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Mack T, Vlasschaert C, von Beck K, Silver AJ, Heimlich JB, Poisner H, Condon HR, Ulloa J, Sochacki AL, Spaulding TP, Kishtagari A, Bejan CA, Xu Y, Savona MR, Jones A, Bick AG. Cost-Effective and Scalable Clonal Hematopoiesis Assay Provides Insight into Clonal Dynamics. J Mol Diagn 2024:S1525-1578(24)00076-X. [PMID: 38588769 DOI: 10.1016/j.jmoldx.2024.03.007] [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] [Received: 11/09/2023] [Revised: 03/06/2024] [Accepted: 03/13/2024] [Indexed: 04/10/2024] Open
Abstract
Clonal hematopoiesis of indeterminate potential (CHIP) is a common age-related phenomenon in which hematopoietic stem cells acquire mutations in a select set of genes commonly mutated in myeloid neoplasia which then expand clonally. Current sequencing assays to detect CHIP mutations are not optimized for the detection of these variants and can be cost-prohibitive when applied to large cohorts or to serial sequencing. In this study, an affordable (approximately US $8 per sample), accurate, and scalable sequencing assay for CHIP is introduced and validated. The efficacy of the assay was demonstrated by identifying CHIP mutations in a cohort of 456 individuals with DNA collected at multiple time points in Vanderbilt University's biobank and quantifying clonal expansion rates over time. A total of 101 individuals with CHIP/clonal cytopenia of undetermined significance were identified, and individual-level clonal expansion rate was calculated using the variant allele fraction at both time points. Differences in clonal expansion rate by driver gene were observed, but there was also significant individual-level heterogeneity, emphasizing the multifactorial nature of clonal expansion. Additionally, the study explores mutation co-occurrence and clonal competition between multiple driver mutations.
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Affiliation(s)
- Taralynn Mack
- Vanderbilt Genetics Institute, Vanderbilt University School of Medicine, Nashville, Tennessee
| | | | - Kelly von Beck
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Alexander J Silver
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee; Program in Cancer Biology, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - J Brett Heimlich
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Hannah Poisner
- Vanderbilt Genetics Institute, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Henry R Condon
- Vanderbilt Genetics Institute, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Jessica Ulloa
- Vanderbilt Genetics Institute, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Andrew L Sochacki
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Travis P Spaulding
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Ashwin Kishtagari
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Cosmin A Bejan
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Yaomin Xu
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee; Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Michael R Savona
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee; Program in Cancer Biology, Vanderbilt University School of Medicine, Nashville, Tennessee; Vanderbilt Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, Tennessee; Center for Immunobiology, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Angela Jones
- Vanderbilt Genetics Institute, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Alexander G Bick
- Vanderbilt Genetics Institute, Vanderbilt University School of Medicine, Nashville, Tennessee; Division of Genetic Medicine, Vanderbilt University Medical Center, Nashville, Tennessee.
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Partridge AH, Morgans A, Knelson LP, Recklitis C, Nekhlyudov L, Chi SN, Kenney LB, Diller L, Vrooman LM. Cancer survivorship programs at the Dana-Farber Cancer Institute. J Cancer Surviv 2024; 18:34-41. [PMID: 38294603 PMCID: PMC11003887 DOI: 10.1007/s11764-023-01525-8] [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] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 12/19/2023] [Indexed: 02/01/2024]
Abstract
PURPOSE We sought to present the current status of survivorship programs at Dana-Farber Cancer Institute which include the David B. Perini, Jr. Quality of Life Clinic for survivors of childhood cancer, Stop and Shop Neuro-Oncology Outcomes Clinic for pediatric brain tumor survivors, and Adult Survivorship Program for adult cancer survivors including those diagnosed as adults (age 18 years and older) and adult survivors of childhood cancer, in an effort to share best practices as well as challenges. METHODS Description of programs and discussion. RESULTS Our institutional programs are detailed regarding their history and the multidisciplinary approach and both consultative and long-term care delivery models for pediatric and adult cancer survivors, with the goal of meeting the spectrum of survivorship care needs, from diagnosis and management of long-term effects of cancer-directed therapy and surveillance for subsequent cancer, to healthy lifestyle promotion and psychosocial support. Program investigators conduct research to understand the risks and unmet needs of cancer survivors, and to develop and test interventions to improve care delivery and medical and psychosocial outcomes. There are also educational initiatives detailed. CONCLUSIONS Survivorship programs at Dana-Farber are designed to optimize care and outcomes for cancer survivors including conducting quality improvement initiatives and research to further understand and meet the clinical needs of the large, heterogenous, and growing population cancer survivors into the future. IMPLICATIONS FOR CANCER SURVIVORS Programs like ours as well as those ongoing and planned aim to improve the comprehensive care of diverse cancer survivors.
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Affiliation(s)
- Ann H Partridge
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA, 02215, USA.
- Brigham and Women's Hospital, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
| | - Alicia Morgans
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA, 02215, USA
- Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Lauren P Knelson
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA, 02215, USA
| | - Christopher Recklitis
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
- Boston Children's Hospital, Boston, MA, USA
| | - Larissa Nekhlyudov
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA, 02215, USA
- Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Susan N Chi
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
- Boston Children's Hospital, Boston, MA, USA
| | - Lisa B Kenney
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
- Boston Children's Hospital, Boston, MA, USA
| | - Lisa Diller
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
- Boston Children's Hospital, Boston, MA, USA
| | - Lynda M Vrooman
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
- Boston Children's Hospital, Boston, MA, USA
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Morganti S, Gibson CJ, Jin Q, Santos K, Patel A, Wilson A, Merrill M, Vincuilla J, Stokes S, Lipsyc-Sharf M, Parker T, King TA, Mittendorf EA, Curigliano G, Hughes ME, Stover DG, Tolaney SM, Weeks LD, Tayob N, Lin NU, Garber JE, Miller PG, Parsons HA. Prevalence, Dynamics, and Prognostic Role of Clonal Hematopoiesis of Indeterminate Potential in Patients With Breast Cancer. J Clin Oncol 2024:JCO2301071. [PMID: 38190580 DOI: 10.1200/jco.23.01071] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 08/15/2023] [Accepted: 10/18/2023] [Indexed: 01/10/2024] Open
Abstract
PURPOSE Clonal hematopoiesis of indeterminate potential (CHIP) is frequent in patients with solid tumors. Prospective data about CHIP prevalence at breast cancer diagnosis and its dynamic evolution under treatment selective pressure are limited. PATIENTS AND METHODS We performed targeted error-corrected sequencing on 614 samples from 380 patients with breast cancer. We investigated the dynamics of CHIP on prospectively collected paired samples from patients with early breast cancer (eBC) receiving chemotherapy (CT) or endocrine therapy (ET). We assessed the correlation of CHIP with survival in patients with metastatic triple-negative breast cancer (mTNBC). We estimated the risk of progression to treatment-related myeloid neoplasms (t-MN) according to the clonal hematopoiesis risk score (CHRS). In exploratory analyses, we considered clonal hematopoiesis (CH) with variant allele fraction (VAF) ≥0.005. RESULTS CHIP was identified in 15% of patients before treatment. Few CHIP emerged after treatment, and the risk of developing new mutations was similar for patients receiving CT versus ET (odds ratio [OR], 1.16; P = .820). However, CT increased the risk of developing new CH with VAF ≥0.005 (OR, 3.45; P = .002). Five TP53-mutant CH with VAF ≥0.005 emerged among patients receiving CT. Most patients had low risk of t-MN according to the CHRS score. CHIP did not correlate with survival in mTNBC. CONCLUSION CHIP is frequent in patients with breast cancer. In this study, CT did not lead to emergence of new CHIP, and most patients had low risk of developing t-MN. This finding is reassuring, given long life expectancy of patients with eBC and the association of CHIP with morbidity and mortality. However, TP53-mutant CH with VAF ≥0.005 emerged with CT, which carries high risk of t-MN. Evolution of these small clones and their clinical significance warrant further investigation.
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Affiliation(s)
- Stefania Morganti
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, MA
- Harvard Medical School, Boston, MA
- Broad Institute of MIT and Harvard, Cambridge, MA
| | - Christopher J Gibson
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Qingchun Jin
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA
| | - Katheryn Santos
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Broad Institute of MIT and Harvard, Cambridge, MA
| | - Ashka Patel
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Clinical Operations Department, Natera Inc, Austin, TX
| | - Alex Wilson
- Broad Institute of MIT and Harvard, Cambridge, MA
| | - Margaret Merrill
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Department of Obstetrics and Gynecology, Massachusetts General Hospital, Boston, MA
| | - Julie Vincuilla
- Division of Breast Surgery, Department of Surgery, Brigham and Women's Hospital, Boston, MA
| | | | - Marla Lipsyc-Sharf
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, MA
- Harvard Medical School, Boston, MA
- Broad Institute of MIT and Harvard, Cambridge, MA
| | - Tonia Parker
- Division of Breast Surgery, Department of Surgery, Brigham and Women's Hospital, Boston, MA
| | - Tari A King
- Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, MA
- Harvard Medical School, Boston, MA
- Division of Breast Surgery, Department of Surgery, Brigham and Women's Hospital, Boston, MA
| | - Elizabeth A Mittendorf
- Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, MA
- Harvard Medical School, Boston, MA
- Division of Breast Surgery, Department of Surgery, Brigham and Women's Hospital, Boston, MA
| | - Giuseppe Curigliano
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
- Division of Early Drug Development, European Institute of Oncology IRCCS, Milan, Italy
| | - Melissa E Hughes
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, MA
| | - Daniel G Stover
- Ohio State University Comprehensive Cancer Center, Columbus, OH
| | - Sara M Tolaney
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, MA
- Harvard Medical School, Boston, MA
| | - Lachelle D Weeks
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Nabihah Tayob
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA
| | - Nancy U Lin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, MA
- Harvard Medical School, Boston, MA
| | - Judy E Garber
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, MA
- Harvard Medical School, Boston, MA
- Center for Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA
| | - Peter G Miller
- Harvard Medical School, Boston, MA
- Broad Institute of MIT and Harvard, Cambridge, MA
- Center for Cancer Research and Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA
| | - Heather A Parsons
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, MA
- Harvard Medical School, Boston, MA
- Broad Institute of MIT and Harvard, Cambridge, MA
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Mack T, Vlasschaert C, von Beck K, Silver AJ, Heimlich JB, Poisner H, Condon HR, Ulloa J, Sochacki AL, Spaulding TP, Kishtagari A, Bejan CA, Xu Y, Savona MR, Jones A, Bick A. Cost-effective and scalable clonal hematopoiesis assay provides insight into clonal dynamics. medRxiv 2023:2023.11.08.23298270. [PMID: 37986782 PMCID: PMC10659520 DOI: 10.1101/2023.11.08.23298270] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2023]
Abstract
Clonal hematopoiesis of indeterminate potential (CHIP) is a common age-related phenomenon that occurs when hematopoietic stem cells acquire mutations in a select set of genes commonly mutated in myeloid neoplasia which then expand clonally. Current sequencing assays to detect CHIP are not optimized for the detection of these variants and can be cost-prohibitive when applied to large cohorts or serial sequencing. Here, we present and validate a CHIP targeted sequencing assay that is affordable (∼$8/sample), accurate and highly scalable. To demonstrate the utility of this assay, we detected CHIP in a cohort of 456 individuals with DNA collected at multiple timepoints in the Vanderbilt BioVU biobank and quantified clonal expansion rates over time. A total of 101 individuals with CHIP were identified, and individual-level clonal expansion rate was calculated using the variant allele fraction (VAF) at both timepoints. Differences in clonal expansion rate by driver gene were observed, but there was also significant individual-level heterogeneity, emphasizing the multifactorial nature of clonal expansion. We further describe the mutation co-occurrence and clonal competition between multiple driver mutations.
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Chen CW, Zhang L, Dutta R, Niroula A, Miller PG, Gibson CJ, Bick AG, Reyes JM, Lee YT, Tovy A, Gu T, Waldvogel S, Chen YH, Venters BJ, Estève PO, Pradhan S, Keogh MC, Natarajan P, Takahashi K, Sperling AS, Goodell MA. SRCAP mutations drive clonal hematopoiesis through epigenetic and DNA repair dysregulation. Cell Stem Cell 2023; 30:1503-1519.e8. [PMID: 37863054 PMCID: PMC10841682 DOI: 10.1016/j.stem.2023.09.011] [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] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 07/25/2023] [Accepted: 09/27/2023] [Indexed: 10/22/2023]
Abstract
Somatic mutations accumulate in all cells with age and can confer a selective advantage, leading to clonal expansion over time. In hematopoietic cells, mutations in a subset of genes regulating DNA repair or epigenetics frequently lead to clonal hematopoiesis (CH). Here, we describe the context and mechanisms that lead to enrichment of hematopoietic stem cells (HSCs) with mutations in SRCAP, which encodes a chromatin remodeler that also influences DNA repair. We show that SRCAP mutations confer a selective advantage in human cells and in mice upon treatment with the anthracycline-class chemotherapeutic doxorubicin and bone marrow transplantation. Furthermore, Srcap mutations lead to a lymphoid-biased expansion, driven by loss of SRCAP-regulated H2A.Z deposition and increased DNA repair. Altogether, we demonstrate that SRCAP operates at the intersection of multiple pathways in stem and progenitor cells, offering a new perspective on the functional impact of genetic variants that promote stem cell competition in the hematopoietic system.
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Affiliation(s)
- Chun-Wei Chen
- Interdepartmental Program in Integrative Molecular and Biomedical Sciences, Baylor College of Medicine, Houston, TX, USA; Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA; Stem Cells and Regenerative Medicine Center, Baylor College of Medicine, Houston, TX, USA
| | - Linda Zhang
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA; Stem Cells and Regenerative Medicine Center, Baylor College of Medicine, Houston, TX, USA; Program in Translational Biology and Molecular Medicine, Houston, TX, USA; Medical Scientist Training Program, Baylor College of Medicine, Houston, TX, USA
| | - Ravi Dutta
- Division of Hematology, Brigham and Women's Hospital, Boston, MA, USA
| | - Abhishek Niroula
- Broad Institute of MIT and Harvard, Cambridge, MA, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Peter G Miller
- Division of Hematology, Brigham and Women's Hospital, Boston, MA, USA; Center for Cancer Research and Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA, USA
| | | | - Alexander G Bick
- Division of Hematology, Brigham and Women's Hospital, Boston, MA, USA; Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jaime M Reyes
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA; Stem Cells and Regenerative Medicine Center, Baylor College of Medicine, Houston, TX, USA
| | - Yi-Tang Lee
- Interdepartmental Program in Integrative Molecular and Biomedical Sciences, Baylor College of Medicine, Houston, TX, USA; Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Ayala Tovy
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA; Stem Cells and Regenerative Medicine Center, Baylor College of Medicine, Houston, TX, USA
| | - Tianpeng Gu
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA; Stem Cells and Regenerative Medicine Center, Baylor College of Medicine, Houston, TX, USA
| | - Sarah Waldvogel
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA; Stem Cells and Regenerative Medicine Center, Baylor College of Medicine, Houston, TX, USA; Medical Scientist Training Program, Baylor College of Medicine, Houston, TX, USA
| | - Yi-Hung Chen
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA
| | | | | | | | | | - Pradeep Natarajan
- Division of Hematology, Brigham and Women's Hospital, Boston, MA, USA; Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA; Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Koichi Takahashi
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Adam S Sperling
- Division of Hematology, Brigham and Women's Hospital, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Margaret A Goodell
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA; Stem Cells and Regenerative Medicine Center, Baylor College of Medicine, Houston, TX, USA; Medical Scientist Training Program, Baylor College of Medicine, Houston, TX, USA.
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