Herein, the objective of this study is to investigate the dynamics of genetic diversity and multiplicity of infection (MOI) in clinical P. falciparum isolates from Grande Comore during two different periods (2006‒2007 and 2013‒2016) using polymorphic markers of msp-1, msp-2, and msp-3. This evidence concerns the gene ATAD1 and infection.