Feature Identification of Compensatory Gene Pairs without Sequence Homology in Yeast

Author:

Peng Chien-Hua1,Lin Shu-Hsi2ORCID,Peng Shih-Chi3,Lyu Ping-Chiang24,Arita Masanori56,Tang Chuan-Yi78

Affiliation:

1. Department of Resource Center for Clinical Research, Chang Gung Memorial Hospital, Kueishan, Taoyuan 333, Taiwan

2. Institute of Bioinformatics and Structural Biology, National Tsing Hua University, Hsinchu 300, Taiwan

3. Department of Nuclear Medicine and Molecular Imaging Center, Chang Gung Memorial Hospital and Chang Gung University, Taoyuan 333, Taiwan

4. Department of Medical Science, National Tsing Hua University, Hsinchu 300, Taiwan

5. Department of Biophysics and Biochemistry, The University of Tokyo, Tokyo 113-0033, Japan

6. Metabolomics Research Division, RIKEN Plant Science Center, Yokohama, Kanagawa 230-0045, Japan

7. Department of Computer Science, National Tsing Hua University, Hsinchu 300, Taiwan

8. Department of Computer Science and Information Engineering, Providence University, Taichung 200, Taiwan

Abstract

Genetic robustness refers to a compensatory mechanism for buffering deleterious mutations or environmental variations. Gene duplication has been shown to provide such functional backups. However, the overall contribution of duplication-based buffering for genetic robustness is rather small. In this study, we investigated whether transcriptional compensation also exists among genes that share similar functions without sequence homology. A set of nonhomologous synthetic-lethal gene pairs was assessed by using a coexpression network, protein-protein interactions, and other types of genetic interactions in yeast. Our results are notably different from those of previous studies on buffering paralogs. The low expression similarity and the conditional coexpression alone do not play roles in identifying the functionally compensatory genes. Additional properties such as synthetic-lethal interaction, the ratio of shared common interacting partners, and the degree of coregulation were, at least in part, necessary to extract functional compensatory genes. Our network-based approach is applicable to select several well-documented cases of compensatory gene pairs and a set of new pairs. The results suggest that transcriptional reprogramming plays a limited role in functional compensation among nonhomologous genes. Our study aids in understanding the mechanism and features of functional compensation more in detail.

Publisher

Hindawi Limited

Subject

Genetics,Molecular Biology,Biotechnology

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