Unexpected features of the dark proteome
Nelson Perdigão1, Julian Heinrich2, Christian Stolte2
1Instituto Superior Técnico, Universidade de Lisboa, 1049-001 Lisbon, Portugal; Instituto de Sistemas e Robótica, 1049-001 Lisbon, Portugal;
The study reveals a significant portion of the "dark" proteome (protein regions lacking structural data) in eukaryotes and viruses, with most unexplained by current models. This highlights novel protein characteristics and functions.
Area of Science:
- Structural Biology
- Proteomics
- Bioinformatics
Background:
- The
- dark
- proteome refers to protein regions unobserved by experimental structure determination and inaccessible to homology modeling.
- Understanding the dark proteome is crucial for a complete view of protein structure and function.
- Conventional explanations like intrinsic disorder or transmembrane regions do not fully account for the dark proteome.
Purpose of the Study:
- To quantify the extent of the dark proteome across different life forms.
- To investigate the characteristics and potential functions of proteins within the dark proteome, particularly
- dark proteins
- (entire sequences lacking known structural similarity).
Main Methods:
- Analysis of 546,000 Swiss-Prot protein sequences.
- Comparative assessment of dark proteome proportions in eukaryotes, viruses, archaea, and bacteria.
- Characterization of sequence features, functional associations, and evolutionary properties of dark proteins.
Main Results:
- Eukaryotes and viruses exhibit a substantial dark proteome (44-54%), contrasting with archaea and bacteria (∼14%).
- A significant portion of the dark proteome is not explained by intrinsic disorder or transmembrane regions.
- Nearly half of the dark proteome consists of "dark proteins" with no sequence similarity to known structures, associated with secretion, specific tissues, endoplasmic reticulum localization, disulfide bonding, and proteolytic cleavage.
Conclusions:
- The dark proteome represents a substantial and largely uncharacterized component of protein space.
- Dark proteins possess unique features and functions, suggesting novel biological roles and structural principles.
- Findings prompt new research avenues in structural and computational biology to explore these uncharted protein regions.
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