We read with a great interest the paper by Tang et al. [1]. In this study, the authors identified that milrinone significantly improves cardiac function in patients with acute heart failure after acute myocardial infarction. Furthermore, this drug does not seem to be associated with an increased risk of adverse effects, including arrhythmias, in the short-term. Considering the relevance of this subject, we would like to present a complementary conceptual perspective to improve the interpretation of the findings. Although these conclusions have been quite interesting, the inclusion of a few studies mainly restricted to Chinese subjects, raising methodological reflections with direct implications for the practical application of the results. Both research approaches (systematic review and meta-analysis) are traditionally idealized to summarize the studies obtained by an exhaustive search process, providing the highest level of evidence needed for decision-making in clinical practice [2]. As the research topic is generally narrow, comprehensive search strategies should be developed combining adequate levels of sensitivity (needed for completeness) and specificity (needed for efficiency) to identify all relevant studies [2]. Considering that few studies were recovered in the study of Tang et al., could be relevant for revising the boundaries of research. We considered that the language limitation greatly impaired the recovery of relevant studies. Although expanding the search for studies in unfamiliar languages is harder, this strategy greatly increases the comprehensiveness of the findings and the external validity of the study [2]. Even more importantly, considering the biological variability for cardiovascular drug therapy in specific populations [3,4] and the fact that most of the outcome included in the meta-analysis were restricted to Chinese studies, the external validity of the findings of this study should be discussed, especially considering the implication for other populations. As considered by the authors, 'the results of this meta-analysis should be interpreted prudently'. Thus, we believe that it would be of great relevance for the authors to provide a table of excluded studies written in other languages besides English and Chinese. This strategy would optimize and valorize the results of the research process, providing objective information to the readers and encouraging further and more comprehensive systematic reviews and meta-analyses within this subject.