3rd International Conference on CRISPR Technologies
CRISPR Array Reconstruction Shields Light on Diversity and Dynamics of Escherichia coli Populations
Authors
Ekaterina Savitskaya - Presenter, Skolkovo Institute of Science and Technology
Anton Rykachevckiy, Skoltech
Polina Muzyukina, Skolkovo Institute of Science and Technology, Skolkovo
Sofia Medvedeva, Skoltech
Konstantin Severinov, Skolkovo Institute of Science and Technology
Genotyping of Escherichia coli isolates is indispensable for clinical diagnostics and epidemiological studies. MLVA (Multiple locus variable number tandem repeat), SNP (single nucleotide polymorphism) and antibiotic resistance spectrum analyzes are not sufficient to meet the needs for fast and discriminative approach. The diversity of CRISPR arrays may constitute a basis for E. coli genotyping. Here, we develop an approach based on machine learning. It uses short fragments of CRISPR arrays amplified with primers complementary to CRISPR repeats to reconstruct whole length arrays. The procedure does not need individual clone isolation and is applicable to complex microbiotas. In addition, E. coli clonal diversity and dynamics in intestinal samples revealed with the new approach will be discussed.