1
|
Xu P, Gao Y, Jiang S, Cui Y, Xie Y, Kang Z, Chen YX, Sun D, Fang JY. CHEK2 deficiency increase the response to PD-1 inhibitors by affecting the tumor immune microenvironment. Cancer Lett 2024; 588:216595. [PMID: 38097135 DOI: 10.1016/j.canlet.2023.216595] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 11/13/2023] [Accepted: 12/06/2023] [Indexed: 03/12/2024]
Abstract
Immune checkpoint blockade (ICB) therapy has improved treatment effects in multiple cancers. Gene mutations in the DNA damage repair pathway (DDR) may cause genomic instability and may relate to the efficacy of ICB. Checkpoint kinase 2 (CHEK2) and polymerase epsilon (POLE) are important genes in the DDR. In this study, we aimed to study the impact of CHEK2 deficiency mutations on the response to ICB. We found that tumors with CHEK2 mutations had a significantly higher tumor mutational burden (TMB) compared to those with CHEK2-WT in a pancancer database. We noted that CHEK2 deficiency mutations potentiated the anti-tumor effect of anti-PD-1 therapy in MC38 and B16 tumor-bearing mice with the decrease of tumor volume and tumor weight after anti-PD-1 treatment. Mechanistically, CHEK2 deficiency tumors were with the increased cytotoxic CD8+ T-cell infiltration, especially cytotoxic CD8+ T cells, and modulated the tumor-immune microenvironment with an upregulated immune inflammatory pathway and antigen presentation pathway after anti-PD-1 treatment. Furthermore, murine models with POLE mutations confirmed that CHEK2 deficiency shaped similar mutational and immune landscapes as POLE mutations after anti-PD-1 treatment. Taken together, our results demonstrated that CHEK2 deficiency mutations may increase the response to ICB (eg. anti-PD-1) by influencing the tumor immune microenvironment. This indicated that CHEK2 deficiency mutations were a potentially predictive biomarker and CHEK2 deficiency may potentiate response to immunotherapy.
Collapse
Affiliation(s)
- Pingping Xu
- Division of Gastroenterology and Hepatology, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yaqi Gao
- Division of Gastroenterology and Hepatology, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shanshan Jiang
- Division of Gastroenterology and Hepatology, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yun Cui
- Division of Gastroenterology and Hepatology, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yuanhong Xie
- Division of Gastroenterology and Hepatology, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Ziran Kang
- Division of Gastroenterology and Hepatology, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Ying-Xuan Chen
- Division of Gastroenterology and Hepatology, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Danfeng Sun
- Division of Gastroenterology and Hepatology, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| | - Jing-Yuan Fang
- Division of Gastroenterology and Hepatology, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| |
Collapse
|
2
|
Alawieh D, Cysique-Foinlan L, Willekens C, Renneville A. RAS mutations in myeloid malignancies: revisiting old questions with novel insights and therapeutic perspectives. Blood Cancer J 2024; 14:72. [PMID: 38658558 PMCID: PMC11043080 DOI: 10.1038/s41408-024-01054-2] [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: 02/27/2024] [Revised: 04/11/2024] [Accepted: 04/12/2024] [Indexed: 04/26/2024] Open
Abstract
NRAS and KRAS activating point mutations are present in 10-30% of myeloid malignancies and are often associated with a proliferative phenotype. RAS mutations harbor allele-specific structural and biochemical properties depending on the hotspot mutation, contributing to variable biological consequences. Given their subclonal nature in most myeloid malignancies, their clonal architecture, and patterns of cooperativity with other driver genetic alterations may potentially have a direct, causal influence on the prognosis and treatment of myeloid malignancies. RAS mutations overall tend to be associated with poor clinical outcome in both chronic and acute myeloid malignancies. Several recent prognostic scoring systems have incorporated RAS mutational status. While RAS mutations do not always act as independent prognostic factors, they significantly influence disease progression and survival. However, their clinical significance depends on the type of mutation, disease context, and treatment administered. Recent evidence also indicates that RAS mutations drive resistance to targeted therapies, particularly FLT3, IDH1/2, or JAK2 inhibitors, as well as the venetoclax-azacitidine combination. The investigation of novel therapeutic strategies and combinations that target multiple axes within the RAS pathway, encompassing both upstream and downstream components, is an active field of research. The success of direct RAS inhibitors in patients with solid tumors has brought renewed optimism that this progress will be translated to patients with hematologic malignancies. In this review, we highlight key insights on RAS mutations across myeloid malignancies from the past decade, including their prevalence and distribution, cooperative genetic events, clonal architecture and dynamics, prognostic implications, and therapeutic targeting.
Collapse
Affiliation(s)
- Dana Alawieh
- INSERM U1287, Gustave Roussy, Paris-Saclay University, Villejuif, France
| | - Leila Cysique-Foinlan
- INSERM U1287, Gustave Roussy, Paris-Saclay University, Villejuif, France
- Department of Hematology, Gustave Roussy, Villejuif, France
| | - Christophe Willekens
- INSERM U1287, Gustave Roussy, Paris-Saclay University, Villejuif, France
- Department of Hematology, Gustave Roussy, Villejuif, France
| | - Aline Renneville
- INSERM U1287, Gustave Roussy, Paris-Saclay University, Villejuif, France.
- Department of Medical Biology and Pathology, Gustave Roussy, Villejuif, France.
| |
Collapse
|
3
|
Marshall CH, Gondek LP, Daniels V, Lu C, Pasca S, Xie J, Markowski MC, Paller CJ, Sena LA, Denmeade SR, Luo J, Antonarakis ES. Association of PARP inhibitor treatment on the prevalence and progression of clonal hematopoiesis in patients with advanced prostate cancer. Prostate 2024. [PMID: 38641986 DOI: 10.1002/pros.24712] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 02/20/2024] [Accepted: 04/08/2024] [Indexed: 04/21/2024]
Abstract
BACKGROUND Poly ADP-ribose polymerase (PARP) inhibitors are approved for the treatment of some men with advanced prostate cancer. Rare but serious side effects include myelodysplastic syndrome (MDS) and acute myeloid leukemia (AML). The impact of PARP inhibitors on clonal hematopoiesis (CH), a potential precursor lesion associated with MDS and AML, is incompletely understood in prostate cancer. We hypothesized that PARP inhibitors would increase CH prevalence and abundance. METHODS We prospectively enrolled participants with advanced prostate cancer treated with PARP inhibitors. The presence of CH was assessed from leukocytes using an ultra-deep error-corrected dual unique molecular identifiers sequencing method targeting 49 genes most commonly mutated in CH and myeloid malignancies. Variant allele frequencies (VAF) of ≥0.5% were considered clinically significant. Blood samples were collected before and after PARP inhibitor treatment. RESULTS Ten men were enrolled; mean age of 67 years. Six patients had Gleason 7 disease, and four had Gleason ≥8 disease at diagnosis. Nine had localized disease at diagnosis, and eight had prior treatment with radiation. The mean time between pre- and post-treatment blood samples was 11 months (range 2.6-31 months). Six patients (60%) had CH identified prior to PARP inhibitor treatment, three with multiple clones. Of 11 CH clones identified in follow-up, 5 (45%) appeared or increased after treatment. DNMT3A, TET2, and PPM1D were the most common CH alterations observed. The largest post-treatment increase involved the PPM1D gene. CONCLUSION CH alterations are frequently found after treatment with PARP inhibitors in patients with prostate cancer and this may be one mechanism by which PARP inhibitors lead to increased risk of MDS/AML.
Collapse
Affiliation(s)
- Catherine H Marshall
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Lukasz P Gondek
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Violet Daniels
- Department of Urology, James Buchanan Brady Urological Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Changxue Lu
- Department of Urology, James Buchanan Brady Urological Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Sergiu Pasca
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Jiajun Xie
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Mark C Markowski
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Channing J Paller
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Laura A Sena
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Samuel R Denmeade
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Jun Luo
- Department of Urology, James Buchanan Brady Urological Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Emmanuel S Antonarakis
- Department of Medicine, University of Minnesota, Masonic Cancer Center, Minneapolis, Minnesota, USA
| |
Collapse
|
4
|
Yan C, Richard MA, Gibson CJ, He J, Bosworth A, Crossman DK, Singh P, Hageman L, Kalra R, Armenian SH, Vose J, Weisdorf DJ, Ebert BL, Yasui Y, Forman SJ, Bhatia R, Bhatia S. Clonal Hematopoiesis and Therapy-Related Myeloid Neoplasms After Autologous Transplant for Hodgkin Lymphoma. J Clin Oncol 2024:JCO2302547. [PMID: 38635938 DOI: 10.1200/jco.23.02547] [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: 11/26/2023] [Revised: 02/06/2024] [Accepted: 03/01/2024] [Indexed: 04/20/2024] Open
Abstract
PURPOSE Therapy-related myeloid neoplasm (t-MN) is a life-threatening complication of autologous peripheral blood stem cell transplantation (aPBSCT) for Hodgkin lymphoma (HL). Although previous studies have reported an association between clonal hematopoiesis (CH) in the infused PBSC product and subsequent post-aPBSCT risk of t-MN in patients with non-HL, information about patients with HL treated with aPBSCT is not available. METHODS We constructed a retrospective cohort of 321 patients with HL transplanted at a median age of 34 years (range, 18-71). Targeted DNA sequencing of PBSC products performed for CH-associated or myeloid malignancy-associated genes identified pathogenic mutations in these patients. RESULTS CH was identified in the PBSC product of 46 patients (14.3%) with most prominent representation of DNMT3A (n = 25), PPM1D (n = 7), TET2 (n = 7), and TP53 (n = 5) mutations. Presence of CH in the PBSC product was an independent predictor of t-MN (adjusted hazard ratio [aHR], 4.50 [95% CI, 1.54 to 13.19]). Notably all patients with TP53 mutations in the PBSC product developed t-MN, whereas none of the patients with DNMT3A mutations alone (without co-occurring TP53 or PPM1D mutations) did. Presence of TP53 and/or PPM1D mutations was associated with a 7.29-fold higher hazard of t-MN when compared with individuals carrying no CH mutations (95% CI, 1.72 to 30.94). The presence of TP53 and/or PPM1D mutations was also associated with a 4.17-fold higher hazard of nonrelapse mortality (95% CI, 1.25 to 13.87). There was no association between CH and relapse-related mortality. CONCLUSION The presence of TP53 and/or PPM1D mutations in the PBSC product increases the risk of post-aPBSCT t-MN and nonrelapse mortality among patients with HL and may support alternative therapeutic strategies.
Collapse
Affiliation(s)
| | | | | | - Jianbo He
- University of Alabama at Birmingham, Birmingham, AL
| | | | | | | | | | - Rashi Kalra
- University of Alabama at Birmingham, Birmingham, AL
| | | | | | | | | | - Yutaka Yasui
- St Jude Children's Research Hospital, Memphis, TN
| | | | - Ravi Bhatia
- University of Alabama at Birmingham, Birmingham, AL
| | - Smita Bhatia
- University of Alabama at Birmingham, Birmingham, AL
| |
Collapse
|
5
|
Arends CM, Kopp K, Hablesreiter R, Estrada N, Christen F, Moll UM, Zeillinger R, Schmitt WD, Sehouli J, Kulbe H, Fleischmann M, Ray-Coquard I, Zeimet A, Raspagliesi F, Zamagni C, Vergote I, Lorusso D, Concin N, Bullinger L, Braicu EI, Damm F. Dynamics of clonal hematopoiesis under DNA-damaging treatment in patients with ovarian cancer. Leukemia 2024:10.1038/s41375-024-02253-3. [PMID: 38637689 DOI: 10.1038/s41375-024-02253-3] [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: 02/10/2024] [Revised: 04/09/2024] [Accepted: 04/10/2024] [Indexed: 04/20/2024]
Abstract
Clonal hematopoiesis (CH) driven by mutations in the DNA damage response (DDR) pathway is frequent in patients with cancer and is associated with a higher risk of therapy-related myeloid neoplasms (t-MNs). Here, we analyzed 423 serial whole blood and plasma samples from 103 patients with relapsed high-grade ovarian cancer receiving carboplatin, poly(ADP-ribose) polymerase inhibitor (PARPi) and heat shock protein 90 inhibitor (HSP90i) treatment within the phase II EUDARIO trial using error-corrected sequencing of 72 genes. DDR-driven CH was detected in 35% of patients and was associated with longer duration of prior PARPi treatment. TP53- and PPM1D-mutated clones exhibited substantially higher clonal expansion rates than DNMT3A- or TET2-mutated clones during treatment. Expansion of DDR clones correlated with HSP90i exposure across the three study arms and was partially abrogated by the presence of germline mutations related to homologous recombination deficiency. Single-cell DNA sequencing of selected samples revealed clonal exclusivity of DDR mutations, and identified DDR-mutated clones as the origin of t-MN in two investigated cases. Together, these results provide unique insights into the architecture and the preferential selection of DDR-mutated hematopoietic clones under intense DNA-damaging treatment. Specifically, PARPi and HSP90i therapies pose an independent risk for the expansion of DDR-CH in a dose-dependent manner.
Collapse
Affiliation(s)
- Christopher Maximilian Arends
- Department of Hematology, Oncology, and Cancer Immunology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Klara Kopp
- Department of Hematology, Oncology, and Cancer Immunology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Raphael Hablesreiter
- Department of Hematology, Oncology, and Cancer Immunology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Natalia Estrada
- Department of Hematology, Oncology, and Cancer Immunology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Friederike Christen
- Department of Hematology, Oncology, and Cancer Immunology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Ute Martha Moll
- Department of Pathology, Stony Brook University Cancer Center, Stony Brook, NY, 11794, USA
| | - Robert Zeillinger
- Department of Obstetrics and Gynaecology, Molecular Oncology Group, Comprehensive Cancer Center-Gynaecologic Cancer Unit, Medical University of Vienna, Vienna, Austria
| | - Wolfgang Daniel Schmitt
- Department of Pathology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany
| | - Jalid Sehouli
- Department of Gynaecology, European Competence Center for Ovarian Cancer, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Campus Virchow Klinikum, Berlin, Germany
- North Eastern German Society for Gynecological Cancer. Tumor Bank Ovarian Cancer Network, Berlin, Germany
| | - Hagen Kulbe
- Department of Gynaecology, European Competence Center for Ovarian Cancer, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Campus Virchow Klinikum, Berlin, Germany
- North Eastern German Society for Gynecological Cancer. Tumor Bank Ovarian Cancer Network, Berlin, Germany
| | - Maximilian Fleischmann
- Klinik für Innere Medizin II, Abteilung Hämatologie und Onkologie, Universitätsklinikum Jena, Jena, Germany
| | - Isabelle Ray-Coquard
- Centre Anticancereux Léon Bérard, University Claude Bernard Lyon, GINECO Group, Lyon, France
| | - Alain Zeimet
- Department of Obstetrics and Gynecology, Medical University of Innsbruck, Austrian AGO, Innsbruck, Austria
| | | | - Claudio Zamagni
- Division of Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Ignace Vergote
- Division of Gynecological Oncology, Department of Gynecology and Obstetrics, Leuven Cancer Institute, Katholieke Universiteit Leuven, Leuven, Belgium
- Belgium and Luxembourg Gynaecological Oncology Group (BGOG), Leuven, Belgium
| | | | - Nicole Concin
- Department of Obstetrics and Gynecology, Medical University of Innsbruck, Austrian AGO, Innsbruck, Austria
| | - Lars Bullinger
- Department of Hematology, Oncology, and Cancer Immunology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Elena Ioana Braicu
- Department of Gynaecology, European Competence Center for Ovarian Cancer, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Campus Virchow Klinikum, Berlin, Germany
- North Eastern German Society for Gynecological Cancer. Tumor Bank Ovarian Cancer Network, Berlin, Germany
| | - Frederik Damm
- Department of Hematology, Oncology, and Cancer Immunology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany.
| |
Collapse
|
6
|
Nguyen PN. Biomarker discovery with quantum neural networks: a case-study in CTLA4-activation pathways. BMC Bioinformatics 2024; 25:149. [PMID: 38609844 DOI: 10.1186/s12859-024-05755-0] [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: 12/25/2023] [Accepted: 03/20/2024] [Indexed: 04/14/2024] Open
Abstract
BACKGROUND Biomarker discovery is a challenging task due to the massive search space. Quantum computing and quantum Artificial Intelligence (quantum AI) can be used to address the computational problem of biomarker discovery from genetic data. METHOD We propose a Quantum Neural Networks architecture to discover genetic biomarkers for input activation pathways. The Maximum Relevance-Minimum Redundancy criteria score biomarker candidate sets. Our proposed model is economical since the neural solution can be delivered on constrained hardware. RESULTS We demonstrate the proof of concept on four activation pathways associated with CTLA4, including (1) CTLA4-activation stand-alone, (2) CTLA4-CD8A-CD8B co-activation, (3) CTLA4-CD2 co-activation, and (4) CTLA4-CD2-CD48-CD53-CD58-CD84 co-activation. CONCLUSION The model indicates new genetic biomarkers associated with the mutational activation of CLTA4-associated pathways, including 20 genes: CLIC4, CPE, ETS2, FAM107A, GPR116, HYOU1, LCN2, MACF1, MT1G, NAPA, NDUFS5, PAK1, PFN1, PGAP3, PPM1G, PSMD8, RNF213, SLC25A3, UBA1, and WLS. We open source the implementation at: https://github.com/namnguyen0510/Biomarker-Discovery-with-Quantum-Neural-Networks .
Collapse
Affiliation(s)
- Phuong-Nam Nguyen
- Faculty of Computer Science, PHENIKAA University, Yen Nghia, Ha Dong, Hanoi, 12116, Vietnam.
| |
Collapse
|
7
|
Zhu X, Huang X, Hu M, Sun R, Li J, Wang H, Pan X, Ma Y, Ning L, Tong T, Zhou Y, Ding J, Zhao Y, Xuan B, Fang JY, Hong J, Hon Wong JW, Zhang Y, Chen H. A specific enterotype derived from gut microbiome of older individuals enables favorable responses to immune checkpoint blockade therapy. Cell Host Microbe 2024; 32:489-505.e5. [PMID: 38513657 DOI: 10.1016/j.chom.2024.03.002] [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: 09/28/2023] [Revised: 12/15/2023] [Accepted: 03/04/2024] [Indexed: 03/23/2024]
Abstract
Immunotherapy has revolutionized cancer treatment, but inconsistent responses persist. Our study delves into the intriguing phenomenon of enhanced immunotherapy sensitivity in older individuals with cancers. Through a meta-analysis encompassing 25 small-to-mid-sized trials of immune checkpoint blockade (ICB), we demonstrate that older individuals exhibit heightened responsiveness to ICB therapy. To understand the underlying mechanism, we reanalyze single-cell RNA sequencing (scRNA-seq) data from multiple studies and unveil distinct upregulation of exhausted and cytotoxic T cell markers within the tumor microenvironment (TME) of older patients. Recognizing the potential role of gut microbiota in modulating the efficacy of immunotherapy, we identify an aging-enriched enterotype linked to improved immunotherapy outcomes in older patients. Fecal microbiota transplantation experiments in mice confirm the therapeutic potential of the aging-enriched enterotype, enhancing treatment sensitivity and reshaping the TME. Our discoveries confront the prevailing paradox and provide encouraging paths for tailoring cancer immunotherapy strategies according to an individual's gut microbiome profile.
Collapse
Affiliation(s)
- Xiaoqiang Zhu
- State Key Laboratory of Systems Medicine for Cancer, Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China; School of Biomedical Sciences, LKS Faculty of Medicine, The University of Hong Kong, Centre for Oncology and Immunology, Hong Kong Science Park. Hong Kong, Hong Kong SAR, China; Baoshan Branch, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Xiaowen Huang
- State Key Laboratory of Systems Medicine for Cancer, Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Muni Hu
- State Key Laboratory of Systems Medicine for Cancer, Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Rongrong Sun
- Department of Medical Oncology, Xuzhou Central Hospital, Clinical School of Xuzhou Medical University, Xuzhou, China
| | - Jiantao Li
- Shanghai Lung Cancer Center, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University
| | - Hai Wang
- Department of Endoscopy, Shanghai Pulmonary Hospital, Tongji University, Shanghai, China
| | - Xuefeng Pan
- Department of Medical Oncology, Xuzhou Central Hospital, Clinical School of Xuzhou Medical University, Xuzhou, China
| | - Yanru Ma
- State Key Laboratory of Systems Medicine for Cancer, Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Lijun Ning
- State Key Laboratory of Systems Medicine for Cancer, Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Tianying Tong
- State Key Laboratory of Systems Medicine for Cancer, Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yilu Zhou
- State Key Laboratory of Systems Medicine for Cancer, Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Jinmei Ding
- State Key Laboratory of Systems Medicine for Cancer, Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Ying Zhao
- State Key Laboratory of Systems Medicine for Cancer, Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Baoqin Xuan
- State Key Laboratory of Systems Medicine for Cancer, Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Jing-Yuan Fang
- State Key Laboratory of Systems Medicine for Cancer, Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Jie Hong
- State Key Laboratory of Systems Medicine for Cancer, Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
| | - Jason Wing Hon Wong
- School of Biomedical Sciences, LKS Faculty of Medicine, The University of Hong Kong, Centre for Oncology and Immunology, Hong Kong Science Park. Hong Kong, Hong Kong SAR, China.
| | - Youwei Zhang
- Department of Medical Oncology, Xuzhou Central Hospital, Clinical School of Xuzhou Medical University, Xuzhou, China.
| | - Haoyan Chen
- State Key Laboratory of Systems Medicine for Cancer, Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
| |
Collapse
|
8
|
Borsi E, Vigliotta I, Poletti A, Mazzocchetti G, Solli V, Zazzeroni L, Martello M, Armuzzi S, Taurisano B, Kanapari A, Pistis I, Zamagni E, Pantani L, Rocchi S, Mancuso K, Tacchetti P, Rizzello I, Rizzi S, Dan E, Sinigaglia B, Cavo M, Terragna C. Single-Cell DNA Sequencing Reveals an Evolutionary Pattern of CHIP in Transplant Eligible Multiple Myeloma Patients. Cells 2024; 13:657. [PMID: 38667272 PMCID: PMC11049155 DOI: 10.3390/cells13080657] [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: 02/21/2024] [Revised: 03/26/2024] [Accepted: 04/06/2024] [Indexed: 04/28/2024] Open
Abstract
Clonal hematopoiesis of indeterminate potential (CHIP) refers to the phenomenon where a hematopoietic stem cell acquires fitness-increasing mutation(s), resulting in its clonal expansion. CHIP is frequently observed in multiple myeloma (MM) patients, and it is associated with a worse outcome. High-throughput amplicon-based single-cell DNA sequencing was performed on circulating CD34+ cells collected from twelve MM patients before autologous stem cell transplantation (ASCT). Moreover, in four MM patients, longitudinal samples either before or post-ASCT were collected. Single-cell sequencing and data analysis were assessed using the MissionBio Tapestri® platform, with a targeted panel of 20 leukemia-associated genes. We detected CHIP pathogenic mutations in 6/12 patients (50%) at the time of transplant. The most frequently mutated genes were TET2, EZH2, KIT, DNMT3A, and ASXL1. In two patients, we observed co-occurring mutations involving an epigenetic modifier (i.e., DNMT3A) and/or a gene involved in splicing machinery (i.e., SF3B1) and/or a tyrosine kinase receptor (i.e., KIT) in the same clone. Longitudinal analysis of paired samples revealed a positive selection of mutant high-fitness clones over time, regardless of their affinity with a major or minor sub-clone. Copy number analysis of the panel of all genes did not show any numerical alterations present in stem cell compartment. Moreover, we observed a tendency of CHIP-positive patients to achieve a suboptimal response to therapy compared to those without. A sub-clone dynamic of high-fitness mutations over time was confirmed.
Collapse
Affiliation(s)
- Enrica Borsi
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, 40138 Bologna, Italy
| | - Ilaria Vigliotta
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, 40138 Bologna, Italy
| | - Andrea Poletti
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126 Bologna, Italy
| | - Gaia Mazzocchetti
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126 Bologna, Italy
| | - Vincenza Solli
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126 Bologna, Italy
| | - Luca Zazzeroni
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126 Bologna, Italy
| | - Marina Martello
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126 Bologna, Italy
| | - Silvia Armuzzi
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126 Bologna, Italy
| | - Barbara Taurisano
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126 Bologna, Italy
| | - Ajsi Kanapari
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126 Bologna, Italy
| | - Ignazia Pistis
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, 40138 Bologna, Italy
| | - Elena Zamagni
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, 40138 Bologna, Italy
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126 Bologna, Italy
| | - Lucia Pantani
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, 40138 Bologna, Italy
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126 Bologna, Italy
| | - Serena Rocchi
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, 40138 Bologna, Italy
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126 Bologna, Italy
| | - Katia Mancuso
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, 40138 Bologna, Italy
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126 Bologna, Italy
| | - Paola Tacchetti
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, 40138 Bologna, Italy
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126 Bologna, Italy
| | - Ilaria Rizzello
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, 40138 Bologna, Italy
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126 Bologna, Italy
| | - Simonetta Rizzi
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, 40138 Bologna, Italy
| | - Elisa Dan
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, 40138 Bologna, Italy
| | - Barbara Sinigaglia
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, 40138 Bologna, Italy
| | - Michele Cavo
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, 40138 Bologna, Italy
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126 Bologna, Italy
| | - Carolina Terragna
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, 40138 Bologna, Italy
| |
Collapse
|
9
|
Cao R, Thatavarty A, King KY. Forged in the fire: Lasting impacts of inflammation on hematopoietic progenitors. Exp Hematol 2024; 134:104215. [PMID: 38580008 DOI: 10.1016/j.exphem.2024.104215] [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: 01/11/2024] [Revised: 03/26/2024] [Accepted: 04/01/2024] [Indexed: 04/07/2024]
Abstract
Quiescence and differentiation of hematopoietic stem and progenitor cells (HSPC) can be modified by systemic inflammatory cues. Such cues can not only yield short-term changes in HSPCs such as in supporting emergency granulopoiesis but can also promote lasting influences on the HSPC compartment. First, inflammation can be a driver for clonal expansion, promoting clonal hematopoiesis for certain mutant clones, reducing overall clonal diversity, and reshaping the composition of the HSPC pool with significant health consequences. Second, inflammation can generate lasting cell-autonomous changes in HSPCs themselves, leading to changes in the epigenetic state, metabolism, and function of downstream innate immune cells. This concept, termed "trained immunity," suggests that inflammatory stimuli can alter subsequent immune responses leading to improved innate immunity or, conversely, autoimmunity. Both of these concepts have major implications in human health. Here we reviewed current literature about the lasting effects of inflammation on the HSPC compartment and opportunities for future advancement in this fast-developing field.
Collapse
Affiliation(s)
- Ruoqiong Cao
- Department of Pediatrics - Division of Infectious Disease, Texas Children's Hospital, Baylor College of Medicine, Houston, TX; Graduate Program in Immunology and Microbiology, Baylor College of Medicine, Houston, TX; Stem Cells and Regenerative Medicine Center, Baylor College of Medicine, Houston, TX
| | - Apoorva Thatavarty
- Department of Pediatrics - Division of Infectious Disease, Texas Children's Hospital, Baylor College of Medicine, Houston, TX; Graduate Program in Genetics and Genomics, Baylor College of Medicine, Houston, Texas; Medical Scientist Training Program, Baylor College of Medicine, Houston, TX; Stem Cells and Regenerative Medicine Center, Baylor College of Medicine, Houston, TX
| | - Katherine Y King
- Department of Pediatrics - Division of Infectious Disease, Texas Children's Hospital, Baylor College of Medicine, Houston, TX; Graduate Program in Immunology and Microbiology, Baylor College of Medicine, Houston, TX; Medical Scientist Training Program, Baylor College of Medicine, Houston, TX; Stem Cells and Regenerative Medicine Center, Baylor College of Medicine, Houston, TX.
| |
Collapse
|
10
|
Xu JJ, Viny AD. Chromatin organization in myelodysplastic syndrome. Exp Hematol 2024; 134:104216. [PMID: 38582293 DOI: 10.1016/j.exphem.2024.104216] [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: 01/10/2024] [Revised: 03/27/2024] [Accepted: 03/31/2024] [Indexed: 04/08/2024]
Abstract
Disordered chromatin organization has emerged as a new aspect of the pathogenesis of myelodysplastic syndrome (MDS). Characterized by lineage dysplasia and a high transformation rate to acute myeloid leukemia (AML), the genetic determinant of MDS is thought to be the main driver of the disease's progression. Among the recurrently mutated pathways, alterations in chromatin organization, such as the cohesin complex, have a profound impact on hematopoietic stem cell (HSC) function and lineage commitment. The cohesin complex is a ring-like structure comprised of structural maintenance of chromosomes (SMC), RAD21, and STAG proteins that involve three-dimensional (3D) genome organization via loop extrusion in mammalian cells. The partial loss of the functional cohesin ring leads to altered chromatin accessibility specific to key hematopoietic transcription factors, which is thought to be the molecular mechanism of cohesin dysfunction. Currently, there are no specific targeting agents for cohesin mutant MDS/AML. Potential therapeutic strategies have been proposed based on the current understanding of cohesin mutant leukemogenesis. Here, we will review the recent advances in investigation and targeting approaches against cohesin mutant MDS/AML.
Collapse
Affiliation(s)
- Jane Jialu Xu
- Department of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, New York, New York; Columbia Stem Cell Initiative, Department of Genetics and Development, Columbia University Irving Medical Center, New York City, New York
| | - Aaron D Viny
- Department of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, New York, New York; Columbia Stem Cell Initiative, Department of Genetics and Development, Columbia University Irving Medical Center, New York City, New York.
| |
Collapse
|
11
|
Gilson E, Soubeyran P, Solary E. Targeting Senescence for Next-Generation Cancer Treatments. Cancer Discov 2024; 14:635-638. [PMID: 38571431 DOI: 10.1158/2159-8290.cd-24-0089] [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] [Indexed: 04/05/2024]
Abstract
SUMMARY Cellular senescence has paradoxical effects on cancer emergence, progression, and therapeutic response. We herein identify four lessons that emerged from studying senescence interaction with cancer and emphasize four bottlenecks in the therapeutic manipulation of cellular senescence to prevent or cure cancer.
Collapse
Affiliation(s)
- Eric Gilson
- Université Côte d'Azur, CNRS, Inserm, IRCAN, Faculté de Médecine, Nice, France
- Department of Genetics, University Hospital, Nice, France
- FHU OncoAge, Nice, France
| | - Pierre Soubeyran
- Université de Bordeaux, Inserm U1312, BRIC, Bordeaux, France
- Department of Medical Oncology, Institut Bergonié, Bordeaux, France
| | - Eric Solary
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin-Bicêtre, France
- Inserm U1287 and Department of Hematology, Gustave Roussy, Villejuif, France
| |
Collapse
|
12
|
Escure G, Fournier E, Saade C, Issa LHB, Arib I, Tilmont R, Gazeau N, Thiam BM, Chovet M, Delforge M, Gower N, Fléchon L, Cavalieri D, Chauvet P, Nudel M, Goursaud L, Berthon C, Quesnel B, Facon T, Preudhomme C, Duployez N, Manier S. Small myeloid subclones are present at diagnosis of multiple myeloma in patients who develop secondary myelodysplastic syndromes. Haematologica 2024; 109:1289-1292. [PMID: 37855058 PMCID: PMC10985426 DOI: 10.3324/haematol.2023.284050] [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: 08/08/2023] [Accepted: 10/11/2023] [Indexed: 10/20/2023] Open
Abstract
Not available.
Collapse
Affiliation(s)
| | - Elise Fournier
- Department of Biology Pathology, Lille University Hospital, Lille
| | - Cynthia Saade
- Department of Hematology, Lille University Hospital, Lille
| | | | - Inès Arib
- Department of Hematology, Lille University Hospital, Lille
| | - Rémi Tilmont
- Department of Hematology, Lille University Hospital, Lille
| | - Nicolas Gazeau
- Department of Hematology, Lille University Hospital, Lille
| | - Binta M Thiam
- Department of Hematology, Lille University Hospital, Lille
| | - Morgane Chovet
- Department of Hematology, Lille University Hospital, Lille
| | | | - Nicolas Gower
- Department of Hematology, Lille University Hospital, Lille
| | - Léa Fléchon
- Canther Unit, INSERM UMR-S1277, CNRS UMR9020, ONCOLille, Lille University
| | | | - Paul Chauvet
- Department of Hematology, Lille University Hospital, Lille
| | - Morgane Nudel
- Department of Hematology, Lille University Hospital, Lille
| | - Laure Goursaud
- Department of Hematology, Lille University Hospital, Lille
| | - Céline Berthon
- Department of Hematology, Lille University Hospital, Lille
| | - Bruno Quesnel
- Department of Hematology, Lille University Hospital, Lille, France; Canther Unit, INSERM UMR-S1277, CNRS UMR9020, ONCOLille, Lille University
| | - Thierry Facon
- Department of Hematology, Lille University Hospital, Lille
| | - Claude Preudhomme
- Department of Hematology, Lille University Hospital, Lille, France; Canther Unit, INSERM UMR-S1277, CNRS UMR9020, ONCOLille, Lille University
| | - Nicolas Duployez
- Department of Biology Pathology, Lille University Hospital, Lille, France; Canther Unit, INSERM UMR-S1277, CNRS UMR9020, ONCOLille, Lille University
| | - Salomon Manier
- Department of Hematology, Lille University Hospital, Lille, France; Canther Unit, INSERM UMR-S1277, CNRS UMR9020, ONCOLille, Lille University.
| |
Collapse
|
13
|
Chan ICC, Panchot A, Schmidt E, McNulty S, Wiley BJ, Liu J, Turner K, Moukarzel L, Wong WSW, Tran D, Beeler JS, Batchi-Bouyou AL, Machiela MJ, Karyadi DM, Krajacich BJ, Zhao J, Kruglyak S, Lajoie B, Levy S, Patel M, Kantoff PW, Mason CE, Link DC, Druley TE, Stopsack KH, Bolton KL. ArCH: improving the performance of clonal hematopoiesis variant calling and interpretation. Bioinformatics 2024; 40:btae121. [PMID: 38485690 PMCID: PMC11014783 DOI: 10.1093/bioinformatics/btae121] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 01/17/2024] [Accepted: 03/13/2024] [Indexed: 04/14/2024] Open
Abstract
MOTIVATION The acquisition of somatic mutations in hematopoietic stem and progenitor stem cells with resultant clonal expansion, termed clonal hematopoiesis (CH), is associated with increased risk of hematologic malignancies and other adverse outcomes. CH is generally present at low allelic fractions, but clonal expansion and acquisition of additional mutations leads to hematologic cancers in a small proportion of individuals. With high depth and high sensitivity sequencing, CH can be detected in most adults and its clonal trajectory mapped over time. However, accurate CH variant calling is challenging due to the difficulty in distinguishing low frequency CH mutations from sequencing artifacts. The lack of well-validated bioinformatic pipelines for CH calling may contribute to lack of reproducibility in studies of CH. RESULTS Here, we developed ArCH, an Artifact filtering Clonal Hematopoiesis variant calling pipeline for detecting single nucleotide variants and short insertions/deletions by combining the output of four variant calling tools and filtering based on variant characteristics and sequencing error rate estimation. ArCH is an end-to-end cloud-based pipeline optimized to accept a variety of inputs with customizable parameters adaptable to multiple sequencing technologies, research questions, and datasets. Using deep targeted sequencing data generated from six acute myeloid leukemia patient tumor: normal dilutions, 31 blood samples with orthogonal validation, and 26 blood samples with technical replicates, we show that ArCH improves the sensitivity and positive predictive value of CH variant detection at low allele frequencies compared to standard application of commonly used variant calling approaches. AVAILABILITY AND IMPLEMENTATION The code for this workflow is available at: https://github.com/kbolton-lab/ArCH.
Collapse
Affiliation(s)
- Irenaeus C C Chan
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, United States
| | - Alex Panchot
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, United States
| | - Evelyn Schmidt
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, United States
| | | | - Brian J Wiley
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, United States
| | - Jie Liu
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, United States
| | - Kimberly Turner
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, United States
| | - Lea Moukarzel
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York City, NY 10065, United States
| | - Wendy S W Wong
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD 20814, United States
| | - Duc Tran
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, United States
| | - J Scott Beeler
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, United States
| | | | - Mitchell J Machiela
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD 20814, United States
| | - Danielle M Karyadi
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD 20814, United States
| | - Benjamin J Krajacich
- Department of Genomic Applications, Element BioSciences, San Diego, CA 92121, United States
| | - Junhua Zhao
- Department of Genomic Applications, Element BioSciences, San Diego, CA 92121, United States
| | - Semyon Kruglyak
- Department of Genomic Applications, Element BioSciences, San Diego, CA 92121, United States
| | - Bryan Lajoie
- Department of Genomic Applications, Element BioSciences, San Diego, CA 92121, United States
| | - Shawn Levy
- Department of Genomic Applications, Element BioSciences, San Diego, CA 92121, United States
| | - Minal Patel
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York City, NY 10065, United States
| | - Philip W Kantoff
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York City, NY 10065, United States
| | - Christopher E Mason
- Department of Physiology and Biophysics, Weill Cornell Medical College, New York City, NY 10065, United States
| | - Daniel C Link
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, United States
| | | | - Konrad H Stopsack
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA 02115, United States
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02130, United States
| | - Kelly L Bolton
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, United States
| |
Collapse
|
14
|
Swanton C, Bernard E, Abbosh C, André F, Auwerx J, Balmain A, Bar-Sagi D, Bernards R, Bullman S, DeGregori J, Elliott C, Erez A, Evan G, Febbraio MA, Hidalgo A, Jamal-Hanjani M, Joyce JA, Kaiser M, Lamia K, Locasale JW, Loi S, Malanchi I, Merad M, Musgrave K, Patel KJ, Quezada S, Wargo JA, Weeraratna A, White E, Winkler F, Wood JN, Vousden KH, Hanahan D. Embracing cancer complexity: Hallmarks of systemic disease. Cell 2024; 187:1589-1616. [PMID: 38552609 DOI: 10.1016/j.cell.2024.02.009] [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: 09/25/2023] [Revised: 01/25/2024] [Accepted: 02/08/2024] [Indexed: 04/02/2024]
Abstract
The last 50 years have witnessed extraordinary developments in understanding mechanisms of carcinogenesis, synthesized as the hallmarks of cancer. Despite this logical framework, our understanding of the molecular basis of systemic manifestations and the underlying causes of cancer-related death remains incomplete. Looking forward, elucidating how tumors interact with distant organs and how multifaceted environmental and physiological parameters impinge on tumors and their hosts will be crucial for advances in preventing and more effectively treating human cancers. In this perspective, we discuss complexities of cancer as a systemic disease, including tumor initiation and promotion, tumor micro- and immune macro-environments, aging, metabolism and obesity, cancer cachexia, circadian rhythms, nervous system interactions, tumor-related thrombosis, and the microbiome. Model systems incorporating human genetic variation will be essential to decipher the mechanistic basis of these phenomena and unravel gene-environment interactions, providing a modern synthesis of molecular oncology that is primed to prevent cancers and improve patient quality of life and cancer outcomes.
Collapse
Affiliation(s)
- Charles Swanton
- The Francis Crick Institute, London, UK; Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.
| | - Elsa Bernard
- The Francis Crick Institute, London, UK; INSERM U981, Gustave Roussy, Villejuif, France
| | | | - Fabrice André
- INSERM U981, Gustave Roussy, Villejuif, France; Department of Medical Oncology, Gustave Roussy, Villejuif, France; Paris Saclay University, Kremlin-Bicetre, France
| | - Johan Auwerx
- Laboratory of Integrative Systems Physiology, Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland
| | - Allan Balmain
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA
| | | | - René Bernards
- Division of Molecular Carcinogenesis, Oncode Institute, the Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Susan Bullman
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - James DeGregori
- Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | | | - Ayelet Erez
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Gerard Evan
- The Francis Crick Institute, London, UK; Kings College London, London, UK
| | - Mark A Febbraio
- Drug Discovery Biology, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, VIC, Australia
| | - Andrés Hidalgo
- Department of Immunobiology, Yale University, New Haven, CT 06519, USA; Area of Cardiovascular Regeneration, Centro Nacional de Investigaciones Cardiovasculares, 28029 Madrid, Spain
| | - Mariam Jamal-Hanjani
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
| | - Johanna A Joyce
- Department of Oncology, Ludwig Institute for Cancer Research, University of Lausanne, Lausanne, Switzerland
| | | | - Katja Lamia
- Department of Molecular Medicine, Scripps Research Institute, La Jolla, CA, USA
| | - Jason W Locasale
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA; Department of Molecular and Structural Biochemistry, North Carolina State University, Raleigh, NC, USA
| | - Sherene Loi
- Division of Cancer Research, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia; The Sir Department of Medical Oncology, The University of Melbourne, Parkville, VIC, Australia
| | | | - Miriam Merad
- Department of immunology and immunotherapy, Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Kathryn Musgrave
- Translational and Clinical Research Institute, Newcastle University, Newcastle, UK; Department of Haematology, The Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Ketan J Patel
- MRC Weatherall Institute of Molecular Medicine, University of Oxford, John Radcliffe Hospital, Oxford, UK
| | - Sergio Quezada
- Cancer Immunology Unit, Research Department of Haematology, University College London Cancer Institute, London, UK
| | - Jennifer A Wargo
- Department of Surgical Oncology, Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ashani Weeraratna
- Sidney Kimmel Cancer Center, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Eileen White
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA; Ludwig Princeton Branch, Ludwig Institute for Cancer Research, Princeton, NJ, USA
| | - Frank Winkler
- Neurology Clinic and National Center for Tumor Diseases, University Hospital Heidelberg, Heidelberg, Germany; Clinical Cooperation Unit Neuro-oncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - John N Wood
- Molecular Nociception Group, WIBR, University College London, London, UK
| | | | - Douglas Hanahan
- Lausanne Branch, Ludwig Institute for Cancer Research, Lausanne, Switzerland; Swiss institute for Experimental Cancer Research (ISREC), EPFL, Lausanne, Switzerland; Agora Translational Cancer Research Center, Lausanne, Switzerland.
| |
Collapse
|
15
|
Lin X, Gupta D, Vaitsiankova A, Bhandari SK, Leung KSK, Menolfi D, Lee BJ, Russell HR, Gershik S, Gu W, McKinnon PJ, Dantzer F, Rothenberg E, Tomkinson AE, Zha S. Inactive Parp2 causes Tp53-dependent lethal anemia by blocking replication-associated nick ligation in erythroblasts. bioRxiv 2024:2024.03.12.584665. [PMID: 38559022 PMCID: PMC10980059 DOI: 10.1101/2024.03.12.584665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
PARP1&2 enzymatic inhibitors (PARPi) are promising cancer treatments. But recently, their use has been hindered by unexplained severe anemia and treatment-related leukemia. In addition to enzymatic inhibition, PARPi also trap PARP1&2 at DNA lesions. Here, we report that unlike Parp2 -/- mice, which develop normally, mice expressing catalytically-inactive Parp2 (E534A, Parp2 EA/EA ) succumb to Tp53- and Chk2 -dependent erythropoietic failure in utero , mirroring Lig1 -/- mice. While DNA damage mainly activates PARP1, we demonstrate that DNA replication activates PARP2 robustly. PARP2 is selectively recruited and activated by 5'-phosphorylated nicks (5'p-nicks) between Okazaki fragments, typically resolved by Lig1. Inactive PARP2, but not its active form or absence, impedes Lig1- and Lig3-mediated ligation, causing dose-dependent replication fork collapse, particularly harmful to erythroblasts with ultra-fast forks. This PARylation-dependent structural function of PARP2 at 5'p-nicks explains the detrimental effects of PARP2 inhibition on erythropoiesis, revealing the mechanism behind the PARPi-induced anemia and leukemia, especially those with TP53/CHK2 loss. Significance This work shows that the hematological toxicities associated with PARP inhibitors stem not from impaired PARP1 or PARP2 enzymatic activity but rather from the presence of inactive PARP2 protein. Mechanistically, these toxicities reflect a unique role of PARP2 at 5'-phosphorylated DNA nicks during DNA replication in erythroblasts.
Collapse
|
16
|
Garcia-Medina JS, Sienkiewicz K, Narayanan SA, Overbey EG, Grigorev K, Ryon KA, Burke M, Proszynski J, Tierney B, Schmidt CM, Mencia-Trinchant N, Klotz R, Ortiz V, Foox J, Chin C, Najjar D, Matei I, Chan I, Cruchaga C, Kleinman A, Kim J, Lucaci A, Loy C, Mzava O, De Vlaminck I, Singaraju A, Taylor LE, Schmidt JC, Schmidt MA, Blease K, Moreno J, Boddicker A, Zhao J, Lajoie B, Altomare A, Kruglyak S, Levy S, Yu M, Hassane DC, Bailey SM, Bolton K, Mateus J, Mason CE. Genome and clonal hematopoiesis stability contrasts with immune, cfDNA, mitochondrial, and telomere length changes during short duration spaceflight. Precis Clin Med 2024; 7:pbae007. [PMID: 38634106 PMCID: PMC11022651 DOI: 10.1093/pcmedi/pbae007] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 03/24/2024] [Indexed: 04/19/2024] Open
Abstract
Background The Inspiration4 (I4) mission, the first all-civilian orbital flight mission, investigated the physiological effects of short-duration spaceflight through a multi-omic approach. Despite advances, there remains much to learn about human adaptation to spaceflight's unique challenges, including microgravity, immune system perturbations, and radiation exposure. Methods To provide a detailed genetics analysis of the mission, we collected dried blood spots pre-, during, and post-flight for DNA extraction. Telomere length was measured by quantitative PCR, while whole genome and cfDNA sequencing provided insight into genomic stability and immune adaptations. A robust bioinformatic pipeline was used for data analysis, including variant calling to assess mutational burden. Result Telomere elongation occurred during spaceflight and shortened after return to Earth. Cell-free DNA analysis revealed increased immune cell signatures post-flight. No significant clonal hematopoiesis of indeterminate potential (CHIP) or whole-genome instability was observed. The long-term gene expression changes across immune cells suggested cellular adaptations to the space environment persisting months post-flight. Conclusion Our findings provide valuable insights into the physiological consequences of short-duration spaceflight, with telomere dynamics and immune cell gene expression adapting to spaceflight and persisting after return to Earth. CHIP sequencing data will serve as a reference point for studying the early development of CHIP in astronauts, an understudied phenomenon as previous studies have focused on career astronauts. This study will serve as a reference point for future commercial and non-commercial spaceflight, low Earth orbit (LEO) missions, and deep-space exploration.
Collapse
Affiliation(s)
- J Sebastian Garcia-Medina
- Department of Physiology and Biophysics, Weill Cornell Medicine, Cornell University, New York, NY 10021, USA
- The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY 10021, USA
| | - Karolina Sienkiewicz
- Department of Physiology and Biophysics, Weill Cornell Medicine, Cornell University, New York, NY 10021, USA
- The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY 10021, USA
| | - S Anand Narayanan
- Department of Nutrition and Integrative Physiology, Florida State University, Tallahassee, FL 32306, USA
| | - Eliah G Overbey
- Department of Physiology and Biophysics, Weill Cornell Medicine, Cornell University, New York, NY 10021, USA
- The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY 10021, USA
- BioAstra Inc, New York, NY, USA
| | - Kirill Grigorev
- Department of Physiology and Biophysics, Weill Cornell Medicine, Cornell University, New York, NY 10021, USA
- The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY 10021, USA
| | - Krista A Ryon
- Department of Physiology and Biophysics, Weill Cornell Medicine, Cornell University, New York, NY 10021, USA
| | - Marissa Burke
- Department of Physiology and Biophysics, Weill Cornell Medicine, Cornell University, New York, NY 10021, USA
| | - Jacqueline Proszynski
- Department of Physiology and Biophysics, Weill Cornell Medicine, Cornell University, New York, NY 10021, USA
| | - Braden Tierney
- Department of Physiology and Biophysics, Weill Cornell Medicine, Cornell University, New York, NY 10021, USA
- The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY 10021, USA
| | - Caleb M Schmidt
- Sovaris Aerospace, Boulder, CO 80302, USA
- Advanced Pattern Analysis & Human Performance Group, Boulder, CO 80302, USA
- Department of Systems Engineering, Colorado State University, Fort Collins, CO 80523, USA
| | - Nuria Mencia-Trinchant
- Department of Physiology and Biophysics, Weill Cornell Medicine, Cornell University, New York, NY 10021, USA
| | - Remi Klotz
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Veronica Ortiz
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Jonathan Foox
- Department of Physiology and Biophysics, Weill Cornell Medicine, Cornell University, New York, NY 10021, USA
- The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY 10021, USA
| | - Christopher Chin
- Department of Physiology and Biophysics, Weill Cornell Medicine, Cornell University, New York, NY 10021, USA
- The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY 10021, USA
- BioAstra Inc, New York, NY, USA
- The Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, NY 10021, USA
- WorldQuant Initiative for Quantitative Prediction, Weill Cornell Medicine, New York, NY 10021, USA
| | - Deena Najjar
- Department of Physiology and Biophysics, Weill Cornell Medicine, Cornell University, New York, NY 10021, USA
| | - Irina Matei
- Children's Cancer and Blood Foundation Laboratories, Departments of Pediatrics and Cell and Developmental Biology, Drukier Institute for Children's Health, Meyer Cancer Center, Weill Cornell Medicine, New York, NY 10021, USA
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY 10065, USA
| | - Irenaeus Chan
- Washington University St. Louis Oncology Division, St. Louis, MO 63100, USA
| | - Carlos Cruchaga
- Washington University St. Louis Oncology Division, St. Louis, MO 63100, USA
| | - Ashley Kleinman
- Department of Physiology and Biophysics, Weill Cornell Medicine, Cornell University, New York, NY 10021, USA
| | - JangKeun Kim
- Department of Physiology and Biophysics, Weill Cornell Medicine, Cornell University, New York, NY 10021, USA
- The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY 10021, USA
| | - Alexander Lucaci
- Department of Physiology and Biophysics, Weill Cornell Medicine, Cornell University, New York, NY 10021, USA
| | - Conor Loy
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY 14853, USA
| | - Omary Mzava
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY 14853, USA
| | - Iwijn De Vlaminck
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY 14853, USA
| | - Anvita Singaraju
- Department of Immunology, Weill Cornell Medicine, Cornell University, New York, NY 10021, USA
| | - Lynn E Taylor
- Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, CO 80523, USA
| | - Julian C Schmidt
- Sovaris Aerospace, Boulder, CO 80302, USA
- Advanced Pattern Analysis & Human Performance Group, Boulder, CO 80302, USA
| | - Michael A Schmidt
- Sovaris Aerospace, Boulder, CO 80302, USA
- Advanced Pattern Analysis & Human Performance Group, Boulder, CO 80302, USA
| | | | - Juan Moreno
- Element Biosciences, San Diego, CA 10055, USA
| | | | - Junhua Zhao
- Element Biosciences, San Diego, CA 10055, USA
| | | | | | | | - Shawn Levy
- Element Biosciences, San Diego, CA 10055, USA
| | - Min Yu
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Duane C Hassane
- Department of Physiology and Biophysics, Weill Cornell Medicine, Cornell University, New York, NY 10021, USA
| | - Susan M Bailey
- Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, CO 80523, USA
- Cell and Molecular Biology Program, Colorado State University, Fort Collins, CO 80523, USA
| | - Kelly Bolton
- Washington University St. Louis Oncology Division, St. Louis, MO 63100, USA
| | - Jaime Mateus
- Space Exploration Technologies Corporation, Hawthorne, CA 90250, USA
| | - Christopher E Mason
- Department of Physiology and Biophysics, Weill Cornell Medicine, Cornell University, New York, NY 10021, USA
- The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY 10021, USA
- BioAstra Inc, New York, NY, USA
- The Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, NY 10021, USA
- WorldQuant Initiative for Quantitative Prediction, Weill Cornell Medicine, New York, NY 10021, USA
| |
Collapse
|
17
|
Kapadia CD, Rosas G, Thakkar SG, Wu M, Torrano V, Wang T, Grilley BJ, Heslop HE, Ramos CA, Goodell MA, Lulla PD. Incipient clonal hematopoiesis is accelerated following CD30.CAR-T therapy. Cytotherapy 2024; 26:261-265. [PMID: 38149948 PMCID: PMC10922117 DOI: 10.1016/j.jcyt.2023.11.013] [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: 09/06/2023] [Revised: 11/13/2023] [Accepted: 11/27/2023] [Indexed: 12/28/2023]
Abstract
Chimeric antigen receptor (CAR) T-cells are an emerging therapy for refractory lymphomas. Clonal hematopoiesis (CH), the preferential outgrowth of mutated bone marrow progenitors, is enriched in lymphoma patients receiving CAR-T cells. CAR-T therapy requires conditioning chemotherapy and often induces systemic inflammatory reactions, both of which have been shown to promote expansion of CH clones. Thus, we hypothesized that pre-existing CH clones could expand during CAR-T cell treatment. We measured CH at 154 timepoints longitudinally sampled from 26 patients receiving CD30.CAR-T therapy for CD30+ lymphomas on an investigational protocol (NCT02917083). Pre-treatment CH was present in 54% of individuals and did not correlate with survival outcomes or inflammatory toxicities. Longitudinal tracking of single clones in individual patients revealed distinct clone growth dynamics. Initially small clones, defined as VAF <1%, expanded following CAR-T administration, compared with relatively muted expansions of larger clones (3.37-fold vs. 1.20-fold, P = 0.0014). Matched clones were present at low magnitude in the infused CD30.CAR-T product for all CH cases but did not affect the product's immunophenotype or transduction efficiency. As cellular immunotherapies expand to become frontline treatments for hematological malignancies, our data indicates CAR-T recipients could be enriched for CH, and further longitudinal studies centered on CH complications in this population are warranted.
Collapse
Affiliation(s)
- Chiraag D Kapadia
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston Methodist Hospital and Texas Children's Hospital, Houston, Texas, USA; Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, USA.
| | - Gerardo Rosas
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston Methodist Hospital and Texas Children's Hospital, Houston, Texas, USA; Department of Medicine, Baylor College of Medicine, Houston, Texas, USA; Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas, USA
| | - Sachin G Thakkar
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston Methodist Hospital and Texas Children's Hospital, Houston, Texas, USA
| | - Mengfen Wu
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston Methodist Hospital and Texas Children's Hospital, Houston, Texas, USA; Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas, USA
| | - Virginia Torrano
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston Methodist Hospital and Texas Children's Hospital, Houston, Texas, USA
| | - Tao Wang
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston Methodist Hospital and Texas Children's Hospital, Houston, Texas, USA; Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas, USA
| | - Bambi J Grilley
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston Methodist Hospital and Texas Children's Hospital, Houston, Texas, USA; Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas, USA; Department of Pediatrics, Baylor College of Medicine, Houston, Texas, USA
| | - Helen E Heslop
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston Methodist Hospital and Texas Children's Hospital, Houston, Texas, USA; Department of Medicine, Baylor College of Medicine, Houston, Texas, USA; Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas, USA; Department of Pediatrics, Baylor College of Medicine, Houston, Texas, USA
| | - Carlos A Ramos
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston Methodist Hospital and Texas Children's Hospital, Houston, Texas, USA; Department of Medicine, Baylor College of Medicine, Houston, Texas, USA; Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas, USA
| | - Margaret A Goodell
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston Methodist Hospital and Texas Children's Hospital, Houston, Texas, USA; Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, USA; Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas, USA
| | - Premal D Lulla
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston Methodist Hospital and Texas Children's Hospital, Houston, Texas, USA; Department of Medicine, Baylor College of Medicine, Houston, Texas, USA; Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas, USA
| |
Collapse
|
18
|
Chien KS, Ong F, Kim K, Li Z, Kanagal‐Shamanna R, DiNardo CD, Takahashi K, Montalban‐Bravo G, Hammond D, Sasaki K, Pierce SA, Kantarjian HM, Garcia‐Manero G. Cancer patients with clonal hematopoiesis die from primary malignancy or comorbidities despite higher rates of transformation to myeloid neoplasms. Cancer Med 2024; 13:e7093. [PMID: 38497538 PMCID: PMC10945882 DOI: 10.1002/cam4.7093] [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: 07/28/2023] [Revised: 01/25/2024] [Accepted: 02/28/2024] [Indexed: 03/19/2024] Open
Abstract
BACKGROUND The occurrence of somatic mutations in patients with no evidence of hematological disorders is called clonal hematopoiesis (CH). CH, whose subtypes include CH of indeterminate potential and clonal cytopenia of undetermined significance, has been associated with both hematologic cancers and systemic comorbidities. However, CH's effect on patients, especially those with concomitant malignancies, is not fully understood. METHODS We performed a retrospective evaluation of all patients with CH at a tertiary cancer center. Patient characteristics, mutational data, and outcomes were collected and analyzed. RESULTS Of 78 individuals included, 59 (76%) had a history of cancer and 60 (77%) had moderate to severe comorbidity burdens. DNMT3A, TET2, TP53, and ASXL1 were the most common mutations. For the entire cohort, the 2-year overall survival rate was 79% (95% CI: 70, 90), while the median survival was not reached. Of 20 observed deaths, most were related to primary malignancies (n = 7, 35%), comorbidities (n = 4, 20%), or myeloid neoplasms (n = 4, 20%). Twelve patients (15%) experienced transformation to a myeloid neoplasm. According to the clonal hematopoiesis risk score, the 3-year transformation rate was 0% in low-risk, 15% in intermediate-risk (p = 0.098), and 28% in high-risk (p = 0.05) patients. By multivariate analysis, transformation was associated with variant allele frequency ≥0.2 and hemoglobin <10 g/dL. CONCLUSIONS In a population including mostly cancer patients, CH was associated with comorbidities and myeloid transformation in patients with higher mutational burdens and anemia. Nevertheless, such patients were less likely to die of their myeloid neoplasm than of primary malignancy or comorbidities.
Collapse
Affiliation(s)
- Kelly S. Chien
- Department of LeukemiaThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Faustine Ong
- Department of LeukemiaThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Kunhwa Kim
- Department of LeukemiaThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Ziyi Li
- Department of BiostatisticsThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Rashmi Kanagal‐Shamanna
- Department of HematopathologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Courtney D. DiNardo
- Department of LeukemiaThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Koichi Takahashi
- Department of LeukemiaThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | | | - Danielle Hammond
- Department of LeukemiaThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Koji Sasaki
- Department of LeukemiaThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Sherry A. Pierce
- Department of LeukemiaThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Hagop M. Kantarjian
- Department of LeukemiaThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | | |
Collapse
|
19
|
Williams LS, Williams KM, Gillis N, Bolton K, Damm F, Deuitch NT, Farhadfar N, Gergis U, Keel SB, Michelis FV, Panch SR, Porter CC, Sucheston-Campbell L, Tamari R, Stefanski HE, Godley LA, Lai C. Donor-Derived Malignancy and Transplantation Morbidity: Risks of Patient and Donor Genetics in Allogeneic Hematopoietic Stem Cell Transplantation. Transplant Cell Ther 2024; 30:255-267. [PMID: 37913908 PMCID: PMC10947964 DOI: 10.1016/j.jtct.2023.10.018] [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: 09/12/2023] [Revised: 10/18/2023] [Accepted: 10/26/2023] [Indexed: 11/03/2023]
Abstract
Allogeneic hematopoietic stem cell transplantation (allo-HSCT) remains a key treatment option for hematologic malignancies (HMs), although it carries significant risks. Up to 30% of patients relapse after allo-HSCT, of which up to 2% to 5% are donor-derived malignancies (DDMs). DDMs can arise from a germline genetic predisposition allele or clonal hematopoiesis (CH) in the donor. Increasingly, genetic testing reveals that patient and donor genetic factors contribute to the development of DDM and other allo-HSCT complications. Deleterious germline variants in CEBPA, DDX41, GATA2, and RUNX1 predispose to inferior allo-HSCT outcomes. DDM has been linked to donor-acquired somatic CH variants in DNMT3A, ASXL1, JAK2, and IDH2, often with additional new variants. We do not yet have evidence to standardize donor genetic sequencing prior to allo-HSCT. The presence of hereditary HM disorders should be considered in patients with myeloid malignancies and their related donors, and screening of unrelated donors should include family and personal history of cytopenia and HMs. Excellent multidisciplinary care is critical to ensure efficient timelines for screening and necessary discussions among medical oncologists, genetic counselors, recipients, and potential donors. After allo-HSCT, HM relapse monitoring with genetic testing effectively results in genetic sequencing of the donor, as the transplanted hematopoietic system is donor-derived, which presents ethical challenges for disclosure to patients and donors. We encourage consideration of the recent National Marrow Donor Program policy that allows donors to opt-in for notification about detection of their genetic variants after allo-HSCT, with appropriate genetic counseling when feasible. We look forward to prospective investigation of the impact of germline and acquired somatic genetic variants on hematopoietic stem cell mobilization/engraftment, graft-versus-host disease, and DDM to facilitate improved outcomes through knowledge of genetic risk.
Collapse
Affiliation(s)
- Lacey S Williams
- Lombardi Clinical Cancer Center, Georgetown University, Washington, District of Columbia.
| | - Kirsten M Williams
- Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Emory University, Atlanta, Georgia
| | - Nancy Gillis
- Department of Cancer Epidemiology and Department of Malignant Hematology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Kelly Bolton
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, Missouri
| | - Frederik Damm
- Hematology, Oncology, and Cancer Immunology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Natalie T Deuitch
- National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland
| | - Nosha Farhadfar
- Division of Hematology/Oncology, University of Florida College of Medicine, Gainesville, Florida
| | - Usama Gergis
- Department of Medical Oncology, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Siobán B Keel
- Fred Hutchinson Cancer Center, Seattle, Washington; Department of Medicine, University of Washington, Seattle, Washington
| | | | - Sandhya R Panch
- Fred Hutchinson Cancer Center, Seattle, Washington; Department of Medicine, University of Washington, Seattle, Washington
| | - Christopher C Porter
- Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Emory University, Atlanta, Georgia
| | | | - Roni Tamari
- Memorial Sloan Kettering, New York, New York
| | - Heather E Stefanski
- Center for International Blood and Marrow Transplant Research, National Marrow Donor Program/Be The Match, Minneapolis, Minnesota
| | - Lucy A Godley
- Division of Hematology/Oncology and the Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, Illinois
| | - Catherine Lai
- Perelman Center for Advanced Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| |
Collapse
|
20
|
Stonestrom AJ, Menghrajani KN, Devlin SM, Franch-Expósito S, Ptashkin RN, Patel SY, Spitzer B, Wu X, Jee J, Sánchez Vela P, Milbank JH, Shah RH, Mohanty AS, Brannon AR, Xiao W, Berger MF, Mantha S, Levine RL. High-risk and silent clonal hematopoietic genotypes in patients with nonhematologic cancer. Blood Adv 2024; 8:846-856. [PMID: 38147626 PMCID: PMC10875331 DOI: 10.1182/bloodadvances.2023011262] [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: 07/19/2023] [Revised: 11/15/2023] [Accepted: 11/20/2023] [Indexed: 12/28/2023] Open
Abstract
ABSTRACT Clonal hematopoiesis (CH) identified by somatic gene variants with variant allele fraction (VAF) ≥ 2% is associated with an increased risk of hematologic malignancy. However, CH defined by a broader set of genotypes and lower VAFs is ubiquitous in older individuals. To improve our understanding of the relationship between CH genotype and risk of hematologic malignancy, we analyzed data from 42 714 patients who underwent blood sequencing as a normal comparator for nonhematologic tumor testing using a large cancer-related gene panel. We cataloged hematologic malignancies in this cohort using natural language processing and manual curation of medical records. We found that some CH genotypes including JAK2, RUNX1, and XPO1 variants were associated with high hematologic malignancy risk. Chronic disease was predicted better than acute disease suggesting the influence of length bias. To better understand the implications of hematopoietic clonality independent of mutational function, we evaluated a set of silent synonymous and noncoding mutations. We found that silent CH, particularly when multiple variants were present or VAF was high, was associated with increased risk of hematologic malignancy. We tracked expansion of CH mutations in 26 hematologic malignancies sequenced with the same platform. JAK2 and TP53 VAF consistently expanded at disease onset, whereas DNMT3A and silent CH VAFs mostly decreased. These data inform the clinical and biological interpretation of CH in the context of nonhematologic cancer.
Collapse
Affiliation(s)
- Aaron J. Stonestrom
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Kamal N. Menghrajani
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Sean M. Devlin
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Sebastià Franch-Expósito
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Ryan N. Ptashkin
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Barbara Spitzer
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Xiaodi Wu
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Justin Jee
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Pablo Sánchez Vela
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Jennifer H. Milbank
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Ronak H. Shah
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Abhinita S. Mohanty
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - A. Rose Brannon
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Wenbin Xiao
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Michael F. Berger
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Simon Mantha
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Ross L. Levine
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY
| |
Collapse
|
21
|
Dasari S, McCarthy MR, Wojcik AA, Pitel BA, Samaddar A, Tekin B, Whaley RD, Raghunathan A, Hernandez LH, Jimenez RE, Stish BJ, Thompson RH, Leibovich BC, Boorjian SA, Jeffrey Karnes R, Childs DS, Quevedo JF, Kwon ED, Pagliaro LC, Costello BA, Halling KC, Cheville JC, Kipp BR, Gupta S. Genomic attributes of prostate cancer across primary and metastatic noncastrate and castrate resistant disease states: a next generation sequencing study of 183 patients. Prostate Cancer Prostatic Dis 2024:10.1038/s41391-024-00814-2. [PMID: 38413763 DOI: 10.1038/s41391-024-00814-2] [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: 12/01/2023] [Revised: 02/12/2024] [Accepted: 02/16/2024] [Indexed: 02/29/2024]
Abstract
Primary prostatic adenocarcinoma (pPC) undergoes genomic evolution secondary to therapy-related selection pressures as it transitions to metastatic noncastrate (mNC-PC) and castrate resistant (mCR-PC) disease. Next generation sequencing results were evaluated for pPC (n = 97), locally advanced disease (involving urinary bladder/rectum, n = 12), mNC-PC (n = 21), and mCR-PC (n = 54). We identified enrichment of TP53 alterations in high-grade pPC, TP53/RB1 alterations in HGNE disease, and AR alterations in metastatic and castrate resistant disease. Actionable alterations (MSI-H phenotype and HRR genes) were identified in approximately a fifth of all cases. These results help elucidate the landscape of genomic alterations across the clinical spectrum of prostate cancer.
Collapse
Affiliation(s)
- Surendra Dasari
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Michael R McCarthy
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Antonina A Wojcik
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Beth A Pitel
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Arpan Samaddar
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Burak Tekin
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Rumeal D Whaley
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Aditya Raghunathan
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | | | - Rafael E Jimenez
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Brad J Stish
- Department of Radiation Oncology, Mayo Clinic, Rochester, MN, USA
| | | | | | | | | | - Daniel S Childs
- Department of Medical Oncology, Mayo Clinic, Rochester, MN, USA
| | | | - Eugene D Kwon
- Department of Medical Oncology, Mayo Clinic, Rochester, MN, USA
| | | | | | - Kevin C Halling
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - John C Cheville
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Benjamin R Kipp
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Sounak Gupta
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
| |
Collapse
|
22
|
Bhattacharya R, Uddin MM, Patel AP, Niroula A, Finneran P, Bernardo R, Fitch KV, Lu MT, Bloomfield GS, Malvestutto C, Aberg JA, Fichtenbaum CJ, Hornsby W, Ribaudo HJ, Libby P, Ebert BL, Zanni MV, Douglas PS, Grinspoon SK, Natarajan P. Risk factors for clonal hematopoiesis of indeterminate potential in people with HIV: a report from the REPRIEVE trial. Blood Adv 2024; 8:959-967. [PMID: 38197863 PMCID: PMC10877123 DOI: 10.1182/bloodadvances.2023011324] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 11/21/2023] [Accepted: 12/28/2023] [Indexed: 01/11/2024] Open
Abstract
ABSTRACT Clonal hematopoiesis of indeterminate potential (CHIP), the clonal expansion of myeloid cells with leukemogenic mutations, results in increased coronary artery disease (CAD) risk. CHIP is more prevalent among people with HIV (PWH), but the risk factors are unknown. CHIP was identified among PWH in REPRIEVE (Randomized Trial to Prevent Vascular Events in HIV) using whole-exome sequencing. Logistic regression was used to associate sociodemographic factors and HIV-specific factors with CHIP adjusting for age, sex, and smoking status. In the studied global cohort of 4486 PWH, mean age was 49.9 (standard deviation [SD], 6.4) years; 1650 (36.8%) were female; and 3418 (76.2%) were non-White. CHIP was identified in 223 of 4486 (4.97%) and in 38 of 373 (10.2%) among those aged ≥60 years. Age (odds ratio [OR], 1.07; 95% confidence interval [CI], 1.05-1.09; P < .0001) and smoking (OR, 1.37; 95% CI, 1.14-1.66; P < .001) associated with increased odds of CHIP. Globally, participants outside of North America had lower odds of CHIP including sub-Saharan Africa (OR, 0.57; 95% CI, 0.4-0.81; P = .0019), South Asia (OR, 0.45; 95% CI, 0.23-0.80; P = .01), and Latin America/Caribbean (OR, 0.56; 95% CI, 0.34-0.87; P = .014). Hispanic/Latino ethnicity (OR, 0.38; 95% CI, 0.23-0.54; P = .002) associated with significantly lower odds of CHIP. Among HIV-specific factors, CD4 nadir <50 cells/mm3 associated with a 1.9-fold (95%CI, 1.21-3.05; P = .006) increased odds of CHIP, with the effect being significantly stronger among individuals with short duration of antiretroviral therapy (ART; OR, 4.15; 95% CI, 1.51-11.1; P = .005) (Pinteraction= .0492). Among PWH at low-to-moderate CAD risk on stable ART, smoking, CD4 nadir, North American origin, and non-Hispanic ethnicity associated with increased odds of CHIP. This trial was registered at www.ClinicalTrials.gov as NCT02344290.
Collapse
Affiliation(s)
- Romit Bhattacharya
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA
- Department of Medicine, Harvard Medical School, Boston, MA
- Department of Medicine, Center for Genomic Medicine and Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA
| | - Md Mesbah Uddin
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA
| | - Aniruddh P. Patel
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA
- Department of Medicine, Harvard Medical School, Boston, MA
- Department of Medicine, Center for Genomic Medicine and Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA
| | - Abhishek Niroula
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA
- Department of Laboratory Medicine, Lund University, Lund, Sweden
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Phoebe Finneran
- Department of Medicine, Center for Genomic Medicine and Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA
| | - Rachel Bernardo
- Department of Medicine, Center for Genomic Medicine and Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA
| | - Kathleen V. Fitch
- Department of Medicine, Harvard Medical School, Boston, MA
- Metabolism Unit, Massachusetts General Hospital, Boston, MA
| | - Michael T. Lu
- Cardiovascular Imaging Research Center and Department of Radiology, Massachusetts General Hospital, Boston, MA
| | - Gerald S. Bloomfield
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC
| | | | - Judy A. Aberg
- Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, NY
| | | | - Whitney Hornsby
- Department of Medicine, Center for Genomic Medicine and Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA
| | - Heather J. Ribaudo
- Department of Biostatistics, Center for Biostatistics in AIDS Research, Harvard TH Chan School of Public Health, Boston, MA
| | - Peter Libby
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Benjamin L. Ebert
- Department of Medicine, Harvard Medical School, Boston, MA
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Howard Hughes Medical Institute, Boston, MA
| | - Markella V. Zanni
- Department of Medicine, Harvard Medical School, Boston, MA
- Metabolism Unit, Massachusetts General Hospital, Boston, MA
| | - Pamela S. Douglas
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC
| | - Steven K. Grinspoon
- Department of Medicine, Harvard Medical School, Boston, MA
- Metabolism Unit, Massachusetts General Hospital, Boston, MA
| | - Pradeep Natarajan
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA
- Department of Medicine, Harvard Medical School, Boston, MA
- Department of Medicine, Center for Genomic Medicine and Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA
| |
Collapse
|
23
|
Vasseur D, Arbab A, Giudici F, Marzac C, Michiels S, Tagliamento M, Bayle A, Smolenschi C, Sakkal M, Aldea M, Sassi H, Dall'Olio FG, Pata-Merci N, Cotteret S, Fiévet A, Auger N, Friboulet L, Facchinetti F, Géraud A, Ponce S, Hollebecque A, Besse B, Micol JB, Italiano A, Lacroix L, Rouleau E. Genomic landscape of liquid biopsy mutations in TP53 and DNA damage genes in cancer patients. NPJ Precis Oncol 2024; 8:51. [PMID: 38409229 PMCID: PMC10897416 DOI: 10.1038/s41698-024-00544-7] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Accepted: 02/15/2024] [Indexed: 02/28/2024] Open
Abstract
Next-generation sequencing (NGS) assays based on plasma cell-free DNA (cfDNA) are increasingly used for clinical trials inclusion. Their optimized limit of detection applied to a large number of genes leads to the identification of mutations not confirmed in tissue. It becomes essential to describe the characteristics and consequences of these liquid biopsy-only mutations. In the STING protocol (Gustave Roussy, NCT04932525), 542 patients with advanced solid cancer had cfDNA-based and tissue-based NGS analysis (performed by FoundationOne® Liquid CDx and FoundationOne CDx™, respectively). Mutations identified in the liquid biopsy but not in the paired tissue were considered as liquid biopsy-only mutations irrespective of their variant allelic frequency (VAF). Out of 542 patients, 281 (51.8%) harbored at least one liquid biopsy-only mutation. These patients were significantly older, and more heavily pretreated. Liquid biopsy-only mutations occurring in TP53, and in DDR genes (ATM, CHEK2, ATR, BRCA2, and BRCA1) accounted for 90.8% of all the mutations. The median VAF of these mutations was generally low (0.37% and 0.40% for TP53 and DDR genes respectively). The variant type repartition depended on the gene. Liquid biopsy-only mutations affected hotspot in TP53 codon 273, 125, 195, 176, 237 or 280 and ATM codon 2891 and 3008. In a subset of 37 patients, 75.0%, 53.5% and 83.3% of the liquid biopsy-only mutations occurring respectively in ATM, TP53, and CHEK2 were confirmed in the matching whole blood sample. Although liquid biopsy-only mutations makes the interpretation of liquid biopsy results more complex, they have distinct characteristics making them more easily identifiable.
Collapse
Affiliation(s)
- Damien Vasseur
- Medical Biology and Pathology Department, F-94805, Gustave Roussy, Villejuif, France.
- AMMICa UAR3655/US23, F-94805, Gustave Roussy, Villejuif, France.
| | - Ahmadreza Arbab
- Medical Biology and Pathology Department, F-94805, Gustave Roussy, Villejuif, France
| | - Fabiola Giudici
- Oncostat U1018, Inserm, Université Paris-Saclay, Équipe Labellisée Ligue Contre le Cancer, Villejuif, France
| | - Christophe Marzac
- Medical Biology and Pathology Department, F-94805, Gustave Roussy, Villejuif, France
| | - Stefan Michiels
- Oncostat U1018, Inserm, Université Paris-Saclay, Équipe Labellisée Ligue Contre le Cancer, Villejuif, France
- Bureau de Biostatistique et d'Épidémiologie, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | | | - Arnaud Bayle
- Oncostat U1018, Inserm, Université Paris-Saclay, Équipe Labellisée Ligue Contre le Cancer, Villejuif, France
- Drug Development Department (DITEP), Gustave Roussy, Villejuif, France
| | - Cristina Smolenschi
- Cancer Medicine, Gustave Roussy, Villejuif, France
- Drug Development Department (DITEP), Gustave Roussy, Villejuif, France
| | - Madona Sakkal
- Cancer Medicine, Gustave Roussy, Villejuif, France
- Drug Development Department (DITEP), Gustave Roussy, Villejuif, France
| | | | - Hela Sassi
- Medical Biology and Pathology Department, F-94805, Gustave Roussy, Villejuif, France
| | | | | | - Sophie Cotteret
- Medical Biology and Pathology Department, F-94805, Gustave Roussy, Villejuif, France
| | - Alice Fiévet
- Medical Biology and Pathology Department, F-94805, Gustave Roussy, Villejuif, France
| | - Nathalie Auger
- Medical Biology and Pathology Department, F-94805, Gustave Roussy, Villejuif, France
| | - Luc Friboulet
- Université Paris-Saclay, Institut Gustave Roussy, Inserm, Biomarqueurs prédictifs et nouvelles stratégies thérapeutiques en oncologie, Villejuif, France
| | - Francesco Facchinetti
- Université Paris-Saclay, Institut Gustave Roussy, Inserm, Biomarqueurs prédictifs et nouvelles stratégies thérapeutiques en oncologie, Villejuif, France
| | - Arthur Géraud
- Drug Development Department (DITEP), Gustave Roussy, Villejuif, France
| | - Santiago Ponce
- Drug Development Department (DITEP), Gustave Roussy, Villejuif, France
| | | | - Benjamin Besse
- Cancer Medicine, Gustave Roussy, Villejuif, France
- Université Paris-Saclay, Institut Gustave Roussy, Inserm, Biomarqueurs prédictifs et nouvelles stratégies thérapeutiques en oncologie, Villejuif, France
| | | | - Antoine Italiano
- Drug Development Department (DITEP), Gustave Roussy, Villejuif, France
| | - Ludovic Lacroix
- Medical Biology and Pathology Department, F-94805, Gustave Roussy, Villejuif, France
- AMMICa UAR3655/US23, F-94805, Gustave Roussy, Villejuif, France
| | - Etienne Rouleau
- Medical Biology and Pathology Department, F-94805, Gustave Roussy, Villejuif, France
- AMMICa UAR3655/US23, F-94805, Gustave Roussy, Villejuif, France
| |
Collapse
|
24
|
Wang K, Zhang W, Yi L, Zhao M, Li PY, Fu MH, Lin R, Zhu YM, Li JF, Yang WP, Fang H, Chen Z, Cai WW, Ren RB. The impact of age and number of mutations on the size of clonal hematopoiesis. Proc Natl Acad Sci U S A 2024; 121:e2319364121. [PMID: 38359296 PMCID: PMC10895265 DOI: 10.1073/pnas.2319364121] [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: 11/07/2023] [Accepted: 01/05/2024] [Indexed: 02/17/2024] Open
Abstract
Clonal hematopoiesis (CH) represents the clonal expansion of hematopoietic stem cells and their progeny driven by somatic mutations. Accurate risk assessment of CH is critical for disease prevention and clinical decision-making. The size of CH has been showed to associate with higher disease risk, yet, factors influencing the size of CH are unknown. In addition, the characteristics of CH in long-lived individuals are not well documented. Here, we report an in-depth analysis of CH in longevous (≥90 y old) and common (60~89 y old) elderly groups. Utilizing targeted deep sequencing, we found that the development of CH is closely related to age and the expression of aging biomarkers. The longevous elderly group exhibited a significantly higher incidence of CH and significantly higher frequency of TET2 and ASXL1 mutations, suggesting that certain CH could be beneficial to prolong life. Intriguingly, the size of CH neither correlates significantly to age, in the range of 60 to 110 y old, nor to the expression of aging biomarkers. Instead, we identified a strong correlation between large CH size and the number of mutations per individual. These findings provide a risk assessment biomarker for CH and also suggest that the evolution of the CH is influenced by factor(s) in addition to age.
Collapse
Affiliation(s)
- Kai Wang
- International Center for Aging and Cancer, Department of Hematology of The First Affiliated Hospital, Hainan Medical University, Haikou571199, China
| | - Wen Zhang
- Department of Biochemistry and Molecular Biology, Key Laboratory of Molecular Biology, School of Basic Medicine and Life Sciences, Hainan Medical University, Haikou571199, China
| | - Li Yi
- International Center for Aging and Cancer, Department of Hematology of The First Affiliated Hospital, Hainan Medical University, Haikou571199, China
| | - Ming Zhao
- International Center for Aging and Cancer, Department of Hematology of The First Affiliated Hospital, Hainan Medical University, Haikou571199, China
- Shanghai Institute of Hematology, State Key Laboratory for Medical Genomics, National Research Center for Translational Medicine, Ruijin Hospital affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai200025, China
| | - Peng-Yu Li
- International Center for Aging and Cancer, Department of Hematology of The First Affiliated Hospital, Hainan Medical University, Haikou571199, China
| | - Mei-Hong Fu
- International Center for Aging and Cancer, Department of Hematology of The First Affiliated Hospital, Hainan Medical University, Haikou571199, China
| | - Rong Lin
- Department of Biology, School of Basic Medicine and Life Sciences, Hainan Medical University, Haikou571199, China
- Center of Forensic Medicine of Hainan Medical University, Hainan Provincial Academician Workstation (tropical forensic medicine), Hainan Provincial Tropical Forensic Engineering Research Center, Haikou571199, China
| | - Yong-Mei Zhu
- Shanghai Institute of Hematology, State Key Laboratory for Medical Genomics, National Research Center for Translational Medicine, Ruijin Hospital affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai200025, China
| | - Jian-Feng Li
- Shanghai Institute of Hematology, State Key Laboratory for Medical Genomics, National Research Center for Translational Medicine, Ruijin Hospital affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai200025, China
| | - Wei-Ping Yang
- International Center for Aging and Cancer, Department of Hematology of The First Affiliated Hospital, Hainan Medical University, Haikou571199, China
| | - Hai Fang
- Shanghai Institute of Hematology, State Key Laboratory for Medical Genomics, National Research Center for Translational Medicine, Ruijin Hospital affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai200025, China
| | - Zhu Chen
- Shanghai Institute of Hematology, State Key Laboratory for Medical Genomics, National Research Center for Translational Medicine, Ruijin Hospital affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai200025, China
| | - Wang-Wei Cai
- Department of Biochemistry and Molecular Biology, Key Laboratory of Molecular Biology, School of Basic Medicine and Life Sciences, Hainan Medical University, Haikou571199, China
| | - Rui-Bao Ren
- International Center for Aging and Cancer, Department of Hematology of The First Affiliated Hospital, Hainan Medical University, Haikou571199, China
- Shanghai Institute of Hematology, State Key Laboratory for Medical Genomics, National Research Center for Translational Medicine, Ruijin Hospital affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai200025, China
| |
Collapse
|
25
|
Fabre MA, Vassiliou GS. The lifelong natural history of clonal hematopoiesis and its links to myeloid neoplasia. Blood 2024; 143:573-581. [PMID: 37992214 DOI: 10.1182/blood.2023019964] [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: 07/28/2023] [Revised: 10/26/2023] [Accepted: 11/13/2023] [Indexed: 11/24/2023] Open
Abstract
ABSTRACT The study of somatic mutations and the associated clonal mosaicism across the human body has transformed our understanding of aging and its links to cancer. In proliferative human tissues, stem cells compete for dominance, and those with an advantage expand clonally to outgrow their peers. In the hematopoietic system, such expansion is termed clonal hematopoiesis (CH). The forces driving competition, namely heterogeneity of the hematopoietic stem cell (HSC) pool and attrition of their environment, become increasingly prominent with age. As a result, CH becomes progressively more common through life to the point of becoming essentially ubiquitous. We are beginning to unravel the specific intracellular and extracellular factors underpinning clonal behavior, with somatic mutations in specific driver genes, inflammation, telomere maintenance, extraneous exposures, and inherited genetic variation among the important players. The inevitability of CH with age combined with its unequivocal links to myeloid cancers poses a scientific and clinical challenge. Specifically, we need to decipher the factors determining clonal behavior and develop prognostic tools to identify those at high risk of malignant progression, for whom preventive interventions may be warranted. Here, we discuss how recent advances in our understanding of the natural history of CH have provided important insights into these processes and helped define future avenues of investigation.
Collapse
Affiliation(s)
- Margarete A Fabre
- Department of Haematology, Cambridge University Hospitals National Health Service Trust, Cambridge, United Kingdom
- Centre for Genomics Research, Discovery Sciences, BioPharmaceuticals Research & Development, AstraZeneca, Cambridge, United Kingdom
| | - George S Vassiliou
- Department of Haematology, Cambridge University Hospitals National Health Service Trust, Cambridge, United Kingdom
- Department of Haematology, University of Cambridge, Cambridge, United Kingdom
- Wellcome-Medical Research Council Cambridge Stem Cell Institute, University of Cambridge, Cambridge, United Kingdom
| |
Collapse
|
26
|
Lin I, Wei A, Gebo TA, Boutros PC, Flanagan M, Kucine N, Cunniff C, Arboleda VA, Chang VY. Increased Frequency of Clonal Hematopoiesis of Indeterminate Potential in Bloom Syndrome Probands and Carriers. medRxiv 2024:2024.02.02.24302163. [PMID: 38370823 PMCID: PMC10871368 DOI: 10.1101/2024.02.02.24302163] [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: 02/20/2024]
Abstract
Background Bloom Syndrome (BSyn) is an autosomal recessive disorder caused by biallelic germline variants in BLM, which functions to maintain genomic stability. BSyn patients have poor growth, immune defects, insulin resistance, and a significantly increased risk of malignancies, most commonly hematologic. The malignancy risk in carriers of pathogenic variants in BLM (BLM variant carriers) remains understudied. Clonal hematopoiesis of indeterminate potential (CHIP) is defined by presence of somatic mutations in leukemia-related genes in blood of individuals without leukemia and is associated with increased risk of leukemia. We hypothesize that somatic mutations driving clonal expansion may be an underlying mechanism leading to increased cancer risk in BSyn patients and BLM variant carriers. Methods To determine whether de novo or somatic variation is increased in BSyn patients or carriers, we performed and analyzed exome sequencing on BSyn and control trios. Results We discovered that both BSyn patients and carriers had increased numbers of low-frequency, putative somatic variants in CHIP genes compared to controls. Furthermore, BLM variant carriers had increased numbers of somatic variants in DNA methylation genes compared to controls. There was no statistical difference in the numbers of de novo variants in BSyn probands compared to control probands. Conclusion Our findings of increased CHIP in BSyn probands and carriers suggest that one or two germline pathogenic variants in BLM could be sufficient to increase the risk of clonal hematopoiesis. These findings warrant further studies in larger cohorts to determine the significance of CHIP as a potential biomarker of aging, cancer, cardiovascular disease, morbidity and mortality.
Collapse
Affiliation(s)
- Isabella Lin
- Department of Human Genetics, David Geffen School of Medicine, UCLA, Los Angeles, CA, USA
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, UCLA, Los Angeles, CA, USA
- Department of Computational Medicine, David Geffen School of Medicine, UCLA
| | - Angela Wei
- Department of Human Genetics, David Geffen School of Medicine, UCLA, Los Angeles, CA, USA
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, UCLA, Los Angeles, CA, USA
- Department of Computational Medicine, David Geffen School of Medicine, UCLA
- Interdepartmental BioInformatics Program, UCLA
| | - Tsumugi A Gebo
- Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, CA
- Institute for Precision Health, University of California Los Angeles, Los Angeles, CA
| | - P C Boutros
- Department of Human Genetics, David Geffen School of Medicine, UCLA, Los Angeles, CA, USA
- Interdepartmental BioInformatics Program, UCLA
- Department of Urology, University of California Los Angeles, Los Angeles, CA
- Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, CA
- Institute for Precision Health, University of California Los Angeles, Los Angeles, CA
- Molecular Biology Institute, University of California, Los Angeles, CA
| | - Maeve Flanagan
- Department of Pediatrics, Weill Cornell Medicine, New York, NY
| | - Nicole Kucine
- Department of Pediatrics, Weill Cornell Medicine, New York, NY
| | - C Cunniff
- Department of Pediatrics, Weill Cornell Medicine, New York, NY
| | - V A Arboleda
- Department of Human Genetics, David Geffen School of Medicine, UCLA, Los Angeles, CA, USA
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, UCLA, Los Angeles, CA, USA
- Department of Computational Medicine, David Geffen School of Medicine, UCLA
- Interdepartmental BioInformatics Program, UCLA
- Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, CA
- Institute for Precision Health, University of California Los Angeles, Los Angeles, CA
- Molecular Biology Institute, University of California, Los Angeles, CA
| | - V Y Chang
- Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, CA
- Institute for Precision Health, University of California Los Angeles, Los Angeles, CA
- Division of Pediatric Hematology/Oncology, UCLA, Los Angeles, CA
- Children's Discovery and Innovation Institute, UCLA, Los Angeles, CA
| |
Collapse
|
27
|
Gibson CJ, Lindsley RC, Gondek LP. Clonal hematopoiesis in the setting of hematopoietic cell transplantation. Semin Hematol 2024; 61:9-15. [PMID: 38429201 PMCID: PMC10978245 DOI: 10.1053/j.seminhematol.2024.01.011] [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: 11/03/2023] [Revised: 01/12/2024] [Accepted: 01/28/2024] [Indexed: 03/03/2024]
Abstract
Clonal hematopoiesis (CH) in autologous transplant recipients and allogeneic transplant donors has genetic features and clinical associations that are distinct from each other and from non-cancer populations. CH in the setting of autologous transplant is enriched for mutations in DNA damage response pathway genes and is associated with adverse outcomes, including an increased risk of therapy-related myeloid neoplasm and inferior overall survival. Studies of CH in allogeneic transplant donors have yielded conflicting results but have generally shown evidence of potentiated alloimmunity in recipients, with some studies showing an association with favorable recipient outcomes.
Collapse
Affiliation(s)
| | - R Coleman Lindsley
- Division of Hematologic Malignancies, Dana-Farber Cancer Institute, Boston, MA
| | - Lukasz P Gondek
- Division of Hematologic Malignancies, Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD.
| |
Collapse
|
28
|
Tuval A, Strandgren C, Heldin A, Palomar-Siles M, Wiman KG. Pharmacological reactivation of p53 in the era of precision anticancer medicine. Nat Rev Clin Oncol 2024; 21:106-120. [PMID: 38102383 DOI: 10.1038/s41571-023-00842-2] [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] [Accepted: 11/23/2023] [Indexed: 12/17/2023]
Abstract
p53, which is encoded by the most frequently mutated gene in cancer, TP53, is an attractive target for novel cancer therapies. Despite major challenges associated with this approach, several compounds that either augment the activity of wild-type p53 or restore all, or some, of the wild-type functions to p53 mutants are currently being explored. In wild-type TP53 cancer cells, p53 function is often abrogated by overexpression of the negative regulator MDM2, and agents that disrupt p53-MDM2 binding can trigger a robust p53 response, albeit potentially with induction of p53 activity in non-malignant cells. In TP53-mutant cancer cells, compounds that promote the refolding of missense mutant p53 or the translational readthrough of nonsense mutant TP53 might elicit potent cell death. Some of these compounds have been, or are being, tested in clinical trials involving patients with various types of cancer. Nonetheless, no p53-targeting drug has so far been approved for clinical use. Advances in our understanding of p53 biology provide some clues as to the underlying reasons for the variable clinical activity of p53-restoring therapies seen thus far. In this Review, we discuss the intricate interactions between p53 and its cellular and microenvironmental contexts and factors that can influence p53's activity. We also propose several strategies for improving the clinical efficacy of these agents through the complex perspective of p53 functionality.
Collapse
Affiliation(s)
- Amos Tuval
- Karolinska Institutet, Department of Oncology-Pathology, Stockholm, Sweden
| | | | - Angelos Heldin
- Karolinska Institutet, Department of Oncology-Pathology, Stockholm, Sweden
| | | | - Klas G Wiman
- Karolinska Institutet, Department of Oncology-Pathology, Stockholm, Sweden.
| |
Collapse
|
29
|
Attardi E, Corey SJ, Wlodarski MW. Clonal hematopoiesis in children with predisposing conditions. Semin Hematol 2024; 61:35-42. [PMID: 38311515 DOI: 10.1053/j.seminhematol.2024.01.005] [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: 12/25/2023] [Revised: 01/02/2024] [Accepted: 01/10/2024] [Indexed: 02/06/2024]
Abstract
Clonal hematopoiesis in children and young adults differs from that occuring in the older adult population. A variety of stressors drive this phenomenon, sometimes independent of age-related processes. For the purposes of this review, we adopt the term clonal hematopoiesis in predisposed individuals (CHIPI) to differentiate it from classical, age-related clonal hematopoiesis of indeterminate potential (CHIP). Stress-induced CHIPI selection can be extrinsic, such as following immunologic, infectious, pharmacologic, or genotoxic exposures, or intrinsic, involving germline predisposition from inherited bone marrow failure syndromes. In these conditions, clonal advantage relates to adaptations allowing improved cell fitness despite intrinsic defects affecting proliferation and differentiation. In certain contexts, CHIPI can improve competitive fitness by compensating for germline defects; however, the downstream effects of clonal expansion are often unpredictable - they may either counteract the underlying pathology or worsen disease outcomes. A more complete understanding of how CHIPI arises in young people can lead to the definition of preleukemic states and strategies to assess risk, surveillance, and prevention to leukemic transformation. Our review summarizes current research on stress-induced clonal dynamics in individuals with germline predisposition syndromes.
Collapse
Affiliation(s)
- Enrico Attardi
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN; Department of Biomedicine and Prevention, PhD in Immunology, Molecular Medicine and Applied Biotechnology, University of Rome Tor Vergata, Rome, Italy
| | - Seth J Corey
- Departments of Pediatrics and Cancer Biology, Cleveland Clinic, Cleveland, OH
| | - Marcin W Wlodarski
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN; Division of Pediatric Hematology and Oncology, Department of Pediatrics and Adolescent Medicine, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| |
Collapse
|
30
|
Xie Z, Lasho T, Khurana A, Ferrer A, Finke C, Mangaonkar AA, Ansell S, Fernandez J, Shah MV, Al-Kali A, Gangat N, Abeykoon J, Witzig TE, Patnaik MM. Prognostic relevance of clonal hematopoiesis in myeloid neoplastic transformation in patients with follicular lymphoma treated with radioimmunotherapy. Haematologica 2024; 109:509-520. [PMID: 37646653 PMCID: PMC10828786 DOI: 10.3324/haematol.2023.283727] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Accepted: 08/16/2023] [Indexed: 09/01/2023] Open
Abstract
While novel radioisotope therapies continue to advance cancer care, reports of therapy-related myeloid neoplasms (t-MN) have generated concern. The prevalence and role of clonal hematopoiesis (CH) in this process remain to be defined. We hypothesized that: (i) CH is prevalent in relapsed follicular lymphoma and is associated with t-MN transformation, and (ii) radiation in the form of radioimmunotherapy (RIT) plays a role in clonal progression. In this retrospective cohort study, we evaluated the prevalence and prognostic impact of CH on clinical outcomes in 58 heavily pre-treated follicular lymphoma patients who received RIT. Patients had been given a median of four lines of therapy before RIT. The prevalence of CH prior to RIT was 46%, while it was 67% (P=0.15) during the course of RIT and subsequent therapies in the paired samples. Fourteen (24%) patients developed t-MN. Patients with t-MN had a higher variant allele fraction (38% vs. 15%; P=0.02) and clonal complexity (P=0.03) than those without. The spectrum of CH differed from that in age-related CH, with a high prevalence of DNA damage repair and response pathway mutations, absence of spliceosome mutations, and a paucity of signaling mutations. While there were no clear clinical associations between RIT and t-MN, or overall survival, patients with t-MN had a higher mutant clonal burden, along with extensive chromosomal abnormalities (median survival, afer t-MN diagnosis, 0.9 months). The baseline prevalence of CH was high, with an increase in prevalence on exposure to RIT and subsequent therapies. The high rates of t-MN with marked clonal complexities and extensive chromosomal damage underscore the importance of better identifying and studying genotoxic stressors accentuated by therapeutic modalities.
Collapse
Affiliation(s)
- Zhuoer Xie
- Mayo Clinic, Department of Internal Medicine, Hematology Division, Rochester, MN, United States; Malignant Hematology Department, H. Lee Moffitt Cancer Center and Research Institute, FL
| | - Terra Lasho
- Mayo Clinic, Department of Internal Medicine, Hematology Division, Rochester, MN
| | - Arushi Khurana
- Mayo Clinic, Department of Internal Medicine, Hematology Division, Rochester, MN
| | - Alejandro Ferrer
- Mayo Clinic, Department of Internal Medicine, Hematology Division, Rochester, MN
| | - Christy Finke
- Mayo Clinic, Department of Internal Medicine, Hematology Division, Rochester, MN
| | | | - Stephen Ansell
- Mayo Clinic, Department of Internal Medicine, Hematology Division, Rochester, MN
| | - Jenna Fernandez
- Mayo Clinic, Department of Internal Medicine, Hematology Division, Rochester, MN
| | - Mithun Vinod Shah
- Mayo Clinic, Department of Internal Medicine, Hematology Division, Rochester, MN
| | - Aref Al-Kali
- Mayo Clinic, Department of Internal Medicine, Hematology Division, Rochester, MN
| | - Naseema Gangat
- Mayo Clinic, Department of Internal Medicine, Hematology Division, Rochester, MN
| | - Jithma Abeykoon
- Mayo Clinic, Department of Internal Medicine, Hematology Division, Rochester, MN
| | - Thomas E Witzig
- Mayo Clinic, Department of Internal Medicine, Hematology Division, Rochester, MN
| | - Mrinal M Patnaik
- Mayo Clinic, Department of Internal Medicine, Hematology Division, Rochester, MN.
| |
Collapse
|
31
|
Lee KS, Lee CK, Kwon SS, Kwon WS, Park S, Lee ST, Choi JR, Rha SY, Shin S. Clinical relevance of clonal hematopoiesis and its interference in cell-free DNA profiling of patients with gastric cancer. Clin Chem Lab Med 2024; 62:178-186. [PMID: 37435889 DOI: 10.1515/cclm-2023-0261] [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: 03/13/2023] [Accepted: 07/02/2023] [Indexed: 07/13/2023]
Abstract
OBJECTIVES Clonal hematopoiesis (CH) is a condition in which healthy individuals have somatic mutations in hematopoietic stem cells. It has been reported with increased risk of hematologic malignancy and cardiovascular disease in the general population, but studies of Korean populations with comorbid disease entities are scarce. METHODS White blood cells (WBCs) from patients with gastric cancer (GC) (n=121) were analyzed using a DNA-based targeted (531 genes) panel with customized pipeline designed to detect single nucleotide variants and small indels with low-allele-frequency of ≥0.2 %. We defined significant CH variants as having variant allele frequency (VAF) ≥2 % among variants found in WBCs. Matched cell-free DNA (cfDNA) samples were also analyzed with the same pipeline to investigate the false-positive results caused by WBC variants in cfDNA profiling. RESULTS Significant CH variants were detected in 29.8 % of patients and were associated with age and male sex. The number of CH variants was associated with a history of anti-cancer therapy and age. DNMT3A and TET2 were recurrently mutated. Overall survival rate of treatment-naïve patients with stage IV GC was higher in those with CH, but Cox regression showed no significant association after adjustment for age, sex, anti-cancer therapy, and smoking history. In addition, we analyzed the potential interference of WBC variants in plasma cell-free DNA testing, which has attracted interest as a complementary method for tissue biopsy. Results showed that 37.0 % (47/127) of plasma specimens harbored at least one WBC variant. VAFs of interfering WBC variants in the plasma and WBC were correlated, and WBC variants with VAF ≥4 % in WBC were frequently detected in plasma with the same VAF. CONCLUSIONS This study revealed the clinical impact of CH in Korean patients and suggests the potential for its interference in cfDNA tests.
Collapse
Affiliation(s)
- Kwang Seob Lee
- Department of Laboratory Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
- Department of Pharmacology, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Choong-Kun Lee
- Division of Medical Oncology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
- Song-dang Institute for Cancer Research, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Soon Sung Kwon
- Department of Laboratory Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Woo Sun Kwon
- Song-dang Institute for Cancer Research, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Sejung Park
- Song-dang Institute for Cancer Research, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Seung-Tae Lee
- Department of Laboratory Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
- Dxome, Seoul, Republic of Korea
| | - Jong Rak Choi
- Department of Laboratory Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
- Dxome, Seoul, Republic of Korea
| | - Sun Young Rha
- Dxome, Seoul, Republic of Korea
- Song-dang Institute for Cancer Research, Yonsei University College of Medicine, Seoul, Republic of Korea
- Brain Korea 21 PLUS Project for Medical Science, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Saeam Shin
- Department of Laboratory Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| |
Collapse
|
32
|
Abstract
Somatic or acquired mutations are postzygotic genetic variations that can occur within any tissue. These mutations accumulate during aging and have classically been linked to malignant processes. Tremendous advancements over the past years have led to a deeper understanding of the role of somatic mutations in benign and malignant age-related diseases. Here, we review the somatic mutations that accumulate in the blood and their connection to disease states, with a particular focus on inflammatory diseases and myelodysplastic syndrome. We include a definition of clonal hematopoiesis (CH) and an overview of the origins and implications of these mutations. In addition, we emphasize somatic disorders with overlapping inflammation and hematologic disease beyond CH, including paroxysmal nocturnal hemoglobinuria and aplastic anemia, focusing on VEXAS (vacuoles, E1 enzyme, X-linked, autoinflammatory, somatic) syndrome. Finally, we provide a practical view of the implications of somatic mutations in clinical hematology, pathology, and beyond.
Collapse
Affiliation(s)
- Rashmi Kanagal-Shamanna
- Department of Hematopathology and Molecular Diagnostics, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - David B Beck
- Center for Human Genetics and Genomics, New York University Grossman School of Medicine, New York, New York, USA
- Department of Medicine, New York University Grossman School of Medicine, New York, New York, USA
| | - Katherine R Calvo
- Hematology Section, Department of Laboratory Medicine, Clinical Center, National Institutes of Health, Bethesda, Maryland, USA;
- Myeloid Malignancies Program, National Institutes of Health, Bethesda, Maryland, USA
| |
Collapse
|
33
|
Anthony KM, Collins JM, Love SAM, Stewart JD, Buchheit SF, Gondalia R, Schwartz GG, Huang DY, Meliker JR, Zhang Z, Barac A, Desai P, Hayden KM, Honigberg MC, Jaiswal S, Natarajan P, Bick AG, Kooperberg C, Manson JE, Reiner AP, Whitsel EA. Radon Exposure, Clonal Hematopoiesis, and Stroke Susceptibility in the Women's Health Initiative. Neurology 2024; 102:e208055. [PMID: 38170948 PMCID: PMC10870742 DOI: 10.1212/wnl.0000000000208055] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 10/30/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Studies suggest that clonal hematopoiesis of indeterminate potential (CHIP) may increase risk of hematologic malignancy and cardiovascular disease, including stroke. However, few studies have investigated plausible environmental risk factors for CHIP such as radon, despite the climate-related increases in and documented infrequency of testing for this common indoor air pollutant.The purpose of this study was to estimate the risk of CHIP related to radon, an established environmental mutagen. METHODS We linked geocoded addresses of 10,799 Women's Health Initiative Trans-Omics for Precision Medicine (WHI TOPMed) participants to US Environmental Protection Agency-predicted, county-level, indoor average screening radon concentrations, categorized as follows: Zone 1 (>4 pCi/L), Zone 2 (2-4 pCi/L), and Zone 3 (<2 pCi/L). We defined CHIP as the presence of one or more leukemogenic driver mutations with variant allele frequency >0.02. We identified prevalent and incident ischemic and hemorrhagic strokes; subtyped ischemic stroke using Trial of ORG 10172 in Acute Stroke Treatment (TOAST) criteria; and then estimated radon-related risk of CHIP as an odds ratio (OR) and 95% CI using multivariable-adjusted, design-weighted logistic regression stratified by age, race/ethnicity, smoking status, and stroke type/subtype. RESULTS The percentages of participants with CHIP in Zones 1, 2, and 3 were 9.0%, 8.4%, and 7.7%, respectively (ptrend = 0.06). Among participants with ischemic stroke, Zones 2 and 1 were associated with higher estimated risks of CHIP relative to Zone 3: 1.39 (1.15-1.68) and 1.46 (1.15-1.87), but not among participants with hemorrhagic stroke: 0.98 (0.68-1.40) and 1.03 (0.70-1.52), or without stroke: 1.04 (0.74-1.46) and 0.95 (0.63-1.42), respectively (pinteraction = 0.03). Corresponding estimates were particularly high among TOAST-subtyped cardioembolism: 1.78 (1.30-2.47) and 1.88 (1.31-2.72), or other ischemic etiologies: 1.37 (1.06-1.78) and 1.50 (1.11-2.04), but not small vessel occlusion: 1.05 (0.74-1.49) and 1.00 (0.68-1.47), respectively (pinteraction = 0.10). Observed patterns of association among strata were insensitive to attrition weighting, ancestry adjustment, prevalent stroke exclusion, separate analysis of DNMT3A driver mutations, and substitution with 3 alternative estimates of radon exposure. DISCUSSION The robust elevation of radon-related risk of CHIP among postmenopausal women who develop incident cardioembolic stroke is consistent with a potential role of somatic genomic mutation in this societally burdensome form of cerebrovascular disease, although the mechanism has yet to be confirmed.
Collapse
Affiliation(s)
- Kurtis M Anthony
- From the Department of Epidemiology (K.M.A., J.M.C., S.-A.M.L., J.D.S., R.G., E.A.W.), Gillings School of Global Public Health, University of North Carolina, Chapel Hill; Brown University (S.F.B.), Providence, RI; Department of Population Health (G.G.S.), University of North Dakota School of Medicine & Health Sciences, Grand Forks; Department of Neurology (D.Y.H.), School of Medicine, University of North Carolina, Chapel Hill; Program in Public Health (J.R.M.), Stony Brook University, Stony Brook, NY; Division of Oncological Sciences (Z.Z.), Knight Cancer Institute, Oregon Health & Science University, Portland; Department of Cardiology (A.B.), Medstar Washington Hospital Center, Washington, DC; Department of Medicine (A.B.), Georgetown University, Washington, DC; Division of Hematology and Oncology (P.D.), Weill Cornell Medicine, New York; Department of Social Sciences and Health Policy (K.M.H.), Wake Forest University School of Medicine, Winston-Salem, NC; Cardiology Division (M.C.H.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (M.C.H., P.N.), Broad Institute of Harvard and MIT, Cambridge, MA; Department of Pathology (S.J.), Stanford University School of Medicine, CA; Cardiovascular Research Center and Center for Genomic Medicine (P.N.), Massachusetts General Hospital, Boston; Department of Medicine (P.N.), Harvard Medical School, Boston; Division of Genetic Medicine (A.G.B.), Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Division of Public Health Sciences (C.K., A.P.R.), Fred Hutchinson Cancer Center, Seattle, WA; Department of Medicine (J.E.M.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Epidemiology (A.P.R.), University of Washington, Seattle; and Department of Medicine (E.A.W.), School of Medicine, University of North Carolina, Chapel Hill
| | - Jason M Collins
- From the Department of Epidemiology (K.M.A., J.M.C., S.-A.M.L., J.D.S., R.G., E.A.W.), Gillings School of Global Public Health, University of North Carolina, Chapel Hill; Brown University (S.F.B.), Providence, RI; Department of Population Health (G.G.S.), University of North Dakota School of Medicine & Health Sciences, Grand Forks; Department of Neurology (D.Y.H.), School of Medicine, University of North Carolina, Chapel Hill; Program in Public Health (J.R.M.), Stony Brook University, Stony Brook, NY; Division of Oncological Sciences (Z.Z.), Knight Cancer Institute, Oregon Health & Science University, Portland; Department of Cardiology (A.B.), Medstar Washington Hospital Center, Washington, DC; Department of Medicine (A.B.), Georgetown University, Washington, DC; Division of Hematology and Oncology (P.D.), Weill Cornell Medicine, New York; Department of Social Sciences and Health Policy (K.M.H.), Wake Forest University School of Medicine, Winston-Salem, NC; Cardiology Division (M.C.H.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (M.C.H., P.N.), Broad Institute of Harvard and MIT, Cambridge, MA; Department of Pathology (S.J.), Stanford University School of Medicine, CA; Cardiovascular Research Center and Center for Genomic Medicine (P.N.), Massachusetts General Hospital, Boston; Department of Medicine (P.N.), Harvard Medical School, Boston; Division of Genetic Medicine (A.G.B.), Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Division of Public Health Sciences (C.K., A.P.R.), Fred Hutchinson Cancer Center, Seattle, WA; Department of Medicine (J.E.M.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Epidemiology (A.P.R.), University of Washington, Seattle; and Department of Medicine (E.A.W.), School of Medicine, University of North Carolina, Chapel Hill
| | - Shelly-Ann M Love
- From the Department of Epidemiology (K.M.A., J.M.C., S.-A.M.L., J.D.S., R.G., E.A.W.), Gillings School of Global Public Health, University of North Carolina, Chapel Hill; Brown University (S.F.B.), Providence, RI; Department of Population Health (G.G.S.), University of North Dakota School of Medicine & Health Sciences, Grand Forks; Department of Neurology (D.Y.H.), School of Medicine, University of North Carolina, Chapel Hill; Program in Public Health (J.R.M.), Stony Brook University, Stony Brook, NY; Division of Oncological Sciences (Z.Z.), Knight Cancer Institute, Oregon Health & Science University, Portland; Department of Cardiology (A.B.), Medstar Washington Hospital Center, Washington, DC; Department of Medicine (A.B.), Georgetown University, Washington, DC; Division of Hematology and Oncology (P.D.), Weill Cornell Medicine, New York; Department of Social Sciences and Health Policy (K.M.H.), Wake Forest University School of Medicine, Winston-Salem, NC; Cardiology Division (M.C.H.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (M.C.H., P.N.), Broad Institute of Harvard and MIT, Cambridge, MA; Department of Pathology (S.J.), Stanford University School of Medicine, CA; Cardiovascular Research Center and Center for Genomic Medicine (P.N.), Massachusetts General Hospital, Boston; Department of Medicine (P.N.), Harvard Medical School, Boston; Division of Genetic Medicine (A.G.B.), Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Division of Public Health Sciences (C.K., A.P.R.), Fred Hutchinson Cancer Center, Seattle, WA; Department of Medicine (J.E.M.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Epidemiology (A.P.R.), University of Washington, Seattle; and Department of Medicine (E.A.W.), School of Medicine, University of North Carolina, Chapel Hill
| | - James D Stewart
- From the Department of Epidemiology (K.M.A., J.M.C., S.-A.M.L., J.D.S., R.G., E.A.W.), Gillings School of Global Public Health, University of North Carolina, Chapel Hill; Brown University (S.F.B.), Providence, RI; Department of Population Health (G.G.S.), University of North Dakota School of Medicine & Health Sciences, Grand Forks; Department of Neurology (D.Y.H.), School of Medicine, University of North Carolina, Chapel Hill; Program in Public Health (J.R.M.), Stony Brook University, Stony Brook, NY; Division of Oncological Sciences (Z.Z.), Knight Cancer Institute, Oregon Health & Science University, Portland; Department of Cardiology (A.B.), Medstar Washington Hospital Center, Washington, DC; Department of Medicine (A.B.), Georgetown University, Washington, DC; Division of Hematology and Oncology (P.D.), Weill Cornell Medicine, New York; Department of Social Sciences and Health Policy (K.M.H.), Wake Forest University School of Medicine, Winston-Salem, NC; Cardiology Division (M.C.H.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (M.C.H., P.N.), Broad Institute of Harvard and MIT, Cambridge, MA; Department of Pathology (S.J.), Stanford University School of Medicine, CA; Cardiovascular Research Center and Center for Genomic Medicine (P.N.), Massachusetts General Hospital, Boston; Department of Medicine (P.N.), Harvard Medical School, Boston; Division of Genetic Medicine (A.G.B.), Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Division of Public Health Sciences (C.K., A.P.R.), Fred Hutchinson Cancer Center, Seattle, WA; Department of Medicine (J.E.M.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Epidemiology (A.P.R.), University of Washington, Seattle; and Department of Medicine (E.A.W.), School of Medicine, University of North Carolina, Chapel Hill
| | - Sophie F Buchheit
- From the Department of Epidemiology (K.M.A., J.M.C., S.-A.M.L., J.D.S., R.G., E.A.W.), Gillings School of Global Public Health, University of North Carolina, Chapel Hill; Brown University (S.F.B.), Providence, RI; Department of Population Health (G.G.S.), University of North Dakota School of Medicine & Health Sciences, Grand Forks; Department of Neurology (D.Y.H.), School of Medicine, University of North Carolina, Chapel Hill; Program in Public Health (J.R.M.), Stony Brook University, Stony Brook, NY; Division of Oncological Sciences (Z.Z.), Knight Cancer Institute, Oregon Health & Science University, Portland; Department of Cardiology (A.B.), Medstar Washington Hospital Center, Washington, DC; Department of Medicine (A.B.), Georgetown University, Washington, DC; Division of Hematology and Oncology (P.D.), Weill Cornell Medicine, New York; Department of Social Sciences and Health Policy (K.M.H.), Wake Forest University School of Medicine, Winston-Salem, NC; Cardiology Division (M.C.H.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (M.C.H., P.N.), Broad Institute of Harvard and MIT, Cambridge, MA; Department of Pathology (S.J.), Stanford University School of Medicine, CA; Cardiovascular Research Center and Center for Genomic Medicine (P.N.), Massachusetts General Hospital, Boston; Department of Medicine (P.N.), Harvard Medical School, Boston; Division of Genetic Medicine (A.G.B.), Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Division of Public Health Sciences (C.K., A.P.R.), Fred Hutchinson Cancer Center, Seattle, WA; Department of Medicine (J.E.M.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Epidemiology (A.P.R.), University of Washington, Seattle; and Department of Medicine (E.A.W.), School of Medicine, University of North Carolina, Chapel Hill
| | - Rahul Gondalia
- From the Department of Epidemiology (K.M.A., J.M.C., S.-A.M.L., J.D.S., R.G., E.A.W.), Gillings School of Global Public Health, University of North Carolina, Chapel Hill; Brown University (S.F.B.), Providence, RI; Department of Population Health (G.G.S.), University of North Dakota School of Medicine & Health Sciences, Grand Forks; Department of Neurology (D.Y.H.), School of Medicine, University of North Carolina, Chapel Hill; Program in Public Health (J.R.M.), Stony Brook University, Stony Brook, NY; Division of Oncological Sciences (Z.Z.), Knight Cancer Institute, Oregon Health & Science University, Portland; Department of Cardiology (A.B.), Medstar Washington Hospital Center, Washington, DC; Department of Medicine (A.B.), Georgetown University, Washington, DC; Division of Hematology and Oncology (P.D.), Weill Cornell Medicine, New York; Department of Social Sciences and Health Policy (K.M.H.), Wake Forest University School of Medicine, Winston-Salem, NC; Cardiology Division (M.C.H.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (M.C.H., P.N.), Broad Institute of Harvard and MIT, Cambridge, MA; Department of Pathology (S.J.), Stanford University School of Medicine, CA; Cardiovascular Research Center and Center for Genomic Medicine (P.N.), Massachusetts General Hospital, Boston; Department of Medicine (P.N.), Harvard Medical School, Boston; Division of Genetic Medicine (A.G.B.), Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Division of Public Health Sciences (C.K., A.P.R.), Fred Hutchinson Cancer Center, Seattle, WA; Department of Medicine (J.E.M.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Epidemiology (A.P.R.), University of Washington, Seattle; and Department of Medicine (E.A.W.), School of Medicine, University of North Carolina, Chapel Hill
| | - Gary G Schwartz
- From the Department of Epidemiology (K.M.A., J.M.C., S.-A.M.L., J.D.S., R.G., E.A.W.), Gillings School of Global Public Health, University of North Carolina, Chapel Hill; Brown University (S.F.B.), Providence, RI; Department of Population Health (G.G.S.), University of North Dakota School of Medicine & Health Sciences, Grand Forks; Department of Neurology (D.Y.H.), School of Medicine, University of North Carolina, Chapel Hill; Program in Public Health (J.R.M.), Stony Brook University, Stony Brook, NY; Division of Oncological Sciences (Z.Z.), Knight Cancer Institute, Oregon Health & Science University, Portland; Department of Cardiology (A.B.), Medstar Washington Hospital Center, Washington, DC; Department of Medicine (A.B.), Georgetown University, Washington, DC; Division of Hematology and Oncology (P.D.), Weill Cornell Medicine, New York; Department of Social Sciences and Health Policy (K.M.H.), Wake Forest University School of Medicine, Winston-Salem, NC; Cardiology Division (M.C.H.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (M.C.H., P.N.), Broad Institute of Harvard and MIT, Cambridge, MA; Department of Pathology (S.J.), Stanford University School of Medicine, CA; Cardiovascular Research Center and Center for Genomic Medicine (P.N.), Massachusetts General Hospital, Boston; Department of Medicine (P.N.), Harvard Medical School, Boston; Division of Genetic Medicine (A.G.B.), Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Division of Public Health Sciences (C.K., A.P.R.), Fred Hutchinson Cancer Center, Seattle, WA; Department of Medicine (J.E.M.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Epidemiology (A.P.R.), University of Washington, Seattle; and Department of Medicine (E.A.W.), School of Medicine, University of North Carolina, Chapel Hill
| | - David Y Huang
- From the Department of Epidemiology (K.M.A., J.M.C., S.-A.M.L., J.D.S., R.G., E.A.W.), Gillings School of Global Public Health, University of North Carolina, Chapel Hill; Brown University (S.F.B.), Providence, RI; Department of Population Health (G.G.S.), University of North Dakota School of Medicine & Health Sciences, Grand Forks; Department of Neurology (D.Y.H.), School of Medicine, University of North Carolina, Chapel Hill; Program in Public Health (J.R.M.), Stony Brook University, Stony Brook, NY; Division of Oncological Sciences (Z.Z.), Knight Cancer Institute, Oregon Health & Science University, Portland; Department of Cardiology (A.B.), Medstar Washington Hospital Center, Washington, DC; Department of Medicine (A.B.), Georgetown University, Washington, DC; Division of Hematology and Oncology (P.D.), Weill Cornell Medicine, New York; Department of Social Sciences and Health Policy (K.M.H.), Wake Forest University School of Medicine, Winston-Salem, NC; Cardiology Division (M.C.H.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (M.C.H., P.N.), Broad Institute of Harvard and MIT, Cambridge, MA; Department of Pathology (S.J.), Stanford University School of Medicine, CA; Cardiovascular Research Center and Center for Genomic Medicine (P.N.), Massachusetts General Hospital, Boston; Department of Medicine (P.N.), Harvard Medical School, Boston; Division of Genetic Medicine (A.G.B.), Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Division of Public Health Sciences (C.K., A.P.R.), Fred Hutchinson Cancer Center, Seattle, WA; Department of Medicine (J.E.M.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Epidemiology (A.P.R.), University of Washington, Seattle; and Department of Medicine (E.A.W.), School of Medicine, University of North Carolina, Chapel Hill
| | - Jaymie R Meliker
- From the Department of Epidemiology (K.M.A., J.M.C., S.-A.M.L., J.D.S., R.G., E.A.W.), Gillings School of Global Public Health, University of North Carolina, Chapel Hill; Brown University (S.F.B.), Providence, RI; Department of Population Health (G.G.S.), University of North Dakota School of Medicine & Health Sciences, Grand Forks; Department of Neurology (D.Y.H.), School of Medicine, University of North Carolina, Chapel Hill; Program in Public Health (J.R.M.), Stony Brook University, Stony Brook, NY; Division of Oncological Sciences (Z.Z.), Knight Cancer Institute, Oregon Health & Science University, Portland; Department of Cardiology (A.B.), Medstar Washington Hospital Center, Washington, DC; Department of Medicine (A.B.), Georgetown University, Washington, DC; Division of Hematology and Oncology (P.D.), Weill Cornell Medicine, New York; Department of Social Sciences and Health Policy (K.M.H.), Wake Forest University School of Medicine, Winston-Salem, NC; Cardiology Division (M.C.H.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (M.C.H., P.N.), Broad Institute of Harvard and MIT, Cambridge, MA; Department of Pathology (S.J.), Stanford University School of Medicine, CA; Cardiovascular Research Center and Center for Genomic Medicine (P.N.), Massachusetts General Hospital, Boston; Department of Medicine (P.N.), Harvard Medical School, Boston; Division of Genetic Medicine (A.G.B.), Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Division of Public Health Sciences (C.K., A.P.R.), Fred Hutchinson Cancer Center, Seattle, WA; Department of Medicine (J.E.M.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Epidemiology (A.P.R.), University of Washington, Seattle; and Department of Medicine (E.A.W.), School of Medicine, University of North Carolina, Chapel Hill
| | - Zhenzhen Zhang
- From the Department of Epidemiology (K.M.A., J.M.C., S.-A.M.L., J.D.S., R.G., E.A.W.), Gillings School of Global Public Health, University of North Carolina, Chapel Hill; Brown University (S.F.B.), Providence, RI; Department of Population Health (G.G.S.), University of North Dakota School of Medicine & Health Sciences, Grand Forks; Department of Neurology (D.Y.H.), School of Medicine, University of North Carolina, Chapel Hill; Program in Public Health (J.R.M.), Stony Brook University, Stony Brook, NY; Division of Oncological Sciences (Z.Z.), Knight Cancer Institute, Oregon Health & Science University, Portland; Department of Cardiology (A.B.), Medstar Washington Hospital Center, Washington, DC; Department of Medicine (A.B.), Georgetown University, Washington, DC; Division of Hematology and Oncology (P.D.), Weill Cornell Medicine, New York; Department of Social Sciences and Health Policy (K.M.H.), Wake Forest University School of Medicine, Winston-Salem, NC; Cardiology Division (M.C.H.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (M.C.H., P.N.), Broad Institute of Harvard and MIT, Cambridge, MA; Department of Pathology (S.J.), Stanford University School of Medicine, CA; Cardiovascular Research Center and Center for Genomic Medicine (P.N.), Massachusetts General Hospital, Boston; Department of Medicine (P.N.), Harvard Medical School, Boston; Division of Genetic Medicine (A.G.B.), Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Division of Public Health Sciences (C.K., A.P.R.), Fred Hutchinson Cancer Center, Seattle, WA; Department of Medicine (J.E.M.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Epidemiology (A.P.R.), University of Washington, Seattle; and Department of Medicine (E.A.W.), School of Medicine, University of North Carolina, Chapel Hill
| | - Ana Barac
- From the Department of Epidemiology (K.M.A., J.M.C., S.-A.M.L., J.D.S., R.G., E.A.W.), Gillings School of Global Public Health, University of North Carolina, Chapel Hill; Brown University (S.F.B.), Providence, RI; Department of Population Health (G.G.S.), University of North Dakota School of Medicine & Health Sciences, Grand Forks; Department of Neurology (D.Y.H.), School of Medicine, University of North Carolina, Chapel Hill; Program in Public Health (J.R.M.), Stony Brook University, Stony Brook, NY; Division of Oncological Sciences (Z.Z.), Knight Cancer Institute, Oregon Health & Science University, Portland; Department of Cardiology (A.B.), Medstar Washington Hospital Center, Washington, DC; Department of Medicine (A.B.), Georgetown University, Washington, DC; Division of Hematology and Oncology (P.D.), Weill Cornell Medicine, New York; Department of Social Sciences and Health Policy (K.M.H.), Wake Forest University School of Medicine, Winston-Salem, NC; Cardiology Division (M.C.H.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (M.C.H., P.N.), Broad Institute of Harvard and MIT, Cambridge, MA; Department of Pathology (S.J.), Stanford University School of Medicine, CA; Cardiovascular Research Center and Center for Genomic Medicine (P.N.), Massachusetts General Hospital, Boston; Department of Medicine (P.N.), Harvard Medical School, Boston; Division of Genetic Medicine (A.G.B.), Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Division of Public Health Sciences (C.K., A.P.R.), Fred Hutchinson Cancer Center, Seattle, WA; Department of Medicine (J.E.M.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Epidemiology (A.P.R.), University of Washington, Seattle; and Department of Medicine (E.A.W.), School of Medicine, University of North Carolina, Chapel Hill
| | - Pinkal Desai
- From the Department of Epidemiology (K.M.A., J.M.C., S.-A.M.L., J.D.S., R.G., E.A.W.), Gillings School of Global Public Health, University of North Carolina, Chapel Hill; Brown University (S.F.B.), Providence, RI; Department of Population Health (G.G.S.), University of North Dakota School of Medicine & Health Sciences, Grand Forks; Department of Neurology (D.Y.H.), School of Medicine, University of North Carolina, Chapel Hill; Program in Public Health (J.R.M.), Stony Brook University, Stony Brook, NY; Division of Oncological Sciences (Z.Z.), Knight Cancer Institute, Oregon Health & Science University, Portland; Department of Cardiology (A.B.), Medstar Washington Hospital Center, Washington, DC; Department of Medicine (A.B.), Georgetown University, Washington, DC; Division of Hematology and Oncology (P.D.), Weill Cornell Medicine, New York; Department of Social Sciences and Health Policy (K.M.H.), Wake Forest University School of Medicine, Winston-Salem, NC; Cardiology Division (M.C.H.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (M.C.H., P.N.), Broad Institute of Harvard and MIT, Cambridge, MA; Department of Pathology (S.J.), Stanford University School of Medicine, CA; Cardiovascular Research Center and Center for Genomic Medicine (P.N.), Massachusetts General Hospital, Boston; Department of Medicine (P.N.), Harvard Medical School, Boston; Division of Genetic Medicine (A.G.B.), Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Division of Public Health Sciences (C.K., A.P.R.), Fred Hutchinson Cancer Center, Seattle, WA; Department of Medicine (J.E.M.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Epidemiology (A.P.R.), University of Washington, Seattle; and Department of Medicine (E.A.W.), School of Medicine, University of North Carolina, Chapel Hill
| | - Kathleen M Hayden
- From the Department of Epidemiology (K.M.A., J.M.C., S.-A.M.L., J.D.S., R.G., E.A.W.), Gillings School of Global Public Health, University of North Carolina, Chapel Hill; Brown University (S.F.B.), Providence, RI; Department of Population Health (G.G.S.), University of North Dakota School of Medicine & Health Sciences, Grand Forks; Department of Neurology (D.Y.H.), School of Medicine, University of North Carolina, Chapel Hill; Program in Public Health (J.R.M.), Stony Brook University, Stony Brook, NY; Division of Oncological Sciences (Z.Z.), Knight Cancer Institute, Oregon Health & Science University, Portland; Department of Cardiology (A.B.), Medstar Washington Hospital Center, Washington, DC; Department of Medicine (A.B.), Georgetown University, Washington, DC; Division of Hematology and Oncology (P.D.), Weill Cornell Medicine, New York; Department of Social Sciences and Health Policy (K.M.H.), Wake Forest University School of Medicine, Winston-Salem, NC; Cardiology Division (M.C.H.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (M.C.H., P.N.), Broad Institute of Harvard and MIT, Cambridge, MA; Department of Pathology (S.J.), Stanford University School of Medicine, CA; Cardiovascular Research Center and Center for Genomic Medicine (P.N.), Massachusetts General Hospital, Boston; Department of Medicine (P.N.), Harvard Medical School, Boston; Division of Genetic Medicine (A.G.B.), Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Division of Public Health Sciences (C.K., A.P.R.), Fred Hutchinson Cancer Center, Seattle, WA; Department of Medicine (J.E.M.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Epidemiology (A.P.R.), University of Washington, Seattle; and Department of Medicine (E.A.W.), School of Medicine, University of North Carolina, Chapel Hill
| | - Michael C Honigberg
- From the Department of Epidemiology (K.M.A., J.M.C., S.-A.M.L., J.D.S., R.G., E.A.W.), Gillings School of Global Public Health, University of North Carolina, Chapel Hill; Brown University (S.F.B.), Providence, RI; Department of Population Health (G.G.S.), University of North Dakota School of Medicine & Health Sciences, Grand Forks; Department of Neurology (D.Y.H.), School of Medicine, University of North Carolina, Chapel Hill; Program in Public Health (J.R.M.), Stony Brook University, Stony Brook, NY; Division of Oncological Sciences (Z.Z.), Knight Cancer Institute, Oregon Health & Science University, Portland; Department of Cardiology (A.B.), Medstar Washington Hospital Center, Washington, DC; Department of Medicine (A.B.), Georgetown University, Washington, DC; Division of Hematology and Oncology (P.D.), Weill Cornell Medicine, New York; Department of Social Sciences and Health Policy (K.M.H.), Wake Forest University School of Medicine, Winston-Salem, NC; Cardiology Division (M.C.H.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (M.C.H., P.N.), Broad Institute of Harvard and MIT, Cambridge, MA; Department of Pathology (S.J.), Stanford University School of Medicine, CA; Cardiovascular Research Center and Center for Genomic Medicine (P.N.), Massachusetts General Hospital, Boston; Department of Medicine (P.N.), Harvard Medical School, Boston; Division of Genetic Medicine (A.G.B.), Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Division of Public Health Sciences (C.K., A.P.R.), Fred Hutchinson Cancer Center, Seattle, WA; Department of Medicine (J.E.M.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Epidemiology (A.P.R.), University of Washington, Seattle; and Department of Medicine (E.A.W.), School of Medicine, University of North Carolina, Chapel Hill
| | - Siddhartha Jaiswal
- From the Department of Epidemiology (K.M.A., J.M.C., S.-A.M.L., J.D.S., R.G., E.A.W.), Gillings School of Global Public Health, University of North Carolina, Chapel Hill; Brown University (S.F.B.), Providence, RI; Department of Population Health (G.G.S.), University of North Dakota School of Medicine & Health Sciences, Grand Forks; Department of Neurology (D.Y.H.), School of Medicine, University of North Carolina, Chapel Hill; Program in Public Health (J.R.M.), Stony Brook University, Stony Brook, NY; Division of Oncological Sciences (Z.Z.), Knight Cancer Institute, Oregon Health & Science University, Portland; Department of Cardiology (A.B.), Medstar Washington Hospital Center, Washington, DC; Department of Medicine (A.B.), Georgetown University, Washington, DC; Division of Hematology and Oncology (P.D.), Weill Cornell Medicine, New York; Department of Social Sciences and Health Policy (K.M.H.), Wake Forest University School of Medicine, Winston-Salem, NC; Cardiology Division (M.C.H.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (M.C.H., P.N.), Broad Institute of Harvard and MIT, Cambridge, MA; Department of Pathology (S.J.), Stanford University School of Medicine, CA; Cardiovascular Research Center and Center for Genomic Medicine (P.N.), Massachusetts General Hospital, Boston; Department of Medicine (P.N.), Harvard Medical School, Boston; Division of Genetic Medicine (A.G.B.), Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Division of Public Health Sciences (C.K., A.P.R.), Fred Hutchinson Cancer Center, Seattle, WA; Department of Medicine (J.E.M.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Epidemiology (A.P.R.), University of Washington, Seattle; and Department of Medicine (E.A.W.), School of Medicine, University of North Carolina, Chapel Hill
| | - Pradeep Natarajan
- From the Department of Epidemiology (K.M.A., J.M.C., S.-A.M.L., J.D.S., R.G., E.A.W.), Gillings School of Global Public Health, University of North Carolina, Chapel Hill; Brown University (S.F.B.), Providence, RI; Department of Population Health (G.G.S.), University of North Dakota School of Medicine & Health Sciences, Grand Forks; Department of Neurology (D.Y.H.), School of Medicine, University of North Carolina, Chapel Hill; Program in Public Health (J.R.M.), Stony Brook University, Stony Brook, NY; Division of Oncological Sciences (Z.Z.), Knight Cancer Institute, Oregon Health & Science University, Portland; Department of Cardiology (A.B.), Medstar Washington Hospital Center, Washington, DC; Department of Medicine (A.B.), Georgetown University, Washington, DC; Division of Hematology and Oncology (P.D.), Weill Cornell Medicine, New York; Department of Social Sciences and Health Policy (K.M.H.), Wake Forest University School of Medicine, Winston-Salem, NC; Cardiology Division (M.C.H.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (M.C.H., P.N.), Broad Institute of Harvard and MIT, Cambridge, MA; Department of Pathology (S.J.), Stanford University School of Medicine, CA; Cardiovascular Research Center and Center for Genomic Medicine (P.N.), Massachusetts General Hospital, Boston; Department of Medicine (P.N.), Harvard Medical School, Boston; Division of Genetic Medicine (A.G.B.), Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Division of Public Health Sciences (C.K., A.P.R.), Fred Hutchinson Cancer Center, Seattle, WA; Department of Medicine (J.E.M.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Epidemiology (A.P.R.), University of Washington, Seattle; and Department of Medicine (E.A.W.), School of Medicine, University of North Carolina, Chapel Hill
| | - Alexander G Bick
- From the Department of Epidemiology (K.M.A., J.M.C., S.-A.M.L., J.D.S., R.G., E.A.W.), Gillings School of Global Public Health, University of North Carolina, Chapel Hill; Brown University (S.F.B.), Providence, RI; Department of Population Health (G.G.S.), University of North Dakota School of Medicine & Health Sciences, Grand Forks; Department of Neurology (D.Y.H.), School of Medicine, University of North Carolina, Chapel Hill; Program in Public Health (J.R.M.), Stony Brook University, Stony Brook, NY; Division of Oncological Sciences (Z.Z.), Knight Cancer Institute, Oregon Health & Science University, Portland; Department of Cardiology (A.B.), Medstar Washington Hospital Center, Washington, DC; Department of Medicine (A.B.), Georgetown University, Washington, DC; Division of Hematology and Oncology (P.D.), Weill Cornell Medicine, New York; Department of Social Sciences and Health Policy (K.M.H.), Wake Forest University School of Medicine, Winston-Salem, NC; Cardiology Division (M.C.H.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (M.C.H., P.N.), Broad Institute of Harvard and MIT, Cambridge, MA; Department of Pathology (S.J.), Stanford University School of Medicine, CA; Cardiovascular Research Center and Center for Genomic Medicine (P.N.), Massachusetts General Hospital, Boston; Department of Medicine (P.N.), Harvard Medical School, Boston; Division of Genetic Medicine (A.G.B.), Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Division of Public Health Sciences (C.K., A.P.R.), Fred Hutchinson Cancer Center, Seattle, WA; Department of Medicine (J.E.M.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Epidemiology (A.P.R.), University of Washington, Seattle; and Department of Medicine (E.A.W.), School of Medicine, University of North Carolina, Chapel Hill
| | - Charles Kooperberg
- From the Department of Epidemiology (K.M.A., J.M.C., S.-A.M.L., J.D.S., R.G., E.A.W.), Gillings School of Global Public Health, University of North Carolina, Chapel Hill; Brown University (S.F.B.), Providence, RI; Department of Population Health (G.G.S.), University of North Dakota School of Medicine & Health Sciences, Grand Forks; Department of Neurology (D.Y.H.), School of Medicine, University of North Carolina, Chapel Hill; Program in Public Health (J.R.M.), Stony Brook University, Stony Brook, NY; Division of Oncological Sciences (Z.Z.), Knight Cancer Institute, Oregon Health & Science University, Portland; Department of Cardiology (A.B.), Medstar Washington Hospital Center, Washington, DC; Department of Medicine (A.B.), Georgetown University, Washington, DC; Division of Hematology and Oncology (P.D.), Weill Cornell Medicine, New York; Department of Social Sciences and Health Policy (K.M.H.), Wake Forest University School of Medicine, Winston-Salem, NC; Cardiology Division (M.C.H.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (M.C.H., P.N.), Broad Institute of Harvard and MIT, Cambridge, MA; Department of Pathology (S.J.), Stanford University School of Medicine, CA; Cardiovascular Research Center and Center for Genomic Medicine (P.N.), Massachusetts General Hospital, Boston; Department of Medicine (P.N.), Harvard Medical School, Boston; Division of Genetic Medicine (A.G.B.), Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Division of Public Health Sciences (C.K., A.P.R.), Fred Hutchinson Cancer Center, Seattle, WA; Department of Medicine (J.E.M.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Epidemiology (A.P.R.), University of Washington, Seattle; and Department of Medicine (E.A.W.), School of Medicine, University of North Carolina, Chapel Hill
| | - JoAnn E Manson
- From the Department of Epidemiology (K.M.A., J.M.C., S.-A.M.L., J.D.S., R.G., E.A.W.), Gillings School of Global Public Health, University of North Carolina, Chapel Hill; Brown University (S.F.B.), Providence, RI; Department of Population Health (G.G.S.), University of North Dakota School of Medicine & Health Sciences, Grand Forks; Department of Neurology (D.Y.H.), School of Medicine, University of North Carolina, Chapel Hill; Program in Public Health (J.R.M.), Stony Brook University, Stony Brook, NY; Division of Oncological Sciences (Z.Z.), Knight Cancer Institute, Oregon Health & Science University, Portland; Department of Cardiology (A.B.), Medstar Washington Hospital Center, Washington, DC; Department of Medicine (A.B.), Georgetown University, Washington, DC; Division of Hematology and Oncology (P.D.), Weill Cornell Medicine, New York; Department of Social Sciences and Health Policy (K.M.H.), Wake Forest University School of Medicine, Winston-Salem, NC; Cardiology Division (M.C.H.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (M.C.H., P.N.), Broad Institute of Harvard and MIT, Cambridge, MA; Department of Pathology (S.J.), Stanford University School of Medicine, CA; Cardiovascular Research Center and Center for Genomic Medicine (P.N.), Massachusetts General Hospital, Boston; Department of Medicine (P.N.), Harvard Medical School, Boston; Division of Genetic Medicine (A.G.B.), Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Division of Public Health Sciences (C.K., A.P.R.), Fred Hutchinson Cancer Center, Seattle, WA; Department of Medicine (J.E.M.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Epidemiology (A.P.R.), University of Washington, Seattle; and Department of Medicine (E.A.W.), School of Medicine, University of North Carolina, Chapel Hill
| | - Alexander P Reiner
- From the Department of Epidemiology (K.M.A., J.M.C., S.-A.M.L., J.D.S., R.G., E.A.W.), Gillings School of Global Public Health, University of North Carolina, Chapel Hill; Brown University (S.F.B.), Providence, RI; Department of Population Health (G.G.S.), University of North Dakota School of Medicine & Health Sciences, Grand Forks; Department of Neurology (D.Y.H.), School of Medicine, University of North Carolina, Chapel Hill; Program in Public Health (J.R.M.), Stony Brook University, Stony Brook, NY; Division of Oncological Sciences (Z.Z.), Knight Cancer Institute, Oregon Health & Science University, Portland; Department of Cardiology (A.B.), Medstar Washington Hospital Center, Washington, DC; Department of Medicine (A.B.), Georgetown University, Washington, DC; Division of Hematology and Oncology (P.D.), Weill Cornell Medicine, New York; Department of Social Sciences and Health Policy (K.M.H.), Wake Forest University School of Medicine, Winston-Salem, NC; Cardiology Division (M.C.H.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (M.C.H., P.N.), Broad Institute of Harvard and MIT, Cambridge, MA; Department of Pathology (S.J.), Stanford University School of Medicine, CA; Cardiovascular Research Center and Center for Genomic Medicine (P.N.), Massachusetts General Hospital, Boston; Department of Medicine (P.N.), Harvard Medical School, Boston; Division of Genetic Medicine (A.G.B.), Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Division of Public Health Sciences (C.K., A.P.R.), Fred Hutchinson Cancer Center, Seattle, WA; Department of Medicine (J.E.M.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Epidemiology (A.P.R.), University of Washington, Seattle; and Department of Medicine (E.A.W.), School of Medicine, University of North Carolina, Chapel Hill
| | - Eric A Whitsel
- From the Department of Epidemiology (K.M.A., J.M.C., S.-A.M.L., J.D.S., R.G., E.A.W.), Gillings School of Global Public Health, University of North Carolina, Chapel Hill; Brown University (S.F.B.), Providence, RI; Department of Population Health (G.G.S.), University of North Dakota School of Medicine & Health Sciences, Grand Forks; Department of Neurology (D.Y.H.), School of Medicine, University of North Carolina, Chapel Hill; Program in Public Health (J.R.M.), Stony Brook University, Stony Brook, NY; Division of Oncological Sciences (Z.Z.), Knight Cancer Institute, Oregon Health & Science University, Portland; Department of Cardiology (A.B.), Medstar Washington Hospital Center, Washington, DC; Department of Medicine (A.B.), Georgetown University, Washington, DC; Division of Hematology and Oncology (P.D.), Weill Cornell Medicine, New York; Department of Social Sciences and Health Policy (K.M.H.), Wake Forest University School of Medicine, Winston-Salem, NC; Cardiology Division (M.C.H.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (M.C.H., P.N.), Broad Institute of Harvard and MIT, Cambridge, MA; Department of Pathology (S.J.), Stanford University School of Medicine, CA; Cardiovascular Research Center and Center for Genomic Medicine (P.N.), Massachusetts General Hospital, Boston; Department of Medicine (P.N.), Harvard Medical School, Boston; Division of Genetic Medicine (A.G.B.), Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Division of Public Health Sciences (C.K., A.P.R.), Fred Hutchinson Cancer Center, Seattle, WA; Department of Medicine (J.E.M.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Epidemiology (A.P.R.), University of Washington, Seattle; and Department of Medicine (E.A.W.), School of Medicine, University of North Carolina, Chapel Hill
| |
Collapse
|
34
|
Vlasschaert C, Buttigieg M, Pershad Y, Lanktree M, Aldrich MC, Rauh MJ, Bick AG. Clonal hematopoiesis of indeterminate potential-associated non-small cell lung cancer risk is potentiated by small particulate matter air pollution among non-smokers: a novel somatic variant-environment interaction. medRxiv 2024:2024.01.17.24301439. [PMID: 38293139 PMCID: PMC10827270 DOI: 10.1101/2024.01.17.24301439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Abstract
Small particulate matter air pollution (PM 2.5 ) is a recognized driver of non-small cell lung cancer (NSCLC) among non-smoking individuals. Inhaled PM 2.5 recruits pro-inflammatory macrophages to the air-lung interface, which promotes malignant lung epithelial cell growth and progression to overt cancer. We sought to determine whether clonal hematopoiesis of indeterminate potential (CHIP), a common age-related condition characterized by hyperinflammatory macrophages, exacerbates PM 2.5 -associated NSCLC in non-smokers using genetic, environmental, and phenotypic data from 413,901 individuals in the UK Biobank. Among non-smokers, PM 2.5 is not associated with NSCLC and not associated with prevalence of CHIP, but CHIP is associated with a doubling of NSCLC risk (hazard ratio (HR) 2.01, 95% confidence interval (CI): 1.34-3.00). Moreover, CHIP-associated NSCLC risk is exacerbated in the setting of above-median PM 2.5 levels (HR 2.70, 95% CI: 1.60-4.55). PM 2.5 × CHIP is also associated with significantly greater markers of systemic inflammation (CRP, IL-6, and IL-1β) than expected. Altogether, these results suggest CHIP and PM 2.5 form a novel gene × environment interaction promoting NSCLC tumorigenesis in non-smokers.
Collapse
|
35
|
Zhang L, Hsu JI, Braekeleer ED, Chen CW, Patel TD, Martell AG, Guzman AG, Wohlan K, Waldvogel SM, Urya H, Tovy A, Callen E, Murdaugh R, Richard R, Jansen S, Vissers L, de Vries BB, Nussenzweig A, Huang S, Coarfa C, Anastas JN, Takahashi K, Vassiliou G, Goodell MA. SOD1 is a synthetic lethal target in PPM1D-mutant leukemia cells. bioRxiv 2024:2023.08.31.555634. [PMID: 37693622 PMCID: PMC10491179 DOI: 10.1101/2023.08.31.555634] [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: 09/12/2023]
Abstract
The DNA damage response is critical for maintaining genome integrity and is commonly disrupted in the development of cancer. PPM1D (protein phosphatase, Mg2+/Mn2+ dependent 1D) is a master negative regulator of the response; gain-of-function mutations and amplifications of PPM1D are found across several human cancers making it a relevant pharmacologic target. Here, we used CRISPR/Cas9 screening to identify synthetic-lethal dependencies of PPM1D, uncovering superoxide dismutase-1 (SOD1) as a potential target for PPM1D-mutant cells. We revealed a dysregulated redox landscape characterized by elevated levels of reactive oxygen species and a compromised response to oxidative stress in PPM1D-mutant cells. Altogether, our results demonstrate the protective role of SOD1 against oxidative stress in PPM1D-mutant leukemia cells and highlight a new potential therapeutic strategy against PPM1D-mutant cancers.
Collapse
Affiliation(s)
- Linda Zhang
- Translational Biology and Molecular Medicine Graduate Program, Baylor College of Medicine, Houston, TX
- Medical Scientist Training Program, Baylor College of Medicine, Houston, TX
- Stem Cells and Regenerative Medicine Center, Baylor College of Medicine, Houston TX
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX
- Center for Cell and Gene Therapy, Houston, TX
| | - Joanne I. Hsu
- Translational Biology and Molecular Medicine Graduate Program, Baylor College of Medicine, Houston, TX
- Medical Scientist Training Program, Baylor College of Medicine, Houston, TX
- Stem Cells and Regenerative Medicine Center, Baylor College of Medicine, Houston TX
| | - Etienne D. Braekeleer
- Department of Haematology, Wellcome-MRC Cambridge Stem Cell Institute, University of Cambridge
| | - Chun-Wei Chen
- Stem Cells and Regenerative Medicine Center, Baylor College of Medicine, Houston TX
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX
- Center for Cell and Gene Therapy, Houston, TX
- Integrated Molecular and Biomedical Sciences Graduate Program, Baylor College of Medicine, Houston, TX
| | - Tajhal D. Patel
- Texas Children’s Hospital Department of Hematology/Oncology, Baylor College of Medicine, Houston, TX
| | - Alejandra G. Martell
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX
| | - Anna G. Guzman
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX
| | - Katharina Wohlan
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX
| | - Sarah M. Waldvogel
- Medical Scientist Training Program, Baylor College of Medicine, Houston, TX
- Stem Cells and Regenerative Medicine Center, Baylor College of Medicine, Houston TX
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX
- Center for Cell and Gene Therapy, Houston, TX
- Cancer and Cell Biology Graduate Program, Baylor College of Medicine, Houston, TX
| | - Hidetaka Urya
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ayala Tovy
- Stem Cells and Regenerative Medicine Center, Baylor College of Medicine, Houston TX
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX
- Center for Cell and Gene Therapy, Houston, TX
| | - Elsa Callen
- Laboratory of Genome Integrity, National Cancer Institute, National Institute of Health, Bethesda, MD
| | - Rebecca Murdaugh
- Stem Cells and Regenerative Medicine Center, Baylor College of Medicine, Houston TX
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX
- Center for Cell and Gene Therapy, Houston, TX
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX
| | - Rosemary Richard
- Stem Cells and Regenerative Medicine Center, Baylor College of Medicine, Houston TX
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX
- Center for Cell and Gene Therapy, Houston, TX
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX
| | - Sandra Jansen
- Donders Centre for Neuroscience, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Lisenka Vissers
- Donders Centre for Neuroscience, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Bert B.A. de Vries
- Donders Centre for Neuroscience, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Andre Nussenzweig
- Cancer and Cell Biology Graduate Program, Baylor College of Medicine, Houston, TX
| | - Shixia Huang
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX
- Department of Education, Innovation and Technology, Advanced Technology Cores
| | - Cristian Coarfa
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX
| | - Jamie N. Anastas
- Stem Cells and Regenerative Medicine Center, Baylor College of Medicine, Houston TX
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX
- Center for Cell and Gene Therapy, Houston, TX
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX
| | - Koichi Takahashi
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX
- Department of Education, Innovation and Technology, Advanced Technology Cores
| | - George Vassiliou
- Department of Haematology, Wellcome-MRC Cambridge Stem Cell Institute, University of Cambridge
| | - Margaret A. Goodell
- Stem Cells and Regenerative Medicine Center, Baylor College of Medicine, Houston TX
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX
- Center for Cell and Gene Therapy, Houston, TX
| |
Collapse
|
36
|
Sayin AZ, Abali Z, Senyuz S, Cankara F, Gursoy A, Keskin O. Conformational diversity and protein-protein interfaces in drug repurposing in Ras signaling pathway. Sci Rep 2024; 14:1239. [PMID: 38216592 PMCID: PMC10786864 DOI: 10.1038/s41598-023-50913-8] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 12/27/2023] [Indexed: 01/14/2024] Open
Abstract
We focus on drug repurposing in the Ras signaling pathway, considering structural similarities of protein-protein interfaces. The interfaces formed by physically interacting proteins are found from PDB if available and via PRISM (PRotein Interaction by Structural Matching) otherwise. The structural coverage of these interactions has been increased from 21 to 92% using PRISM. Multiple conformations of each protein are used to include protein dynamics and diversity. Next, we find FDA-approved drugs bound to structurally similar protein-protein interfaces. The results suggest that HIV protease inhibitors tipranavir, indinavir, and saquinavir may bind to EGFR and ERBB3/HER3 interface. Tipranavir and indinavir may also bind to EGFR and ERBB2/HER2 interface. Additionally, a drug used in Alzheimer's disease can bind to RAF1 and BRAF interface. Hence, we propose a methodology to find drugs to be potentially used for cancer using a dataset of structurally similar protein-protein interface clusters rather than pockets in a systematic way.
Collapse
Affiliation(s)
- Ahenk Zeynep Sayin
- Department of Chemical and Biological Engineering, College of Engineering, Koc University, Rumeli Feneri Yolu Sariyer, 34450, Istanbul, Turkey
| | - Zeynep Abali
- Graduate School of Science and Engineering, Computational Sciences and Engineering, Koc University, 34450, Istanbul, Turkey
| | - Simge Senyuz
- Graduate School of Science and Engineering, Computational Sciences and Engineering, Koc University, 34450, Istanbul, Turkey
| | - Fatma Cankara
- Graduate School of Science and Engineering, Computational Sciences and Engineering, Koc University, 34450, Istanbul, Turkey
| | - Attila Gursoy
- Department of Computer Engineering, Koc University, 34450, Istanbul, Turkey
| | - Ozlem Keskin
- Department of Chemical and Biological Engineering, College of Engineering, Koc University, Rumeli Feneri Yolu Sariyer, 34450, Istanbul, Turkey.
| |
Collapse
|
37
|
de Andrade KC, Strande NT, Kim J, Haley JS, Hatton JN, Frone MN, Khincha PP, Thone GM, Mirshahi UL, Schneider C, Desai H, Dove JT, Smelser DT, Levine AJ, Maxwell KN, Stewart DR, Carey DJ, Savage SA. Genome-first approach of the prevalence and cancer phenotypes of pathogenic or likely pathogenic germline TP53 variants. HGG Adv 2024; 5:100242. [PMID: 37777824 PMCID: PMC10589747 DOI: 10.1016/j.xhgg.2023.100242] [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: 07/26/2023] [Revised: 09/20/2023] [Accepted: 09/20/2023] [Indexed: 10/02/2023] Open
Abstract
Pathogenic or likely pathogenic (P/LP) germline TP53 variants are the primary cause of Li-Fraumeni syndrome (LFS), a hereditary cancer predisposition disorder characterized by early-onset cancers. The population prevalence of P/LP germline TP53 variants is estimated to be approximately one in every 3,500 to 20,000 individuals. However, these estimates are likely impacted by ascertainment biases and lack of clinical and genetic data to account for potential confounding factors, such as clonal hematopoiesis. Genome-first approaches of cohorts linked to phenotype data can further refine these estimates by identifying individuals with variants of interest and then assessing their phenotypes. This study evaluated P/LP germline (variant allele fraction ≥30%) TP53 variants in three cohorts: UK Biobank (UKB, n = 200,590), Geisinger (n = 170,503), and Penn Medicine Biobank (PMBB, n = 43,731). A total of 109 individuals were identified with P/LP germline TP53 variants across the three databases. The TP53 p.R181H variant was the most frequently identified (9 of 109 individuals, 8%). A total of 110 cancers, including 47 hematologic cancers (47 of 110, 43%), were reported in 71 individuals. The prevalence of P/LP germline TP53 variants was conservatively estimated as 1:10,439 in UKB, 1:3,790 in Geisinger, and 1:2,983 in PMBB. These estimates were calculated after excluding related individuals and accounting for the potential impact of clonal hematopoiesis by excluding heterozygotes who ever developed a hematologic cancer. These varying estimates likely reflect intrinsic selection biases of each database, such as healthcare or population-based contexts. Prospective studies of diverse, young cohorts are required to better understand the population prevalence of germline TP53 variants and their associated cancer penetrance.
Collapse
Affiliation(s)
- Kelvin C de Andrade
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
| | - Natasha T Strande
- Department of Genomic Health, Geisinger Clinic, Geisinger, Danville, PA, USA
| | - Jung Kim
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Jeremy S Haley
- Department of Genomic Health, Geisinger Clinic, Geisinger, Danville, PA, USA
| | - Jessica N Hatton
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Megan N Frone
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Payal P Khincha
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Gretchen M Thone
- Department of Genomic Health, Geisinger Clinic, Geisinger, Danville, PA, USA
| | - Uyenlinh L Mirshahi
- Department of Genomic Health, Geisinger Clinic, Geisinger, Danville, PA, USA
| | - Cynthia Schneider
- Division of Hematology/Oncology, Department of Medicine and Department of Genetics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Heena Desai
- Division of Hematology/Oncology, Department of Medicine and Department of Genetics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - James T Dove
- Department of Genomic Health, Geisinger Clinic, Geisinger, Danville, PA, USA
| | - Diane T Smelser
- Department of Genomic Health, Geisinger Clinic, Geisinger, Danville, PA, USA
| | - Arnold J Levine
- Simons Center for Systems Biology, Institute for Advanced Study, Princeton, NJ, USA
| | - Kara N Maxwell
- Division of Hematology/Oncology, Department of Medicine and Department of Genetics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Douglas R Stewart
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - David J Carey
- Department of Genomic Health, Geisinger Clinic, Geisinger, Danville, PA, USA
| | - Sharon A Savage
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| |
Collapse
|
38
|
Ronchini C, Caprioli C, Tunzi G, D’Amico FF, Colombo E, Giani M, Foti G, Conconi D, Lavitrano M, Passerini R, Pase L, Capizzi S, Mastrilli F, Alcalay M, Orecchia R, Natoli G, Pelicci PG. High-sensitivity analysis of clonal hematopoiesis reveals increased clonal complexity of potential-driver mutations in severe COVID-19 patients. PLoS One 2024; 19:e0282546. [PMID: 38198467 PMCID: PMC10781164 DOI: 10.1371/journal.pone.0282546] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 11/27/2023] [Indexed: 01/12/2024] Open
Abstract
Whether Clonal Hematopoiesis (CH) represents a risk factor for severity of the COVID-19 disease remains a controversial issue. We report the first high- sensitivity analysis of CH in COVID-19 patients (threshold of detection at 0.5% vs 1 or 2% in previous studies). We analyzed 24 patients admitted to ICU for COVID-19 (COV-ICU) and 19 controls, including healthy subjects and asymptomatic SARS-CoV2-positive individuals. Despite the significantly higher numbers of CH mutations identified (80% mutations with <2% variant allele frequency, VAF), we did not find significant differences between COV-ICU patients and controls in the prevalence of CH or in the numbers, VAF or functional categories of the mutated genes, suggesting that CH is not overrepresented in patients with COVID-19. However, when considering potential drivers CH mutations (CH-PD), COV-ICU patients showed higher clonal complexity, in terms of both mutation numbers and VAF, and enrichment of variants reported in myeloid neoplasms. However, we did not score an impact of increased CH-PD on patient survival or clinical parameters associated with inflammation. These data suggest that COVID-19 influence the clonal composition of the peripheral blood and call for further investigations addressing the potential long-term clinical impact of CH on people experiencing severe COVID-19. We acknowledge that it will indispensable to perform further studies on larger patient cohorts in order to validate and generalize our conclusions. Moreover, we performed CH analysis at a single time point. It will be necessary to consider longitudinal approaches with long periods of follow-up in order to assess if the COVID-19 disease could have an impact on the evolution of CH and long-term consequences in patients that experienced severe COVID-19.
Collapse
Affiliation(s)
- Chiara Ronchini
- Clinical Genomics, European Institute of Oncology IRCCS, Milan, Italy
| | - Chiara Caprioli
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Gianleo Tunzi
- Clinical Genomics, European Institute of Oncology IRCCS, Milan, Italy
| | | | - Emanuela Colombo
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Marco Giani
- School of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
- Department of Emergency and Intensive Care, Ospedale San Gerardo, Monza, Italy
| | - Giuseppe Foti
- School of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
- Department of Emergency and Intensive Care, Ospedale San Gerardo, Monza, Italy
| | - Donatella Conconi
- School of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | | | - Rita Passerini
- Division of Laboratory Medicine, European Institute of Oncology IRCCS, Milan, Italy
| | - Luca Pase
- Occupational Medicine, European Institute of Oncology IRCCS, Milan, Italy
| | - Silvio Capizzi
- Medical Administration, CMO, IEO, European Institute of Oncology, IRCCS, Milan, Italy
| | - Fabrizio Mastrilli
- Medical Administration, CMO, IEO, European Institute of Oncology, IRCCS, Milan, Italy
| | - Myriam Alcalay
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Roberto Orecchia
- Scientific Directorate, European Institute of Oncology IRCCS, Milan, Italy
| | - Gioacchino Natoli
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Pier Giuseppe Pelicci
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| |
Collapse
|
39
|
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.
Collapse
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
| |
Collapse
|
40
|
Nuttall Musson E, Miller RE, Mansour MR, Lockley M, Ledermann JA, Payne EM. Monitoring clone dynamics and reversibility in clonal haematopoiesis and myelodysplastic neoplasm associated with PARP inhibitor therapy-a role for early monitoring and intervention. Leukemia 2024; 38:215-218. [PMID: 37978317 PMCID: PMC10776406 DOI: 10.1038/s41375-023-02040-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 08/14/2023] [Accepted: 09/13/2023] [Indexed: 11/19/2023]
Affiliation(s)
| | - Rowan E Miller
- University College London Hospitals NHS Foundation Trust, London, UK
| | - Marc R Mansour
- UCL Cancer Institute, London, UK
- University College London Hospitals NHS Foundation Trust, London, UK
| | - Michelle Lockley
- University College London Hospitals NHS Foundation Trust, London, UK
- Centre for Cancer Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Jonathan A Ledermann
- UCL Cancer Institute, London, UK
- University College London Hospitals NHS Foundation Trust, London, UK
| | - Elspeth M Payne
- UCL Cancer Institute, London, UK
- University College London Hospitals NHS Foundation Trust, London, UK
| |
Collapse
|
41
|
Nyamondo K, Wheadon H. Micro-environment alterations through time leading to myeloid malignancies. Br J Pharmacol 2024; 181:283-294. [PMID: 35844165 DOI: 10.1111/bph.15924] [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] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 03/22/2022] [Accepted: 06/30/2022] [Indexed: 11/29/2022] Open
Abstract
The micro-environment plays a critical role in haematopoietic stem cell (HSC) development, self-renewal, differentiation and maintenance by providing a supportive cellular framework and essential molecular cues to sustain homeostasis. In ageing and development of age-related clonal haematopoiesis, the combined contribution of intrinsic alterations in haematopoietic stem cells and their surrounding micro-environment can promote myeloid skewing and release of pro-inflammatory cytokines. A pro-inflammatory micro-environment is a common feature in the initiation and sustenance of several myeloid malignancies. Furthermore, remodelling of the micro-environment is recognized to potentiate the survival of malignant over normal cells. This review explores micro-environmental interactions in the haematopoietic system of adults, especially how the bone marrow micro-environment is impacted by ageing, the onset of age-related clonal haematopoiesis and the development of myeloid malignancies. In addition, we also discuss the possible role age-related clonal haematopoiesis and chronic inflammatory conditions play in altering the bone marrow micro-environment dynamics. Finally, we explore the importance of in vitro models that accurately mimic different aspects of the bone marrow micro-environment in order to study normal and malignant haematopoiesis. LINKED ARTICLES: This article is part of a themed issue on Cancer Microenvironment and Pharmacological Interventions. To view the other articles in this section visit http://onlinelibrary.wiley.com/doi/10.1111/bph.v181.2/issuetoc.
Collapse
Affiliation(s)
- Kudzai Nyamondo
- Paul O'Gorman Leukaemia Research Centre, Gartnavel Hospital, University of Glasgow, Glasgow, UK
| | - Helen Wheadon
- Paul O'Gorman Leukaemia Research Centre, Gartnavel Hospital, University of Glasgow, Glasgow, UK
| |
Collapse
|
42
|
Abstract
ABSTRACT Clonal hematopoiesis (CH) is described as the outsized contribution of expanded clones of hematopoietic stem and progenitor cells (HSPCs) to blood cell production. The prevalence of CH increases dramatically with age. CH can be caused by somatic mutations in individual genes or by gains and/or losses of larger chromosomal segments. CH is a premalignant state; the somatic mutations detected in CH are the initiating mutations for hematologic malignancies, and CH is a strong predictor of the development of blood cancers. Moreover, CH is associated with nonmalignant disorders and increased overall mortality. The somatic mutations that drive clonal expansion of HSPCs can alter the function of terminally differentiated blood cells, including the release of elevated levels of inflammatory cytokines. These cytokines may then contribute to a broad range of inflammatory disorders that increase in prevalence with age. Specific somatic mutations in the peripheral blood in coordination with blood count parameters can powerfully predict the development of hematologic malignancies and overall mortality in CH. In this review, we summarize the current understanding of CH nosology and origins. We provide an overview of available tools for risk stratification and discuss management strategies for patients with CH presenting to hematology clinics.
Collapse
Affiliation(s)
- Lachelle D. Weeks
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Center for Early Detection and Interception of Blood Cancers, Dana-Farber Cancer Institute, Boston, MA
- Department of Medicine, Harvard Medical School, Boston, MA
| | - Benjamin L. Ebert
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Center for Early Detection and Interception of Blood Cancers, Dana-Farber Cancer Institute, Boston, MA
- Department of Medicine, Harvard Medical School, Boston, MA
- Howard Hughes Medical Institute, Boston, MA
| |
Collapse
|
43
|
Rodriguez JE, Micol JB, Baldini C. Exploring clonal hematopoiesis and its impact on aging, cancer, and patient care. Aging (Albany NY) 2023; 15:14507-14508. [PMID: 38127001 PMCID: PMC10781450 DOI: 10.18632/aging.205404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 10/02/2023] [Indexed: 12/23/2023]
|
44
|
Mouhieddine TH, Nzerem C, Redd R, Dunford A, Leventhal M, Sklavenitis-Pistofidis R, Tahri S, El-Khoury H, Steensma DP, Ebert BL, Soiffer RJ, Keats JJ, Mehr S, Auclair D, Ghobrial IM, Sperling AS, Stewart C, Getz G. Clinical Outcomes and Evolution of Clonal Hematopoiesis in Patients with Newly Diagnosed Multiple Myeloma. Cancer Res Commun 2023; 3:2560-2571. [PMID: 38019104 PMCID: PMC10730502 DOI: 10.1158/2767-9764.crc-23-0093] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 10/23/2023] [Accepted: 11/22/2023] [Indexed: 11/30/2023]
Abstract
Clonal hematopoiesis (CH) at time of autologous stem cell transplant (ASCT) has been shown to be associated with decreased overall survival (OS) and progression-free survival (PFS) in patients with multiple myeloma not receiving immunomodulatory drugs (IMiD). However, the significance of CH in newly diagnosed patients, including transplant ineligible patients, and its effect on clonal evolution during multiple myeloma therapy in the era of novel agents, has not been well studied. Using our new algorithm to differentiate tumor and germline mutations from CH, we detected CH in approximately 10% of 986 patients with multiple myeloma from the Clinical Outcomes in MM to Personal Assessment of Genetic Profile (CoMMpass) cohort (40/529 transplanted and 59/457 non-transplanted patients). CH was associated with increased age, risk of recurrent bacterial infections and cardiovascular disease. CH at time of multiple myeloma diagnosis was not associated with inferior OS or PFS regardless of undergoing ASCT, and all patients benefited from IMiD-based therapies, irrespective of the presence of CH. Serial sampling of 52 patients revealed the emergence of CH over a median of 3 years of treatment, increasing its prevalence to 25%, mostly with DNMT3A mutations. SIGNIFICANCE Using our algorithm to differentiate tumor and germline mutations from CH mutations, we detected CH in approximately 10% of patients with newly diagnosed myeloma, including both transplant eligible and ineligible patients. Receiving IMiDs improved outcomes irrespective of CH status, but the prevalence of CH significantly rose throughout myeloma-directed therapy.
Collapse
Affiliation(s)
- Tarek H. Mouhieddine
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Division of Hematology and Medical Oncology, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Chidimma Nzerem
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Robert Redd
- Department of Data Sciences, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Andrew Dunford
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | | | - Romanos Sklavenitis-Pistofidis
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Sabrin Tahri
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Department of Hematology, Erasmus MC Cancer Centre, Rotterdam, the Netherlands
| | - Habib El-Khoury
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - David P. Steensma
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Benjamin L. Ebert
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Robert J. Soiffer
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Jonathan J. Keats
- Integrated Cancer Genomics Division, Translational Genomics Research Institute, Phoenix, Arizona
| | - Shaadi Mehr
- Multiple Myeloma Research Foundation, Norwalk, Connecticut
| | - Daniel Auclair
- Multiple Myeloma Research Foundation, Norwalk, Connecticut
| | - Irene M. Ghobrial
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Adam S. Sperling
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Division of Hematology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Chip Stewart
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Gad Getz
- Harvard Medical School, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Cancer Center and Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts
| |
Collapse
|
45
|
Cacic AM, Schulz FI, Germing U, Dietrich S, Gattermann N. Molecular and clinical aspects relevant for counseling individuals with clonal hematopoiesis of indeterminate potential. Front Oncol 2023; 13:1303785. [PMID: 38162500 PMCID: PMC10754976 DOI: 10.3389/fonc.2023.1303785] [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: 09/28/2023] [Accepted: 11/28/2023] [Indexed: 01/03/2024] Open
Abstract
Clonal hematopoiesis of indeterminate potential (CHIP) has fascinated the medical community for some time. Discovered about a decade ago, this phenomenon links age-related alterations in hematopoiesis not only to the later development of hematological malignancies but also to an increased risk of early-onset cardiovascular disease and some other disorders. CHIP is detected in the blood and is characterized by clonally expanded somatic mutations in cancer-associated genes, predisposing to the development of hematologic neoplasms such as MDS and AML. CHIP-associated mutations often involve DNA damage repair genes and are frequently observed following prior cytotoxic cancer therapy. Genetic predisposition seems to be a contributing factor. It came as a surprise that CHIP significantly elevates the risk of myocardial infarction and stroke, and also contributes to heart failure and pulmonary hypertension. Meanwhile, evidence of mutant clonal macrophages in vessel walls and organ parenchyma helps to explain the pathophysiology. Besides aging, there are some risk factors promoting the appearance of CHIP, such as smoking, chronic inflammation, chronic sleep deprivation, and high birth weight. This article describes fundamental aspects of CHIP and explains its association with hematologic malignancies, cardiovascular disorders, and other medical conditions, while also exploring potential progress in the clinical management of affected individuals. While it is important to diagnose conditions that can lead to adverse, but potentially preventable, effects, it is equally important not to stress patients by confronting them with disconcerting findings that cannot be remedied. Individuals with diagnosed or suspected CHIP should receive counseling in a specialized outpatient clinic, where professionals from relevant medical specialties may help them to avoid the development of CHIP-related health problems. Unfortunately, useful treatments and clinical guidelines for managing CHIP are still largely lacking. However, there are some promising approaches regarding the management of cardiovascular disease risk. In the future, strategies aimed at restoration of gene function or inhibition of inflammatory mediators may become an option.
Collapse
Affiliation(s)
- Anna Maria Cacic
- Department of Hematology, Oncology and Clinical Immunology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine Universität Düsseldorf, Düsseldorf, Germany
- Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Düsseldorf, Germany
| | - Felicitas Isabel Schulz
- Department of Hematology, Oncology and Clinical Immunology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine Universität Düsseldorf, Düsseldorf, Germany
- Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Düsseldorf, Germany
| | - Ulrich Germing
- Department of Hematology, Oncology and Clinical Immunology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine Universität Düsseldorf, Düsseldorf, Germany
- Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Düsseldorf, Germany
| | - Sascha Dietrich
- Department of Hematology, Oncology and Clinical Immunology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine Universität Düsseldorf, Düsseldorf, Germany
- Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Düsseldorf, Germany
| | - Norbert Gattermann
- Department of Hematology, Oncology and Clinical Immunology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine Universität Düsseldorf, Düsseldorf, Germany
- Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Düsseldorf, Germany
| |
Collapse
|
46
|
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.
Collapse
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
| |
Collapse
|
47
|
Seipel K, Frey M, Nilius H, Akhoundova D, Banz Y, Bacher U, Pabst T. Low-Frequency PPM1D Gene Mutations Affect Treatment Response to CD19-Targeted CAR T-Cell Therapy in Large B-Cell Lymphoma. Curr Oncol 2023; 30:10463-10476. [PMID: 38132396 PMCID: PMC10742331 DOI: 10.3390/curroncol30120762] [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: 10/23/2023] [Revised: 11/20/2023] [Accepted: 12/08/2023] [Indexed: 12/23/2023] Open
Abstract
Chimeric antigen receptor T (CAR T)-cell therapy has become a standard treatment option for patients with relapsed or refractory diffuse large B-cell lymphoma (r/r DLBCL). Mutations in the PPM1D gene, a frequent driver alteration in clonal hematopoiesis (CH), lead to a gain of function of PPM1D/Wip1 phosphatase, impairing p53-dependent G1 checkpoint and promoting cell proliferation. The presence of PPM1D mutations has been correlated with reduced response to standard chemotherapy in lymphoma patients. In this study, we analyzed the impact of low-frequency PPM1D mutations on the safety and efficacy of CD19-targeted CAR T-cell therapy in a cohort of 85 r/r DLBCL patients. In this cohort, the prevalence of PPM1D gene mutations was 20% with a mean variant allele frequency (VAF) of 0.052 and a median VAF of 0.036. CAR T-induced cytokine release syndrome (CRS) and immune effector cell-associated neuro-toxicities (ICANS) occurred at similar frequencies in patients with and without PPM1D mutations. Clinical outcomes were globally worse in the PPM1D mutated (PPM1Dmut) vs. PPM1D wild type (PPM1Dwt) subset. While the prevalent treatment outcome within the PPM1Dwt subgroup was complete remission (56%), the majority of patients within the PPM1Dmut subgroup had only partial remission (60%). Median progression-free survival (PFS) was 3 vs. 12 months (p = 0.07) and median overall survival (OS) was 5 vs. 37 months (p = 0.004) for the PPM1Dmut and PPM1Dwt cohort, respectively. Our data suggest that the occurrence of PPM1D mutations in the context of CH may predict worse outcomes after CD19-targeted CAR T-cell therapy in patients with r/r DLBCL.
Collapse
MESH Headings
- Humans
- Immunotherapy, Adoptive/adverse effects
- Receptors, Chimeric Antigen
- Receptors, Antigen, T-Cell/genetics
- Receptors, Antigen, T-Cell/therapeutic use
- Lymphoma, Large B-Cell, Diffuse/therapy
- Lymphoma, Large B-Cell, Diffuse/drug therapy
- Treatment Outcome
- Antigens, CD19/genetics
- Antigens, CD19/therapeutic use
- Protein Phosphatase 2C/genetics
Collapse
Affiliation(s)
- Katja Seipel
- Department for Biomedical Research (DBMR), University of Bern, 3008 Bern, Switzerland;
- Department of Medical Oncology, University Hospital Bern, 3010 Bern, Switzerland;
| | - Michèle Frey
- Department of Medical Oncology, University Hospital Bern, 3010 Bern, Switzerland;
| | - Henning Nilius
- Department of Clinical Chemistry, University of Bern, 3010 Bern, Switzerland;
| | - Dilara Akhoundova
- Department for Biomedical Research (DBMR), University of Bern, 3008 Bern, Switzerland;
- Department of Medical Oncology, University Hospital Bern, 3010 Bern, Switzerland;
| | - Yara Banz
- Institute of Tissue Medicine and Pathology (IGMP), University of Bern, 3010 Bern, Switzerland;
| | - Ulrike Bacher
- Department of Hematology, University Hospital Bern, 3010 Bern, Switzerland;
| | - Thomas Pabst
- Department of Medical Oncology, University Hospital Bern, 3010 Bern, Switzerland;
| |
Collapse
|
48
|
Landberg N, Köhnke T, Feng Y, Nakauchi Y, Fan AC, Linde MH, Karigane D, Lim K, Sinha R, Malcovati L, Thomas D, Majeti R. IDH1-mutant preleukemic hematopoietic stem cells can be eliminated by inhibition of oxidative phosphorylation. Blood Cancer Discov 2023; 5:731701. [PMID: 38091010 PMCID: PMC10905513 DOI: 10.1158/2643-3230.bcd-23-0195] [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: 09/26/2023] [Revised: 11/03/2023] [Accepted: 12/06/2023] [Indexed: 01/25/2024] Open
Abstract
Rare preleukemic hematopoietic stem cells (pHSCs) harboring only the initiating mutations can be detected at the time of AML diagnosis. pHSCs are the origin of leukemia and a potential reservoir for relapse. Using primary human samples and gene-editing to model isocitrate dehydrogenase 1 (IDH1) mutant pHSCs, we show epigenetic, transcriptional, and metabolic differences between pHSCs and healthy hematopoietic stem cells (HSCs). We confirm that IDH1 driven clonal hematopoiesis is associated with cytopenia, suggesting an inherent defect to fully reconstitute hematopoiesis. Despite giving rise to multilineage engraftment, IDH1-mutant pHSCs exhibited reduced proliferation, blocked differentiation, downregulation of MHC Class II genes, and reprogramming of oxidative phosphorylation metabolism. Critically, inhibition of oxidative phosphorylation resulted in complete eradication of IDH1-mutant pHSCs but not IDH2-mutant pHSCs or wildtype HSCs. Our results indicate that IDH1-mutant preleukemic clones can be targeted with complex I inhibitors, offering a potential strategy to prevent development and relapse of leukemia.
Collapse
Affiliation(s)
- Niklas Landberg
- Department of Medicine, Division of Hematology, Stanford School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California
| | - Thomas Köhnke
- Department of Medicine, Division of Hematology, Stanford School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California
| | - Yang Feng
- Department of Medicine, Division of Hematology, Stanford School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California
| | - Yusuke Nakauchi
- Department of Medicine, Division of Hematology, Stanford School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California
| | - Amy C. Fan
- Department of Medicine, Division of Hematology, Stanford School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California
- Immunology Graduate Program, Stanford University, Stanford, California
| | - Miles H. Linde
- Department of Medicine, Division of Hematology, Stanford School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California
- Immunology Graduate Program, Stanford University, Stanford, California
| | - Daiki Karigane
- Department of Medicine, Division of Hematology, Stanford School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California
| | - Kelly Lim
- Adelaide Medical School, University of Adelaide, Adelaide, Australia
- Precision Medicine, South Australian Health and Medical Research Institute, The University of Adelaide, Adelaide, Australia
| | - Rahul Sinha
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California
| | - Luca Malcovati
- Department of Molecular Medicine, University of Pavia, Pavia, Italy
- Department of Hematology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Daniel Thomas
- Adelaide Medical School, University of Adelaide, Adelaide, Australia
- Precision Medicine, South Australian Health and Medical Research Institute, The University of Adelaide, Adelaide, Australia
| | - Ravindra Majeti
- Department of Medicine, Division of Hematology, Stanford School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California
| |
Collapse
|
49
|
Yun JK, Kim S, An H, Lee GD, Kim HR, Kim YH, Kim DK, Park SI, Choi S, Koh Y. Pre-operative clonal hematopoiesis is related to adverse outcome in lung cancer after adjuvant therapy. Genome Med 2023; 15:111. [PMID: 38087308 PMCID: PMC10714617 DOI: 10.1186/s13073-023-01266-4] [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] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 11/30/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND Clonal hematopoiesis (CH) frequently progresses after chemotherapy or radiotherapy. We evaluated the clinical impact of preoperative CH on the survival outcomes of patients with non-small cell lung cancer (NSCLC) who underwent surgical resection followed by adjuvant therapy. METHODS A total of 415 consecutive patients with NSCLC who underwent surgery followed by adjuvant therapy from 2011 to 2017 were analyzed. CH status was evaluated using targeted deep sequencing of blood samples collected before surgery. To minimize the possible selection bias between the two groups according to CH status, a propensity score matching (PSM) was adopted. Early-stage patients were further analyzed with additional matched cohort of patients who did not receive adjuvant therapy. RESULTS CH was detected in 21% (86/415) of patients with NSCLC before adjuvant therapy. Patients with CH mutations had worse overall survival (OS) than those without (hazard ratio [95% confidence interval] = 1.56 [1.07-2.28], p = 0.020), which remained significant after the multivariable analysis (1.58 [1.08-2.32], p = 0.019). Of note, the presence of CH was associated with non-cancer mortality (p = 0.042) and mortality of unknown origin (p = 0.018). In patients with stage IIB NSCLC, there was a significant interaction on OS between CH and adjuvant therapy after the adjustment with several cofactors through the multivariable analysis (HR 1.19, 95% CI 1.00-1.1.41, p = 0.041). CONCLUSIONS In resected NSCLC, existence of preoperative CH might amplify CH-related adverse outcomes through adjuvant treatments, resulting in poor survival results.
Collapse
Affiliation(s)
- Jae Kwang Yun
- Department of Thoracic and Cardiovascular Surgery, Asan Medical Center, Ulsan University College of Medicine, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, Republic of Korea
| | - Sugyeong Kim
- Genome Opinion Inc., Sungsu SKV1 Center, 1-721, 48, Achasan-Ro 17-Gil, Seongdong-Gu, Seoul, Republic of Korea
| | - Hongyul An
- Genome Opinion Inc., Sungsu SKV1 Center, 1-721, 48, Achasan-Ro 17-Gil, Seongdong-Gu, Seoul, Republic of Korea
| | - Geun Dong Lee
- Department of Thoracic and Cardiovascular Surgery, Asan Medical Center, Ulsan University College of Medicine, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, Republic of Korea
| | - Hyeong Ryul Kim
- Department of Thoracic and Cardiovascular Surgery, Asan Medical Center, Ulsan University College of Medicine, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, Republic of Korea
| | - Yong-Hee Kim
- Department of Thoracic and Cardiovascular Surgery, Asan Medical Center, Ulsan University College of Medicine, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, Republic of Korea
| | - Dong Kwan Kim
- Department of Thoracic and Cardiovascular Surgery, Asan Medical Center, Ulsan University College of Medicine, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, Republic of Korea
| | - Seung-Il Park
- Department of Thoracic and Cardiovascular Surgery, Asan Medical Center, Ulsan University College of Medicine, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, Republic of Korea
| | - Sehoon Choi
- Department of Thoracic and Cardiovascular Surgery, Asan Medical Center, Ulsan University College of Medicine, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, Republic of Korea.
| | - Youngil Koh
- Genome Opinion Inc., Sungsu SKV1 Center, 1-721, 48, Achasan-Ro 17-Gil, Seongdong-Gu, Seoul, Republic of Korea.
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul National University Hospital, 101, Daehak-Ro, Jongno-Gu, Seoul, Republic of Korea.
| |
Collapse
|
50
|
Yan B, Yuan Q, Guryanova OA. Epigenetic Mechanisms in Hematologic Aging and Premalignant Conditions. Epigenomes 2023; 7:32. [PMID: 38131904 PMCID: PMC10743085 DOI: 10.3390/epigenomes7040032] [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: 10/26/2023] [Revised: 11/29/2023] [Accepted: 12/07/2023] [Indexed: 12/23/2023] Open
Abstract
Hematopoietic stem cells (HSCs) are essential for maintaining overall health by continuously generating blood cells throughout an individual's lifespan. However, as individuals age, the hematopoietic system undergoes significant functional decline, rendering them more susceptible to age-related diseases. Growing research evidence has highlighted the critical role of epigenetic regulation in this age-associated decline. This review aims to provide an overview of the diverse epigenetic mechanisms involved in the regulation of normal HSCs during the aging process and their implications in aging-related diseases. Understanding the intricate interplay of epigenetic mechanisms that contribute to aging-related changes in the hematopoietic system holds great potential for the development of innovative strategies to delay the aging process. In fact, interventions targeting epigenetic modifications have shown promising outcomes in alleviating aging-related phenotypes and extending lifespan in various animal models. Small molecule-based therapies and reprogramming strategies enabling epigenetic rejuvenation have emerged as effective approaches for ameliorating or even reversing aging-related conditions. By acquiring a deeper understanding of these epigenetic mechanisms, it is anticipated that interventions can be devised to prevent or mitigate the rates of hematologic aging and associated diseases later in life. Ultimately, these advancements have the potential to improve overall health and enhance the quality of life in aging individuals.
Collapse
Affiliation(s)
- Bowen Yan
- Department of Pharmacology and Therapeutics, College of Medicine, University of Florida, Gainesville, FL 32610, USA;
| | | | - Olga A. Guryanova
- Department of Pharmacology and Therapeutics, College of Medicine, University of Florida, Gainesville, FL 32610, USA;
| |
Collapse
|