Genomic surveillance of Methicillin Resistant Staphylococcus aureus in Saudi Arabia.
Alarawi, M. S.; Altammami, M.; H. Abutarboush, M.; Kulmanov, M.; Mawsil Alkuraythi, D.; Kafkas, S.; Radley, R.; Abdelhakim, M.; Aldakhil, H. M.; A. Bawazeer, R.; A. Alolayan, M.; M. Alnafjan, B.; A. Huraysi, A.; Almaabadi, A.; A Suliman, B.; G Aljohani, A.; A. Hemeg, H.; Abujamel, T. S.; Hashem, A. M.; Al-Zahrani, I. A.; S Abdoh, M.; I Hobani, H.; F Felemban, R.; A Alhazmi, W.; Hong, P.; Alghoribi, M. F.; Al Johani, S. M.; BALKHY, H. H.; Alswaji, A. A.; ALZAYER, M.; Alalwan, B.; Kaaki, M.; Hala, S.; Ahmad Fallatah, O.; Ahmad Bahitham, W.; Yahya Zakri, S.; A Alshehri, M.; Kameli, N.; Algaissi,
Show abstract
Methicillin-resistant Staphylococcus aureus (MRSA) surveillance in regions with mass gatherings presents unique challenges for public health systems. Saudi Arabia, hosting millions of pilgrims annually, provides a distinctive setting for studying how human mobility shapes bacterial populations, yet comprehensive genomic surveillance data from this region remains limited. Here, we present an integrated analysis of S. aureus isolates collected across seven Saudi Arabian regions, combining whole-genome sequencing with extensive antimicrobial susceptibility testing and standardized metadata following FAIR data principles. Our analysis revealed striking differences between pilgrimage and non-pilgrimage cities. Pilgrimage cities showed significantly higher genetic diversity and antimicrobial resistance rates, harboring numerous international strains including recognized clones from diverse geographic origins. Reported lineage dynamics is changing, expanding toward community clones. While genomic prediction of antimicrobial resistance showed high accuracy for some antibiotics, particularly beta-lactams, with varying performance for others, highlighting the necessity for phenotypic testing in clinical settings. Our findings demonstrate how mass gatherings drive bacterial population structures and emphasize the importance of integrated surveillance approaches in regions with significant global connectivity and travel. ImportanceGenomic data enables the tracking of pathogens by revealing clonal expansions within populations and identifying successful lineages. However, comprehensive national-level data from Saudi Arabia remains limited on a large scale. The adoption of FAIR principles and reproducible workflows ensures robust, consistent analysis, fostering effective data sharing. The OneHealth approachs success depends on the integration and collaboration across diverse domains in todays digital landscape.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Transmissible antimicrobial resistance in Escherichia coli isolated from household drinking water in Ibadan, Nigeria 95%
- Genomic surveillance of antimicrobial resistance shows cattle are a moderate source of multi-drug resistant non-typhoidal Salmonella in Mexico 95%
- Gut carriage of antimicrobial resistance genes in women exposed to small-scale poultry farms in rural Uganda: a feasibility study 95%
Similar papers in this journal
- Raw milk for human consumption may carry antimicrobial resistance genes 95%
- Genomic insights of high-risk clones of ESBL-producing Escherichia coli isolated from community infections and commercial meat in Southern Brazil 94%
- Plasmid diversity among genetically related Klebsiella pneumoniae blaKPC-2 and blaKPC-3 isolates collected in the Dutch national surveillance 94%
Similar papers in this journal
- Clinical implementation of routine whole-genome sequencing for hospital infection control of multi-drug resistant pathogens 97%
- Genome Sequencing Identifies Previously Unrecognized Klebsiella pneumoniae Outbreaks in Neonatal Intensive Care Units in the Philippines 96%
- High-Resolution Genomic Profiling of Carbapenem-Resistant Klebsiella pneumoniae Isolates: A Multicentric Retrospective Indian Study 96%
Similar papers in this journal
- Strain Differences in Bloodstream and Skin Infection MRSA isolated between 2019-2021 in a Single Health System 95%
- Influence of Sequencing Technology on Pangenome-level Analysis and Detection of Antimicrobial Resistance Genes in ESKAPE Pathogens 94%
- Expansion of a subset within C2 clade of Escherichia coli sequence type 131 (ST131) is driving the increasing rates of Aminoglycoside resistance: a molecular epidemiology report from Iran 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.