Sequence-based predictions TSD

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Revision as of 15:26, 15 May 2012 by Meiera (talk | contribs) (GOpet)

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If not noted otherwise, the sequence for all predictions is the HEXA Reference sequence (Uniprot P06865). A protocol for this task can be found here.

Secondary structure

Proteins: Ribonuclease inhibitor P10775 , CutA Q9X0E6 , CAM-PRP catalytic subunit Q08209
Ribonuclease inhibitor and CutA are located in the cytoplasm whereas the CAM-PRP catalytic subunit is located in the nucleus.

DSSP builds upon 3D structures, therefore a PDB entry has to be selected for every given Uniprot entry. The chosen mapping is 2bnh for P10775, 1kr4 for Q9X0E6, 1aui for Q08209 and 2gjx for P06865.

Disorder

Transmembrane helices

Proteins: Dopamine D3 receptor P35462 , KvAP Q9YDF8 , AQP-4 P47863
Dopamine D3 receptor, KvAP and AQP-4 are multi-pass membrane proteins. <figtable id="tab:gopetgo">

Positions of transmembrane helices
Drd3 33–35 66–88 105–126 150–170 188–212 330–351 367–388
KvAP 39–63 68–92 109–125 129–145 160–184 222–253
AQP-4 37–57 65–85 116–136 156–176 185–205 232–252

Table TODO: Assigned transmembrane regions in Uniprot </figtable>


Signal peptides

Proteins: Serum albumin P02768, LAMP-1 P11279, AQP-4 P47863
HEXA LAMP-1 and Serum albumin contain a signal peptide. HEXA has an assigned peptide between position 1 and 22, LAMP-1 between 1 and 28 and Serum albumin between position 1 and 18.
LAMP-1 is a membrane protein which passes the membrane with one helix. Serum albumin, the main protein of plasma, is a secreted extracellular protein. AQP-4 is a multi-pass membrane protein which forms a waterspecific channel and functions in transport.


The prediction of the displayed results was performed with SignalP version 4.0.
SignalP employs 3 main scores for the prediction of signal peptides, C, S and Y. The S-score stands for the actual signal peptide prediction, with high scores indicating that the corresponding amino acid is part of a signal peptide, and low scores indicating that the amino acid is part of a mature protein. The C-score is the cleavage score, which indicates the best cleavage cite when significantly high. (When a cleavage site position is referred to by a single number, the number indicates the first residue in the mature protein.) Y-max is a derivative of the C-score combined with the S-score calculated to give a better cleavage site prediction than the raw C-score alone.
There are two additional scores reported in the SignalP output, namely the S-mean and the D-score. The S-mean is the average of the S-score, ranging from the N-terminal amino acid to the amino acid assigned with the highest Y-max score. The D-score is implemented as a weighted average of the S-mean and the Y-max scores.
For non-secretory proteins all scores are supposed to be very low.

<figtable id="tbl:signalp">

Sp P06865 HEXA HUMAN.png
Sp P47863 AQP4 RAT TSD.png
Sp P11279 LAMP1 HUMAN TSD.png
Sp P02768 ALBU HUMAN TSD.png
Table : Signal peptide predictions.

</figtable>

The <xr id="tbl:signalp"/> displays the results of the SignalP predictions. The additional scores can be viewed here. HEXA, LAMP-1 and Serum albumin are correctly predicted one signal peptide at the beginning of the sequence and AQP-4 is identified as a mature protein.


GO terms

GOpet

<xr id="tab:gopetgo"/> depicts the prediction results for the Hexa protein from GOpet. The accuracy is 0.75.

<figtable id="tab:gopetgo">

GO-Term ID Type Confidence GO-Term description Validation
GO:0003824 Molecular function 97% catalytic activity true
GO:0004563 Molecular function 96% beta-N-acetylhexosaminidase activity true
GO:0015929 Molecular function 96% hexosaminidase activity false
GO:0016787 Molecular function 96% hydrolase activity true
GO:0016798 Molecular function 96% hydrolase activity acting on glycosyl bonds true
GO:0004553 Molecular function 96% hydrolase activity hydrolyzing O-glycosyl compounds true
GO:0016799 Molecular function 77% hydrolase activity hydrolyzing N-glycosyl compounds false
GO:0046982 Molecular function 61% protein heterodimerization activity true

Table TODO: GO term prediction from GOpet. </figtable>