Circulating biomarkers and their implications in COVID-19 pathogenesisAruzhan Berikkyzy, Ayauly Duisenbek, Beibarys Mukhitdin, Balgyn Amanbay and Marzhan KulbayevaBIO Web Conf., 100 (2024) 01008DOI: https://doi.org/10.1051/bioconf/202410001008