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Table 3 Some notable examples of proteins with newly assigned biological functions with our optimization method

From: Global organization of protein complexome in the yeast Saccharomyces cerevisiae

Protein

Known function

Predicted function

Reference

Eno2

Metabolism

Cell division

[46]

Pgk1

Metabolism

Cell division

[47]

Reg1

Metabolism/regulation/cell growth/morphogenesis

Cell division

[48]

Act1

Cell cycle/growth

Mitochondrial biogenesis

[49]

Gsg1

ER to Golgi transport

Cell wall biogenesis

[50]

Ydl203c

Metabolism

Cell wall biogenesis

[46]

Ymr237w

Metabolism

Cell wall biogenesis

[46]

Pep3

Protein targeting, sorting and translocations, vacuolar/lysosomal transport

Cell wall biogenesis

[51]

Ubp15

Cytoplasmic and nuclear protein degradation

Cell wall biogenesis

[52]

Atg17

Cytoskeletal biogenesis

Peroxisome biogenesis

[53]

Gpi8

Lipid, protein modification

Endoplasmic reticulum biogenesis

[54]

Yol070c

Unknown

Bud/growth tip, cell cycle checkpoint

[29]

Hda2

Transcriptional control

Metabolic enzyme

[55]

Iwr1

Meiosis

Transcriptional control

[29]

  1. Reference [29] refers to the case that the predicted functions are not given by the MIPS data [28] so that the functions are not assigned initially, but found by our method and on the Gene Ontology (GO) database [29]. In this case, we consider GO database as the validation source, similar to other references [46–55].