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- Introduced a comprehensive RNA velocity analysis pipeline using scVelo, including data loading, preprocessing, velocity estimation, and visualization. - Added a script for running RNA velocity analysis with customizable parameters and output options. - Created detailed documentation for IQ-TREE 2 phylogenetic inference, covering command syntax, model selection, bootstrapping methods, and output interpretation. - Included references for velocity models and their mathematical framework, along with a comparison of different models. - Enhanced the scVelo skill documentation with installation instructions, use cases, and best practices for RNA velocity analysis.
160 lines
4.8 KiB
Markdown
160 lines
4.8 KiB
Markdown
# InterPro Domain Analysis Reference
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## Entry Types
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| Type | Description | Example |
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|------|-------------|---------|
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| `family` | Group of related proteins sharing common evolutionary origin | IPR013872: p53 family |
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| `domain` | Distinct structural/functional unit that can exist independently | IPR011615: p53 tetramerisation domain |
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| `homologous_superfamily` | Proteins related by structure but not necessarily sequence | IPR009003: Peptidase, aspartic |
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| `repeat` | Short sequence unit that occurs in multiple copies | IPR000822: Ankyrin repeat |
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| `site` | Residues important for function | IPR018060: Metalloprotease active site |
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| `conserved_site` | Conserved sequence motif (functional) | IPR016152: PTB/PI domain binding site |
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| `active_site` | Catalytic residues | IPR000743: RING domain |
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| `binding_site` | Residues involved in binding | — |
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| `ptm` | Post-translational modification site | — |
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## Common Domain Accessions
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### Signaling Domains
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| Accession | Name | Function |
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|-----------|------|---------|
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| IPR000719 | Protein kinase domain | ATP-dependent phosphorylation |
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| IPR001245 | Serine-threonine/tyrosine-protein kinase | Kinase catalytic domain |
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| IPR000980 | SH2 domain | Phosphotyrosine binding |
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| IPR001452 | SH3 domain | Proline-rich sequence binding |
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| IPR011993 | PH domain | Phosphoinositide binding |
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| IPR000048 | IQ motif | Calmodulin binding |
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| IPR000008 | C2 domain | Ca2+/phospholipid binding |
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| IPR001849 | PH domain | Pleckstrin homology |
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### DNA Binding Domains
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| Accession | Name | Function |
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|-----------|------|---------|
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| IPR013087 | Zinc finger, C2H2 | DNA binding |
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| IPR017456 | CCCH zinc finger | RNA binding |
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| IPR011991 | Winged helix-turn-helix | Transcription factor DNA binding |
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| IPR011607 | MH1 domain | SMAD DNA binding |
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| IPR003313 | ARID domain | AT-rich DNA binding |
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| IPR014756 | E1-E2 ATPase, nucleotide-binding | — |
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### Structural Domains
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| Accession | Name | Function |
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|-----------|------|---------|
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| IPR001357 | BRCT domain | DNA repair protein interaction |
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| IPR000536 | Nuclear hormone receptor, ligand-binding | Hormone binding |
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| IPR001628 | Zinc finger, nuclear hormone receptor | DNA binding (NHR) |
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| IPR003961 | Fibronectin type III | Cell adhesion |
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| IPR000742 | EGF-like domain | Receptor-ligand interaction |
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## Domain Architecture Patterns
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Common multi-domain architectures and their biological meanings:
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### Receptor Tyrosine Kinases
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```
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[EGF domain]... - [TM] - [Kinase domain]
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e.g., EGFR: IPR000742 (EGF) + IPR000719 (kinase)
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```
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### Adapter Proteins
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```
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[SH3] - [SH2] - [SH3]
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e.g., Grb2, Crk — signaling adapters
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```
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### Nuclear Receptors
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```
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[DBD/C2H2 zinc finger] - [Ligand binding domain]
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e.g., ERα (ESR1)
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```
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### Kinases
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```
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[N-lobe] - [Activation loop] - [C-lobe]
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Standard protein kinase fold (IPR000719)
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```
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## GO Term Categories
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InterPro GO annotations use three ontologies:
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| Code | Ontology | Examples |
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|------|----------|---------|
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| P | Biological Process | GO:0006468 (protein phosphorylation) |
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| F | Molecular Function | GO:0004672 (protein kinase activity) |
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| C | Cellular Component | GO:0005886 (plasma membrane) |
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## InterProScan for Novel Sequences
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For protein sequences not in UniProt (novel/predicted sequences), run InterProScan:
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```bash
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# Command-line (install InterProScan locally)
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./interproscan.sh -i my_proteins.fasta -f tsv,json -dp
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# Options:
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# -i: input FASTA
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# -f: output formats (tsv, json, xml, gff3, html)
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# -dp: disable precalculation lookup (use for non-UniProt sequences)
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# --goterms: include GO term mappings
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# --pathways: include pathway mappings
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# Or use the web service:
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# https://www.ebi.ac.uk/interpro/search/sequence/
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```
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**Output fields (TSV):**
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1. Protein accession
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2. Sequence MD5
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3. Sequence length
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4. Analysis (e.g., Pfam, SMART)
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5. Signature accession (e.g., PF00397)
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6. Signature description
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7. Start
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8. Stop
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9. Score
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10. Status (T = true)
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11. Date
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12. InterPro accession (if integrated)
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13. InterPro description
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## Useful Entry ID Collections
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### Human Disease-Relevant Domains
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```python
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DISEASE_DOMAINS = {
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# Cancer
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"IPR011615": "p53 tetramerization",
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"IPR012346": "p53/p63/p73, tetramerization domain",
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"IPR000719": "Protein kinase domain",
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"IPR004827": "Basic-leucine zipper (bZIP) TF",
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# Neurodegenerative
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"IPR003527": "MAP kinase, ERK1/2",
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"IPR016024": "ARM-type fold",
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# Metabolic
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"IPR001764": "Glycoside hydrolase, family 13 (amylase)",
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"IPR006047": "Glycoside hydrolase superfamily",
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}
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```
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### Commonly Referenced Pfam IDs
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| Pfam ID | Domain Name |
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|---------|-------------|
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| PF00069 | Pkinase (protein kinase) |
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| PF00076 | RRM_1 (RNA recognition motif) |
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| PF00096 | zf-C2H2 (zinc finger) |
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| PF00397 | WW domain |
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| PF00400 | WD40 repeat |
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| PF00415 | RasGEF domain |
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| PF00018 | SH3 domain |
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| PF00017 | SH2 domain |
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| PF02196 | zf-C3HC4 (RING finger) |
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