How do resistance genes correlate with antibiotics susceptibility?

Interesting articles that discusses the benefits and limitations on using PCR detected resistance genes in determining what antibiotics to use.

Predicting antimicrobial resistance using conserved genes Marcus Nguyen,Robert Olson,Maulik Shukla,Margo VanOeffelen,James J. Davis

https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008319

References

1. M. Su, S.W. Satola, and T.D. Read, "Genome-Based Prediction of Bacterial Antibiotic Resistance", Journal of Clinical Microbiology, vol. 57, 2019. http://dx.doi.org/10.1128/JCM.01405-18
2. M. Nguyen, R. Olson, M. Shukla, M. VanOeffelen, and J.J. Davis, "Predicting antimicrobial resistance using conserved genes", PLOS Computational Biology, vol. 16, pp. e1008319, 2020. http://dx.doi.org/10.1371/journal.pcbi.1008319