Based on the information gathered, I will now provide a comprehensive review of the GO-CAM model "IL15 signaling pathway (Human)" (gomodel:627d95ee00000472).
Review of IL-15 Signaling Pathway GO-CAM Model (gomodel:627d95ee00000472)¶
Model Overview¶
The GO-CAM model gomodel:627d95ee00000472 represents the IL-15 signaling pathway in humans. The model captures the signaling cascade initiated by IL-15 (interleukin-15), proceeding through receptor binding, JAK activation, and eventually leading to STAT transcription factor activity.
Pathway Structure Assessment¶
The model follows a logical signaling flow starting with: 1. IL-15 cytokine activity (P40933) 2. IL-15 receptor binding (Q13261) 3. Co-receptor activity (P14784, P31785) 4. JAK activation (P23458, P52333) 5. STAT transcription factor activity (P40763, P42229)
This structure correctly represents the biological mechanism of IL-15 signaling according to the literature and follows the GO-CAM guidelines for signaling receptor activity.
Correctness of Protein Activities and Functions¶
I've verified each protein in the model against UniProt data and literature references:
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IL-15 (P40933): Correctly annotated with "cytokine activity" (GO:0005125) and location in "extracellular space" (GO:0005615). The evidence (PMID:9097905) supports IL-15 as a secreted cytokine.
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IL-15RA (Q13261): Correctly annotated with "interleukin-15 receptor activity" (GO:0042010) and location at "cell surface" (GO:0009986). The evidence (PMID:15123770) confirms IL-15RA is expressed on cell surfaces and is involved in IL-15 receptor activity.
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IL-2RB/CD122 (P14784) and IL-2RG/CD132 (P31785): Both correctly annotated with "coreceptor activity" (GO:0015026) and location in "plasma membrane" (GO:0005886), which is supported by the literature.
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JAK1 (P23458) and JAK3 (P52333): Both appropriately annotated with "protein tyrosine kinase activity" (GO:0004713) and the correct subcellular location.
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STAT3 (P40763) and STAT5A (P42229): Both correctly annotated with "DNA-binding transcription factor activity" (GO:0003700), with STAT5A correctly located in the nucleus (GO:0005634).
Causal Relationships Assessment¶
The model uses the relation "directly positively regulates" (RO:0002629) for all causal associations, which is appropriate based on the GO-CAM guidelines for signaling pathways. The flow of causal relationships is biologically accurate:
- IL-15 → IL-15RA (direct positive regulation)
- IL-15RA → IL-2RB and IL-2RG (direct positive regulation)
- IL-2RB → JAK1 (direct positive regulation)
- IL-2RG → JAK3 (direct positive regulation)
- JAK1 → STAT3 (direct positive regulation)
- JAK3 → STAT5A (direct positive regulation)
This signaling cascade is consistent with the literature, particularly PMID:7568001 which confirms JAK1/JAK3 activation and subsequent STAT3/STAT5 phosphorylation.
Evidence Evaluation¶
The model uses appropriate evidence codes and references: - ECO:0000314 (direct assay evidence used in manual assertion) - ECO:0000315 (mutant phenotype evidence used in manual assertion) - ECO:0000304 (author statement supported by traceable reference) - ECO:0000305 (curator inference used in manual assertion)
The cited papers including PMID:8026467, PMID:9097905, PMID:15123770, and PMID:7568001 appropriately support the annotated functions and relationships.
Compliance with GO-CAM Best Practices¶
The model follows the GO-CAM best practices for representing signaling pathways:
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Receptor-ligand representation: IL-15 is correctly annotated as a cytokine that directly positively regulates its receptor (IL-15RA), which aligns with the "Signaling receptor activity annotation guidelines."
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Receptor complex representation: The receptor complex of IL-15RA, IL-2RB, and IL-2RG is appropriately modeled with each component having its own molecular function and location, following the guidelines for "How to annotate complexes in GO-CAM."
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Part-of relationships: All activities are correctly annotated as "part_of" the "interleukin-15-mediated signaling pathway" (GO:0035723).
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Compartmentalization: The model correctly represents subcellular locations for each protein, such as IL-15 in "extracellular space," receptors at the "cell surface"/"plasma membrane," and transcription factors in the "nucleus."
Areas for Improvement¶
Although the model is generally well-constructed, there are a few areas that could be improved:
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Redundant causal associations: In the IL-2RB (P14784) activity, there appear to be two identical causal associations to IL-2RG (P31785), one with evidence and one without. This redundancy could be eliminated.
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Downstream effects: The model could be extended to include the downstream transcriptional effects of STAT3 and STAT5A activation, showing which genes are regulated to complete the signaling picture.
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Additional co-regulation: Based on PMID:7568001, there could be additional cross-regulation between JAKs and STATs that isn't fully represented in the current model.
Summary¶
The GO-CAM model gomodel:627d95ee00000472 for the IL-15 signaling pathway is biologically accurate and follows GO-CAM best practices. The model properly represents the flow of IL-15 signaling from cytokine binding to transcription factor activation with appropriate molecular functions, cellular locations, and causal relationships. The minor improvements suggested could enhance the model's completeness but do not detract from its overall quality and accuracy.
The model successfully captures the key steps in IL-15 signaling, which is important for understanding immune cell regulation and has implications for understanding conditions like rheumatoid arthritis and potential therapeutic applications of IL-15 in cancer treatment.