We identified non-synonymous substitutions in the nucleotide sequences of two early COVID-19-confirmed patients, located in the ORF1ab/non-structural protein 3 (Nsp3) (at position 6312, C to A) and a silent mutation in the spike gene (position 23929, C to T). Here, HSPB3 is linked to COVID-19.