1
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Quin C, DeJong EN, Cook EK, Luo YZ, Vlasschaert C, Sadh S, McNaughton AJ, Buttigieg MM, Breznik JA, Kennedy AE, Zhao K, Mewburn J, Dunham-Snary KJ, Hindmarch CC, Bick AG, Archer SL, Rauh MJ, Bowdish DM. Neutrophil-mediated innate immune resistance to bacterial pneumonia is dependent on Tet2 function. J Clin Invest 2024:e171002. [PMID: 38573824 DOI: 10.1172/jci171002] [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] [Indexed: 04/06/2024] Open
Abstract
Individuals with clonal hematopoiesis of indeterminate potential (CHIP) are at increased risk of aging related health conditions and all-cause mortality, but whether CHIP impacts risk of infection is much less clear. Using UK Biobank data, we revealed a positive association between CHIP and incident pneumonia in 438,421 individuals. We show that inflammation enhanced pneumonia risk, as CHIP carriers with a hypomorphic IL6 receptor polymorphism were protected. To better characterize the pathways of susceptibility, we challenged hematopoietic Tet Methylcytosine Dioxygenase 2 knockout (Tet2-/-) and floxed control mice (Tet2f/f) with Streptococcus pneumoniae. As with human CHIP carriers, Tet2-/- mice had hematopoietic abnormalities resulting in the expansion of inflammatory monocytes and neutrophils in peripheral blood. Yet, these cells were insufficient in defending against S. pneumoniae and resulted in increased pathology, impaired bacterial clearance, and higher mortality in Tet2-/- mice. We delineated the transcriptional landscape of Tet2-/- neutrophils and found that while inflammation-related pathways were upregulated in Tet2-/- neutrophils, migration and motility pathways were compromised. Using live-imaging techniques, we demonstrated impairments in motility, pathogen uptake and neutrophil extracellular trap (NET) formation by Tet2-/- neutrophils. Collectively, we show that CHIP is a risk factor for bacterial pneumonia related to innate immune impairments.
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Affiliation(s)
- Candice Quin
- Department of Medicine, Faculty of Health Sciences, McMaster University, Hamilton, Canada
| | - Erica N DeJong
- Department of Medicine, Faculty of Health Sciences, McMaster University, Hamilton, Canada
| | - Elina K Cook
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Canada
| | - Yi Zhen Luo
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Canada
| | - Caitlyn Vlasschaert
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Canada
| | - Sanathan Sadh
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Canada
| | - Amy Jm McNaughton
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Canada
| | - Marco M Buttigieg
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Canada
| | - Jessica A Breznik
- Department of Medicine, Faculty of Health Sciences, McMaster University, Hamilton, Canada
| | - Allison E Kennedy
- Department of Medicine, Faculty of Health Sciences, McMaster University, Hamilton, Canada
| | - Kevin Zhao
- Department of Medicine, Faculty of Health Sciences, McMaster University, Hamilton, Canada
| | - Jeffrey Mewburn
- Department of Medicine, Queen's University, Kingston, Canada
| | | | | | - Alexander G Bick
- Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, United States of America
| | | | - Michael J Rauh
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Canada
| | - Dawn Me Bowdish
- Department of Medicine, Faculty of Health Sciences, McMaster University, Hamilton, Canada
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2
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Vlasschaert C, Robinson-Cohen C, Chen J, Akwo E, Parker AC, Silver SA, Bhatraju PK, Poisner H, Cao S, Jiang M, Wang Y, Niu A, Siew E, Van Amburg JC, Kramer HJ, Kottgen A, Franceschini N, Psaty BM, Tracy RP, Alonso A, Arking DE, Coresh J, Ballantyne CM, Boerwinkle E, Grams M, Zhang MZ, Kestenbaum B, Lanktree MB, Rauh MJ, Harris RC, Bick AG. Clonal hematopoiesis of indeterminate potential is associated with acute kidney injury. Nat Med 2024; 30:810-817. [PMID: 38454125 PMCID: PMC10957477 DOI: 10.1038/s41591-024-02854-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Accepted: 02/01/2024] [Indexed: 03/09/2024]
Abstract
Age is a predominant risk factor for acute kidney injury (AKI), yet the biological mechanisms underlying this risk are largely unknown. Clonal hematopoiesis of indeterminate potential (CHIP) confers increased risk for several chronic diseases associated with aging. Here we sought to test whether CHIP increases the risk of AKI. In three population-based epidemiology cohorts, we found that CHIP was associated with a greater risk of incident AKI, which was more pronounced in patients with AKI requiring dialysis and in individuals with somatic mutations in genes other than DNMT3A, including mutations in TET2 and JAK2. Mendelian randomization analyses supported a causal role for CHIP in promoting AKI. Non-DNMT3A-CHIP was also associated with a nonresolving pattern of injury in patients with AKI. To gain mechanistic insight, we evaluated the role of Tet2-CHIP and Jak2V617F-CHIP in two mouse models of AKI. In both models, CHIP was associated with more severe AKI, greater renal proinflammatory macrophage infiltration and greater post-AKI kidney fibrosis. In summary, this work establishes CHIP as a genetic mechanism conferring impaired kidney function recovery after AKI via an aberrant inflammatory response mediated by renal macrophages.
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Affiliation(s)
| | - Cassianne Robinson-Cohen
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jianchun Chen
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Elvis Akwo
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Alyssa C Parker
- Division of Genetic Medicine, Department of Medicine, School of Medicine, Vanderbilt University, Nashville, TN, USA
| | - Samuel A Silver
- Department of Medicine, Queen's University, Kingston, Ontario, Canada
| | - Pavan K Bhatraju
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA, USA
| | - Hannah Poisner
- Division of Genetic Medicine, Department of Medicine, School of Medicine, Vanderbilt University, Nashville, TN, USA
| | - Shirong Cao
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Ming Jiang
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Yinqiu Wang
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Aolei Niu
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Edward Siew
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Joseph C Van Amburg
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Holly J Kramer
- Departments of Public Health Sciences and Medicine, Loyola University Chicago, Maywood IL, USA
| | - Anna Kottgen
- Institute of Genetic Epidemiology, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Nora Franceschini
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA
| | - Bruce M Psaty
- Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology and Health Systems and Population Health, University of Washington, Seattle, WA, USA
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Russell P Tracy
- Pathology and Biochemistry, University of Vermont, Burlington, VT, USA
| | - Alvaro Alonso
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Dan E Arking
- McKusick-Nathans Institute, Department of Genetic Medicine, John Hopkins University School of Medicine, Baltimore, MD, USA
| | - Josef Coresh
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD, USA
| | | | - Eric Boerwinkle
- Human Genetics Center, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Morgan Grams
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD, USA
- Division of Nephrology, Department of Internal Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Ming-Zhi Zhang
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Bryan Kestenbaum
- Kidney Research Institute, Division of Nephrology, Department of Medicine, University of Washington, Seattle, WA, USA
| | - Matthew B Lanktree
- Department of Medicine and Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
- St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
- Population Health Research Institute, Hamilton, Ontario, Canada
| | - Michael J Rauh
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Raymond C Harris
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, Vanderbilt University Medical Center, Nashville, TN, USA.
- U.S Department of Veterans Affairs, Nashville, TN, USA.
| | - Alexander G Bick
- Division of Genetic Medicine, Department of Medicine, School of Medicine, Vanderbilt University, Nashville, TN, USA.
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Vlasschaert C, Lanktree MB, Rauh MJ, Kelly TN, Natarajan P. Clonal haematopoiesis, ageing and kidney disease. Nat Rev Nephrol 2024; 20:161-174. [PMID: 37884787 PMCID: PMC10922936 DOI: 10.1038/s41581-023-00778-x] [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] [Accepted: 09/29/2023] [Indexed: 10/28/2023]
Abstract
Clonal haematopoiesis of indeterminate potential (CHIP) is a preclinical condition wherein a sizeable proportion of an individual's circulating blood cells are derived from a single mutated haematopoietic stem cell. CHIP occurs frequently with ageing - more than 10% of individuals over 65 years of age are affected - and is associated with an increased risk of disease across several organ systems and premature death. Emerging evidence suggests that CHIP has a role in kidney health, including associations with predisposition to acute kidney injury, impaired recovery from acute kidney injury and kidney function decline, both in the general population and among those with chronic kidney disease. Beyond its direct effect on the kidney, CHIP elevates the susceptibility of individuals to various conditions that can detrimentally affect the kidneys, including cardiovascular disease, obesity and insulin resistance, liver disease, gout, osteoporosis and certain autoimmune diseases. Aberrant pro-inflammatory signalling, telomere attrition and epigenetic ageing are potential causal pathophysiological pathways and mediators that underlie CHIP-related disease risk. Experimental animal models have shown that inhibition of inflammatory cytokine signalling can ameliorate many of the pathological effects of CHIP, and assessment of the efficacy and safety of this class of medications for human CHIP-associated pathology is ongoing.
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Affiliation(s)
| | - Matthew B Lanktree
- Department of Medicine and Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
- St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
- Population Health Research Institute, Hamilton, Ontario, Canada
| | - Michael J Rauh
- Department of Pathology and Molecular Medicine, Kingston, Ontario, Canada
| | - Tanika N Kelly
- Division of Nephrology, Department of Medicine, College of Medicine, University of Illinois at Chicago, Chicago, IL, USA
| | - Pradeep Natarajan
- Cardiovascular Research Center and Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA.
- Program in Medical and Population Genetics and Cardiovascular Disease Initiative, Broad Institute of Harvard and MIT, Cambridge, MA, USA.
- Department of Medicine, Harvard Medical School, Boston, MA, USA.
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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.
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Al-Qazazi R, Emon IM, Potus F, Martin AY, Lima PDA, Vlasschaert C, Chen KH, Wu D, Gupta AD, Noordhof C, Jefferson L, McNaughton AJM, Bick AG, Pauciulo MW, Nichols WC, Chung WK, Hassoun PM, Damico RL, Rauh MJ, Archer SL. Germline and Somatic Mutations in DNA Methyltransferase 3A (DNMT3A) Predispose to Pulmonary Arterial Hypertension (PAH) in Humans and Mice: Implications for Associated PAH. medRxiv 2023:2023.12.30.23300391. [PMID: 38234783 PMCID: PMC10793539 DOI: 10.1101/2023.12.30.23300391] [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: 01/19/2024]
Abstract
Background Mutations are found in 10-20% of idiopathic PAH (IPAH) patients, but none are consistently identified in connective tissue disease-associated PAH (APAH), which accounts for ∼45% of PAH cases. TET2 mutations, a cause of clonal hematopoiesis of indeterminant potential (CHIP), predispose to an inflammatory type of PAH. We now examine mutations in another CHIP gene, DNMT3A , in PAH. Methods We assessed DNMT3A mutation prevalence in PAH Biobank subjects as compared with controls, first using whole exome sequencing (WES)-derived CHIP calls in 1832 PAH Biobank patients versus 7509 age-and sex-matched gnomAD controls. We then performed deep, targeted panel sequencing of CHIP genes on a subset of 710 PAH Biobank patients and compared the prevalence of DNMT3A mutations therein to an independent pooled control cohort (N = 3645). In another cohort of 80 PAH patients and 41 controls, DNMT3A mRNA expression was studied in peripheral blood mononuclear cells (PBMCs). Finally, we evaluated the development of PAH in a conditional, hematopoietic, Dnmt3a knockout mouse model. Results DNMT3A mutations were more frequent in PAH cases versus control subjects in the WES dataset (OR 2.60, 95% CI: 1.71-4.27). Among PAH patients, 33 had DNMT3A variants, most of whom had APAH (21/33). While 21/33 had somatic mutations (female:male 17:4), germline variants occurred in 12/33 (female:male 11:1). Hemodynamics were comparable with and without DNMT3A mutations (mPAP=58±21 vs. 52±18 mmHg); however, patients with DNMT3A mutations were unresponsive to acute vasodilator testing. Targeted panel sequencing identified that 14.6% of PAH patients had CHIP mutations (104/710), with DNMT3A accounting for 49/104. There was a significant association between all CHIP mutations and PAH in analyses adjusted for age and sex (OR 1.40, 95% CI: 1.09-1.80), though DNMT3A CHIP alone was not significantly enriched (OR:1.15, 0.82-1.61). DNMT3A expression was reduced in patient-derived versus control PAH-PBMCs. Spontaneous PAH developed in Dnmt3a -/- mice, and it was exacerbated by 3 weeks of hypoxia. Dnmt3a -/- mice had increased lung macrophages and elevated plasma IL-13. The IL-1β antibody canakinumab attenuated PAH in Dnmt3a -/- mice. Conclusions Germline and acquired DNMT3A variants predispose to PAH in humans. DNMT3A mRNA expression is reduced in human PAH PBMCs. Hematopoietic depletion of Dnmt3a causes inflammatory PAH in mice. DNMT3A is a novel APAH gene and may be a biomarker and therapeutic target.
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Vlasschaert C, Akwo E, Robinson-Cohen C, Cook EK, Lanktree MB, Rauh MJ, Bick AG. Infection risk associated with clonal hematopoiesis of indeterminate potential is partly mediated by hematologic cancer transformation in the UK Biobank. Leukemia 2023; 37:2306-2308. [PMID: 37689824 DOI: 10.1038/s41375-023-02023-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 07/25/2023] [Accepted: 09/04/2023] [Indexed: 09/11/2023]
Affiliation(s)
| | - Elvis Akwo
- Department of Medicine, Division of Nephrology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Cassianne Robinson-Cohen
- Department of Medicine, Division of Nephrology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Elina K Cook
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON, Canada
| | - Matthew B Lanktree
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- Population Health Research Institute (PHRI), Hamilton, ON, Canada
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada
| | - Michael J Rauh
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON, Canada
| | - Alexander G Bick
- Department of Medicine, Division of Genomic Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
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7
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Emon IM, Al-Qazazi R, Rauh MJ, Archer SL. The Role of Clonal Hematopoiesis of Indeterminant Potential and DNA (Cytosine-5)-Methyltransferase Dysregulation in Pulmonary Arterial Hypertension and Other Cardiovascular Diseases. Cells 2023; 12:2528. [PMID: 37947606 PMCID: PMC10650407 DOI: 10.3390/cells12212528] [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: 09/16/2023] [Revised: 10/23/2023] [Accepted: 10/25/2023] [Indexed: 11/12/2023] Open
Abstract
DNA methylation is an epigenetic mechanism that regulates gene expression without altering gene sequences in health and disease. DNA methyltransferases (DNMTs) are enzymes responsible for DNA methylation, and their dysregulation is both a pathogenic mechanism of disease and a therapeutic target. DNMTs change gene expression by methylating CpG islands within exonic and intergenic DNA regions, which typically reduces gene transcription. Initially, mutations in the DNMT genes and pathologic DNMT protein expression were found to cause hematologic diseases, like myeloproliferative disease and acute myeloid leukemia, but recently they have been shown to promote cardiovascular diseases, including coronary artery disease and pulmonary hypertension. We reviewed the regulation and functions of DNMTs, with an emphasis on somatic mutations in DNMT3A, a common cause of clonal hematopoiesis of indeterminant potential (CHIP) that may also be involved in the development of pulmonary arterial hypertension (PAH). Accumulation of somatic mutations in DNMT3A and other CHIP genes in hematopoietic cells and cardiovascular tissues creates an inflammatory environment that promotes cardiopulmonary diseases, even in the absence of hematologic disease. This review summarized the current understanding of the roles of DNMTs in maintenance and de novo methylation that contribute to the pathogenesis of cardiovascular diseases, including PAH.
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Affiliation(s)
- Isaac M. Emon
- Department of Medicine, Queen’s University, Kingston, ON K7L 3N6, Canada; (I.M.E.); (R.A.-Q.)
| | - Ruaa Al-Qazazi
- Department of Medicine, Queen’s University, Kingston, ON K7L 3N6, Canada; (I.M.E.); (R.A.-Q.)
| | - Michael J. Rauh
- Department of Pathology and Molecular Medicine, Queen’s University, Kingston, ON K7L 3N6, Canada;
| | - Stephen L. Archer
- Department of Medicine, Queen’s University, Kingston, ON K7L 3N6, Canada; (I.M.E.); (R.A.-Q.)
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Buttigieg MM, Rauh MJ. Clonal Hematopoiesis: Updates and Implications at the Solid Tumor-Immune Interface. JCO Precis Oncol 2023; 7:e2300132. [PMID: 37343201 PMCID: PMC10309572 DOI: 10.1200/po.23.00132] [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: 03/15/2023] [Revised: 04/26/2023] [Accepted: 05/04/2023] [Indexed: 06/23/2023] Open
Abstract
Recent larger-scale studies of patients with cancer and longitudinal population cohorts have revealed how age-related expansions of mutant hematopoietic cells (clonal hematopoiesis [CH]) have differential associations with incident and prevalent cancers and their outcomes. Increasing recognition and deeper understanding of genetic subtypes of CH are yielding insights into the tumor-immune interface that may help to explain the heterogeneous impact of CH on tumorigenesis and treatment. Herein, we update the expanding influence of CH in precision oncology and propose important research and clinical questions to address to effectively manage and harness CH in oncology patients.
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Affiliation(s)
- Marco M Buttigieg
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON, Canada
| | - Michael J Rauh
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON, Canada
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9
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Vlasschaert C, Robinson-Cohen C, Kestenbaum B, Silver SA, Chen JC, Akwo E, Bhatraju PK, Zhang MZ, Cao S, Jiang M, Wang Y, Niu A, Siew E, Kramer HJ, Kottgen A, Franceschini N, Psaty BM, Tracy RP, Alonso A, Arking DE, Coresh J, Ballantyne CM, Boerwinkle E, Grams M, Lanktree MB, Rauh MJ, Harris RC, Bick AG. Clonal Hematopoiesis of Indeterminate Potential is Associated with Acute Kidney Injury. medRxiv 2023:2023.05.16.23290051. [PMID: 37292692 PMCID: PMC10246021 DOI: 10.1101/2023.05.16.23290051] [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: 06/10/2023]
Abstract
Age is a predominant risk factor for acute kidney injury (AKI), yet the biological mechanisms underlying this risk are largely unknown and to date no genetic mechanisms for AKI have been established. Clonal hematopoiesis of indeterminate potential (CHIP) is a recently recognized biological mechanism conferring risk of several chronic aging diseases including cardiovascular disease, pulmonary disease and liver disease. In CHIP, blood stem cells acquire mutations in myeloid cancer driver genes such as DNMT3A, TET2, ASXL1 and JAK2 and the myeloid progeny of these mutated cells contribute to end-organ damage through inflammatory dysregulation. We sought to establish whether CHIP causes acute kidney injury (AKI). To address this question, we first evaluated associations with incident AKI events in three population-based epidemiology cohorts (N = 442,153). We found that CHIP was associated with a greater risk of AKI (adjusted HR 1.26, 95% CI: 1.19-1.34, p<0.0001), which was more pronounced in patients with AKI requiring dialysis (adjusted HR 1.65, 95% CI: 1.24-2.20, p=0.001). The risk was particularly high in the subset of individuals where CHIP was driven by mutations in genes other than DNMT3A (HR: 1.49, 95% CI: 1.37-1.61, p<0.0001). We then examined the association between CHIP and recovery from AKI in the ASSESS-AKI cohort and identified that non-DNMT3A CHIP was more common among those with a non-resolving pattern of injury (HR 2.3, 95% CI: 1.14-4.64, p = 0.03). To gain mechanistic insight, we evaluated the role of Tet2-CHIP to AKI in ischemia-reperfusion injury (IRI) and unilateral ureteral obstruction (UUO) mouse models. In both models, we observed more severe AKI and greater post-AKI kidney fibrosis in Tet2-CHIP mice. Kidney macrophage infiltration was markedly increased in Tet2-CHIP mice and Tet2-CHIP mutant renal macrophages displayed greater proinflammatory responses. In summary, this work establishes CHIP as a genetic mechanism conferring risk of AKI and impaired kidney function recovery following AKI via an aberrant inflammatory response in CHIP derived renal macrophages.
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Affiliation(s)
| | - Cassianne Robinson-Cohen
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, School of Medicine, Vanderbilt University, Nashville, Tennessee
| | - Bryan Kestenbaum
- Kidney Research Institute, Division of Nephrology, Department of Medicine, University of Washington, Seattle, Washington
| | - Samuel A. Silver
- Department of Medicine, Queen's University, Kingston, Ontario, Canada
| | - Jian-Chun Chen
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, School of Medicine, Vanderbilt University, Nashville, Tennessee
| | - Elvis Akwo
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, School of Medicine, Vanderbilt University, Nashville, Tennessee
| | - Pavan K Bhatraju
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, Seattle, Washington
| | - Ming-Zhi Zhang
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, School of Medicine, Vanderbilt University, Nashville, Tennessee
| | - Shirong Cao
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, School of Medicine, Vanderbilt University, Nashville, Tennessee
| | - Ming Jiang
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, School of Medicine, Vanderbilt University, Nashville, Tennessee
| | - Yinqiu Wang
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, School of Medicine, Vanderbilt University, Nashville, Tennessee
| | - Aolei Niu
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, School of Medicine, Vanderbilt University, Nashville, Tennessee
| | - Edward Siew
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, School of Medicine, Vanderbilt University, Nashville, Tennessee
| | - Holly J Kramer
- Departments of Public Health Sciences and Medicine, Loyola University Chicago, Maywood, Illinois, USA
| | - Anna Kottgen
- Institute of Genetic Epidemiology, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - Nora Franceschini
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina
| | - Bruce M. Psaty
- Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology and Health Systems and Population Health, University of Washington, Seattle, WA, USA
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Russell P. Tracy
- Pathology and Biochemistry, University of Vermont, Burlington, Vermont, USA
| | - Alvaro Alonso
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Dan E. Arking
- McKusick-Nathans Institute, Department of Genetic Medicine, John Hopkins University School of Medicine, Baltimore, MD
| | - Josef Coresh
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD
| | | | - Eric Boerwinkle
- Human Genetics Center, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA
| | - Morgan Grams
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD
- Division of Nephrology, Department of Internal Medicine, Johns Hopkins University, Baltimore, MD
| | - Matthew B. Lanktree
- Department of Medicine and Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
- St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
- Population Health Research Institute, Hamilton, Ontario, Canada
| | - Michael J. Rauh
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Raymond C. Harris
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, School of Medicine, Vanderbilt University, Nashville, Tennessee
- Department of Veterans Affairs, Nashville, Tennessee
| | - Alexander G. Bick
- Division of Genetic Medicine, Department of Medicine, School of Medicine, Vanderbilt University, Nashville, Tennessee
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10
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Verschoor CP, Vlasschaert C, Rauh MJ, Paré G. A DNA methylation based measure outperforms circulating CRP as a marker of chronic inflammation and partly reflects the monocytic response to long-term inflammatory exposure: A Canadian longitudinal study of aging analysis. Aging Cell 2023:e13863. [PMID: 37139638 PMCID: PMC10352553 DOI: 10.1111/acel.13863] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Revised: 04/14/2023] [Accepted: 04/21/2023] [Indexed: 05/05/2023] Open
Abstract
A key hallmark in the age-related dysfunction of physiological systems is disruption related to the regulation of inflammation, often resulting in a chronic, low-grade inflammatory state (i.e., inflammaging). In order to understand the causes of overall system decline, methods to quantify the life-long exposure or damage related to chronic inflammation are critical. Here, we characterize a comprehensive epigenetic inflammation score (EIS) based on DNA methylation loci (CpGs) that are associated with circulating levels of C-reactive protein (CRP). In a cohort of 1446 older adults, we show that associations to age and health-related traits such as smoking history, chronic conditions, and established measures of accelerated aging were stronger for EIS than CRP, while the risk of longitudinal outcomes such as outpatient or inpatient visits and increased frailty were relatively similar. To determine whether variation in EIS actually reflects the cellular response to chronic inflammation we exposed THP1 myelo-monocytic cells to low levels of inflammatory mediators for 14 days, finding that EIS increased in response to both CRP (p = 0.011) and TNF (p = 0.068). Interestingly, a refined version of EIS based only on those CpGs that changed in vitro was more strongly associated with many of the aforementioned traits as compared to EIS. In conclusion, our study demonstrates that EIS outperforms circulating CRP with regard to its association to health-traits that are synonymous with chronic inflammation and accelerated aging, and substantiates its potential role as a clinically relevant tool for stratifying patient risk of adverse outcomes prior to treatment or following illness.
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Affiliation(s)
- Chris P Verschoor
- Health Sciences North Research Institute, Sudbury, Ontario, Canada
- Northern Ontario School of Medicine, Sudbury, Ontario, Canada
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
| | | | - Michael J Rauh
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Guillaume Paré
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
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11
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Vlasschaert C, Mack T, Heimlich JB, Niroula A, Uddin MM, Weinstock J, Sharber B, Silver AJ, Xu Y, Savona M, Gibson C, Lanktree MB, Rauh MJ, Ebert BL, Natarajan P, Jaiswal S, Bick AG. A practical approach to curate clonal hematopoiesis of indeterminate potential in human genetic data sets. Blood 2023; 141:2214-2223. [PMID: 36652671 PMCID: PMC10273159 DOI: 10.1182/blood.2022018825] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [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: 10/24/2022] [Revised: 01/03/2023] [Accepted: 01/17/2023] [Indexed: 01/19/2023] Open
Abstract
Clonal hematopoiesis of indeterminate potential (CHIP) is a common form of age-related somatic mosaicism that is associated with significant morbidity and mortality. CHIP mutations can be identified in peripheral blood samples that are sequenced using approaches that cover the whole genome, the whole exome, or targeted genetic regions; however, differentiating true CHIP mutations from sequencing artifacts and germ line variants is a considerable bioinformatic challenge. We present a stepwise method that combines filtering based on sequencing metrics, variant annotation, and population-based associations to increase the accuracy of CHIP calls. We apply this approach to ascertain CHIP in ∼550 000 individuals in the UK Biobank complete whole exome cohort and the All of Us Research Program initial whole genome release cohort. CHIP ascertainment on this scale unmasks recurrent artifactual variants and highlights the importance of specialized filtering approaches for several genes, including TET2 and ASXL1. We show how small changes in filtering parameters can considerably increase CHIP misclassification and reduce the effect size of epidemiological associations. Our high-fidelity call set refines previous population-based associations of CHIP with incident outcomes. For example, the annualized incidence of myeloid malignancy in individuals with small CHIP clones is 0.03% per year, which increases to 0.5% per year among individuals with very large CHIP clones. We also find a significantly lower prevalence of CHIP in individuals of self-reported Latino or Hispanic ethnicity in All of Us, highlighting the importance of including diverse populations. The standardization of CHIP calling will increase the fidelity of CHIP epidemiological work and is required for clinical CHIP diagnostic assays.
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Affiliation(s)
| | - Taralynn Mack
- Division of Genetic Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - J. Brett Heimlich
- Division of Cardiology, Vanderbilt University Medical Center, Nashville, TN
| | - Abhishek Niroula
- Broad Institute of MIT and Harvard, Cambridge, MA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Department of Laboratory Medicine, Lund University, Lund, Sweden
| | - Md Mesbah Uddin
- Broad Institute of MIT and Harvard, Cambridge, MA
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA
| | - Joshua Weinstock
- Center for Statistical Genetics, Department of Biostatistics – University of Michigan School of Public Health, Ann Arbor, MI
| | - Brian Sharber
- Division of Genetic Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Alexander J. Silver
- Program in Cancer Biology, Vanderbilt University School of Medicine, Nashville, TN
| | - Yaomin Xu
- Department of Biomedical Informatics, Vanderbilt University School of Medicine, Nashville, TN
- Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, TN
- Center for Quantitative Sciences, Vanderbilt University School of Medicine, Nashville, TN
| | - Michael Savona
- Program in Cancer Biology, Vanderbilt University School of Medicine, Nashville, TN
- Division of Hematology/Oncology, Vanderbilt University School of Medicine, Nashville, TN
- Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, TN
- Center for Immunobiology, Vanderbilt University School of Medicine, Nashville, TN
| | - Christopher Gibson
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Matthew B. Lanktree
- Division of Nephrology, St. Joseph’s Healthcare Hamilton, Hamilton, ON, Canada
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada
| | - Michael J. Rauh
- Department of Pathology and Molecular Medicine, Queen’s University, Kingston, ON, Canada
| | - Benjamin L. Ebert
- Broad Institute of MIT and Harvard, Cambridge, MA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
- Howard Hughes Medical Institute, Boston, MA
| | - Pradeep Natarajan
- Broad Institute of MIT and Harvard, Cambridge, MA
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA
- Department of Medicine, Harvard Medical School, Boston, MA
| | | | - Alexander G. Bick
- Division of Genetic Medicine, Vanderbilt University Medical Center, Nashville, TN
- Program in Cancer Biology, Vanderbilt University School of Medicine, Nashville, TN
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12
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Kestenbaum B, Bick AG, Vlasschaert C, Rauh MJ, Lanktree MB, Franceschini N, Shoemaker MB, Harris RC, Psaty BM, Köttgen A, Natarajan P, Robinson-Cohen C. Clonal Hematopoiesis of Indeterminate Potential and Kidney Function Decline in the General Population. Am J Kidney Dis 2023; 81:329-335. [PMID: 36241009 PMCID: PMC9974853 DOI: 10.1053/j.ajkd.2022.08.014] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 08/09/2022] [Indexed: 12/13/2022]
Abstract
RATIONALE & OBJECTIVE Clonal hematopoiesis of indeterminate potential (CHIP), defined by the age-related ontogenesis of expanded leukemogenic variants indicative of a genetically distinct clonal leukocyte population, is associated with risk of hematologic malignancy and cardiovascular disease. In experimental models, recapitulation of CHIP promotes kidney interstitial fibrosis with direct tissue infiltration of donor macrophages. We tested the hypothesis that CHIP is associated with kidney function decline in the general population. STUDY DESIGN Cohort study. SETTING & PARTICIPANTS 12,004 individuals from 3 community-based cohorts in the TOPMed Consortium. EXPOSURE CHIP status from whole-genome sequences obtained from DNA extracted from peripheral blood. OUTCOME Risk of 30% decline in estimated glomerular filtration rate (eGFR) and percent eGFR decline per year during the follow-up period. ANALYTICAL APPROACH Cox proportional hazards models for 30% eGFR decline end point and generalized estimating equations for annualized relative change in eGFR with meta-analysis. Study-specific estimates were combined using fixed-effect meta-analysis. RESULTS The median baseline eGFR was 84mL/min/1.73m2. The prevalence of CHIP was 6.6%, 9.0%, and 12.2% in persons aged 50-60, 60-70, and>70 years, respectively. Over a median follow-up period of 8 years, for the 30% eGFR outcome 205 events occurred among 1,002 CHIP carriers (2.1 events per 100 person-years) and 2,041 events in persons without CHIP (1.7 events per 100 person-years). In meta-analysis, CHIP was associated with greater risk of a 30% eGFR decline (17% [95% CI, 1%-36%] higher; P=0.04). Differences were not observed between those with baseline eGFR above or below 60mL/min/1.73m2, of age above or below 60 years, or with or without diabetes. LIMITATIONS Small number of participants with moderate-to-advanced kidney disease and restricted set of CHIP driver variants. CONCLUSIONS We report an association between CHIP and eGFR decline in 3 general population cohorts without known kidney disease. Further studies are needed to investigate this novel condition and its potential impact among individuals with overt kidney disease.
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Affiliation(s)
- Bryan Kestenbaum
- Kidney Research Institute, Division of Nephrology, Department of Medicine, University of Washington, Seattle, Washington
| | - Alexander G Bick
- Division of Genetic Medicine, Department of Medicine, School of Medicine, Vanderbilt University, Nashville, Tennessee
| | | | - Michael J Rauh
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Matthew B Lanktree
- Department of Medicine and Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada; St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada; Population Health Research Institute, Hamilton, Ontario, Canada
| | - Nora Franceschini
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina
| | - Moore B Shoemaker
- Division of Cardiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Raymond C Harris
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, School of Medicine, Vanderbilt University, Nashville, Tennessee; Department of Veterans Affairs, Nashville, Tennessee
| | - Bruce M Psaty
- Cardiovascular Health Research Unit, Departments of Epidemiology, Medicine, and Health Services, University of Washington, Seattle, Washington
| | - Anna Köttgen
- Institute of Genetic Epidemiology, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany; Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - Pradeep Natarajan
- Program in Medical and Population Genetics and the Cardiovascular Disease Initiative, Broad Institute of Harvard, Cambridge, Massachusetts; Cardiovascular Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Cassianne Robinson-Cohen
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt O'Brien Center for Kidney Disease, School of Medicine, Vanderbilt University, Nashville, Tennessee.
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13
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Ferrone CK, McNaughton AJM, Rashedi I, Ring B, Buckstein R, Tsui H, Rauh MJ. A Lower Frequency of Spliceosome Mutations Distinguishes Clonal Cytopenias of Undetermined Significance From Low-Risk Myelodysplastic Syndromes, Despite Inherent Similarities in Genomic, Laboratory, and Clinical Features. Mod Pathol 2023; 36:100068. [PMID: 36788103 DOI: 10.1016/j.modpat.2022.100068] [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: 06/28/2022] [Revised: 11/23/2022] [Accepted: 12/06/2022] [Indexed: 01/11/2023]
Abstract
Clonal cytopenias of undetermined significance (CCUS) are associated with an increased risk of developing a myelodysplastic syndrome (MDS); however, the mechanism and factors associated with evolution remain unclear. We propose that next-generation sequencing (NGS) of cytopenic cases with equivocal morphologic dysplasia will improve patient clinical care and that serial sequencing of such equivocal cases could identify the factors that predict evolution to MDS. We performed targeted NGS of samples from 193 individuals with confirmed or suspected MDS or MDS/myeloproliferative neoplasm, including sequential investigation for 28 individuals at the time of diagnosis and during follow-up. NGS facilitated the diagnosis of all suspicious cases as myeloid neoplasm (21%), CCUS (34%), or idiopathic cytopenias of undetermined significance (45%) when no variants were detected. We found that there was no significant difference in most measured clinical features or clonal phenotypes, such as cell counts, number of variants, variant allele frequencies, and overall survival, between CCUS and International Prognostic Scoring System-Revised-defined low-risk MDS. However, there was a significant difference in the types of variants between CCUS and low-risk MDS, with a significantly lower number of splicing factor mutations in CCUS cases (P < .001). Moreover, we observed an increased probability of evolution to MDS of individuals with CCUS compared with that in those with idiopathic cytopenias of undetermined significance over the first 5 years (P = .045). Our analyses revealed no conclusive pattern associating clonal expansion or the number of variants with the evolution of CCUS to MDS, perhaps further supporting the similarity of these diseases and the clinical importance of recognizing and formally defining CCUS as a category of precursor myeloid disease state in the next revision of the World Health Organization guidelines.
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Affiliation(s)
- Christina K Ferrone
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Amy J M McNaughton
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Iran Rashedi
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada; Department of Laboratory Medicine and Molecular Diagnostics, Precision Diagnostics and Therapeutics Program, Sunnybrook Health Sciences Centre and Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Brooke Ring
- Department Medicine, Queen's University, Kingston, Ontario, Canada
| | - Rena Buckstein
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada; Division of Medical Oncology and Hematology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Odette Cancer Research Program, Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Hubert Tsui
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada; Department of Laboratory Medicine and Molecular Diagnostics, Precision Diagnostics and Therapeutics Program, Sunnybrook Health Sciences Centre and Sunnybrook Research Institute, Toronto, Ontario, Canada; Department of Immunology, University of Toronto, Toronto, Ontario, Canada
| | - Michael J Rauh
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada.
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14
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15
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Vlasschaert C, Heimlich JB, Rauh MJ, Natarajan P, Bick AG. Interleukin-6 Receptor Polymorphism Attenuates Clonal Hematopoiesis-Mediated Coronary Artery Disease Risk Among 451 180 Individuals in the UK Biobank. Circulation 2023; 147:358-360. [PMID: 36689568 PMCID: PMC9883044 DOI: 10.1161/circulationaha.122.062126] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Affiliation(s)
- Caitlyn Vlasschaert
- Department of Medicine (C.V.), Queen's University, Kingston, Ontario, Canada
| | - J Brett Heimlich
- Division of Cardiology (J.B.H.), Vanderbilt University Medical Center, Nashville, TN
| | - Michael J Rauh
- Department of Pathology and Molecular Medicine (M.J.R.), Queen's University, Kingston, Ontario, Canada
| | - Pradeep Natarajan
- Cardiovascular Research Center and Center for Genomic Medicine, Massachusetts General Hospital, Boston (P.N.)
- Program in Medical and Population Genetics and Cardiovascular Disease Initiative, Broad Institute of Harvard and MIT, Cambridge, MA (P.N.)
- Department of Medicine, Harvard Medical School, Boston, MA (P.N.)
| | - Alexander G Bick
- Division of Genetic Medicine, Department of Medicine (A.G.B.), Vanderbilt University Medical Center, Nashville, TN
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16
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Tyryshkin K, Moore A, Good D, Popov J, Crocker S, Rauh MJ, Baetz T, LeBrun DP. Expression of TCF3 target genes defines a subclass of diffuse large B-cell lymphoma characterized by up-regulation of MYC target genes and poor clinical outcome following R-CHOP therapy. Leuk Lymphoma 2023; 64:119-129. [PMID: 36336953 DOI: 10.1080/10428194.2022.2136968] [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] [Indexed: 11/09/2022]
Abstract
TCF3 is a lymphopoietic transcription factor that acquires somatic driver mutations in diffuse large B-cell lymphoma (DLBCL). Hypothesizing that expression patterns of TCF3-regulated genes can inform clinical management, we found that unsupervised clustering analysis with 15 TCF3-regulated genes and eight additional ones resolved local DLBCL cases into two main clusters, denoted Groups A and B, of which Group A manifested inferior overall survival (OS, p = 0.0005). We trained a machine learning model to classify samples into the Groups based on expression of the 23 transcripts in an independent validation cohort of 569 R-CHOP-treated DLBCL cases. Group A overlapped with the ABC cell-of-origin subgroup but its prognostic power was superior. GSEA analysis demonstrated asymmetric expression of 30 gene sets between the Groups, pointing to biological differences. We present, validate and make available a novel method to assign DLBCL cases into biologically-distinct groups with divergent OS following R-CHOP therapy.
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Affiliation(s)
- Kathrin Tyryshkin
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada.,School of Computing, Queen's University, Kingston, Ontario, Canada
| | - Alison Moore
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - David Good
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Jesse Popov
- Department of Internal Medicine, Queen's University, Kingston, Ontario, Canada
| | - Susan Crocker
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Michael J Rauh
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Tara Baetz
- Department of Medical Oncology, Queen's University, Kingston, Ontario, Canada
| | - David P LeBrun
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
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17
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Vlasschaert C, McNaughton AJ, Chong M, Cook EK, Hopman W, Kestenbaum B, Robinson-Cohen C, Garland J, Moran SM, Paré G, Clase CM, Tang M, Levin A, Holden R, Rauh MJ, Lanktree MB. Association of Clonal Hematopoiesis of Indeterminate Potential with Worse Kidney Function and Anemia in Two Cohorts of Patients with Advanced Chronic Kidney Disease. J Am Soc Nephrol 2022; 33:985-995. [PMID: 35197325 PMCID: PMC9063886 DOI: 10.1681/asn.2021060774] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [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: 06/09/2021] [Accepted: 02/04/2022] [Indexed: 11/03/2022] Open
Abstract
BACKGROUND Clonal hematopoiesis of indeterminate potential (CHIP) is an inflammatory premalignant disorder resulting from acquired genetic mutations in hematopoietic stem cells. This condition is common in aging populations and associated with cardiovascular morbidity and overall mortality, but its role in CKD is unknown. METHODS We performed targeted sequencing to detect CHIP mutations in two independent cohorts of 87 and 85 adults with an eGFR<60 ml/min per 1.73m2. We also assessed kidney function, hematologic, and mineral bone disease parameters cross-sectionally at baseline, and collected creatinine measurements over the following 5-year period. RESULTS At baseline, CHIP was detected in 18 of 87 (21%) and 25 of 85 (29%) cohort participants. Participants with CHIP were at higher risk of kidney failure, as predicted by the Kidney Failure Risk Equation (KFRE), compared with those without CHIP. Individuals with CHIP manifested a 2.2-fold increased risk of a 50% decline in eGFR or ESKD over 5 years of follow-up (hazard ratio 2.2; 95% confidence interval, 1.2 to 3.8) in a Cox proportional hazard model adjusted for age, sex, and baseline eGFR. The addition of CHIP to 2-year and 5-year calibrated KFRE risk models improved ESKD predictions. Those with CHIP also had lower hemoglobin, higher ferritin, and higher red blood cell mean corpuscular volume versus those without CHIP. CONCLUSIONS In this exploratory analysis of individuals with preexisting CKD, CHIP was associated with higher baseline KFRE scores, greater progression of CKD, and anemia. Further research is needed to define the nature of the relationship between CHIP and kidney disease progression.
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Affiliation(s)
| | - Amy J.M. McNaughton
- Department of Pathology and Molecular Medicine, Queen’s University, Kingston, Ontario, Canada
| | - Michael Chong
- Population Health Research Institute (PHRI), Hamilton, Ontario, Canada
- David Braley Cardiac, Vascular and Stroke Research Institute, Hamilton Health Sciences, Hamilton, Ontario, Canada
- Thrombosis and Atherosclerosis Research Institute, Hamilton, Ontario, Canada
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Elina K. Cook
- Department of Pathology and Molecular Medicine, Queen’s University, Kingston, Ontario, Canada
| | - Wilma Hopman
- Department of Medicine, Queen’s University, Kingston, Ontario, Canada
| | - Bryan Kestenbaum
- Department of Medicine, University of Washington, Seattle, Washington
| | | | - Jocelyn Garland
- Department of Medicine, Queen’s University, Kingston, Ontario, Canada
| | - Sarah M. Moran
- Department of Medicine, Queen’s University, Kingston, Ontario, Canada
| | - Guillaume Paré
- Population Health Research Institute (PHRI), Hamilton, Ontario, Canada
- David Braley Cardiac, Vascular and Stroke Research Institute, Hamilton Health Sciences, Hamilton, Ontario, Canada
- Thrombosis and Atherosclerosis Research Institute, Hamilton, Ontario, Canada
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Catherine M. Clase
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
- St. Joseph’s Healthcare Hamilton, Hamilton, Ontario, Canada
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Mila Tang
- St. Paul’s Hospital, Vancouver, British Colombia, Canada
| | - Adeera Levin
- Division of Nephrology, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Rachel Holden
- Department of Medicine, Queen’s University, Kingston, Ontario, Canada
| | - Michael J. Rauh
- Department of Pathology and Molecular Medicine, Queen’s University, Kingston, Ontario, Canada
| | - Matthew B. Lanktree
- Population Health Research Institute (PHRI), Hamilton, Ontario, Canada
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
- St. Joseph’s Healthcare Hamilton, Hamilton, Ontario, Canada
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
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Abstract
Kidney homeostasis is highly dependent upon the correct functioning of myeloid cells. These cells form a distributed surveillance network throughout the kidney, where they play an integral role in the response to organ threat. Dysregulation of resident proinflammatory and profibrotic macrophages leads to kidney structural damage and scarring after kidney injury. Fibrosis throughout the kidney parenchyma contributes to the progressive functional decline observed in CKD, independent of the etiology. Circulating myeloid cells bearing intrinsic defects also affect the kidney substructures, such as neutrophils activated by autoantibodies that cause GN in ANCA-associated vasculitis. The kidney can also be affected by disorders of myelopoiesis, including myeloid leukemias (acute and chronic myeloid leukemias) and myelodysplastic syndromes. Clonal hematopoiesis of indeterminate potential is a common, newly recognized premalignant clinical entity characterized by clonal expansion of hyperinflammatory myeloid lineage cells that may have significant kidney sequelae. A number of existing therapies in CKD target myeloid cells and inflammation, including glucocorticoid receptor agonists and mineralocorticoid receptor antagonists. The therapeutic indications for these and other myeloid cell-targeted treatments is poised to expand as our understanding of the myeloid-kidney interface evolves.
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Affiliation(s)
| | - Sarah M. Moran
- Department of Medicine, Queen’s University, Kingston, Ontario, Canada
| | - Michael J. Rauh
- Department of Pathology and Molecular Medicine, Queen’s University, Kingston, Ontario, Canada
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19
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Putz EJ, Andreasen CB, Stasko JA, Fernandes LGV, Palmer MV, Rauh MJ, Nally JE. Circulating Foamy Macrophages in the Golden Syrian Hamster (Mesocricetus auratus) Model of Leptospirosis. J Comp Pathol 2021; 189:98-109. [PMID: 34886992 DOI: 10.1016/j.jcpa.2021.10.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [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: 08/03/2021] [Revised: 09/14/2021] [Accepted: 10/15/2021] [Indexed: 12/21/2022]
Abstract
Leptospirosis is a world-wide zoonotic disease caused by pathogenic Leptospira and can be asymptomatic or can cause clinical signs ranging from influenza-like to multi-organ failure and death in severe cases. While species and strain specificity can play a major role in disease presentation, the hamster is susceptible to most leptospiral infections and is the model of choice for vaccine efficacy testing. During evaluation of blood smears from hamsters challenged with different species and strains of Leptospira, a circulating population of large, mononuclear, lipid-filled cells, most similar to foamy macrophages (FMs), was detected. Circulating FMs were identified by Giemsa staining and verified by scanning and transmission electron microscopy. FMs were found in the circulating blood of all Leptospira-challenged hamsters, indicating that the finding was not species or strain specific, although higher numbers of FMs tended to correlate with severity of disease. The unique finding of circulating FMs in the hamster model of leptospirosis can yield additional insights into the pathogenesis of leptospirosis and other diseases that induce circulating FMs.
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Affiliation(s)
- Ellie J Putz
- Infectious Bacterial Diseases Research Unit, USDA Agriculture Research Service, National Animal Disease Center, Ames, Iowa, USA.
| | - Claire B Andreasen
- Department of Veterinary Pathology, College of Veterinary Medicine, Ames, Iowa, USA
| | - Judith A Stasko
- Infectious Bacterial Diseases Research Unit, USDA Agriculture Research Service, National Animal Disease Center, Ames, Iowa, USA
| | - Luis G V Fernandes
- Infectious Bacterial Diseases Research Unit, USDA Agriculture Research Service, National Animal Disease Center, Ames, Iowa, USA; Laboratório de Desenvolvimento de Vacinas, Instituto Butantan, São Paulo, Brazil
| | - Mitchell V Palmer
- Infectious Bacterial Diseases Research Unit, USDA Agriculture Research Service, National Animal Disease Center, Ames, Iowa, USA
| | - Michael J Rauh
- Department of Pathology & Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Jarlath E Nally
- Infectious Bacterial Diseases Research Unit, USDA Agriculture Research Service, National Animal Disease Center, Ames, Iowa, USA
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20
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Bolton KL, Koh Y, Foote MB, Im H, Jee J, Sun CH, Safonov A, Ptashkin R, Moon JH, Lee JY, Jung J, Kang CK, Song KH, Choe PG, Park WB, Kim HB, Oh MD, Song H, Kim S, Patel M, Derkach A, Gedvilaite E, Tkachuk KA, Wiley BJ, Chan IC, Braunstein LZ, Gao T, Papaemmanuil E, Esther Babady N, Pessin MS, Kamboj M, Diaz LA, Ladanyi M, Rauh MJ, Natarajan P, Machiela MJ, Awadalla P, Joseph V, Offit K, Norton L, Berger MF, Levine RL, Kim ES, Kim NJ, Zehir A. Clonal hematopoiesis is associated with risk of severe Covid-19. Nat Commun 2021; 12:5975. [PMID: 34645798 PMCID: PMC8514469 DOI: 10.1038/s41467-021-26138-6] [Citation(s) in RCA: 61] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Accepted: 09/10/2021] [Indexed: 01/08/2023] Open
Abstract
Acquired somatic mutations in hematopoietic stem and progenitor cells (clonal hematopoiesis or CH) are associated with advanced age, increased risk of cardiovascular and malignant diseases, and decreased overall survival. These adverse sequelae may be mediated by altered inflammatory profiles observed in patients with CH. A pro-inflammatory immunologic profile is also associated with worse outcomes of certain infections, including SARS-CoV-2 and its associated disease Covid-19. Whether CH predisposes to severe Covid-19 or other infections is unknown. Among 525 individuals with Covid-19 from Memorial Sloan Kettering (MSK) and the Korean Clonal Hematopoiesis (KoCH) consortia, we show that CH is associated with severe Covid-19 outcomes (OR = 1.85, 95%=1.15-2.99, p = 0.01), in particular CH characterized by non-cancer driver mutations (OR = 2.01, 95% CI = 1.15-3.50, p = 0.01). We further explore the relationship between CH and risk of other infections in 14,211 solid tumor patients at MSK. CH is significantly associated with risk of Clostridium Difficile (HR = 2.01, 95% CI: 1.22-3.30, p = 6×10-3) and Streptococcus/Enterococcus infections (HR = 1.56, 95% CI = 1.15-2.13, p = 5×10-3). These findings suggest a relationship between CH and risk of severe infections that warrants further investigation.
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Affiliation(s)
- Kelly L Bolton
- Department of Medicine, Washington University, St Louis, MO, USA.
| | - Youngil Koh
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
- Genome Opinion Inc., Seoul, Korea
- Center for Precision Medicine, Seoul National University Hospital, Seoul, Korea
| | - Michael B Foote
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Justin Jee
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Anton Safonov
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ryan Ptashkin
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Joon Ho Moon
- Department of Internal Medicine, Kyungpook National University Hospital, School of Medicine, Kyungpook National University, Daegu, Korea
| | - Ji Yeon Lee
- Department of Internal Medicine, National Medical Center, Seoul, Korea
| | - Jongtak Jung
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Chang Kyung Kang
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Kyoung-Ho Song
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Pyoeng Gyun Choe
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Wan Beom Park
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Hong Bin Kim
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Myoung-Don Oh
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Han Song
- Genome Opinion Inc., Seoul, Korea
| | | | - Minal Patel
- Center for Hematologic Malignancies, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Andriy Derkach
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Erika Gedvilaite
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kaitlyn A Tkachuk
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Brian J Wiley
- Department of Medicine, Washington University, St Louis, MO, USA
| | - Ireaneus C Chan
- Department of Medicine, Washington University, St Louis, MO, USA
| | - Lior Z Braunstein
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Teng Gao
- Computational Oncology Service, Department of Epidemiology & Biostatistics, Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Elli Papaemmanuil
- Computational Oncology Service, Department of Epidemiology & Biostatistics, Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - N Esther Babady
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Melissa S Pessin
- Department of Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Mini Kamboj
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Luis A Diaz
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Marc Ladanyi
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michael J Rauh
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON, Canada
| | - Pradeep Natarajan
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Mitchell J Machiela
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | | | - Vijai Joseph
- Clinical Genetics Research Lab, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kenneth Offit
- Clinical Genetics Research Lab, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Larry Norton
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michael F Berger
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Computational Oncology Service, Department of Epidemiology & Biostatistics, Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ross L Levine
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Eu Suk Kim
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea.
| | - Nam Joong Kim
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea.
| | - Ahmet Zehir
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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21
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Ferrone CK, Wong H, Semenuk L, Werunga B, Snetsinger B, Zhang X, Zhang G, Lui J, Richard-Carpentier G, Crocker S, Good D, Hay AE, Quest G, Carson N, Feilotter HE, Rauh MJ. Validation, Implementation, and Clinical Impact of the Oncomine Myeloid Targeted-Amplicon DNA and RNA Ion Semiconductor Sequencing Assay. J Mol Diagn 2021; 23:1292-1305. [PMID: 34365012 DOI: 10.1016/j.jmoldx.2021.07.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 05/04/2021] [Accepted: 07/07/2021] [Indexed: 12/17/2022] Open
Abstract
The identification of clinically significant genes recurrently mutated in myeloid malignancies necessitates expanding diagnostic testing with higher throughput, such as targeted next-generation sequencing. We present validation of the Thermo Fisher Oncomine Myeloid Next-Generation Sequencing Panel (OMP), targeting 40 genes and 29 fusion drivers recurrently mutated in myeloid malignancies. The study includes data from a sample exchange between two Canadian hospitals demonstrating high concordance for detection of DNA and RNA aberrations. Clinical validation demonstrates high accuracy, sensitivity, and specificity of the OMP, with a lower limit of detection of 5% for single-nucleotide variants and 10% for insertions/deletions. Prospective sequencing was performed for 187 samples from 168 unique patients presenting with suspected or confirmed myeloid malignancy and other hematological conditions to assess clinical impact of identifying variants. Of detected variants, 48% facilitated or clarified diagnoses, 29% affected prognoses, and 25% had the potential to influence clinical management. Of note, OMP was essential to identifying patients with premalignant clonal states likely contributing to cytopenias. We also found that the detection of even a single variant by the OMP assay, versus 0 variants, was predictive of overall survival, independent of age, sex, or diagnosis (P = 0.03). This study demonstrates that molecular profiling of myeloid malignancies with the OMP represents a promising strategy to advance molecular diagnostics.
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Affiliation(s)
- Christina K Ferrone
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Henry Wong
- Molecular Genetics Laboratory, Kingston Health Sciences Centre, Kingston, Ontario, Canada
| | - Laura Semenuk
- Molecular Genetics Laboratory, Kingston Health Sciences Centre, Kingston, Ontario, Canada
| | - Barnaba Werunga
- Division of Genetics, Department of Lab Medicine and Pathology, Saint John Regional Hospital, Saint John, New Brunswick, Canada
| | - Brooke Snetsinger
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Xiao Zhang
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Grace Zhang
- Division of Hematology, Department of Medicine, Kingston Health Sciences Centre, Kingston, Ontario, Canada
| | - Janet Lui
- Division of Hematology, Department of Medicine, Kingston Health Sciences Centre, Kingston, Ontario, Canada
| | | | - Susan Crocker
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada; Cytogenetics Laboratory, Kingston Health Sciences Centre, Kingston, Ontario, Canada
| | - David Good
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Annette E Hay
- Division of Hematology, Department of Medicine, Kingston Health Sciences Centre, Kingston, Ontario, Canada
| | - Graeme Quest
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Nancy Carson
- Division of Genetics, Department of Lab Medicine and Pathology, Saint John Regional Hospital, Saint John, New Brunswick, Canada
| | - Harriet E Feilotter
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada; Molecular Genetics Laboratory, Kingston Health Sciences Centre, Kingston, Ontario, Canada
| | - Michael J Rauh
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada.
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22
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Cristall K, Bidard FC, Pierga JY, Rauh MJ, Popova T, Sebbag C, Lantz O, Stern MH, Mueller CR. A DNA methylation-based liquid biopsy for triple-negative breast cancer. NPJ Precis Oncol 2021; 5:53. [PMID: 34135468 PMCID: PMC8209161 DOI: 10.1038/s41698-021-00198-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 06/02/2021] [Indexed: 12/12/2022] Open
Abstract
Here, we present a next-generation sequencing (NGS) methylation-based blood test called methylation DETEction of Circulating Tumour DNA (mDETECT) designed for the optimal detection and monitoring of metastatic triple-negative breast cancer (TNBC). Based on a highly multiplexed targeted sequencing approach, this assay incorporates features that offer superior performance and included 53 amplicons from 47 regions. Analysis of a previously characterised cohort of women with metastatic TNBC with limited quantities of plasma (<2 ml) produced an AUC of 0.92 for detection of a tumour with a sensitivity of 76% for a specificity of 100%. mDETECTTNBC was quantitative and showed superior performance to an NGS TP53 mutation-based test carried out on the same patients and to the conventional CA15-3 biomarker. mDETECT also functioned well in serum samples from metastatic TNBC patients where it produced an AUC of 0.97 for detection of a tumour with a sensitivity of 93% for a specificity of 100%. An assay for BRCA1 promoter methylation was also incorporated into the mDETECT assay and functioned well but its clinical significance is currently unclear. Clonal Hematopoiesis of Indeterminate Potential was investigated as a source of background in control subjects but was not seen to be significant, though a link to adiposity may be relevant. The mDETECTTNBC assay is a liquid biopsy able to quantitatively detect all TNBC cancers and has the potential to improve the management of patients with this disease.
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Affiliation(s)
- Katrina Cristall
- Queen's Cancer Research Institute, Queen's University, Kingston, ON, Canada.,Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON, Canada
| | - Francois-Clement Bidard
- Circulating Tumor Biomarkers Laboratory, SiRIC, Translational Research Department, Institut Curie, Paris, France.,Department of Medical Oncology, Institut Curie, Paris, France
| | - Jean-Yves Pierga
- Circulating Tumor Biomarkers Laboratory, SiRIC, Translational Research Department, Institut Curie, Paris, France.,Department of Medical Oncology, Institut Curie, Paris, France.,Université Paris Descartes, Paris, France
| | - Michael J Rauh
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON, Canada
| | - Tatiana Popova
- INSERM U830 Cancer, Heterogeneity, Instability and Plasticity (CHIP), Institut Curie, Paris, France
| | - Clara Sebbag
- Department of Medical Oncology, Institut Curie, Paris, France
| | - Olivier Lantz
- Circulating Tumor Biomarkers Laboratory, SiRIC, Translational Research Department, Institut Curie, Paris, France.,INSERM CIC BT 1428, Institut Curie, Paris, France.,INSERM U932, Institut Curie, Paris, France
| | - Marc-Henri Stern
- INSERM U830 Cancer, Heterogeneity, Instability and Plasticity (CHIP), Institut Curie, Paris, France
| | - Christopher R Mueller
- Queen's Cancer Research Institute, Queen's University, Kingston, ON, Canada. .,Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON, Canada. .,Department of Biomedical and Molecular Sciences, Queen's University, Kingston, ON, Canada.
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23
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Affiliation(s)
- Michael J Rauh
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada.
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24
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Bolton KL, Koh Y, Foote MB, Im H, Jee J, Sun CH, Safonov A, Ptashkin R, Moon JH, Lee JY, Jung J, Kang CK, Song KH, Choe PG, Park WB, Kim HB, Oh MD, Song H, Kim S, Patel M, Derkach A, Gedvilaite E, Tkachuk KA, Braunstein LZ, Gao T, Papaemmanuil E, Babady NE, Pessin MS, Kamboj M, Diaz LA, Ladanyi M, Rauh MJ, Natarajan P, Machiela MJ, Awadalla P, Joseph V, Offit K, Norton L, Berger MF, Levine RL, Kim ES, Kim NJ, Zehir A. Clonal hematopoiesis is associated with risk of severe Covid-19. medRxiv 2020:2020.11.25.20233163. [PMID: 33269365 PMCID: PMC7709186 DOI: 10.1101/2020.11.25.20233163] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Acquired somatic mutations in hematopoietic stem and progenitor cells (clonal hematopoiesis or CH) are associated with advanced age, increased risk of cardiovascular and malignant diseases, and decreased overall survival. 1-4 These adverse sequelae may be mediated by altered inflammatory profiles observed in patients with CH. 2,5,6 A pro-inflammatory immunologic profile is also associated with worse outcomes of certain infections, including SARS-CoV-2 and its associated disease Covid-19. 7,8 Whether CH predisposes to severe Covid-19 or other infections is unknown. Among 515 individuals with Covid-19 from Memorial Sloan Kettering (MSK) and the Korean Clonal Hematopoiesis (KoCH) consortia, we found that CH was associated with severe Covid-19 outcomes (OR=1.9, 95%=1.2-2.9, p=0.01). We further explored the relationship between CH and risk of other infections in 14,211 solid tumor patients at MSK. CH was significantly associated with risk of Clostridium Difficile (HR=2.0, 95% CI: 1.2-3.3, p=6×10 -3 ) and Streptococcus/Enterococcus infections (HR=1.5, 95% CI=1.1-2.1, p=5×10 -3 ). These findings suggest a relationship between CH and risk of severe infections that warrants further investigation.
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25
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Potus F, Pauciulo MW, Cook EK, Zhu N, Hsieh A, Welch CL, Shen Y, Tian L, Lima P, Mewburn J, D'Arsigny CL, Lutz KA, Coleman AW, Damico R, Snetsinger B, Martin AY, Hassoun PM, Nichols WC, Chung WK, Rauh MJ, Archer SL. Novel Mutations and Decreased Expression of the Epigenetic Regulator TET2 in Pulmonary Arterial Hypertension. Circulation 2020; 141:1986-2000. [PMID: 32192357 DOI: 10.1161/circulationaha.119.044320] [Citation(s) in RCA: 63] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND Pulmonary arterial hypertension (PAH) is a lethal vasculopathy. Hereditary cases are associated with germline mutations in BMPR2 and 16 other genes; however, these mutations occur in <25% of patients with idiopathic PAH and are rare in PAH associated with connective tissue diseases. Preclinical studies suggest epigenetic dysregulation, including altered DNA methylation, promotes PAH. Somatic mutations of Tet-methylcytosine-dioxygenase-2 (TET2), a key enzyme in DNA demethylation, occur in cardiovascular disease and are associated with clonal hematopoiesis, inflammation, and adverse vascular remodeling. The role of TET2 in PAH is unknown. METHODS To test for a role of TET2, we used a cohort of 2572 cases from the PAH Biobank. Within this cohort, gene-specific rare variant association tests were performed using 1832 unrelated European patients with PAH and 7509 non-Finnish European subjects from the Genome Aggregation Database (gnomAD) as control subjects. In an independent cohort of 140 patients, we quantified TET2 expression in peripheral blood mononuclear cells. To assess causality, we investigated hemodynamic and histological evidence of PAH in hematopoietic Tet2-knockout mice. RESULTS We observed an increased burden of rare, predicted deleterious germline variants in TET2 in PAH patients of European ancestry (9/1832) compared with control subjects (6/7509; relative risk=6; P=0.00067). Assessing the whole cohort, 0.39% of patients (10/2572) had 12 TET2 mutations (75% predicted germline and 25% somatic). These patients had no mutations in other PAH-related genes. Patients with TET2 mutations were older (71±7 years versus 48±19 years; P<0.0001), were more unresponsive to vasodilator challenge (0/7 versus 140/1055 [13.2%]), had lower pulmonary vascular resistance (5.2±3.1 versus 10.5±7.0 Wood units; P=0.02), and had increased inflammation (including elevation of interleukin-1β). Circulating TET2 expression did not correlate with age and was decreased in >86% of PAH patients. Tet2-knockout mice spontaneously developed PAH, adverse pulmonary vascular remodeling, and inflammation, with elevated levels of cytokines, including interleukin-1β. Long-term therapy with an antibody targeting interleukin-1β blockade resulted in regression of PAH. CONCLUSIONS PAH is the first human disease related to potential TET2 germline mutations. Inherited and acquired abnormalities of TET2 occur in 0.39% of PAH cases. Decreased TET2 expression is ubiquitous and has potential as a PAH biomarker.
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Affiliation(s)
- François Potus
- Department of Medicine (F.P., L.T., J.M., C.L.D., B.S., A.Y.M., S.L.A.), Queen's University, Kingston, Ontario, Canada
| | - Michael W Pauciulo
- Division of Human Genetics, Cincinnati Children's Hospital Medical Center, and Department of Pediatrics, University of Cincinnati College of Medicine, Ohio (M.W.P., K.A.L., A.W.C., W.C.N.)
| | - Elina K Cook
- Department of Pathology and Molecular Medicine (E.K.C., M.J.R.), Queen's University, Kingston, Ontario, Canada
| | - Na Zhu
- Department of Systems Biology (N.Z., A.H., Y.S.), Columbia University Medical Center, New York
| | - Alexander Hsieh
- Department of Systems Biology (N.Z., A.H., Y.S.), Columbia University Medical Center, New York
| | - Carrie L Welch
- Department of Pediatrics (C.L.W., W.K.C.), Columbia University Medical Center, New York
| | - Yufeng Shen
- Department of Systems Biology (N.Z., A.H., Y.S.), Columbia University Medical Center, New York
| | - Lian Tian
- Department of Medicine (F.P., L.T., J.M., C.L.D., B.S., A.Y.M., S.L.A.), Queen's University, Kingston, Ontario, Canada
| | - Patricia Lima
- Queen's Cardiopulmonary Unit, Translational Institute of Medicine, Department of Medicine (P.L.), Queen's University, Kingston, Ontario, Canada
| | - Jeffrey Mewburn
- Department of Medicine (F.P., L.T., J.M., C.L.D., B.S., A.Y.M., S.L.A.), Queen's University, Kingston, Ontario, Canada
| | - Christine L D'Arsigny
- Department of Medicine (F.P., L.T., J.M., C.L.D., B.S., A.Y.M., S.L.A.), Queen's University, Kingston, Ontario, Canada.,Department of Critical Care (C.L.D.), Queen's University, Kingston, Ontario, Canada
| | - Katie A Lutz
- Division of Human Genetics, Cincinnati Children's Hospital Medical Center, and Department of Pediatrics, University of Cincinnati College of Medicine, Ohio (M.W.P., K.A.L., A.W.C., W.C.N.)
| | - Anna W Coleman
- Division of Human Genetics, Cincinnati Children's Hospital Medical Center, and Department of Pediatrics, University of Cincinnati College of Medicine, Ohio (M.W.P., K.A.L., A.W.C., W.C.N.)
| | - Rachel Damico
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD (R.D., P.M.H.)
| | - Brooke Snetsinger
- Department of Medicine (F.P., L.T., J.M., C.L.D., B.S., A.Y.M., S.L.A.), Queen's University, Kingston, Ontario, Canada
| | - Ashley Y Martin
- Department of Medicine (F.P., L.T., J.M., C.L.D., B.S., A.Y.M., S.L.A.), Queen's University, Kingston, Ontario, Canada
| | - Paul M Hassoun
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD (R.D., P.M.H.)
| | - William C Nichols
- Division of Human Genetics, Cincinnati Children's Hospital Medical Center, and Department of Pediatrics, University of Cincinnati College of Medicine, Ohio (M.W.P., K.A.L., A.W.C., W.C.N.)
| | - Wendy K Chung
- Department of Pediatrics (C.L.W., W.K.C.), Columbia University Medical Center, New York.,Department of Medicine (W.K.C.), Columbia University Medical Center, New York
| | - Michael J Rauh
- Department of Pathology and Molecular Medicine (E.K.C., M.J.R.), Queen's University, Kingston, Ontario, Canada
| | - Stephen L Archer
- Department of Medicine (F.P., L.T., J.M., C.L.D., B.S., A.Y.M., S.L.A.), Queen's University, Kingston, Ontario, Canada
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26
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Cook EK, Luo M, Rauh MJ. Clonal hematopoiesis and inflammation: Partners in leukemogenesis and comorbidity. Exp Hematol 2020; 83:85-94. [PMID: 32001341 DOI: 10.1016/j.exphem.2020.01.011] [Citation(s) in RCA: 67] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Revised: 01/13/2020] [Accepted: 01/21/2020] [Indexed: 12/17/2022]
Abstract
Clonal hematopoiesis (CH) of indeterminate potential (CHIP), defined as the presence of a somatic mutation in the peripheral blood at a variant allele frequency (VAF) ≥2%, affects at least 10% of individuals older than 65, but low-VAF clones can be detected in 95% of individuals older than 50. CHIP associates with a wide range of comorbidities from atherosclerosis to pulmonary disease. A growing body of evidence, primarily from studies involving Tet2-knockout and stem cell transplant models of CH, suggest that dysregulated inflammation contributes to clonal expansion and associated comorbidities. Mutant leukocytes from animal models contribute to an inflammatory milieu that may confer a selective advantage to the clone, thus perpetuating a cycle of inflammation and expansion. Although it is unclear whether inflammation or expansion sets this cycle in motion, some evidence suggests that inflammation from infections or pre-existing comorbidities initiates this cycle. The pro-inflammatory phenotypes of macrophages from mutant clones and their contributions to disease are well characterized in murine models, but have not yet been confirmed in humans. Furthermore, the roles of other cell types that can carry mutations of CHIP are not fully understood. We propose a rationale for further investigation of neutrophils, other granulocytes and T, B, and NK cells as they may play a role in CHIP-associated comorbidities. As the understanding of CH has advanced, potential interventions, especially those targeting aberrant inflammation, have been proposed. We are hopeful that as studies continue to unravel the complex links between CHIP, inflammation, and leukocyte dysfunction, CHIP-related comorbidities may be more effectively managed.
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Affiliation(s)
- Elina K Cook
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada.
| | - Michael Luo
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Michael J Rauh
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada.
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27
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Cavanaugh AM, Rauh MJ, Thompson CA, Alcaraz J, Mihalko WM, Bird CE, Eaton CB, Rosal MC, Li W, Shadyab AH, Gilmer T, LaCroix AZ. Racial and ethnic disparities in utilization of total knee arthroplasty among older women. Osteoarthritis Cartilage 2019; 27:1746-1754. [PMID: 31404657 PMCID: PMC6875623 DOI: 10.1016/j.joca.2019.07.015] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2019] [Revised: 07/14/2019] [Accepted: 07/31/2019] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To evaluate racial and ethnic disparities in utilization of total knee arthroplasty (TKA) in relation to demographic, health, and socioeconomic status variables. DESIGN Prospective study of 102,767 Women's Health Initiative postmenopausal women initially aged 50-79, examining utilization rates of primary TKA between non-Hispanic Black/African American, non-Hispanic White, and Hispanic/Latina women (hereafter referred to as Black, White, and Hispanic). A total of 8,942 Black, 3,405 Hispanic, and 90,420 White women with linked Medicare claims data were followed until time of TKA, death, or transition from fee-for-service coverage. Absolute disparities were determined using utilization rates by racial/ethnic group and relative disparities quantified using multivariable hazards models in adjusting for age, arthritis, joint pain, mobility disability, body mass index, number of comorbidities, income, education, neighborhood socioeconomic status (SES), and geographic region. RESULTS TKA utilization was higher among White women (10.7/1,000 person-years) compared to Black (8.5/1,000 person-years) and Hispanic women (7.6/1,000 person-years). Among women with health indicators for TKA including diagnosis of arthritis, moderate to severe joint pain, and mobility disability, Black and Hispanic women were significantly less likely to undergo TKA after adjusting for age [Black: HR (95% confidence interval) = 0.70 (0.63-0.79); Hispanic: HR = 0.58 (0.44-0.77)]. Adjustment for SES modestly attenuated the measured disparity, but significant differences remained [Black: HR = 0.75 (0.67-0.89); Hispanic: HR = 0.65 (0.47-0.89)]. CONCLUSIONS Compared to White women, Black and Hispanic women were significantly less likely to undergo TKA after considering need and appropriateness for TKA and SES. Further investigation into personal-level and provider-level factors that may explain these disparities is warranted.
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Affiliation(s)
- A M Cavanaugh
- San Diego State University/University of California San Diego, Joint Doctoral Program in Public Health, USA.
| | - M J Rauh
- Doctor of Physical Therapy Program, San Diego State University, San Diego, CA, USA; Graduate School of Public Health, San Diego State University, San Diego, CA, USA.
| | - C A Thompson
- Graduate School of Public Health, San Diego State University, San Diego, CA, USA.
| | - J Alcaraz
- Graduate School of Public Health, San Diego State University, San Diego, CA, USA.
| | - W M Mihalko
- Campbell Clinic Department of Orthopaedic Surgery and Biomedical Engineering, University of Tennessee, Memphis, TN, USA.
| | - C E Bird
- Health Care Division, RAND, Santa Monica, CA, USA.
| | - C B Eaton
- Department of Family Medicine at Warren Alpert Medical School and Department of Epidemiology at School of Public Health at Brown University, Providence, RI, USA.
| | - M C Rosal
- Department of Population and Quantitative Sciences, University of Massachusetts Medical School, USA.
| | - W Li
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA, USA.
| | - A H Shadyab
- Department of Family Medicine and Public Health, University of California, San Diego, CA, USA.
| | - T Gilmer
- Department of Family Medicine and Public Health, University of California, San Diego, CA, USA.
| | - A Z LaCroix
- Department of Family Medicine and Public Health, University of California, San Diego, CA, USA.
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Nazha A, Sekeres MA, Bejar R, Rauh MJ, Othus M, Komrokji RS, Barnard J, Hilton CB, Kerr CM, Steensma DP, DeZern A, Roboz G, Garcia-Manero G, Erba H, Ebert BL, Maciejewski JP. Genomic Biomarkers to Predict Resistance to Hypomethylating Agents in Patients With Myelodysplastic Syndromes Using Artificial Intelligence. JCO Precis Oncol 2019; 3. [PMID: 31663066 PMCID: PMC6818517 DOI: 10.1200/po.19.00119] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
PURPOSE We developed an unbiased framework to study the association of several mutations in predicting resistance to hypomethylating agents (HMAs) in patients with myelodysplastic syndromes (MDS), analogous to consumer and commercial recommender systems in which customers who bought products A and B are likely to buy C: patients who have a mutation in gene A and gene B are likely to respond or not respond to HMAs. METHODS We screened a cohort of 433 patients with MDS who received HMAs for the presence of common myeloid mutations in 29 genes that were obtained before the patients started therapy. The association between mutations and response was evaluated by the Apriori market basket analysis algorithm. Rules with the highest confidence (confidence that the association exists) and the highest lift (strength of the association) were chosen. We validated our biomarkers in samples from patients enrolled in the S1117 trial. RESULTS Among 433 patients, 193 (45%) received azacitidine, 176 (40%) received decitabine, and 64 (15%) received HMA alone or in combination. The median age was 70 years (range, 31 to 100 years), and 28% were female. The median number of mutations per sample was three (range, zero to nine), and 176 patients (41%) had three or more mutations per sample. Association rules identified several genomic combinations as being highly associated with no response. These molecular signatures were present in 30% of patients with three or more mutations/sample with an accuracy rate of 87% in the training cohort and 93% in the validation cohort. CONCLUSION Genomic biomarkers can identify, with high accuracy, approximately one third of patients with MDS who will not respond to HMAs. This study highlights the importance of machine learning technologies such as the recommender system algorithm in translating genomic data into useful clinical tools.
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Affiliation(s)
| | | | - Rafael Bejar
- University of California San Diego, San Diego, CA
| | | | - Megan Othus
- Fred Hutchinson Cancer Research Center, Seattle, WA
| | | | | | | | | | - David P Steensma
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Amy DeZern
- The Johns Hopkins University School of Medicine, Baltimore, MD
| | | | | | | | - Benjamin L Ebert
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA
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Duarte BKL, Yamaguti‐Hayakawa GG, Medina SS, Siqueira LH, Snetsinger B, Costa FF, Rauh MJ, Ozelo MC. Longitudinal sequencing ofRUNX1familial platelet disorder: new insights into genetic mechanisms of transformation to myeloid malignancies. Br J Haematol 2019; 186:724-734. [DOI: 10.1111/bjh.15990] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2019] [Accepted: 04/10/2019] [Indexed: 12/14/2022]
Affiliation(s)
- Bruno K. L. Duarte
- INCT do Sangue Hemocentro UNICAMP University of Campinas CampinasSPBrazil
- Department of Internal Medicine Faculty of Medical Sciences University of Campinas FCM Campinas SP Brazil
| | - Gabriela G. Yamaguti‐Hayakawa
- INCT do Sangue Hemocentro UNICAMP University of Campinas CampinasSPBrazil
- Department of Internal Medicine Faculty of Medical Sciences University of Campinas FCM Campinas SP Brazil
| | - Samuel S. Medina
- INCT do Sangue Hemocentro UNICAMP University of Campinas CampinasSPBrazil
| | - Lúcia H. Siqueira
- INCT do Sangue Hemocentro UNICAMP University of Campinas CampinasSPBrazil
| | - Brooke Snetsinger
- Department of Pathology and Molecular Medicine Queen's University Kingston ON Canada
| | - Fernando F. Costa
- INCT do Sangue Hemocentro UNICAMP University of Campinas CampinasSPBrazil
- Department of Internal Medicine Faculty of Medical Sciences University of Campinas FCM Campinas SP Brazil
| | - Michael J. Rauh
- Department of Pathology and Molecular Medicine Queen's University Kingston ON Canada
| | - Margareth C. Ozelo
- INCT do Sangue Hemocentro UNICAMP University of Campinas CampinasSPBrazil
- Department of Internal Medicine Faculty of Medical Sciences University of Campinas FCM Campinas SP Brazil
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30
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Abstract
Aging hematopoietic stem cells acquire mutations that sometimes impart a selective advantage. Next-generation DNA sequencing (NGS) can be used to detect expanded peripheral blood progeny of a mutant clone, usually carrying just one cancer-driver mutation, most often in the epigenetic regulator genes, DNMT3A or TET2. This phenomenon is known as clonal hematopoiesis (CH), age-related CH (ARCH) when considering its association with age, and CH of indeterminate potential (CHIP) when the variant allele fraction (VAF) is at least 2% in peripheral leukocytes. CHIP is present in at least 10-15% of adults older than 65 years and is a risk factor for hematological neoplasms and diseases exacerbated by mutant, hyper-inflammatory, monocytes/macrophages, such as atherosclerotic cardiovascular disease. Therefore, the detection of CHIP has important clinical consequences. Herein, we present a protocol for the generation of targeted, amplicon-based, NGS libraries for ion semiconductor sequencing and CHIP detection, using Ion Torrent platforms.
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Affiliation(s)
- Brooke Snetsinger
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON, Canada
| | - Christina K Ferrone
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON, Canada
| | - Michael J Rauh
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON, Canada.
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Abstract
Background The physical demands of firefighting require both cardiovascular and muscular fitness, which both decline with age. While much has been published on age-related changes among male firefighters (FFs), data on female FFs are lacking. Aims To describe cardiorespiratory fitness (CRF) and muscular fitness in a sample of female career FFs ranging in age from 25 to 60 years and determine whether ageing affects their achievement of the current recommended professional CRF standards of 12 metabolic equivalents (METs). Methods Data were collected on female FFs over an 11-year period. A cross-sectional analysis using one-way analysis of variance with Bonferroni post hoc comparisons was used to compare age groups. Results There were 96 study participants. Maximum METs was significantly higher (P < 0.01) in the 25- to 34-year age group (14.6 ± 2.1) compared with the 35-44 age group (12.9 ± 2.0 METs) and the 45-54 age group (12.2 ± 1.8 METs, P < 0.001). While the mean values of all measured age groups met or exceeded the 12-MET profession standard, as many as one-third of FFs <45 years of age and 43% of FFs >45 years of age fell below the benchmark of 12 METs. Muscular fitness as measured by maximum number of push-ups, sit-ups and back endurance was not significantly different between age groups. Conclusions Fire departments should recognize and take steps to ensure all female FFs maintain CRF and muscular fitness throughout their careers.
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Affiliation(s)
- L K Kirlin
- School of Exercise and Nutritional Sciences, San Diego State University, San Diego, CA 92182, USA.,San Diego Firefighters' Regional Fire Wellness Program, San Diego Sports Medicine and Family Health Center, San Diego, CA 92120, USA
| | - J F Nichols
- Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA 92093, USA
| | - K Rusk
- San Diego Firefighters' Regional Fire Wellness Program, San Diego Sports Medicine and Family Health Center, San Diego, CA 92120, USA
| | - R A Parker
- San Diego Firefighters' Regional Fire Wellness Program, San Diego Sports Medicine and Family Health Center, San Diego, CA 92120, USA
| | - M J Rauh
- School of Exercise and Nutritional Sciences, San Diego State University, San Diego, CA 92182, USA.,Doctor of Physical Therapy Program, San Diego State University, San Diego, CA 92182, USA
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32
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Rensburg HJJV, Azad T, Ling M, Hao Y, Minassian LM, Snetsinger B, Khanal P, Rauh MJ, Graham CH, Yang X. Abstract 5434: Screen for immune-related transcriptional targets of the Hippo pathway in human breast cancer cells. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-5434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The Hippo signaling pathway has recently emerged as a cellular network that is dysregulated in cancer. In breast cancer cells, aberrant activation of the Hippo transducers (and transcriptional co-activators) TAZ and YAP leads to altered expression of their downstream gene targets and endows cells with multiple “hallmarks of cancer”. While several transcriptional targets of TAZ and YAP underlying their pro-tumorigenic activity have been described (e.g. CTGF, CYR61), gene targets of TAZ and YAP that modulate immune cell behavior in the tumor microenvironment are poorly understood. We have performed a comprehensive screen for immune-related transcriptional targets of TAZ and YAP in human breast cells. We have identified many candidate genes that are potentially regulated by TAZ and YAP including the immune checkpoint molecules PD-L1 and PD-L2, the lymphocyte regulator S1PR1 and the inflammasome component NLRP3. We have further validated PD-L1 as a bona fide transcriptional target of TAZ and YAP. These findings reveal new functions for the Hippo pathway in modifying immune responses and implicate TAZ and YAP in cancer immune evasion.
Citation Format: Helena J. Janse van Rensburg, Taha Azad, Min Ling, Yawei Hao, Lori M. Minassian, Brooke Snetsinger, Prem Khanal, Michael J. Rauh, Charles H. Graham, Xiaolong Yang. Screen for immune-related transcriptional targets of the Hippo pathway in human breast cancer cells [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 5434.
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Affiliation(s)
| | - Taha Azad
- Queen's University, Kingston, Ontario, Canada
| | - Min Ling
- Queen's University, Kingston, Ontario, Canada
| | - Yawei Hao
- Queen's University, Kingston, Ontario, Canada
| | | | | | - Prem Khanal
- Queen's University, Kingston, Ontario, Canada
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33
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Janse van Rensburg HJ, Azad T, Ling M, Hao Y, Snetsinger B, Khanal P, Minassian LM, Graham CH, Rauh MJ, Yang X. The Hippo Pathway Component TAZ Promotes Immune Evasion in Human Cancer through PD-L1. Cancer Res 2018; 78:1457-1470. [PMID: 29339539 DOI: 10.1158/0008-5472.can-17-3139] [Citation(s) in RCA: 191] [Impact Index Per Article: 31.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2017] [Revised: 12/14/2017] [Accepted: 01/10/2018] [Indexed: 11/16/2022]
Abstract
The Hippo pathway component WW domain-containing transcription regulator 1 (TAZ) is a transcriptional coactivator and an oncogene in breast and lung cancer. Transcriptional targets of TAZ that modulate immune cell function in the tumor microenvironment are poorly understood. Here, we perform a comprehensive screen for immune-related genes regulated by TAZ and its paralog YAP using NanoString gene expression profiling. We identify the immune checkpoint molecule PD-L1 as a target of Hippo signaling. The upstream kinases of the Hippo pathway, mammalian STE20-like kinase 1 and 2 (MST1/2), and large tumor suppressor 1 and 2 (LATS1/2), suppress PD-L1 expression while TAZ and YAP enhance PD-L1 levels in breast and lung cancer cell lines. PD-L1 expression in cancer cell lines is determined by TAZ activity and TAZ/YAP/TEAD increase PD-L1 promoter activity. Critically, TAZ-induced PD-L1 upregulation in human cancer cells is sufficient to inhibit T-cell function. The relationship between TAZ and PD-L1 is not conserved in multiple mouse cell lines, likely due to differences between the human and mouse PD-L1 promoters. To explore the extent of divergence in TAZ immune-related targets between human and mouse cells, we performed a second NanoString screen using mouse cell lines. We show that many targets of TAZ may be differentially regulated between these species. These findings highlight the role of Hippo signaling in modifying human/murine physiologic/pathologic immune responses and provide evidence implicating TAZ in human cancer immune evasion.Significance: Human-specific activation of PD-L1 by a novel Hippo signaling pathway in cancer immune evasion may have a significant impact on research in immunotherapy. Cancer Res; 78(6); 1457-70. ©2018 AACR.
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Affiliation(s)
| | - Taha Azad
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Min Ling
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Yawei Hao
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Brooke Snetsinger
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Prem Khanal
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Lori M Minassian
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada
| | - Charles H Graham
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada
| | - Michael J Rauh
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Xiaolong Yang
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada.
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Cull AH, Mahendru D, Snetsinger B, Good D, Tyryshkin K, Chesney A, Ghorab Z, Reis M, Buckstein R, Wells RA, Rauh MJ. Overexpression of Arginase 1 is linked to DNMT3A and TET2 mutations in lower-grade myelodysplastic syndromes and chronic myelomonocytic leukemia. Leuk Res 2017; 65:5-13. [PMID: 29227812 DOI: 10.1016/j.leukres.2017.12.003] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [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: 06/26/2017] [Revised: 11/27/2017] [Accepted: 12/01/2017] [Indexed: 12/13/2022]
Abstract
Immune dysregulation is a common feature of myelodysplastic syndromes (MDS) and chronic myelomonocytic leukemia (CMML), particularly in early stages. However, the genetic basis remains poorly understood. We recently reported that macrophages from mice deficient in tet methylcytosine dioxygenase 2 (Tet2), a model of MDS/CMML, are hyperinflammatory and have increased expression of arginase 1 (Arg1). In macrophages and myeloid derived suppressor cells (MDSCs) expression of Arg1 contributes to T-cell suppression and immune evasion by L-arginine depletion, in the setting of chronic inflammation and cancer. Since human MDS and CMML are driven by TET2 mutations and associated with chronic inflammation, we hypothesized that arginase enzymatic activity and ARG1 expression would be increased in human MDS/CMML bone marrow. Elevated arginase activity was observed in bone marrow mononuclear cells of MDS and CMML patients with lower-grade features. Immunohistochemical studies confirmed that myelomonocytic cells overexpress ARG1. Additionally, mutations in the epigenetic regulators TET2 and DNMT3A corresponded to high ARG1 expression and activity. These findings suggest ARG1 is a biomarker of immune dysregulation in early MDS and CMML. Recent murine findings have implicated Tet2 and Dnmt3a in regulation of innate immunity. Our study suggests similar changes may be driven by human TET2 and DNMT3A mutations.
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Affiliation(s)
- A H Cull
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON, Canada
| | - D Mahendru
- Crashley Myelodysplastic Syndrome Research Program, Sunnybrook Research Institute, Toronto, ON, Canada
| | - B Snetsinger
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON, Canada
| | - D Good
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON, Canada
| | - K Tyryshkin
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON, Canada
| | - A Chesney
- Department of Pathology, Sunnybrook Health Sciences, Toronto, ON, Canada
| | - Z Ghorab
- Department of Pathology, Sunnybrook Health Sciences, Toronto, ON, Canada
| | - M Reis
- Department of Pathology, Sunnybrook Health Sciences, Toronto, ON, Canada
| | - R Buckstein
- Crashley Myelodysplastic Syndrome Research Program, Sunnybrook Research Institute, Toronto, ON, Canada; Department of Medical Oncology/Hematology, Sunnybrook Odette Cancer Center/Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - R A Wells
- Crashley Myelodysplastic Syndrome Research Program, Sunnybrook Research Institute, Toronto, ON, Canada; Department of Medical Oncology/Hematology, Sunnybrook Odette Cancer Center/Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - M J Rauh
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON, Canada.
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35
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Abegunde SO, Buckstein R, Wells RA, Rauh MJ. An inflammatory environment containing TNFα favors Tet2-mutant clonal hematopoiesis. Exp Hematol 2017; 59:60-65. [PMID: 29195897 DOI: 10.1016/j.exphem.2017.11.002] [Citation(s) in RCA: 130] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2017] [Revised: 11/15/2017] [Accepted: 11/21/2017] [Indexed: 01/16/2023]
Abstract
Clonal hematopoiesis of aging and indeterminate potential (ARCH or CHIP), driven mainly by mutations in DNMT3A and TET2, is an emerging public health issue, affecting at least 10-15% of adults older than 65 years. CHIP is associated with increased risks of de novo and therapy-related hematological neoplasms and serves as a reservoir for leukemic relapse. CHIP is also associated with increased all-cause mortality and risk of cardio-metabolic disease. The latter association may be explained, at least in part, by the effects of inactivating mutations in TET2 on progeny macrophages. We and others have shown recently that TET2-deficient macrophages are hyperinflammatory and this may exacerbate processes such as atherosclerosis. We postulated an inflammatory state associated with TET2 inactivation and/or unhealthy aging may also favor TET2-mutant hematopoietic stem and progenitor cell (HSPC) expansion. Herein, we demonstrate a clonogenic advantage for Tet2-knockout murine and TET2-mutant human HSPCs in an in vitro environment that contains the proinflammatory cytokine tumor necrosis factor-alpha (TNFα). This phenotype emerges on chronic TNFα exposure and is associated with myeloid skewing and resistance to apoptosis. To our knowledge, this is the first evidence to suggest that TET2 mutations promote clonal dominance with aging by conferring TNFα resistance to sensitive bone marrow progenitors while also propagating such an inflammatory environment. Normalizing the immune environment may present a novel strategy to control or eradicate mutant CHIP clones.
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Affiliation(s)
- Samuel O Abegunde
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Rena Buckstein
- Division of Hematology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Richard A Wells
- Division of Hematology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Michael J Rauh
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada.
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36
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Cull AH, Snetsinger B, Buckstein R, Wells RA, Rauh MJ. Tet2 restrains inflammatory gene expression in macrophages. Exp Hematol 2017; 55:56-70.e13. [PMID: 28826859 DOI: 10.1016/j.exphem.2017.08.001] [Citation(s) in RCA: 185] [Impact Index Per Article: 26.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Revised: 08/07/2017] [Accepted: 08/08/2017] [Indexed: 12/13/2022]
Abstract
Tet methylcytosine dioxygenase 2 (TET2) is one of the earliest and most frequently mutated genes in clonal hematopoiesis of indeterminate potential (CHIP) and myeloid cancers, including myelodysplastic syndromes (MDS) and chronic myelomonocytic leukemia (CMML). TET2 catalyzes the oxidation of 5-methylcytosine to 5-hydroxymethylcytosine, leading to DNA demethylation, and also affects transcription by recruiting histone modifiers. Inactivating TET2 mutations cause epigenetic dysregulation, clonal hematopoietic stem cell (HSC) dominance, and monocytic lineage skewing. Here, we found that Tet2 was the most highly expressed Tet enzyme in murine macrophage (MΦ) differentiation. Tet2 transcription was further induced by lipopolysaccharide (LPS), but not interleukin (IL)-4, stimulation, potentially in a nuclear factor κβ-dependent manner. Tet2 loss did not affect early LPS gene responses in vitro, but increased Il-1b, Il-6, and Arginase 1 (Arg1) mRNA expression at later stages of stimulation in bone-marrow-derived MΦs (BMMΦs). Tet2-deficient peritoneal MΦs, however, demonstrated profound, constitutive expression of LPS-induced genes associated with an inflammatory state in vivo. In contrast, Tet2 deficiency did not affect alternative MΦ gene expression significantly in response to IL-4. These results suggested impaired resolution of inflammation in the absence of Tet2 both in vitro and in vivo. For the first time, we also detected TET2 mutations in BMMΦs from MDS and CMML patients and assayed their effects on LPS responses, including their potential influence on human IL-6 expression. Our results show that Tet2 restrains inflammation in murine MΦs and mice, raising the possibility that loss of TET2 function in MΦs may alter the immune environment in the large elderly population with TET2-mutant CHIP and in TET2-mutant myeloid cancer patients.
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Affiliation(s)
- Alyssa H Cull
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Brooke Snetsinger
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada
| | - Rena Buckstein
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Richard A Wells
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Michael J Rauh
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Ontario, Canada.
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Cull AH, Rauh MJ. Success in bone marrow failure? Novel therapeutic directions based on the immune environment of myelodysplastic syndromes. J Leukoc Biol 2017; 102:209-219. [DOI: 10.1189/jlb.5ri0317-083r] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Revised: 05/03/2017] [Accepted: 05/04/2017] [Indexed: 11/24/2022] Open
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Sekeres MA, Othus M, List AF, Odenike O, Stone RM, Gore SD, Litzow MR, Buckstein R, Fang M, Roulston D, Bloomfield CD, Moseley A, Nazha A, Zhang Y, Velasco MR, Gaur R, Atallah E, Attar EC, Cook EK, Cull AH, Rauh MJ, Appelbaum FR, Erba HP. Randomized Phase II Study of Azacitidine Alone or in Combination With Lenalidomide or With Vorinostat in Higher-Risk Myelodysplastic Syndromes and Chronic Myelomonocytic Leukemia: North American Intergroup Study SWOG S1117. J Clin Oncol 2017; 35:2745-2753. [PMID: 28486043 DOI: 10.1200/jco.2015.66.2510] [Citation(s) in RCA: 181] [Impact Index Per Article: 25.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Purpose Azacitidine is standard, first-line therapy in higher-risk myelodysplastic syndromes (MDS). Whether azacitidine-based combinations with lenalidomide or vorinostat produce superior overall response rates (ORRs) to azacitidine is not known. Patients and Methods North American Intergroup Study S1117 is a phase II/III trial that randomly assigned patients with higher-risk MDS and chronic myelomonocytic leukemia (CMML) 1:1:1 to azacitidine (75 mg/m2/day on days 1 to 7 of a 28-day cycle); azacitidine plus lenalidomide (10 mg/day on days 1 to 21); or azacitidine plus vorinostat (300 mg twice daily on days 3 to 9). The primary phase II end point was improved ORR. Results Of 277 patients from 90 centers, 92 received azacitidine, 93 received azacitidine plus lenalidomide, and 92 received azacitidine plus vorinostat. Median age was 70 years (range, 28 to 93 years), 85 patients (31%) were female, and 53 patients (19%) had CMML. Serious adverse events were similar across arms, although combination-arm patients were more likely to undergo nonprotocol-defined dose modifications ( P < .001).With a median follow-up of 23 months (range, 1 to 43 months), the ORR was 38% for patients receiving azacitidine, 49% for azacitidine plus lenalidomide ( P = .14 v azacitidine), and 27% for azacitidine plus vorinostat ( P = .16 v azacitidine). For patients with CMML, ORR was higher for azacitidine plus lenalidomide versus azacitidine (68% v 28%, P = .02) but similar for all arms across cytogenetic subgroups, as was remission duration and overall survival. ORR was higher with mutations in DNMT3A and lower for SRSF2, whereas ORR duration improved with fewer mutations. Lenalidomide dose reduction was associated with worse overall survival (hazard ratio, 1.30; P = .05). Conclusion Patients with higher-risk MDS treated with azacitidine-based combinations had similar ORR to azacitidine monotherapy, although patients with CMML benefitted from azacitidine plus lenalidomide. The efficacy of combination regimens may have been affected by dose modifications.
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Affiliation(s)
- Mikkael A Sekeres
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
| | - Megan Othus
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
| | - Alan F List
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
| | - Olatoyosi Odenike
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
| | - Richard M Stone
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
| | - Steven D Gore
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
| | - Mark R Litzow
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
| | - Rena Buckstein
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
| | - Min Fang
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
| | - Diane Roulston
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
| | - Clara D Bloomfield
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
| | - Anna Moseley
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
| | - Aziz Nazha
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
| | - Yanming Zhang
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
| | - Mario R Velasco
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
| | - Rakesh Gaur
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
| | - Ehab Atallah
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
| | - Eyal C Attar
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
| | - Elina K Cook
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
| | - Alyssa H Cull
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
| | - Michael J Rauh
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
| | - Frederick R Appelbaum
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
| | - Harry P Erba
- Mikkael A. Sekeres and Aziz Nazha, Cleveland Clinic, Cleveland; Clara D. Bloomfield, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Megan Othus and Anna Moseley, SWOG Statistical Center; Min Fang and Frederick R. Appelbaum, Fred Hutchinson Cancer Research Center, Seattle, WA; Alan F. List, H. Lee Moffitt Cancer Center, Tampa, FL; Olatoyosi Odenike, University of Chicago, Chicago; Mario R. Velasco, Heartland NCORP/Cancer Care Specialists of Central Illinois, Decatur, IL; Richard M. Stone, Dana Farber Cancer Institute; Eyal C. Attar, Massachusetts General Hospital, Boston, MA; Steven D. Gore, Yale University, New Haven, CT; Mark R. Litzow, Mayo Clinic, Rochester, MN; Rena Buckstein, Sunnybrook Health Sciences Centre, Toronto; Elina K. Cook, Alyssa H. Cull, and Michael J. Rauh, Queen's University, Kingston, Ontario, Canada; Diane Roulston, University of Michigan, Ann Arbor, MI; Yanming Zhang, Memorial Sloan-Kettering Cancer Center, New York, NY; Rakesh Gaur, Kansas City National Cancer Institute Community Oncology Research Program, Prairie Village, KS; Ehab Atallah, Medical College of Wisconsin, Milwaukee, WI; and Harry P. Erba, University of Alabama, Birmingham, AL
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Shrier I, Steele RJ, Zhao M, Naimi A, Verhagen E, Stovitz SD, Rauh MJ, Hewett TE. A multistate framework for the analysis of subsequent injury in sport (M-FASIS). Scand J Med Sci Sports 2015; 26:128-39. [PMID: 26040301 DOI: 10.1111/sms.12493] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/22/2015] [Indexed: 11/28/2022]
Abstract
Physical activity is beneficial for many aspects of health but is associated with a risk of injury. Studies that assess causal risk factors of injury and reinjury provide valuable information to help develop and improve injury prevention programs. However, the underlying assumptions of analytical approaches often used to estimate causal factors in injury and subsequent injury research are often violated. This means that ineffective or even harmful interventions could be proposed because the underlying analyses produced unreliable or invalid causal effect estimates. We describe an adapted version of the multistate framework [multistate framework for the analysis of subsequent injury in sport (M-FASIS)] that makes investigator choices more transparent with respect to outcome and healing time. In addition, M-FASIS incorporates all previous sport injury analytical frameworks and accounts for injuries or conditions that heal or do not heal to 100%, acute and overuse injuries, illnesses, and competing event outcomes.
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Affiliation(s)
- I Shrier
- Centre for Clinical Epidemiology, Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, Quebec, Canada
| | - R J Steele
- Department of Mathematics and Statistics, McGill University, Montreal, Quebec, Canada
| | - M Zhao
- Department of Mathematics and Statistics, McGill University, Montreal, Quebec, Canada
| | - A Naimi
- Department of Obstetrics and Gynecology, McGill University, Montreal, Quebec, Canada
| | - E Verhagen
- Department of Public and Occupational Health, EMGO+ Institute, VU University Medical Center, Amsterdam, The Netherlands
| | - S D Stovitz
- Department of Family Medicine and Community Health, University of Minnesota, Minneapolis, Minnesota, USA
| | - M J Rauh
- Doctor of Physical Therapy Program, San Diego State University, San Diego, California, USA
| | - T E Hewett
- OSU Sports Health & Performance Institute, Ohio State University, Columbus, Ohio, USA.,Departments of Physiology & Cell Biology, Family Medicine, Orthopaedics and Biomedical Engineering, Cincinnati Children's Hospital, Cincinnati, Ohio, USA
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Rauh MJ. Standardizing dysgranulopoiesis in MDS and AML: refining diagnostics and laying the foundation for novel morphological-genetic correlations. Leuk Res 2014; 38:428-9. [PMID: 24472687 DOI: 10.1016/j.leukres.2014.01.003] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2014] [Accepted: 01/04/2014] [Indexed: 11/28/2022]
Affiliation(s)
- Michael J Rauh
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, Canada.
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Rauh MJ, Rahman F, Good D, Silverman J, Brennan MK, Dimov N, Liesveld J, Ryan DH, Richard Burack W, Bennett JM. Blastic plasmacytoid dendritic cell neoplasm with leukemic presentation, lacking cutaneous involvement: Case series and literature review. Leuk Res 2012; 36:81-6. [DOI: 10.1016/j.leukres.2011.07.033] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2011] [Revised: 07/28/2011] [Accepted: 07/28/2011] [Indexed: 01/02/2023]
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Rauh MJ, Al Habeeb A, Chang H. Microangiopathic hemolytic anemia and leukoerythroblastic blood film heralding bone marrow metastatic gastroesophageal adenocarcinoma. Pathol Res Pract 2011; 207:121-3. [PMID: 20691546 DOI: 10.1016/j.prp.2010.07.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2010] [Revised: 06/19/2010] [Accepted: 07/08/2010] [Indexed: 10/19/2022]
Abstract
Despite modern technological advancements in laboratory hematology, the blood film remains an important diagnostic aid. Herein, we report the case of a patient with a history of gastric cancer, who presented seven years following apparently successful surgery and adjuvant chemo-radio-therapy, with blood film findings of microangiopathic hemolytic anemia (MAHA), thrombocytopenia, and leukoerythroblastosis (LEB). Although mimicking features of thrombotic thrombocytopenic purpura (TTP), subsequent bone marrow examination instead revealed an association with occult recurrence of necrotic, metastatic gastric adenocarcinoma. This case report and literature review highlight these rare, but important, hematological manifestations of gastric cancer, and the importance of astute laboratory and bone marrow investigations in preventing delays in appropriate treatment of the underlying malignancy.
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Affiliation(s)
- Michael J Rauh
- Haematopathology Residency Program, University of Toronto, Toronto, Canada
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Kuroda E, Ho V, Ruschmann J, Antignano F, Hamilton M, Rauh MJ, Antov A, Flavell RA, Sly LM, Krystal G. SHIP Represses the Generation of IL-3-Induced M2 Macrophages by Inhibiting IL-4 Production from Basophils. J Immunol 2009; 183:3652-60. [DOI: 10.4049/jimmunol.0900864] [Citation(s) in RCA: 85] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
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Abstract
The SH2-containing inositol-5'-phosphatase, SHIP, represses the proliferation, survival, and activation of hematopoietic cells, in large part by translocating to membranes following extracellular stimulation and hydrolysing the phosphatidylinositol-3-kinase (PI3K)-generated second messenger PI-3,4,5-P3 (PIP3) to PI-3,4-P2. SHIP-/- mice have, as a result, an increased number of monocyte/macrophages because their progenitors display enhanced survival and proliferation, as well as more rapid differentiation. Interestingly, SHIP-/- mice do not display lipopolysaccharide (LPS)- or CpG oligonucleotide-induced tolerance because this blunting of inflammatory mediator production is contingent upon LPS- and CpG-induced upregulation of SHIP in their macrophages and mast cells. This upregulation is mediated via the production of autocrine-acting TGFbeta which is induced via the MyD88-dependent pathway. The increased levels of SHIP then inhibit both MyD88-dependent and independent signaling. Intriguingly, SHIP-/- peritoneal and alveolar macrophages produce less nitric oxide (NO) than wild-type macrophages because they have constitutively high arginase I levels and this enzyme competes with inducible nitric oxide synthase (iNOS) for the substrate L-arginine. It is likely that, in the face of chronically elevated PIP3 levels in their myeloid progenitors, SHIP-/- mice display a skewed development away from M1 (killer) macrophages towards M2 (healing) macrophages. This suggests that SHIP plays a critical role in programming macrophages.
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Affiliation(s)
- Laura M Sly
- The Terry Fox Laboratory, B.C. Cancer Agency, Vancouver, BC, Canada
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Rauh MJ, Ho V, Pereira C, Sham A, Sly LM, Lam V, Huxham L, Minchinton AI, Mui A, Krystal G. SHIP represses the generation of alternatively activated macrophages. Immunity 2005; 23:361-74. [PMID: 16226502 DOI: 10.1016/j.immuni.2005.09.003] [Citation(s) in RCA: 213] [Impact Index Per Article: 11.2] [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: 02/20/2005] [Revised: 02/20/2005] [Accepted: 09/07/2005] [Indexed: 02/07/2023]
Abstract
We recently reported that SHIP restrains LPS-induced classical (M1) activation of in vitro differentiated, bone marrow-derived macrophages (BMMPhis) and that SHIP upregulation is essential for endotoxin tolerance. Herein, we show that in vivo differentiated SHIP-/- peritoneal (PMPhis) and alveolar (AMPhis) macrophages, unlike their wild-type counterparts, are profoundly M2 skewed (alternatively activated), possessing constitutively high arginase I (ArgI) and Ym1 levels and impaired LPS-induced NO production. Consistent with this, SHIP-/- mice display M2-mediated lung pathology and enhanced tumor implant growth. Interestingly, BMMPhis from SHIP-/- mice do not display this M2 phenotype unless exposed to TGFbeta within normal mouse plasma (MP) during in vitro differentiation. Our results suggest that SHIP functions in vivo to repress M2 skewing and that macrophage polarization can occur during differentiation in response to TGFbeta if progenitors have elevated PIP3.
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Affiliation(s)
- Michael J Rauh
- Terry Fox Laboratory, British Columbia Cancer Agency, Vancouver, British Columbia V5Z 1L3, Canada
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46
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Abstract
The SHIP1 (SH2-containing inositol-5′-phosphatase 1) acts as a negative regulator of proliferation, survival and end cell activation in haemopoietic cells. It does so, at least in part, by translocating to membranes after extracellular stimulation and hydrolysing the phosphoinositide 3-kinase-generated second messenger, PtdIns(3,4,5)P3 to PtdIns(3,4)P2. SHIP1−/− mice have, as a result, an increased number of neutrophils and monocyte/macrophages because their progenitors display enhanced survival and proliferation. These mice also suffer from osteoporosis because of an increased number of hyperactive osteoclasts and a significant neutrophil infiltration of the lungs. Interestingly, SHIP1−/− mice do not display endotoxin tolerance and we have found that lipopolysaccharide-induced endotoxin tolerance is contingent on up-regulating SHIP1, through the production of autocrine-acting transforming growth factor-β, in bone-marrow-derived macrophages and mast cells. Intriguingly, unlike bone-marrow-derived macrophages, SHIP1−/− peritoneal and alveolar macrophages produce 10-fold less NO than wild-type macrophages because these in vivo-generated macrophages have very high arginase I levels and this enzyme competes with inducible nitric oxide synthase for the substrate L-arginine. It is probable that, in the face of chronically increased PtdIns(3,4,5)P3 levels in their myeloid progenitors, SHIP1−/− mice display a skewed development away from M1 (killer) macrophages (which have high inducible nitric oxide synthase levels and produce NO to kill microorganisms and tumour cells), towards M2 (healing) macrophages (which have high arginase levels and produce ornithine to promote host-cell growth and collagen formation). This skewing probably occurs to avoid septic shock and suggests that the phosphoinositide 3-kinase pathway plays a critical role in programming macrophages.
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Affiliation(s)
- M J Rauh
- The Terry Fox Laboratory, B.C. Cancer Agency, Vancouver, BC, Canada
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Sly LM, Rauh MJ, Kalesnikoff J, Song CH, Krystal G. LPS-induced upregulation of SHIP is essential for endotoxin tolerance. Immunity 2004; 21:227-39. [PMID: 15308103 DOI: 10.1016/j.immuni.2004.07.010] [Citation(s) in RCA: 243] [Impact Index Per Article: 12.2] [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: 08/14/2003] [Revised: 06/14/2004] [Accepted: 06/16/2004] [Indexed: 12/16/2022]
Abstract
An initial exposure to lipopolysaccharide (LPS) induces a transient state of hyporesponsiveness to a subsequent challenge with LPS. The mechanism underlying this phenomenon, termed endotoxin tolerance, remains poorly understood despite a recent resurgence of interest in this area. We demonstrate herein that SHIP(-/-) bone marrow-derived macrophages (BMmphis) and mast cells (BMMCs) do not display endotoxin tolerance. Moreover, an initial LPS treatment of wild-type BMmphis or BMMCs increases the level of SHIP, but not SHIP2 or PTEN, and this increase is critical for the hyporesponsiveness to subsequent LPS stimulation. Interestingly, this increase in SHIP protein is mediated by the LPS-induced production of autocrine-acting TGFbeta and neutralizing antibodies to TGFbeta block LPS-induced endotoxin tolerance. In vivo studies with SHIP(+/+) and SHIP(-/-) mice confirm these in vitro findings and show a correlation between the duration of endotoxin tolerance and elevated SHIP levels.
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Affiliation(s)
- Laura M Sly
- The Terry Fox Laboratory, BC Cancer Agency, 601 West 10th Avenue, Vancouver, British Columbia, V5Z 1L3, Canada
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Kalesnikoff J, Sly LM, Hughes MR, Büchse T, Rauh MJ, Cao LP, Lam V, Mui A, Huber M, Krystal G. The role of SHIP in cytokine-induced signaling. Rev Physiol Biochem Pharmacol 2004; 149:87-103. [PMID: 12692707 DOI: 10.1007/s10254-003-0016-y] [Citation(s) in RCA: 74] [Impact Index Per Article: 3.7] [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: 12/30/2022]
Abstract
The phosphatidylinositol (PI)-3 kinase (PI3K) pathway plays a central role in regulating many biological processes via the generation of the key second messenger PI-3,4,5-trisphosphate (PI-3,4,5-P3). This membrane-associated phospholipid, which is rapidly, albeit transiently, synthesized from PI-4,5-P2 by PI3K in response to a diverse array of extracellular stimuli, attracts pleckstrin homology (PH) domain-containing proteins to membranes to mediate its many effects. To ensure that the activation of this pathway is appropriately suppressed/terminated, the ubiquitously expressed tumor suppressor PTEN hydrolyzes PI-3,4,5-P3 back to PI-4,5-P2 while the 145-kDa hemopoietic-restricted SH2-containing inositol 5'- phosphatase, SHIP (also known as SHIP1), the 104-kDa stem cell-restricted SHIP (sSHIP) and the more widely expressed 150-kDa SHIP2 hydrolyze PI-3,4,5-P3 to PI-3,4-P2. In this review we will concentrate on the properties of the three SHIPs, with special emphasis being placed on the role that SHIP plays in cytokine-induced signaling.
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Affiliation(s)
- J Kalesnikoff
- The Terry Fox Laboratory, BC Cancer Agency, Vancouver, V5Z 1L3, Canada
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Sly LM, Rauh MJ, Kalesnikoff J, Büchse T, Krystal G. SHIP, SHIP2, and PTEN activities are regulated in vivo by modulation of their protein levels: SHIP is up-regulated in macrophages and mast cells by lipopolysaccharide. Exp Hematol 2004; 31:1170-81. [PMID: 14662322 DOI: 10.1016/j.exphem.2003.09.011] [Citation(s) in RCA: 79] [Impact Index Per Article: 4.0] [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: 01/23/2023]
Abstract
The phosphatidylinositol-3 kinase (PI3K) pathway plays a central role in regulating numerous biologic processes, including survival, adhesion, migration, metabolic activity, proliferation, differentiation, and end cell activation through the generation of the potent second messenger PI-3,4,5-trisphosphate (PI-3,4,5-P(3)). To ensure that activation of this pathway is appropriately suppressed/terminated, the ubiquitously expressed 54-kDa tumor suppressor PTEN hydrolyzes PI-3,4,5-P(3) to PI-4,5-P(2), whereas the 145-kDa hematopoietic-restricted SH2-containing inositol 5'-phosphatase SHIP (also known as SHIP1), the 104-kDa stem cell-restricted SHIP sSHIP, and the more widely expressed 150-kDa SHIP2 break it down to PI-3,4-P(2). In this review, we focus on the properties of these phospholipid phosphatases and summarize recent data showing that the activities of these negative regulators often are modulated by simply altering their protein levels. We also highlight the critical role that SHIP plays in lipopolysaccharide-induced macrophage activation and in endotoxin tolerance.
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Affiliation(s)
- Laura M Sly
- The Terry Fox Laboratory, British Columbia Cancer Agency, 601 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
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Rauh MJ, Kalesnikoff J, Hughes M, Sly L, Lam V, Krystal G. Role of Src homology 2-containing-inositol 5'-phosphatase (SHIP) in mast cells and macrophages. Biochem Soc Trans 2003; 31:286-91. [PMID: 12546703 DOI: 10.1042/bst0310286] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.3] [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: 11/17/2022]
Abstract
The haemopoietic-restricted Src homology 2-containing inositol 5'-phosphatase (SHIP) acts as a negative regulator of myeloid cell proliferation, survival and end-cell activation. It does so, at least in part, by hydrolysing the phosphoinositide 3-kinase (PI3K)-generated second messenger, PtdIns(3,4,5) P (3) (PI-3,4,5-P(3)) to PtdIns(3,4) P (2). As a result, the myeloid progenitors in SHIP-knockout mice display enhanced survival and proliferation and the mice have increased numbers of neutrophils and monocytes/macrophages. Interestingly, although SHIP is not required for mast cell or macrophage development, it restrains their differentiation since progenitors from SHIP(-/-) mice differentiate into mature mast cells and macrophages significantly faster than their wild-type counterparts. This could suggest that elevated PI-3,4,5-P(3) levels accelerate myeloid differentiation. In bone-marrow-derived mast cells, SHIP prevents degranulation by IgE alone, restrains IgE-antigen-induced degranulation and limits the production of inflammatory cytokines. On the other hand, in peritoneal macrophages, SHIP is a positive regulator of NO production, since SHIP(-/-) peritoneal macrophages produce 5-10-fold less NO than their wild-type counterparts, even though they show greater lipopolysaccharide/interferon-gamma-induced nuclear factor kappa B activation and more rapid inducible NO synthase (iNOS) generation. This is a result of 10-fold higher levels of arginase I in the SHIP(-/-) macrophages, which redirects the iNOS substrate, L-arginine, from NO to ornithine production. This suggests that the chronically elevated PI-3,4,5-P(3) levels in SHIP(-/-) mice may convert M1 (killing) macrophages, which produce NO to kill micro-organisms and tumour cells, into M2 (healing) macrophages, which produce ornithine to promote host cell growth and fibrosis.
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Affiliation(s)
- M J Rauh
- The Terry Fox Laboratory, B.C. Cancer Agency, 601 West 10th Avenue, Vancouver, British Columbia, V5Z 1L3, Canada
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