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DNA · splicing · variant exploration

Explore how a DNA substitution changes a splice-site score.

A trained, compact research baseline compares a reference DNA window with a single nucleotide substitution. All inference runs on this host.

Research prototype. The model was trained to recognize splice junctions in an old mixed-primate dataset. Its score changes have not been validated against measured variant effects or clinical outcomes.

—Held-out splice-junction accuracy
—Test windows
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Reference and alternate DNA

Enter exactly 60 bases in the transcript's 5′→3′ direction. The candidate junction is between bases 30 and 31. Positions below refer to this window, not genome coordinates. Reverse-complement minus-strand windows and alleles first.

Custom inputs require your existing Continuity session. Inputs are not persisted or sent to third-party APIs.
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Research result

Run the public example or compare your sequence.

Junction classReferenceAlternateChange

These are uncalibrated classification scores. A positive donor or acceptor change does not establish a new splice site, disease risk, or pathogenicity.

Result provenance
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Training and scope

240 position-specific nucleotide inputs → three splice-junction classes. Training, validation, and test windows are grouped by original sequence record and by at least 90% sequence identity to reduce leakage. This is not a chromosome or clinical cohort holdout.

Dataset: UCI Molecular Biology (Splice-junction Gene Sequences), 1991, CC BY 4.0. The data come from GenBank 64.1 and include primate sequences. Only single nucleotide substitutions in centered 60-base windows are supported.

Model evidence and limitations