Collection of genomic data typically involves sequencing technologies like Next-Generation Sequencing (NGS). Samples can be taken from infected individuals, carriers, or even environmental sources. The collected genetic material is then sequenced and analyzed using bioinformatics tools to identify specific genetic markers and mutations.