Gram-Negative Bacteria Antimicrobial Resistance Patterns From Urine Cultures

Julieth Kaaya published a dataset detailing antimicrobial resistance patterns of gram-negative bacteria isolated from urine cultures. The dataset is stored in an Excel file sized at 5.5 KB. It was last updated on March 26, 2026.

Use Cases

• Analyze resistance rates for specific antibiotics like Tetracycline against pathogens such as Klebsiella pneumoniae.
• Model antimicrobial susceptibility patterns to guide empirical therapy for urinary tract infections.
• Assess the prevalence of resistant gram-negative bacteria like Pseudomonas aeruginosa in urine culture isolates.
• Use Modified Poisson Regression on resistance outcome data to identify risk factors for antimicrobial resistance.

Strengths

• Data includes specific pathogens like Klebsiella pneumoniae and Pseudomonas aeruginosa.
• Contains quantified resistance metrics such as '100 Tetracycline' and '70 5'.

Limitations

• Dataset is very small at 5.5 KB, indicating limited scope and sample size.
• Specific row count, column names, and temporal coverage are unknown.
• Geographic origin of the samples is not specified, limiting generalizability.

Provenance

Source

Julieth Kaaya via figshare.

Collection Method

Derived from processed semi-quantitative urine culture results.

Freshness

Last updated March 26, 2026.