| | - Rosalie C Sears
- Department of Molecular & Medical Genetics, School of Medicine and the OHSU Knight Cancer Institute, Oregon Health & Science University, Portland, OR, United States
| | - Mu-Shui Dai
- Department of Molecular & Medical Genetics, School of Medicine and the OHSU Knight Cancer Institute, Oregon Health & Science University, Portland, OR, United States
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42
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Di Leo L, Bodemeyer V, Bosisio FM, Claps G, Carretta M, Rizza S, Faienza F, Frias A, Khan S, Bordi M, Pacheco MP, Di Martino J, Bravo-Cordero JJ, Daniel CJ, Sears RC, Donia M, Madsen DH, Guldberg P, Filomeni G, Sauter T, Robert C, De Zio D, Cecconi F. Loss of Ambra1 promotes melanoma growth and invasion. Nat Commun 2021; 12:2550. [PMID: 33953176 PMCID: PMC8100102 DOI: 10.1038/s41467-021-22772-2] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Accepted: 03/26/2021] [Indexed: 12/20/2022] Open
Abstract
Melanoma is the deadliest skin cancer. Despite improvements in the understanding of the molecular mechanisms underlying melanoma biology and in defining new curative strategies, the therapeutic needs for this disease have not yet been fulfilled. Herein, we provide evidence that the Activating Molecule in Beclin-1-Regulated Autophagy (Ambra1) contributes to melanoma development. Indeed, we show that Ambra1 deficiency confers accelerated tumor growth and decreased overall survival in Braf/Pten-mutated mouse models of melanoma. Also, we demonstrate that Ambra1 deletion promotes melanoma aggressiveness and metastasis by increasing cell motility/invasion and activating an EMT-like process. Moreover, we show that Ambra1 deficiency in melanoma impacts extracellular matrix remodeling and induces hyperactivation of the focal adhesion kinase 1 (FAK1) signaling, whose inhibition is able to reduce cell invasion and melanoma growth. Overall, our findings identify a function for AMBRA1 as tumor suppressor in melanoma, proposing FAK1 inhibition as a therapeutic strategy for AMBRA1 low-expressing melanoma.
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Affiliation(s)
- Luca Di Leo
- Melanoma Research Team, Cell Stress and Survival Unit, Center for Autophagy, Recycling and Disease (CARD), Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Valérie Bodemeyer
- Melanoma Research Team, Cell Stress and Survival Unit, Center for Autophagy, Recycling and Disease (CARD), Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Francesca M Bosisio
- Lab of Translational Cell and Tissue Research, University of Leuven, Leuven, Belgium
| | | | - Marco Carretta
- National Center for Cancer Immune Therapy, Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | - Salvatore Rizza
- Redox Biology Group, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Fiorella Faienza
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
| | - Alex Frias
- Melanoma Research Team, Cell Stress and Survival Unit, Center for Autophagy, Recycling and Disease (CARD), Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Shawez Khan
- National Center for Cancer Immune Therapy, Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | - Matteo Bordi
- Department of Pediatric Hematology and Oncology, Bambino Gesù Children's Hospital, Rome, Italy
| | - Maria P Pacheco
- Life Sciences Research Unit, University of Luxembourg, Belvaux, Luxembourg
| | - Julie Di Martino
- School of Medicine, Division of Hematology and Oncology, The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jose J Bravo-Cordero
- School of Medicine, Division of Hematology and Oncology, The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Colin J Daniel
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Rosalie C Sears
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Marco Donia
- National Center for Cancer Immune Therapy, Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | - Daniel H Madsen
- National Center for Cancer Immune Therapy, Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | - Per Guldberg
- Molecular Diagnostics Group, Danish Cancer Society Research Center, Copenhagen, Denmark
- Department of Cancer and Inflammation Research, Institute for Molecular Medicine, University of Southern Denmark, Odense, Denmark
| | - Giuseppe Filomeni
- Redox Biology Group, Danish Cancer Society Research Center, Copenhagen, Denmark
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
- Center for Healthy Aging, University of Copenhagen, Copenhagen, Denmark
| | - Thomas Sauter
- Life Sciences Research Unit, University of Luxembourg, Belvaux, Luxembourg
| | - Caroline Robert
- INSERM U981, Gustave Roussy Institute, Villejuif, France
- Université Paris-Sud, Université Paris-Saclay, Kremlin-Bicêtre, France
- Dermato-Oncology, Gustave Roussy Cancer Campus, Villejuif, France
| | - Daniela De Zio
- Melanoma Research Team, Cell Stress and Survival Unit, Center for Autophagy, Recycling and Disease (CARD), Danish Cancer Society Research Center, Copenhagen, Denmark.
| | - Francesco Cecconi
- Department of Biology, University of Rome Tor Vergata, Rome, Italy.
- Department of Pediatric Hematology and Oncology, Bambino Gesù Children's Hospital, Rome, Italy.
- Cell Stress and Survival Unit, Center for Autophagy, Recycling and Disease (CARD), Danish Cancer Society Research Center, Copenhagen, Denmark.
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Ryu H, Sun XX, Chen Y, Li Y, Wang X, Dai RS, Zhu HM, Klimek J, David L, Fedorov LM, Azuma Y, Sears RC, Dai MS. The deubiquitinase USP36 promotes snoRNP group SUMOylation and is essential for ribosome biogenesis. EMBO Rep 2021; 22:e50684. [PMID: 33852194 DOI: 10.15252/embr.202050684] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 03/05/2021] [Accepted: 03/09/2021] [Indexed: 12/21/2022] Open
Abstract
SUMOylation plays a crucial role in regulating diverse cellular processes including ribosome biogenesis. Proteomic analyses and experimental evidence showed that a number of nucleolar proteins involved in ribosome biogenesis are modified by SUMO. However, how these proteins are SUMOylated in cells is less understood. Here, we report that USP36, a nucleolar deubiquitinating enzyme (DUB), promotes nucleolar SUMOylation. Overexpression of USP36 enhances nucleolar SUMOylation, whereas its knockdown or genetic deletion reduces the levels of SUMOylation. USP36 interacts with SUMO2 and Ubc9 and directly mediates SUMOylation in cells and in vitro. We show that USP36 promotes the SUMOylation of the small nucleolar ribonucleoprotein (snoRNP) components Nop58 and Nhp2 in cells and in vitro and their binding to snoRNAs. It also promotes the SUMOylation of snoRNP components Nop56 and DKC1. Functionally, we show that knockdown of USP36 markedly impairs rRNA processing and translation. Thus, USP36 promotes snoRNP group SUMOylation and is critical for ribosome biogenesis and protein translation.
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Affiliation(s)
- Hyunju Ryu
- Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Xiao-Xin Sun
- Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Yingxiao Chen
- Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Yanping Li
- Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Xiaoyan Wang
- Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Roselyn S Dai
- Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Hong-Ming Zhu
- Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - John Klimek
- Department of Chemical Physiology & Biochemistry, School of Medicine, Oregon Health & Science University, Portland, OR, USA.,OHSU Proteomics Shared Resource, Oregon Health & Science University, Portland, OR, USA
| | - Larry David
- Department of Chemical Physiology & Biochemistry, School of Medicine, Oregon Health & Science University, Portland, OR, USA.,OHSU Proteomics Shared Resource, Oregon Health & Science University, Portland, OR, USA
| | - Lev M Fedorov
- OHSU Transgenic Mouse Models Shared Resource, Oregon Health & Science University, Portland, OR, USA
| | - Yoshiaki Azuma
- Department of Molecular Biosciences, University of Kansas, Lawrence, KS, USA
| | - Rosalie C Sears
- Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Mu-Shui Dai
- Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR, USA
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44
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Maiani E, Milletti G, Nazio F, Holdgaard SG, Bartkova J, Rizza S, Cianfanelli V, Lorente M, Simoneschi D, Di Marco M, D'Acunzo P, Di Leo L, Rasmussen R, Montagna C, Raciti M, De Stefanis C, Gabicagogeascoa E, Rona G, Salvador N, Pupo E, Merchut-Maya JM, Daniel CJ, Carinci M, Cesarini V, O'sullivan A, Jeong YT, Bordi M, Russo F, Campello S, Gallo A, Filomeni G, Lanzetti L, Sears RC, Hamerlik P, Bartolazzi A, Hynds RE, Pearce DR, Swanton C, Pagano M, Velasco G, Papaleo E, De Zio D, Maya-Mendoza A, Locatelli F, Bartek J, Cecconi F. AMBRA1 regulates cyclin D to guard S-phase entry and genomic integrity. Nature 2021; 592:799-803. [PMID: 33854232 DOI: 10.1038/s41586-021-03422-5] [Citation(s) in RCA: 69] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Accepted: 03/04/2021] [Indexed: 02/07/2023]
Abstract
Mammalian development, adult tissue homeostasis and the avoidance of severe diseases including cancer require a properly orchestrated cell cycle, as well as error-free genome maintenance. The key cell-fate decision to replicate the genome is controlled by two major signalling pathways that act in parallel-the MYC pathway and the cyclin D-cyclin-dependent kinase (CDK)-retinoblastoma protein (RB) pathway1,2. Both MYC and the cyclin D-CDK-RB axis are commonly deregulated in cancer, and this is associated with increased genomic instability. The autophagic tumour-suppressor protein AMBRA1 has been linked to the control of cell proliferation, but the underlying molecular mechanisms remain poorly understood. Here we show that AMBRA1 is an upstream master regulator of the transition from G1 to S phase and thereby prevents replication stress. Using a combination of cell and molecular approaches and in vivo models, we reveal that AMBRA1 regulates the abundance of D-type cyclins by mediating their degradation. Furthermore, by controlling the transition from G1 to S phase, AMBRA1 helps to maintain genomic integrity during DNA replication, which counteracts developmental abnormalities and tumour growth. Finally, we identify the CHK1 kinase as a potential therapeutic target in AMBRA1-deficient tumours. These results advance our understanding of the control of replication-phase entry and genomic integrity, and identify the AMBRA1-cyclin D pathway as a crucial cell-cycle-regulatory mechanism that is deeply interconnected with genomic stability in embryonic development and tumorigenesis.
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Affiliation(s)
- Emiliano Maiani
- Cell Stress and Survival Unit, Center for Autophagy, Recycling and Disease (CARD), Danish Cancer Society Research Center, Copenhagen, Denmark.,Computational Biology Laboratory, Center for Autophagy, Recycling and Disease (CARD), Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Giacomo Milletti
- Department of Pediatric Onco-Hematology and Cell and Gene Therapy, IRCCS Bambino Gesù Children's Hospital, Rome, Italy.,Department of Biology, University of Rome 'Tor Vergata', Rome, Italy
| | - Francesca Nazio
- Department of Pediatric Onco-Hematology and Cell and Gene Therapy, IRCCS Bambino Gesù Children's Hospital, Rome, Italy
| | - Søs Grønbæk Holdgaard
- Cell Stress and Survival Unit, Center for Autophagy, Recycling and Disease (CARD), Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Jirina Bartkova
- Genome Integrity Unit, Danish Cancer Society Research Center, Copenhagen, Denmark.,Division of Genome Biology, Department of Medical Biochemistry and Biophysics, Science for Life Laboratory, Karolinska Institute, Stockholm, Sweden
| | - Salvatore Rizza
- Redox Biology Group, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Valentina Cianfanelli
- Cell Stress and Survival Unit, Center for Autophagy, Recycling and Disease (CARD), Danish Cancer Society Research Center, Copenhagen, Denmark.,Department of Pediatric Onco-Hematology and Cell and Gene Therapy, IRCCS Bambino Gesù Children's Hospital, Rome, Italy
| | - Mar Lorente
- Department of Biochemistry and Molecular Biology, School of Biology, Complutense University, Madrid, Spain.,Instituto de Investigación Sanitaria San Carlos (IdISSC), Madrid, Spain
| | - Daniele Simoneschi
- Department of Biochemistry and Molecular Pharmacology, NYU Grossman School of Medicine, New York, NY, USA.,Laura and Isaac Perlmutter Cancer Center, NYU Grossman School of Medicine, New York, NY, USA.,Howard Hughes Medical Institute, NYU Grossman School of Medicine, New York, NY, USA
| | - Miriam Di Marco
- Computational Biology Laboratory, Center for Autophagy, Recycling and Disease (CARD), Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Pasquale D'Acunzo
- Center for Dementia Research, Nathan S. Kline Institute for Psychiatric Research, Orangeburg, NY, USA.,Department of Psychiatry, New York University School of Medicine, New York, NY, USA
| | - Luca Di Leo
- Melanoma Research Team, Cell Stress and Survival Unit, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Rikke Rasmussen
- Brain Tumor Biology Group, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Costanza Montagna
- Redox Biology Group, Danish Cancer Society Research Center, Copenhagen, Denmark.,UniCamillus-Saint Camillus International University of Health Sciences, Rome, Italy.,Institute of Sports Medicine Copenhagen, Department of Orthopedic Surgery, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Marilena Raciti
- Cell Stress and Survival Unit, Center for Autophagy, Recycling and Disease (CARD), Danish Cancer Society Research Center, Copenhagen, Denmark
| | | | - Estibaliz Gabicagogeascoa
- Department of Biochemistry and Molecular Biology, School of Biology, Complutense University, Madrid, Spain.,Instituto de Investigación Sanitaria San Carlos (IdISSC), Madrid, Spain
| | - Gergely Rona
- Department of Biochemistry and Molecular Pharmacology, NYU Grossman School of Medicine, New York, NY, USA.,Laura and Isaac Perlmutter Cancer Center, NYU Grossman School of Medicine, New York, NY, USA.,Howard Hughes Medical Institute, NYU Grossman School of Medicine, New York, NY, USA
| | - Nélida Salvador
- Department of Biochemistry and Molecular Biology, School of Biology, Complutense University, Madrid, Spain.,Instituto de Investigación Sanitaria San Carlos (IdISSC), Madrid, Spain
| | - Emanuela Pupo
- Candiolo Cancer Institute, FPO - IRCCS, Turin, Italy
| | - Joanna Maria Merchut-Maya
- Genome Integrity Unit, Danish Cancer Society Research Center, Copenhagen, Denmark.,DNA Replication and Cancer Group, Genome Integrity Unit, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Colin J Daniel
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Marianna Carinci
- Department of Pediatric Onco-Hematology and Cell and Gene Therapy, IRCCS Bambino Gesù Children's Hospital, Rome, Italy.,Department of Medical Sciences, Laboratory for Technologies of Advanced Therapies (LTTA), University of Ferrara, Ferrara, Italy
| | - Valeriana Cesarini
- Department of Pediatric Onco-Hematology and Cell and Gene Therapy, IRCCS Bambino Gesù Children's Hospital, Rome, Italy.,Department of Biomedical Sciences, Institute of Translational Pharmacology, National Research Council of Italy (CNR), Rome, Italy
| | - Alfie O'sullivan
- Department of Biochemistry and Molecular Pharmacology, NYU Grossman School of Medicine, New York, NY, USA.,Laura and Isaac Perlmutter Cancer Center, NYU Grossman School of Medicine, New York, NY, USA.,Howard Hughes Medical Institute, NYU Grossman School of Medicine, New York, NY, USA
| | - Yeon-Tae Jeong
- Department of Biochemistry and Molecular Pharmacology, NYU Grossman School of Medicine, New York, NY, USA.,Laura and Isaac Perlmutter Cancer Center, NYU Grossman School of Medicine, New York, NY, USA.,Howard Hughes Medical Institute, NYU Grossman School of Medicine, New York, NY, USA
| | - Matteo Bordi
- Department of Pediatric Onco-Hematology and Cell and Gene Therapy, IRCCS Bambino Gesù Children's Hospital, Rome, Italy.,Department of Biology, University of Rome 'Tor Vergata', Rome, Italy
| | - Francesco Russo
- Section for Clinical Mass Spectrometry, Danish Center for Neonatal Screening, Department of Congenital Disorders, Statens Serum Institut, Copenhagen, Denmark
| | - Silvia Campello
- Department of Biology, University of Rome 'Tor Vergata', Rome, Italy
| | - Angela Gallo
- Department of Pediatric Onco-Hematology and Cell and Gene Therapy, IRCCS Bambino Gesù Children's Hospital, Rome, Italy
| | - Giuseppe Filomeni
- Redox Biology Group, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Letizia Lanzetti
- Candiolo Cancer Institute, FPO - IRCCS, Turin, Italy.,Department of Oncology, University of Torino Medical School, Turin, Italy
| | - Rosalie C Sears
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA.,Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Petra Hamerlik
- Brain Tumor Biology Group, Danish Cancer Society Research Center, Copenhagen, Denmark.,Department of Drug Design and Pharmacology, Copenhagen University, Copenhagen, Denmark
| | - Armando Bartolazzi
- Department of Pathology and Pathology Research Laboratory, Sant'Andrea Hospital, Rome, Italy
| | - Robert E Hynds
- Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, University College London, London, UK.,Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - David R Pearce
- Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, University College London, London, UK
| | - Charles Swanton
- Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, University College London, London, UK.,Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Michele Pagano
- Department of Biochemistry and Molecular Pharmacology, NYU Grossman School of Medicine, New York, NY, USA.,Laura and Isaac Perlmutter Cancer Center, NYU Grossman School of Medicine, New York, NY, USA.,Howard Hughes Medical Institute, NYU Grossman School of Medicine, New York, NY, USA
| | - Guillermo Velasco
- Department of Biochemistry and Molecular Biology, School of Biology, Complutense University, Madrid, Spain.,Instituto de Investigación Sanitaria San Carlos (IdISSC), Madrid, Spain
| | - Elena Papaleo
- Computational Biology Laboratory, Center for Autophagy, Recycling and Disease (CARD), Danish Cancer Society Research Center, Copenhagen, Denmark.,Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Daniela De Zio
- Melanoma Research Team, Cell Stress and Survival Unit, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Apolinar Maya-Mendoza
- Genome Integrity Unit, Danish Cancer Society Research Center, Copenhagen, Denmark.,DNA Replication and Cancer Group, Genome Integrity Unit, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Franco Locatelli
- Department of Pediatric Onco-Hematology and Cell and Gene Therapy, IRCCS Bambino Gesù Children's Hospital, Rome, Italy.,Department of Gynecology-Obstetrics and Pediatrics, Sapienza University, Rome, Italy
| | - Jiri Bartek
- Genome Integrity Unit, Danish Cancer Society Research Center, Copenhagen, Denmark. .,Division of Genome Biology, Department of Medical Biochemistry and Biophysics, Science for Life Laboratory, Karolinska Institute, Stockholm, Sweden.
| | - Francesco Cecconi
- Cell Stress and Survival Unit, Center for Autophagy, Recycling and Disease (CARD), Danish Cancer Society Research Center, Copenhagen, Denmark. .,Department of Pediatric Onco-Hematology and Cell and Gene Therapy, IRCCS Bambino Gesù Children's Hospital, Rome, Italy. .,Department of Biology, University of Rome 'Tor Vergata', Rome, Italy.
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45
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Liudahl SM, Betts CB, Sivagnanam S, Morales-Oyarvide V, da Silva A, Yuan C, Hwang S, Grossblatt-Wait A, Leis KR, Larson W, Lavoie MB, Robinson P, Dias Costa A, Väyrynen SA, Clancy TE, Rubinson DA, Link J, Keith D, Horton W, Tempero MA, Vonderheide RH, Jaffee EM, Sheppard B, Goecks J, Sears RC, Park BS, Mori M, Nowak JA, Wolpin BM, Coussens LM. Leukocyte Heterogeneity in Pancreatic Ductal Adenocarcinoma: Phenotypic and Spatial Features Associated with Clinical Outcome. Cancer Discov 2021; 11:2014-2031. [PMID: 33727309 DOI: 10.1158/2159-8290.cd-20-0841] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 12/14/2020] [Accepted: 03/11/2021] [Indexed: 12/12/2022]
Abstract
Immunotherapies targeting aspects of T cell functionality are efficacious in many solid tumors, but pancreatic ductal adenocarcinoma (PDAC) remains refractory to these treatments. Deeper understanding of the PDAC immune ecosystem is needed to identify additional therapeutic targets and predictive biomarkers for therapeutic response and resistance monitoring. To address these needs, we quantitatively evaluated leukocyte contexture in 135 human PDACs at single-cell resolution by profiling density and spatial distribution of myeloid and lymphoid cells within histopathologically defined regions of surgical resections from treatment-naive and presurgically (neoadjuvant)-treated patients and biopsy specimens from metastatic PDAC. Resultant data establish an immune atlas of PDAC heterogeneity, identify leukocyte features correlating with clinical outcomes, and, through an in silico study, provide guidance for use of PDAC tissue microarrays to optimally measure intratumoral immune heterogeneity. Atlas data have direct applicability as a reference for evaluating immune responses to investigational neoadjuvant PDAC therapeutics where pretherapy baseline specimens are not available. SIGNIFICANCE: We provide a phenotypic and spatial immune atlas of human PDAC identifying leukocyte composition at steady state and following standard neoadjuvant therapies. These data have broad utility as a resource that can inform on leukocyte responses to emerging therapies where baseline tissues were not acquired.This article is highlighted in the In This Issue feature, p. 1861.
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Affiliation(s)
- Shannon M Liudahl
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, Oregon
| | - Courtney B Betts
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, Oregon
| | - Shamilene Sivagnanam
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, Oregon.,Computational Biology Program, Oregon Health & Science University, Portland, Oregon
| | | | | | - Chen Yuan
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Samuel Hwang
- Department of Pathology, Oregon Health & Science University, Portland, Oregon
| | - Alison Grossblatt-Wait
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR.,Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University, Portland, Oregon
| | - Kenna R Leis
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, Oregon
| | - William Larson
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, Oregon
| | - Meghan B Lavoie
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, Oregon
| | - Padraic Robinson
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, Oregon
| | - Andressa Dias Costa
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Sara A Väyrynen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Thomas E Clancy
- Department of Surgery, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Douglas A Rubinson
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Jason Link
- Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University, Portland, Oregon.,Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, Oregon
| | - Dove Keith
- Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University, Portland, Oregon
| | - Wesley Horton
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, Oregon.,Computational Biology Program, Oregon Health & Science University, Portland, Oregon
| | - Margaret A Tempero
- Helen Diller Family Comprehensive Cancer Center and Department of Medicine, University of California, San Francisco, California
| | | | - Elizabeth M Jaffee
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland
| | - Brett Sheppard
- Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University, Portland, Oregon.,Department of Surgery, Oregon Health & Science University, Portland, Oregon
| | - Jeremy Goecks
- Computational Biology Program, Oregon Health & Science University, Portland, Oregon
| | - Rosalie C Sears
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR.,Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University, Portland, Oregon.,Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, Oregon
| | - Byung S Park
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR
| | - Motomi Mori
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR
| | - Jonathan A Nowak
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Brian M Wolpin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Lisa M Coussens
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, Oregon. .,Knight Cancer Institute, Oregon Health & Science University, Portland, OR.,Brenden-Colson Center for Pancreatic Care, Oregon Health & Science University, Portland, Oregon
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46
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Bhattacharyya S, Oon C, Kothari A, Horton W, Link J, Sears RC, Sherman MH. Acidic fibroblast growth factor underlies microenvironmental regulation of MYC in pancreatic cancer. J Exp Med 2021; 217:151790. [PMID: 32434218 PMCID: PMC7398167 DOI: 10.1084/jem.20191805] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [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: 09/25/2019] [Revised: 01/29/2020] [Accepted: 03/02/2020] [Indexed: 12/12/2022] Open
Abstract
Despite a critical role for MYC as an effector of oncogenic RAS, strategies to target MYC activity in RAS-driven cancers are lacking. In genetically engineered mouse models of lung and pancreatic cancer, oncogenic KRAS is insufficient to drive tumorigenesis, while addition of modest MYC overexpression drives robust tumor formation, suggesting that mechanisms beyond the RAS pathway play key roles in MYC regulation and RAS-driven tumorigenesis. Here we show that acidic fibroblast growth factor (FGF1) derived from cancer-associated fibroblasts (CAFs) cooperates with cancer cell–autonomous signals to increase MYC level, promoter occupancy, and activity. FGF1 is necessary and sufficient for paracrine regulation of MYC protein stability, signaling through AKT and GSK-3β to increase MYC half-life. Patient specimens reveal a strong correlation between stromal CAF content and MYC protein level in the neoplastic compartment, and identify CAFs as the specific source of FGF1 in the tumor microenvironment. Together, our findings demonstrate that MYC is coordinately regulated by cell-autonomous and microenvironmental signals, and establish CAF-derived FGF1 as a novel paracrine regulator of oncogenic transcription.
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Affiliation(s)
- Sohinee Bhattacharyya
- Department of Cell, Developmental, and Cancer Biology, Oregon Health and Science University, Portland, OR
| | - Chet Oon
- Department of Cell, Developmental, and Cancer Biology, Oregon Health and Science University, Portland, OR
| | - Aayush Kothari
- Department of Cell, Developmental, and Cancer Biology, Oregon Health and Science University, Portland, OR
| | - Wesley Horton
- Department of Cell, Developmental, and Cancer Biology, Oregon Health and Science University, Portland, OR
| | - Jason Link
- Department of Molecular and Medical Genetics, Oregon Health and Science University, Portland, OR
| | - Rosalie C Sears
- Department of Molecular and Medical Genetics, Oregon Health and Science University, Portland, OR
| | - Mara H Sherman
- Department of Cell, Developmental, and Cancer Biology, Oregon Health and Science University, Portland, OR
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47
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Langer EM, English IA, Kresse KM, MacPherson K, Allen-Petersen BL, Daniel CJ, Adey A, Sears RC. Abstract LT012: The prolyl isomerase PIN1 plays a critical role in fibroblast plasticity to impact pancreatic cancer. Cancer Res 2021. [DOI: 10.1158/1538-7445.tme21-lt012] [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
PIN1 is a phosphorylation-directed prolyl isomerase that alters the conformation and, therefore, the function of many proteins. Due to its role in activation and stabilization of many oncogenes, we hypothesized that targeting PIN1 in pancreatic ductal adenocarcinoma (PDA) would slow tumor growth. We tested this hypothesis in vitro and in vivo with PIN1 inhibitors and/or genetic model systems. Pancreatic cancer cell lines knocked down for PIN1 or treated with PIN1 inhibitors showed decreased proliferation, invasion, and anchorage independent growth compared to control lines. Consistent with these in vitro results, treatment of pancreatic cancer xenografts or genetically engineered p48-Cre; LSL-KrasG12D; p53R172H (KPC) mice with PIN1 inhibitors decreased tumor growth and extended overall survival. Similar results were seen in KPC mice that were crossed into a full body PIN1 knockout (PIN1−/−). Further analysis of KPC PIN1−/− tumors revealed not only reduced size of pancreatic tumors, but also decreased alpha-SMA expression and decreased ECM deposition in the stroma surrounding the tumors. PDA is characterized by a dense, desmoplastic tumor stroma that contributes to tumor growth, metastasis, and therapeutic resistance. Pancreatic stellate cells (PSCs) that are activated in the tumor microenvironment play a major role in the deposition of ECM and secrete growth factors to support tumor cell proliferation and survival. To interrogate a direct role for PIN1 in the stroma, we first orthotopically injected a KPC cell line into syngeneic PIN1+/+ or PIN1−/− mice and found dramatic reduction of tumor cell growth in PIN1−/− hosts. Next, we analyzed PSCs in vitro and found that loss of PIN1 reduces their proliferation and alters their secretion of paracrine factors that support oncogenic phenotypes. For example, PSCs with loss of PIN1 have reduced expression of HGF and increased expression of SPINT1 and SPINT2, inhibitors of HGF activation. Conditioned media from control PSCs, but not from PSCs lacking PIN1 expression, activates the MET receptor on cancer cell lines, resulting in altered cancer cell phenotypes. In addition, we show that loss of PIN1 in PSCs inhibits TGF-beta induced stellate cells activation into a myofibroblast phenotype. Single cell ATAC-seq analysis demonstrated that a subset of TGF-beta responsive chromatin changes are impaired in the absence of PIN1. Our ongoing work utilizes 2D co-cultures, heterotypic 3D bioprinted tissues, and in vivo mouse models to interrogate the mechanisms by which fibroblast phenotypes and the tumor-stromal crosstalk is impacted by PIN1.
Citation Format: Ellen M. Langer, Isabel A. English, Kayleigh M. Kresse, Kevin MacPherson, Brittany L. Allen-Petersen, Colin J. Daniel, Andrew Adey, Rosalie C. Sears. The prolyl isomerase PIN1 plays a critical role in fibroblast plasticity to impact pancreatic cancer [abstract]. In: Proceedings of the AACR Virtual Special Conference on the Evolving Tumor Microenvironment in Cancer Progression: Mechanisms and Emerging Therapeutic Opportunities; in association with the Tumor Microenvironment (TME) Working Group; 2021 Jan 11-12. Philadelphia (PA): AACR; Cancer Res 2021;81(5 Suppl):Abstract nr LT012.
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Affiliation(s)
| | | | | | | | | | | | - Andrew Adey
- 1Oregon Health & Science University, Portland, OR,
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48
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Abstract
In this issue of Cancer Discovery, Sodir and colleagues employ a pancreatic ductal adenocarcinoma mouse model with mutant KRAS and inducible MYC to demonstrate that MYC acts as a reversible driver of malignant tumor progression. Abrogation of MYC triggers rapid regression and disassembly of the ensemble tumor through both cancer cell-intrinsic and cancer cell-extrinsic mechanisms, providing a compelling rationale for therapeutic targeting of MYC.See related article by Sodir et al., p. 588.
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Affiliation(s)
- Isabel A English
- Department of Molecular and Medical Genetics, Oregon Health and Science University, Portland, Oregon
| | - Rosalie C Sears
- Department of Molecular and Medical Genetics, Oregon Health and Science University, Portland, Oregon.
- Knight Cancer Institute, Oregon Health and Science University, Portland, Oregon
- Brenden Colson Center for Pancreatic Care, Oregon Health and Science University, Portland, Oregon
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49
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Link JM, Liudahl SM, Betts CB, Sivagnanam S, Leis KR, McDonnell M, Pelz CR, Johnson B, Hamman KJ, Keith D, Sampson JE, Morgan TK, Lopez CD, Coussens LM, Sears RC. Tumor-Infiltrating Leukocyte Phenotypes Distinguish Outcomes in Related Patients With Pancreatic Adenocarcinoma. JCO Precis Oncol 2021; 5:PO.20.00287. [PMID: 34036232 PMCID: PMC8140804 DOI: 10.1200/po.20.00287] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 10/23/2020] [Accepted: 12/01/2020] [Indexed: 12/14/2022] Open
Affiliation(s)
- Jason M. Link
- Department of Molecular and Medical Genetics, Oregon Health and Science University, Portland, OR
- Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University, Portland, OR
| | - Shannon M. Liudahl
- Department of Cell, Developmental, and Cancer Biology, Oregon Health & Science University, Portland, OR
| | - Courtney B. Betts
- Department of Cell, Developmental, and Cancer Biology, Oregon Health & Science University, Portland, OR
| | | | - Kenna R. Leis
- Computational Biology, Oregon Health and Science University, Portland, OR
| | - Mary McDonnell
- Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University, Portland, OR
- Department of Biomedical Engineering and OHSU Center for Spatial Systems Biomedicine, Oregon Health and Science University, Portland, OR
| | - Carl R. Pelz
- Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University, Portland, OR
- Computational Biology, Oregon Health and Science University, Portland, OR
| | - Brett Johnson
- Department of Biomedical Engineering and OHSU Center for Spatial Systems Biomedicine, Oregon Health and Science University, Portland, OR
| | - Kelly J. Hamman
- Department of Molecular and Medical Genetics, Oregon Health and Science University, Portland, OR
| | - Dove Keith
- Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University, Portland, OR
| | - Jone E. Sampson
- Department of Molecular and Medical Genetics, Oregon Health and Science University, Portland, OR
| | - Terry K. Morgan
- Department of Cell, Developmental, and Cancer Biology, Oregon Health & Science University, Portland, OR
- Department of Pathology, Oregon Health and Science University, Portland, OR
- Knight Cancer Institute, Portland, OR
| | - Charles D. Lopez
- Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University, Portland, OR
- Department of Hematology and Oncology, Portland, OR
- Knight Cancer Institute, Portland, OR
| | - Lisa M. Coussens
- Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University, Portland, OR
- Department of Cell, Developmental, and Cancer Biology, Oregon Health & Science University, Portland, OR
- Knight Cancer Institute, Portland, OR
| | - Rosalie C. Sears
- Department of Molecular and Medical Genetics, Oregon Health and Science University, Portland, OR
- Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University, Portland, OR
- Knight Cancer Institute, Portland, OR
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50
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Tognon CE, Sears RC, Mills GB, Gray JW, Tyner JW. Ex Vivo Analysis of Primary Tumor Specimens for Evaluation of Cancer Therapeutics. Annu Rev Cancer Biol 2020; 5:39-57. [PMID: 34222745 DOI: 10.1146/annurev-cancerbio-043020-125955] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The use of ex vivo drug sensitivity testing to predict drug activity in individual patients has been actively explored for almost 50 years without delivering a generally useful predictive capability. However, extended failure should not be an indicator of futility. This is especially true in cancer research where ultimate success is often preceded by less successful attempts. For example, both immune- and genetic-based targeted therapies for cancer underwent numerous failed attempts before biological understanding, improved targets, and optimized drug development matured to facilitate an arsenal of transformational drugs. Similarly, the concept of directly assessing drug sensitivity of primary tumor biopsies-and the use of this information to help direct therapeutic approaches-has a long history with a definitive learning curve. In this review, we will survey the history of ex vivo testing as well as the current state of the art for this field. We will present an update on methodologies and approaches, describe the use of these technologies to test cutting-edge drug classes, and describe an increasingly nuanced understanding of tumor types and models for which this strategy is most likely to succeed. We will consider the relative strengths and weaknesses of predicting drug activity across the broad biological context of cancer patients and tumor types. This will include an analysis of the potential for ex vivo drug sensitivity testing to accurately predict drug activity within each of the biological hallmarks of cancer pathogenesis.
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Affiliation(s)
- Cristina E Tognon
- Division of Hematology & Medical Oncology, Oregon Health & Science University.,Knight Cancer Institute, Oregon Health & Science University
| | - Rosalie C Sears
- Knight Cancer Institute, Oregon Health & Science University.,Department of Molecular and Medical Genetics, Oregon Health and Science University.,Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University
| | - Gordon B Mills
- Knight Cancer Institute, Oregon Health & Science University.,Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University.,Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University
| | - Joe W Gray
- Knight Cancer Institute, Oregon Health & Science University.,Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University.,Department of Biomedical Engineering, Oregon Health & Science University.,Center for Spatial Systems Biomedicine, Oregon Health & Science University
| | - Jeffrey W Tyner
- Division of Hematology & Medical Oncology, Oregon Health & Science University.,Knight Cancer Institute, Oregon Health & Science University.,Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University
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