Table 2.
Summary of iTARGEX results from the association analysis for protein turnover rate and regulators of protein turnover. WPCC: Weighted Pearson's correlation coefficient; q-values are log-transformed;
: the proportion of genes estimated to be significantly associated by the EM algorithm. Biological functions were taken from the Saccharomyces Genome Database (SGD) (39)
| iTARGEX | |||||
|---|---|---|---|---|---|
| Regulators | WPCC | –log10(q-value) | π | Biological functions | Validation in this study |
| MRN1 | 0.225 | 35.444 | 0.921 | Involved in translational regulation | v |
| UPF3 | 0.210 | 29.528 | 0.796 | Involved in decay of mRNA decay pathway | v |
| PDE2 | 0.201 | 29.028 | 0.924 | High-affinity cyclic AMP phosphodiesterase | |
| YPR153W | 0.191 | 25.323 | 0.896 | ER chaperone for nutrient permeases | |
| CAC2 | 0.182 | 24.203 | 0.907 | Involved in DNA replication-dependent nucleosome assembly | |
| SSN3 | −0.179 | 22.991 | 0.904 | Involved in protein destabilization | v |
| YDR306C | −0.177 | 21.054 | 0.947 | Involved in ubiquitin-dependent protein catabolic process | |
| MEI5 | 0.173 | 20.731 | 0.931 | Involved in meiotic DNA recombinase assembly | |
| SRB8 | −0.172 | 20.668 | 0.908 | Involved in regulation of transcription by RNA polymerase II | |
| RAM1 | −0.181 | 20.616 | 0.896 | Involved in protein farnesylation | v |
| SSN8 | −0.168 | 19.636 | 0.909 | Involved in regulation of transcription by RNA polymerase II | |
| ELP4 | 0.167 | 19.002 | 0.917 | Required for Elongator structural integrity | |
| ATG23 | 0.169 | 18.314 | 0.913 | Involved in positive regulation of macroautophagy | |
| AZF1 | 0.161 | 18.053 | 0.935 | Involved in regulation of transcription by RNA polymerase II | |
| CAF40 | −0.166 | 17.581 | 0.886 | Involved in positive regulation of transcription elongation | |
| IRA2 | 0.160 | 16.808 | 0.815 | Involved in negative regulation of Ras protein signal transduction | |
| DDR48 | 0.159 | 16.471 | 0.945 | Involved in DNA repair | |
| UTP30 | 0.156 | 16.365 | 0.924 | Involved in ribosomal small subunit biogenesis | |
| SAM4 | 0.155 | 16.135 | 0.940 | Cause abnormal vacuole, which is main site for protein turnover | |