ABSTRACT
BACKGROUND: Traditional post-approval study (PAS) designs have been accepted by regulatory authorities to fulfill post-marketing requirements for cardiac leads but they have several limitations. OBJECTIVES: The authors conducted a proof-of-concept study of alternative methods that utilize real-world data (RWD) to evaluate lead safety in large patient populations. METHODS: Abbott patient device databases were linked with Medicare Fee-For-Service (FFS) claims to identify lead complications among patients implanted with Abbott Optisure™ lead. A 1:1 comparison between the PAS method and RWD method of detecting mechanical lead-related complication events was conducted in 444 PAS subjects who were enrolled in Medicare FFS. Agreement between methods was evaluated using McNemar's test and Cohen's kappa. Survival free from complications at 3 years was compared between the PAS and RWD cohorts using an equivalence acceptance criterion of ±2.5%. RESULTS: There were 1,171 PAS patients and 5,804 Medicare FFS patients who received an Optisure™ lead between August 27, 2014 - June 14, 2016. Patients were followed through December 31, 2018. Complete agreement was found between PAS-reported and claims-detected complications (McNemar's p-value=1.00, Cohen's Kappa = 1.0). Survival free from complications at 3 years using the RWD method was 98.4% (95% CL: 98.0%-98.7%), which was within the acceptable range of the PAS 98.4% (95% CL: 97.6%-99.0%). CONCLUSION: These results show a close agreement between RWD-detected and PAS-reported lead complication rates, which highlight the potential benefits of RWD-based methods to enhance the generation of clinical evidence for lead safety.
ABSTRACT
Many US immigrant populations develop metabolic diseases post immigration, but the causes are not well understood. Although the microbiome plays a role in metabolic disease, there have been no studies measuring the effects of US immigration on the gut microbiome. We collected stool, dietary recalls, and anthropometrics from 514 Hmong and Karen individuals living in Thailand and the United States, including first- and second-generation immigrants and 19 Karen individuals sampled before and after immigration, as well as from 36 US-born European American individuals. Using 16S and deep shotgun metagenomic DNA sequencing, we found that migration from a non-Western country to the United States is associated with immediate loss of gut microbiome diversity and function in which US-associated strains and functions displace native strains and functions. These effects increase with duration of US residence and are compounded by obesity and across generations.
