Estimating the Effect of a Discontinued Amyotrophic Lateral Sclerosis Treatment on Time-to-Death Using Sequential Target Trial Emulation
Author(s)
Queeny Ip, PharmD, PhD, Ahmed Noman, BA, TING-YING JANE HUANG, PhD, Yuqin Wei, MS, Kenneth A. Taylor, DPT, PhD;
Komodo Health Inc., San Francisco, CA, USA
Komodo Health Inc., San Francisco, CA, USA
Presentation Documents
OBJECTIVES: A combination product of sodium phenylbutyrate and taurursodiol (SP-T) was FDA-approved for amyotrophic lateral sclerosis (ALS) treatment in September 2022, then later withdrawn in April 2024, following unfavorable Phase 3 trial results. We conducted a sequential target trial emulation study to estimate the effect of SP-T initiation on time-to-death.
METHODS: Using the Komodo Research Dataset, a claims database with mortality data, we implemented the target trial framework to emulate a sequence of hypothetical randomized trials comparing SP-T initiators vs non-initiators (standard care [riluzole or edaravone]) in each calendar month from October 2022 to March 2024 to estimate the observational analog of the intention-to-treat effect. Initiators in a given emulation were considered ineligible in subsequent emulation months. We used optimal full matching to account for confounding with 44 pre-index demographic and clinical characteristics as covariates in our propensity score model and exact matching on emulation month. Individuals in each emulation were followed from index date to whichever occurred first: death, end of continuous enrollment, or October 31, 2024. Data were pooled across all emulations to estimate survival time (via Kaplan-Meier estimator) and the effect on time-to-death (via Cox proportional hazards model). Confidence intervals (CI) were estimated via bootstrapping since unique individuals could contribute to multiple emulations.
RESULTS: Among 709/10,693 respective non-unique SP-T initiators and non-initiators (3,117 unique patients), there was adequate post-matching balance (median, 62/63 years old; 40%/44% women, 64%/60% white, 60%/54% with commercial insurance). After incorporating matching weights, we observed 1,602 non-unique deaths (69/1,533 [initiator/non-initiator]) over 788 days. The estimated effect of SP-T initiation on time-to-death was 0.64 (hazard ratio [95% CI: 0.49, 0.96]).
CONCLUSIONS: We utilized a sequential target trial emulation to improve statistical efficiency in estimating the effect of SP-T initiation on time-to-death. Our results suggest a lower risk for death for ALS patients who initiated SP-T compared with non-initiators.
METHODS: Using the Komodo Research Dataset, a claims database with mortality data, we implemented the target trial framework to emulate a sequence of hypothetical randomized trials comparing SP-T initiators vs non-initiators (standard care [riluzole or edaravone]) in each calendar month from October 2022 to March 2024 to estimate the observational analog of the intention-to-treat effect. Initiators in a given emulation were considered ineligible in subsequent emulation months. We used optimal full matching to account for confounding with 44 pre-index demographic and clinical characteristics as covariates in our propensity score model and exact matching on emulation month. Individuals in each emulation were followed from index date to whichever occurred first: death, end of continuous enrollment, or October 31, 2024. Data were pooled across all emulations to estimate survival time (via Kaplan-Meier estimator) and the effect on time-to-death (via Cox proportional hazards model). Confidence intervals (CI) were estimated via bootstrapping since unique individuals could contribute to multiple emulations.
RESULTS: Among 709/10,693 respective non-unique SP-T initiators and non-initiators (3,117 unique patients), there was adequate post-matching balance (median, 62/63 years old; 40%/44% women, 64%/60% white, 60%/54% with commercial insurance). After incorporating matching weights, we observed 1,602 non-unique deaths (69/1,533 [initiator/non-initiator]) over 788 days. The estimated effect of SP-T initiation on time-to-death was 0.64 (hazard ratio [95% CI: 0.49, 0.96]).
CONCLUSIONS: We utilized a sequential target trial emulation to improve statistical efficiency in estimating the effect of SP-T initiation on time-to-death. Our results suggest a lower risk for death for ALS patients who initiated SP-T compared with non-initiators.
Conference/Value in Health Info
2025-05, ISPOR 2025, Montréal, Quebec, CA
Value in Health, Volume 28, Issue S1
Code
CO79
Topic
Clinical Outcomes
Topic Subcategory
Clinical Outcomes Assessment
Disease
SDC: Neurological Disorders, SDC: Rare & Orphan Diseases