Individual skill
cerna-analysis
Use when building a ceRNA regulatory network from a key gene list by combining bundled miRNA-mRNA and miRNA-lncRNA database files, with flat-file CSV exports and PDF visualization in a single output directory. NOT for: differential expression, single-cell analysis, enrichment analysis, or workflows without a key gene list.
awesome-med-research-skills/Data Analysis/cerna-analysis/SKILL.md
Source commit 686e09dfdb45d9fa1a08664f06bb93769b3c9d91
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 2,047
- Repository last updated
- Sep 17, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- bioinformatics Repository topic
- computational-biology Repository topic
- data-analysis Repository topic
- ai Repository topic
- biology Repository topic
- cancer-genomics Repository topic
- data-visualization Repository topic
- differential-expression Repository topic
- genomics Repository topic
- medical Repository topic
- data Derived category
- data-databases Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 9,610 bytesSKILL.mdcore · 9,610 bytesSKILL.mdcore · 9,610 bytesSKILL.mdcore · 9,610 bytesSKILL.mdcore · 9,610 bytesSKILL.mdcore · 9,610 bytesSKILL.mdcore · 9,610 bytesSKILL.mdcore · 9,610 bytesSKILL.mdcore · 9,610 bytesSKILL.mdcore · 9,610 bytesSKILL.mdcore · 9,610 bytesSKILL.mdcore · 9,610 byteseval_report_cerna-analysis_result.jsonasset · 18,147 bytesreferences/algorithm.mddoc · 2,316 bytesreferences/cli-guide.mddoc · 7,570 bytesreferences/database/miRDB_miRNA_mRNA.csvasset · 50,358,615 bytesreferences/database/miRNA_mRNA.csvasset · 592,831 bytesreferences/database/miRTarbase_miRNA_mRNA.csvasset · 11,720,448 bytesreferences/database/starbase_miRNA_lncRNA_High.csvasset · 104,152 bytesreferences/database/starbase_miRNA_lncRNA_Low.csvasset · 333,315 bytesreferences/database/starbase_miRNA_lncRNA_Median.csvasset · 167,291 bytesreferences/database/starbase_miRNA_mRNA.csvasset · 12,676,316 bytesreferences/troubleshooting.mddoc · 3,734 bytesscripts/functions.Rasset · 2,505 bytesscripts/io.Rasset · 3,145 bytesscripts/main.Rruns · 5,976 bytesscripts/plot_functions.Rasset · 3,080 bytesscripts/run_analysis.Rasset · 1,712 bytesscripts/utils.Rasset · 3,950 bytesscripts/validation.Rasset · 2,512 bytestests/data/gene.txtdoc · 18 bytestests/run_tests.Rasset · 308 bytestests/testthat/helper-load-scripts.Rasset · 925 bytestests/testthat/test-standardization.Rasset · 6,166 bytes
Read excerpt
# ceRNA Analysis
## When to Use
Use this skill when you need to construct a ceRNA regulatory network from a known key-gene list using the bundled miRNA-mRNA and miRNA-lncRNA reference tables.
Use it for:
- Building a ceRNA network from one gene list and exporting flat CSV plus PDF outputs
- Comparing supported miRNA source modes such as `combined`, `starbase`, or pairwise overlaps
- Re-running the same local workflow with different lncRNA strictness, layout, or plotting parameters
Do not use it for: