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Loose ends: almost one in five human genes still have unresolved coding status.
Federico Abascal1, David Juan2, Irwin Jungreis3
1Wellcome Trust Sanger Institute, Hinxton CB10 1SA, Cambridgeshire, UK.
Nucleic Acids Research
|July 9, 2018
Summary
The human proteome is not fully understood, with thousands of genes potentially misclassified as protein-coding. This overestimation complicates biomedical research and requires accurate human reference proteome determination.
Area of Science:
- Genomics
- Proteomics
- Bioinformatics
Background:
- The human genome was sequenced 17 years ago, yet the human proteome remains under revision.
- Discrepancies exist across major databases (Ensembl/GENCODE, RefSeq, UniProtKB) regarding gene annotations.
- One in eight genes are annotated differently among these key reference sets.
Purpose of the Study:
- To investigate genes with conflicting annotations across major human genome databases.
- To identify potentially misclassified protein-coding genes within the human reference proteome.
- To assess the impact of annotation discrepancies on large-scale biomedical research.
Main Methods:
- In-depth investigation of 2764 genes with conflicting coding/non-coding annotations.
- Analysis of large-scale genetic variation data to assess purifying selection.
- Evaluation of transcript and protein evidence for gene candidates.
- Comparison of evolutionary patterns (neutral evolution) for gene sets.
Main Results:
- Most of the 2764 investigated genes show no protein-like purifying selection, suggesting they do not code for functional proteins.
- An additional 1470 genes, annotated as coding in all three databases, exhibit characteristics of non-coding genes or pseudogenes.
- These 1470 genes display neutral evolution and possess less supporting transcript/protein evidence compared to validated coding genes.
- The study estimates an overestimation of at least 2000 coding genes in current human reference databases.
Conclusions:
- Current human reference databases likely overestimate the number of coding genes by over 2000.
- Misclassified non-coding genes introduce noise and complexity into large-scale biomedical experiments.
- Accurate determination of the human reference proteome is crucial for fundamental biological research and biomedical projects.
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