The genetic diversity of the severe acute respiratory syndrome coronavirus-2 (SARS-CoV2) in several countries sums up to worldwide genetic diversity. In this present study, variations in terms of missense mutations among the SARS-CoV2 genomes from 128 Indian patients, as of May 2020, are accounted and thereby some key findings with some hypotheses were made. These mutations across various genes of these genomes show wide genetic variations in sequence and rapid evolution of SARS-CoV2 virus. The presence of unique mutations in the studied SARS-CoV2 genomes may led to their attenuation. Few Genes such as ORF6, ORF10 are free from any mutations in the Indian context of 339 genomes observed as of 14th July 2020. Further, E protein contains only one mutation. This may suggest that designing a therapeutic approach against ORF6, ORF10 and E genes may have a beneficial effect in controlling COVID-19 pandemic especially in India.