Fe3O4@PVP@Amp Nanocomposite: Antibiotic Release and MIC Regression Analysis

Stanislav Ye. Lytvyn published data on April 14, 2026, concerning a ligand-free magnetite nanocomposite conjugated with ampicillin. The 928.9 KB dataset includes synthesis details, ampicillin loading, release kinetics, and regression analysis of release data. It also contains the determination and statistical analysis of the Minimum Inhibitory Concentration (MIC) for the nanocomposite.

Use Cases

• Modeling ampicillin release kinetics based on regression analysis data
• Comparing the antimicrobial efficacy of nanocomposites based on Minimum Inhibitory Concentration (MIC) values
• Analyzing the relationship between synthesis parameters and drug loading capacity
• Performing statistical hypothesis testing on MIC data using methods like the Kruskal-Wallis test

Strengths

• Data includes regression analysis for release kinetics, providing a quantitative model.
• Statistical analysis of Minimum Inhibitory Concentration (MIC) is included.
• Dataset is published under a permissive CC-BY-4.0 license.
• File size is 928.9 KB, allowing for quick download and inspection.

Limitations

• Row count and column-level documentation are unknown, requiring manual inspection after download.
• Description metadata is limited; actual data quality and structure must be verified.
• The dataset's small scale (928.9 KB) suggests limited scope and sample size.

Provenance

Source

figshare

Collection Method

Likely contains experimental data from laboratory synthesis and analysis.

Time Range

Publication date is 2026-04-14; experimental time range is not specified.

Freshness

Last updated 2026-04-14 17:29:54

Geography

Spatial coverage is not specified.