Serum NGAL for Early AKI Detection in Asphyxiated Neonates from Lagos

Anonymized clinical and laboratory data supports a study on serum neutrophil gelatinase-associated lipocalin as an early biomarker for acute kidney injury. The dataset includes demographic characteristics, Apgar scores, serum NGAL values at intervals, creatinine measurements, urine output, and hypoxic-ischaemic encephalopathy staging. Gbenga Akinyosoye published this 21.8 KB Excel file under a CC-BY-4.0 license in May 2026.

Use Cases

• Predicting acute kidney injury onset based on serum NGAL values and creatinine measurements.
• Correlating hypoxic-ischaemic encephalopathy staging with kidney injury outcomes.
• Analyzing the relationship between Apgar scores and subsequent biomarker levels.
• Training models to classify AKI severity using urine output and laboratory data.

Strengths

• Includes multiple clinical variables like Apgar scores, serum NGAL, creatinine, and urine output for a focused study.
• Data is anonymized, which suggests adherence to ethical research practices.
• Published under a permissive CC-BY-4.0 license, facilitating reuse.

Limitations

• The dataset is very small at 21.8 KB, indicating a limited scope and sample size.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment for machine learning tasks.

Provenance

Source

figshare

Collection Method

Likely collected from clinical assessments and laboratory tests of asphyxiated term neonates.

Freshness

Last updated 2026-05-24 20:44:46; freshness should be verified.

Geography

Lagos, Nigeria