Data were analyzed using an array of bioinformatic tools including FASTQC, Trimmomatic, Ensemble, Bowtie2, GATK, SAMtools, Python Comut, T2Diacod, StringDB, Gene Ontology, and KEGG.<h4>Results</h4>The genes <i>THADA</i>, <i>NOTCH4</i>, and <i>TNXB</i> met the genome-wide threshold and showed minimal T2D association. This evidence concerns the gene TNXB and type 2 diabetes mellitus.