RareResearch.AI
← Back to atlas

L362F

Category 3/4 — Most DruggableUncertain significanceTransmembrane · predictedSource card
LeucinePhenylalanine at position 362 · Lumenal loop 1 · WFS1 (Wolframin)

Interactive 3D Structure

Wild-type reference
Wild-type L362 — hydrogen bond to Q366
Fullscreen ↗
DynaMut2 mutant · L362F
Mutant F362 — hydrogen bond contact to V358 lost
Fullscreen ↗

Bond changes · DynaMut2 interaction analysis

1 lost2 gained10 preserved
Interaction typeWild-type partnerMutant partnerStatus
Hydrogen bondV358V358Preserved
Hydrogen bondI359I359Preserved
Hydrogen bondF365F365Preserved
Hydrogen bondQ366Q366Preserved
Polar contactV358V358Preserved
Polar contactI359I359Preserved
Polar contactF365F365Preserved
Polar contactQ366Q366Preserved
Aromatic / πF439Gained
Van der WaalsV358Lost
Van der WaalsF439Gained
HydrophobicV358V358Preserved
HydrophobicF439F439Preserved

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

DynaMut2 ΔΔG
-0.58kcal/mol
Destabilising — mild
AlphaMissense
0.792
likely pathogenic
AlphaFold pLDDT
88
model confidence
Schema
Cat 3/4
Category 3/4 — Most Druggable
ΔΔG confidence: Reduced confidence · Transmembrane
  • transmembrane position; predictor benchmarked on soluble proteins

This variant sits in the transmembrane band. The stability value was computed with a predictor benchmarked on water-soluble proteins. Published benchmarks of ddG predictors on membrane proteins report correlation below 0.4. Treat the magnitude as unreliable and the sign as weak evidence only.

Do not rank this value against a variant from a different region on ΔΔG alone.

Clinical Evidence

ClinVar classificationUncertain significance
Review statuscriteria provided, single submitter
Associated conditionsInborn genetic diseases
Population frequency (gnomAD v4)Ultra-rare · AF 0.0058%
cDNA changec.1084C>T
ClinVar accessionVCV002557658
Last evaluated2023/06/06 00:00

Observed at very low frequency in gnomAD.

Classified for1★ unverified submission

ClinVar classifies this variant as Uncertain significance, but does not state what it is classified for. ClinVar records the condition only as "Inborn genetic diseases". 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.

Population frequency
Global (all ancestries)
AF 0.0058% · 93 / 1,611,924 alleles
Homozygotes
0
Highest-frequency population
European (non-Finnish) · AF 0.0075%

Highest in European (non-Finnish): AF 0.0075% (88 of 1,180,028 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 groupAllele freq.AC / ANHom.Carrier est.
European (non-Finnish)0.0075%88 / 1,180,0280~1 in 6700
African / African American0.0040%3 / 74,9420~1 in 12490
Remaining individuals · under-sampled0.0016%1 / 62,4700
South Asian · under-sampled0.0011%1 / 91,0880

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 — L362F Variant Card

Molecular Atlas Pilot · RareResearch.AI · Generated by wolfram-variant-card skill

Leucine → Phenylalanine at position 362. Lumenal loop 1. ClinVar Uncertain significance, AlphaMissense 0.792, DynaMut2 ΔΔG -0.58 kcal/mol (destabilising).


Identity

FieldValue
VariantL362F (p.Leucine362Phenylalanine)
DNA changec.1084C>T
Gene · ProteinWFS1 · Wolframin (890 aa)
UniProtO76024 · WFS1_HUMAN
ClinVar accessionVCV002557658
Amino acid changeLeucine (L) → Phenylalanine (F)

Structural Context

FieldValue
AlphaFold modelAF-O76024-F1, v6
pLDDT at residue 36288.44 — well-folded
DomainLumenal loop 1
Position contextC-terminal lumenal domain · position 362 projects into the ER lumen
IDR flagNo — pLDDT above 50 threshold

UniProt features at this position:

(none catalogued)

Position 362 sits in the C-terminal lumenal domain (residues 653–869), wolframin's largest soluble region. This domain projects into the ER lumen and is implicated in calcium handling, ER stress sensing, and protein–protein interactions with ATF6 and Na+/K+ ATPase β1. The wild-type residue is medium hydrophobic (leucine — branched); the mutant is large aromatic hydrophobic (phenylalanine). The chemistry shift implies altered local packing, hydrogen-bonding, and/or electrostatics at this site.


Computational Predictions

AlphaMissense

FieldValue
am_pathogenicity0.7921
am_classlikely pathogenic
InterpretationLikely pathogenic (threshold 0.564)

DynaMut2

FieldValue
ΔΔG (kcal/mol)-0.58 (Destabilising)
Job ID178092150001
Result URLJob 178092150001 · 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 the condition only as "Inborn genetic diseases". 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.

FieldValue
ClassificationUncertain significance
Review statuscriteria provided, single submitter
Last evaluated2023/06/06 00:00
InheritanceInheritance pattern not specified in ClinVar entry; WFS1 has both AD and AR presentations.
WFS1 variant landscapeL362F is 1 of ~326 pathogenic-spectrum variants in WFS1 (out of 2,243 catalogued in ClinVar)
  • Inborn genetic diseases

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|=0.58 < 2 kcal/mol (fold intact) + AlphaMissense 0.792 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|=0.58 kcal/mol). The pathogenic signal is real — AlphaMissense places it at 0.792. 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 structure
  • L362F_molstar_viewer.html — interactive 3D viewer (auto-highlights position 362 with ball-and-stick + neighbors within 5Å)
  • L362F_variant_card.md — this card (source of truth)
  • L362F_variant_card.html — styled printable card
  • L362F_dynamut2_summary.html — clean offline DynaMut2 result card
  • dynamut2_result.json — structured result data
  • dynamut2_result_page.html — local snapshot of the Biosig result page (asset URLs absolutized)
  • L362F_wildtype_interactions.pse / L362F_mutant_interactions.pse — PyMOL sessions

Generated by wolfram-variant-card skill · RareResearch.AI Molecular Atlas Every assumption documented. Every score sourced.

Therapeutic Strategy Handoff · prediction

Feed this card to Wolfram Intelligence

Download the L362F 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.

Download L362F PDF card ↓Strategies are AI-generated predictions, not validated therapeutics.