24The under-representation of several ethnic groups in existing genetic databases and studies 25 have undermined our understanding of the genetic variations and associated traits or diseases 26 in many populations. Cost and technology limitations remain the challenges in performing large-27 scale genome sequencing projects in many developing countries, including Vietnam. As one of 28 the most rapidly adopted genetic tests, non-invasive prenatal testing (NIPT) data offers an 29 alternative untapped resource for genetic studies. Here we performed a large-scale genomic 30 analysis of 2,683 pregnant Vietnamese women using their NIPT data and identified a 31 comprehensive set of 8,054,515 single-nucleotide polymorphisms, among which 8.2% were 32 new to the Vietnamese population. Our study also revealed 24,487 disease-associated genetic 33 variants and their allele frequency distribution, especially 5 pathogenic variants for prevalent 34 genetic disorders in Vietnam. We also observed major discrepancies in the allele frequency 35 distribution of disease-associated genetic variants between the Vietnamese and other 36 populations, thus highlighting a need for genome-wide association studies dedicated to the 37 Vietnamese population. The resulted database of Vietnamese genetic variants, their allele 38 frequency distribution, and their associated diseases presents a valuable resource for future 39 genetic studies. 40