1
|
Ghalehsari N, Zahid S, Main O, Usta S, Patresan J, Amin A, Ashraf F, Mazloom A, Huang A, Goldfinger M, Monge J. Exploring health disparities in diagnosing multiple myeloma. Expert Rev Hematol 2024; 17:749-753. [PMID: 39104264 DOI: 10.1080/17474086.2024.2389988] [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: 04/17/2024] [Revised: 06/30/2024] [Accepted: 07/24/2024] [Indexed: 08/07/2024]
Abstract
BACKGROUND Multiple myeloma (MM) is a plasma cell neoplasm, which accounts for 1-2% of cancers and approximately 17% of hematological malignancies in the United States each year. Fifty percent of patients with symptomatic MM have three or more primary care visits before being referred to a specialist, which is greater than any other cancer. A delay in the diagnosis of multiple myeloma has been shown to negatively impact the clinical course of the disease; patients with longer diagnostic intervals have been shown to experience shorter disease-free survival and higher rates of treatment-related complications. RESEARCH DESIGN AND METHODS We performed a retrospective analysis of patients diagnosed with MM in our institution, to determine the time from the first detectable lab abnormality to the diagnosis of MM. RESULTS We included 92 patients in this study. Fifty-two percent of patients had isolated anemia at the time of diagnosis. Twenty-nine percent of patients had a delay in diagnosis of ≥1 year, while 18% had a delay of ≥3 years. Nine patients in our cohort had anemia and an elevated serum total protein (31%). This group had the longest time to diagnosis with a median of 38 months. CONCLUSIONS Our results did not show any difference in time to diagnosis by race, ethnicity, gender, or socioeconomic status.
Collapse
Affiliation(s)
- Nima Ghalehsari
- New-York-Presbyterian Brooklyn Methodist Hospital/Weill Cornell Medicine, Brooklyn, NY, USA
| | - Sofia Zahid
- New-York-Presbyterian Brooklyn Methodist Hospital/Weill Cornell Medicine, Brooklyn, NY, USA
| | - Olivia Main
- New York University Long Island, Mineola, NY, USA
| | - Soeb Usta
- New-York-Presbyterian Brooklyn Methodist Hospital/Weill Cornell Medicine, Brooklyn, NY, USA
| | | | - Adina Amin
- New-York-Presbyterian Brooklyn Methodist Hospital/Weill Cornell Medicine, Brooklyn, NY, USA
| | - Farah Ashraf
- Anderson at Cooper University Healthcare, Camden, NJ, USA
| | - Anita Mazloom
- University of South Alabama Mitchell Cancer Institute, Mobile, AL, USA
| | - Andy Huang
- New-York-Presbyterian Brooklyn Methodist Hospital/Weill Cornell Medicine, Brooklyn, NY, USA
| | | | - Jorge Monge
- NewYork-Presbyterian/Weill Cornell School of Medicine, USA
| |
Collapse
|
2
|
Zhou J, Zhang G, Xie M, Ren Z. Neoadjuvant chemotherapy plus immunotherapy for locally advanced esophageal cancer. Am J Transl Res 2024; 16:4840-4848. [PMID: 39398564 PMCID: PMC11470350 DOI: 10.62347/ktpz5454] [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: 06/16/2023] [Accepted: 05/31/2024] [Indexed: 10/15/2024]
Abstract
OBJECTIVE This study aimed to explore the efficacy of neoadjuvant chemotherapy plus programmed death-1 (PD-1) inhibitor camrelizumab for the treatment of locally advanced esophageal cancer. METHODS This was a retrospective analysis. 87 patients with locally advanced esophageal cancer were included who received neoadjuvant chemotherapy plus immunotherapy between June 2018 and April 2021 in our oncology department. The postoperative clinical outcomes and varying expressions of PD-1 were evaluated in all enrolled patients. RESULTS The post-treatment disease control rate (DCR) was 83.91%, and the objective response rate (ORR) was 59.77%. Cancer tissues were categorized based on PD-1 expression into PD-1 negative (39 cases) and PD-1 positive (33 cases), with a PD-1 positive rate of 45.83%. Patients with PD-1-positive tumors exhibited a significantly higher ORR compared to those with PD-1-negative tumors, although DCRs did not differ significantly between the groups. The 12-month progression-free survival rate was significantly higher in PD-1-positive patients. In contrast, no significant difference was found in the 12-month overall survival rate between the two groups. The incidence of grade III adverse events was 10.34%, and no grade IV or higher adverse events were observed. CONCLUSION In patients with locally advanced esophageal cancer, neoadjuvant chemotherapy plus immunotherapy demonstrates good efficacy and safety, especially for PD-1-positive patients, and significantly improves prognosis.
Collapse
Affiliation(s)
- Jingyue Zhou
- Department of Thoracic Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China Hefei 230031, Anhui, China
| | - Gan Zhang
- Department of Thoracic Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China Hefei 230031, Anhui, China
| | - Minghua Xie
- Department of Thoracic Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China Hefei 230031, Anhui, China
| | - Zixue Ren
- Department of Thoracic Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China Hefei 230031, Anhui, China
| |
Collapse
|
3
|
Yousef M, Yousef A, Chowdhury S, Fanaeian MM, Knafl M, Peterson J, Zeineddine M, Alfaro K, Zeineddine F, Goldstein D, Hornstein N, Dasari A, Huey R, Johnson B, Higbie V, Bent A, Kee B, Lee M, Morelli MP, Morris VK, Halperin D, Overman MJ, Parseghian C, Vilar E, Wolff R, Raghav KP, White MG, Uppal A, Sun R, Wang W, Kopetz S, Willis J, Shen JP. Molecular, Socioeconomic, and Clinical Factors Affecting Racial and Ethnic Disparities in Colorectal Cancer Survival. JAMA Oncol 2024:2823547. [PMID: 39264607 PMCID: PMC11393757 DOI: 10.1001/jamaoncol.2024.3666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/13/2024]
Abstract
Importance Disparity in overall survival (OS) and differences in the frequency of driver gene variants by race and ethnicity have been separately observed in patients with colorectal cancer; however, how these differences contribute to survival disparity is unknown. Objective To quantify the association of molecular, socioeconomic, and clinical covariates with racial and ethnic disparities in overall survival among patients with colorectal cancer. Design, Setting, and Participants This single-center cohort study was conducted at a tertiary-level cancer center using relevant data on all patients diagnosed with colorectal cancer from January 1, 1973, to March 1, 2023. The relative contribution of variables to the disparity was determined using mediation analysis with sequential multivariate Cox regression models. Main Outcome OS, from diagnosis date and from start of first-line chemotherapy. Results The study population of 47 178 patients (median [IQR] age, 57.0 [49-66] years; 20 465 [43.4%] females and 26 713 [56.6%] males; 3.0% Asian, 8.7% Black, 8.8% Hispanic, and 79.4% White individuals) had a median (IQR) follow-up from initial diagnosis of 124 (174) months and OS of 55 (145) months. Compared with White patients, Black patients had worse OS (hazard ratio [HR], 1.16; 95% CI, 1.09-1.24; P <.001), whereas Asian and Hispanic patients had better OS (HR, 0.66; 95% CI, 0.59-0.74; P <.001; and 0.86; 95% CI, 0.81-0.92; P <.001, respectively). When restricted to patients with metastatic disease, the greatest disparity was between Black patients compared with White patients (HR, 1.2; 95% CI, 1.06-1.37; P <.001). Evaluating changes in OS disparity over 20 years showed disparity decreasing among Asian, Hispanic, and White patients, but increasing between Black patients and White patients (HRs, 1.18; 95% CI, 1.07-1.31 for 2008-2012; 1.24, 95% CI, 1.08-1.42 for 2013-2017; and 1.50; 95% CI, 1.20-1.87 for 2018-2023). Survival outcomes for first-line chemotherapy were worse for Black patients compared with White patients (median OS, 18 vs 26 months; HR, 1.30; 95% CI, 1.01-1.70). Among 7628 patients who had clinical molecular testing, APC, KRAS, and PIK3CA showed higher variant frequency in Black patients (false discovery rate [FDR], 0.01; < 0.001; and 0.01, respectively), whereas BRAF and KIT were higher among White patients (FDR, 0.001 and 0.01). Mediation analysis identified neighborhood socioeconomic status as the greatest contributor to OS disparity (29%), followed by molecular characteristics (microsatellite instability status, KRAS variation and BRAF variation, 10%), and tumor sidedness (9%). Conclusions This single-center cohort study identified substantial OS disparity and differing frequencies of driver gene variations by race and ethnicity. Socioeconomic status had the largest contribution but accounted for less than one-third of the disparity, with substantial contribution from tumor molecular features. Further study of the associations of genetic ancestry and the molecular pathogenesis of colorectal cancer with chemotherapy response is needed.
Collapse
Affiliation(s)
- Mahmoud Yousef
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Abdelrahman Yousef
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Saikat Chowdhury
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Mohammad M Fanaeian
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Mark Knafl
- Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston
| | - Jennifer Peterson
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Mohammad Zeineddine
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Kristin Alfaro
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Fadl Zeineddine
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | | | - Nicholas Hornstein
- Department of General Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Arvind Dasari
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Ryan Huey
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Benny Johnson
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Victoria Higbie
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Alisha Bent
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Bryan Kee
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Michael Lee
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Maria Pia Morelli
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Van Karlyle Morris
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Daniel Halperin
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Michael J Overman
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Christine Parseghian
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Eduardo Vilar
- Department of Clinical Cancer Prevention, University of Texas MD Anderson Cancer Center, Houston
| | - Robert Wolff
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Kanwal P Raghav
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Michael G White
- Department of Colon and Rectal Surgery, University of Texas MD Anderson Cancer Center, Houston
| | - Abhineet Uppal
- Department of Colon and Rectal Surgery, University of Texas MD Anderson Cancer Center, Houston
| | - Ryan Sun
- Department of Biostatistics, University of Texas MD Anderson Cancer Center, Houston
| | - Wenyi Wang
- Department of Bioinformatics and Computational Biology, University of Texas MD Anderson Cancer Center, Houston
| | - Scott Kopetz
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - Jason Willis
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - John Paul Shen
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston
| |
Collapse
|
4
|
Christian LM, Kiecolt-Glaser JK, Cole SW, Burd CE, Madison AA, Wilson SJ, Rosko AE. Psychoneuroimmunology in multiple myeloma and autologous hematopoietic stem cell transplant: Opportunities for research among patients and caregivers. Brain Behav Immun 2024; 119:507-519. [PMID: 38643954 DOI: 10.1016/j.bbi.2024.04.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 04/12/2024] [Accepted: 04/16/2024] [Indexed: 04/23/2024] Open
Abstract
Multiple myeloma (MM) is an incurable cancer and is the leading indication for autologous hematopoietic stem cell transplantation (HSCT). To be eligible for HSCT, a patient must have a caregiver, as caregivers play a central role in HSCT preparation and recovery. MM patients remain on treatment indefinitely, and thus patients and their caregivers face long-term challenges including the intensity of HSCT and perpetual therapy after transplant. Importantly, both patients and their caregivers show heightened depressive and anxiety symptoms, with dyadic correspondence evidenced and caregivers' distress often exceeding that of patients. An extensive psychoneuroimmunology (PNI) literature links distress with health via immune and neuroendocrine dysregulation as well as biological aging. However, data on PNI in the context of multiple myeloma - in patients or caregivers - are remarkably limited. Distress in MM patients has been associated with poorer outcomes including higher inflammation, greater one year post-HSCT hospital readmissions, and worse overall survival. Further, anxiety and depression are linked to biological aging and may contribute to the poor long-term health of both patients and caregivers. Because MM generally affects older adults, individual differences in biological aging may represent an important modifier of MM biology and HSCT treatment outcomes. There are a number of clinical scenarios in which biologically younger people could be prescribed more intensive therapies, with potential for greater benefit, by using a personalized cancer therapy approach based on the quantification of physiologic reserve. Further, despite considerable psychological demands, the effects of distress on health among MM caregivers is largely unexamined. Within this context, the current critical review highlights gaps in knowledge at the intersection of HSCT, inflammation, and biological aging in the context of MM. Research in this area hold promise for opportunities for novel and impactful psychoneuroimmunology (PNI) research to enhance health outcomes, quality of life, and longevity among both MM patients and their caregivers.
Collapse
Affiliation(s)
- Lisa M Christian
- Department of Psychiatry & Behavioral Health, The Ohio State University Wexner Medical Center, Columbus, OH 43210 USA; The Institute for Behavioral Medicine Research, The Ohio State University Wexner Medical Center, Columbus, OH 43210, USA.
| | - Janice K Kiecolt-Glaser
- The Institute for Behavioral Medicine Research, The Ohio State University Wexner Medical Center, Columbus, OH 43210, USA
| | - Steve W Cole
- Departments of Psychiatry and Biobehavioral Sciences and Medicine, Division of Hematology-Oncology, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Christin E Burd
- Department of Cancer Biology and Genetics, The Ohio State University, Columbus, OH 43210, USA; Department of Molecular Genetics, The Ohio State University, Columbus, OH 43210, USA
| | - Annelise A Madison
- The Institute for Behavioral Medicine Research, The Ohio State University Wexner Medical Center, Columbus, OH 43210, USA; Department of Psychology, The Ohio State University, Columbus, OH 43210, USA; Veteran's Affairs Boston Healthcare System, Boston, MA 02130, USA; Department of Psychiatry, Harvard Medical School, Boston, MA 02115, USA; Department of Psychiatry, Boston University Chobanian and Avedisian School of Medicine, Boston, MA 02118, USA
| | - Stephanie J Wilson
- Department of Psychology, Southern Methodist University, Dallas, TX 75206, USA
| | - Ashley E Rosko
- Division of Hematology, James Comprehensive Cancer Center, The Ohio State University Wexner Medical Center, Columbus, OH 43210, USA
| |
Collapse
|
5
|
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.
Collapse
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
| | | | | |
Collapse
|
6
|
Ailawadhi S, Adu Y, Frank RD, Das S, Hodge DO, Fernandez A, Flott C, Elliott J, Parrondo R, Sher T, Roy V, Chanan-Khan AA. Factors determining utilization of stem cell transplant for initial therapy of multiple myeloma by patient race: exploring intra-racial healthcare disparities. Blood Cancer J 2024; 14:86. [PMID: 38806475 PMCID: PMC11133435 DOI: 10.1038/s41408-024-01067-x] [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: 02/28/2024] [Revised: 05/01/2024] [Accepted: 05/02/2024] [Indexed: 05/30/2024] Open
Abstract
Multiple myeloma (MM) therapeutics have evolved tremendously in recent years, with significant improvement in patient outcomes. As newer treatment options are developed, stem cell transplant (SCT) remains an important modality that provides excellent disease control and delays the progression of disease. Over the years, SCT use has increased overall in the U.S., but two distinct gaps remain, including suboptimal use overall and racial-ethnic disparities. We evaluated the National Cancer Database (NCDB) to study what sociodemographic factors might play a role within a given racial-ethnic group leading to disparate SCT utilization, such that targeted approaches can be developed to optimize SCT use for all. In nearly 112,000 cases belonging to mutually exclusive categories of non-Hispanic Whites (NHW), non-Hispanic Blacks (NHB), Hispanics, non-Hispanic Asians (NHA), and others, we found certain factors including age, comorbidity index, payor type, facility type (academic vs. community) and facility volume to be uniformly associated with SCT use for all the racial-ethnic groups, while gender was not significant for any of the groups. There were several other factors that had a differential impact on SCT utilization among the various race-ethnicity groups studied, including year of diagnosis (significant for NHW, NHB, and Hispanics), income level (significant for NHW and Hispanics), literacy level (significant for NHW and NHB), and geographic location of the treatment facility (significant for NHW and NHA). The suboptimal SCT utilization overall in the U.S. suggests that there may be room for improvement for all, even including the majority NHW, while we continue to work on factors that lead to disparities for the traditionally underserved populations. This study helps identify sociodemographic factors that may play a role specifically in each group and paves the way to devise targeted solutions such that resource utilization and impact can be maximized.
Collapse
Affiliation(s)
| | - Yaw Adu
- Texas Tech University Health Sciences Center School of Medicine, Lubbock, TX, USA
| | - Ryan D Frank
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, MN, USA
| | - Saurav Das
- Division of Hematology-Oncology, Mayo Clinic, Jacksonville, FL, USA
| | - David O Hodge
- Department of Health Sciences Research/Biomedical Statistics and Informatics, Mayo Clinic, Jacksonville, FL, USA
| | - Andre Fernandez
- Division of Hematology-Oncology, Mayo Clinic, Jacksonville, FL, USA
| | - Caitlyn Flott
- Division of Hematology-Oncology, Mayo Clinic, Jacksonville, FL, USA
| | - Jamie Elliott
- Division of Hematology-Oncology, Mayo Clinic, Jacksonville, FL, USA
| | - Ricardo Parrondo
- Division of Hematology-Oncology, Mayo Clinic, Jacksonville, FL, USA
| | - Taimur Sher
- Division of Hematology-Oncology, Mayo Clinic, Jacksonville, FL, USA
| | - Vivek Roy
- Division of Hematology-Oncology, Mayo Clinic, Jacksonville, FL, USA
| | | |
Collapse
|
7
|
Gasoyan H, Anwer F, Casacchia NJ, Kovach JD, Valent J, Wang M, Halpern MT, Rothberg MB. Role of Patient Characteristics and Insurance Type in Newly Diagnosed Multiple Myeloma Care Disparities. JCO Oncol Pract 2024; 20:699-707. [PMID: 38354331 PMCID: PMC11484193 DOI: 10.1200/op.23.00672] [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: 10/17/2023] [Revised: 12/12/2023] [Accepted: 01/10/2024] [Indexed: 02/16/2024] Open
Abstract
PURPOSE Little is known about the role of social determinants of health (SDOH) in the utilization of novel treatments among patients with newly diagnosed multiple myeloma (NDMM). METHODS This retrospective cohort study used Taussig Cancer Center's Myeloma Patient Registry to identify adults with NDMM between January 1, 2017, and December 31, 2021. Electronic health records data captured treatment with (1) triplet or quadruplet regimen and (2) lenalidomide during the first year after NDMM, and (3) stem-cell transplant (SCT) through December 31, 2022. Multivariable logistic regression models examined associations of demographic/clinical characteristics and SDOH with care patterns. RESULTS We identified 569 patients with median age at diagnosis of 66 years (IQR, 59-73); 55% were male, 76% White, 23% Black, 1.1% other races, insured by Medicare (51%), private payer (38%), Medicaid (8.3%), and self-pay/other (1.8%). In the multivariable models, self-pay/other payers (adjusted odds ratio [AOR], 0.15 [95% CI, 0.03 to 0.54]) was associated with lower odds of triplet or quadruplet regimen, compared with Medicare. Private insurance (AOR, 0.48 [95% CI, 0.27 to 0.86]) and self-pay/other payers (AOR, 0.16 [95% CI, 0.04 to 0.74]) had lower odds of lenalidomide. Black patients (v White; AOR, 0.47 [95% CI, 0.26 to 0.85]) and patients treated at regional hospitals (v Taussig Cancer Center; AOR, 0.27 [95% CI, 0.12 to 0.57]) had lower odds of SCT. The odds of receiving triplet or quadruplet regimen, lenalidomide, and SCT also varied by the year of NDMM. CONCLUSION Care for NDMM varied based on race, insurance type, year of diagnosis, and treatment facility. It may be useful to examine the impact of insurance-related characteristics and recent policy initiatives on care disparities.
Collapse
Affiliation(s)
- Hamlet Gasoyan
- Center for Value-Based Care Research, Department of Internal Medicine and Geriatrics, Primary Care Institute, Cleveland Clinic, Cleveland, OH
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH
| | - Faiz Anwer
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH
- Department of Hematology and Medical Oncology, Taussig Cancer Center, Cleveland Clinic, Cleveland, OH
| | - Nicholas J. Casacchia
- Center for Value-Based Care Research, Department of Internal Medicine and Geriatrics, Primary Care Institute, Cleveland Clinic, Cleveland, OH
| | - Jeffrey D. Kovach
- Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH
| | - Jason Valent
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH
- Department of Hematology and Medical Oncology, Taussig Cancer Center, Cleveland Clinic, Cleveland, OH
| | - Ming Wang
- Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH
| | - Michael T. Halpern
- Healthcare Delivery Research Program, National Cancer Institute, Bethesda, MD
| | - Michael B. Rothberg
- Center for Value-Based Care Research, Department of Internal Medicine and Geriatrics, Primary Care Institute, Cleveland Clinic, Cleveland, OH
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH
| |
Collapse
|
8
|
Wei JX, Shastri A, Sica RA, Mantzaris I, Kornblum N, Shah U, Janakiram M, Gritsman K, Verma A, Goldfinger M, Cooper D, Shah N. Impact of race and ethnicity on early mortality in multiple myeloma: a SEER analysis. Haematologica 2024; 109:1480-1486. [PMID: 37881838 PMCID: PMC11063841 DOI: 10.3324/haematol.2023.283304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Accepted: 10/17/2023] [Indexed: 10/27/2023] Open
Abstract
Over the past two decades, there have been significant advances in the treatment of multiple myeloma which has led to an improvement in overall survival.1,2 However, a notable proportion of patients continue to experience early mortality (EM), defined as 2 years from the time of diagnosis. This raises the possibility that improvements in myeloma survival have not extended equally to all groups. Using the latest data drawn from the Surveillance Epidemiology and End Results database of patients in the United States spanning 2000-2019, we study impact of important sociodemographic factors on EM. Through regression modeling, we demonstrate that patients diagnosed from 2000-2005, of older age, male sex, and of certain racial minority status (non-Hispanic Black and Hispanic) have higher odds of EM. Of these factors, minority status contributed to worse 2-year overall survival as well. We evaluate whether income, as a surrogate to access to care, could potentially explain this finding, but find that race has a distinct relationship with EM that is not modified by income. This is further reinforced by subgroup analysis. After characterizing groups vulnerable to EM, we examine reasons for these disparities and potential avenues to address them.
Collapse
Affiliation(s)
- John X Wei
- Department of Medicine, Montefiore/Albert Einstein College of Medicine, New York
| | - Aditi Shastri
- Division of Hematologic Malignancies, Department of Medical Oncology, Montefiore/Albert Einstein College of Medicine, New York
| | - R Alejandro Sica
- Division of Hematologic Malignancies, Department of Medical Oncology, Montefiore/Albert Einstein College of Medicine, New York
| | - Ioannis Mantzaris
- Division of Hematologic Malignancies, Department of Medical Oncology, Montefiore/Albert Einstein College of Medicine, New York
| | - Noah Kornblum
- Division of Hematologic Malignancies, Department of Medical Oncology, Montefiore/Albert Einstein College of Medicine, New York
| | - Urvi Shah
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York
| | - Murali Janakiram
- Division of Hematologic Malignancies, City of Hope National Medical Center, Duarte, CA
| | - Kira Gritsman
- Division of Hematologic Malignancies, Department of Medical Oncology, Montefiore/Albert Einstein College of Medicine, New York
| | - Amit Verma
- Division of Hematologic Malignancies, Department of Medical Oncology, Montefiore/Albert Einstein College of Medicine, New York
| | - Mendel Goldfinger
- Division of Hematologic Malignancies, Department of Medical Oncology, Montefiore/Albert Einstein College of Medicine, New York
| | - Dennis Cooper
- Division of Hematologic Malignancies, Department of Medical Oncology, Montefiore/Albert Einstein College of Medicine, New York
| | - Nishi Shah
- Division of Hematologic Malignancies, Department of Medical Oncology, Montefiore/Albert Einstein College of Medicine, New York.
| |
Collapse
|
9
|
Wang R, Neparidze N, Ma X, Colditz GA, Chang S, Wang S. Racial differences in treatment and survival among older patients with multiple myeloma. Cancer Med 2024; 13:e6915. [PMID: 38234237 PMCID: PMC10905251 DOI: 10.1002/cam4.6915] [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: 07/20/2023] [Revised: 11/24/2023] [Accepted: 12/23/2023] [Indexed: 01/19/2024] Open
Abstract
BACKGROUND Treatments for multiple myeloma (MM) have evolved over time and improved MM survival. While racial differences in MM treatment and prognosis between non-Hispanic African American (NHAA) and non-Hispanic White (NHW) patients are well-established, it is unclear whether they have persisted after the introduction of novel agents. METHODS Using the Surveillance, Epidemiology, and End Results-Medicare linked database, our study investigated racial difference in the receipt of treatment within 1 year following diagnosis and assessed survival outcomes among Medicare beneficiaries (≥66 years) diagnosed with MM from 2007 to 2017. We applied multivariable Cox proportional hazards models to estimate the association between race and survival and presented hazard ratios (HRs). RESULTS Of 2094 NHAA and 11,983 NHW older patients with MM, 59.5% and 64.8% received treatment during the first year, respectively. Discrepancy in the proportion of patients receiving treatment between the two groups increased from 2.9% in 2007 to 2009 to 6.9% in 2014-2017. After controlling for relevant factors, patients who received treatment within the first year had lower mortality than those who did not (HR = 0.90, 95% confidence interval [CI]: 0.86-0.94). NHAA patients had a lower probability to receive treatments during the first year than NHW patients (HR = 0.91, 95% CI: 0.85-0.97) but had lower mortality (HR = 0.94, 95% CI: 0.88-1.00). The lower mortality was only observed among patients who received no treatment (HR = 0.84, 95% CI: 0.77-0.93); NHAA and NHW patients who received treatment had similar survival (p = 0.63). CONCLUSIONS The increasing racial disparity in treatment utilization over time is concerning. Efforts are needed to eliminate the barriers of receiving treatment.
Collapse
Affiliation(s)
- Rong Wang
- Department of Chronic Disease EpidemiologyYale School of Public HealthNew HavenConnecticutUSA
- Cancer Outcomes, Public Policy, and Effectiveness Research (COPPER) CenterYale UniversityNew HavenConnecticutUSA
| | - Natalia Neparidze
- Cancer Outcomes, Public Policy, and Effectiveness Research (COPPER) CenterYale UniversityNew HavenConnecticutUSA
- Department of Internal MedicineSection of Hematology, Yale School of MedicineNew HavenConnecticutUSA
| | - Xiaomei Ma
- Department of Chronic Disease EpidemiologyYale School of Public HealthNew HavenConnecticutUSA
- Cancer Outcomes, Public Policy, and Effectiveness Research (COPPER) CenterYale UniversityNew HavenConnecticutUSA
| | - Graham A. Colditz
- Department of Surgery, Division of Public Health SciencesWashington University School of MedicineSt. LouisMissouriUSA
| | - Su‐Hsin Chang
- Department of Surgery, Division of Public Health SciencesWashington University School of MedicineSt. LouisMissouriUSA
| | - Shi‐Yi Wang
- Department of Chronic Disease EpidemiologyYale School of Public HealthNew HavenConnecticutUSA
- Cancer Outcomes, Public Policy, and Effectiveness Research (COPPER) CenterYale UniversityNew HavenConnecticutUSA
| |
Collapse
|
10
|
Shah UA, Moshier E, Derkach A, Huang Y, Mailankody S, Tan CR, Maclachlan K, Hultcrantz M, Korde N, Hassoun H, Thibaud S, Sanchez L, Rodriguez C, Richard S, Richter J, Rossi A, Cho HJ, Lesokhin A, Chari A, Usmani SZ, Jagannath S, Parekh S, Gallagher EJ. Prevalence and impact of diabetes on survival of patients with multiple myeloma in different racial groups. Blood Adv 2024; 8:236-247. [PMID: 37772981 PMCID: PMC10918423 DOI: 10.1182/bloodadvances.2023010815] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 08/04/2023] [Accepted: 08/08/2023] [Indexed: 09/30/2023] Open
Abstract
ABSTRACT Multiple myeloma (MM) is twice as common in Black individuals compared with in White individuals, and diabetes mellitus (DM) disproportionately affects Black patients. Although numerous studies have shown a correlation between DM and MM, this has not been studied in the context of race and in vivo mechanisms. We conducted a retrospective clinical study of 5383 patients with MM of which 15% had DM (White, 12% and Black, 25%). Multivariable Cox models showed reduced overall survival (OS) for patients with DM (hazard ratio, 1.27; 95% confidence interval, 1.11-1.47; P < .001). This appeared to be driven by a marked difference in OS between White patients with and without DM but not in Black patients. In contrast, obesity was associated with better OS in Black patients but not in White patients. To complement this analysis, we assessed MM growth in a genetically engineered immunocompromised nonobese diabetic (Rag1-/-/muscle creatinine kinase promoter expression of a human IGF1R [M] with a lysine [K] to arginine [R] point mutation) mouse model to evaluate the mechanisms linking DM and MM. MM.1S xenografts grew in more Rag1-/-/MKR mice and grew more rapidly in the Rag1-/-/MKR mice compared with in controls. Western blot analysis found that MM1.S xenografts from Rag1-/-/MKR mice had higher phosphorylated S6 ribosomal protein (Ser235/236) levels, indicating greater activation of the mammalian target of rapamycin pathway. Our study is, to our knowledge, the first to evaluate racial differences in DM prevalence and survival in MM, as well as the effect of DM on tumor growth in mouse models. Our results suggest that DM may contribute to the higher incidence of MM in Black patients; and to improve survival in MM, DM management cannot be ignored.
Collapse
Affiliation(s)
- Urvi A. Shah
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Department of Medicine, Weill Cornell Medical College, New York, NY
| | - Erin Moshier
- Department of Population Health Science and Policy, Mount Sinai Health System, New York, NY
| | - Andriy Derkach
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Yuanhui Huang
- Graduate School of Biomedical Sciences, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Sham Mailankody
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Department of Medicine, Weill Cornell Medical College, New York, NY
| | - Carlyn R. Tan
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Department of Medicine, Weill Cornell Medical College, New York, NY
| | - Kylee Maclachlan
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Department of Medicine, Weill Cornell Medical College, New York, NY
| | - Malin Hultcrantz
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Department of Medicine, Weill Cornell Medical College, New York, NY
| | - Neha Korde
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Department of Medicine, Weill Cornell Medical College, New York, NY
| | - Hani Hassoun
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Department of Medicine, Weill Cornell Medical College, New York, NY
| | - Santiago Thibaud
- Department of Medicine, Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Larysa Sanchez
- Department of Medicine, Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Cesar Rodriguez
- Department of Medicine, Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Shambavi Richard
- Department of Medicine, Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Joshua Richter
- Department of Medicine, Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Adriana Rossi
- Department of Medicine, Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Hearn Jay Cho
- Department of Medicine, Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Alexander Lesokhin
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Department of Medicine, Weill Cornell Medical College, New York, NY
| | - Ajai Chari
- Department of Medicine, Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Saad Z. Usmani
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Sundar Jagannath
- Department of Medicine, Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Samir Parekh
- Department of Medicine, Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Emily J. Gallagher
- Division of Endocrinology, Diabetes and Bone Disease, Icahn School of Medicine at Mount Sinai, New York, NY
| |
Collapse
|
11
|
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.
Collapse
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.
| |
Collapse
|
12
|
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.
Collapse
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
| |
Collapse
|
13
|
Paul B. The Role of Autologous Stem Cell Transplant in Ultra-High-Risk Myeloma: Do the Ends Still Justify the Means? Transplant Cell Ther 2023; 29:727-729. [PMID: 38035888 DOI: 10.1016/j.jtct.2023.11.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2023]
Affiliation(s)
- Barry Paul
- Department of Hematologic Oncology and Blood Disorders, Levine Cancer Institute, Atrium Health/Wake Forest Baptist, Charlotte, North Carolina
| |
Collapse
|
14
|
Gasoyan H, Fiala MA, Doering M, Vij R, Halpern M, Colditz GA. Disparities in Multiple Myeloma Treatment Patterns in the United States: A Systematic Review. CLINICAL LYMPHOMA, MYELOMA & LEUKEMIA 2023; 23:e420-e427. [PMID: 37659966 PMCID: PMC10844924 DOI: 10.1016/j.clml.2023.08.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 08/09/2023] [Indexed: 09/04/2023]
Abstract
We performed a systematic review of the literature investigating the demographic and insurance-related factors linked to disparities in multiple myeloma (MM) care patterns in the United States from 2003 to 2021. Forty-six observational studies were included. Disparities in MM care patterns were reported based on patient race in 76% of studies (34 out of 45 that captured race as a study variable), ethnicity in 60% (12 out of 20), insurance in 77% (17 out of 22), and distance from treating facility, urbanicity, or geographic region in 62% (13 out of 21). A smaller proportion of studies identified disparities in MM care patterns based on other socioeconomic characteristics, with 36% (9 out of 25) identifying disparities based on income estimate or employment status and 43% (6 out of 14) based on language barrier or education-related factors. Sociodemographic characteristics are frequently associated with disparities in care for individuals diagnosed with MM. There is a need for further research regarding modifiable determinants to accessing care such as insurance plan design, patient out-of-pocket costs, preauthorization criteria, as well as social determinants of health. This information can be used to develop actionable strategies for reducing MM health disparities and enhancing timely and high-quality MM care.
Collapse
Affiliation(s)
- Hamlet Gasoyan
- Center for Value-Based Care Research, Department of Internal Medicine and Geriatrics, Primary Care Institute, Cleveland Clinic, Cleveland, OH.
| | - Mark A Fiala
- Division of Oncology, Department of Medicine, Washington University School of Medicine in St. Louis, St. Louis, MO
| | - Michelle Doering
- Bernard Becker Medical Library, Washington University School of Medicine in St. Louis, St. Louis, MO
| | - Ravi Vij
- Division of Oncology, Department of Medicine, Washington University School of Medicine in St. Louis, St. Louis, MO
| | - Michael Halpern
- Healthcare Delivery Research Program, National Cancer Institute, Bethesda, MD
| | - Graham A Colditz
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine in St. Louis, St. Louis, MO
| |
Collapse
|
15
|
Blue B, Pierre A, Mikhael J. Culturally Responsive Care Delivery in Oncology: The Example of Multiple Myeloma. CLINICAL LYMPHOMA, MYELOMA & LEUKEMIA 2023; 23:651-659. [PMID: 37290997 DOI: 10.1016/j.clml.2023.05.005] [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: 11/29/2022] [Revised: 04/27/2023] [Accepted: 05/04/2023] [Indexed: 06/10/2023]
Abstract
Multiple myeloma (MM) represents ∼1% of all cancers and is the second most common hematologic malignancy worldwide. The incidence of MM is at least two times higher in Blacks/African Americans compared with their White counterparts, and Hispanics/Latinxs are among the youngest patients diagnosed with the disease. Recent advances in available treatments for MM have demonstrated significant improvement in survival outcomes; however, patients from non-White racial/ethnic groups clinically benefit less due to multiple factors including access to care, socioeconomic status, medical mistrust, underutilization of novel therapies, and exclusion from clinical trials. Health inequities in disease characteristics and risk factors based on race also contribute to inequities in outcomes. In this review, we highlight racial/ethnic factors as well as structural barriers attributed to variations in MM epidemiology and management. We focus on three populations-Black/African American, Hispanic/Latinx, and American Indian/Alaska Native-and review factors that healthcare professionals may consider when treating patients of color. We offer tangible advice for healthcare professionals on how to incorporate cultural humility into their practice by following the five key steps: establishing trust, respecting cultural diversity, undergoing cross-cultural training, counseling patients on appropriate available clinical trial options, and connecting patients to community resources. The outlined recommendations will help the medical community to better understand and apply the important concept of cultural humility into their practice to provide the best care for all their patients, regardless of race/ethnicity.
Collapse
Affiliation(s)
- Brandon Blue
- H. Lee Moffitt Cancer Center and Research Institute, Department of Malignant Hematology, Tampa, FL.
| | - Amy Pierre
- Memorial Sloan Kettering Cancer Center, Division of Multiple Myeloma and Lymphoma, Montvale, NJ; Flatiron Health, Division of Research Oncology and Real World Evidence, New York, NY
| | - Joseph Mikhael
- Translational Genomics Research Institute, City of Hope Cancer Center, Phoenix, AZ; International Myeloma Foundation, Chief Medical Officer, Studio City, CA
| |
Collapse
|
16
|
Mateos MV, Ailawadhi S, Costa LJ, Grant SJ, Kumar L, Mohty M, Aydin D, Usmani SZ. Global disparities in patients with multiple myeloma: a rapid evidence assessment. Blood Cancer J 2023; 13:109. [PMID: 37460466 PMCID: PMC10352266 DOI: 10.1038/s41408-023-00877-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 06/05/2023] [Accepted: 06/15/2023] [Indexed: 07/20/2023] Open
Abstract
There are disparities in outcomes for patients with multiple myeloma (MM). We evaluated the influence of sociodemographic factors on global disparities in outcomes for patients with MM. This rapid evidence assessment (PROSPERO, CRD42021248461) followed PRISMA-P guidelines and used the PICOS framework. PubMed and Embase® were searched for articles in English from 2011 to 2021. The title, abstract, and full text of articles were screened according to inclusion/exclusion criteria. The sociodemographic factors assessed were age, sex, race/ethnicity, socioeconomic status, and geographic location. Outcomes were diagnosis, access to treatment, and patient outcomes. Of 84 articles included, 48 were US-based. Worldwide, increasing age and low socioeconomic status were associated with worse patient outcomes. In the US, men typically had worse outcomes than women, although women had poorer access to treatment, as did Black, Asian, and Hispanic patients. No consistent disparities due to sex were seen outside the US, and for most factors and outcomes, no consistent disparities could be identified globally. Too few studies examined disparities in diagnosis to draw firm conclusions. This first systematic analysis of health disparities in patients with MM identified specific populations affected, highlighting a need for additional research focused on assessing patterns, trends, and underlying drivers of disparities in MM.
Collapse
Affiliation(s)
| | - Sikander Ailawadhi
- Division of Hematology/Oncology, Department of Medicine, Mayo Clinic, Jackson, FL, USA
| | - Luciano J Costa
- O'Neal Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Shakira J Grant
- Department of Medicine, Division of Hematology, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Lalit Kumar
- Department of Medical Oncology, All India Institute of Medical Sciences, New Delhi, India
| | - Mohamad Mohty
- Sorbonne University, Department of Hematology, Saint-Antoine Hospital, Paris, France
| | | | - Saad Z Usmani
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| |
Collapse
|
17
|
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.
Collapse
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
| |
Collapse
|
18
|
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.
Collapse
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
| |
Collapse
|
19
|
Malinowska JK, Żuradzki T. Towards the multileveled and processual conceptualisation of racialised individuals in biomedical research. SYNTHESE 2022; 201:11. [PMID: 36591336 PMCID: PMC9795162 DOI: 10.1007/s11229-022-04004-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 12/09/2022] [Indexed: 06/17/2023]
Abstract
In this paper, we discuss the processes of racialisation on the example of biomedical research. We argue that applying the concept of racialisation in biomedical research can be much more precise, informative and suitable than currently used categories, such as race and ethnicity. For this purpose, we construct a model of the different processes affecting and co-shaping the racialisation of an individual, and consider these in relation to biomedical research, particularly to studies on hypertension. We finish with a discussion on the potential application of our proposition to institutional guidelines on the use of racial categories in biomedical research.
Collapse
Affiliation(s)
| | - Tomasz Żuradzki
- Institute of Philosophy & Interdisciplinary Centre for Ethics, Jagiellonian University, ul. Grodzka 52, 31-044 Kraków, Poland
| |
Collapse
|
20
|
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.
| |
Collapse
|
21
|
Body Mass Index and Overall Survival of Patients with Newly Diagnosed Multiple Myeloma. Cancers (Basel) 2022; 14:cancers14215331. [DOI: 10.3390/cancers14215331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 10/24/2022] [Accepted: 10/27/2022] [Indexed: 11/16/2022] Open
Abstract
Obesity is associated with survival in several solid tumors and non-Hodgkin lymphoma, but its impact on multiple myeloma (MM) survival is unclear. We examined the associations between body mass index (BMI) at different periods of life up to the time of diagnosis and overall survival (OS) among 563 patients newly diagnosed with MM in 2010–2019. BMI at diagnosis was calculated using measured height and weight from electronic medical records (EMR). BMIs at age 20, maximum during adulthood, and 5 years before diagnosis were calculated using self-reported weights and measured height from EMR. Over a median follow-up of 49.3 months, 191 (33.93%) deaths were identified. We used multivariable Cox proportional-hazards models to examine the associations between BMIs and OS. Height as well as BMI before and at diagnosis was not associated with OS, but there is a U-shape association between weight and OS. Higher BMIs at diagnosis were associated with better OS among females (HR = 0.39 [0.22–0.71]), irrespective of race. In conclusion, our results suggest that BMI at different periods of life up to the time of diagnosis may not be associated with OS in MM, except that a higher BMI at diagnosis was associated with superior OS for females.
Collapse
|
22
|
The impact of race, ethnicity, and obesity on CAR T-cell therapy outcomes. Blood Adv 2022; 6:6040-6050. [PMID: 35939781 PMCID: PMC9700270 DOI: 10.1182/bloodadvances.2022007676] [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: 03/24/2022] [Accepted: 07/25/2022] [Indexed: 12/14/2022] Open
Abstract
Cancer outcomes with chemotherapy are inferior in patients of minority racial/ethnic groups and those with obesity. Chimeric antigen receptor (CAR) T-cell therapy has transformed outcomes for relapsed/refractory hematologic malignancies, but whether its benefits extend commensurately to racial/ethnic minorities and patients with obesity is poorly understood. With a primary focus on patients with B-cell acute lymphoblastic leukemia (B-ALL), we retrospectively evaluated the impact of demographics and obesity on CAR T-cell therapy outcomes in adult and pediatric patients with hematologic malignancies treated with CAR T-cell therapy across 5 phase 1 clinical trials at the National Cancer Institute from 2012 to 2021. Among 139 B-ALL CAR T-cell infusions, 28.8% of patients were Hispanic, 3.6% were Black, and 29.5% were overweight/obese. No significant associations were found between race, ethnicity, or body mass index (BMI) and complete remission rates, neurotoxicity, or overall survival. Hispanic patients were more likely to experience severe cytokine release syndrome compared with White non-Hispanic patients even after adjusting for leukemia disease burden and age (odds ratio, 4.5; P = .001). A descriptive analysis of patients with multiple myeloma (n = 24) and non-Hodgkin lymphoma (n = 23) displayed a similar pattern to the B-ALL cohort. Our findings suggest CAR T-cell therapy may provide substantial benefit across a range of demographics characteristics, including for those populations who are at higher risk for chemotherapy resistance and relapse. However, toxicity profiles may vary. Therefore, efforts to improve access to CAR therapy for underrepresented populations and elucidate mechanisms of differential toxicity among demographic groups should be prioritized.
Collapse
|
23
|
Sagar D, Aggarwal P, Farswan A, Gupta R, Gupta A. GCRS: A hybrid graph convolutional network for risk stratification in multiple myeloma cancer patients. Comput Biol Med 2022; 149:106048. [DOI: 10.1016/j.compbiomed.2022.106048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 07/31/2022] [Accepted: 08/20/2022] [Indexed: 11/16/2022]
|
24
|
Fatoki RA, Koehn K, Kelkar A, Al Hadidi S, Mehra N, Mian H, Landgren O, Kazandjian D, Hoffman J, Sborov DW, Mohyuddin GR. Global Myeloma Trial Participation and Drug Access in the Era of Novel Therapies. JCO Glob Oncol 2022; 8:e2200119. [PMID: 35960904 PMCID: PMC9470137 DOI: 10.1200/go.22.00119] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 05/23/2022] [Accepted: 06/29/2022] [Indexed: 11/20/2022] Open
Abstract
PURPOSE The globalization of clinical trials has accelerated recent advances in multiple myeloma (MM). However, it is unclear whether trial enrollment locations are reflective of the global burden of MM and whether access to novel therapies is timely and equitable for countries that participate in those trials. METHODS To assess this, we characterized where MM trials that led to US Food and Drug Administration (FDA) approvals were conducted and determined how often and quickly these drug regimens received approval in their participating trial countries on the basis of country income level and geographic region. RESULTS A systematic review was conducted to identify all MM clinical trials that met their primary endpoint, enrolled patients outside the United States, and resulted in FDA approval from 2005 to 2019. A total of 18 pivotal MM clinical trials were identified. High-income countries enrolled patients in 100% (18/18) of the trials identified, whereas upper-middle and lower-middle-income countries were represented in 61% (11/18) and 28% (5/18) of trials, respectively. No patients from low-income countries were enrolled. One trial enrolled patients in sub-Saharan Africa, and no trials enrolled patients in South Asia/Caribbean. For drugs/regimens that were approved in their participating countries, the median time from FDA approval to approval was 10.9 months. There were no drugs approved in lower-middle-income trial countries. MM trials leading to FDA approval are generally run in high-income, European, and Central Asian countries. CONCLUSION There are substantial disparities in where novel therapies are evaluated and where they are ultimately approved for use on the basis of income level and geography.
Collapse
Affiliation(s)
- Raleigh Ayoolu Fatoki
- Internal Medicine Department, Kaiser Permanente – Oakland Medical Center, Oakland, CA
| | - Kelly Koehn
- Division of Hematological Malignancies and Cellular Therapeutics, University of Kansas, Kansas City, KS
| | - Amar Kelkar
- Division of Stem Cell Transplantation and Cellular Therapies, Dana-Farber Brigham Cancer Center, Boston, MA
| | - Samer Al Hadidi
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR
| | - Nikita Mehra
- Department of Medical Oncology and Molecular Oncology, Cancer Institute (WIA), Chennai, India
| | - Hira Mian
- Department of Oncology, Juravinski Hospital and Cancer Centre-Hamilton Health Sciences, McMaster University, Hamilton, Ontario, Canada
| | - Ola Landgren
- Myeloma Program, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL
| | - Dickran Kazandjian
- Myeloma Program, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL
| | - James Hoffman
- Myeloma Program, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL
| | - Douglas W. Sborov
- Division of Hematology and Hematological Malignancies, University of Utah, Huntsman Cancer Institute, Salt Lake City, UT
| | - Ghulam Rehman Mohyuddin
- Division of Hematology and Hematological Malignancies, University of Utah, Huntsman Cancer Institute, Salt Lake City, UT
| |
Collapse
|
25
|
Bao A, Zhao Q, Merritt E, Bumma N, Devarakonda S, Khan AM, Umyarova E, Rosko AE, Benson DM, Cottini F. Racial differences as predictors of outcomes in young patients with multiple myeloma. Blood Cancer J 2022; 12:114. [PMID: 35896527 PMCID: PMC9329432 DOI: 10.1038/s41408-022-00708-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 07/11/2022] [Accepted: 07/12/2022] [Indexed: 11/09/2022] Open
Affiliation(s)
- Alicia Bao
- College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Qiuhong Zhao
- Department of Internal Medicine, Division of Hematology, College of Medicine, The Ohio State University, Columbus, OH, USA
| | | | - Naresh Bumma
- Department of Internal Medicine, Division of Hematology, College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Srinivas Devarakonda
- Department of Internal Medicine, Division of Hematology, College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Abdullah M Khan
- Department of Internal Medicine, Division of Hematology, College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Elvira Umyarova
- Department of Internal Medicine, Division of Hematology, College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Ashley E Rosko
- Department of Internal Medicine, Division of Hematology, College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Don M Benson
- Department of Internal Medicine, Division of Hematology, College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Francesca Cottini
- Department of Internal Medicine, Division of Hematology, College of Medicine, The Ohio State University, Columbus, OH, USA.
| |
Collapse
|
26
|
Buradagunta CS, Garacci Z, D'Souza A, Dhakal B, Devata S, Janz S, Thrift AP, Hari P, Stolley M, Dong J. Socioeconomic disadvantage contributes to ethnic disparities in multiple myeloma survival: a matched cohort study. Blood Cancer J 2022; 12:82. [PMID: 35614050 PMCID: PMC9132975 DOI: 10.1038/s41408-022-00681-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 04/27/2022] [Accepted: 05/11/2022] [Indexed: 01/07/2023] Open
Affiliation(s)
| | - 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
| | - Binod Dhakal
- Division of Hematology Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Sumana Devata
- Division of Hematology Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Section of Hematology Oncology, Department of Medicine, Clement J Zablocki Veterans Affairs Medical Center, 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
| | - 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
| | - Melinda Stolley
- Division of Hematology Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Medical College of Wisconsin Cancer Center, Milwaukee, WI, USA
| | - 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.
| |
Collapse
|
27
|
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: 18] [Impact Index Per Article: 9.0] [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.
Collapse
|
28
|
Maignan K, Fashoyin-Aje LA, Torres AZ, Fernandes LL, Gwise T, Baxi SB, Roose JP, Rivera DR, Shen YL, Kluetz PG, Gormley NJ. Exploring racial disparities in treatment patterns and outcomes for patients with multiple myeloma using real world data. Blood Cancer J 2022; 12:65. [PMID: 35440047 PMCID: PMC9018767 DOI: 10.1038/s41408-022-00665-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 03/25/2022] [Accepted: 03/29/2022] [Indexed: 11/09/2022] Open
Abstract
This retrospective observational study evaluated racial disparities among Black and White patients with multiple myeloma (MM). We included patients from a longitudinal de-identified EHR-derived database who had ≥2 visits recorded on or after 1/1/2011, documented treatment, and race listed as White or Black. Black patients (n = 1172) were more likely female (54.8%/42.9%) and younger (<65 years, 40.8%/30.8%) than White patients (n = 4637). Unadjusted median real-world overall survival (rwOS) indexed to first-line of therapy (LOT) was 64.6 months (95% CI: 57.8-74.0) for Blacks and 54.5 months (95% CI: 50.9-56.2) for Whites. Adjusted rwOS estimates (for sex, age at index date, and practice type) to either first- (aHR = 0.94; 95% CI: 0.84-1.06) or second-LOT (aHR = 0.90; 95% CI: 0.77-1.05) were similar. Unadjusted derived response rate (dRR) during first-LOT was 84.8% (95% CI: 80.7-88.1) for Blacks and 86.9% (95% CI: 85.0-88.5) for Whites (odds ratio [OR] = 0.78 [95% CI: 0.57-1.10]); in second-LOT, 67.2% (95% CI: 58.4-75.0) for Blacks and 72.4% (95% CI: 68.1-76.3) for Whites (OR = 0.72 [95% CI: 0.46-1.13]). High representation of Black patients enabled this robust analysis, albeit with limitations inherent to the observational data source, the retrospective design, and the analytic use of newly derived endpoints requiring further validation.
Collapse
Affiliation(s)
| | - Lola A Fashoyin-Aje
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA.,Oncology Center of Excellence, US Food and Drug Administration, Silver Spring, MD, USA
| | | | - Laura L Fernandes
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | - Thomas Gwise
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | | | | | - Donna R Rivera
- Oncology Center of Excellence, US Food and Drug Administration, Silver Spring, MD, USA
| | - Yuan Li Shen
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | - Paul G Kluetz
- Oncology Center of Excellence, US Food and Drug Administration, Silver Spring, MD, USA
| | - Nicole J Gormley
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| |
Collapse
|
29
|
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.
Collapse
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
| |
Collapse
|
30
|
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]
|
31
|
Farswan A, Gupta A, Sriram K, Sharma A, Kumar L, Gupta R. Does Ethnicity Matter in Multiple Myeloma Risk Prediction in the Era of Genomics and Novel Agents? Evidence From Real-World Data. Front Oncol 2021; 11:720932. [PMID: 34858811 PMCID: PMC8630746 DOI: 10.3389/fonc.2021.720932] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Accepted: 10/20/2021] [Indexed: 01/03/2023] Open
Abstract
Introduction Current risk predictors of multiple myeloma do not integrate ethnicity-specific information. However, the impact of ethnicity on disease biology cannot be overlooked. In this study, we have investigated the impact of ethnicity in multiple myeloma risk prediction. In addition, an efficient and robust artificial intelligence (AI)-enabled risk-stratification system is developed for newly diagnosed multiple myeloma (NDMM) patients that utilizes ethnicity-specific cutoffs of key prognostic parameters. Methods K-adaptive partitioning is used to propose new cutoffs of parameters for two different datasets—the MMIn (MM Indian dataset) dataset and the MMRF (Multiple Myeloma Research Foundation) dataset belonging to two different ethnicities. The Consensus-based Risk-Stratification System (CRSS) is designed using the Gaussian mixture model (GMM) and agglomerative clustering. CRSS is validated via Cox hazard proportional methods, Kaplan–Meier analysis, and log-rank tests on progression-free survival (PFS) and overall survival (OS). SHAP (SHapley Additive exPlanations) is utilized to establish the biological relevance of the risk prediction by CRSS. Results There is a significant variation in the key prognostic parameters of the two datasets belonging to two different ethnicities. CRSS demonstrates superior performance as compared with the R-ISS in terms of C-index and hazard ratios on both the MMIn and MMRF datasets. An online calculator has been built that can predict the risk stage of a multiple myeloma (MM) patient based on the values of parameters and ethnicity. Conclusion Our methodology discovers changes in the cutoffs with ethnicities from the established cutoffs of prognostic features. The best predictor model for both cohorts was obtained with the new ethnicity-specific cutoffs of clinical parameters. Our study also revealed the efficacy of AI in building a deployable risk prediction system for MM. In the future, it is suggested to use the CRSS risk calculator on a large dataset as the cohort size of the present study is 25% of the cohort used in the R-ISS reported in 2015.
Collapse
Affiliation(s)
- Akanksha Farswan
- Signal Processing and Biomedical Imaging Lab (SBILab), Department of Electronics and Communication, Indraprastha Institute of Information Technology-Delhi, New Delhi, India
| | - Anubha Gupta
- Signal Processing and Biomedical Imaging Lab (SBILab), Department of Electronics and Communication, Indraprastha Institute of Information Technology-Delhi, New Delhi, India
| | - Krishnamachari Sriram
- Department of Computational Biology, Indraprastha Institute of Information Technology-Delhi, New Delhi, India
| | - Atul Sharma
- Department of Medical Oncology, Dr. B.R.A. IRCH, AIIMS, New Delhi, India
| | - Lalit Kumar
- Department of Medical Oncology, Dr. B.R.A. IRCH, AIIMS, New Delhi, India
| | - Ritu Gupta
- Laboratory Oncology Unit, Dr. Bhim Rao Ambedkar Institute Rotary Cancer Hospital, All India Institute of Medical Sciences (Dr. B.R.A. IRCH, AIIMS), New Delhi, India
| |
Collapse
|
32
|
Aung TN, Bickell NA, Jagannath S, Kamath G, Meltzer J, Kunzel B, Egorova NN. Do Patients With Multiple Myeloma Enrolled in Clinical Trials Live Longer? Am J Clin Oncol 2021; 44:603-612. [PMID: 34753885 DOI: 10.1097/coc.0000000000000873] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES Enrollment in clinical trials is thought to improve survival outcomes through the trial effect. In this retrospective observational cohort study, we aimed to discern differences in survival outcomes by clinical trial enrollment and race-ethnicity. MATERIALS AND METHODS Of 1285 patients receiving care for multiple myeloma at an National Cancer Institute designated cancer center from 2012 to 2018, 1065 (83%) were nontrial and 220 (17%) were trial participants. Time to event analyses were used to adjust for baseline characteristics and account for clinical trial enrollment as a time-varying covariate. We analyzed propensity-matched cohorts of trial and nontrial patients to reduce potential bias in observational data. RESULTS Trial patients were younger (mean age in years: 60 vs. 63; P<0.001), underwent more lines of therapy (treatment lines ≥6: 39% vs. 17%; P<0.001), and had more comorbidities than nontrial patients. After controlling for baseline characteristics and clinical trial enrollment as a time-varying covariate, no significant difference in survival was found between trial and nontrial participants (hazard ratio [HR]=1.34, 95% confidence intervals [CIs]: 0.90-1.99), or between propensity-matched trial and nontrial participants (205 patients in each cohort, HR=1.36, 95% CIs: 0.83-2.23). Subgroup analyses by lines of therapy confirmed results from overall analyses. We did not observe survival differences by race-ethnicity (Logrank P=0.09), though hazard of death was significantly increased for nontrial Black/Hispanic patients compared with trial White patients (HR=1.76, 95% CIs=1.01-3.08). CONCLUSIONS This study did not find evidence of a significant survival benefit to trial enrollment among patients with multiple myeloma. Patients enrolled in clinical trials underwent more lines of therapy, suggesting they may have had more treatment-resistant cancers. A small survival benefit in this cohort may be obscured by the lack of difference in survival between trial and nontrial patients.
Collapse
Affiliation(s)
- Taing N Aung
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY
| | | | | | | | | | | | | |
Collapse
|
33
|
Patel R, Ma J, Bashir Q, Delgado R, Rondon G, Popat UR, Hosing CM, Nieto Y, Kebriaei P, Alousi AM, Daher M, Mehta R, Srour S, Weber DM, Thomas SK, Lee HC, Patel KK, Orlowski RZ, Shpall ES, Champlin RE, Saini N, Qazilbash MH. Black multiple myeloma patients undergoing upfront autologous stem cell transplant have similar survival outcomes compared to Whites: A propensity-score matched analysis. Am J Hematol 2021; 96:E455-E457. [PMID: 34559916 DOI: 10.1002/ajh.26360] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2021] [Revised: 09/18/2021] [Accepted: 09/21/2021] [Indexed: 11/12/2022]
Affiliation(s)
- Romil Patel
- Department of Stem Cell Transplantation and Cellular Therapy The University of Texas M.D. Anderson Cancer Center Houston Texas USA
| | - Junsheng Ma
- Department of Biostatistics The University of Texas M.D. Anderson Cancer Center Houston Texas USA
| | - Qaiser Bashir
- Department of Stem Cell Transplantation and Cellular Therapy The University of Texas M.D. Anderson Cancer Center Houston Texas USA
| | - Ruby Delgado
- Department of Stem Cell Transplantation and Cellular Therapy The University of Texas M.D. Anderson Cancer Center Houston Texas USA
| | - Gabriela Rondon
- Department of Stem Cell Transplantation and Cellular Therapy The University of Texas M.D. Anderson Cancer Center Houston Texas USA
| | - Uday R. Popat
- Department of Stem Cell Transplantation and Cellular Therapy The University of Texas M.D. Anderson Cancer Center Houston Texas USA
| | - Chitra M. Hosing
- Department of Stem Cell Transplantation and Cellular Therapy The University of Texas M.D. Anderson Cancer Center Houston Texas USA
| | - Yago Nieto
- Department of Stem Cell Transplantation and Cellular Therapy The University of Texas M.D. Anderson Cancer Center Houston Texas USA
| | - Partow Kebriaei
- Department of Stem Cell Transplantation and Cellular Therapy The University of Texas M.D. Anderson Cancer Center Houston Texas USA
| | - Amin M. Alousi
- Department of Stem Cell Transplantation and Cellular Therapy The University of Texas M.D. Anderson Cancer Center Houston Texas USA
| | - May Daher
- Department of Stem Cell Transplantation and Cellular Therapy The University of Texas M.D. Anderson Cancer Center Houston Texas USA
| | - Rohtesh Mehta
- Department of Stem Cell Transplantation and Cellular Therapy The University of Texas M.D. Anderson Cancer Center Houston Texas USA
| | - Samer Srour
- Department of Stem Cell Transplantation and Cellular Therapy The University of Texas M.D. Anderson Cancer Center Houston Texas USA
| | - Donna M. Weber
- Department of Lymphoma and Myeloma The University of Texas M.D. Anderson Cancer Center Houston Texas USA
| | - Sheeba K. Thomas
- Department of Lymphoma and Myeloma The University of Texas M.D. Anderson Cancer Center Houston Texas USA
| | - Hans C. Lee
- Department of Lymphoma and Myeloma The University of Texas M.D. Anderson Cancer Center Houston Texas USA
| | - Krina K. Patel
- Department of Lymphoma and Myeloma The University of Texas M.D. Anderson Cancer Center Houston Texas USA
| | - Robert Z. Orlowski
- Department of Lymphoma and Myeloma The University of Texas M.D. Anderson Cancer Center Houston Texas USA
| | - Elizabeth S. Shpall
- Department of Stem Cell Transplantation and Cellular Therapy The University of Texas M.D. Anderson Cancer Center Houston Texas USA
| | - Richard E. Champlin
- Department of Stem Cell Transplantation and Cellular Therapy The University of Texas M.D. Anderson Cancer Center Houston Texas USA
| | - Neeraj Saini
- Department of Stem Cell Transplantation and Cellular Therapy The University of Texas M.D. Anderson Cancer Center Houston Texas USA
| | - Muzaffar H. Qazilbash
- Department of Stem Cell Transplantation and Cellular Therapy The University of Texas M.D. Anderson Cancer Center Houston Texas USA
| |
Collapse
|
34
|
Costa LJ, Davies FE, Monohan GP, Kovacsovics T, Burwick N, Jakubowiak A, Kaufman JL, Hong WJ, Dail M, Salem AH, Yang X, Masud AA, Munasinghe W, Ross JA, Bueno OF, Kumar SK, Stadtmauer EA. Phase 2 study of venetoclax plus carfilzomib and dexamethasone in patients with relapsed/refractory multiple myeloma. Blood Adv 2021; 5:3748-3759. [PMID: 34470049 PMCID: PMC8679663 DOI: 10.1182/bloodadvances.2020004146] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 05/10/2021] [Indexed: 12/20/2022] Open
Abstract
Proteins in the antiapoptotic B-cell lymphoma 2 (BCL-2) family play a role in the pathophysiology of multiple myeloma (MM). Venetoclax is a highly selective, potent, oral BCL-2 inhibitor that induces apoptosis of MM cells, and its efficacy may be potentiated through combination with agents that increase BCL-2 dependency or have complementary mechanisms of action. The safety, tolerability, pharmacokinetics, and antitumor activity of venetoclax in combination with carfilzomib and dexamethasone (VenKd) in adults with relapsed/refractory MM (RRMM) were investigated in this phase 2 dose-escalation study. Oral venetoclax (400 or 800 mg) was administered daily in combination with intravenous carfilzomib (27, 56, or 70 mg/m2) and oral dexamethasone (20 or 40 mg) in 4 dose-finding cohorts. The expansion cohort received venetoclax 800 mg, carfilzomib 70 mg/m2, and dexamethasone 40 mg. Forty-nine patients received treatment. Median prior lines of therapy was 1 (range, 1-3), and median time in the study was 27 months. The most common treatment-emergent adverse events were diarrhea (65%), fatigue (47%), nausea (47%), and lymphopenia (35%). Serious adverse events occurred in 26 (53%) patients. Of 3 treatment-emergent deaths, 1 was considered treatment related. The overall response rate was 80% in all patients, 92% in patients with t(11;14) (n = 13), and 75% in patients without (n = 36). The rate of complete response or better was 41%. Median progression-free survival was 22.8 months. Treatment with VenKd was well tolerated and showed promising response rates in this RRMM patient population, with greater responses observed in patients with t(11;14). This trial is registered at www.clinicaltrials.gov as #NCT02899052.
Collapse
Affiliation(s)
- Luciano J. Costa
- Division of Hematology/Oncology, University of Alabama at Birmingham, Birmingham, AL
| | - Faith E. Davies
- Myeloma Research Program, Perlmutter Cancer Center, NYU Langone, New York, NY
| | - Gregory P. Monohan
- Division of Hematology and Blood & Marrow Transplant, University of Kentucky, Lexington, KY
| | - Tibor Kovacsovics
- Division of Hematology and Hematologic Malignancies, Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT
| | | | | | - Jonathan L. Kaufman
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA
| | | | | | - Ahmed Hamed Salem
- AbbVie, Inc, North Chicago, IL
- Department of Clinical Pharmacy, Ain Shams University, Cairo, Egypt
| | | | | | | | | | | | | | - Edward A. Stadtmauer
- Division of Hematology and Oncology, University of Pennsylvania Abramson Cancer Center, Philadelphia, PA
| |
Collapse
|
35
|
Derman BA, Kosuri S, Jakubowiak A. Knowing the unknowns in high risk multiple myeloma. Blood Rev 2021; 51:100887. [PMID: 34479756 DOI: 10.1016/j.blre.2021.100887] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 08/18/2021] [Accepted: 08/26/2021] [Indexed: 12/28/2022]
Abstract
High risk multiple myeloma (HRMM) continues to portend worse outcomes despite the many advances in anti-myeloma therapeutics. The optimal approach to treatment is not clearly defined on account of the variable definitions of HRMM and the paucity of studies dedicated to the treatment of HRMM. In this review, we use a case-based approach to review the definitions of HRMM, and evaluate the evidence for induction, stem cell transplantation, and post-transplant therapy approaches for HRMM.
Collapse
Affiliation(s)
- Benjamin A Derman
- Section of Hematology/Oncology, University of Chicago Medical Center, Chicago, IL, United States of America.
| | - Satyajit Kosuri
- Section of Hematology/Oncology, University of Chicago Medical Center, Chicago, IL, United States of America
| | - Andrzej Jakubowiak
- Section of Hematology/Oncology, University of Chicago Medical Center, Chicago, IL, United States of America
| |
Collapse
|
36
|
Castañeda-Avila MA, Jesdale BM, Beccia A, Bey GS, Epstein MM. Differences in survival among multiple myeloma patients in the United States SEER population by neighborhood socioeconomic status and race/ethnicity. Cancer Causes Control 2021; 32:1021-1028. [PMID: 34089470 DOI: 10.1007/s10552-021-01454-w] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 05/26/2021] [Indexed: 01/22/2023]
Abstract
PURPOSE We examined the combined influences of race/ethnicity and neighborhood socioeconomic status (SES) on long-term survival among patients with multiple myeloma (MM). METHODS Data from the 2000-2015 NCI Surveillance, Epidemiology, and End Results Program (SEER-18) were used. Census tract-level SES index was assessed in tertiles (low, medium, high SES). Competing-risk modeling was used to estimate sub-hazard ratios (SHR) and 95% confidence intervals (CIs) for SES tertile adjusted for sex and age at diagnosis and stratified by race/ethnicity. RESULTS Overall, living in a low SES neighborhood was associated with worse MM survival. However, we observed some variation in the association by racial/ethnic group. Living in a low versus a high SES neighborhood was associated with a 35% (95% CI = 1.16-1.57) increase in MM-specific mortality risk among Asian/Pacific Islander cases, a 17% (95% CI = 1.12-1.22) increase among White cases, a 14% (95% CI = 1.04-1.23) increase among Black cases, and a 7% (95% CI = 0.96-1.19) increase among Hispanic cases. CONCLUSION These results suggest that the influence of both SES and race/ethnicity should be considered when considering interventions to remedy disparities in MM survival.
Collapse
Affiliation(s)
- Maira A Castañeda-Avila
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, 55 Lake Road North, Worcester, MA, 01655, USA.
| | - Bill M Jesdale
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, 55 Lake Road North, Worcester, MA, 01655, USA
| | - Ariel Beccia
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, 55 Lake Road North, Worcester, MA, 01655, USA
| | - Ganga S Bey
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA
| | - Mara M Epstein
- Meyers Primary Care Institute and the Department of Medicine, University of Massachusetts Medical School, Worcester, MA, USA
| |
Collapse
|
37
|
Huang C, Liu H, Jia L, Lu M, Hu S. Survival Disparities in Multiple Myeloma by Health Insurance Status among US Non-Elderly Adults: A SEER-Based Comparative Analysis. Acta Haematol 2021; 144:542-550. [PMID: 33784666 DOI: 10.1159/000514671] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Accepted: 01/22/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND/AIM The impacts of health insurance status on survival outcomes in multiple myeloma (MM) have not been addressed in depth. The present study was conducted to identify definite relationships of cancer-specific survival (CSS) and overall survival (OS) with health insurance status in MM patients. METHODS MM patients aged 18-64 years and with complete insurance records between January 1, 2007, and December 31, 2016, were identified from 18 Surveillance, Epidemiology, and End Results (SEER) Database registries. Health insurance condition was categorized as uninsured, any Medicaid, insured, and insured (no specifics). Relationships of health insurance condition with OS/CSS were identified through Kaplan-Meier, and uni-/multivariate Cox regressions using the hazard ratio and 95% confidence interval. Potential baseline confounding was adjusted using multiple propensity score (mPS). RESULTS Totally 17,981 patients were included, including 68.3% with private insurance and only 4.9% with uninsurance. Log-rank test uncovered significant difference between health insurance status and OS/CSS among MM patients. Patients with non-insurance or Medicaid coverage in comparison with private insurance tended to present poorer OS/CSS both in multivariate Cox regression and in mPS-adjusted model (non-insurance vs. private insurance [OS/CSS]: 1.33 [1.20-1.48]/1.13 [1.00-1.28] and 1.45 [1.25-1.69]/1.18 [1.04-1.33], respectively; Medicaid coverage vs. private insurance [OS/CSS]: 1.67 [1.56-1.78]/1.25 [1.16-1.36] and 1.76 [1.62-1.90]/1.23 [1.13-1.35], respectively). CONCLUSIONS Our observational study of exposure-outcome associations suggests that insufficient or no insurance is moderately linked with OS among MM patients aged 18-64 years. Wide insurance coverage and health-care availability may strengthen some disparate outcomes. In the future, prospective cohort research is needed to further clarify concrete risks with insurance type, owing to the lack of definite division of insurance data in SEER.
Collapse
Affiliation(s)
- Congyang Huang
- Institute of Economics, Shanghai Academy of Social Sciences, Shanghai, China
- The Bureau of Jiangyin Human Resources and Social Security, Jiangyin, Jiangsu, China
| | - Hanshan Liu
- Second Department of Internal Medicine, Jiangsu Provincial Corps Hospital of Chinese People's Armed Police Forces, Yangzhou, China
| | - Li Jia
- Department of Nephrology, Ningbo Yinzhou Second Hospital, Ningbo, China
| | - Min Lu
- Department of Oncology, People's Hospital of Xuyi, Xuyi, China
| | - Suyun Hu
- Institute for Urban and Population Development, Shanghai Academy of Social Sciences, Shanghai, China
| |
Collapse
|
38
|
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: 7] [Impact Index Per Article: 2.3] [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.
Collapse
|
39
|
Kaur G, Mejia Saldarriaga M, Shah N, Catamero DD, Yue L, Ashai N, Goradia N, Heisler J, Xiao Z, Ghalib N, Aaron T, Cole D, Foreman R, Mantzaris I, Derman O, Bachier L, Sica RA, Kornblum N, Braunschweig I, Shastri A, Goel S, Verma A, Janakiram M. Multiple Myeloma in Hispanics: Incidence, Characteristics, Survival, Results of Discovery, and Validation Using Real-World and Connect MM Registry Data. CLINICAL LYMPHOMA MYELOMA & LEUKEMIA 2020; 21:e384-e397. [PMID: 33339770 DOI: 10.1016/j.clml.2020.11.013] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 10/26/2020] [Accepted: 11/15/2020] [Indexed: 01/17/2023]
Abstract
BACKGROUND Multiple myeloma (MM) in Hispanics has never been studied. We therefore sought to determine the clinical characteristics and overall survival in MM of Hispanics compared to non-Hispanic whites (NHW) and non-Hispanic blacks (NHB). PATIENTS AND METHODS A single-center analysis of 939 patients diagnosed with MM from 2000 to 2017 with a large representation of NHB (n = 489), Hispanics (n = 281), and NHW (n = 169) was conducted to evaluate outcomes and disease characteristics. We used the Connect MM Registry, a large US multicenter prospective observational study with newly diagnosed MM patients, as a validation cohort. RESULTS Hispanics had a higher incidence of MM compared to NHW. The median age at presentation was 5 years younger (median, 65 years) in Hispanics compared to NHW (median, 70 years), and patients were more likely to present with renal dysfunction (estimated glomerular filtration rate < 30 mL/min). Hispanics had a higher proportion of Revised International Staging System (R-ISS) stage I disease compared to NHW and NHB (P = .03), while there was no difference in cytogenetics between Hispanics and NHB/NHW. In the multivariate analysis, only high-risk disease and response to first-line therapy significantly affected survival. CONCLUSION In this first and largest analysis of MM in Hispanics, we found that Hispanics present at a younger age, have a higher incidence of renal dysfunction, and have low R-ISS stage disease at presentation. With equal access to therapy, Hispanics have survival similar to NHW/NHB.
Collapse
Affiliation(s)
- Gurbakhash Kaur
- Department of Medical Oncology, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY; John Theurer Cancer Center, Hackensack, NJ
| | - Mateo Mejia Saldarriaga
- Department of Internal Medicine, Albert Einstein College of Medicine, Jacobi Medical Center, Bronx, NY
| | - Nishi Shah
- Department of Medical Oncology, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY
| | | | | | - Nadia Ashai
- Department of Medical Oncology, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY
| | - Niyati Goradia
- Department of Internal Medicine, Albert Einstein College of Medicine, Jacobi Medical Center, Bronx, NY
| | - Joshua Heisler
- Department of Internal Medicine, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY
| | - Zhengrui Xiao
- Department of Internal Medicine, Albert Einstein College of Medicine, Jacobi Medical Center, Bronx, NY
| | - Natasha Ghalib
- Department of Internal Medicine, Albert Einstein College of Medicine, Jacobi Medical Center, Bronx, NY
| | - Tonya Aaron
- Department of Pathology, Albert Einstein College of Medicine, Bronx, NY
| | - Daniel Cole
- Department of Internal Medicine, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY
| | - Rebecca Foreman
- Department of Internal Medicine, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY
| | - Ioannis Mantzaris
- Department of Medical Oncology, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY
| | - Olga Derman
- Department of Medical Oncology, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY
| | - Lizamarie Bachier
- Department of Medical Oncology, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY
| | - R Alejandro Sica
- Department of Medical Oncology, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY
| | - Noah Kornblum
- Department of Medical Oncology, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY
| | - Ira Braunschweig
- Department of Medical Oncology, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY
| | - Aditi Shastri
- Department of Medical Oncology, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY
| | - Sanjay Goel
- Department of Medical Oncology, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY
| | - Amit Verma
- Department of Medical Oncology, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY; Department of Internal Medicine, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY; Department of Pathology, Albert Einstein College of Medicine, Bronx, NY
| | - Murali Janakiram
- Department of Medical Oncology, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY; Division of Hematology, Oncology and Transplantation (HOT), Department of Medicine, University of Minnesota, Minneapolis, MN.
| |
Collapse
|
40
|
Staron A, Connors LH, Zheng L, Doros G, Sanchorawala V. Race/ethnicity in systemic AL amyloidosis: perspectives on disease and outcome disparities. Blood Cancer J 2020; 10:118. [PMID: 33173025 PMCID: PMC7655813 DOI: 10.1038/s41408-020-00385-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 10/01/2020] [Accepted: 10/23/2020] [Indexed: 02/07/2023] Open
Abstract
In marked contrast to multiple myeloma, racial/ethnic minorities are underrepresented in publications of systemic light-chain (AL) amyloidosis. The impact of race/ethnicity is therefore lacking in the narrative of this disease. To address this gap, we compared disease characteristics, treatments, and outcomes across racial/ethnic groups in a referred cohort of patients with AL amyloidosis from 1990 to 2020. Among 2416 patients, 14% were minorities. Non-Hispanic Blacks (NHBs) comprised 8% and had higher-risk sociodemographic factors. Hispanics comprised 4% and presented with disproportionately more BU stage IIIb cardiac involvement (27% vs. 4-17%). At onset, minority groups were younger in age by 4-6 years. There was indication of more aggressive disease phenotype among NHBs with higher prevalence of difference between involved and uninvolved free light chains >180 mg/L (39% vs. 22-33%, P = 0.044). Receipt of stem cell transplantation was 30% lower in Hispanics compared to non-Hispanic White (NHWs) on account of sociodemographic and physiologic factors. Although the age/sex-adjusted hazard for death among NHBs was 24% higher relative to NHWs (P = 0.020), race/ethnicity itself did not impact survival after controlling for disease severity and treatment variables. These findings highlight the complexities of racial/ethnic disparities in AL amyloidosis. Directed efforts by providers and advocacy groups are needed to expand access to testing and effective treatments within underprivileged communities.
Collapse
Affiliation(s)
- Andrew Staron
- Amyloidosis Center, Boston University School of Medicine and Boston Medical Center, 1 Boston Medical Center Place, Boston, MA, USA
- Section of Hematology and Oncology, Boston University School of Medicine and Boston Medical Center, 1 Boston Medical Center Place, Boston, MA, USA
| | - Lawreen H Connors
- Amyloidosis Center, Boston University School of Medicine and Boston Medical Center, 1 Boston Medical Center Place, Boston, MA, USA
- Department of Pathology and Laboratory Medicine, Boston University School of Medicine and Boston Medical Center, 1 Boston Medical Center Place, Boston, MA, USA
| | - Luke Zheng
- Department of Biostatistics, Boston University School of Public Health, 715 Albany Street, Boston, MA, USA
| | - Gheorghe Doros
- Amyloidosis Center, Boston University School of Medicine and Boston Medical Center, 1 Boston Medical Center Place, Boston, MA, USA
- Department of Biostatistics, Boston University School of Public Health, 715 Albany Street, Boston, MA, USA
| | - Vaishali Sanchorawala
- Amyloidosis Center, Boston University School of Medicine and Boston Medical Center, 1 Boston Medical Center Place, Boston, MA, USA.
- Section of Hematology and Oncology, Boston University School of Medicine and Boston Medical Center, 1 Boston Medical Center Place, Boston, MA, USA.
| |
Collapse
|