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Miller PG, Sperling AS, Mayerhofer C, McConkey ME, Ellegast JM, Da Silva C, Cohen DN, Wang C, Sharda A, Yan N, Saha S, Schluter C, Schechter I, Słabicki M, Sandoval B, Kahn J, Boettcher S, Gibson CJ, Scadden DT, Stegmaier K, Bhatt S, Lindsley RC, Ebert BL. PPM1D modulates hematopoietic cell fitness and response to DNA damage and is a therapeutic target in myeloid malignancy. Blood 2023; 142:2079-2091. [PMID: 37595362 PMCID: PMC10733824 DOI: 10.1182/blood.2023020331] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 07/05/2023] [Accepted: 07/20/2023] [Indexed: 08/20/2023] Open
Abstract
PPM1D encodes a phosphatase that is recurrently activated across cancer, most notably in therapy-related myeloid neoplasms. However, the function of PPM1D in hematopoiesis and its contribution to tumor cell growth remain incompletely understood. Using conditional mouse models, we uncover a central role for Ppm1d in hematopoiesis and validate its potential as a therapeutic target. We find that Ppm1d regulates the competitive fitness and self-renewal of hematopoietic stem cells (HSCs) with and without exogenous genotoxic stresses. We also show that although Ppm1d activation confers cellular resistance to cytotoxic therapy, it does so to a lesser degree than p53 loss, informing the clonal competition phenotypes often observed in human studies. Notably, loss of Ppm1d sensitizes leukemias to cytotoxic therapies in vitro and in vivo, even in the absence of a Ppm1d mutation. Vulnerability to PPM1D inhibition is observed across many cancer types and dependent on p53 activity. Importantly, organism-wide loss of Ppm1d in adult mice is well tolerated, supporting the tolerability of pharmacologically targeting PPM1D. Our data link PPM1D gain-of-function mutations to the clonal expansion of HSCs, inform human genetic observations, and support the therapeutic targeting of PPM1D in cancer.
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Affiliation(s)
- Peter G. Miller
- Center for Cancer Research, Massachusetts General Hospital, Boston, MA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA
- Harvard Medical School, Boston, MA
- Broad Institute of MIT and Harvard, Cambridge, MA
| | - Adam S. Sperling
- Harvard Medical School, Boston, MA
- Broad Institute of MIT and Harvard, Cambridge, MA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Division of Hematology, Department of Medicine, Brigham and Women's Hospital, Boston, MA
| | - Christina Mayerhofer
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA
- Broad Institute of MIT and Harvard, Cambridge, MA
- Harvard Stem Cell Institute, Harvard University, Cambridge, MA
| | - Marie E. McConkey
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Jana M. Ellegast
- Harvard Medical School, Boston, MA
- Broad Institute of MIT and Harvard, Cambridge, MA
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Carmen Da Silva
- Center for Cancer Research, Massachusetts General Hospital, Boston, MA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA
- Harvard Medical School, Boston, MA
| | - Drew N. Cohen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Chuqi Wang
- National University of Singapore, Singapore
| | - Azeem Sharda
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA
- Department of Medical Oncology and Hematology, University of Zurich and University Hospital Zurich, Zurich, Switzerland
| | - Ni Yan
- Center for Cancer Research, Massachusetts General Hospital, Boston, MA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA
- Harvard Medical School, Boston, MA
| | - Subha Saha
- Center for Cancer Research, Massachusetts General Hospital, Boston, MA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA
- Harvard Medical School, Boston, MA
| | - Cameron Schluter
- Center for Cancer Research, Massachusetts General Hospital, Boston, MA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA
- Harvard Medical School, Boston, MA
| | - Ilexa Schechter
- Center for Cancer Research, Massachusetts General Hospital, Boston, MA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA
- Harvard Medical School, Boston, MA
| | - Mikołaj Słabicki
- Broad Institute of MIT and Harvard, Cambridge, MA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Brittany Sandoval
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Josephine Kahn
- Department of Medicine, Brigham and Women's Hospital, Boston, MA
| | - Steffen Boettcher
- Department of Medical Oncology and Hematology, University of Zurich and University Hospital Zurich, Zurich, Switzerland
- Comprehensive Cancer Center Zurich, Zurich, Switzerland
| | - Christopher J. Gibson
- Harvard Medical School, Boston, MA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - David T. Scadden
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA
- Harvard Medical School, Boston, MA
- Harvard Stem Cell Institute, Harvard University, Cambridge, MA
- Department of Stem Cell and Regenerative Biology, Harvard University, Boston, MA
- Ludwig Center at Harvard, Boston, MA
| | - Kimberly Stegmaier
- Harvard Medical School, Boston, MA
- Broad Institute of MIT and Harvard, Cambridge, MA
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA
| | | | - R. Coleman Lindsley
- Harvard Medical School, Boston, MA
- Broad Institute of MIT and Harvard, Cambridge, MA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Benjamin L. Ebert
- Harvard Medical School, Boston, MA
- Broad Institute of MIT and Harvard, Cambridge, MA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Howard Hughes Medical Institute, Bethesda, MD
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Schluter C, Fefer M, Lee G, Alty IG, Dee EC. Investigation of the Readability and Reliability of Online Health Information for Cancer Patients During the Coronavirus Pandemic. J Cancer Educ 2023; 38:462-466. [PMID: 35469115 PMCID: PMC9038169 DOI: 10.1007/s13187-022-02140-4] [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] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 01/17/2022] [Indexed: 05/20/2023]
Abstract
For cancer patients undergoing treatment who may be at higher risk of COVID-19, access to high-quality online health information (OHI) may be of particular importance amidst a plethora of harmful medical misinformation online. Therefore, we assessed the readability and quality of OHI available for various cancer types and treatment modalities. Search phrases included "cancer radiation COVID," "cancer surgery COVID," "cancer chemotherapy COVID," and "cancer type COVID," for the fourteen most common cancer types (e.g., "prostate cancer COVID" and "breast cancer COVID"), yielding a total of 17 search phrases. The first 20 sources were recorded and analyzed for each keyword, yielding a total of 340 unique sources. For each of these sources, the approximate grade level required to comprehend the text was calculated as a mean of five validated readability scores; subsequently, for the first ten results of each search, the DISCERN tool was manually used to assess quality. Search terms were translated into Spanish and French, and a quality assessment using the Health on the Net Code (HONcode) accreditation was conducted. The median grade level readability for all sources was 13 (IQR 11-14). Median DISCERN scores for the 170 sources assessed were 55 out of 75, suggesting good quality. OHI with quality scores below the median DISCERN score had a median readability of 12.5 (IQR 11-14) grade reading level vs 14 (IQR 12-17) for those above the median DISCERN score (T-test P < 0.0001). Percentages of HONcode-accredited websites were 34.9%, 39.9%, and 38.6% for English, Spanish, and French OHI, respectively. We conclude that efforts are needed to make high-quality OHI available at the appropriate reading level for patients with cancer; such efforts may contribute to the alleviation of disparities in access to healthcare information.
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Affiliation(s)
- Cameron Schluter
- Department of Biochemistry, Colby College, Waterville, ME, USA
- University of Massachusetts Medical School, Worcester, MA, USA
| | - Maia Fefer
- University of Massachusetts Medical School, Worcester, MA, USA
| | - Grace Lee
- Harvard Medical School, Boston, MA, USA
- Department of Radiation Oncology, Dana Farber Cancer Institute/Brigham and Women's Hospital, Boston, MA, USA
| | - Isaac G Alty
- Harvard Medical School, Boston, MA, USA.
- Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA.
| | - Edward Christopher Dee
- Harvard Medical School, Boston, MA, USA.
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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