Socioeconomic Status Is an Independent Prognostic Factor for Overall Survival in Patients With Multiple Myeloma: Real-World Data From a Cohort of 223 Patients

2020 ◽  
Vol 20 (10) ◽  
pp. 704-711
Author(s):  
Stergios Intzes ◽  
Marianthi Symeonidou ◽  
Konstantinos Zagoridis ◽  
Zoe Bezirgiannidou ◽  
Aikaterini Pentidou ◽  
...  
Blood ◽  
2018 ◽  
Vol 132 (Supplement 1) ◽  
pp. 4839-4839
Author(s):  
Kristina Bardenheuer ◽  
Alun Passey ◽  
Maria d'Errico ◽  
Barbara Millier ◽  
Carine Guinard-Azadian ◽  
...  

Abstract Introduction: The Haematology Outcomes Network in EURope (HONEUR) is an interdisciplinary initiative aimed at improving patient outcomes by analyzing real world data across hematological centers in Europe. Its overarching goal is to create a secure network which facilitates the development of a collaborative research community and allows access to big data tools for analysis of the data. The central paradigm in the HONEUR network is a federated model whereby the data stays at the respective sites and the analysis is executed at the local data sources. To allow for a uniform data analysis, the common data model 'OMOP' (Observational Medical Outcomes Partnership) was selected and extended to accommodate specific hematology data elements. Objective: To demonstrate feasibility of the OMOP common data model for the HONEUR network. Methods: In order to validate the architecture of the HONEUR network and the applicability of the OMOP common data model, data from the EMMOS registry (NCT01241396) have been used. This registry is a prospective, non-interventional study that was designed to capture real world data regarding treatments and outcomes for multiple myeloma at different stages of the disease. Data was collected between Oct 2010 and Nov 2014 on more than 2,400 patients across 266 sites in 22 countries. Data was mapped to the OMOP common data model version 5.3. Additional new concepts to the standard OMOP were provided to preserve the semantic mapping quality and reduce the potential loss of granularity. Following the mapping process, a quality analysis was performed to assess the completeness and accuracy of the mapping to the common data model. Specific critical concepts in multiple myeloma needed to be represented in OMOP. This applies in particular for concepts like treatment lines, cytogenetic observations, disease progression, risk scales (in particular ISS and R-ISS). To accommodate these concepts, existing OMOP structures were used with the definition of new concepts and concept-relationships. Results: Several elements of mapping data from the EMMOS registry to the OMOP common data model (CDM) were evaluated via integrity checks. Core entities from the OMOP CDM were reconciled against the source data. This was applied for the following entities: person (profile of year of birth and gender), drug exposure (profile of number of drug exposures per drug, at ATC code level), conditions (profile of number of occurrences of conditions per condition code, converted to SNOMED), measurement (profile of number of measurements and value distribution per (lab) measurement, converted to LOINC) and observation (profile of number of observations per observation concept). Figure 1 shows the histogram of year of birth distribution between the EMMOS registry and the OMOP CDM. No discernible differences exist, except for subjects which have not been included in the mapping to the OMOP CDM due to lacking confirmation of a diagnosis of multiple myeloma. As additional part of the architecture validation, the occurrence of the top 20 medications in the EMMOS registry and the OMOP CDM were compared, with a 100% concordance for the drug codes, which is shown in Figure 2. In addition to the reconciliation against the different OMOP entities, a comparison was also made against 'derived' data, in particular 'time to event' analysis. Overall survival was plotted from calculated variables in the analysis level data from the EMMOS registry and derived variables in the OMOP CDM. Probability of overall survival over time was virtually identical with only one day difference in median survival and 95% confidence intervals identically overlapping over the period of measurement (Figure 3). Conclusions: The concordance of year of birth, drug code mapping and overall survival between the EMMOS registry and the OMOP common data model indicates the reliability of mapping potential in HONEUR, especially where auxiliary methods have been developed to handle outcomes and treatment data in a way that can be harmonized across platform datasets. Disclosures No relevant conflicts of interest to declare.


2020 ◽  
Vol 10 (1) ◽  
pp. 105
Author(s):  
Keiichi Akizuki ◽  
Hitoshi Matsuoka ◽  
Takanori Toyama ◽  
Ayako Kamiunten ◽  
Masaaki Sekine ◽  
...  

The prognosis of multiple myeloma (MM) has improved with the introduction of novel agents. These data are largely derived from clinical trials and might not reflect real-world patient outcomes accurately. We surveyed real-world data from 284 patients newly diagnosed with MM between 2010 and 2018 in Miyazaki Prefecture. The median follow-up period was 32.8 months. The median age at diagnosis was 71 years, with 68% of patients aged >65 years. The International Staging System (ISS) stage at diagnosis was I in 18.4% of patients, II in 34.1%, and III in 47.5%. Bortezomib-containing regimens were preferred as initial treatment; they were used in 147 patients (51.8%). In total, 80% of patients were treated with one or more novel agents (thalidomide, lenalidomide, or bortezomib). Among 228 patients who were treated with novel agents as an initial treatment, the overall response rate (partial response (PR) or better) to initial treatment was 78.4%, and the median time to next treatment (TTNT) was 11.6 months. In the multivariate analysis, PR or better responses to initial treatment were independently favorable prognostic factors for TTNT. The median survival time after initial therapy for patients with novel agents was 56.4 months and 3-year overall survival (OS) was 70.4%. In multivariate analysis, ISS stage I/II disease and PR or better response to initial treatment, and autologous stem cell transplantation (ASCT) were identified as independent prognostic factors for overall survival (OS).


Blood ◽  
2015 ◽  
Vol 126 (23) ◽  
pp. 4498-4498 ◽  
Author(s):  
Saad Usmani ◽  
Tahamtan Ahmadi ◽  
Yvette Ng ◽  
Annette Lam ◽  
Ravi Potluri ◽  
...  

Abstract Background: To fully evaluate the potential benefit of novel agents for the treatment of patients with multiple myeloma (MM) who are heavily pretreated and refractory, it is important to understand the outcomes of this patient population based on current real-world experience. An International Myeloma Working Group study determined that the median overall survival (OS) of patients refractory to bortezomib (proteasome inhibitor, PI) and at least 1 immunomodulatory drug (IMiD) was 9 months (Kumar S et al. Leukemia 2012; 26: 149). Since then, other therapies have been approved for relapsed and refractory MM in the United States (US), including pomalidomide (IMiD) and carfilzomib (PI). In this analysis, real-world data were used to define the treatment landscape and outcomes of patients with MM refractory to PIs and IMiDs or who had received ³3 prior lines of therapy (LOT; including a PI and an IMiD) and provide context to results from the single-agent daratumumab phase 2 study MMY2002 (Sirius) recently presented at ASCO 2015 (Lonial S. J Clin Oncol 33, 2015 suppl; abstr LBA8512). Methods: Two independent databases were analyzed.TheIMS LifeLink: IMS Oncology Electronic Medical Records (EMR) Database (IMS Health Incorporated, Danbury, CT) and the OPTUM Database (OPTUM, Inc., Eden Prairie, MN) both comprised US patients only. For the IMS LifeLink database, patient records from the index period of 2000-2011 were screened. For the OPTUM database, the indexing period was 2007-2014. Median OS was assessed for cohorts that met the criteria of disease that was double refractory to a PI and IMiD (Criteria 1) or had been treated with ³3 LOT including a PI and IMiD and showed disease progression within 60 days on completion of last regimen (Criteria 2). Patients who met Criteria 1 could have received ³3 prior LOT, however those who met Criteria 2 only did not meet the double refractory criteria. Subgroup analyses of the eligible population were conducted on those who were only double refractory and triple/quadruple refractory. Results: For the IMS LifeLink database, 4,030 patients with MM were screened, approximately 90% of patients were diagnosed with MM in 2006 or later, and 500 met the criteria for the target population. Of the 500 patients, 323 patients met Criteria 1 and 177 patients only met Criteria 2. For the OPTUM database, 3,837 patients with MM were screened, approximately 90% of patients were diagnosed after 2009, and 162 met the criteria for the target population, 120 of whom met Criteria 1 and 42 of whom only met Criteria 2. In the total eligible populations, median OS was 239 days in the IMS LifeLink dataset compared with 240 days in the OPTUM dataset (P = 0.5358). Among patients that were only double refractory (triple/quadruple refractory patients excluded), median OS was 228 days (n = 253) in the IMS LifeLink dataset compared with 259 days (n = 97) in the OPTUM dataset (P = 0.8052). In triple/quadruple refractory patients, median OS was 154 days (n = 70) in the IMS LifeLink dataset and 95 days (n = 23) in the OPTUM dataset (P = 0.6675). The results from both databases were consistent, hence the data were pooled for further analyses; the pooled analyses indicated that the median OS was 240 days for the eligible population (n = 662), 237 days for patients who were only double refractory (n = 350), and 154 days for patients who were triple/quadruple refractory (n = 93). A naïve comparison of the OS curves from the MMY2002 study and the pooled analysis suggests a survival benefit with daratumumab versus the real-world historical control (Figure). Conclusions: Analyses of real-world data from two independent US patient databases indicated that outcomes remain poor among patients with MM who are heavily pretreated and/or highly refractory despite the availability and use of newer PIs and IMiDs, such as carfilzomib and pomalidomide. Median OS of approximately 8 months was observed in patients with ≥3 LOT (including a PI and IMiD) or refractory to a PI and IMiD. These data not only highlight the critical need for new MM treatments for patients with advanced MM, but also provide a point of reference against which novel agents such as daratumumab could be evaluated. Disclosures Usmani: Onyx: Consultancy, Honoraria, Research Funding; Janssen: Research Funding; Celgene Corporation: Consultancy, Honoraria. Ahmadi:Janssen: Employment. Ng:Janssen: Employment. Lam:Janssen: Employment. Potluri:Smart Analyst: Employment. Mehra:Janssen: Employment.


Author(s):  
Luis Gerardo Rodríguez‐Lobato ◽  
Arturo Pereira ◽  
Carlos Fernández de Larrea ◽  
Maria Teresa Cibeira ◽  
Natalia Tovar ◽  
...  

2011 ◽  
Vol 14 (5) ◽  
pp. S82-S84 ◽  
Author(s):  
Luciana Clark ◽  
Ana Paula Castro ◽  
Anna Flávia Fortes ◽  
Fábio Santos ◽  
Otávio Clark ◽  
...  

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