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Case study · Clinical variant evidence

Rett Syndrome Variant Frequencies Across ClinVar and gnomAD

A revised allele-specific workflow matched 586 Rett-associated pathogenic or likely pathogenic ClinVar variants to gnomAD. Corrected totals are reported alongside unresolved API records, structural variants, and normalization caveats.

Homo sapiens586 variantsMECP2 and related genesClinVar → gnomAD

Original 10-page session report · PDF · 312 KB

At a glance

A corrected allele-specific frequency analysis with unresolved edge cases

The revised workflow replaced position-only or gene-level assumptions with position-plus-reference-and-alternate matching. Records that could not be queried or represented remain visible rather than silently treated as confirmed absences.

Variants586
MECP2548
Absent493
Absent + ultra-rare99.8%
01 / Scientific context

How often are Rett-associated pathogenic ClinVar alleles observed in gnomAD?

The revised session assembled 586 unique pathogenic or likely pathogenic ClinVar variants across eight Rett-associated genes or loci, then matched queryable alleles to gnomAD by genomic coordinates and alleles.

For each Rett-associated ClinVar allele, is the exact variant absent, ultra-rare, rare, or more common in the queried gnomAD data?
ClinVar criteriaPathogenic or likely pathogenic; Rett syndrome
Gene distribution548 MECP2, 19 CDKL5, 10 FOXG1, 9 other
Frequency binsAbsent, ultra-rare, rare, and more common
Revised methodCoordinate and REF/ALT allele matching
02 / Analysis workflow

ClinVar retrieval, normalization, allele matching, and edge-case review

Collect variantsQueried and deduplicated Rett-associated pathogenic and likely pathogenic ClinVar records.
Prepare allelesExtracted queryable coordinates and reference/alternate alleles across relevant genes.
Match gnomADUsed allele-specific records rather than gene-level frequency summaries or same-position shortcuts.
Classify frequencyAssigned absent, ultra-rare, rare, or more-common bins from matched allele frequencies.
Review edge casesFlagged API failures, copy-number variants, and normalization-dependent indels for follow-up.
Ultra-rare thresholdThe session defines ultra-rare as allele frequency below 1 × 10⁻⁴ and rare as 1 × 10⁻⁴ to 1 × 10⁻³.
03 / Results

585 of 586 variants were classified absent or ultra-rare

493 absent

84.1% of the 586 variants were classified as absent from matched gnomAD records.

92 ultra-rare

15.7% had allele frequency below 1 × 10⁻⁴; 81 were below 1 × 10⁻⁵.

One rare variant

MECP2 c.1183_1210del had AF 1.45 × 10⁻⁴.

Corrected aggregate

585 of 586 variants, or 99.8%, were absent or ultra-rare.

Donut chart of Rett-associated variant frequency categories
Figure 1. Revised frequency overview. The aggregate uses allele-specific matches, with unresolved API and structural-variant records discussed separately.
Rett-associated ClinVar variants by gene and frequency category
Figure 2. Variants by gene. MECP2 contributes 548 of the 586 records, so aggregate percentages mostly describe MECP2.
Log-scale allele-frequency distribution for matched Rett-associated variants
Figure 3. Non-zero allele frequencies. The displayed tail is sparse and should be interpreted with the query and normalization caveats.
04 / Limitations

Some absences are unresolved rather than confirmed

  • Nine variants from minor loci could not be retrieved through the gnomAD API and were classified absent by default; they require manual verification.
  • Five copy-number variants are not matchable to the short-variant dataset and should be checked in gnomAD-SV.
  • Fallback indel normalization may miss equivalent left-normalized representations.
  • Chromosome X frequencies use combined population values and may obscure sex-specific context.
  • ClinVar classifications and gnomAD datasets change over time.
  • Population frequency does not determine pathogenicity or patient-level penetrance.
Evidence boundary

The corrected aggregate is useful for prioritization, but the unresolved API records and structural variants should not be described as confirmed absent without manual and gnomAD-SV review.

05 / Reproducibility and outputs

Artifacts recorded in the Pipette session

rett_clinvar_variants.csvClinVar source set
rett_queryable_variants.csvCoordinate-ready alleles
rett_variants_gnomad_allele_matched.csvRevised match results
gnomad_rett_genes.jsongnomAD response data
fig1–fig4Revised frequency figures
Original Pipette session report10-page PDF · 312 KB · generated February 28, 2026. The HTML article is the primary case study; the PDF is the preserved session record.

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