This book focus on COVID-19 topics, with emphasis on metabolomics and diagnosis. The chapters cover the chemical science for prevention and understanding outbreaks of infectious diseases. This book compiles the most widespread methodologies of application of quality statistical tools added to the evaluation of diagnostic tests for detection of SARS-CoV-2, metabolic behavior of COVID infection severity, and trends in rapid test for COVID-19.