Comprehensive toolkit for independent genetic variant research and hearing loss genetics analysis.
Independent Research Toolkit: This is a comprehensive collection of computational tools used in our STRC variant analysis and hearing loss genetics research. All tools are freely accessible to enable independent genetic variant research.
Total Cost: An LLM API (~$50-100 for a project like this). All scientific databases and analysis tools are free with academic/public access.
200M+ protein structure predictions with confidence scores (pLDDT). Essential for variant impact assessment.
Protein complex prediction and protein-protein interactions. Up to 5000 atoms per job.
Protein homology modeling for custom structure prediction when AlphaFold coverage is insufficient.
Modern 3D molecular visualization with WebGL. Integrated in many databases.
Professional molecular visualization software. More advanced rendering than web viewers.
Missense variant pathogenicity prediction using protein structure. Immune to pseudogene interference.
Rare variant ensemble learner combining 13 pathogenicity predictors. Threshold ≥0.773 per Pejaver 2022.
Combined Annotation Dependent Depletion. Integrates diverse genomic annotations for deleteriousness prediction.
NCBI database of genetic variants and their clinical significance. Essential for literature review.
AI-powered variant classification platform. Automated ACMG/AMP criteria application.
Automated ACMG/AMP guideline interpretation for variant classification.
Comprehensive variant search engine with automated ACMG classification and evidence aggregation.
Combined Annotation Dependent Depletion scoring. May fail with pseudogene-containing genes.
Deep learning-based splice site prediction. Critical for variants near exon-intron boundaries.
251,000+ exomes and genomes for population frequency analysis. Essential for PM2 criterion.
Rare disease variant analysis platform with 70K+ cases. Collaborative analysis environment.
Genomic variant interpretation database with clinical phenotype matching.
Clinical genome resource with gene-disease validity evidence and ACMG guidelines.
Protein sequences and ortholog data across species. Essential for conservation analysis.
Comprehensive genome visualization with conservation tracks (PhyloP, PhastCons, GERP++).
Comprehensive ortholog database covering thousands of species for deep evolutionary analysis.
Multiple sequence alignment for systematic conservation analysis across species.
Programmatic access to genomic coordinates, gene annotations, and VEP (Variant Effect Predictor).
Biomedical literature search and open access full-text articles. Foundation of evidence-based research.
Comprehensive database of hearing loss genes, mutations, and clinical information.
Online Mendelian Inheritance in Man. Authoritative source for genetic disorders and gene-disease relationships.
Specialized database for hearing loss variants with clinical annotations and frequency data.
Hearing gene panel sequencing and analysis platform for clinical genetic testing.
US clinical trial registry for monitoring hearing loss and gene therapy trials. Essential for eligibility tracking.
American Society of Gene & Cell Therapy database tracking global gene therapy developments.
Comprehensive database of AAV serotypes and engineered variants for tissue-specific targeting.
Programmatic access to AlphaGenome predictions. Install: pip install alphagenome
Mathematical animation engine for creating educational videos. Python-based, programmatic approach.
All tools are designed for independent research. Most databases are free with academic access. The complete methodology is documented to enable reproduction by any family facing similar variant uncertainty.