cff-version: 1.2.0
abstract: "<p>This dataset contains genome-wide CADD (Combined Annotation Dependent Depletion) scores for chicken and turkey, generated as part of research aimed at predicting the deleteriousness of genetic variants in non-model species. The objective of the study was to develop and apply a generic, species-agnostic pipeline that computes CADD scores using only a high-quality reference genome, corresponding gene annotation, and a multi-species alignment (MSA) to infer ancestral sequences. The research involved computational methods rather than experimental sample collection; genomic reference assemblies, available functional annotations, and an evolutionary MSA were used as input features to train a machine learning model that assigns PHRED-like CADD scores to all possible single nucleotide variants across the genome. The resulting data consist of chromosome-wise tab-delimited files containing CADD scores for chicken (<code>chr{chr}.tsv.gz</code>) and turkey (<code>Turkey_chr{chr}.tsv.gz</code>), which can be used for comparative genomics, evolutionary analyses, and prioritization of candidate variants in genomic and breeding studies. The work is described in the publication <em>“A generic pipeline for CADD Score generation: chickenCADD and turkeyCADD”</em>, accepted in <em>G3</em>.</p>"
authors:
  - family-names: Lensing
    given-names: Kim
    orcid: "https://orcid.org/0009-0003-2519-3072"
  - family-names: van Schipstal
    given-names: Job
    orcid: "https://orcid.org/0009-0007-8977-4692"
  - family-names: de Ridder
    given-names: Dick
  - family-names: Groenen
    given-names: Martien
    orcid: "https://orcid.org/0000-0003-0484-4545"
  - family-names: Derks
    given-names: Martijn
    orcid: "https://orcid.org/0000-0003-1317-5654"
title: "Dataset: Combined Annotation Dependent Depletion (CADD) scores for turkey and chicken"
keywords:
version: 1
identifiers:
  - type: doi
    value: 10.4121/f2ff2a38-0766-48f0-99f1-65d875ba81d4.v1
license: CC BY 4.0
date-released: 2025-11-06