G154S
Category 3/4 — Most DruggableUncertain significanceCytoplasmic · predictedSource cardInteractive 3D Structure
Bond changes · DynaMut2 interaction analysis
| Interaction type | Wild-type partner | Mutant partner | Status |
|---|---|---|---|
| Hydrogen bond | S123 | S123 | Preserved |
| Hydrogen bond | C124 | C124 | Preserved |
| Hydrogen bond | N159 | N159 | Preserved |
| Polar contact | — | S123 | Gained |
| Polar contact | — | C124 | Gained |
| Polar contact | — | V127 | Gained |
| Polar contact | — | R152 | Gained |
| Polar contact | — | T156 | Gained |
| Polar contact | N159 | N159 | Preserved |
| Van der Waals | — | V127 | Gained |
| Van der Waals | — | T156 | Gained |
Lost / gained / preserved interatomic contacts at the variant residue, from the DynaMut2 (Arpeggio) interaction analysis of the wild-type and energy-minimized mutant structures.
Computational Predictions
This variant is in a water-facing region, which is the regime the stability predictor was built and benchmarked for. Ordinary predictor error still applies.
Clinical Evidence
Observed at very low frequency in gnomAD.
ClinVar classifies this variant as Uncertain significance, but does not state what it is classified for. ClinVar records no condition for this variant. A classification without a phenotype and an inheritance mode cannot be read as a statement about Wolfram syndrome risk or severity.
- Phenotype scope is interpretation of submitted records. The computed values on this card (AlphaMissense, DynaMut2 ΔΔG, pLDDT) are measurements of the model, not of a patient.
- Presentation cannot be generalised from neighbouring variants: one nucleotide over can present very differently. Structural similarity supports a mechanistic hypothesis, never a phenotype claim.
Review status: 1★ single submitter. ClinVar "conditions" is the union of all submissions; 0–1★ entries are submitted conditions, not documented phenotypes.
Highest in European (non-Finnish): AF 0.00027% (3 of 1,093,020 alleles), in line with the global figure.
No homozygotes reported in gnomAD v4. For a recessive allele this is expected and is not, on its own, evidence either way.
| Ancestry group | Allele freq. | AC / AN | Hom. | Carrier est. |
|---|---|---|---|---|
| European (non-Finnish) | 0.00027% | 3 / 1,093,020 | 0 | ~1 in 182170 |
Source: gnomAD r4, retrieved 2026-08-21. Values are allele frequencies. The carrier estimate is derived from the allele frequency (Hardy-Weinberg, ~2·AF) and is an approximation, not a published figure — where a published carrier frequency exists it outranks this column and is cited on the card.
Full Variant Card
WFS1 Wolframin — G154S Variant Card
Molecular Atlas Pilot · RareResearch.AI · Generated by wolfram-variant-card skill
Glycine → Serine at position 154. N-terminal cytoplasmic (intrinsically disordered). ClinVar Uncertain significance, AlphaMissense 0.951, DynaMut2 ΔΔG -0.72 kcal/mol (destabilising).
Identity
| Field | Value |
|---|---|
| Variant | G154S (p.Glycine154Serine) |
| DNA change | c.460G>A |
| Gene · Protein | WFS1 · Wolframin (890 aa) |
| UniProt | O76024 · WFS1_HUMAN |
| ClinVar accession | VCV004714809 |
| Amino acid change | Glycine (G) → Serine (S) |
Structural Context
| Field | Value |
|---|---|
| AlphaFold model | AF-O76024-F1, v6 |
| pLDDT at residue 154 | 87.12 — well-folded |
| Domain | N-terminal cytoplasmic (intrinsically disordered) |
| Position context | N-terminal cytoplasmic (intrinsically disordered) |
| IDR flag | No — pLDDT above 50 threshold |
UniProt features at this position:
(none catalogued)
Position 154 sits in N-terminal cytoplasmic (intrinsically disordered). The wild-type residue is small/flexible (glycine — backbone flexibility, no sidechain); the mutant is small polar (serine — hydroxyl). The chemistry shift implies altered local packing, hydrogen-bonding, and/or electrostatics at this site.
Computational Predictions
AlphaMissense
| Field | Value |
|---|---|
| am_pathogenicity | 0.9512 |
| am_class | likely pathogenic |
| Interpretation | Likely pathogenic (threshold 0.564) |
DynaMut2
| Field | Value |
|---|---|
| ΔΔG (kcal/mol) | -0.72 (Destabilising) |
| Job ID | 178092099398 |
| Result URL | Job 178092099398 · retrieved 2026-06-08 — result self-hosted by RareResearch.AI (Biosig no longer serves this page) |
Clinical Evidence
Inheritance and scope
Uncertain significance — phenotype scope not stated in ClinVar
ClinVar classifies this variant as Uncertain significance, but does not state what it is classified for. ClinVar records no condition for this variant. A classification without a phenotype and an inheritance mode cannot be read as a statement about Wolfram syndrome risk or severity.
Phenotype scope is interpretation of submitted records. The computed values on this card (AlphaMissense, DynaMut2 ΔΔG, pLDDT) are measurements of the model, not of a patient. Presentation cannot be generalised from neighbouring variants: one nucleotide over can present very differently. Structural similarity supports a mechanistic hypothesis, never a phenotype claim.
| Field | Value |
|---|---|
| Classification | Uncertain significance |
| Review status | criteria provided, single submitter |
| Last evaluated | 2025/03/10 00:00 |
| Inheritance | Inheritance pattern not specified in ClinVar entry; WFS1 has both AD and AR presentations. |
| WFS1 variant landscape | G154S is 1 of ~326 pathogenic-spectrum variants in WFS1 (out of 2,243 catalogued in ClinVar) |
(no conditions catalogued)
Research Path Decision Tree
ΔΔG < 2 + binding site affected → CATEGORY 3 — docking experiments
ΔΔG 2–4 → CATEGORY 2 — pharmacological chaperones
ΔΔG > 4 → CATEGORY 1 — gene therapy
pLDDT < 50 → CATEGORY 5 — IDR, experimental only
Stable fold + functional site hit → CATEGORY 4 — site-specific docking
Final Schema Categorization
Category 3/4 — Most Druggable
<strong>Category 3/4 — Most Druggable</strong><br/><br/>|ΔΔG|=0.72 < 2 kcal/mol (fold intact) + AlphaMissense 0.951 confirms functional impact. Specific local contacts disrupted — priority for docking and pharmacological chaperone screening.
Why this card matters. Wolframin's fold survives this substitution (|ΔΔG|=0.72 kcal/mol). The pathogenic signal is real — AlphaMissense places it at 0.951. Protein still folds, but a specific local site is broken. Pharmacological chaperones and small-molecule binders are the rational therapeutic vector.
Files in this folder
AF-O76024-F1-model_v6.pdb— AlphaFold structureG154S_molstar_viewer.html— interactive 3D viewer (auto-highlights position 154 with ball-and-stick + neighbors within 5Å)G154S_variant_card.md— this card (source of truth)G154S_variant_card.html— styled printable cardG154S_dynamut2_summary.html— clean offline DynaMut2 result carddynamut2_result.json— structured result datadynamut2_result_page.html— local snapshot of the Biosig result page (asset URLs absolutized)G154S_wildtype_interactions.pse/G154S_mutant_interactions.pse— PyMOL sessions
Generated by wolfram-variant-card skill · RareResearch.AI Molecular Atlas Every assumption documented. Every score sourced.
Feed this card to Wolfram Intelligence
Download the G154S PDF below and upload it to Wolfram Intelligence to generate therapeutic-strategy proposals — guanidinium mimetics, sigma-1 agonist docking, NAC thiol-capping. NAC is already on the bench-testing list.