Ingenuity Pathway Analysis of miR-130a targets

Exploratory Score: 0.800 Price: $0.50 type 2 diabetes, cardiovascular disease computational analysis Status: proposed

What This Experiment Tests

Exploratory experiment designed to discover new patterns targeting miR-130a in computational analysis. Primary outcome: identification of miR-130a target genes

Description

Using Ingenuity Pathway Analysis (IPA), this computational experiment identified genes that serve as the most significant interactors with miR-130a. The analysis aimed to understand the molecular mechanisms through which miR-130a influences angiogenic processes in extracellular vesicles. This bioinformatics approach provided insights into the regulatory networks involving miR-130a.

TARGET GENE
miR-130a
MODEL SYSTEM
computational analysis
ESTIMATED COST
$0
TIMELINE
0 months
PATHWAY
miR-130a regulatory networks
SOURCE
extracted_from_pmid_31959759
PRIMARY OUTCOME
identification of miR-130a target genes

Scoring Dimensions

Info Gain 0.00 (25%) Feasibility 0.00 (20%) Hyp Coverage 0.00 (20%) Cost Effect. 0.00 (15%) Novelty 0.00 (10%) Ethical Safety 0.00 (10%) 0.800 composite

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Mechanismsindex

Protocol

Ingenuity Pathway Analysis (IPA) of miR-130a Targets Protocol

Phase 1: Target Prediction and Network Construction (Days 1-3)

Data Preparation: Export miR-130a seed sequence (UUUUGAGU) and mature form from miRBase (v22). Curate 3'/5' UTR sequences from RefSeq for all human protein-coding genes (n=19,650). Run IPA miRNA Target Filter using Context+ scoring threshold (score ≥0.8) and seed-type conservation filter.

Network Generation: Build core analysis including: direct and indirect relationships, confidence filter set to "predicted" and "established", species limited to human/mouse/rat. Include upstream regulators, downstream effects, and causal networks.

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Expected Outcomes

Primary Outcomes

Key Target Identification: 15-30 high-confidence miR-130a target genes meeting: Context+ score ≥0.8, conservation score ≥0.6, and involvement in ≥2 canonical disease pathways. Expected top candidates: ADRB1, PPARA, VECAD/CDH5, PPARGC1A, and HOX family genes.

Secondary Outcomes

Pathway Enrichment Results: B-H FDR < 0.05 enrichment in: PI3K/AKT signaling (n~12 genes), MAPK cascade (n~8 genes), TGF-β pathway (n~6 genes). Causal network analysis identifies 3-5 activated kinases and 2-4 repressed transcription factors.

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Success Criteria

Primary Success Criteria

Network Quality: Core network must achieve IPA quality score ≥0.7 (composite of confidence,文献 support, and connectivity metrics). Canonical pathway enrichment: ≥5 significantly enriched pathways at B-H FDR < 0.05.

Target Validation: Top 10 predicted targets must have ≥1 published direct validation study or ≥2 predicted binding sites with ≥2 independent conservation evidence.

Secondary Success Criteria

Disease Relevance: ≥70% of selected targets involved in cardiovascular, metabolic, or diabetic disease networks based on IPA disease annotation.

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