A complex-level example of how conserved yeast nucleolar subunits are represented in FuNGI.
The nucleolus is the most conspicuous nuclear domain and serves as the primary site for ribosome synthesis.
Within this hub, complex ribonucleoprotein (RNP) machineries must be precisely localized to perform specialized functions ranging from ribosomal RNA (rRNA) modification to structural maturation.
While the box C/D snoRNP core complex represents a classic system for site-specific RNA processing, the PeBoW complex provides a critical link between the assembly of ribosomal subunits and the control of cell growth and proliferation.
We selected these two systems as reference frameworks because they represent well-characterized examples of this intricate nucleolar targeting system, illustrating the utility of our database.
The box C/D snoRNP complex is essential for directed rRNA 2'-O-methylation, a critical step in ribosome biogenesis. This complex is composed of four highly conserved core proteins: Nop1p (fibrillarin), Snu13p, Nop56p, and Nop5p/Nop58p. Key insights from previous research highlight why these are ideal for validating out database.
In addition, the PeBoW complex (Pes1, Bop1, and WDR12) is another core complex subunits that coordinates ribosome biogenesis with the cell cycle. In yeast, its homologous core complex (Nop7p, Erb1p, and Ytm1p) is essential for the maturation of the 60S ribosomal subunit and DNA replication. The structural and functional integrity of this complex is required for proper rRNA processing and mammalian cell proliferation.
Lafontaine DLJ, Tollervey D. Synthesis and Assembly of the Box C+D Small Nucleolar RNPs. Mol. Cell. Biol. 2000. 20(8):2650–9.
Hölzel M, Rohrmoser M, Schlee M, Grimm T, Harasim T, Malamoussi A, Gruber-Eber A, Kremmer E, Hiddemann W, Bornkamm GW, Eick D. Mammalian WDR12 is a novel member of the Pes1–Bop1 complex and is required for ribosome biogenesis and cell proliferation. J. Cell Biol. 2005. 170(3):367–78.
While these complexes are well-characterized in model organisms like Saccharomyces cerevisiae, FuNGI extends this knowledge across the diverse fungal phyla. By identifying how these conserved fungal orthologs are represented in our database, we can demonstrate FuNGI's possibility to capture biologically relevant proteins containing nucleolar localization signals (NoLSs).
Because the source organism for this tutorial is Saccharomyces cerevisiae Statistics , we first show how the reference yeast subunits are represented in FuNGI before identifying orthologs in other fungal proteomes.
| Complex | Subunit | Accession | Gene | # NoLS | # NLS | PSORT | Confidence | UniProt |
|---|---|---|---|---|---|---|---|---|
| box C/D snoRNP | NOP1 | P15646 | Kpol_1010p66 | 0 | 1 | nucl | Low (8.6) |
|
| box C/D snoRNP | NOP56 | A7TL01 | Kpol_530p27 | 1 | 1 | cyto_nucl | Medium (10.7) |
|
| box C/D snoRNP | NOP58 | A7TIF5 | NOP58 | 1 | 1 | nucl | Medium (11.2) |
|
| box C/D snoRNP | SNU13 | P39990 | Kpol_1067p31 | 0 | 0 | cyto | Low (2.3) |
|
| PeBoW | NOP7 | A7TSA8 | NOP7 | 3 | 3 | nucl | High (22) |
|
| PeBoW | ERB1 | Q04660 | ERB1 | 0 | 1 | nucl | Medium (11.4) |
|
| PeBoW | YTM1 | Q12024 | YTM1 | 0 | 1 | nucl | Medium (10.9) |
|
| Gene / protein | SIK1 snoRNP complex protein |
|---|---|
| Confidence | Medium (11) |
| NoLS | 1 451-516 |
| NLS | 1 457-516 |
| PSORT |
nucl: 14.500
, cyto_nucl: 14.333
, mito_nucl: 8.166
Nuclear-related sum: 36.999 |
| RBH support |
Forward: identity 77.878
, qcovs 88
Reverse: identity 77.878 , qcovs 86 |
| Gene / protein |
NOP7
Pescadillo homolog |
|---|---|
| Confidence | High (20.3) |
| NoLS |
3
34-62, 514-535, 537-587 |
| NLS |
2
48-52, 520-586 |
| PSORT |
nucl: 21.500
, cyto_nucl: 13.833
, mito_nucl: 0.000
Nuclear-related sum: 35.333 |
| RBH support |
Forward: identity 59.76
, qcovs 96
Reverse: identity 59.241 , qcovs 99 |
| Query (Yeast Complex Subunit) | Subject (Fungal Ortholog) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Complex | Source | Subunit | UniProt | Species | FuNGI_ID | Accession | Gene Name | # NoLS | # NLS | PSORT | UniProt |
| box C/D snoRNP | S. cerevisiae | NOP56 | Q12460 | Candida albicans | 0004408 | A0A1D8PU46 | SIK1 | 1 | 1 | nucl |
|
| box C/D snoRNP | S. cerevisiae | NOP58 | Q12499 | Candida albicans | 0004195 | Q59S06 | NOP58 | 1 | 1 | nucl |
|
| PeBoW | S. cerevisiae | NOP7 | P53261 | Candida albicans | 0004464 | Q59X38 | NOP7 | 3 | 2 | nucl |
|
| PeBoW | S. cerevisiae | ERB1 | Q04660 | Candida albicans | 0004030 | Q59VP7 | ERB1 | 1 | 2 | nucl |
|
This utility demonstrates that while prediction support may vary across conserved subunits, FuNGI effectively captures and prioritizes well-characterized proteins containing nucleolar localization signals (NoLSs).
By using established systems like the box C/D snoRNP and PeBoW complexes as reference frameworks, users can systematically explore orthologs in a target proteome and identify which candidates exhibit the strongest nucleolar localization signals.
In Magnaporthe oryzae, for instance, this approach successfully identifies NOP56 and NOP58 as high-confidence candidates. These results show FuNGI’s potentials to discover biologically relevant proteins across 769 fungal proteomes, transforming integrative predictions into functional insights.