1
|
Banerjee R, Biru Y, Cole CE, Faiman B, Midha S, Ailawadhi S. Disparities in relapsed or refractory multiple myeloma: recommendations from an interprofessional consensus panel. Blood Cancer J 2024; 14:149. [PMID: 39191731 PMCID: PMC11350150 DOI: 10.1038/s41408-024-01129-0] [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: 05/26/2024] [Revised: 08/12/2024] [Accepted: 08/14/2024] [Indexed: 08/29/2024] Open
Abstract
Many studies have documented racial, socioeconomic, geographic, and other disparities for United States (US) patients with multiple myeloma pertaining to diagnosis and frontline management. In contrast, very little is known about disparities in the management of relapsed/refractory multiple myeloma (RRMM) despite a plethora of novel treatment options. In this review, we discuss the manifestations of disparities in RRMM and strategies to mitigate their impact. Immunomodulatory drugs can create disparities on many axes, for example inappropriately low dosing due to Duffy-null status as well as time toxicity and financial toxicity from logistical hurdles for socioeconomically vulnerable patients. Access to myeloma expertise at high-volume centers is a critical consideration given the disconnect between how drugs like carfilzomib and dexamethasone are prescribed in trials versus optimized in real-world practice to lower toxicities. Disparities in chimeric antigen receptor T-cell therapy and bispecific antibody therapy span across racial, ethnic, and socioeconomic lines in large part due to their limited availability outside of high-volume centers. Another insidious source of disparities is supportive care in RRMM, ranging from inadequate pain control in Black patients to limited primary care provider access in rural settings. We discuss the rationales and evidence base for several solutions aimed at mitigating these disparities: for example, (1) bidirectional co-management with community-based oncologists, (2) screening for risk factors based on social determinants of health, (3) strategies to build patient trust with regard to clinical trials, and (4) longitudinal access to a primary care provider. As the treatment landscape for RRMM continues to expand, these types of efforts by the field will help ensure that this landscape is equally accessible and traversable for all US patients.
Collapse
Affiliation(s)
- Rahul Banerjee
- Fred Hutchinson Cancer Center, Seattle, WA, USA.
- University of Washington, Seattle, WA, USA.
| | - Yelak Biru
- International Myeloma Foundation, Los Angeles, CA, USA
| | | | | | | | | |
Collapse
|
2
|
Boaz A, Goodenough B, Hanney S, Soper B. If health organisations and staff engage in research, does healthcare improve? Strengthening the evidence base through systematic reviews. Health Res Policy Syst 2024; 22:113. [PMID: 39160553 PMCID: PMC11331621 DOI: 10.1186/s12961-024-01187-7] [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: 05/14/2024] [Accepted: 07/22/2024] [Indexed: 08/21/2024] Open
Abstract
BACKGROUND There is an often-held assumption that the engagement of clinicians and healthcare organizations in research improves healthcare performance at various levels. Previous reviews found up to 28 studies suggesting a positive association between the engagement of individuals and healthcare organizations in research and improvements in healthcare performance. The current study sought to provide an update. METHODS We updated our existing published systematic review by again addressing the question: Does research engagement (by clinicians and organizations) improve healthcare performance? The search covered the period 1 January 2012 to March 2024, in two phases. First, the formal updated search ran from 1 January 2012 to 31 May 2020, in any healthcare setting or country and focussed on English language publications. In this phase two searches identified 66 901 records. Later, a further check of key journals and citations to identified papers ran from May 2020 to March 2024. In total, 168 papers progressed to full-text appraisal; 62 were identified for inclusion in the update. Then we combined papers from our original and updated reviews. RESULTS In the combined review, the literature is dominated by papers from the United States (50/95) and mostly drawn from the Global North. Papers cover various clinical fields, with more on cancer than any other field; 86 of the 95 papers report positive results, of which 70 are purely positive and 16 positive/mixed, meaning there are some negative elements (i.e. aspects where there is a lack of healthcare improvement) in their findings. CONCLUSIONS The updated review collates a substantial pool of studies, especially when combined with our original review, which are largely positive in terms of the impact of research engagement on processes of care and patient outcomes. Of the potential engagement mechanisms, the review highlights the important role played by research networks. The review also identifies various papers which consider how far there is a "dose effect" from differing amounts of research engagement. Additional lessons come from analyses of equity issues and negative papers. This review provides further evidence of contributions played by systems level research investments such as research networks on processes of care and patient outcomes.
Collapse
Affiliation(s)
- Annette Boaz
- Health and Social Care Workforce Research Unit, King's Policy Institute, King's College London, Virginia Woolf Building, 20 Kingsway, London, United Kingdom.
| | | | | | - Bryony Soper
- Brunel University London, Uxbridge, United Kingdom
| |
Collapse
|
3
|
Miranda-Galvis M, Tjioe KC, Balas EA, Agrawal G, Cortes JE. Disparities in survival of hematologic malignancies in the context of social determinants of health: a systematic review. Blood Adv 2023; 7:6466-6491. [PMID: 37639318 PMCID: PMC10632659 DOI: 10.1182/bloodadvances.2023010690] [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: 05/30/2023] [Revised: 07/22/2023] [Accepted: 08/20/2023] [Indexed: 08/31/2023] Open
Abstract
Social determinants of health (SDHs) have been reported as relevant factors responsible for health inequity. We sought to assess clinical data from observational studies conducted in the United States evaluating the impact of SDHs on the outcomes of patients with hematologic malignancies. Thus, we performed a systematic review in 6 databases on 1 September 2021, in which paired reviewers independently screened studies and included data from 41 studies. We assessed the risk of bias using the Joanna Briggs Institute appraisal tools and analyzed the data using a descriptive synthesis. The most common SDH domains explored were health care access and quality (54.3%) and economic stability (25.6%); others investigated were education (19%) and social and community context (7.8%). We identified strong evidence of 5 variables significantly affecting survival: lack of health insurance coverage or having Medicare or Medicaid insurance, receiving cancer treatment at a nonacademic facility, low household income, low education level, and being unmarried. In contrast, the reports on the effect of distance traveled to the treatment center are contradictory. Other SDHs examined were facility volume, provider expertise, poverty, and employment rates. We identified a lack of data in the literature in terms of transportation, debt, higher education, diet, social integration, environmental factors, or stress. Our results underscore the complex nature of social, financial, and health care barriers as intercorrelated variables. Therefore, the management of hematologic malignancies needs concerted efforts to incorporate SDHs into clinical care, research, and public health policies, identifying and addressing the barriers at a patient-based level to enhance outcome equity (PROSPERO CRD42022346854).
Collapse
Affiliation(s)
| | | | - E. Andrew Balas
- Institute of Public and Preventive Health, Augusta University, Augusta, GA
| | - Gagan Agrawal
- School of Computing, University of Georgia, Athens, GA
| | | |
Collapse
|
4
|
Bar N, Firestone RS, Usmani SZ. Aiming for the cure in myeloma: Putting our best foot forward. Blood Rev 2023; 62:101116. [PMID: 37596172 DOI: 10.1016/j.blre.2023.101116] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 07/12/2023] [Accepted: 07/13/2023] [Indexed: 08/20/2023]
Abstract
Frontline therapy for multiple myeloma (MM) is evolving to include novel combinations that can achieve unprecedented deep response rates. Several treatment strategies exist, varying in induction regimen composition, use of transplant and or consolidation and maintenance. In this sea of different treatment permutations, the overarching theme is the powerful prognostic factors of disease risk and achievement of minimal residual disease (MRD) negativity. MM has significant inter-patient variability that requires treatment to be individualized. Risk-adapted and response-adapted strategies which are increasingly being explored to define the extent and duration of therapy, and eventually aim for functional curability. In addition, with T-cell redirection therapies rapidly revolutionizing myeloma treatments, the current standard of care for myeloma will change. This review analyzes the current relevant literature in upfront therapy for fit myeloma patients and provides suggestions for treatment approach while novel clinical trials are maturing.
Collapse
Affiliation(s)
- Noffar Bar
- Section of Hematology, Department of Internal Medicine, Yale School of Medicine University, New Haven, CT, USA.
| | - Ross S Firestone
- Multiple Myeloma Service, Department of medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| | - Saad Z Usmani
- Multiple Myeloma Service, Department of medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| |
Collapse
|
5
|
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: 10] [Impact Index Per Article: 5.0] [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
|
6
|
Kirtane K, Zhao Y, Amorrortu RP, Fuzzell LN, Vadaparampil ST, Rollison DE. Demographic disparities in receipt of care at a comprehensive cancer center. Cancer Med 2023; 12:13687-13700. [PMID: 37114585 PMCID: PMC10315757 DOI: 10.1002/cam4.5992] [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: 10/18/2022] [Revised: 04/10/2023] [Accepted: 04/14/2023] [Indexed: 04/29/2023] Open
Abstract
BACKGROUND National Cancer Institute cancer centers (NCICCs) provide specialized cancer care including precision oncology and clinical treatment trials. While these centers can offer novel therapeutic options, less is known about when patients access these centers or at what timepoint in their disease course they receive specialized care. This is especially important since precision diagnostics and receipt of the optimal therapy upfront can impact patient outcomes and previous research suggests that access to these centers may vary by demographic characteristics. Here, we examine the timing of patients' presentation at Moffitt Cancer Center (MCC) relative to their initial diagnosis across several demographic characteristics. METHODS A retrospective cohort study was conducted among patients who presented to MCC with breast, colon, lung, melanoma, and prostate cancers between December 2008 and April 2020. Patient demographic and clinical characteristics were obtained from the Moffitt Cancer Registry. The association between patient characteristics and the timing of patient presentation to MCC relative to the patient's cancer diagnosis was examined using logistic regression. RESULTS Black patients (median days = 510) had a longer time between diagnosis and presentation to MCC compared to Whites (median days = 368). Black patients were also more likely to have received their initial cancer care outside of MCC compared to White patients (odds ratio [OR] and 95% confidence interval [CI] = 1.45 [1.32-1.60]). Furthermore, Hispanics were more likely to present to MCC at an advanced stage compared to non-Hispanic patients (OR [95% CI] = 1.28 [1.05-1.55]). CONCLUSIONS We observed racial and ethnic differences in timing of receipt of care at MCC. Future studies should aim to identify contributing factors for the development of novel mitigation strategies and assess whether timing differences in referral to an NCICC correlate with long-term patient outcomes.
Collapse
Affiliation(s)
- Kedar Kirtane
- Department of Head and Neck‐Endocrine OncologyMoffitt Cancer CenterTampaFloridaUSA
- Office of Community OutreachEngagement, and Equity, Moffitt Cancer CenterTampaFloridaUSA
| | - Yayi Zhao
- Department of Cancer EpidemiologyMoffitt Cancer CenterTampaFloridaUSA
| | | | - Lindsay N. Fuzzell
- Department of Health Outcomes & BehaviorMoffitt Cancer CenterTampaFloridaUSA
| | - Susan T. Vadaparampil
- Office of Community OutreachEngagement, and Equity, Moffitt Cancer CenterTampaFloridaUSA
- Department of Health Outcomes & BehaviorMoffitt Cancer CenterTampaFloridaUSA
| | - Dana E. Rollison
- Department of Cancer EpidemiologyMoffitt Cancer CenterTampaFloridaUSA
| |
Collapse
|
7
|
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: 19] [Impact Index Per Article: 6.3] [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
|
8
|
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: 1.8] [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
|
9
|
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: 3.6] [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
|
10
|
Pierre A, Williams TH. African American Patients With Multiple Myeloma: Optimizing Care to Decrease Racial Disparities. Clin J Oncol Nurs 2020; 24:439-443. [PMID: 32678364 DOI: 10.1188/20.cjon.439-443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The incidence of multiple myeloma in African Americans is two to three times higher than in other ethnicities and is the leading hematologic malignancy in African Americans. Despite the high incidence of multiple myeloma in African American individuals, a vast majority experience delays in diagnosis and reduced usage of effective therapies, including stem cell transplantation, as well as low participation in clinical trials. Racial disparities, social and financial health disparities, and barriers to earlier access to care can lead to poorer patient outcomes. There are also unique characteristics in the disease manifestation in African Americans with multiple myeloma that are imperative for oncology nurses to understand and recognize to provide optimal care.
Collapse
|
11
|
Kumar V, Alhaj-Moustafa M, Bojanini L, Sher T, Roy V, Manochakian R, Vishnu P, Bodepudi S, Shareef Z, Ahmed S, Jani P, Paulus A, Grover A, Alegria VR, Ailawadhi M, Chanan-Khan A, Ailawadhi S. Timeliness of Initial Therapy in Multiple Myeloma: Trends and Factors Affecting Patient Care. JCO Oncol Pract 2020; 16:e341-e349. [DOI: 10.1200/jop.19.00309] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Multiple myeloma (MM) treatment has advanced significantly over the last 2 decades. In most patients, the disease course has been altered from early fatality to chronic morbidity with multiple lines of treatment. The MM treatment paradigm has shifted toward treating patients before end-organ damage occurs. Thus, timeliness of treatment initiation in this era might improve patient outcomes. This is the first report to our knowledge analyzing disparities and trends in treatment timeliness of patients with MM using the National Cancer Database. Multiple factors affected the timing of treatment initiation in MM and disparities were found. We noted that initiation of treatment was delayed in women (odds ratio [OR], 1.15; 95% CI, 1.1 to 1.2) and blacks (OR, 1.21; 95% CI, 1.14 to 1.28; reference, whites) and in patients diagnosed in more recent years (2012-2015; OR, 1.15; 95% CI, 1.1 to 1.22; reference, 2004-2007). Patients were likely to start treatment earlier if they were age ≥ 80 years (OR, 0.83; 95% CI, 0.76 to 0.9; reference, age < 60 years), were uninsured (OR, 0.81; 95% CI, 0.72 to 0.91; reference, private insurance), had Medicaid (OR, 0.87; 95% CI, 0.79 to 0.95; reference, private insurance), were treated in a comprehensive community cancer program (OR, 0.7; 95% CI, 0.65 to 0.77; reference, community cancer program), lived in a location other than the US Northeast, or had a higher Charlson comorbidity score. Patient education and income levels did not affect time to treatment initiation. Particular aspects of these disparities could be explained by our current health care system and insurance rules, whereas others need to be investigated more deeply.
Collapse
Affiliation(s)
| | | | - Leyla Bojanini
- Department of Internal Medicine, Mayo Clinic, Jacksonville, FL
| | - Taimur Sher
- Division of Hematology and Oncology, Mayo Clinic, Jacksonville, FL
| | - Vivek Roy
- Division of Hematology and Oncology, Mayo Clinic, Jacksonville, FL
| | - Rami Manochakian
- Division of Hematology and Oncology, Mayo Clinic, Jacksonville, FL
| | - Prakash Vishnu
- Division of Hematology and Oncology, Mayo Clinic, Jacksonville, FL
| | | | - Zan Shareef
- Division of Hematology and Oncology, Mayo Clinic, Jacksonville, FL
| | - Salman Ahmed
- Division of Hematology and Oncology, Mayo Clinic, Jacksonville, FL
| | - Prachi Jani
- Division of Hematology and Oncology, Mayo Clinic, Jacksonville, FL
| | - Aneel Paulus
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL
| | - Ashna Grover
- Division of Hematology and Oncology, Mayo Clinic, Jacksonville, FL
| | | | - Meghna Ailawadhi
- Division of Hematology and Oncology, Mayo Clinic, Jacksonville, FL
| | | | | |
Collapse
|
12
|
Kyriazoglou A, Ntanasis-Stathopoulos I, Terpos E, Fotiou D, Kastritis E, Dimopoulos MA, Gavriatopoulou M. Emerging Insights Into the Role of the Hippo Pathway in Multiple Myeloma and Associated Bone Disease. CLINICAL LYMPHOMA MYELOMA & LEUKEMIA 2019; 20:57-62. [PMID: 31734019 DOI: 10.1016/j.clml.2019.09.620] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2019] [Revised: 08/11/2019] [Accepted: 09/29/2019] [Indexed: 02/06/2023]
Abstract
Multiple myeloma (MM) is an incurable plasma-cell dyscrasia with numerous treatment options currently available; however, drug resistance is usually inevitable, so there is a constant need for novel treatment approaches. The Hippo pathway has emerged as an important mediator of oncogenesis in solid tumors. More recently, its key role in regulating apoptosis and mediating resistance in MM and other hematologic malignancies has been demonstrated in preclinical studies, which provides a strong basis for further clinical investigation. The Hippo pathway is also implicated in the pathogenesis of MM-induced bone disease, as it regulates both osteoblast and osteoclast function. We provide an overview of the available data regarding the role of the Hippo signaling components in the pathophysiology of MM. A better understanding of the underlying interactions at the molecular and cellular levels will lead to novel and promising treatment approaches.
Collapse
Affiliation(s)
- Anastasios Kyriazoglou
- Department of Clinical Therapeutics, National and Kapodistrian University of Athens, School of Medicine, Alexandra General Hospital, Athens, Greece
| | - Ioannis Ntanasis-Stathopoulos
- Department of Clinical Therapeutics, National and Kapodistrian University of Athens, School of Medicine, Alexandra General Hospital, Athens, Greece
| | - Evangelos Terpos
- Department of Clinical Therapeutics, National and Kapodistrian University of Athens, School of Medicine, Alexandra General Hospital, Athens, Greece
| | - Despina Fotiou
- Department of Clinical Therapeutics, National and Kapodistrian University of Athens, School of Medicine, Alexandra General Hospital, Athens, Greece
| | - Efstathios Kastritis
- Department of Clinical Therapeutics, National and Kapodistrian University of Athens, School of Medicine, Alexandra General Hospital, Athens, Greece
| | - Meletios A Dimopoulos
- Department of Clinical Therapeutics, National and Kapodistrian University of Athens, School of Medicine, Alexandra General Hospital, Athens, Greece
| | - Maria Gavriatopoulou
- Department of Clinical Therapeutics, National and Kapodistrian University of Athens, School of Medicine, Alexandra General Hospital, Athens, Greece.
| |
Collapse
|
13
|
Ganguly S, Mailankody S, Ailawadhi S. Many Shades of Disparities in Myeloma Care. Am Soc Clin Oncol Educ Book 2019; 39:519-529. [PMID: 31099639 DOI: 10.1200/edbk_238551] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Treatment of multiple myeloma (MM) has notably evolved with improved patient outcomes over the past few years. Several new drugs have become available, and large national and international clinical trials have set the stage for evidence-based medicine guidelines for the treatment of patients with MM. Although patient outcomes have undoubtedly improved, data increasingly show that several disparities exist at varying levels of health care and that these disparities make the care of patients heterogenous and potentially result in inferior outcomes. These disparities have been described with regard to patient age, race/ethnicity, rural-urban residence, socioeconomic status, and insurance type, among other factors. Looking at the global picture of MM care, there is substantial variation among different countries, primarily depending on the disparate availability of anti-MM drugs and access to quality health care across the world, limiting the delivery of innovative therapeutic approaches at the individual patient level. The causes of these national and international disparities could be multifactorial, intricate, and difficult to isolate. Yet the ongoing research in this field is encouraging, and there seems to be growing momentum to understand such disparities and their causes. It is hoped that this research will lead to solutions that can be implemented in the near future. This review focuses on certain aspects of disparities in MM care, highlighting disparities among different racial/ethnic subgroups, rural-urban differences in America, and global disparities at an international level.
Collapse
Affiliation(s)
- Siddhartha Ganguly
- 1 Department of Hematologic Malignancy and Cellular Therapeutics, University of Kansas Health System, Westwood, KS
| | - Sham Mailankody
- 2 Myeloma Service, Cellular Therapeutics Center, Center for Health Policy and Outcomes, Memorial Sloan Kettering Cancer Center, New York, NY
| | | |
Collapse
|
14
|
Yen CH, Hsiao HH. NRF2 Is One of the Players Involved in Bone Marrow Mediated Drug Resistance in Multiple Myeloma. Int J Mol Sci 2018; 19:E3503. [PMID: 30405034 PMCID: PMC6274683 DOI: 10.3390/ijms19113503] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Revised: 10/28/2018] [Accepted: 11/04/2018] [Indexed: 02/07/2023] Open
Abstract
Multiple myeloma with clonal plasma expansion in bone marrow is the second most common hematologic malignancy in the world. Though the improvement of outcomes from the achievement of novel agents in recent decades, the disease progresses and leads to death eventually due to the elusive nature of myeloma cells and resistance mechanisms to therapeutic agents. In addition to the molecular and genetic basis of resistance pathomechanisms, the bone marrow microenvironment also contributes to disease progression and confers drug resistance in myeloma cells. In this review, we focus on the current state of the literature in terms of critical bone marrow microenvironment components, including soluble factors, cell adhesion mechanisms, and other cellular components. Transcriptional factor nuclear factor erythroid-derived-2-like 2 (NRF2), a central regulator for anti-oxidative stresses and detoxification, is implicated in chemoresistance in several cancers. The functional roles of NRF2 in myeloid-derived suppressor cells and multiple myeloma cells, and the potential of targeting NRF2 for overcoming microenvironment-mediated drug resistance in multiple myeloma are also discussed.
Collapse
Affiliation(s)
- Chia-Hung Yen
- Graduate Institute of Natural Products, College of Pharmacy, Kaohsiung Medical University, Kaohsiung 80708, Taiwan.
- Center for Infectious Disease and Cancer Research, Kaohsiung Medical University, Kaohsiung 80708, Taiwan.
- Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung 80708, Taiwan.
| | - Hui-Hua Hsiao
- Division of Hematology-Oncology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung 80708, Taiwan.
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan.
| |
Collapse
|
15
|
Acharya UH, Halpern AB, Wu QV, Voutsinas JM, Walter RB, Yun S, Kanaan M, Estey EH. Impact of region of diagnosis, ethnicity, age, and gender on survival in acute myeloid leukemia (AML). J Drug Assess 2018; 7:51-53. [PMID: 30034924 PMCID: PMC6052412 DOI: 10.1080/21556660.2018.1492925] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Accepted: 06/13/2018] [Indexed: 01/07/2023] Open
Abstract
Aim: Acute myeloid leukemia (AML) is an aggressive hematopoietic clonal disorder characterized by the increased blasts and poor survival outcome, which is mainly driven by cytogenetic and molecular abnormalities. Here, we investigated the prognostic impact of other demographic parameters on the survival outcomes in AML patients. Method: We reviewed the Surveillance, Epidemiology, and End Result (SEER) database to collect demographic information, including age, diagnosis, gender, race, and geographic region in patients with non-acute promyelocytic leukemia AML, between 2004–2008. The primary end-point of our study was 3-year overall survival (OS), which was estimated by the Kaplan–Meier method and Cox regression model. Results: A total of 13,282 patients were included in our analyses. Increasing age (HR 1.2, p < .0001), male gender (HR 1.05, p = .01), and geographic region of Midwest (HR 1.07, p = .002) were associated with inferior 3-year OS in univariate analysis, and these parameters remained independent prognostic factors in multivariate analyses. Conclusions: AML is a heterogeneous myeloid neoplasm with patient outcomes largely dictated by the cytogenetics and somatic mutations. In our study, additional demographic factors, including advanced age, male gender, and geographic region of AML diagnosis were associated with OS outcome in non-APL AML patients.
Collapse
Affiliation(s)
- Utkarsh H Acharya
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle(WA), USA.,Division of Medical Oncology, University of Washington, Seattle(WA), USA
| | - Anna B Halpern
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle(WA), USA.,Division of Medical Oncology, University of Washington, Seattle(WA), USA
| | - Qian Vicky Wu
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle(WA), USA
| | - Jenna M Voutsinas
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle(WA), USA
| | - Roland B Walter
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle(WA), USA.,Division of Medical Oncology, University of Washington, Seattle(WA), USA
| | - Seongseok Yun
- Division of Medical Oncology, Moffitt Cancer Center, Tampa(FL)USA
| | - Mohammed Kanaan
- Division of Hematology-Oncology, University of Arizona Cancer Center, Tucson(AZ), USA
| | - Elihu H Estey
- Division of Hematology, University of Washington, Seattle(WA), USA
| |
Collapse
|
16
|
Ailawadhi S, Jacobus S, Sexton R, Stewart AK, Dispenzieri A, Hussein MA, Zonder JA, Crowley J, Hoering A, Barlogie B, Orlowski RZ, Rajkumar SV. Disease and outcome disparities in multiple myeloma: exploring the role of race/ethnicity in the Cooperative Group clinical trials. Blood Cancer J 2018; 8:67. [PMID: 29980678 PMCID: PMC6035273 DOI: 10.1038/s41408-018-0102-7] [Citation(s) in RCA: 61] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Revised: 05/19/2018] [Accepted: 05/30/2018] [Indexed: 12/22/2022] Open
Abstract
Multiple myeloma (MM) is an incurable hematologic malignancy with disparities in outcomes noted among racial-ethnic subgroups, likely due to disparities in access to effective treatment modalities. Clinical trials can provide access to evidence-based medicine but representation of minorities on therapeutic clinical trials has been dismal. We evaluated the impact of patient race-ethnicity in pooled data from nine large national cooperative group clinical trials in newly diagnosed MM. Among 2896 patients enrolled over more than two decades, only 18% were non-White and enrollment of minorities actually decreased in most recent years (2002-2011). African-Americans were younger and had more frequent poor-risk markers, including anemia and increased lactate dehydrogenase. Hispanics had the smallest proportion of patients on trials utilizing novel therapeutic agents. While adverse demographic (increased age) and clinical (performance status, stage, anemia, kidney dysfunction) factors were associated with inferior survival, patient race-ethnicity did not have an effect on objective response rates, progression-free, or overall survival. While there are significant disparities in MM incidence and outcomes among patients of different racial-ethnic groups, this disparity seems to be mitigated by access to appropriate therapeutic options, for example, as offered by clinical trials. Improved minority accrual in therapeutic clinical trials needs to be a priority.
Collapse
Affiliation(s)
| | - Susanna Jacobus
- Dana Farber Cancer Institute-ECOG-ACRIN Biostatistics Center, Boston, MA, USA
| | - Rachael Sexton
- South West Oncology Group (SWOG) Statistical Center, Seattle, WA, USA
| | | | | | | | - Jeffrey A Zonder
- Karmanos Cancer Institute, Wayne State University, Detroit, MI, USA
| | - John Crowley
- South West Oncology Group (SWOG) Statistical Center, Seattle, WA, USA
| | - Antje Hoering
- South West Oncology Group (SWOG) Statistical Center, Seattle, WA, USA
| | | | - Robert Z Orlowski
- MD Anderson Cancer Center, The University of Texas, Houston, TX, USA
| | | |
Collapse
|
17
|
Abstract
Multiple myeloma treatment has changed tremendously over recent years leading to overall improvement in patient outcomes. With therapeutic advancements, patient care has become increasingly complex and variability is seen in healthcare delivery as well as outcomes when various patient subgroups are analyzed based on sociodemographic factors. It is imperative to understand this variability so that while overall the outcomes get better, specific focus is placed on subgroups that may remain disadvantaged and may not be able to fully access the advancements in therapeutics. Research in multiple myeloma has specifically looked at several such patient subgroups based on socioeconomic status, age, race/ethnicity, insurance carrier, and geographic location that may affect healthcare utilization and patient outcomes. Exploring and understanding these would certainly help address disparities and lead to further equity in healthcare access and, hopefully, patient outcomes.
Collapse
|
18
|
Niazi S, Frank RD, Sharma M, Roy V, Ames S, Rummans T, Spaulding A, Sher T, Ailawadhi M, Bhatia K, Ahmed S, Tan W, Chanan-Khan A, Ailawadhi S. Impact of psychiatric comorbidities on health care utilization and cost of care in multiple myeloma. Blood Adv 2018; 2:1120-1128. [PMID: 29776984 PMCID: PMC5965054 DOI: 10.1182/bloodadvances.2018016717] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Accepted: 04/16/2018] [Indexed: 12/13/2022] Open
Abstract
Approximately one third of cancer patients suffer from comorbid mood disorders that are associated with increased cost and poorer outcomes. The majority of patients with multiple myeloma (MM) are treated with corticosteroids; as many as three fourths of those taking corticosteroids develop neuropsychiatric complications, likely increasing morbidity and cost of care. MM patients diagnosed between 1991 and 2010 and reported in the Surveillance Epidemiology, and End Results-Medicare database were characterized as MM-Only, MM+Psychiatric (any psychiatric condition, preexisting or post-MM), or MM+Depression (depression as the only psychiatric diagnosis, preexisting or post-MM). Differences in demographic characteristics, occurrence of clinical myeloma-defining events (MDEs), health care utilization (inpatient, outpatient, ambulatory claims), and cost of care during the first 6 months of MM diagnosis were analyzed. Psychiatric comorbidities were reported more frequently in females, and racial minorities had lower rates of psychiatric comorbidities. All clinical MDEs were more common in the MM+Psychiatric and MM+Depression groups; within them, the majority were more common in patients diagnosed with the psychiatric condition or depression after MM compared with it being a preexisting condition. Health care utilization in all treatment settings was higher in those with psychiatric comorbidities. Cost of care within the first 6 months after MM diagnosis was significantly higher in the MM+Psychiatric and MM+Depression groups. This increase in cost was more pronounced for patients from racial minorities diagnosed with a psychiatric condition, including depression. Psychiatric comorbidities significantly impact the clinical presentations, health care utilization, and cost among patients with MM. These findings need to be addressed for improved survivorship of MM patients.
Collapse
Affiliation(s)
- Shehzad Niazi
- Department of Psychiatry and Psychology, Mayo Clinic, Jacksonville, FL
| | - Ryan D Frank
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, MN; and
| | | | | | - Steve Ames
- Department of Psychiatry and Psychology, Mayo Clinic, Jacksonville, FL
| | - Teresa Rummans
- Department of Psychiatry and Psychology, Mayo Clinic, Jacksonville, FL
| | - Aaron Spaulding
- Division of Healthcare Policy and Research, Mayo Clinic, Jacksonville, FL
| | | | | | | | | | | | | | | |
Collapse
|
19
|
Song X, Peng Y, Wang X, Chen Y, Jin L, Yang T, Qian M, Ni W, Tong X, Lan J. Incidence, Survival, and Risk Factors for Adults with Acute Myeloid Leukemia Not Otherwise Specified and Acute Myeloid Leukemia with Recurrent Genetic Abnormalities: Analysis of the Surveillance, Epidemiology, and End Results (SEER) Database, 2001-2013. Acta Haematol 2018; 139:115-127. [PMID: 29455198 DOI: 10.1159/000486228] [Citation(s) in RCA: 67] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2017] [Accepted: 12/10/2017] [Indexed: 12/18/2022]
Abstract
BACKGROUND/AIM As the knowledgebase of acute myeloid leukemia (AML) has grown, classification systems have moved to incorporate these new findings. METHODS We assessed 32,941 patients with AML whose records are contained in the Surveillance, Epidemiology, and End Results (SEER) database. RESULTS Half of all patients diagnosed between 2001 and 2013 did not have a World Health Organization (WHO) classification. Acute promyelocytic leukemia and acute panmyelosis with myelofibrosis were associated with the longest leukemia-specific survival (110 and 115 months, respectively), and AML with minimal differentiation and acute megakaryoblastic leukemia with the shortest (30 and 28 months, respectively). For patients in the WHO groups AML not otherwise specified (AML-NOS) and AML with recurrent genetic abnormalities (AML-RGA), the risk of death was greater for older patients and less for married patients. Black patients with any type of AML-NOS also had a higher risk of death. Patients whose case of AML did not receive a WHO classification were older and this group had a higher risk of death when compared to patients with a WHO type of AML-NOS. CONCLUSION Our findings highlight the divergent outcomes of patients with AML and the importance of using the WHO classification system and demographic factors to gauge their prognosis.
Collapse
Affiliation(s)
- Xiaolu Song
- Department of Hematology and Hematopoietic Stem Cell Transplant Center, Zhejiang Provincial People's Hospital, Hangzhou, China
| | - Ye Peng
- Department of Hematology and Hematopoietic Stem Cell Transplant Center, Zhejiang Provincial People's Hospital, Hangzhou, China
| | - Xiaogang Wang
- Department of Hematology and Hematopoietic Stem Cell Transplant Center, Zhejiang Provincial People's Hospital, Hangzhou, China
| | - Yirui Chen
- Department of Hematology and Hematopoietic Stem Cell Transplant Center, Zhejiang Provincial People's Hospital, Hangzhou, China
- Clinical Research Institute, Zhejiang Provincial People's Hospital, Hangzhou, China
- People's Hospital of Hangzhou Medical College, Hangzhou, China
| | - Lai Jin
- Department of Hematology and Hematopoietic Stem Cell Transplant Center, Zhejiang Provincial People's Hospital, Hangzhou, China
| | - Tianxin Yang
- Department of Hematology and Hematopoietic Stem Cell Transplant Center, Zhejiang Provincial People's Hospital, Hangzhou, China
| | - Meihua Qian
- Department of Hematology and Hematopoietic Stem Cell Transplant Center, Zhejiang Provincial People's Hospital, Hangzhou, China
| | - Wanmao Ni
- Department of Hematology and Hematopoietic Stem Cell Transplant Center, Zhejiang Provincial People's Hospital, Hangzhou, China
- Clinical Research Institute, Zhejiang Provincial People's Hospital, Hangzhou, China
- Key Laboratory of Cancer Molecular Diagnosis and Individualized Therapy of Zhejiang Province, Hangzhou, China
| | - Xiangmin Tong
- Department of Hematology and Hematopoietic Stem Cell Transplant Center, Zhejiang Provincial People's Hospital, Hangzhou, China
- Clinical Research Institute, Zhejiang Provincial People's Hospital, Hangzhou, China
- Key Laboratory of Cancer Molecular Diagnosis and Individualized Therapy of Zhejiang Province, Hangzhou, China
- People's Hospital of Hangzhou Medical College, Hangzhou, China
| | - Jianping Lan
- Department of Hematology and Hematopoietic Stem Cell Transplant Center, Zhejiang Provincial People's Hospital, Hangzhou, China
- Clinical Research Institute, Zhejiang Provincial People's Hospital, Hangzhou, China
- Key Laboratory of Cancer Molecular Diagnosis and Individualized Therapy of Zhejiang Province, Hangzhou, China
- People's Hospital of Hangzhou Medical College, Hangzhou, China
| |
Collapse
|
20
|
Ailawadhi S, Frank RD, Sharma M, Menghani R, Temkit M, Paulus S, Khera N, Hashmi S, Advani P, Swaika A, Paulus A, Aslam N, Sher T, Roy V, Colon-Otero G, Chanan-Khan A. Trends in multiple myeloma presentation, management, cost of care, and outcomes in the Medicare population: A comprehensive look at racial disparities. Cancer 2018; 124:1710-1721. [DOI: 10.1002/cncr.31237] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2017] [Revised: 12/09/2017] [Accepted: 12/18/2017] [Indexed: 12/25/2022]
Affiliation(s)
| | - Ryan D. Frank
- Division of Biomedical Statistics and Informatics; Mayo Clinic; Rochester Minnesota
| | - Mayank Sharma
- Division of Hematology-Oncology; Mayo Clinic; Jacksonville Florida
| | - Richa Menghani
- Division of Hematology-Oncology; Mayo Clinic; Jacksonville Florida
| | - M'hamed Temkit
- Department of Health Sciences Research; Mayo Clinic; Scottsdale Arizona
| | - Shumail Paulus
- Division of Hematology-Oncology; Mayo Clinic; Jacksonville Florida
| | - Nandita Khera
- Division of Hematology-Oncology; Mayo Clinic; Phoenix Arizona
| | - Shahrukh Hashmi
- Division of Hematology-Oncology; Mayo Clinic; Rochester Minnesota
| | - Pooja Advani
- Division of Hematology-Oncology; Mayo Clinic; Jacksonville Florida
| | - Abhisek Swaika
- Division of Hematology-Oncology; Mayo Clinic; Jacksonville Florida
| | - Aneel Paulus
- Division of Hematology-Oncology; Mayo Clinic; Jacksonville Florida
| | - Nabeel Aslam
- Division of Nephrology and Hypertension; Mayo Clinic; Jacksonville Florida
| | - Taimur Sher
- Division of Hematology-Oncology; Mayo Clinic; Jacksonville Florida
| | - Vivek Roy
- Division of Hematology-Oncology; Mayo Clinic; Jacksonville Florida
| | | | | |
Collapse
|
21
|
Blimark CH, Turesson I, Genell A, Ahlberg L, Björkstrand B, Carlson K, Forsberg K, Juliusson G, Linder O, Mellqvist UH, Nahi H, Kristinsson SY. Outcome and survival of myeloma patients diagnosed 2008-2015. Real-world data on 4904 patients from the Swedish Myeloma Registry. Haematologica 2017; 103:506-513. [PMID: 29217784 PMCID: PMC5830385 DOI: 10.3324/haematol.2017.178103] [Citation(s) in RCA: 94] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Accepted: 12/07/2017] [Indexed: 12/04/2022] Open
Abstract
Epidemiology and outcome of myeloma are mainly reported from large university centers and collaborative groups, and do not represent ‘real-world’ patients. The Swedish Myeloma Registry is a prospective population-based registry documenting characteristics, treatment and outcome in newly diagnosed myeloma, including asymptomatic and localized forms, with the purpose of improving disease management and outcome. This report presents information on patients diagnosed between 2008 and 2015, including data on first-line treatment in patients diagnosed up to 2014, with a follow up until December 2016. We present age-adjusted incidence, patients’ characteristics at baseline, treatment, response, and survival. Baseline data were available with a 97% coverage in 4904 patients (median age 71 years, males 70 years, females 73 years; 72% were 65 years or older), and at 1-year follow up in 3558 patients with symptomatic disease (92% of patients initially reported). The age-adjusted incidence was 6.8 myeloma cases per 100,000 inhabitants per year. Among initially symptomatic patients (n=3988), 77% had osteolytic lesions or compression fractures, 49% had anemia, 18% impaired kidney function, and 13% hypercalcemia. High-dose therapy with autologous stem cell transplantation was given to 77% of patients aged up to 66 years, and to 22% of patients aged 66–70 years. In the study period, 68% received bortezomib, thalidomide, and/or lenalidomide as part of the first-line treatment, rising from 31% in 2008 to 81% in 2014. In active myeloma, the median relative survival of patients aged 65 years or under was 7.7 years, and 3.4 years in patients aged 66 years and over. Patients diagnosed with myeloma in more recent years were associated with significantly higher rates of complete or very good partial remission (P<0.05), and with a significantly higher survival, with a Hazard Ratio (HR) of 0.84 (95%CI: 0.77–0.92; P<0.05). There was a small, but significant survival benefit in patients treated at university hospitals (HR 0.93; 95%CI: 0.87–0.99; P<0.05). We report here on a near complete ‘real-world’ population of myeloma patients during an 8-year period; a period in which newer drugs were implemented into standard practice. The overall incidence and median age were both higher than in most previous studies, indicating a more complete coverage of older patients. Myeloma survival in Sweden is comparable to other large registry studies, and responses and survival improved during the study period.
Collapse
Affiliation(s)
- Cecilie Hveding Blimark
- Department of Hematology, Sahlgrenska University Hospital and Institution of Internal Medicine, Sahlgrenska Academy at University of Gothenburg, Sweden
| | - Ingemar Turesson
- Department of Hematology, Oncology and Radiation Physics, Skåne University Hospital, Lund-Malmö, Sweden
| | - Anna Genell
- Regional Cancer Center West, Western Sweden Health Care Region, Gothenburg, Sweden
| | - Lucia Ahlberg
- Division of Hematology, Linkoping University Hospital, Linkoping, Sweden
| | - Bo Björkstrand
- Internal Medicine/Hematology, Karolinska Institutet, Stockholm, Sweden
| | | | - Karin Forsberg
- Department of Hematology, Umeå University Hospital, Sweden
| | - Gunnar Juliusson
- Hematology/Transplantation, Stem Cell Center, Lund University, Sweden
| | - Olle Linder
- Department of Hematology, Örebro University Hospital, Sweden
| | - Ulf-Henrik Mellqvist
- Department of Hematology, Sahlgrenska University Hospital and Institution of Internal Medicine, Sahlgrenska Academy at University of Gothenburg, Sweden.,Department of Hematology, Borås Hospital, Sweden
| | - Hareth Nahi
- Division of Hematology, Karolinska University Hospital and Karolinska Institutet, Stockholm, Sweden
| | - Sigurdur Y Kristinsson
- Department of Medicine and Division of Hematology, University of Iceland, Reykjavik, Iceland.,Karolinska University Hospital and Karolinska Institutet, Stockholm, Sweden
| | | |
Collapse
|
22
|
Ailawadhi S, Frank RD, Advani P, Swaika A, Temkit M, Menghani R, Sharma M, Meghji Z, Paulus S, Khera N, Hashmi SK, Paulus A, Kakar TS, Hodge DO, Colibaseanu DT, Vizzini MR, Roy V, Colon-Otero G, Chanan-Khan AA. Racial disparity in utilization of therapeutic modalities among multiple myeloma patients: a SEER-medicare analysis. Cancer Med 2017; 6:2876-2885. [PMID: 29105343 PMCID: PMC5727310 DOI: 10.1002/cam4.1246] [Citation(s) in RCA: 70] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2017] [Revised: 09/29/2017] [Accepted: 10/02/2017] [Indexed: 01/22/2023] Open
Abstract
Outcomes have improved considerably in multiple myeloma (MM), but disparities among racial-ethnic groups exist. Differences in utilization of novel therapeutics are likely contributing factors. We explored such differences from the SEER-Medicare database. A utilization analysis of lenalidomide, thalidomide, bortezomib, and stem cell transplant (SCT) was performed for patients diagnosed with MM between 2007 and 2009, including use over time, use by race, time-dependent trends for each racial subgroup, and survival analysis. A total of 5338 MM patients were included with median 2.4-year follow-up. Within the first year of MM diagnosis, utilization of lenalidomide, bortezomib, SCT, and more than one novel agent increased over time while utilization of thalidomide decreased. There was significantly lower utilization of lenalidomide among African-Americans (P < 0.01), higher thalidomide use among Hispanics and Asians (P < 0.01), and lower bortezomib use among Asians (P < 0.01). Hispanics had the highest median number of days to first dose of bortezomib (P = 0.02) and the lowest utilization of SCT (P < 0.01). Hispanics and Asians were the only groups without notable increases in lenalidomide and bortezomib use, respectively. SCT utilization increased over time for all except African-Americans. SCT use within the first year after diagnosis was associated with better overall survival (HR 0.52; 95% CI: 0.4-0.68), while bortezomib use was associated with inferior survival (HR 1.14; 95% CI 1.02-1.28). We noted considerable variability in MM therapeutics utilization with seeming inequity for racial-ethnic minorities. These trends should be considered to eliminate drug access and utilization disparities and achieve equitable benefit of therapeutic advances across all races.
Collapse
Affiliation(s)
- Sikander Ailawadhi
- Division of Hematology and Medical Oncology, Mayo Clinic, Jacksonville, Florida
| | - Ryan D Frank
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota
| | - Pooja Advani
- Division of Hematology and Medical Oncology, Mayo Clinic, Jacksonville, Florida
| | - Abhisek Swaika
- Division of Hematology and Medical Oncology, Mayo Clinic, Jacksonville, Florida
| | - M'hamed Temkit
- Division of Biomedical Statistics, Mayo Clinic, Scottsdale, Arizona
| | - Richa Menghani
- Division of Hematology and Medical Oncology, Mayo Clinic, Jacksonville, Florida
| | - Mayank Sharma
- Division of Hematology and Medical Oncology, Mayo Clinic, Jacksonville, Florida
| | - Zahara Meghji
- Division of Hematology and Medical Oncology, Mayo Clinic, Jacksonville, Florida
| | - Shumail Paulus
- Division of Hematology and Medical Oncology, Mayo Clinic, Jacksonville, Florida
| | - Nandita Khera
- Division of Hematology and Medical Oncology, Mayo Clinic, Scottsdale, Arizona
| | | | - Aneel Paulus
- Division of Hematology and Medical Oncology, Mayo Clinic, Jacksonville, Florida
| | - Tanya S Kakar
- Division of Hematology and Medical Oncology, Mayo Clinic, Jacksonville, Florida
| | - David O Hodge
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota
| | | | | | - Vivek Roy
- Division of Hematology and Medical Oncology, Mayo Clinic, Jacksonville, Florida
| | - Gerardo Colon-Otero
- Division of Hematology and Medical Oncology, Mayo Clinic, Jacksonville, Florida
| | - Asher A Chanan-Khan
- Division of Hematology and Medical Oncology, Mayo Clinic, Jacksonville, Florida
| |
Collapse
|