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Oncologic therapy shapes the fitness landscape of clonal hematopoiesis

Kelly L Bolton, Ryan N Ptashkin, Teng Gao, Lior Braunstein, Sean M Devlin, Daniel Kelly, Minal Patel, Antonin Berthon, Aijazuddin Syed, Mariko Yabe, Catherine C. Coombs, Nicole M. Caltabellotta, Mike Walsh, Kenneth Offit, Zsofia Stadler, Diana Mandelker, Jessica Schulman, Akshar Patel, John Philip, Elsa Bernard, Gunes Gundem, Juan E Arango, Max Levine, Juan S Medina, Noushin Farnoud, Dominik Glodzik, Sonya Li, Marc E Robson, Choonsik Lee, View ORCID ProfilePaul D P Pharoah, Konrad Stopsack, Barbara Spitzer, Simon Mantha, James Fagin, Laura Boucai, Christopher J Gibson, Benjamin L Ebert, Andrew Young, Todd Druley, Koichi Takahasi, Nancy Gillis, Markus Ball, Eric Padron, David M Hyman, Jose Baselga, Larry Norton, Stuart Gardos, Virginia M Klimek, Howard Scher, Dean Bajorin, Eder Paraiso, Ryma Benayed, Maria E Arcila, Marc Ladanyi, David B Solit, Michael F Berger, Martin Tallman, View ORCID ProfileMontserrat Garcia-Closas, Nilanjan Chatterjee, Luis A Diaz Jr., Ross L Levine, Lindsay M Morton, Ahmet Zehir, Elli Papaemmanuil
doi: https://doi.org/10.1101/848739
Kelly L Bolton
1Department of Medicine, Leukemia Service, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Ryan N Ptashkin
2Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Teng Gao
3Computational Oncology Service, Department of Epidemiology & Biostatistics, Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Lior Braunstein
4Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Sean M Devlin
5Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Daniel Kelly
6Department of Information Systems, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Minal Patel
7Center for Hematologic Malignancies, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Antonin Berthon
3Computational Oncology Service, Department of Epidemiology & Biostatistics, Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Aijazuddin Syed
2Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Mariko Yabe
8Department of Pathology, Hematopathology Service, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Catherine C. Coombs
9Department of Medicine, University of North Carolina at Chapel Hill, 321 S Columbia St, Chapel Hill, NC 27599, USA
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Nicole M. Caltabellotta
7Center for Hematologic Malignancies, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Mike Walsh
10Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Kenneth Offit
10Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Zsofia Stadler
11Department of Medicine, Clinical Genetics Service, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Diana Mandelker
2Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Jessica Schulman
7Center for Hematologic Malignancies, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Akshar Patel
7Center for Hematologic Malignancies, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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John Philip
12Department of Health Informatics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Elsa Bernard
3Computational Oncology Service, Department of Epidemiology & Biostatistics, Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Gunes Gundem
3Computational Oncology Service, Department of Epidemiology & Biostatistics, Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Juan E Arango
7Center for Hematologic Malignancies, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Max Levine
13Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Juan S Medina
13Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Noushin Farnoud
7Center for Hematologic Malignancies, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Dominik Glodzik
3Computational Oncology Service, Department of Epidemiology & Biostatistics, Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Sonya Li
10Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Marc E Robson
10Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Choonsik Lee
14Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, 9609 Medical Center Drive, MSC 9776, Bethesda, MD 20892, USA
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Paul D P Pharoah
15Department of Oncology, University of Cambridge, Addenbrooke’s Hospital, Hills Rd, Cambridge CB2 0SP, United Kingdom
16Department of Public Health and Primary Care, University of Cambridge, Strangeways Research Laboratory, Worts Causeway, Cambridge CB1 8RN, United Kingdom
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Konrad Stopsack
10Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Barbara Spitzer
13Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Simon Mantha
17Department of Medicine, Hematology Service, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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James Fagin
10Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
18Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Laura Boucai
19Department of Medicine, Endocrinology Service, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Christopher J Gibson
20Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA 02215, USA
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Benjamin L Ebert
20Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA 02215, USA
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Andrew Young
21Department of Medicine, Washington University School of Medicine, 660 S Euclid Ave, St. Louis, MO 63110, USA
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Todd Druley
22Department of Pediatrics, Washington University School of Medicine, 660 S Euclid Ave, St. Louis, MO 63110, USA
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Koichi Takahasi
23Department of Leukemia, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX 77030, USA
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Nancy Gillis
24Department of Cancer Epidemiology, Moffitt Cancer Center, 12902 Magnolia Dr, Tampa, FL 33612, USA
25Department of Malignant Hematology, Moffitt Cancer Center, 12902 Magnolia Dr Tampa, FL 33612, USA
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Markus Ball
25Department of Malignant Hematology, Moffitt Cancer Center, 12902 Magnolia Dr Tampa, FL 33612, USA
26Institute of Pathology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Kerpener Str 62, 50937 Cologne, Germany
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Eric Padron
25Department of Malignant Hematology, Moffitt Cancer Center, 12902 Magnolia Dr Tampa, FL 33612, USA
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David M Hyman
10Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
27Weill Cornell Medical College, 407 E 61st St, New York, NY 10065, USA
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Jose Baselga
28Research & Development, AstraZeneca, The Darwin Building, 310 Milton Rd, Milton, Cambridge CB4 0WG, United Kingdom
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Larry Norton
10Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
27Weill Cornell Medical College, 407 E 61st St, New York, NY 10065, USA
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Stuart Gardos
10Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
27Weill Cornell Medical College, 407 E 61st St, New York, NY 10065, USA
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Virginia M Klimek
10Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
27Weill Cornell Medical College, 407 E 61st St, New York, NY 10065, USA
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Howard Scher
10Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
27Weill Cornell Medical College, 407 E 61st St, New York, NY 10065, USA
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Dean Bajorin
10Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
27Weill Cornell Medical College, 407 E 61st St, New York, NY 10065, USA
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Eder Paraiso
19Department of Medicine, Endocrinology Service, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
29Center for Strategy & Innovation, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Ryma Benayed
2Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Maria E Arcila
2Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Marc Ladanyi
2Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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David B Solit
10Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
19Department of Medicine, Endocrinology Service, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
30Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Michael F Berger
2Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
19Department of Medicine, Endocrinology Service, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
30Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Martin Tallman
1Department of Medicine, Leukemia Service, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Montserrat Garcia-Closas
14Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, 9609 Medical Center Drive, MSC 9776, Bethesda, MD 20892, USA
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  • ORCID record for Montserrat Garcia-Closas
Nilanjan Chatterjee
31Department of Biostatistics, Bloomberg School of Public Health Department of Oncology, School of Medicine, Johns Hopkins University, 615 N Wolfe St, Baltimore, MD 21205, USA
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Luis A Diaz Jr.
10Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
32Program in Precision Interception and Prevention, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
33Department of Medicine, Solid Tumor Division, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Ross L Levine
1Department of Medicine, Leukemia Service, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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Lindsay M Morton
14Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, 9609 Medical Center Drive, MSC 9776, Bethesda, MD 20892, USA
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Ahmet Zehir
2Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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  • For correspondence: zehira@mskcc.org papaemme@mskcc.org
Elli Papaemmanuil
3Computational Oncology Service, Department of Epidemiology & Biostatistics, Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA
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  • For correspondence: zehira@mskcc.org papaemme@mskcc.org
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ABSTRACT

Clonal hematopoiesis (CH) is frequent in cancer patients and associated with increased risk of therapy related myeloid neoplasms (tMN). To define the relationship between CH, oncologic therapy, and tMN progression, we studied 24,439 cancer patients. We show that previously treated patients have increased rates of CH, with enrichment of mutations in DNA Damage Response (DDR) genes (TP53, PPM1D, CHEK2). Exposure to radiation, platinum and topoisomerase II inhibitors have the strongest association with CH with evidence of dose-dependence and gene-treatment interactions. We validate these associations in serial sampling from 525 patients and show that exposure to cytotoxic and radiation therapy imparts a selective advantage specifically in hematopoietic cells with DDR mutations. In patients who progressed to tMN, the clone at CH demarcated the dominant clone at tMN diagnosis. CH mutational features predict risk of therapy-related myeloid neoplasm in solid tumor patients with clinical implications for early detection and treatment decisions.

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Oncologic therapy shapes the fitness landscape of clonal hematopoiesis
Kelly L Bolton, Ryan N Ptashkin, Teng Gao, Lior Braunstein, Sean M Devlin, Daniel Kelly, Minal Patel, Antonin Berthon, Aijazuddin Syed, Mariko Yabe, Catherine C. Coombs, Nicole M. Caltabellotta, Mike Walsh, Kenneth Offit, Zsofia Stadler, Diana Mandelker, Jessica Schulman, Akshar Patel, John Philip, Elsa Bernard, Gunes Gundem, Juan E Arango, Max Levine, Juan S Medina, Noushin Farnoud, Dominik Glodzik, Sonya Li, Marc E Robson, Choonsik Lee, Paul D P Pharoah, Konrad Stopsack, Barbara Spitzer, Simon Mantha, James Fagin, Laura Boucai, Christopher J Gibson, Benjamin L Ebert, Andrew Young, Todd Druley, Koichi Takahasi, Nancy Gillis, Markus Ball, Eric Padron, David M Hyman, Jose Baselga, Larry Norton, Stuart Gardos, Virginia M Klimek, Howard Scher, Dean Bajorin, Eder Paraiso, Ryma Benayed, Maria E Arcila, Marc Ladanyi, David B Solit, Michael F Berger, Martin Tallman, Montserrat Garcia-Closas, Nilanjan Chatterjee, Luis A Diaz Jr., Ross L Levine, Lindsay M Morton, Ahmet Zehir, Elli Papaemmanuil
bioRxiv 848739; doi: https://doi.org/10.1101/848739
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Oncologic therapy shapes the fitness landscape of clonal hematopoiesis
Kelly L Bolton, Ryan N Ptashkin, Teng Gao, Lior Braunstein, Sean M Devlin, Daniel Kelly, Minal Patel, Antonin Berthon, Aijazuddin Syed, Mariko Yabe, Catherine C. Coombs, Nicole M. Caltabellotta, Mike Walsh, Kenneth Offit, Zsofia Stadler, Diana Mandelker, Jessica Schulman, Akshar Patel, John Philip, Elsa Bernard, Gunes Gundem, Juan E Arango, Max Levine, Juan S Medina, Noushin Farnoud, Dominik Glodzik, Sonya Li, Marc E Robson, Choonsik Lee, Paul D P Pharoah, Konrad Stopsack, Barbara Spitzer, Simon Mantha, James Fagin, Laura Boucai, Christopher J Gibson, Benjamin L Ebert, Andrew Young, Todd Druley, Koichi Takahasi, Nancy Gillis, Markus Ball, Eric Padron, David M Hyman, Jose Baselga, Larry Norton, Stuart Gardos, Virginia M Klimek, Howard Scher, Dean Bajorin, Eder Paraiso, Ryma Benayed, Maria E Arcila, Marc Ladanyi, David B Solit, Michael F Berger, Martin Tallman, Montserrat Garcia-Closas, Nilanjan Chatterjee, Luis A Diaz Jr., Ross L Levine, Lindsay M Morton, Ahmet Zehir, Elli Papaemmanuil
bioRxiv 848739; doi: https://doi.org/10.1101/848739

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