Thus, this research seeks to understand the correlation between malaria and key biomarkers by investigating chronic inflammatory markers such as AGP, acute inflammatory markers like CRP, and serum IgG4 levels, in order to uncover critical insights into the inflammatory response associated with malaria. Here, ATP5MK is linked to malaria.