以下数据集：与乳酸相关的代谢改变在糖尿病肾病中的作用

A 585KB dataset integrates animal experiment biochemical measurements, processed clinical data from MIMIC-IV, and gene ontology and KEGG pathway enrichment analyses to investigate lactate-related metabolic changes. This multi-modal collection supports the specific research on the role of lactate metabolism in diabetic nephropathy. It provides a bridge between experimental findings, real-world clinical data, and systems-level biological insights.

Use Cases

• Correlating animal model biochemical measurements with human clinical data patterns.
• Performing pathway enrichment analysis based on provided GO and KEGG results.
• Validating hypotheses on lactate's role in diabetic nephropathy using multi-source evidence.
• Secondary analysis of processed clinical data extracted from the MIMIC-IV critical care database.

Strengths

• Integrates three distinct data types: animal experiments, clinical data, and bioinformatics results.
• Clinical component is derived from the well-known MIMIC-IV database, suggesting a reputable source.
• Released under a permissive CC-BY-4.0 license, enabling broad reuse.

Limitations

• Column names and a precise row count are not provided, limiting immediate understanding of data structure.
• The future 'Last updated' date of 2026-03 24 suggests a metadata error or placeholder, casting doubt on provenance timeliness.
• Descriptions are sparse, offering minimal detail on data processing, variable definitions, or analytical methods.

Provenance

Source

Author Zongtao Li; clinical data processed from MIMIC-IV.

Collection Method

Combines original animal experiment measurements, processed extraction from MIMIC-IV, and bioinformatics enrichment analyses.

Time Range

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Freshness

2026-03-24 03:10:42 (Note: This is a future date, indicating a likely metadata error.)

Geography

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