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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 DOI: 10.1200/op.23.00672] [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: 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.
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Affiliation(s)
- Hamlet Gasoyan
- Department of Internal Medicine and Geriatrics, Center for Value-Based Care Research, 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
- Department of Internal Medicine and Geriatrics, Center for Value-Based Care Research, 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
- Department of Internal Medicine and Geriatrics, Center for Value-Based Care Research, Primary Care Institute, Cleveland Clinic, Cleveland, OH
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH
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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: 0] [Impact Index Per Article: 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.
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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
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Atrash S, Thompson-Leduc P, Tai MH, Kaila S, Gray K, Ghelerter I, Lafeuille MH, Jayabalan D, Lefebvre P, Rossi A. Patient characteristics, treatment patterns, and outcomes among black and white patients with multiple myeloma initiating daratumumab: A real-world chart review study. CLINICAL LYMPHOMA, MYELOMA & LEUKEMIA 2022; 22:e708-e715. [PMID: 35490154 DOI: 10.1016/j.clml.2022.03.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Revised: 03/08/2022] [Accepted: 03/25/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND Daratumumab was approved for multiple myeloma (MM) in 2015. While its safety and efficacy are well documented, there is limited real-world information on its use and outcomes in patients of different races. METHODS We conducted a retrospective chart review of adult patients with MM initiating daratumumab in any line of therapy (LOT) between November 2015 and May 2020. De-identified data were retrieved from 2 US clinical sites; patient characteristics, treatment patterns, and response rate were described for black and white patients, stratified by LOT. Overall response rate (ORR), progression-free survival (PFS), and time to next LOT (TTNT) were compared between black and white patients initiating daratumumab in second line (2L) or later, adjusting for age and number of prior lines. RESULTS Two hundred and fifty-two patient charts (89 black, 163 white) were extracted. Black patients were younger at diagnosis (61.7 vs. 67.0 years) and had a similar proportion of females (black: 44.9%, white: 46.6%). Black patients had longer time between MM diagnosis and daratumumab initiation (43.2 vs. 34.1 months) and received more prior LOTs (median 3.0 vs. 2.0). ORR for black and white patients initiating daratumumab in 1L was 100.0%, with very good partial response or better in 75.0% and 66.7%, respectively. Similar trends were observed in 2L and 3L+. There were no significant differences in ORR, PFS, or TTNT between groups. CONCLUSION Daratumumab had similar clinical outcomes (ORR, PFS, and TTNT) in black and white patients. Black patients initiated daratumumab later in their treatment, suggesting potential discrepancies in access to new MM treatments.
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Affiliation(s)
- Shebli Atrash
- Levine Cancer Institute, Charlotte, NC, United States
| | - Philippe Thompson-Leduc
- Analysis Group Inc., 1190 avenue des Canadiens-de-Montréal, Deloitte Tower, Suite 1500, Montreal, QC H3B 0G7, Canada.
| | - Ming-Hui Tai
- Janssen Scientific Affairs, LLC, Horsham, PA, United States
| | - Shuchita Kaila
- Janssen Scientific Affairs, LLC, Horsham, PA, United States
| | - Kathleen Gray
- Janssen Scientific Affairs, LLC, Horsham, PA, United States
| | - Isabelle Ghelerter
- Analysis Group Inc., 1190 avenue des Canadiens-de-Montréal, Deloitte Tower, Suite 1500, Montreal, QC H3B 0G7, Canada
| | - Marie-Hélène Lafeuille
- Analysis Group Inc., 1190 avenue des Canadiens-de-Montréal, Deloitte Tower, Suite 1500, Montreal, QC H3B 0G7, Canada
| | - David Jayabalan
- Division of Hematology and Medical Oncology, Weill Cornell Medicine, New York, NY, United States
| | - Patrick Lefebvre
- Analysis Group Inc., 1190 avenue des Canadiens-de-Montréal, Deloitte Tower, Suite 1500, Montreal, QC H3B 0G7, Canada
| | - Adriana Rossi
- Division of Hematology and Medical Oncology, Weill Cornell Medicine, New York, NY, United States
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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.
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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.
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