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Buck T, Hartley-Brown MA, Efebera YA, Milner CP, Zonder JA, Richardson PG, Salinardi T, Rice MS. Real-world multiple myeloma risk factors and outcomes by non-Hispanic Black/African American and non- Hispanic White race/ethnicity in the United States. Haematologica 2024; 109:1882-1892. [PMID: 38031762 PMCID: PMC11141648 DOI: 10.3324/haematol.2023.282788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Accepted: 11/17/2023] [Indexed: 12/01/2023] Open
Abstract
Examination of the impact of race and ethnicity on multiple myeloma (MM) outcomes has yielded inconsistent results. This retrospective, real-world (RW) study describes patient, disease, and treatment characteristics (and associations with survival outcomes) among newly diagnosed MM patients of non-Hispanic (NH) Black/African American (AA) and NH White race/ethnicity in the US. We included patients from the nationwide Flatiron Health electronic health record-derived de-identified database who initiated first line of therapy (LOT) for MM between January 1, 2016 and March 31, 2022. Of 4,614 patients in our study cohort, 23.3% were NH Black/AA. Non-Hispanic Black/AA patients were younger than NH White patients at diagnosis (median 68 vs. 71 years) and more likely to be female (53.4% vs. 43.5%). Rates of high-risk cytogenetics and 1q21+ were similar between races/ethnicities. The most common primary regimen used was lenalidomide-bortezomib-dexamethasone (50.1% of NH Black/AA and 48.1% of NH White patients). Receipt of stem cell transplantation during first LOT was less common among NH Black/AA (16.5%) than NH White (21.9%) patients. Unadjusted RW progression-free survival (rwPFS) and overall survival (rwOS) were similar between races/ethnicities. After multivariable adjustment, NH Black/AA race/ethnicity was associated with slightly inferior rwPFS (hazard ratio [HR]=1.13; 95% confidence interval [CI]: 1.01-1.27). The difference in rwOS (HR=1.12; 95% CI: 0.98-1.28) was not statistically significant. In general, associations between risk factors for rwPFS and rwOS were consistent between races/ethnicities. Findings from this analysis help to inform clinicians about the impact of race/ethnicity on MM treatment paradigms and outcomes in the US.
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Affiliation(s)
- Tondre Buck
- Spartanburg Medical Center, Center for Hematology/Oncology, Spartanburg, SC.
| | - Monique A Hartley-Brown
- Division of Hematologic Malignancy, Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Harvard Medical School, Dana-Farber Cancer Institute, Boston, MA
| | - Yvonne A Efebera
- Division of Blood and Marrow Transplant and Cellular Therapy, OhioHealth, Columbus, OH
| | - Carter P Milner
- Division of Hematology and Medical Oncology, Department of Medicine, University of Mississippi Medical Center, Jackson, MS
| | - Jeffrey A Zonder
- Department of Oncology, Barbara Ann Karmanos Cancer Institute, Wayne State University, Detroit, MI
| | - Paul G Richardson
- Division of Hematologic Malignancy, Department of Medical Oncology, Jerome Lipper Multiple Myeloma Center, Harvard Medical School, Dana-Farber Cancer Institute, Boston, MA
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Mikhael J, Cichewicz A, Mearns ES, Girvan A, Pierre V, Rawashdh NA, Yellow-Duke A, Cornell RF, Nixon M. Overall Survival in Patients With Multiple Myeloma in the U.S.: A Systematic Literature Review of Racial Disparities. CLINICAL LYMPHOMA, MYELOMA & LEUKEMIA 2024; 24:e1-e12. [PMID: 37923653 DOI: 10.1016/j.clml.2023.09.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 07/26/2023] [Accepted: 09/26/2023] [Indexed: 11/07/2023]
Abstract
Multiple myeloma (MM) accounts for 10% of hematologic cancers in the U.S.; however, incidence and mortality occur disproportionately between racial groups in real-world settings. Our study's objective was to systematically characterize the disparities in overall survival (OS) among Black and White patients with MM in the US using real-world evidence studies. A systematic literature review was undertaken by searching Embase and MEDLINE for observational studies conducted in the US, published between January 1, 2015 and October 25, 2021, and reporting OS for Black and White patients with MM. Records were reviewed by 2 independent researchers. OS data were extracted as hazard ratios (HR), median survival, or %, with methods of adjustment, as reported. Evidence quality was assessed by data source, population, and variables for which HRs for risk of death were adjusted. We included 33 US studies comprising 410,086 patients (21.5% Black; 78.5% White) with MM. Receipt of treatment varied; however, most studies reported that patients either underwent stem cell transplant and/or received systemic therapy. HRs from 9 studies were considered "high quality" by comparing nationally representative, generalizable cohorts and adjusting for key prognostic, treatment, and/or socioeconomic factors. After adjustment, these data suggested that Black patients exhibit similar or superior survival outcomes compared with their White counterparts. When data are adjusted for important confounders, Black patients exhibit better or equal survival to White patients, indicating that similarities in patient populations and equal access to treatment can bridge the disparity in patient outcomes between races.
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Affiliation(s)
| | | | | | | | - Vicki Pierre
- Evidera, a part of Thermo Fisher Scientific, Waltham, MA
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Hartley-Brown M, Cole CE, Price P, Andreini M, Mulligan G, Young AQ, Cho HJ. Creating Equitable and Inclusive Clinical Trials for Multiple Myeloma. CLINICAL LYMPHOMA, MYELOMA & LEUKEMIA 2024; 24:32-39. [PMID: 37783639 DOI: 10.1016/j.clml.2023.09.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 09/07/2023] [Accepted: 09/11/2023] [Indexed: 10/04/2023]
Abstract
Black and Latino/Hispanic populations are disproportionately impacted by multiple myeloma (MM) in the United States and are underrepresented in many clinical trials. The Multiple Myeloma Research Foundation sponsored a 1-day workshop of 46 experts spanning the ecosystem of MM research and care, including government, academia, nonprofits, pharma/biotech, community partners, and retail pharmacy. Specific, tangible steps to overcome the well-documented barriers to improving the diversity and inclusivity of clinical trials were discussed, including broadening inclusion/exclusion criteria, reducing the financial and other burdens of trial participants, selecting diverse study sites, including implicit bias training, and taking steps to empower patients.
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Affiliation(s)
| | - Craig E Cole
- Michigan State University-Karmanos Cancer Institute, Lansing, MI
| | | | | | | | | | - Hearn Jay Cho
- Multiple Myeloma Research Foundation, Norwalk, CT; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY.
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Bhutani M, Blue BJ, Cole C, Badros AZ, Usmani SZ, Nooka AK, Bernal-Mizrachi L, Mikhael J. Addressing the disparities: the approach to the African American patient with multiple myeloma. Blood Cancer J 2023; 13:189. [PMID: 38110338 PMCID: PMC10728116 DOI: 10.1038/s41408-023-00961-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2023] [Revised: 11/29/2023] [Accepted: 12/01/2023] [Indexed: 12/20/2023] Open
Abstract
There are significant disparities with regards to incidence, timely diagnosis, access to treatment, clinical trial participation and health care utilization that negatively impact outcomes for African American patients with multiple myeloma. Health care providers have a role in ameliorating these disparities with thoughtful consideration of historical, sociocultural, individual and disease characteristics that influence the care provided to African American patient population. This review by a group of experts committed to health disparity in multiple myeloma provides a snapshot of disparities at both biologic and non-biologic levels, barriers to clinical care, and best practices to ensure that African American patients receive the best care available.
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Affiliation(s)
- Manisha Bhutani
- Department of Hematologic Oncology and Blood Disorders, Atrium Health Levine Cancer Institute/Wake Forest School of Medicine, Charlotte, NC, USA.
| | - Brandon J Blue
- Department of Malignant Hematology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Craig Cole
- Division of Hematology and Oncology, Michigan State University, College of Human Medicine/Karmanos Cancer Institute at McLaren Greater Lansing, Lansing, MI, USA
| | - Ashraf Z Badros
- Department of Medicine, University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Saad Z Usmani
- Multiple Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ajay K Nooka
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University School of Medicine, Atlanta, GA, USA
| | - Leon Bernal-Mizrachi
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University School of Medicine, Atlanta, GA, USA
| | - Joseph Mikhael
- Translational Genomics Research Institute, City of Hope Cancer Center, Phoenix, AZ, USA
- International Myeloma Foundation, Studio City, CA, USA
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Dally N, Baranes M, Akria L, Kashlikov M, Tarabia K, Sharabi-Nov A, Suriu C, Braester A. Ethnic disparities in presentation but not outcome in multiple myeloma patients: a multicenter retrospective study in Northern Israel. Leuk Lymphoma 2023; 64:2148-2155. [PMID: 37715316 DOI: 10.1080/10428194.2023.2251072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 08/18/2023] [Indexed: 09/17/2023]
Abstract
Several studies showed ethnic disparities in multiple myeloma (MM) incidence and prognosis. In order to compare prognosis and overall survival between different ethnic groups, a multicenter retrospective study was conducted in Northern Israel. A total of 145 patients suffering from MM were included (72% Jewish, and 28% Arabs) who were treated between 2008-2018. A difference was found in the stage of the disease at the time of diagnosis, patients of Arab origin were diagnosed at a more advanced stage (III), (53.7% vs. 33.7%, respectively). A mortality rate of 48.9% was found in the study, regardless of population ethnic origin. No significant differences in rates of MGUS, MM symptoms, treatments, or progression-free survival (PFS) and overall survival (OS) were observed between ethnic groups. This suggests that raising awareness of MM may result in an earlier diagnosis, especially among patients of Arab origin, preventing unnecessary suffering from these patients.
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Affiliation(s)
- Najib Dally
- Hematology Institute Ziv Medical Center, Safed, Israel
- Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Myriam Baranes
- Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Luiza Akria
- Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
- Hematology Institute the Galilee Medical Center, Naharia, Israel
| | | | | | - Adi Sharabi-Nov
- Hematology Institute Ziv Medical Center, Safed, Israel
- Tel-Hai Academic College, Kiryat Shmona, Israel
| | - Celia Suriu
- Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
- Hematology Institute the Galilee Medical Center, Naharia, Israel
| | - Andrei Braester
- Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
- Hematology Institute the Galilee Medical Center, Naharia, Israel
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Li S, Suehs BT, Fu A, Sangaré L, Kim C, Gastanaga VM, Liu J, Yan H, Xu Y, Mikhael J. Heart Failure Among Patients with Multiple Myeloma Treated with Carfilzomib-Based Versus Non-Carfilzomib-Based Regimens in the United States by Race. CLINICAL LYMPHOMA, MYELOMA & LEUKEMIA 2023:S2152-2650(23)00137-4. [PMID: 37258396 DOI: 10.1016/j.clml.2023.04.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 03/28/2023] [Accepted: 04/24/2023] [Indexed: 06/02/2023]
Abstract
BACKGROUND Carfilzomib treatment for multiple myeloma (MM) can increase heart failure risk. Whether this risk differs by race is unknown. PATIENTS AND METHODS We sought to estimate the incidence rates (IRs) of heart failure hospitalization among mostly 65-years-and-older US patients with MM by race treated with carfilzomib- and non-carfilzomib-based regimens in the real-world using Centers for Medicare & Medicaid Services Medicare Fee-for-Service data, Optum Clinformatics Data Mart, and Humana Research Database. The risk of heart failure hospitalization associated with a carfilzomib-based regimen was evaluated using propensity score matching among Black and White patients receiving second or later lines of therapy. RESULTS Most patient-episodes (88%) were in persons 65 years or older for the 3 cohorts combined. The IR (95% CI) of heart failure hospitalization was higher for patient-episodes treated with a carfilzomib-based regimen than those with a non-carfilzomib-based regimen for both White (14.5 [12.2-17.0] vs. 10.7 [10.3-11.2] events per person-years) and Black patients (15.8 [10.1-23.5] vs. 12.1 [10.9-13.4] events per person-years) in the Medicare cohort. After propensity score matching, the hazard ratio (95% CI) of increased heart failure hospitalization comparing carfilzomib-based to non-carfilzomib-based regimens for White patients (1.6 [1.3-2.0]) was similar to that of Black patients (1.7 [1.0-2.9]) in the Medicare Database, and in the Humana Database (1.4 [0.8-2.6] and 1.2 [0.4-3.5], respectively). CONCLUSION Although the IR of heart failure among patients with MM treated with a carfilzomib-based regimen was slightly higher, no evidence suggested the relative risk was different between White and Black patients with MM.
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Affiliation(s)
- Shuling Li
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, MN, United States.
| | | | - Alan Fu
- Amgen Inc, Center for Observational Research (CfOR), Thousand Oaks, CA, United States
| | - Laura Sangaré
- Amgen Inc, Center for Observational Research (CfOR), Thousand Oaks, CA, United States
| | - Chris Kim
- Amgen Inc, Center for Observational Research (CfOR), Thousand Oaks, CA, United States
| | - Victor M Gastanaga
- Amgen Inc, Center for Observational Research (CfOR), Thousand Oaks, CA, United States
| | - Jiannong Liu
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, MN, United States
| | - Heng Yan
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, MN, United States
| | - Yihua Xu
- Humana Healthcare Research, Louisville, KY, United States
| | - Joseph Mikhael
- Applied Cancer Research and Drug Discovery Division, Translational Genomics Research Institute (TGen), City of Hope Cancer Center, Phoenix, AZ, United States
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7
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Mikhael J, Bhutani M, Cole CE. Multiple Myeloma for the Primary Care Provider: A Practical Review to Promote Earlier Diagnosis Among Diverse Populations. Am J Med 2023; 136:33-41. [PMID: 36150517 DOI: 10.1016/j.amjmed.2022.08.030] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 08/24/2022] [Accepted: 08/29/2022] [Indexed: 12/13/2022]
Abstract
Multiple myeloma is the second most common hematologic malignancy in the United States and the most common hematologic malignancy among Blacks/African Americans. Delay in diagnosis is common and has been associated with inferior disease-free survival and increased rates of myeloma-related complications. Despite a roughly 2-times higher risk of multiple myeloma, diagnostic delay appears more common, and improvements in 5-year survival rates have been slower among Blacks/African Americans than their White counterparts. When patient symptoms and basic laboratory findings are suggestive of multiple myeloma, the primary care provider should initiate extended laboratory work-up that includes serum protein electrophoresis, serum immunoglobulin free light chain assay, and serum immunofixation. Heightened awareness within high-risk populations such as Blacks/African Americans may help to eliminate racial disparities in the diagnosis and treatment of multiple myeloma.
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Affiliation(s)
- Joseph Mikhael
- Applied Cancer Research and Drug Discovery Division, Translational Genomics Research Institute (TGen), City of Hope Cancer Center, Phoenix, Ariz; International Myeloma Foundation, Studio City, Calif.
| | - Manisha Bhutani
- Department of Hematologic Oncology and Blood Disorders, Division of Plasma Cell Disorders, Atrium Health/Wake Forest Baptist, Levine Cancer Institute, Charlotte, NC
| | - Craig E Cole
- Department of Medicine, Michigan State University-Karmanos Cancer Institute at McLaren Greater Lansing, Lansing
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8
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Bhutani M, Lonial S, Mikhael J. Disparities in multiple myeloma among African Americans. J Natl Med Assoc 2022; 115:S26-S31. [PMID: 36566137 DOI: 10.1016/j.jnma.2022.10.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Accepted: 10/05/2022] [Indexed: 12/24/2022]
Affiliation(s)
| | - Sagar Lonial
- Translational Genomics Research Institute, Phoenix, AZ 85004
| | - Joseph Mikhael
- Winship Cancer Institute, Emory University, Atlanta, GA.
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9
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Diamantidis MD, Papadaki S, Hatjiharissi E. Exploring the current molecular landscape and management of multiple myeloma patients with the t(11;14) translocation. Front Oncol 2022; 12:934008. [PMID: 35982976 PMCID: PMC9379277 DOI: 10.3389/fonc.2022.934008] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Accepted: 07/04/2022] [Indexed: 11/13/2022] Open
Abstract
Multiple myeloma (MM) is a genetically complex disease. The key myeloma-initiating genetic events are hyperdiploidy and translocations involving the immunoglobulin heavy chain (IgH) enhancer on chromosome 14, which leads to the activation of oncogenes (e.g., CCND1, CCND3, MAF, and MMSET). The t(11;14) translocation is the most common in MM (15%–20%) and results in cyclin D1 (CCND1) upregulation, which leads to kinase activation and tumor cell proliferation. Notably, t(11;14) occurs at a higher rate in patients with plasma cell leukemia (40%) and light chain amyloidosis (50%). Patients with myeloma who harbor the t(11;14) translocation have high levels of the anti-apoptotic protein B-cell lymphoma 2 (BCL2). Multiple studies demonstrated that the presence of t(11;14) was predictive of BCL2 dependency, suggesting that BCL2 could be a target in this subtype of myeloma. Venetoclax, an oral BCL2 inhibitor, has shown remarkable activity in treating relapsed/refractory MM patients with t(11;14) and BCL2 overexpression, either as monotherapy or in combination with other anti-myeloma agents. In this review, we describe the molecular defects associated with the t(11;14), bring into question the standard cytogenetic risk of myeloma patients harboring t(11;14), summarize current efficacy and safety data of targeted venetoclax-based therapies, and discuss the future of individualized or precision medicine for this unique myeloma subgroup, which will guide optimal treatment.
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Affiliation(s)
- Michael D. Diamantidis
- Thalassemia and Sickle Cell Disease Unit, Department of Hematology, General Hospital of Larissa, Larissa, Greece
| | - Sofia Papadaki
- Division of Hematology, First Department of Internal Medicine, AHEPA General Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Evdoxia Hatjiharissi
- Division of Hematology, First Department of Internal Medicine, AHEPA General Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
- *Correspondence: Evdoxia Hatjiharissi,
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10
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Differences in the cytogenetic underpinnings of AL amyloidosis among African Americans and Caucasian Americans. Blood Cancer J 2022; 12:100. [PMID: 35787622 PMCID: PMC9253332 DOI: 10.1038/s41408-022-00697-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 06/13/2022] [Accepted: 06/15/2022] [Indexed: 11/08/2022] Open
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11
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Racial and ethnic differences in clonal hematopoiesis, tumor markers, and outcomes of patients with multiple myeloma. Blood Adv 2022; 6:3767-3778. [PMID: 35500227 PMCID: PMC9631567 DOI: 10.1182/bloodadvances.2021006652] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 04/07/2022] [Indexed: 11/20/2022] Open
Abstract
Age of onset and survival disparities exist for racial and ethnic minority patients diagnosed with MM. Differences in somatic mutations in tumor and blood (ie, clonal hematopoiesis) may contribute to disparities in outcomes observed.
Multiple myeloma (MM) incidence, mortality, and survival vary by race and ethnicity, but the causes of differences remain unclear. We investigated demographic, clinical, and molecular features of diverse MM patients to elucidate mechanisms driving clinical disparities. This study included 495 MM patients (self-reported Hispanic, n = 45; non-Hispanic Black, n = 52; non-Hispanic White, n = 398). Hispanic and non-Hispanic Black individuals had an earlier age of onset than non-Hispanic White individuals (53 and 57 vs 63 years, respectively, P < .001). There were no differences in treatment by race and ethnicity groups, but non-Hispanic Black patients had a longer time to hematopoietic cell transplant than non-Hispanic White patients (376 days vs 248 days; P = .01). Overall survival (OS) was improved for non-Hispanic Black compared with non-Hispanic White patients (HR, 0.50; 95% CI, 0.31-0.81; P = .005), although this association was attenuated after adjusting for clinical features (HR, 0.62; 95% CI, 0.37-1.03; P = .06). Tumor mutations in IRF4 were most common in Hispanic patients, and mutations in SP140, AUTS2, and SETD2 were most common in non-Hispanic Black patients. Differences in tumor expression of BCL7A, SPEF2, and ANKRD26 by race and ethnicity were observed. Clonal hematopoiesis was detected in 12% of patients and associated with inferior OS in non-Hispanic Black patients compared with patients without clonal hematopoiesis (HR, 4.36; 95% CI, 1.36-14.00). This study provides insight into differences in molecular features that may drive clinical disparities in MM patients receiving comparable treatment, with the novel inclusion of Hispanic individuals.
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12
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Giaquinto AN, Miller KD, Tossas KY, Winn RA, Jemal A, Siegel RL. Cancer statistics for African American/Black People 2022. CA Cancer J Clin 2022; 72:202-229. [PMID: 35143040 DOI: 10.3322/caac.21718] [Citation(s) in RCA: 218] [Impact Index Per Article: 109.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Accepted: 12/30/2021] [Indexed: 12/19/2022] Open
Abstract
African American/Black individuals have a disproportionate cancer burden, including the highest mortality and the lowest survival of any racial/ethnic group for most cancers. Every 3 years, the American Cancer Society estimates the number of new cancer cases and deaths for Black people in the United States and compiles the most recent data on cancer incidence (herein through 2018), mortality (through 2019), survival, screening, and risk factors using population-based data from the National Cancer Institute and the Centers for Disease Control and Prevention. In 2022, there will be approximately 224,080 new cancer cases and 73,680 cancer deaths among Black people in the United States. During the most recent 5-year period, Black men had a 6% higher incidence rate but 19% higher mortality than White men overall, including an approximately 2-fold higher risk of death from myeloma, stomach cancer, and prostate cancer. The overall cancer mortality disparity is narrowing between Black and White men because of a steeper drop in Black men for lung and prostate cancers. However, the decline in prostate cancer mortality in Black men slowed from 5% annually during 2010 through 2014 to 1.3% during 2015 through 2019, likely reflecting the 5% annual increase in advanced-stage diagnoses since 2012. Black women have an 8% lower incidence rate than White women but a 12% higher mortality; further, mortality rates are 2-fold higher for endometrial cancer and 41% higher for breast cancer despite similar or lower incidence rates. The wide breast cancer disparity reflects both later stage diagnosis (57% localized stage vs 67% in White women) and lower 5-year survival overall (82% vs 92%, respectively) and for every stage of disease (eg, 20% vs 30%, respectively, for distant stage). Breast cancer surpassed lung cancer as the leading cause of cancer death among Black women in 2019. Targeted interventions are needed to reduce stark cancer inequalities in the Black community.
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Affiliation(s)
- Angela N Giaquinto
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia, USA
| | - Kimberly D Miller
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia, USA
| | - Katherine Y Tossas
- Department of Health Behavior and Policy, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Robert A Winn
- Department of Health Behavior and Policy, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Ahmedin Jemal
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia, USA
| | - Rebecca L Siegel
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia, USA
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13
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Dong J, Garacci Z, Buradagunta CS, D'Souza A, Mohan M, Cunningham A, Janz S, Dhakal B, Thrift AP, Hari P. Black patients with multiple myeloma have better survival than white patients when treated equally: a matched cohort study. Blood Cancer J 2022; 12:34. [PMID: 35210395 PMCID: PMC8873507 DOI: 10.1038/s41408-022-00633-5] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 01/12/2022] [Accepted: 02/08/2022] [Indexed: 01/07/2023] Open
Abstract
We assessed differences in survival between non-Hispanic black (NHB) and non-Hispanic white (NHW) patients with multiple myeloma (MM), and the sequential effects of patient characteristics, and diagnosis and treatment-related factors on the survival disparity using data from 3319 NHB and 20,831 NHW MM patients in the SEER-Medicare (1999-2017) database. Four sets of 3319 NHWs were matched sequentially to the same set of 3319 NHBs, based on demographics (age, sex, year of diagnosis, marital status, and SEER site), socioeconomic status (SES, demographics plus SES), presentation factors (SES variables plus comorbidity), and treatment factors (presentation variables plus antimyeloma therapies). We found NHBs were less likely to receive treatment than NHWs even among patients matched for demographics, SES, and comorbidities. The absolute difference in 5-year survival between NHBs and NHWs was not significant in the demographics match (0.6%; P = 0.30) and remained non-significant after matching for SES (1.4%, P = 0.17). When matching for presentation, NHBs had significantly longer 5-year survival than NHWs (absolute difference = 3.8%, P = 0.003). Additional matching on treatment-related factors further enlarged the racial difference in 5-year survival to 4.6% (P < 0.001). Our findings reinforce the importance of equitable access to effective treatment modalities to further improve the survival of NHB patients with MM.
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Affiliation(s)
- Jing Dong
- Division of Hematology Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA.
- Medical College of Wisconsin Cancer Center, Milwaukee, WI, USA.
| | - Zhuping Garacci
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA
| | | | - Anita D'Souza
- Division of Hematology Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Center for International Blood and Marrow Transplant Research, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Meera Mohan
- Division of Hematology Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Ashley Cunningham
- Department of Pathology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Siegfried Janz
- Division of Hematology Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Medical College of Wisconsin Cancer Center, Milwaukee, WI, USA
| | - Binod Dhakal
- Division of Hematology Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Aaron P Thrift
- Section of Epidemiology and Population Sciences, Department of Medicine, and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Parameswaran Hari
- Division of Hematology Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Medical College of Wisconsin Cancer Center, Milwaukee, WI, USA
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14
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Analysis of Racial and Ethnic Disparities in Multiple Myeloma U.S. FDA Drug Approval Trials. Blood Adv 2022; 6:1684-1691. [PMID: 35114691 PMCID: PMC8941450 DOI: 10.1182/bloodadvances.2021005482] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Accepted: 01/15/2022] [Indexed: 11/20/2022] Open
Abstract
African Americans (AA) have a higher incidence of multiple myeloma (MM) than White patients. Mortality is also higher in AA compared toWhite patients. AA more commonly have IgH translocations t(11;14) and t(14;16), compared to Caucasians. We sought to characterize the demographic representation in MM clinical trials and to evaluate outcomes based on race and ethnicity. We conducted a pooled analysis of all trials submitted to the United States (U.S) Food and Drug Administration (FDA) to support approval of a MM therapeutic between 2006 and 2019. Demographic characteristics were analyzed descriptively. An age-adjusted stratified Cox regression model was used to evaluate the relationship between time-to-event outcomes and race and ethnicity. Nineteen global trials comprising 10,157 patients were pooled.White, Asian, and Black patients comprised 84%, 7%, and 4% of the dataset, respectively. Hispanic patients comprised 4%. The age-adjusted overall survival (OS) hazard ratio [HR] for Black compared to White patientss was 0.89 (95% confidence interval [CI], 0.75 to 1.05). The age-adjusted HR for U.S. Black versus U.S. White patients, was 0.82 (95% CI, 0.66 to 1.02). For Rest of World (RoW) Black versus RoW White patients, HR was 1.31( 95% CI, 0.97 to 1.77). Black and Hispanic patients were underrepresented in the trials supporting approval of MM drugs. Black patients were primarily enrolled in the U.S. Outcomes in U.S. patients were more favorable compared to patients in the RoW. Given the higher incidence of MM in AA and different disease characteristics, efforts should be made to improve representation of AA in MM clinical trials.
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15
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Peres LC, Hansen DK, Maura F, Kazandjian D. The knowns and unknowns of disparities, biology, and clinical outcomes in Hispanic and Latinx multiple myeloma patients in the U.S. Semin Oncol 2022; 49:3-10. [DOI: 10.1053/j.seminoncol.2022.01.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 01/23/2022] [Indexed: 11/11/2022]
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16
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Lack of differential impact of del17p on survival in African Americans compared with White patients with multiple myeloma: a VA study. Blood Adv 2021; 5:3511-3514. [PMID: 34428278 DOI: 10.1182/bloodadvances.2020004001] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Accepted: 03/18/2021] [Indexed: 01/09/2023] Open
Abstract
Multiple myeloma (MM) is a heterogeneous disease that has an increased incidence in African Americans (AAs). We previously observed that, with equal access to health care, younger AA patients (age < 65 years) have superior overall survival (OS) compared with younger White patients. Because MM prognosis is influenced by 17p deletion (del17p), we investigated racial differences in its occurrence and impact in a large cohort of MM patients from the Veterans Affairs (VA) system. Among 2243 VA patients with MM for whom del17p data were available, del17p was present in 8.83% of all patients, with a significantly lower prevalence in AAs (5.56%) compared with Whites (10.52%; P < .001). The difference was even more pronounced among younger AAs (<65 years) vs younger Whites (4.34% vs 9.8%, respectively; P = .004). However, we did not observe any significant difference in survival between AA and White patients with del17p, regardless of age category, suggesting that del17p carries a poor prognosis across race and age. Interestingly, among patients without del17p, we still noted a significantly superior OS in younger AAs compared with younger Whites (7.75 vs 5.10 years; P = .042). Our study shows a lower incidence of del17p in AAs but suggests that the survival advantage for younger AAs is primarily due to factors other than del17p.
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17
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Effect of t (11;14) Abnormality on Outcomes of Patients With Newly Diagnosed Multiple Myeloma in the Connect MM Registry. CLINICAL LYMPHOMA MYELOMA & LEUKEMIA 2021; 22:149-157. [PMID: 34588149 DOI: 10.1016/j.clml.2021.08.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 08/09/2021] [Accepted: 08/24/2021] [Indexed: 01/28/2023]
Abstract
BACKGROUND The t (11;14) (q13;32) translocation [t (11;14)] is present in ∼20% of patients with newly diagnosed multiple myeloma (NDMM), but studies examining its prognostic ability have yielded divergent results, and data are lacking on outcomes from first-line therapy. PATIENTS AND METHODS Data from the Connect MM Registry, a large US, multicenter, prospective observational cohort study of patients with NDMM were used to examine the effect of t (11;14) status on first-line therapy outcomes in the Overall population (n = 1574) and race groups (African American [AA] vs. non-African American [NAA]). RESULTS Baseline characteristics were generally similar between patients with (n = 378) and without (n = 1196) t (11;14). Prevalence of t (11;14) was similar by race (AA, 27%; NAA, 24%). In the overall population, regardless of first-line therapy, t (11;14) status did not affect progression-free survival (hazard ratio, 1.02; P = 0.7675) or overall survival (hazard ratio, 0.99; P = .9417). AA patients with t (11;14) had higher likelihood of death (Nominal Cox regression P = .0298) vs. patients without t (11;14). CONCLUSIONS Acknowledging observational study and inferential limitations, this exploratory analysis of a predominantly community-based population suggests that t (11;14) is a neutral prognostic factor in the general MM population but may be a negative factor for overall survival in AA patients.
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18
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Comparison of Monoclonal Gammopathies Linked to Poliovirus or Coxsackievirus vs. Other Infectious Pathogens. Cells 2021; 10:cells10020438. [PMID: 33669483 PMCID: PMC7922508 DOI: 10.3390/cells10020438] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 02/09/2021] [Accepted: 02/12/2021] [Indexed: 01/04/2023] Open
Abstract
Chronic stimulation by infectious pathogens or self-antigen glucosylsphingosine (GlcSph) can lead to monoclonal gammopathy of undetermined significance (MGUS) and multiple myeloma (MM). Novel assays such as the multiplex infectious antigen microarray (MIAA) and GlcSph assays, permit identification of targets for >60% purified monoclonal immunoglobulins (Igs). Searching for additional targets, we selected 28 purified monoclonal Igs whose antigen was not represented on the MIAA and GlcSph assays; their specificity of recognition was then analyzed using microarrays consisting of 3760 B-cell epitopes from 196 pathogens. The peptide sequences PALTAVETG and PALTAAETG of the VP1 coat proteins of human poliovirus 1/3 and coxsackievirus B1/B3, respectively, were specifically recognized by 6/28 monoclonal Igs. Re-analysis of patient cohorts showed that purified monoclonal Igs from 10/155 MGUS/SM (6.5%) and 3/147 MM (2.0%) bound to the PALTAVETG or PALTAAETG epitopes. Altogether, PALTAV/AETG-initiated MGUS are not rare and few seem to evolve toward myeloma.
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19
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Socioeconomic Status is Globally a Prognostic Factor for Overall Survival of Multiple Myeloma Patients: Synthesis of Studies and Review of the Literature. Mediterr J Hematol Infect Dis 2021; 13:e2021006. [PMID: 33489045 PMCID: PMC7813274 DOI: 10.4084/mjhid.2021.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Accepted: 12/07/2020] [Indexed: 11/08/2022] Open
Abstract
Background Socioeconomic status (SES) is reflecting differences in sociodemographic factors affecting cancer survivorship. Deprived, low SES populations have a higher prevalence of multiple myeloma and worst survival, a condition which widens over time. Methods We performed a meta-analysis of 16 studies (registries and cohorts) reporting myeloma patients’ survival data according to SES. Ten studies reported Hazzard Ratio (H.R.) (95 % CI), and 16 studies reported p values. We combined the H.R. from 10 studies, and by using the Mosteller-Bush formula, we performed a synthesis of p values according to the area of the globe. Results Combination of H.R. from 10 studies including 85198 myeloma patients weighted to sample size of each study and adopting the hypothesis of random effect returned a combined H.R.: 1,26 (1,13–1,31) in favor of high SES patients. USA: Synthesis of p values coming from 6 studies (n=89807 pts) by using the Mosteller and Bush formula extracted a p-value of <0.0001 favoring high SES patients. Oceania: Synthesis of p values in two cohorts from Australia and New Zealand (n= 10196 pts) returned a p-value of 0,022 favoring high SES patients. Europe: The synthesis of p values from the U.K. and Greece studies (n=18533 pts) returned a p-value of <0,0001 favoring high SES patients. Asia: Synthesis of 2 studies from Asia (n=915 pts) returned a p-value of <0,0001 favoring high SES patients. Conclusions Across the globe and widening over decades, the socioeconomic status remains a gap for equality in myeloma care.
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20
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Medina-Martínez JS, Arango-Ossa JE, Levine MF, Zhou Y, Gundem G, Kung AL, Papaemmanuil E. Isabl Platform, a digital biobank for processing multimodal patient data. BMC Bioinformatics 2020; 21:549. [PMID: 33256603 PMCID: PMC7708092 DOI: 10.1186/s12859-020-03879-7] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2020] [Accepted: 11/13/2020] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND The widespread adoption of high throughput technologies has democratized data generation. However, data processing in accordance with best practices remains challenging and the data capital often becomes siloed. This presents an opportunity to consolidate data assets into digital biobanks-ecosystems of readily accessible, structured, and annotated datasets that can be dynamically queried and analysed. RESULTS We present Isabl, a customizable plug-and-play platform for the processing of multimodal patient-centric data. Isabl's architecture consists of a relational database (Isabl DB), a command line client (Isabl CLI), a RESTful API (Isabl API) and a frontend web application (Isabl Web). Isabl supports automated deployment of user-validated pipelines across the entire data capital. A full audit trail is maintained to secure data provenance, governance and ensuring reproducibility of findings. CONCLUSIONS As a digital biobank, Isabl supports continuous data utilization and automated meta analyses at scale, and serves as a catalyst for research innovation, new discoveries, and clinical translation.
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Affiliation(s)
| | | | - Max F Levine
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Yangyu Zhou
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Gunes Gundem
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Andrew L Kung
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
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21
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Ghobrial I. BELLINI: a renaissance for an era of precision therapy in multiple myeloma. Lancet Oncol 2020; 21:1547-1549. [PMID: 33129377 DOI: 10.1016/s1470-2045(20)30587-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Accepted: 09/18/2020] [Indexed: 01/12/2023]
Affiliation(s)
- Irene Ghobrial
- Dana-Farber Cancer Institute, Harvard Medical School, Harvard University, Boston, MA 02115, USA.
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22
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Ailawadhi S, Jagannath S, Lee HC, Narang M, Rifkin RM, Terebelo HR, Durie BGM, Toomey K, Hardin JW, Gasparetto CJ, Wagner L, Omel JL, He M, Yue L, Flick ED, Agarwal A, Abonour R. Association between race and treatment patterns and survival outcomes in multiple myeloma: A Connect MM Registry analysis. Cancer 2020; 126:4332-4340. [PMID: 32706404 PMCID: PMC7540439 DOI: 10.1002/cncr.33089] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Revised: 05/04/2020] [Accepted: 05/28/2020] [Indexed: 11/10/2022]
Abstract
Background Studies have reported racial disparities in access to and use of multiple myeloma (MM) treatments between African American (AA) and White patients. Although AA patients demonstrate longer disease‐specific survival, this has not uniformly translated into improved survival over time. The association between race and treatment patterns and survival outcomes was analyzed using data from the Connect MM Registry. Methods The Connect MM Registry is a large US, multicenter, prospective observational cohort study of patients with newly diagnosed MM. Patients who received first‐line (1L) stem cell transplantation (SCT) or who did not receive SCT (non‐SCT or non–stem cell transplantation [NSCT]) were grouped by raceEffects of race and transplantation status on the use of triplet treatment were estimated using logistic regression. Results Treatment patterns in 1L (types and duration of induction, posttransplantation maintenance) were similar between AA and White patients. SCT rates in 1L (32% vs 36%) and triplet treatment use (AA: 44% for NSCT patients and 72% for SCT patients; and White: 48% for NSCT patients and 72% for SCT patients) during first induction were similar. No significant effect of race or transplantation status on 1L triplet treatment use was observed. Race was not found to be associated with survival outcomes among patients who underwent NSCT; however, AA patients who received SCT had significantly longer overall survival compared with White patients who underwent SCT (not reached vs 88.2 months; hazard ratio, 0.56; 95% CI, 0.35‐0.89 [P = .0141]). Conclusions AA and White patients were found to have similar treatment patterns in the Connect MM Registry, suggesting that both groups had equal access to health care. In this real‐world setting, AA patients received standard‐of‐care treatment, which might have contributed to better MM‐specific survival compared with White patients. Real‐world data from the mostly community‐based Connect MM Registry demonstrated that African American patients have multiple myeloma treatment patterns that are similar to those of White patients. Similar (progression‐free survival) and better (overall survival) survival outcomes are reported in African American individuals.
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Affiliation(s)
| | | | - Hans C Lee
- The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | - Robert M Rifkin
- Rocky Mountain Cancer Centers, US Oncology Research, Denver, Colorado
| | | | | | | | | | | | - Lynne Wagner
- Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - James L Omel
- Myeloma Research Advocate/Advisor, Grand Island, Nebraska
| | - Mia He
- Bristol-Myers Squibb, Summit, New Jersey
| | - Lihua Yue
- Bristol-Myers Squibb, Summit, New Jersey
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23
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Dhodapkar MV, Sexton R, Hoering A, Van Rhee F, Barlogie B, Orlowski R. Race-Dependent Differences in Risk, Genomics, and Epstein-Barr Virus Exposure in Monoclonal Gammopathies: Results of SWOG S0120. Clin Cancer Res 2020; 26:5814-5819. [PMID: 32816893 DOI: 10.1158/1078-0432.ccr-20-2119] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Revised: 07/17/2020] [Accepted: 08/13/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE Risk of multiple myeloma is increased in African American (AA) populations compared with European American (EA) cohorts. Current estimates of risk of progression of monoclonal gammopathy of undetermined significance (MGUS) are based largely on studies in EA cohorts. Prospective analyses of this risk in AA cohorts are lacking. PATIENTS AND METHODS Between 2003 and 2011, 331 eligible patients with IgG/A monoclonal gammopathy were enrolled in a prospective observational trial (SWOG S0120). RESULTS Of 331 eligible patients, 57 (17%) were of AA descent. The risk of transformation to clinical malignancy in AA patients was significantly lower than in non-AA cohort (2-year risk 5% vs. 15%; 5-year risk 13% vs. 24%; log-rank P = 0.047). Differences in risk were evident for both MGUS and asymptomatic multiple myeloma. Gene expression profile (GEP) of CD138-purified plasma cells revealed that all molecular multiple myeloma subsets can be identified in both cohorts. However, the proportion of patients with high-risk GEP risk score (GEP-70 gene risk > -0.26) was lower in the AA cohort (0% vs. 33%, P = 0.01). AA cohorts also have higher levels of antibodies against Epstein-Barr nuclear antigen-1 (EBNA-1; P < 0.001). CONCLUSIONS These data provide the first prospective evidence that multiple myeloma precursor states in AA patients may have lower risk of disease compared with non-AA counterparts with lower incidence of high-risk GEP and increased EBV seropositivity. Race-dependent differences in biology and clinical risk of gammopathy may impact optimal management of these patients.
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Affiliation(s)
| | | | - Antje Hoering
- Cancer Research and Biostatistics, Seattle, Washington
| | - Frits Van Rhee
- Myeloma Institute, University of Arkansas for Medical Sciences, Little Rock, Arkansas
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24
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Pierre A, Williams TH. African American Patients With Multiple Myeloma: Optimizing Care to Decrease Racial Disparities. Clin J Oncol Nurs 2020; 24:439-443. [PMID: 32678364 DOI: 10.1188/20.cjon.439-443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The incidence of multiple myeloma in African Americans is two to three times higher than in other ethnicities and is the leading hematologic malignancy in African Americans. Despite the high incidence of multiple myeloma in African American individuals, a vast majority experience delays in diagnosis and reduced usage of effective therapies, including stem cell transplantation, as well as low participation in clinical trials. Racial disparities, social and financial health disparities, and barriers to earlier access to care can lead to poorer patient outcomes. There are also unique characteristics in the disease manifestation in African Americans with multiple myeloma that are imperative for oncology nurses to understand and recognize to provide optimal care.
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25
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Kanamori T, Sanada M, Ri M, Ueno H, Nishijima D, Yasuda T, Tachita T, Narita T, Kusumoto S, Inagaki A, Ishihara R, Murakami Y, Kobayashi N, Shiozawa Y, Yoshida K, Nakagawa MM, Nannya Y, Shiraishi Y, Chiba K, Tanaka H, Miyano S, Horibe K, Handa H, Ogawa S, Iida S. Genomic analysis of multiple myeloma using targeted capture sequencing in the Japanese cohort. Br J Haematol 2020; 191:755-763. [PMID: 32386081 DOI: 10.1111/bjh.16720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2020] [Revised: 04/10/2020] [Accepted: 04/13/2020] [Indexed: 11/29/2022]
Abstract
Previous genomic studies have revealed the genomic landscape of myeloma cells. Although some of the genomic abnormalities shown are believed to be correlated to the molecular pathogenesis of multiple myeloma and/or clinical outcome, these correlations are not fully understood. The aim of this study is to elucidate the correlation between genomic abnormalities and clinical characteristics by targeted capture sequencing in the Japanese multiple myeloma cohort. We analysed 154 patients with newly diagnosed multiple myeloma. The analysis revealed that the study cohort consisted of a less frequent hyperdiploid subtype (37·0%) with relatively high frequencies of KRAS mutation (36·4%) and IGH-CCND1 translocation (26·6%) compared with previous reports. Moreover, our targeted capture sequencing strategy was able to detect rare IGH-associated chromosomal translocations, such as IGH-CCND2 and IGH-MAFA. Interestingly, all 10 patients harboured MAX mutations accompanied by 14q23 deletion. The patients with del(17p) exhibited an unfavourable clinical outcome, and the presence of KRAS mutation was associated with shorter survival in patients with multiple myeloma, harbouring IGH-CCND1. Thus, our study provides a detailed landscape of genomic abnormalities, which may have potential clinical application for patients with multiple myeloma.
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Affiliation(s)
- Takashi Kanamori
- Department of Hematology and Oncology, Nagoya City University Graduate School of Medical Sciences, Japan.,Clinical Research Center, National Hospital Organization Nagoya Medical Center, Japan
| | - Masashi Sanada
- Clinical Research Center, National Hospital Organization Nagoya Medical Center, Japan
| | - Masaki Ri
- Department of Hematology and Oncology, Nagoya City University Graduate School of Medical Sciences, Japan
| | - Hiroo Ueno
- Department of Pathology and Tumor Biology, Kyoto University, Kyoto, Japan
| | - Dai Nishijima
- Clinical Research Center, National Hospital Organization Nagoya Medical Center, Japan
| | - Takahiko Yasuda
- Clinical Research Center, National Hospital Organization Nagoya Medical Center, Japan
| | - Takuto Tachita
- Department of Hematology and Oncology, Nagoya City University Graduate School of Medical Sciences, Japan
| | - Tomoko Narita
- Department of Hematology and Oncology, Nagoya City University Graduate School of Medical Sciences, Japan
| | - Shigeru Kusumoto
- Department of Hematology and Oncology, Nagoya City University Graduate School of Medical Sciences, Japan
| | - Atsushi Inagaki
- Department of Hematology and Oncology, Nagoya City West Medical Center, Japan
| | - Rei Ishihara
- Department of Laboratory Science, Gunma University Graduate School of Health Science, Japan
| | - Yuki Murakami
- Department of Laboratory Science, Gunma University Graduate School of Health Science, Japan
| | - Nobuhiko Kobayashi
- Department of Hematology, Gunma University Graduate School of Medicine, Japan
| | - Yusuke Shiozawa
- Department of Pathology and Tumor Biology, Kyoto University, Kyoto, Japan.,Department of Pediatrics, Graduate School of Medicine, The University of Tokyo, Japan
| | - Kenichi Yoshida
- Department of Pathology and Tumor Biology, Kyoto University, Kyoto, Japan
| | | | - Yasuhito Nannya
- Department of Pathology and Tumor Biology, Kyoto University, Kyoto, Japan
| | - Yuichi Shiraishi
- Division of Cellular Signaling, National Cancer Center Research Institute, Japan
| | - Kenichi Chiba
- Human Genome Center, Institute of Medical Science, The University of Tokyo, Japan
| | - Hiroko Tanaka
- Human Genome Center, Institute of Medical Science, The University of Tokyo, Japan
| | - Satoru Miyano
- Human Genome Center, Institute of Medical Science, The University of Tokyo, Japan
| | - Keizo Horibe
- Clinical Research Center, National Hospital Organization Nagoya Medical Center, Japan
| | - Hiroshi Handa
- Department of Laboratory Science, Gunma University Graduate School of Health Science, Japan
| | - Seishi Ogawa
- Department of Pathology and Tumor Biology, Kyoto University, Kyoto, Japan.,Institute for the Advanced Study of Human Biology (WPI-ASHBi), Kyoto University, Kyoto, Japan.,Department of Medicine, Center for Hematology and Regenerative Medicine, Karolinska Institute, Stockholm, Japan
| | - Shinsuke Iida
- Department of Hematology and Oncology, Nagoya City University Graduate School of Medical Sciences, Japan
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26
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Baughn LB, Li Z, Pearce K, Vachon CM, Polley MY, Keats J, Elhaik E, Baird M, Therneau T, Cerhan JR, Bergsagel PL, Dispenzieri A, Rajkumar SV, Asmann YW, Kumar S. The CCND1 c.870G risk allele is enriched in individuals of African ancestry with plasma cell dyscrasias. Blood Cancer J 2020; 10:39. [PMID: 32179748 PMCID: PMC7075993 DOI: 10.1038/s41408-020-0294-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Revised: 02/07/2020] [Accepted: 02/17/2020] [Indexed: 11/09/2022] Open
Affiliation(s)
- Linda B Baughn
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Zhuo Li
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Jacksonville, FL, USA
| | - Kathryn Pearce
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Celine M Vachon
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Mei-Yin Polley
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Jonathan Keats
- Integrated Cancer Genomics, Translational Genomics Research Institute (TGen), Phoenix, AZ, USA
| | - Eran Elhaik
- Department of Biology, Lund University, Lund, Sweden
| | | | - Terry Therneau
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - James R Cerhan
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - P Leif Bergsagel
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Scottsdale, AZ, USA
| | - Angela Dispenzieri
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - S Vincent Rajkumar
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Yan W Asmann
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Jacksonville, FL, USA
| | - Shaji Kumar
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA.
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27
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Marinac CR, Ghobrial IM, Birmann BM, Soiffer J, Rebbeck TR. Dissecting racial disparities in multiple myeloma. Blood Cancer J 2020; 10:19. [PMID: 32066732 PMCID: PMC7026439 DOI: 10.1038/s41408-020-0284-7] [Citation(s) in RCA: 83] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Revised: 07/17/2019] [Accepted: 08/01/2019] [Indexed: 01/12/2023] Open
Abstract
Multiple myeloma (MM) is a fatal plasma cell dyscrasia with a median overall survival of 5 to 10 years. MM progresses from the more common but often subclinical precursor states of monoclonal gammopathy of undetermined significance (MGUS), and smoldering multiple myeloma (SMM) to overt MM. There are large racial disparities in all stages of the disease. Compared with Whites, Blacks have an increased MGUS and MM risk and higher mortality rate, and have not experienced the same survival gains over time. The roots of this disparity are likely multifactorial in nature. Comparisons of Black and White MGUS and MM patients suggest that differences in risk factors, biology, and clinical characteristics exist by race or ancestry, which may explain some of the observed disparity in MM. However, poor accrual of Black MGUS and MM patients in clinical and epidemiological studies has limited our understanding of this disparity and hindered its elimination. Disparities in MM survival also exist but appear to stem from inferior treatment utilization and access rather than underlying pathogenesis. Innovative and multidisciplinary approaches are urgently needed to enhance our understanding of disparities that exist at each stage of the MM disease continuum and facilitate their elimination.
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Affiliation(s)
- Catherine R Marinac
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, 02215, USA.,Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, 02115, USA.,The Center for Prevention of Progression of Blood Cancers, Dana-Farber Cancer Institute, Boston, MA, 02215, USA.,Harvard Medical School, Boston, MA, 02115, USA
| | - Irene M Ghobrial
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, 02215, USA.,The Center for Prevention of Progression of Blood Cancers, Dana-Farber Cancer Institute, Boston, MA, 02215, USA.,Harvard Medical School, Boston, MA, 02115, USA
| | - Brenda M Birmann
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, 02115, USA
| | - Jenny Soiffer
- University of Miami Miller School of Medicine, Miami, FL, 33136, USA
| | - Timothy R Rebbeck
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, 02215, USA. .,Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, 02115, USA.
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Badar T, Hari P, Dávila O, Fraser R, Wirk B, Dhakal B, Freytes CO, Valdes CR, Lee C, Vesole DH, Malek E, Hildebrandt GC, Landau H, Murthy HS, Lazarus HM, Berdeja JG, Meehan KR, Solh M, Diaz MA, Kharfan-Dabaja MA, Callander NS, Farhadfar N, Bashir Q, Kamble RT, Vij R, Munker R, Kyle RA, Chhabra S, Hashmi S, Siddhartha Ganguly, Jagannath S, Nishihori T, Nieto Y, Kumar S, Shah N, D’Souza A. African Americans with translocation t(11;14) have superior survival after autologous hematopoietic cell transplantation for multiple myeloma in comparison with Whites in the United States. Cancer 2020; 127:82-92. [PMID: 32966625 PMCID: PMC7736245 DOI: 10.1002/cncr.33208] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Revised: 05/07/2020] [Accepted: 06/13/2020] [Indexed: 01/19/2023]
Abstract
BACKGROUND Multiple myeloma (MM) with the translocation t(11;14) may have inferior outcomes in comparison with other standard-risk MM, and it has been suggested to portend a worse prognosis in African Americans in comparison with Whites. This study used the Center for International Blood and Marrow Transplant Research (CIBMTR) database to examine the impact of t(11;14) on the clinical outcomes of patients with MM of African American and White descent. METHODS This study evaluated 3538 patients who underwent autologous hematopoietic cell transplantation (autoHCT) for MM from 2008 to 2016 and were reported to the CIBMTR. Patients were analyzed in 4 groups: African Americans with t(11;14) (n = 117), African Americans without t(11;14) (n = 968), Whites with t(11;14) (n = 266), and Whites without t(11;14) (n = 2187). RESULTS African Americans with t(11;14) were younger, had lower Karnofsky scores, and had more advanced stage MM with a higher Hematopoietic Cell Transplantation-Comorbidity Index (HCT-CI). Fewer African Americans with t(11;14) (21%) had a coexistent high-risk marker in comparison with Whites with t(11;14) (27%). In a multivariate analysis, race and t(11;14) had no association with progression-free survival. However, overall survival was superior among African Americans with t(11;14) in comparison with Whites with t(11;14) (hazard ratio, 0.53; 95% confidence interval, 0.30-0.93; P = .03). Survival was also associated with female sex, stage, time from diagnosis to transplant, a low HCT-CI, and receipt of maintenance. CONCLUSIONS Race may have a differential impact on the survival of patients with t(11;14) MM who undergo autoHCT and needs to be further studied.
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Affiliation(s)
- Talha Badar
- Division of Hematology/Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI
| | - Parameswaran Hari
- CIBMTR® (Center for International Blood and Marrow Transplant Research), Department of Medicine, Medical College of Wisconsin, Milwaukee, WI
| | - Omar Dávila
- CIBMTR® (Center for International Blood and Marrow Transplant Research), Department of Medicine, Medical College of Wisconsin, Milwaukee, WI
| | - Raphael Fraser
- CIBMTR® (Center for International Blood and Marrow Transplant Research), Department of Medicine, Medical College of Wisconsin, Milwaukee, WI,Division of Biostatistics, Institute for Health and Equity, Medical College of Wisconsin, Milwaukee, WI
| | - Baldeep Wirk
- Penn State Cancer Institute, Bone Marrow Transplant Program, Hershey, PA
| | - Binod Dhakal
- BMT and Cellular Therapy, Division of Hematology/Oncology, Medical College of Wisconsin, Milwaukee, WI
| | | | | | - Cindy Lee
- Royal Adelaide Hospital, Adelaide, Australia
| | - David H. Vesole
- John Theurer Cancer Center at Hackensack UMC, Hackensack, NJ
| | - Ehsan Malek
- Seidman Cancer Center-University Hospitals Cleveland Medical Center, Cleveland, OH
| | | | - Heather Landau
- Bone Marrow Transplant Service, Division of Hematology, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Hemant S. Murthy
- Division of Hematology Oncology, Blood and Marrow Transplantation Program, Mayo Clinic Florida, Jacksonville, FL
| | - Hillard M. Lazarus
- University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, OH
| | | | | | - Melhem Solh
- The Blood and Marrow Transplant Group of Georgia, Northside Hospital, Atlanta, GA
| | - Miguel Angel Diaz
- Department of Hematology/Oncology, Hospital Infantil Universitario Nino Jesus, Madrid, Spain
| | - Mohamed A. Kharfan-Dabaja
- Division of Hematology Oncology, Blood and Marrow Transplantation Program, Mayo Clinic Florida, Jacksonville, FL
| | | | - Nosha Farhadfar
- Division of Hematology/Oncology, University of Florida College of Medicine, Gainesville, FL
| | - Qaiser Bashir
- Department of Stem Cell Transplantation & Cellular Therapy, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Rammurti T. Kamble
- Division of Hematology and Oncology, Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX
| | - Ravi Vij
- Division of Hematology and Oncology, Washington University School of Medicine, St. Louis, MO
| | | | | | - Saurabh Chhabra
- Division of Hematology/Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI,CIBMTR® (Center for International Blood and Marrow Transplant Research), Department of Medicine, Medical College of Wisconsin, Milwaukee, WI
| | - Shahrukh Hashmi
- Department of Internal Medicine, Mayo Clinic, MS,Oncology Center, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Siddhartha Ganguly
- Division of Hematological Malignancy and Cellular Therapeutics, University of Kansas Health System, Kansas City, KS
| | | | - Taiga Nishihori
- Department of Blood & Marrow Transplant and Cellular Immunotherapy (BMT CI), Moffitt Cancer Center, Tampa, FL
| | - Yago Nieto
- Department of Stem Cell Transplantation & Cellular Therapy, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Nina Shah
- Department of Stem Cell Transplantation & Cellular Therapy, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Anita D’Souza
- CIBMTR® (Center for International Blood and Marrow Transplant Research), Department of Medicine, Medical College of Wisconsin, Milwaukee, WI
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Comprehensive detection of recurring genomic abnormalities: a targeted sequencing approach for multiple myeloma. Blood Cancer J 2019; 9:101. [PMID: 31827071 PMCID: PMC6906304 DOI: 10.1038/s41408-019-0264-y] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 10/31/2019] [Accepted: 11/15/2019] [Indexed: 02/06/2023] Open
Abstract
Recent genomic research efforts in multiple myeloma have revealed clinically relevant molecular subgroups beyond conventional cytogenetic classifications. Implementing these advances in clinical trial design and in routine patient care requires a new generation of molecular diagnostic tools. Here, we present a custom capture next-generation sequencing (NGS) panel designed to identify rearrangements involving the IGH locus, arm level, and focal copy number aberrations, as well as frequently mutated genes in multiple myeloma in a single assay. We sequenced 154 patients with plasma cell disorders and performed a head-to-head comparison with the results from conventional clinical assays, i.e., fluorescent in situ hybridization (FISH) and single-nucleotide polymorphism (SNP) microarray. Our custom capture NGS panel had high sensitivity (>99%) and specificity (>99%) for detection of IGH translocations and relevant chromosomal gains and losses in multiple myeloma. In addition, the assay was able to capture novel genomic markers associated with poor outcome such as bi-allelic events involving TP53. In summary, we show that a multiple myeloma designed custom capture NGS panel can detect IGH translocations and CNAs with very high concordance in relation to FISH and SNP microarrays and importantly captures the most relevant and recurrent somatic mutations in multiple myeloma rendering this approach highly suitable for clinical application in the modern era.
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The evolving role of translocation t(11;14) in the biology, prognosis, and management of multiple myeloma. Blood Rev 2019; 41:100643. [PMID: 31818702 DOI: 10.1016/j.blre.2019.100643] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Revised: 11/15/2019] [Accepted: 11/22/2019] [Indexed: 02/07/2023]
Abstract
Cytogenetic changes in multiple myeloma (MM) have emerged as one of the most important prognostic factors. Translocations of chromosomes 4 and 14 [t(4;14)], chromosomes 14 and 16 [t(14;16)] and deletion of chromosome 17p [del(17p)] have been incorporated in the Revised International Staging System as a measure of adverse disease biology. Ongoing research is unveiling a complex genomic landscape in MM, with new cytogenetic abnormalities important for prognosis identified and the significance of known cytogenetic changes revisited. In studies conducted before the novel agent era, t(11;14) was shown to carry standard risk for patients with MM. Findings from more recent retrospective reviews have shown that t(11;14) is associated with intermediate outcomes in patients treated with novel agents as compared with patients who have standard- or high-risk cytogenetic aberrations. MM cells with t(11;14) have a unique biology, with relatively higher expression of the antiapoptotic protein BCL2 and lower expression of MCL1, in contrast to MM cells without this translocation. Translocation t(11;14) has emerged as the first predictive marker in MM, indicating susceptibility to BCL2 inhibition. Future studies will be needed to explore if the combination of novel agents with BCL2 inhibitors can improve the prognosis of patients with t(11;14). In this article, current data on the evolving role of t(11;14) in the biology, prognosis, and treatment of MM are reviewed.
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31
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Sweiss K, Oh A, Calip GS, Rondelli D, Patel P. Superior Survival in African American Patients Who Underwent Autologous Stem Cell Transplantation for Multiple Myeloma. CLINICAL LYMPHOMA MYELOMA & LEUKEMIA 2019; 19:e506-e511. [PMID: 31231013 DOI: 10.1016/j.clml.2019.04.019] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2018] [Revised: 03/09/2019] [Accepted: 04/29/2019] [Indexed: 11/24/2022]
Abstract
INTRODUCTION/BACKGROUND African American (AA) individuals have a twofold higher incidence of multiple myeloma (MM) compared with other racial groups. Outcomes are affected by factors such as disparate access to care as well as differences in disease biology. PATIENTS AND METHODS We conducted a single-institution analysis to evaluate the effect of AA race on outcomes of MM patients who underwent autologous stem cell transplantation (ASCT) in the pre-novel and novel agent era. RESULTS Sixty-one (47%) patients were AA and 69 (53%) were non-AA. Overall, 78 (60%) patients received any novel agent before transplantation and 52 (40%) received only chemotherapy. More non-AA patients received initial induction with a proteasome inhibitor (40 [60%] vs. 17 [28%]; P = .0007), and were treated with post-ASCT maintenance therapy (28 [41%] vs. 14 [23%]; P = .04). Time from diagnosis to ASCT in AA patients was 10 (range, 4-144) versus 8 (range, 3-54) months in non-AA patients (P = .01). Despite this, treatment-free survival (TFS) was equivalent between the 2 groups (x vs. y). Furthermore, AA patients had greater median overall survival (OS) compared with non-AA patients (not reached vs. 108 months; P = .03) and significantly improved OS in multivariable Cox proportional hazards models (adjusted hazard ratio, 0.30; 95% confidence interval, 0.11-0.81; P = .017). Median OS, landmarked at the time of relapse, was improved in AA patients (not reached vs. 68 months for P = .05). CONCLUSION Our study showed with long follow-up, equivalent TFS after ASCT in AA and non-AA patients yet improved OS. Post relapse survival is improved in AA patients suggesting a better response to salvage therapy.
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Affiliation(s)
- Karen Sweiss
- Department of Pharmacy Practice, University of Illinois at Chicago, Chicago, IL; Cancer Center, University of Illinois at Chicago, Chicago, IL.
| | - Annie Oh
- Cancer Center, University of Illinois at Chicago, Chicago, IL; Division of Hematology/Oncology, University of Illinois at Chicago, Chicago, IL
| | - Gregory S Calip
- Center for Pharmacoepidemiology and Pharmacoeconomic Research, University of Illinois at Chicago, Chicago, IL
| | - Damiano Rondelli
- Cancer Center, University of Illinois at Chicago, Chicago, IL; Division of Hematology/Oncology, University of Illinois at Chicago, Chicago, IL
| | - Pritesh Patel
- Cancer Center, University of Illinois at Chicago, Chicago, IL; Division of Hematology/Oncology, University of Illinois at Chicago, Chicago, IL
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