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May 12, 2020Frontiers in GeneticsOpen Access

Identification and Validation of Potential Biomarkers and Their Functions in Acute Kidney Injury

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Key result

Bilateral renal ischemia and reperfusion in mice significantly upregulated several crucial genes, with Krt20 identified as the top upregulated gene with a log2 fold change larger than 10.

Why the study?

Acute kidney injury is associated with high morbidity, mortality, and health-care costs with limited therapeutic measures, prompting investigation into crucial correlated genes and their functions.

Population

High-throughput datasets GSE52004 and GSE98622 from Gene Expression Omnibus

Design

Integrated bioinformatics analysis and experimental validation study

Authors

JCJianwen ChenYCYalei ChenAOAlberto Olivero

Discussion

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Member takes

Overview

Krt20 and Egr1 emerge as candidate AKI targets in animal models; hypothesis-generating and requires human validation before clinical consideration.

Structured PICO

P
Population
12 male C57BL/6 mice subjected to bilateral renal ischemia and reperfusion surgery or sham surgery to validate AKI biomarkers.
I
Intervention
Bioinformatics analysis (DEGs, GO/KEGG, PPI network) and experimental validation (qRT-PCR, Western blot, immunofluorescence)
O
Outcome
Identification of differentially expressed genes (DEGs) and hub genes correlated with acute kidney injurysurrogate

Main Result

Effect estimate: log2 fold change > 10

p-value: p=<0.05

Integrated bioinformatics analysis and experimental validation identified crucial genes such as Krt20 and Egr1 that may serve as potential diagnostic and therapeutic targets for acute kidney injury.

Limitations

  • Lack of human kidney tissue sample data
  • More high-throughput microarray and high-throughput sequencing need to be included
  • Gene expression level and gene function should be validated by further experiments

Cite This Study

Chen et al. (2020) studied Acute Kidney Injury (n=12). Bilateral renal ischemia and reperfusion vs. Sham surgery was evaluated on Differential gene expression (e.g., Krt20 upregulation) (log2 fold change > 10, p=<0.05). Bilateral renal ischemia and reperfusion in mice significantly upregulated several crucial genes, with Krt20 identified as the top upregulated gene with a log2 fold change larger than 10.

synapsesocial.com/papers/6a93953b04d7c7946bb84cfehttps://doi.org/10.3389/fgene.2020.00411
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Identification of novel prognostic targets in acute kidney injury using bioinformatics and next generation sequencing data analysis2024
  2. 2Diagnostic Biomarkers and Targeted Drug Prediction for Acute Kidney Injury: A Computational Approach2025 · 2 citations
  3. 3Identification of hub genes associated with acute kidney injury induced by renal ischemia–reperfusion injury in mice2022 · 22 citations
  4. 4Unraveling the molecular landscape and therapeutic strategies for acute kidney injury: insights from transcriptomics, network pharmacology, virtual screening, and in vitro experiments2026 · 2 citations
  5. 5Identification of hub genes and enriched pathways in renal ischemia–reperfusion injury via integrative transcriptomic and network analysis2025