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Updated: Jul 9, 2026

An Integrated Approach for Microprotein Identification and Sequence Analysis
Published on: July 12, 2022
Distinguishing protein-coding and noncoding genes in the human genome.
Michele Clamp1, Ben Fry, Mike Kamal
1Broad Institute of Massachusetts Institute of Technology and Harvard, 7 Cambridge Center, Cambridge, MA 02142, USA. mclamp@broad.mit.edu
Researchers revised the human gene catalog, finding most non-conserved open reading frames (ORFs) are random, not valid genes. This reduces the estimated protein-coding genes to about 20,500, impacting our understanding of gene innovation.
Area of Science:
- Genomics
- Evolutionary Biology
- Bioinformatics
Background:
- The Human Genome Project cataloged approximately 24,500 human protein-coding genes, but its accuracy is debated.
- Many putative genes lack evolutionary conservation, raising questions about their functional significance.
- Alternative hypotheses suggest these non-conserved open reading frames (ORFs) represent primate-specific gene innovation or loss in other species.
Purpose of the Study:
- To rigorously evaluate the validity of non-conserved ORFs in the human gene catalog.
- To test the hypothesis that non-conserved ORFs represent genuine gene innovation or loss.
- To revise the human gene catalog based on robust evidence of protein-coding potential.
Main Methods:
- Analysis of non-conserved ORFs, focusing on their properties within other primate species.
- Comparative genomics to assess evolutionary conservation patterns.
- Development of a principled methodology for evaluating proposed additions to the human gene catalog.
Main Results:
- The vast majority of non-conserved ORFs were identified as random occurrences, not functional genes.
- The human gene catalog was revised, reducing the estimated number of protein-coding genes to approximately 20,500.
- Evidence suggests limited true innovation in mammalian protein-coding genes.
Conclusions:
- Non-conserved ORFs should only be included in the human gene catalog if clear evidence of an encoded protein exists.
- The study provides a robust framework for future gene catalog curation.
- The findings challenge notions of extensive recent gene innovation in primates and mammals.
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