# Pathway Result #47 — Analysis Report

Generated 2026-09-21 02:39:02 · 1 run(s) · CAT-G Data Analyzer

## 1. pathway (#47)

2026-09-21 02:17:58 · pathway · status: completed

*Enrichment analysis found 125 significant term(s) across the queried databases.*

### go

| go_id | go_term | namespace | gene_count | bg_count | gene_ratio | bg_ratio | p_value | fdr | genes |
|---|---|---|---|---|---|---|---|---|---|
| GO:0006355 | regulation of DNA-templated transcription | biological_process | 16 | 16 | 0.64 | 0.444444 | 0.00028 | 0.034945 | ['AGL24', 'AP1', 'CDF1', 'COL1', 'FD', 'FKF1', 'FUL', 'FWA', 'GI', 'LFY', 'LHY', 'PHYB', 'SOC1', 'SPL3', 'SVP', 'TOC1'] |
| GO:0009911 | positive regulation of flower development | biological_process | 9 | 9 | 0.36 | 0.25 | 0.021701 | 0.694444 | ['CRY2', 'FD', 'FKF1', 'FT', 'FUL', 'FWA', 'SOC1', 'SPL3', 'TSF'] |
| GO:0007623 | circadian rhythm | biological_process | 8 | 8 | 0.32 | 0.222222 | 0.035742 | 0.694444 | ['CCA1', 'COL1', 'CRY2', 'FKF1', 'GI', 'LHY', 'TOC1', 'ZTL'] |
| GO:0009908 | flower development | biological_process | 6 | 6 | 0.24 | 0.166667 | 0.090923 | 0.694444 | ['AP1', 'GI', 'LFY', 'SOC1', 'SPL3', 'ZTL'] |
| GO:0009909 | regulation of flower development | biological_process | 6 | 6 | 0.24 | 0.166667 | 0.090923 | 0.694444 | ['COL1', 'CRY2', 'FD', 'FT', 'FWA', 'LFY'] |
| GO:2000028 | regulation of photoperiodism, flowering | biological_process | 6 | 6 | 0.24 | 0.166667 | 0.090923 | 0.694444 | ['COL1', 'CRY2', 'FD', 'GI', 'LHY', 'PHYB'] |
| GO:0045893 | positive regulation of DNA-templated transcription | biological_process | 6 | 6 | 0.24 | 0.166667 | 0.090923 | 0.694444 | ['AGL24', 'AP1', 'CCA1', 'FD', 'SOC1', 'SPL3'] |
| GO:0006357 | regulation of transcription by RNA polymerase II | biological_process | 5 | 5 | 0.2 | 0.138889 | 0.140931 | 0.694444 | ['AGL24', 'AP1', 'FUL', 'SOC1', 'SVP'] |
| GO:0045944 | positive regulation of transcription by RNA polymerase II | biological_process | 5 | 5 | 0.2 | 0.138889 | 0.140931 | 0.694444 | ['AGL24', 'AP1', 'FUL', 'SOC1', 'SVP'] |
| GO:0009637 | response to blue light | biological_process | 5 | 5 | 0.2 | 0.138889 | 0.140931 | 0.694444 | ['CRY2', 'FKF1', 'GI', 'LHY', 'ZTL'] |

![enrichment network](data:image/png;base64,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)

*enrichment network*

![term gene heatmap](data:image/png;base64,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)

*term gene heatmap*

### Method & Provenance

- **Method:** Pathway enrichment — GO/KEGG/GSEA
- **Engine:** Python · scipy/gseapy 1.17.1
- **Input datasets:** gallery — example_proteomics.csv
- **Started:** 2026-09-21 02:17:58.014941
- **Permanent link:** https://cat-g-omxpert.wishartlab.com/pathway/results/by-token/fcbf2775619240969f9aed1551730c97

| Parameter | Value |
|---|---|
| organism | arabidopsis |
| namespace | biological_process |
| min_gene_count | 1 |
| n_input_genes | 25 |
| fdr_threshold | 0.05 |

**Command history**

```python
# GO/KEGG enrichment: hypergeometric test per term
```

```python
from scipy.stats import hypergeom
```

```python
p = hypergeom.sf(k - 1, N_background, K_term, n_input)
```

```python
fdr = statsmodels.stats.multitest.multipletests(p_values, method='fdr_bh')
```

```python
# GSEA: gseapy.prerank(rnk=ranked_genes, gene_sets=gmt, seed=seed)
```
