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1.
Future Oncol ; 20(15): 981-995, 2024 May.
Article in English | MEDLINE | ID: mdl-38231002

ABSTRACT

Aim: To validate algorithms based on electronic health data to identify composition of lines of therapy (LOT) in multiple myeloma (MM). Materials & methods: This study used available electronic health data for selected adults within Henry Ford Health (Michigan, USA) newly diagnosed with MM in 2006-2017. Algorithm performance in this population was verified via chart review. As with prior oncology studies, good performance was defined as positive predictive value (PPV) ≥75%. Results: Accuracy for identifying LOT1 (N = 133) was 85.0%. For the most frequent regimens, accuracy was 92.5-97.7%, PPV 80.6-93.8%, sensitivity 88.2-89.3% and specificity 94.3-99.1%. Algorithm performance decreased in subsequent LOTs, with decreasing sample sizes. Only 19.5% of patients received maintenance therapy during LOT1. Accuracy for identifying maintenance therapy was 85.7%; PPV for the most common maintenance therapy was 73.3%. Conclusion: Algorithms performed well in identifying LOT1 - especially more commonly used regimens - and slightly less well in identifying maintenance therapy therein.


Electronic health data helps us understand treatment in the 'real world'. The data has great value in cancer if we can identify the drugs patients get. Yet this is hard in multiple myeloma (MM), where treatment is complex. Algorithms (set of decision rules) to identify drugs can help here. We tested an existing algorithm for identifying 'lines of therapy' (LOT) given to patients with MM. Each LOT included one or more drugs for MM. We also developed and tested a new algorithm for 'maintenance therapy'. This is a treatment given to help maintain the response to the main MM treatment. We tested how well the algorithms identified MM treatments in electronic health data. This data came from Henry Ford Health, a healthcare system in Michigan, USA. Treatments were confirmed by cancer specialists who reviewed medical charts. The LOT algorithm was good at finding the first LOT patients. The maintenance algorithm did a fair job of identifying the most used therapy. Our algorithms could help researchers study the real-world treatment of MM.


Subject(s)
Multiple Myeloma , Adult , Humans , Multiple Myeloma/diagnosis , Multiple Myeloma/drug therapy , Predictive Value of Tests , Algorithms , Databases, Factual , Electronic Health Records
2.
Antivir Ther ; 28(5): 13596535231195431, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37657421

ABSTRACT

BACKGROUND: Cytomegalovirus (CMV) infection is a frequent complication in haematopoietic cell/solid organ transplant (HCT/SOT) recipients. Previous studies report all-cause mortality rates of 31% and 50% in HCT/SOT recipients post-treatment initiation with conventional anti-CMV therapies for refractory or resistant CMV. METHODS: This was a multi-country, retrospective medical chart review study of HCT/SOT recipients with refractory CMV infection with or without resistance (R/R) who were randomized to the maribavir arm in the open-label Phase 3 SOLSTICE trial. Patients came from 21 SOLSTICE sites across 6 countries; each site randomized ≥3 patients to the maribavir arm. Patients were followed for 52 weeks (SOLSTICE trial period: 20 weeks; follow-up chart review period: 32 weeks). The primary outcomes were mortality and graft status. RESULTS: Of 234 patients who were randomized and received maribavir in SOLSTICE, chart abstraction was completed for all 109 patients enrolled across 21 trial sites (SOT, 68/142; HCT, 41/92). At 52 weeks, overall mortality was 15.6% (17/109) and survival probability was 0.84. Among SOT recipients, survival probability was 0.96, and 3 (4.4%) deaths occurred during the chart review period. For the HCT recipients, survival probability was 0.65 with 14 (34.1%) deaths; 8 occurred during SOLSTICE and 6 during the chart review period. No new graft loss or re-transplantation occurred during the chart review period. CONCLUSIONS: Overall mortality at 52 weeks post-maribavir treatment initiation in this sub-cohort of patients from the SOLSTICE trial was lower than that previously reported for similar populations treated with conventional therapies for R/R cytomegalovirus infection.

3.
J Patient Rep Outcomes ; 7(1): 70, 2023 07 17.
Article in English | MEDLINE | ID: mdl-37458805

ABSTRACT

BACKGROUND: Metachromatic leukodystrophy (MLD) is a rare lysosomal storage disease caused by deficient activity of arylsulfatase A (ASA). Treatment options for patients are limited; gene therapy based on haematopoietic stem cell transplantation is the only approved treatment for some subtypes of MLD. Any therapeutic benefit of treatments must be meaningful for patients and their families. We evaluated the clinical meaningfulness of slowing the decline in gross motor function as measured by the Gross Motor Function Classification in MLD (GMFC-MLD) from the caregiver perspective via semi-structured telephone interviews with caregivers of children with late-infantile MLD. We also evaluated the perceived significance of declines in communication abilities measured by the Expressive Language Function Classification in MLD (ELFC-MLD). This work could help to inform the endpoints of a phase 2 clinical trial (NCT03771898) assessing the efficacy of intrathecal recombinant human ASA in MLD. RESULTS: Twelve caregivers were recruited, reporting on 12 children with MLD. Children had a mean age of 6.1 years; mean age at symptom onset was 17.6 months. Most children (10/12) progressed from walking without support (categories 0-1) to a loss of locomotion (categories 5-6) in ≤ 2 years. Caregivers felt that GMFC-MLD and ELFC-MLD accurately described motor and language declines in their children, respectively. Most caregivers (10/12) reported that the idea of delaying disease progression would be meaningful. Further, a slowing of motor function decline in GMFC-MLD, from category 1 to category 3 or from category 2 to category 4 over 2 years, was seen as meaningful by all caregivers asked; however, only 3/12 caregivers reported that delayed decline would be meaningful if baseline category was ≥ 3. Caregivers also reported that delaying expressive language decline at any level that did not indicate a complete loss of expressive language (indicated by categories 1-3) would be meaningful. CONCLUSIONS: Caregivers of children with MLD felt that a delayed decline in gross motor function, as assessed by the GMFC-MLD, would be meaningful, supporting the selection of primary and secondary endpoints for the phase 2 clinical trial. Communication abilities were another area of significance for consideration in future clinical trial design.


Subject(s)
Cognitive Dysfunction , Leukodystrophy, Metachromatic , Child , Humans , Infant , Leukodystrophy, Metachromatic/therapy , Caregivers , Cerebroside-Sulfatase/genetics , Cognitive Dysfunction/complications , Qualitative Research
4.
J Comp Eff Res ; 12(6): e220188, 2023 06.
Article in English | MEDLINE | ID: mdl-37218553

ABSTRACT

Aim: With no head-to-head studies comparing the effectiveness of lanadelumab and berotralstat for prevention of hereditary angioedema (HAE) attacks, this network meta-analysis (NMA) aimed to indirectly compare the effectiveness of these treatments. Materials & methods: The NMA, using the published data from Phase III trials, was performed using a frequentist weighted regression-based approach following Rücker et al. Efficacy outcomes of interest were HAE attack rate per 28 days and ≥90% reduction in monthly HAE attacks. Results & conclusion: In this NMA, lanadelumab 300 mg administered every 2 weeks or every 4 weeks was associated with statistically significantly higher effectiveness versus berotralstat 150 mg once daily (q.d.) or 110 mg q.d. for both efficacy outcomes assessed.


Subject(s)
Angioedemas, Hereditary , Humans , Angioedemas, Hereditary/drug therapy , Angioedemas, Hereditary/prevention & control , Network Meta-Analysis , Antibodies, Monoclonal, Humanized/therapeutic use
5.
Cancer Med ; 12(3): 3145-3159, 2023 02.
Article in English | MEDLINE | ID: mdl-36151787

ABSTRACT

BACKGROUND: Extended first-line therapy (1LT) has improved clinical outcomes in newly diagnosed multiple myeloma (NDMM). This retrospective study of NDMM patients evaluated the relationship between dose-attenuation of 1LT and duration of therapy (DOT) and DOT on outcomes. METHODS: Adults with NDMM not undergoing stem cell transplant (SCT) from January 1, 2012 toMarch 31, 2018 from the Integrated Oncology Network were included; 300 were randomly selected for chart review. 1LT DOT, time to next treatment (TTNT), progression-free survival (PFS), and overall survival (OS) were estimated using Kaplan-Meier analysis. Marginal structural models evaluated relationships between DOT and TTNT, PFS, and OS at 2 years accounting for confounders and survival bias from the time-dependent nature of DOT. RESULTS: Of 300 chart-reviewed patients, 93 were excluded for incomplete data or meeting exclusion criteria. Among 207 NDMM patients, median age was 74 years; 146 (70.5%) did not receive dose-attenuation during 1LT. Patients with short DOT were older, frailer, with a higher comorbidity burden, and a significantly lower proportion had an Eastern Cooperative Oncology Group PS = 0. As DOT increased, more patients underwent dose-attenuation (p < 0.0001). The median 1LT DOT was 20.9 (95% confidence interval [CI]: 13.9, 26.4) versus 4.2 months (95% CI: 3.2, 4.9) for patients receiving versus not receiving dose-attenuation, respectively (p < 0.0001). After accounting for survival bias, confounder-adjusted TTNT was prolonged with each additional month of 1LT (odds ratio [OR]: 0.76 [95% CI: 0.75, 0.78]); likelihoods of risks of disease progression (OR: 0.87 [95% CI: 0.86, 0.88]) and death at 2 years (OR: 0.72 [95% CI: 0.70, 0.74]) were reduced with each month of 1LT (p < 0.0001 for all outcomes). CONCLUSIONS: Dose-attenuated 1LT was associated with longer DOT among patients with non-SCT NDMM. Each additional month of 1LT was associated with a reduced adjusted likelihood of disease progression and death at 2 years. Dose-attenuation of 1LT can extend DOT; longer DOT may improve clinical outcomes.


Subject(s)
Multiple Myeloma , Adult , Humans , Aged , Multiple Myeloma/drug therapy , Retrospective Studies , Stem Cell Transplantation , Progression-Free Survival , Disease Progression , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Bortezomib/therapeutic use
6.
Orphanet J Rare Dis ; 17(1): 278, 2022 07 19.
Article in English | MEDLINE | ID: mdl-35854312

ABSTRACT

BACKGROUND: Amyloid light-chain (AL) amyloidosis is an ultra-rare disease associated with significant morbidity and mortality. Few studies have examined the global epidemiology of this condition. METHODS: This study estimated the diagnosed incidence and 1-year, 5-year, 10-year, and 20-year period prevalence of AL amyloidosis in 2018 for countries in and near Europe, and in the United States (US), Canada, Brazil, Japan, South Korea, Taiwan, and Russia. A systematic literature review (SLR) was conducted to identify country-specific, age- and gender-specific diagnosed incidence of AL amyloidosis and observed survival data-point inputs for an incidence-to-prevalence model. Extrapolations were used to estimate incidence and prevalence for countries without registry or published epidemiological data. RESULTS: Of 171 publications identified in the SLR, 10 records met the criteria for data extraction, and two records were included in the final incidence-to-prevalence model. In 2018, an estimated 74,000 AL amyloidosis cases worldwide were diagnosed during the preceding 20 years. The estimated incidence and 20-year prevalence rates were 10 and 51 cases per million population, respectively. CONCLUSIONS: Orphan medicinal product designation criteria of the European Medicines Agency or Electronic Code of Federal Regulations indicate that a disease must not affect > 5 in 10,000 people across the European Union or affect < 200,000 people in the US. This study provides up-to-date epidemiological patterns of AL amyloidosis, which is vital for understanding the burden of the disease, increasing awareness, and to further research and treatment options.


Subject(s)
Immunoglobulin Light-chain Amyloidosis , Europe/epidemiology , Humans , Immunoglobulin Light-chain Amyloidosis/epidemiology , Incidence , Prevalence , Registries , United States
7.
Future Oncol ; 17(26): 3465-3476, 2021 Sep.
Article in English | MEDLINE | ID: mdl-34342494

ABSTRACT

Aim: To describe treatment patterns and outcomes in nontransplant newly diagnosed multiple myeloma (NDMM) patients in Spain. Methods: This retrospective study included two cohorts of NDMM patients diagnosed between 1 January 2012 to 31 December 2013 and 1 April 2016 to 31 March 2017. Results: Among 113 patients, proteasome inhibitor (PI) + alkylator combinations (49%) and PI-based regimens without an alkylator (30%) were the most common first-line (1L) therapies. Use of PI + immunomodulatory drug-based regimens increased between the cohorts; PI-based regimens without an alkylator/immunomodulatory drug decreased. Use of 1L oral regimens was low but increased over time; use of maintenance therapy was low across both periods. Median 1L duration of treatment was 6.9 months. Conclusion: Short 1L duration of treatment and low use of 1L oral regimens and maintenance therapy highlight unmet needs in NDMM.


Lay abstract This study describes treatment patterns and outcomes in newly diagnosed multiple myeloma (NDMM) patients in Spain who were not candidates for transplant. The study looked at two patient groups: patients diagnosed between 1 January 2012 and 31 December 2013 and those diagnosed between 1 April 2016 and 31 March 2017. Among the 113 patients considered, the most common first-line therapies were proteasome inhibitor (PI) + alkylator combinations (49%) and PI-based regimens without an alkylator (30%). We saw increased use of PI with immunomodulators (which arm the immune system to battle disease) and decreased use of PI-based regimens without an alkylator or immunomodulator. First-line use of oral regimens was low but increased over time. The median length of first-line treatment for both groups combined was 6.9 months. Finding low use of first-line oral regimens and maintenance therapy and a short duration of first-line treatment, our study highlights the unmet needs that exist in NDMM patients who are not transplant candidates in Spain.


Subject(s)
Alkylating Agents/therapeutic use , Immunologic Factors/therapeutic use , Multiple Myeloma/drug therapy , Proteasome Inhibitors/therapeutic use , Aged , Drug Therapy, Combination , Female , Follow-Up Studies , Humans , Maintenance Chemotherapy , Male , Middle Aged , Multiple Myeloma/epidemiology , Multiple Myeloma/pathology , Prognosis , Retrospective Studies , Spain/epidemiology , Survival Rate
8.
Ann Hematol ; 100(9): 2325-2337, 2021 Sep.
Article in English | MEDLINE | ID: mdl-33970288

ABSTRACT

Multiple available combinations of proteasome inhibitors, immunomodulators (IMIDs), and monoclonal antibodies are shifting the relapsed/refractory multiple myeloma (RRMM) treatment landscape. Lack of head-to-head trials of triplet regimens highlights the need for real-world (RW) evidence. We conducted an RW comparative effectiveness analysis of bortezomib (V), carfilzomib (K), ixazomib (I), and daratumumab (D) combined with either lenalidomide or pomalidomide plus dexamethasone (Rd or Pd) in RRMM. A retrospective cohort of patients initiating triplet regimens in line of therapy (LOT) ≥ 2 on/after 1/1/2014 was followed between 1/2007 and 3/2018 in Optum's deidentified US electronic health records database. Time to next treatment (TTNT) was estimated using Kaplan-Meier methods; regimens were compared using covariate-adjusted Cox proportional hazard models. Seven hundred forty-one patients (820 patient LOTs) with an Rd backbone (VRd, n = 349; KRd, n = 218; DRd, n = 99; IRd, n = 154) and 348 patients (392 patient LOTs) with a Pd backbone (VPd, n = 52; KPd, n = 146; DPd, n = 149; IPd, n = 45) in LOTs ≥2 were identified. More patients ≥75 years received IRd (39.6%), IPd (37.8%), and VRd (36.7%) than other triplets. More patients receiving VRd/VPd were in LOT2 vs other triplets. Unadjusted median TTNT in LOT ≥ 2: VRd, 13.9; KRd, 8.7; IRd, 11.4; DRd, not estimable (NE); and VPd, 12.0; KPd, 6.7; IPd, 9.5 months; DPd, NE. In covariate-adjusted analysis, only KRd vs DRd was associated with a significantly higher risk of next LOT initiation/death (HR 1.72; P = 0.0142); no Pd triplet was significantly different vs DPd in LOT ≥ 2. Our data highlight important efficacy/effectiveness gaps between results observed in phase 3 clinical trials and those realized in the RW.


Subject(s)
Antibodies, Monoclonal/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Boron Compounds/therapeutic use , Bortezomib/therapeutic use , Glycine/analogs & derivatives , Multiple Myeloma/drug therapy , Oligopeptides/therapeutic use , Aged , Female , Glycine/therapeutic use , Humans , Male , Middle Aged , Neoplasm Recurrence, Local/drug therapy , Retrospective Studies , Treatment Outcome
9.
Eur J Haematol ; 105(3): 308-325, 2020 Sep.
Article in English | MEDLINE | ID: mdl-32418256

ABSTRACT

OBJECTIVES: The treatment paradigm in newly diagnosed multiple myeloma (NDMM) is evolving toward individualized, risk-directed, and longer duration of therapy (DOT). The objective of this study was to describe treatment patterns and outcomes in non-transplant NDMM in four European countries. METHODS: This retrospective chart review included adults with NDMM diagnosed between January 1, 2012, and December 31, 2013 (early cohort), or April 1, 2016, and March 31, 2017 (recent cohort). RESULTS: Among 836 patients, molecular testing was performed in 21% and 35% patients of early vs recent cohorts; proteasome inhibitor (PI)/alkylator combinations were the principal first-line (1 L) therapy (39% vs 43%). Use of immunomodulatory drug (IMID)/alkylator combinations declined from early to recent cohort (26% vs 13%) but IMID (7% vs 16%) use increased. Few patients (5%) received 1 L maintenance therapy. Two-thirds of patients were treated with a fixed duration intent, with a median 7-month 1 L DOT and progression-free survival (PFS) of 32.8 months in the early cohort. Both 1 L DOT and PFS were longer with oral compared to injectable regimens. CONCLUSIONS: Although frontline treatment patterns changed significantly, 1 L DOT is short. The uptake of molecular testing and 1 L maintenance is low. These results highlight areas of unmet need in NDMM.


Subject(s)
Multiple Myeloma/epidemiology , Practice Patterns, Physicians' , Aged , Aged, 80 and over , Clinical Decision-Making , Combined Modality Therapy , Cytogenetic Analysis , Disease Management , Europe/epidemiology , Female , France , Germany , Humans , Italy , Male , Middle Aged , Multiple Myeloma/diagnosis , Multiple Myeloma/etiology , Multiple Myeloma/therapy , Outcome Assessment, Health Care , Prognosis , Retreatment , Retrospective Studies , Treatment Outcome , United Kingdom
10.
Expert Rev Hematol ; 13(4): 421-433, 2020 04.
Article in English | MEDLINE | ID: mdl-32148109

ABSTRACT

Lack of head-to-head trials highlights a need for comparative real-world evidence of proteasome inhibitors plus Rd.Methods: In this retrospective, US population-representative EHR study of RRMM patients initiating IRd, KRd, or VRd in line of therapy (LOT) ≥2 between 1/2014 and 9/30/2018, 664 patients were treated in LOT ≥2 with: IRd, n = 168; KRd, n = 208; VRd, n = 357. Median age was 71/65/71 years; 67%/70%/75% had a frailtymodified score of intermediate/frail; 20%/28%/13% had high cytogenetic risk in I-/K-/V-Rd groups. Risk of PI-triplet discontinuation was lower for I- vs. K-Rd (HR: 0.71) and I- vs. V-Rd (HR: 0.85); unadjusted, median TTNTs (months): 12.7/8.6/14.2 (LOT ≥2) and 16.8/9.5/14.6 (LOT 2-3) (I-/K-/V-Rd). Adjusted TTNT was comparable between I-/K-/V-Rd in LOT ≥2 with a TTNT benefit among intermediate/frail patients for I- (HR: 0.70; P=0.04) and V- (HR: 0.73; P<0.05) vs. K-Rd. I/K/V-Rd triplets were comparable in TTNT overall, but IRd and VRd were associated with longer TTNT in intermediate/frail patients than KRd. The results suggest a trial-efficacy/real-world-effectiveness gap, especially for KRd, underlining the limited generalizability of trial results where >50% of patients are excluded. Individualized treatment based on patient characteristics, such as frailty status, is especially pertinent in an elderly RRMM population.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Multiple Myeloma/drug therapy , Multiple Myeloma/mortality , Aged , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Disease-Free Survival , Female , Humans , Male , Middle Aged , Retrospective Studies , Risk Factors , Survival Rate
11.
Eur J Haematol ; 104(5): 443-458, 2020 May.
Article in English | MEDLINE | ID: mdl-31880006

ABSTRACT

OBJECTIVES: Health-related quality of life (HRQoL) is particularly important during maintenance therapy (MT) in newly diagnosed multiple myeloma post-transplant, when disease symptoms are limited. METHODS: We assessed HRQoL in patients randomised to 26 cycles of MT (ixazomib vs placebo) in TOURMALINE-MM3 (NCT02181413). RESULTS: The characteristics at study entry were well-balanced between ixazomib (n = 386) and placebo (n = 251) arms. At study entry, EORTC QLQ-C30 and MY20 scores were high for functional scales and low for symptom scales and were comparable with those of the general population. Changes in subscale scores across intervals, analysed over 30 four-week intervals using a linear mixed-effects model, were generally small and similar between arms for the EORTC QLQ-C30 Global Health Status/QoL, Physical Functioning, and Pain subscales and EORTC QLQ-MY20 Disease Symptoms subscale and Peripheral Neuropathy item. EORTC QLQ-C30 Nausea/Vomiting and Diarrhoea subscales were consistently worse for ixazomib than for placebo, in line with the ixazomib toxicity profile. Even when least-squares mean differences between arms were statistically significant, none reached the established minimal important clinical difference of 10 in multiple myeloma. CONCLUSIONS: In addition to improvement in progression-free survival with ixazomib, HRQoL was maintained in both arms. Active treatment with ixazomib did not have an adverse impact on HRQoL.


Subject(s)
Antineoplastic Agents/therapeutic use , Boron Compounds/therapeutic use , Glycine/analogs & derivatives , Multiple Myeloma/epidemiology , Multiple Myeloma/therapy , Quality of Life , Adult , Aged , Antineoplastic Agents/administration & dosage , Antineoplastic Agents/adverse effects , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Boron Compounds/administration & dosage , Boron Compounds/adverse effects , Combined Modality Therapy , Female , Glycine/administration & dosage , Glycine/adverse effects , Glycine/therapeutic use , Hematopoietic Stem Cell Transplantation , Humans , Maintenance Chemotherapy , Male , Medication Adherence , Middle Aged , Multiple Myeloma/diagnosis , Multiple Myeloma/mortality , Patient Reported Outcome Measures , Treatment Outcome
12.
Clin Lymphoma Myeloma Leuk ; 20(1): 8-17.e16, 2020 01.
Article in English | MEDLINE | ID: mdl-31722839

ABSTRACT

BACKGROUND: Concern has been increasing in oncology regarding randomized clinical trial (RCT) eligibility limiting the generalizability of the findings to real-world populations. Using a large US electronic health record database, we investigated the real-world generalizability of the findings from recent RCTs for relapsed and/or refractory multiple myeloma (RRMM). PATIENTS AND METHODS: Patients with RRMM initiating second-to fourth-line therapy with the control arm of the following RCTs were retrospectively identified and categorized as "RCT eligible" or "RCT ineligible" according to the eligibility criteria: (1) Rd (lenalidomide, dexamethasone)-ASPIRE, TOURMALINE-MM1, POLLUX, and ELOQUENT-2; and (2) Vd (bortezomib, dexamethasone)-CASTOR and ENDEAVOR. Predictors of RCT ineligibility and overall survival were analyzed using logistic regression and Cox regression analysis. RESULTS: Variations in the individual trial ineligibility rates were noted, with up to 72.3% (range, 47.9%-72.3%) of patients not meeting the eligibility criteria for 1 of the 6 hallmark RCTs (n = 788 for Rd; n = 477 for Vd). Other malignancies, cardiovascular disease, acute infection, and renal dysfunction were the common reasons for ineligibility. Advanced age, Charlson comorbidity score of ≥ 2, later therapy lines (3-4), and refractory status to the previous line were independently predictive of RCT ineligibility. RCT-ineligible versus RCT-eligible patients had a significantly greater mortality risk (hazard ratio, Rd, 1.46; Vd, 1.51). CONCLUSION: Most real-world patients with RRMM were ineligible for the hallmark RCTs. The eligibility rates varied across the RCTs, underlining the flawed nature of cross-study comparisons without RCT validation. Overall survival was significantly affected by the inability to meet the criteria, highlighting the limited generalizability of the RCT results. Greater efforts are required to broaden the eligibility criteria to reflect real-world clinical characteristics and narrow the gap between RCT efficacy and the observed effectiveness in real-world patients with RRMM.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Multiple Myeloma/drug therapy , Neoplasm Recurrence, Local/drug therapy , Aged , Female , Humans , Male , Middle Aged , Multiple Myeloma/pathology , Randomized Controlled Trials as Topic , Retrospective Studies
13.
Pharmacoecon Open ; 4(3): 473-483, 2020 Sep.
Article in English | MEDLINE | ID: mdl-31605300

ABSTRACT

OBJECTIVES: This observational study identified attributes of patient-reported satisfaction with therapy for multiple myeloma (MM), described the treatment-related time burden and indirect costs, and investigated the effect of administration route (oral vs. injectable) on these outcomes among patients with newly diagnosed MM (NDMM) and among caregivers. METHODS: Patients residing in the USA with a self-reported diagnosis of NDMM were recruited from PatientsLikeMe, MyelomaCrowd, and Facebook (16 December 2016 and 6 July 2017) to complete an electronic survey including questions on treatment experience, economic burden, and standardized patient-reported outcome measures, including the Treatment Satisfaction Questionnaire for Medication with three domains (global satisfaction, effectiveness, and convenience) and the Work Productivity and Activity Impairment Questionnaire. Univariate and multivariate analyses identified predictors of patient-perceived treatment satisfaction. RESULTS: Among 188 patients, worse Eastern Cooperative Oncology Group performance status (ECOG PS) was correlated with lower patient-perceived effectiveness and convenience of their current treatment. White race and oral administration route were independently correlated with higher patient-perceived convenience of treatment. Injectable therapy use was associated with a trend towards increased activity impairment (43 vs. 34%; p = 0.05) and significantly higher time burden of treatment administration, with threefold higher adjusted indirect costs of MM therapy compared with solely orally administered therapies (monthly mean $US482 vs. 153; 2016 values; p < 0.0001). CONCLUSIONS: Factors associated with patient-perceived satisfaction with NDMM treatment-ECOG PS, race, administration route-warrant increased attention in shared treatment decision making to help identify patient needs and improve the patient's treatment experience. The use of orally administered therapies could improve patients' activity impairment and reduce the time burden associated with therapy.

14.
Cancer Med ; 9(2): 626-639, 2020 01.
Article in English | MEDLINE | ID: mdl-31801177

ABSTRACT

The landscape of treatment for multiple myeloma (MM) has significantly changed over the last decade due to novel agents that have shown superiority in efficacy such as proteasome inhibitors (PIs) and immunomodulatory drugs (IMiDs) over traditional therapies. However, the real-world utilization of these new agents has not been studied well. This study evaluated year-to-year changes in treatment choices in a cohort of patients aged 66 or older in the Surveillance, Epidemiology, and End Results (SEER) registry linked with Medicare claims (SEER-Medicare) data who were diagnosed with MM between 2007 and 2011. We identified 2477 symptomatic newly diagnosed patients who were followed for 6 months or more postdiagnosis and treated with systemic therapies but not with stem cell transplantation. Symptomatic patients were identified by evidence of hypercalcemia, renal failure, anemia, or bone lesions (CRAB criteria). The minimum follow-up was imposed to ensure sufficient data to characterize treatment. Our analysis found that the proportion of treated patients increased from 75% in the 2007 cohort to 79% in the 2011 cohort. The share of PI-based regimens including PI plus alkylating agents, PI plus IMiD, and PI-only increased from 9% to 21%, 3% to 11%, and 16% to 22%, respectively, between 2007 and 2011. These findings translate to the share of PI-based regimens having increased from 28% to 55% and that of IMiDs-based regimens (excluding PI plus IMiD) having decreased from 43% to 27%. In conclusion, while the usage of PIs among elderly MM patients increased significantly replacing IMiD-based regimens (with or without alkylating agents but not with PI) between 2007 and 2011, this significant shift did not increase the proportion of treated patients.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Medicare/statistics & numerical data , Multiple Myeloma/drug therapy , SEER Program/statistics & numerical data , Aged , Aged, 80 and over , Female , Follow-Up Studies , Humans , Male , Multiple Myeloma/epidemiology , Multiple Myeloma/pathology , Prognosis , Retrospective Studies , Survival Rate , United States/epidemiology
15.
Oncologist ; 24(11): 1479-1487, 2019 11.
Article in English | MEDLINE | ID: mdl-31371520

ABSTRACT

BACKGROUND: Therapy choices in relapsed/refractory multiple myeloma (RRMM) should consider patient satisfaction with treatment, because it is associated with adherence to therapy, health outcomes, and medical safety. The primary objective of this pilot cross-sectional observational study was to ascertain factors associated with patient-reported treatment satisfaction in RRMM. PATIENTS AND METHODS: Patients with a self-reported diagnosis of RRMM recruited from PatientsLikeMe, MyelomaCrowd, and Facebook were administered an electronic survey that included questions on demographics and clinical history, treatment experience, economic burden, and standardized patient-reported outcome measures, including the Treatment Satisfaction Questionnaire for Medication, Eastern Cooperative Oncology Group performance status (ECOG PS) measure, and Work Productivity and Activity Impairment Questionnaire: Specific Health Problem V2.0. Univariable and multivariable analyses were used to identify predictors of patient-perceived treatment satisfaction. RESULTS: One hundred sixty patients with RRMM participated in the study, with a median of two prior relapses and 66.3% reporting the most recent relapse within the last 12 months. ECOG PS ≥2 was associated with lower patient-reported global satisfaction and perceived effectiveness of current treatment. In addition to shorter time spent receiving therapy, orally administered treatment was the strongest predictor of higher satisfaction with treatment convenience. For patients receiving an injectable drug-containing regimen versus an all-oral regimen, respectively, time spent receiving multiple myeloma-directed therapy was higher (12.6 vs. 4.0 hours per month), and total monthly indirect costs were $1,033 and $241. CONCLUSION: Poor ECOG PS was linked to reduced treatment satisfaction and perceived effectiveness of current therapy, whereas an all-oral regimen was associated with increased treatment convenience satisfaction. IMPLICATIONS FOR PRACTICE: This study suggests that attributes including better Eastern Cooperative Oncology Group performance status, less time spent receiving treatment, and oral route of treatment administration lead to higher patient-perceived satisfaction with relapsed/refractory multiple myeloma (RRMM) treatment. Oral route of administration was also associated with less time spent receiving treatment and reduced economic burden for patients. Increased attention to these factors in shared treatment decision making is warranted to help identify individual patient needs, preferences, and expectations for RRMM treatments, to resolve dissatisfaction issues, and to improve the experience of patients with RRMM.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Drug Resistance, Neoplasm , Multiple Myeloma/drug therapy , Neoplasm Recurrence, Local/drug therapy , Aged , Cross-Sectional Studies , Female , Follow-Up Studies , Humans , Male , Middle Aged , Multiple Myeloma/pathology , Multiple Myeloma/psychology , Neoplasm Recurrence, Local/pathology , Neoplasm Recurrence, Local/psychology , Patient Reported Outcome Measures , Personal Satisfaction , Prognosis , Survival Rate
16.
Future Oncol ; 15(13): 1411-1428, 2019 May.
Article in English | MEDLINE | ID: mdl-30816809

ABSTRACT

With the introduction of new drugs with different mechanisms of action, multiple myeloma (MM) patients' outcomes have improved. However, the efficacy seen in clinical trials is often not seen in real-world settings and data on the effectiveness of MM therapies are needed. INSIGHT MM is a prospective, global, non-interventional, observational study that is enrolling approximately 4200 patients with newly diagnosed or relapsed/refractory MM, making it the largest study of its kind to date. The study aims to describe contemporary, real-world patterns of patient characteristics, clinical disease presentation, therapies chosen, clinical outcomes (response, treatment duration, time-to-next-therapy, progression-free and overall survival), safety, healthcare resource utilization and quality of life. One interim analysis has been conducted to date; current accrual is approximately 3094 patients. Trial registration number: NCT02761187.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Multiple Myeloma/drug therapy , Neoplasm Recurrence, Local/drug therapy , Quality of Life , Adolescent , Adult , Aged , Aged, 80 and over , Disease Progression , Follow-Up Studies , Humans , International Agencies , Middle Aged , Multiple Myeloma/pathology , Neoplasm Recurrence, Local/pathology , Prospective Studies , Treatment Outcome , Young Adult
17.
Expert Rev Hematol ; 12(1): 71-79, 2019 01.
Article in English | MEDLINE | ID: mdl-30513016

ABSTRACT

BACKGROUND: Immunomodulator (IMID) and proteasome inhibitor (PI) triplet frontline therapy (FT) in newly diagnosed multiple myeloma (NDMM) trials improve overall survival (OS); reported outcomes in routine practice are lacking. Authors compared outcomes in NDMM patients in the USA by use of triplet vs doublet FTs. METHODS: In this retrospective study of NDMM patients without FT transplant between 1/1/2008 and 6/30/2017, FT was categorized as: PI+IMID-triplet (≥ 3 drugs including PI+IMID), non-PI+IMID-triplet (≥ 3 drugs, not PI+IMID), doublet (≤ 2 drugs). Univariate and multivariate analyses identified FT triplet predictors and compared time-to-next-treatment (TTNT)/OS. RESULTS: Among 4,982 NDMM patients, 68% and 32% initiated doublet and triplet FTs (PI+IMID: 36% in 2017). Triplet FT predictors included: age, cytogenetics, ISS stage, certain CRAB symptoms. Median TTNTPI+IMID-triplet = 18.9 months vs 13.7 (non-PI+IMID-triplet) and 16.5 months (doublet) FTs (P< 0.01); adjusted HRPI+IMID-triplet = 0.86; P= 0.009; HRnon-PI+IMID-triplet = 1.10; P = 0.083 vs doublet FT. Median OSPI+IMID-triplet = 58.7 months vs 43.6 (non-PI+IMID-triplet) and 45.7 months (doublet) FTs (P< 0.01); adjusted HRPI+IMID-triplet = 0.83; P= 0.016; HRnon-PI+IMID-triplet = 1.02; P = 0.727 vs doublet FT. CONCLUSION: PI+IMID-triplet FT is not utilized for most non-frontline-transplant NDMM patients in routine care but is associated with prolonged TTNT/OS.


Subject(s)
Multiple Myeloma/therapy , Stem Cell Transplantation/methods , Female , Humans , Male , Treatment Outcome , United States
18.
Blood Cancer J ; 8(11): 109, 2018 11 09.
Article in English | MEDLINE | ID: mdl-30413684

ABSTRACT

Substantial improvements in survival have been seen in multiple myeloma (MM) over recent years, associated with the introduction and widespread use of multiple novel agents and regimens, as well as the emerging treatment paradigm of continuous or long-term therapy. However, these therapies and approaches may have limitations in the community setting, associated with toxicity burden, patient burden, and other factors including cost. Consequently, despite improvements in efficacy in the rigorously controlled clinical trials setting, the same results are not always achieved in real-world practice. Furthermore, the large number of different treatment options and regimens under investigation in various MM settings precludes the feasibility of obtaining head-to-head clinical trial data, and there is a temptation to use cross-trial comparisons to evaluate data across regimens. However, multiple aspects, including patient-related, disease-related, and treatment-related factors, can influence clinical trial outcomes and lead to differences between studies that may confound direct comparisons between data. In this review, we explore the various factors requiring attention when evaluating clinical trial data across available agents/regimens, as well as other considerations that may impact the translation of these findings into everyday MM management. We also investigate discrepancies between clinical trial efficacy and real-world effectiveness through a literature review of non-clinical trial data in relapsed/refractory MM on novel agent-based regimens and evaluate these data in the context of phase 3 trial results for recently approved and commonly used regimens. We thereby demonstrate the complexity of interpreting data across clinical studies in MM, as well as between clinical studies and routine-care analyses, with the aim to help clinicians consider all the necessary issues when tailoring individual patients' treatment approaches.


Subject(s)
Clinical Trials as Topic , Data Interpretation, Statistical , Multiple Myeloma/epidemiology , Comorbidity , Healthcare Disparities , Humans , Multiple Myeloma/diagnosis , Multiple Myeloma/mortality , Multiple Myeloma/therapy , Neoplasm Staging , Prognosis , Research Design , Treatment Outcome
19.
Clin Lymphoma Myeloma Leuk ; 18(2): 152-160, 2018 02.
Article in English | MEDLINE | ID: mdl-29395837

ABSTRACT

BACKGROUND: In clinical trials, an extended therapy duration has been associated with better outcomes in patients with newly diagnosed multiple myeloma (NDMM). However, data on how the therapy duration affects the outcomes for patients with relapsed/refractory multiple myeloma (RRMM) are limited. We conducted a large, retrospective study in the United States to evaluate the effect of the duration of second-line therapy on overall survival. PATIENTS AND METHODS: Adults with NDMM from January 2008 to June 2015 were followed up to identify their second-line therapy. The duration of therapy (DOT) and time to next therapy (TTNT), as a proxy for progression-free survival, were estimated using the Kaplan-Meier method. The relationship between the duration of second-line therapy and overall survival was evaluated with a logistic marginal structural model to mitigate the risk of treatment selection and survival bias. RESULTS: A total of 628 NDMM patients developed a relapse after initial therapy. The median DOT for second-line therapy was 6.9 months (95% confidence interval [CI], 5.9-7.7 months), which was shorter than the corresponding TTNT (median, 15.1 months; 95% CI, 13.4-17.3 months). Each additional month of second-line therapy was associated with a reduced adjusted risk of death at 1 year (odds ratio, 0.78; 95% CI, 0.77-0.83; P < .001). CONCLUSION: In a large database capturing a heterogeneous patient population and varied treatment patterns reflecting routine clinical care, we found a clinical benefit for continued longer DOT at first relapse. Despite the emerging paradigm favoring continuous therapy, second-line progression-free survival (utilizing TTNT as the proxy) was more than twofold longer than the DOT. Understanding the barriers to extended DOT could help to improve the outcomes for RRMM patients.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Multiple Myeloma/drug therapy , Outcome Assessment, Health Care/methods , Outcome Assessment, Health Care/statistics & numerical data , Adult , Aged , Aged, 80 and over , Drug Resistance, Neoplasm , Female , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Multiple Myeloma/pathology , Neoplasm Recurrence, Local , Retrospective Studies , Time Factors , United States
20.
J Geriatr Oncol ; 9(2): 138-144, 2018 03.
Article in English | MEDLINE | ID: mdl-29056336

ABSTRACT

OBJECTIVES: One-third of patients with multiple myeloma (MM) are diagnosed at age≥75years. Older patients have increased incidence of cardiovascular disease (CVD) and renal insufficiency (RI), hallmark complications of MM. We examined cumulative incidence of CVD and RI in relapsed/refractory MM (RRMM) and outcomes by age and RI/CVD. MATERIALS AND METHODS: Retrospective cohort study using a large US electronic medical records database of adult patients with RRMM initiating first- and second-line therapy (2LT) between 1/2008-06/2015. RI and CVD comorbidities were based on diagnosis codes and/or lab values. RESULTS: Among 628 patients, 37.1% were ≥75years. Cumulative incidence of CVD and/or RI increased from 47.7% at MM diagnosis to 67.8% at first relapse. Age≥75years had a trend toward higher risk of relapse post 2LT, proxied by time to next treatment (TTNT), (adjusted HR: 1.28; 95% CI: 1.00, 1.65; P=0.05). TTNT was significantly higher with comorbid CVD+RI (adjusted HR: 1.50; 95% CI: 1.11, 2.02; P<0.01). Age≥75years, RI, CVD, and CVD+RI were associated with increased mortality risk from 2LT initiation; adjusted HR: 1.66 (95% CI: 1.19, 2.33; P<0.01), 1.51 (95% CI: 1.01, 2.26; P=0.04), 1.75 (95% CI: 1.03, 2.96; P=0.04), and 1.95 (95% CI: 1.29, 2.93; P<0.01), respectively. CONCLUSION: Despite treatment with novel agents for RRMM in 86% of patients, an outcome gap persists for older patients and those with RI and/or CVD. Personalized treatment approaches that account for age and comorbidities, and further evaluation of innovative regimens and dosing schedules, are needed to improve outcomes for these patients.


Subject(s)
Cardiovascular Diseases/epidemiology , Multiple Myeloma/epidemiology , Outcome Assessment, Health Care , Renal Insufficiency/epidemiology , Age Factors , Aged , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Comorbidity , Female , Humans , Kaplan-Meier Estimate , Male , Multiple Myeloma/drug therapy , Proportional Hazards Models , Retrospective Studies
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