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AVCG.

One published method for deciding whether a variant causes disease.

The framework behind every pathogenicity grade on Sniff.

Why the AVCG exists

Why the AVCG exists

Human medicine agreed on how to read a variant. Animal genetics had not.

When a human geneticist finds a variant and needs to say whether it causes disease, they do not guess. They apply the ACMG/AMP guidelines: a shared, criteria-based rulebook that weighs the evidence and lands on one of five verdicts. The point of it is reproducibility. Two qualified people looking at the same variant and the same evidence should reach the same call. That agreement is what makes a classification trustworthy rather than an opinion.

Animals had no equivalent. A variant called disease-causing by one laboratory might be called uncertain by the next, because there was no common standard for how to decide. The same problem OMIA solved for cataloguing inherited disease, scattered knowledge with no shared home, existed one level down, in the act of classification itself.

The Animal Variant Classification Guidelines are the answer. Published in 2024 by Boeykens, Broeckx and colleagues at Ghent University, they adapt the human standard for animals: the same five-tier scale, the same idea of weighing defined categories of evidence, tuned to the realities of animal genetics. For the first time, a canine, feline, or equine variant can be graded by an objective, published method instead of a judgment call.

How the AVCG works

How the AVCG works

The AVCG applies to single-gene disorders: conditions where a variant in one gene has a high enough impact that one variant is sufficient, though not always fully penetrant, to cause disease. For such a variant, the guidelines ask a set of evidence questions. Does it change the protein in a damaging way? Does it track with the disease across affected animals? Is it absent from healthy populations? Has a functional study shown an effect? Each answer adds or removes weight, and the accumulated weight lands the variant on a grade.

Five verdicts, and the honest middle.

The scale runs pathogenic, likely pathogenic, variant of uncertain significance, likely benign, benign. The middle one matters most. When the evidence is real but not yet enough to call either way, the AVCG records a variant of uncertain significance rather than rounding up to pathogenic or down to benign. That refusal to overstate is the entire value of a guideline. A grade means the work was done and the evidence reached a threshold. Its absence is not a verdict of safe. It means the work has not been done yet.

Tuned per species.

Evidence behaves differently in different species, so the framework is validated species by species. The general guidelines came first; a feline-specific application followed in the same year, tuning the criteria to the cat. The dog and the horse are graded under the same scheme. This is why Sniff can show classifications across dog, cat, and horse on one scale without pretending they were all reached the same way.

What the AVCG contributes to Sniff

What the AVCG contributes to Sniff

Every pathogenicity grade on Sniff is an AVCG classification.

When a disease page shows that a documented variant is pathogenic, that grade was assigned under the AVCG and curated in OMIA. Sniff does not invent grades and does not score these variants with its own model. It reads the published classification and shows it, with its source. The AVCG is the rulebook; OMIA is where the resulting calls are recorded; Sniff is the surface that brings them together and makes them readable.

The classification table is the AVCG layer made queryable. Every graded variant we hold across dog, cat, and horse, on one page, each with its species, disease, the exact variant in HGVS, the reference genome, and a link to its OMIA entry. The grades are deliberately sparse, because a real classification takes evidence that often does not exist yet, and that sparseness is the honesty of it. We are adding the per-criteria detail behind each call, the specific evidence that fired, from the open-access guideline supplements, along with a corroboration record toward reproducibility.

It is the difference between a site that grades a variant by guesswork and one that shows you a published, reproducible classification and points you to where it lives. We chose the second kind.

Credit

The Animal Variant Classification Guidelines were developed and validated by Frederik Boeykens, Bart Broeckx and colleagues at the Laboratory of Animal Genetics, Faculty of Veterinary Medicine, Ghent University, and published open access in Frontiers in Veterinary Science. The feline-specific application was published by the same group in the same year. Both are freely available under CC-BY.

Sniff is not affiliated with the authors. We apply their framework as published, credit it on every surface that shows a grade, and link to the papers and to the OMIA entry behind each classification. The method belongs to the field. We are grateful for it.

Citation: Boeykens, F., Broeckx, B.J.G., et al. Development and validation of animal variant classification guidelines to objectively evaluate genetic variant pathogenicity in domestic animals. Front Vet Sci. 2024;11:1497817. doi:10.3389/fvets.2024.1497817. Feline application: Front Vet Sci. 2024;11:1327081. doi:10.3389/fvets.2024.1327081.

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Sources: AVCG: Boeykens et al. 2024, Front Vet Sci 11:1497817, doi:10.3389/fvets.2024.1497817 (CC-BY) · AVCG feline application: Boeykens et al. 2024, Front Vet Sci 11:1327081, doi:10.3389/fvets.2024.1327081 (CC-BY) · Classifications curated in OMIA (omia.org)