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Fix: GPR curation for Androgen metabolism and Prostaglandin biosynthe…
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…sis (#935)

* Fix: GPR curation for Androgen metabolism and Prostaglandin biosynthesis

* chore: add macaw test result

* chore: add gene essentiality test result

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Co-authored-by: JHL-452b <[email protected]>
Co-authored-by: feiranl <[email protected]>
Co-authored-by: feiranl <[email protected]>
Co-authored-by: Eduard Kerkhoven <[email protected]>
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5 people authored Dec 17, 2024
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2 changes: 1 addition & 1 deletion data/testResults/README.md
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The file here contains results from the [MACAW](https://github.com/Devlin-Moyer/macaw) `dead_end_test` and `duplicate_test` tests, and from cell-line specific gene essentiality prediction based on the [Hart _et al._ (2015)](https://doi.org/10.1016/j.cell.2015.11.015) dataset.

The test results shown here were obtained by the GitHub Actions run in **PR #907** (MACAW) and **PR #675** (gene essentiality), and will be updated by any subsequent PR. Summary results are shown as a comment in the corresponding PR.
The test results shown here were obtained by the GitHub Actions run in **PR #935** (MACAW) and **PR #935** (gene essentiality), and will be updated by any subsequent PR. Summary results are shown as a comment in the corresponding PR.

### MACAW: `dead_end_test`
Looks for metabolites in Human-GEM that can only be produced by all reactions they participate in or only consumed, then identifies all reactions that are prevented from sustaining steady-state fluxes because of each of these dead-end metabolites. The simplest case of a dead-end metabolite is one that only participates in a single reaction. Also flags all reversible reactions that can only carry fluxes in a single direction because one of their metabolites can either only be consumed or only be produced by all other reactions it participates in.
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12 changes: 6 additions & 6 deletions data/testResults/gene-essential.csv
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cellLine,TP,TN,FP,FN,accuracy,sensitivity,specificity,F1,MCC
DLD1,36,2185,59,279,0.8679,0.1143,0.9737,0.1756,0.1529
GBM,34,2165,61,298,0.8597,0.1024,0.9726,0.1593,0.1333
HCT116,46,2207,53,309,0.8616,0.1296,0.9765,0.2026,0.1905
HELA,30,2263,69,254,0.8765,0.1056,0.9704,0.1567,0.124
RPE1,14,2204,81,259,0.8671,0.05128,0.9646,0.07609,0.02585
all,7,2408,92,109,0.9232,0.06034,0.9632,0.06512,0.0254
DLD1,36,2183,59,279,0.8678,0.1143,0.9737,0.1756,0.1529
GBM,34,2163,61,298,0.8595,0.1024,0.9726,0.1593,0.1333
HCT116,46,2205,53,309,0.8615,0.1296,0.9765,0.2026,0.1904
HELA,30,2262,69,253,0.8768,0.106,0.9704,0.1571,0.1244
RPE1,14,2202,81,259,0.867,0.05128,0.9645,0.07609,0.0258
all,7,2406,92,109,0.9231,0.06034,0.9632,0.06512,0.02537
14 changes: 7 additions & 7 deletions model/Human-GEM.yml
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- MAM02630c: -1
- lower_bound: 0
- upper_bound: 1000
- gene_reaction_rule: "ENSG00000148795 or ENSG00000197580"
- gene_reaction_rule: "ENSG00000148795"
- rxnNotes: ""
- rxnFrom: "HMRdatabase"
- eccodes: "1.14.99.-"
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- MAM02630r: -1
- lower_bound: -1000
- upper_bound: 1000
- gene_reaction_rule: "ENSG00000148795 or ENSG00000197580"
- gene_reaction_rule: "ENSG00000148795"
- rxnNotes: ""
- rxnFrom: "HMRdatabase"
- eccodes: "1.14.99.-"
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- MAM02969c: 1
- lower_bound: 0
- upper_bound: 1000
- gene_reaction_rule: "ENSG00000025423 or ENSG00000086696 or ENSG00000108786 or ENSG00000130948 or ENSG00000132196 or ENSG00000149084 or ENSG00000196139 or ENSG00000198189 or ENSG00000204228"
- gene_reaction_rule: "ENSG00000025423 or ENSG00000086696 or ENSG00000108786 or ENSG00000130948 or ENSG00000132196 or ENSG00000196139 or ENSG00000198189 or ENSG00000204228"
- rxnNotes: ""
- rxnFrom: "HMRdatabase"
- eccodes: "1.1.1.62;1.1.1.64"
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- MAM02969r: 1
- lower_bound: 0
- upper_bound: 1000
- gene_reaction_rule: "ENSG00000025423 or ENSG00000086696 or ENSG00000108786 or ENSG00000130948 or ENSG00000132196 or ENSG00000149084 or ENSG00000196139 or ENSG00000198189 or ENSG00000204228"
- gene_reaction_rule: "ENSG00000025423 or ENSG00000108786 or ENSG00000130948 or ENSG00000132196 or ENSG00000149084 or ENSG00000196139 or ENSG00000198189"
- rxnNotes: ""
- rxnFrom: "HMRdatabase"
- eccodes: "1.1.1.62;1.1.1.64"
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- MAM02786c: 1
- lower_bound: -1000
- upper_bound: 1000
- gene_reaction_rule: "ENSG00000163684 or ENSG00000244486"
- gene_reaction_rule: "ENSG00000244486"
- rxnNotes: ""
- rxnFrom: "HMRdatabase"
- eccodes: "4.2.1.-"
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- MAM02794c: 1
- lower_bound: 0
- upper_bound: 1000
- gene_reaction_rule: "ENSG00000196139"
- gene_reaction_rule: ""
- rxnNotes: ""
- rxnFrom: "HMRdatabase"
- eccodes: "1.1.1.188"
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- MAM02785c: 1
- lower_bound: -1000
- upper_bound: 1000
- gene_reaction_rule: "ENSG00000163684 or ENSG00000244486"
- gene_reaction_rule: "ENSG00000244486"
- rxnNotes: ""
- rxnFrom: "HMRdatabase"
- eccodes: "4.2.1.-"
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