The analytical process to search for metabolomics biomarkers

•The need to provide the necessary information in a given publication is emphasized.•The inclusion of metadata can be the key for reproducing or improving a given method.•Appropriate implementation of biomarkers requires complete and clear information.•Clinical adoption of biomarkers is supported on the proper method of analysis.