Table 2. Predicted gene function: Mutants with decreased lipid accumulation.
Gene ID | Short name |
Annotation from |
Description | Cluster | Enrichment | ||
---|---|---|---|---|---|---|---|
BD | FACS | ||||||
tRNA thiolation | |||||||
RTO4_10764 | NCS2 | S. cerevisiae | tRNA 2-thiolation protein | LA7 | 0.5 | −2.3 | |
RTO4_12817 | NCS6 | S. cerevisiae | tRNA 2-thiolation protein | LA7 | 0.7 | −2.6 | |
RTO4_14918 | ELP2 | S. cerevisiae | Elongator complex protein | LA7 | 0.7 | −1.2 | |
RTO4_14716 | IKI3 | S. cerevisiae | Elongator complex protein | LA7 | 0.4 | −1.1 | |
RTO4_11341 | UBA4 | S. cerevisiae | Adenylyltransferase and sulfurtransferase | LA7 | 0.6 | −2.6 | |
G Protein Switches | |||||||
† | RTO4_15198 | Rab6 | H. sapiens | GTPase | LA6 | −1.3 | −1.6 |
RTO4_14622 | RGP1 | H. sapiens | Guanine nucleotide exchange factor | LA6 | −1.4 | −1.5 | |
Kinases and Phosphatases | |||||||
RTO4_10698 | VHS1 | S. cerevisiae | Kinase | LA6 | 0.8 | −3.7 | |
RTO4_16375 | HRK1 | S. cerevisiae | Kinase | LA6 | 0.4 | −2.2 | |
* | RTO4_11453 | GLC7 | S. cerevisiae | Kinase | LA8 | −1.2 | −0.9 |
RTO4_16810 | KIN1 | S. cerevisiae | Kinase | LA6 | 0.1 | −1.1 | |
RTO4_10025 | SAT4 | S. cerevisiae | Kinase | LA7 | 1.6 | −3.6 | |
RTO4_13327 | ATG1 | S. cerevisiae | Kinase | LA6 | 0.1 | −2.5 | |
RTO4_14907 | SCH9 | S. cerevisiae | Kinase | LA6 | −0.6 | −2.0 | |
RTO4_14906 | kinase-like | S. cerevisiae | Kinase | LA6 | −0.3 | −1.8 | |
RTO4_13290 | YAK1 | S. cerevisiae | Kinase | LA8 | −1.1 | −0.9 | |
RTO4_11732 | PPH3 | S. cerevisiae | Phosphatase 4 catalytic subunit | LA6 | 0.9 | −3.6 | |
RTO4_12586 | PSY2 | S. cerevisiae | Phosphatase 4 regulatory subunit | LA6 | 0.2 | −1.2 | |
RTO4_16463 | PTC7-like | S. cerevisiae | Phosphatase | LA6 | 0.1 | −2.0 | |
Autophagy | |||||||
RTO4_13327 | ATG1 | S. cerevisiae | Kinase | LA6 | 0.1 | −2.5 | |
RTO4_13598 | ATG2 | S. cerevisiae | Membrane protein | LA6 | −0.6 | −3.4 | |
RTO4_12968 | ATG3 | S. cerevisiae | Ubiquitin-like-conjugating enzyme | LA6 | −0.8 | −4.5 | |
RTO4_13496 | ATG4 | S. cerevisiae | Cysteine protease | LA6 | −0.1 | −2.3 | |
RTO4_11901 | ATG7 | S. cerevisiae | Ubiquitin-like modifier-activating enzyme | LA6 | −0.8 | −4.2 | |
RTO4_13543 | ATG8 | S. cerevisiae | Ubiquitin-like protein | LA6 | −1.0 | −4.2 | |
RTO4_11326 | ATG9 | S. cerevisiae | Membrane protein | LA6 | 0.0 | −1.3 | |
RTO4_9008 | ATG14 | S. cerevisiae | Autophagy-specific subunit of PtdIns3P-kinase complex | LA6 | 0.0 | −5.0 | |
RTO4_16723 | ATG18 | S. cerevisiae | Phosphoinositide binding protein | LA6 | −0.9 | −5.8 | |
Ubiquitination and Proteolysis | |||||||
† | RTO4_16672 | PRB1 | S. cerevisiae | Vacuolar proteinase | LA6 | −0.2 | −1.7 |
RTO4_15345 | SIS1 | S. cerevisiae | Protein chaperone | LA6 | −0.4 | −1.2 | |
RTO4_10423 | RMD5 | S. cerevisiae | GID complex E3 ubiquitin ligase | LA6 | −0.4 | −2.0 | |
RTO4_11737 | GID8 | H. sapiens | GID complex member | LA6 | −0.1 | −1.5 | |
RTO4_9816 | LONRF1 | H. sapiens | E3 ubiquitin ligase | LA6 | −0.5 | −4.5 | |
RTO4_15320 | USP48 | H. sapiens | Ubiquitin carboxyl-terminal hydrolase | LA6 | 0.0 | −1.2 | |
RTO4_9600 | COPS3 | H. sapiens | COP9 signalosome complex subunit | LA1 | 1.4 | 0.6 | |
RTO4_11569 | GPS1 | H. sapiens | COP9 signalosome complex subunit | LA6 | 0.7 | −2.1 | |
Triacylglyceride Synthesis | |||||||
† | RTO4_12154 | GPD1 | S. cerevisiae | Glycerol-3-phosphate dehydrogenase | LA6 | −1.7 | −4.0 |
RTO4_11043 | BCSL2-like | H. sapiens | Seipin | LA6 | −0.8 | −2.9 | |
RTO4_16460 | DGA1 | H. sapiens | Diacylglycerol acyltransferase | LA6 | −0.7 | −4.0 | |
RTO4_14597 | ACS1 | S. cerevisiae | Acetyl-CoA synthetase | LA8 | −1.7 | −1.0 | |
RTO4_10182 | YEF1 | S. cerevisiae | NAD+/NADH kinase | LA6 | −0.1 | −1.6 | |
‡ | RTO4_11039 | GUT2 | S. cerevisiae | Glycerol-3-phosphate dehydrogenase | LA6 | −0.2 | −1.1 |
Lipid Droplet Associated | |||||||
RTO4_16381 | PLIN1-like | S. cerevisiae | Perilipin | LA6 | −1.7 | −4.3 | |
‡ | RTO4_11039 | GUT2 | S. cerevisiae | Glycerol-3-phosphate dehydrogenase | LA6 | −0.2 | −1.1 |
RTO4_15372 | EGH1 | S. cerevisiae | Steryl-beta-glucosidase | LA6 | 0.7 | −2.5 | |
RTO4_13614 | RIP1 | S. cerevisiae | Mitochondrial complex III iron-sulfur protein | LA6 | −0.5 | −2.8 | |
RTO4_11043 | BCSL2-like | H. sapiens | Seipin | LA6 | −0.8 | −2.9 | |
RTO4_16460 | DGA1 | H. sapiens | Diacylglycerol acyltransferase | LA6 | −0.7 | −4.0 | |
Protein Modification | |||||||
RTO4_12670 | B3GALT1-like | H. sapiens | Beta-1,3-Galactosyltransferase | LA6 | −0.9 | −3.1 | |
Protein Trafficking | |||||||
† | RTO4_15198 | Rab6 | H. sapiens | GTPase | LA6 | −1.3 | −1.6 |
Other ER/Golgi Proteins | |||||||
RTO4_8838 | DNAJC4 | H. sapiens | DnaJ family chaperone | LA6 | −0.8 | −1.3 | |
RTO4_13971 | DNAJC3 | H. sapiens | DnaJ family chaperone | LA6 | −1.1 | −2.2 | |
Gene Expression | |||||||
RTO4_11333 | KLF18-like | H. sapiens | Transcription factor | LA6 | −0.2 | −1.1 | |
RTO4_15641 | SKN7 | S. cerevisiae | Transcription factor | LA6 | 0.9 | −2.9 | |
RTO4_14676 | LHX5-like | H. sapiens | Transcription factor | LA6 | −0.2 | −2.8 | |
RTO4_11891 | HAP2 | S. cerevisiae | Transcription factor | LA6 | −0.8 | −2.4 | |
RTO4_12420 | OPI1-like | S. cerevisiae | Transcription factor | LA6 | 0.0 | −3.7 | |
RTO4_14100 | HAPX | C. neoformans | Transcription factor | LA8 | −1.2 | −1.7 | |
RTO4_13255 | SGF73 | S. cerevisiae | SAGA-associated factor | LA6 | 0.4 | −1.5 | |
Methylcitrate Cycle | |||||||
RTO4_14162 | ICL2 | S. cerevisiae | 2-methylisocitrate lyase | LA6 | −0.3 | −1.8 | |
RTO4_12642 | PDH1 | S. cerevisiae | 2-methylcitrate dehydratase | LA6 | −0.1 | −1.7 | |
Electron Transport and Redox Balancing | |||||||
RTO4_11165 | CBP4 | S. cerevisiae | Mitochondrial complex III assembly factor | LA6 | −0.4 | −2.5 | |
RTO4_13614 | RIP1 | S. cerevisiae | Mitochondrial complex III iron-sulfur protein | LA6 | −0.5 | −2.8 | |
RTO4_13902 | AFG1 | S. cerevisiae | Mitochondrial complex IV assembly factor | LA6 | −0.3 | −1.3 | |
‡ | RTO4_10010 | NDUFS4 | H. sapiens | Mitochondrial complex I accessory factor | LA8 | −1.3 | −0.1 |
RTO4_13925 | NDUFAF3 | H. sapiens | Mitochondrial complex I assembly factor | LA8 | −1.0 | −1.6 | |
Amino Acid Biosynthesis | |||||||
† | RTO4_12302 | CPA2 | S. cerevisiae | Large subunit of carbamoyl phosphate synthetase | LA6 | −0.4 | −2.4 |
Glucose and Energy Metabolism | |||||||
RTO4_10423 | RMD5 | S. cerevisiae | GID complex E3 ubiquitin ligase | LA6 | −0.4 | −2.0 | |
RTO4_11737 | GID8 | H. sapiens | GID complex member | LA6 | −0.1 | −1.5 | |
RTO4_12034 | TPS2 | S. cerevisiae | Trehalose 6-phosphate synthase | LA6 | 0.0 | −3.8 | |
* | RTO4_10264 | GLK1 | S. cerevisiae | Hexokinase | LA7 | 2.1 | −2.0 |
Transporters | |||||||
† | RTO4_12909 | OAT1 | C. neoformans | Nucleobase transporter | LA6 | −0.2 | −1.1 |
RTO4_11397 | COT1 | S. cerevisiae | Vacuolar zinc transporter | LA6 | −0.2 | −1.1 | |
RTO4_11924 | SNF3 | S. cerevisiae | Plasma membrane low glucose sensor | LA6 | 0.0 | −2.8 | |
Other | |||||||
RTO4_12512 | cry | N. crassa | Blue-light photoreceptor cryptochrome | LA7 | 0.6 | −1.6 | |
RTO4_14974 | Steroidogenesis/phosphatidylcholine transfer domain | LA6 | −0.3 | −1.2 | |||
RTO4_15889 | MAEA | H. sapiens | EMP macrophage erythroblast attacher | LA6 | −0.1 | −1.7 | |
RTO4_16287 | CDD1 | S. cerevisiae | Cytidine deaminase | LA6 | 0.3 | −2.3 | |
RTO4_15247 | WDR26 | H. sapiens | WD repeat protein | LA6 | −0.9 | −1.3 | |
RTO4_8764 | MGS1 | S. cerevisiae | DNA-dependent ATPase and ssDNA annealing protein | LA6 | 0.2 | −1.2 | |
Unknown | |||||||
RTO4_10431 | Protein of unknown function | LA6 | 0.7 | −1.6 | |||
RTO4_8973 | Protein of unknown function | LA8 | −0.2 | −1.1 | |||
RTO4_13195 | Protein of unknown function | LA6 | −0.2 | −1.1 | |||
RTO4_10367 | Protein of unknown function | LA6 | −0.1 | −1.3 | |||
RTO4_10102 | Protein of unknown function | LA6 | −0.3 | −1.2 | |||
RTO4_14926 | Protein of unknown function | LA6 | 0.2 | −1.7 | |||
RTO4_12045 | Protein of unknown function | LA6 | 0.0 | −1.5 | |||
RTO4_13600 | Protein of unknown function | LA6 | −0.3 | −1.3 | |||
RTO4_10976 | Protein of unknown function | LA6 | −0.2 | −1.5 | |||
RTO4_9970 | LDB17 | S. cerevisiae | Protein of unknown function | LA8 | −1.3 | −0.5 | |
RTO4_13435 | Protein of unknown function | LA7 | 0.2 | −2.0 | |||
RTO4_9692 | Protein of unknown function | LA6 | −0.5 | −1.4 | |||
RTO4_15521 | Protein of unknown function | LA6 | 0.2 | −2.2 | |||
RTO4_8769 | Protein of unknown function | LA6 | −0.5 | −1.6 | |||
RTO4_8770 | Protein of unknown function | LA6 | −0.5 | −1.9 | |||
RTO4_11259 | Protein of unknown function | LA7 | 0.7 | −3.3 | |||
RTO4_9490 | Protein of unknown function | LA6 | −0.6 | −2.4 | |||
RTO4_15520 | Protein of unknown function | LA6 | −0.5 | −2.5 | |||
RTO4_8771 | Protein of unknown function | LA6 | −0.6 | −2.5 | |||
RTO4_13452 | Protein of unknown function | LA6 | −1.3 | −4.0 | |||
RTO4_15211 | Protein of unknown function | LA8 | −1.1 | −1.5 |
Cellular processes grouped as in Figure 6. BD: Enrichment score from buoyant density separation. FACS: Enrichment score from fluorescence activated cell sorting.
Protein abundance under nitrogen limitation: * increased; † increased 10-fold or more; ‡ decreased; § decreased 10-fold or more (Zhu et al., 2012).