Dataset Information

Retrospective Comparison of Survival Projections for CAR T-Cell Therapies in Large B-Cell Lymphoma.

ABSTRACT:

Background

Durable remission has been observed in patients with relapsed or refractory (R/R) large B-cell lymphoma (LBCL) treated with chimeric antigen receptor (CAR) T-cell therapy. Consequently, hazard functions for overall survival (OS) are often complex, requiring the use of flexible methods for extrapolations.

Objectives

We aimed to retrospectively compare the predictive accuracy of different survival extrapolation methods and evaluate the validity of goodness-of-fit (GOF) criteria-based model selection for CAR T-cell therapies in R/R LBCL.

Methods

OS data were sourced from JULIET, ZUMA-1, and TRANSCEND NHL 001. Standard parametric, mixture cure, cubic spline, and mixture models were fit to multiple database locks (DBLs), with varying follow-up durations. GOF was assessed using the Akaike information criterion and Bayesian information criterion. Predictive accuracy was calculated as the mean absolute error (MAE) relative to OS observed in the most mature DBL.

Results

For all studies, mixture cure and cubic spline models provided the best predictive accuracy for the least mature DBL (MAE 0.013‒0.085 and 0.014‒0.128, respectively). The predictive accuracy of the standard parametric and mixture models showed larger variation (MAE 0.024‒0.162 and 0.013‒0.176, respectively). With increasing data maturity, the predictive accuracy of standard parametric models remained poor. Correlation between GOF criteria and predictive accuracy was low, particularly for the least mature DBL.

Conclusions

Our analyses demonstrated that mixture cure and cubic spline models provide the most accurate survival extrapolations of CAR T-cell therapies in LBCL. Furthermore, GOF should not be the only criteria used when selecting the optimal survival model.

SUBMITTER: Peterse EFP

PROVIDER: S-EPMC10721757 | biostudies-literature | 2023 Aug

REPOSITORIES: biostudies-literature

ACCESS DATA

Publications

Retrospective Comparison of Survival Projections for CAR T-Cell Therapies in Large B-Cell Lymphoma.

Peterse Elisabeth F P EFP Verburg-Baltussen Elisabeth J M EJM Stewart Alexa A Liu Fei Fei FF Parker Christopher C Treur Maarten M Malcolm Bill B Klijn Sven L SL

PharmacoEconomics - open 20230831 6

<h4>Background</h4>Durable remission has been observed in patients with relapsed or refractory (R/R) large B-cell lymphoma (LBCL) treated with chimeric antigen receptor (CAR) T-cell therapy. Consequently, hazard functions for overall survival (OS) are often complex, requiring the use of flexible methods for extrapolations.<h4>Objectives</h4>We aimed to retrospectively compare the predictive accuracy of different survival extrapolation methods and evaluate the validity of goodness-of-fit (GOF) cr ...[more]

PMID: 37651087

Similar Datasets

Project description:BackgroundDiffuse large B-cell lymphoma (DLBCL) constitutes 30% of all non-Hodgkin's lymphomas. It can present as a nodal disease or as an extra nodal disease. Based on the site of origin, extra nodal DLBCL (EN-DLBCL) may have a distinct clinical outcome. Apart from the site of origin, factors including demographics, stage, and presence of any other primary malignancy also affect the outcome. The purpose of our study was to characterize prognostically distinct groups based on the site of presentation of EN-DLBCL.MethodsWe used 18 registries in Surveillance, Epidemiology, and End Results database to identify the patients with EN-DLBCL for 2000 - 2015 with last follow-up till December 31, 2018. A total of 30,290 EN-DLBCL patients were selected and categorized based on 13 broad sites grouping. Demographic variables were summarized. We did overall survival analysis with univariate and multivariate Cox-proportional hazard modeling. Short-term survival trend was calculated as well.ResultsThe percentage of EN-DLBCL of all DLBCLs is 34.48%. EN-DLBCL was comparatively seen more in males (54.94%) and non-Hispanic whites (71.52%). In terms of clinical characteristics, patients with EN-DLBCL were mostly diagnosed at age ≥ 60 years (66.11%), early stage (69.33%), and presentation as first primary cancer (81.89%). A higher risk of mortality was seen in non-Hispanic black (hazard ratio (HR) 1.36), with late age of onset (HR 2.69), late stage at presentation (HR 1.42), and with history of other malignancy (HR 1.29). Compared to the intestinal tract, the risk of overall mortality was higher in individuals with involvement of nervous system (HR 1.85), pancreas and hepatobiliary system (HR 1.22), and respiratory system (HR 1.18) and the best outcomes were seen in heart and mediastinal site (HR 0.58) of DLBCL.ConclusionBased upon our population-based study, we conclude that primary site of presentation of EN-DLBCL is an important prognostic factor with significant difference in survival based on histological and epidemiological characteristics.

Project description:BackgroundIn a phase 1 trial, axicabtagene ciloleucel (axi-cel), an autologous anti-CD19 chimeric antigen receptor (CAR) T-cell therapy, showed efficacy in patients with refractory large B-cell lymphoma after the failure of conventional therapy.MethodsIn this multicenter, phase 2 trial, we enrolled 111 patients with diffuse large B-cell lymphoma, primary mediastinal B-cell lymphoma, or transformed follicular lymphoma who had refractory disease despite undergoing recommended prior therapy. Patients received a target dose of 2×106 anti-CD19 CAR T cells per kilogram of body weight after receiving a conditioning regimen of low-dose cyclophosphamide and fludarabine. The primary end point was the rate of objective response (calculated as the combined rates of complete response and partial response). Secondary end points included overall survival, safety, and biomarker assessments.ResultsAmong the 111 patients who were enrolled, axi-cel was successfully manufactured for 110 (99%) and administered to 101 (91%). The objective response rate was 82%, and the complete response rate was 54%.With a median follow-up of 15.4 months, 42% of the patients continued to have a response, with 40% continuing to have a complete response. The overall rate of survival at 18 months was 52%. The most common adverse events of grade 3 or higher during treatment were neutropenia (in 78% of the patients), anemia (in 43%), and thrombocytopenia (in 38%). Grade 3 or higher cytokine release syndrome and neurologic events occurred in 13% and 28% of the patients, respectively. Three of the patients died during treatment. Higher CAR T-cell levels in blood were associated with response.ConclusionsIn this multicenter study, patients with refractory large B-cell lymphoma who received CAR T-cell therapy with axi-cel had high levels of durable response, with a safety profile that included myelosuppression, the cytokine release syndrome, and neurologic events. (Funded by Kite Pharma and the Leukemia and Lymphoma Society Therapy Acceleration Program; ZUMA-1 ClinicalTrials.gov number, NCT02348216 .).

Project description:IntroductionChimeric antigen receptor T-cell (CAR T) therapies have transformed diffuse large B-cell lymphoma (DLBCL) treatment. It is important to better understand their use in Medicare Fee-for-Service (FFS) patients, who often differ from commercially insured populations in important ways.MethodsWe analyzed Medicare FFS claims data, focusing on the utilization patterns across three CAR T products-lisocabtagene maraleucel (liso-cel), tisagenlecleucel (tisa-cel), and axicabtagene autoleucel (axi-cel)-which are indicated for the treatment of DLBCL. Our investigation covered the period from 2021 through 2022. This analysis spanned a 180-day period prior to CAR T procedure and extended to a 90-day post-CAR T. Utilization of healthcare services, healthcare spending, and comorbidities were assessed in the pre- and post-periods. Clinical trial and PPS-exempt center claims were removed from the analysis. Statistical comparisons between inpatient and outpatient cohorts were made using Wilcoxon's rank-sum tests for continuous variables and Chi-square tests or Fisher's exact tests for categorical variables.ResultsAmong the total 391 CAR T claims assessed, most of the CAR T therapies were administered in the inpatient setting (79%) compared to outpatient (21%). CAR T therapy in the inpatient setting received an average Medicare cost of US$498,723 ($276,138-$1,066,524), while the average Medicare cost for outpatient CAR T claims was $414,393 ($276,980-$849,878). There was a higher 3-month average post-period cost for those hospitals utilizing CAR T in the outpatient setting than the inpatient setting ($15,794 vs. $10,244). Despite the higher post-period cost, when looking at the CAR T procedure and pre- and post-periods as a single episode, beneficiaries receiving outpatient CAR T had less cost for the total episode of care ($587,908 vs. $529,188). Follow-up inpatient claims were also assessed post-CAR T procedure for 30 days. The rate of post-CAR T inpatient re-admission was significantly lower for beneficiaries receiving the index CAR T in the inpatient setting (21%) compared to outpatient CAR T (59%). Days between index CAR T discharge and IP admission were also significantly shorter for OP CAR T compared to IP CAR T (8.0 vs. 14.1 days, p < 0.0001). Additionally, IP CAR T had a longer ALOS on the admission claim (6.9 vs. 6.2 days).ConclusionCAR T therapy for the treatment of LBCL has become more common within the Medicare population, primarily in the inpatient setting. This study helps understand providers' cost and associated patient care around CAR T administration. The data show that the average cost received by hospitals encompasses the expenses related to both the CAR T drug and the medical services delivered to patients.

Dataset Information

Retrospective Comparison of Survival Projections for CAR T-Cell Therapies in Large B-Cell Lymphoma.

Background

Objectives

Methods

Results

Conclusions

Publications

Retrospective Comparison of Survival Projections for CAR T-Cell Therapies in Large B-Cell Lymphoma.

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure

Tweets