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L514F

Category 3/4 — Most DruggableUncertain significanceTransmembrane · predictedSource card
LeucinePhenylalanine at position 514 · Transmembrane helix 7 · WFS1 (Wolframin)

Interactive 3D Structure

Wild-type reference
Wild-type L514 — hydrogen bond to Y510
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DynaMut2 mutant · L514F
Mutant F514 — hydrogen bond contact to L511 lost
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Bond changes · DynaMut2 interaction analysis

0 lost5 gained16 preserved
Interaction typeWild-type partnerMutant partnerStatus
Hydrogen bondY454Gained
Hydrogen bondY510Y510Preserved
Hydrogen bondL511L511Preserved
Hydrogen bondR517R517Preserved
Hydrogen bondM518M518Preserved
Polar contactY454Gained
Polar contactY510Y510Preserved
Polar contactL511L511Preserved
Polar contactL512L512Preserved
Polar contactR517R517Preserved
Polar contactM518M518Preserved
Aromatic / πY454Gained
Aromatic / πY510Gained
Van der WaalsY510Gained
Van der WaalsL511L511Preserved
Van der WaalsL512L512Preserved
HydrophobicY454Y454Preserved
HydrophobicR457R457Preserved
HydrophobicA458A458Preserved
HydrophobicY510Y510Preserved
HydrophobicM518M518Preserved

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
-1.32kcal/mol
Destabilising — moderate
AlphaMissense
0.597
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, multiple submitters, no conflicts
Associated conditionsOptic atrophy; Wolfram syndrome 1
Population frequency (gnomAD v4)Ultra-rare · AF 0.00043%
cDNA changec.1540C>T
ClinVar accessionVCV001208897
Last evaluated2022/01/01 00:00

Observed at very low frequency in gnomAD.

Classified for2★ documented assertion

ClinVar classifies this variant as Uncertain significance for Optic atrophy / optic neuropathy (autosomal dominant); Wolfram syndrome (classic) (autosomal recessive, OMIM 222300). These are two clinically distinct disease families: classic Wolfram syndrome requires two affected copies, while the dominant WFS1-related disorders do not. One label covers both, and it does not tell you which applies to a given person.

  • Optic atrophy / optic neuropathyautosomal dominantsubmitted as: Optic atrophy
  • Wolfram syndrome (classic)autosomal recessive · OMIM 222300submitted as: Wolfram syndrome 1
  • 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: 2★ multiple submitters, no conflicts. ClinVar "conditions" is the union of all submissions; 0–1★ entries are submitted conditions, not documented phenotypes.

Population frequency
Global (all ancestries)
AF 0.00043% · 7 / 1,611,986 alleles
Homozygotes
0
Highest-frequency population
European (non-Finnish) · AF 0.00051%

Highest in European (non-Finnish): AF 0.00051% (6 of 1,180,000 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.
Finnish · under-sampled0.0016%1 / 61,9760
European (non-Finnish)0.00051%6 / 1,180,0000~1 in 98330

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 — L514F Variant Card

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

Leucine → Phenylalanine at position 514. Transmembrane helix 7. ClinVar Uncertain significance, AlphaMissense 0.597, DynaMut2 ΔΔG -1.32 kcal/mol (destabilising).


Identity

FieldValue
VariantL514F (p.Leucine514Phenylalanine)
DNA changec.1540C>T
Gene · ProteinWFS1 · Wolframin (890 aa)
UniProtO76024 · WFS1_HUMAN
ClinVar accessionVCV001208897
Amino acid changeLeucine (L) → Phenylalanine (F)

Structural Context

FieldValue
AlphaFold modelAF-O76024-F1, v6
pLDDT at residue 51488.12 — well-folded
DomainTransmembrane helix 7
Position contextInside Transmembrane helix 7 · position 514 is bilayer-embedded
IDR flagNo — pLDDT above 50 threshold

UniProt features at this position:

(none catalogued)

Position 514 sits in a transmembrane helix (Transmembrane helix 7). Wolframin has eleven such helices anchoring it in the ER membrane; substitutions inside the bilayer-embedded segments can disrupt helix packing, lipid contacts, and the overall ER topology of the protein. 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_pathogenicity0.5971
am_classlikely pathogenic
InterpretationLikely pathogenic (threshold 0.564)

DynaMut2

FieldValue
ΔΔG (kcal/mol)-1.32 (Destabilising)
Job ID178092155662
Result URLJob 178092155662 · retrieved 2026-06-08 — result self-hosted by RareResearch.AI (Biosig no longer serves this page)

Clinical Evidence

Inheritance and scope

Uncertain significance — for Optic atrophy / optic neuropathy (autosomal dominant); Wolfram syndrome (classic) (autosomal recessive, OMIM 222300)

ClinVar classifies this variant as Uncertain significance for Optic atrophy / optic neuropathy (autosomal dominant); Wolfram syndrome (classic) (autosomal recessive, OMIM 222300). These are two clinically distinct disease families: classic Wolfram syndrome requires two affected copies, while the dominant WFS1-related disorders do not. One label covers both, and it does not tell you which applies to a given person.

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, multiple submitters, no conflicts
Last evaluated2022/01/01 00:00
InheritanceAutosomal recessive Wolfram syndrome 1 phenotype documented.
WFS1 variant landscapeL514F is 1 of ~326 pathogenic-spectrum variants in WFS1 (out of 2,243 catalogued in ClinVar)
  • Optic atrophy
  • Wolfram syndrome 1

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|=1.32 < 2 kcal/mol (fold intact) + AlphaMissense 0.597 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|=1.32 kcal/mol). The pathogenic signal is real — AlphaMissense places it at 0.597. 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
  • L514F_molstar_viewer.html — interactive 3D viewer (auto-highlights position 514 with ball-and-stick + neighbors within 5Å)
  • L514F_variant_card.md — this card (source of truth)
  • L514F_variant_card.html — styled printable card
  • L514F_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)
  • L514F_wildtype_interactions.pse / L514F_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 L514F 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 L514F PDF card ↓Strategies are AI-generated predictions, not validated therapeutics.