Background: Preventing the evolution of subclinical cardiac disease into overt heart failure (HF) is of paramount importance. Imaging techniques, particularly transthoracic echocardiography (TTE), are well suited to identify abnormalities in cardiac structure and function which precede the development of HF.Methods: This meta-analysis provides a comprehensive evaluation of 32 studies from 11 individual cohorts which assessed cardiac indices from TTE (63%), cardiovascular magnetic resonance (CMR; 34%), or cardiac computed tomography (CCT; 16%). Eligible studies focused on measures of left ventricular (LV) geometry and function and were highly heterogeneous.Results: Among the variables that could be assessed through a meta-analytic approach, LV systolic dysfunction, defined as LV ejection fraction (LVEF) lower than 50%, and LV dilation were associated with a 5-fold (hazard ratio [HR] 4.76, 95% confidence interval [CI] 1.85 to 12.26) and 3fold (HR 3.14, 95% CI 1.37 to 7.19) increased risk of HF development, respectively. Any degree of diastolic dysfunction conveyed an independent, albeit weaker, association with HF (HR 1.48, 95% CI 1.11-1.96), while there was only a trend for LV hypertrophy in predicting incident HF (HR 2.85, 95% CI 0.82-9.85).Conclusions: LVEF <50%, LV dilation and diastolic dysfunction are independent predictors of incident HF among asymptomatic individuals, while LV hypertrophy seems less predictive. These findings may serve as framework for implementing imaging-based screening strategies in patients at risk of HF and inform future studies testing preventive or therapeutic approaches aiming at thwarting or halting the progression from asymptomatic (pre-clinical) to overt HF.