Meta-analyses are increasingly used for synthesis of evidence from biomedical research, and often include an assessment of publication bias based on visual or analytical detection of asymmetry in funnel plots. We studied the influence of different normalisation approaches, sample size and intervention effects on funnel plot asymmetry, using empirical datasets and illustrative simulations. We found that funnel plots of the Standardized Mean Difference (SMD) plotted against the standard error (SE) are susceptible to distortion, leading to overestimation of the existence and extent of publication bias. Distortion was more severe when the primary studies had a small sample size and when an intervention effect was present. We show that using the Normalised Mean Difference measure as effect size (when possible), or plotting the SMD against a sample size-based precision estimate, are more reliable alternatives. We conclude that funnel plots using the SMD in combination with the SE are unsuitable for publication bias assessments and can lead to false-positive results.
16 June 2015 in Evidence-based Preclinical Medicine
Hypertrophic cardiomyopathy (HCM) is the most prevalent inherited cardiac disease. The impact of HCM on quality of life (QoL) and societal costs remains poorly understood. This prospective multi-centre burden of disease study estimated QoL and societal costs of genotyped HCM patients and genotype-positive phenotype-negative (G+/P-) subjects. Participants were categorized into three groups based on genotype and phenotype: 1) G+/P- (left ventricular (LV) wall thickness <13 mm), 2) non-obstructive HCM (nHCM, LV outflow tract (LVOT) gradient <30 mmHg), and 3) obstructive HCM (oHCM, LVOT gradient ≥30 mmHg). We assessed QoL with EQ-5D-5L and Kansas City Cardiomyopathy Questionnaires (KCCQ). Societal costs were measured using medical consumption (iMCQ) and productivity cost (iPCQ) questionnaires. We performed subanalyses within three age groups: <40, 40-59, and ≥60 years. From three Dutch hospitals, 506 subjects were enrolled (84 G+/P-, 313 nHCM, 109 oHCM; median age 59 years, 39% female). HCM (both nHCM and oHCM) patients reported reduced QoL vs G+/P- subjects (KCCQ: 88 vs 98, EQ-5D-5L: 0.88 vs 0.96; both p<0.001). oHCM patients reported lower KCCQ scores than nHCM patients (83 vs 89, p=0.036). Societal costs were significantly higher in HCM patients (€19,035/year vs €7,385/year) compared to G+/P- controls, mainly explained by higher healthcare costs and productivity losses. Being symptomatic and of younger age (<60 years) particularly led to decreased QoL and increased costs. HCM is associated with decreased QoL and increased societal costs, especially in younger and symptomatic patients. oHCM patients were more frequently symptomatic than nHCM patients. This study highlights the substantial disease burden of HCM and can aid in assessing new therapy cost-effectiveness for HCM in the future.
A systematic search on Medline, Embase, and Cochrane resulted in 19 retrospective studies (published from 2010-2020) reporting SIFs in the work-up for TAVI.