Related Experiment Video
Updated: Jan 20, 2026

Candidate Gene Testing in Clinical Cohort Studies with Multiplexed Genotyping and Mass Spectrometry
Published on: June 21, 2018
Association of Metformin Initiation and Risk of Asthma Exacerbation. A Claims-based Cohort Study
Tianshi David Wu1, Corinne A Keet2, Ashraf Fawzy1
1Division of Pulmonary and Critical Care Medicine.
Abstract:
Rationale: Diabetes and metabolic syndrome have been associated with worsened asthma control. Metformin improves insulin resistance and metabolic function. Experimental studies suggest that metformin may improve pathologic features of asthma, but evidence of clinical benefit is limited.Objectives: To determine if treatment with metformin in a cohort of individuals with asthma and diabetes is associated with lower risk of asthma exacerbation.Methods: A 6-year retrospective cohort of individuals over age 18 with asthma and diabetes was assembled from a national administrative claims database. New users of metformin were matched to nonusers by propensity score on the basis of demographic, comorbidity, and medication-use characteristics. An exacerbation was defined as an asthma-related hospitalization, emergency department visit, or filling of a systemic corticosteroid prescription within 14 days of an asthma-related ambulatory visit. Cox proportional hazards estimated the change in hazard of asthma exacerbation associated with metformin initiation.Results: In a cohort of 23,920 individuals with asthma and diabetes, metformin initiation was associated with lower hazard of asthma exacerbation (hazard ratio [HR], 0.92; 95% confidence interval [CI], 0.86-0.98), driven by lower hazards of asthma-related emergency department visits (HR, 0.81; 95% CI, 0.74-0.88) and hospitalization (HR, 0.67; 95% CI, 0.50-0.91), without differences in corticosteroid use (HR, 0.96; 95% CI, 0.86-1.03).Conclusions: In an administrative cohort of individuals with asthma and diabetes, metformin initiation was associated with a lower hazard of asthma-related emergency department visits and hospitalizations. These findings suggest a possible benefit of metformin in more severe asthma exacerbations. Investigation within cohorts with more detailed participant characterization is necessary.
Related Concept Videos
Testing a Claim about Mean: Known Population SD
Estimating a population mean requires the samples to be distributed normally. The data should be collected from the randomly selected samples having no sampling bias. The sample size needed to be higher than 30, and most importantly, the population standard deviation should be already known.
In most realistic situations, the population standard deviation is often unknown, but in rare circumstances, when it...
Genome-wide Association Studies-GWAS
GWAS does not require the identification of the target gene involved in...
Initiation of Translation
First, the initiator tRNA must be selected from the pool of elongator tRNAs by eukaryotic initiation factor 2 (eIF2). The initiator tRNA (Met-tRNAi) has conserved sequence elements including modified bases at...
Asthma-I: Introduction
Testing a Claim about Population Proportion
There are two methods of testing a claim about a population proportion: (1) Using the sample proportion from the data where a binomial distribution is approximated to the normal distribution and (2) Using the binomial probabilities calculated from the data.
The first method uses normal distribution as an approximation to the binomial distribution. The requirements are as follows: sample size is large...
Testing a Claim about Standard Deviation
The hypothesis testing for the claim of population standard deviation (or variance) requires the data and samples to be random and unbiased. The population distribution also must be normal. There is no specific requirement on the sample size as the estimation is based on the chi-square distribution.
As a first step, the hypothesis (null and alternative) concerning the claim about...

