SBC logo Authors: Amine Heddad, Andrea Krings, Markus Brameier and Bob MacCallum, Stockholm Bioinformatics Center, Stockholm University, Sweden.

NucPred

Fetching Q52EB3 from www.uniprot.org...

The NucPred score for your sequence is 0.88 (see score help below)

   1  MADRSARRARPGDDSVGQFVIGAEIGKGSFAQVYMGKHKVSGAAVAIKSV    50
  51  ELARLNKKLKENLYGEINILKTLRHPHIVALHDCVESATHINLMMEYCEL   100
 101  GDLSLFIKKREKLSTNPATHDMARKYPNVPNSGLNEVVIRHFLKQLSSAL   150
 151  KFLRESNLVHRDVKPQNLLLLPSPEFREVNKLARPILTASQDSLVPVAGL   200
 201  ASLPMLKLADFGFARVLPSTSLAETLCGSPLYMAPEILRYERYDAKADLW   250
 251  SVGTVLFEMIVGRPPFRASNHVELLRKIEAAEDVIKFPRETTISSEMKGL   300
 301  TRALLKRNPVERISFENFFAHPVIISSIPGLVEDDIPKPEASEQRSSSKD   350
 351  TRAASKSDDPIASPRKYSFRRHPTDNDQIRDQFRRVEPPSSAAESAPSRQ   400
 401  TSAFSGIAAEARKQAAAEASARTGQSSRNEPGDNLVPRRPQAQPSTSAPS   450
 451  KPGLYEERRRGISNASLNRSNRESSSPTSAALANDSARAPPQQTSRRVQA   500
 501  EEREKAAQDVAFERDYVVVEKKHVEVNAFADEMAANPRLGGQGTPLSPKS   550
 551  GQIVRRATQQGNPTSTTGAIPAAPSRTMQIAQGTQRHYHERGTSLSASPG   600
 601  STASFITKAIQDASLRLLGIKYPAGLTKGASPPELYNPYPAYPTPSPPVG   650
 651  LISSGKQSTPVDEDARVAQLIEEHATRSDVVYGFAEVKYKQLVPLAPSAE   700
 701  HGLGGTTLEDMPTGEEDVLTVEAIVSLSEEALVLYVKALTLLAKSMDIAS   750
 751  LWWARKNRGDQANNALSSTRDSVNTQTLSLRINSAVQWVRSRFNEVLEKA   800
 801  EVVRLRLMDAQKRLPDDHPSHPSNHPQGSESVNGASAEGVFLTVGVTAEK   850
 851  LMYDRALEMSRTAAINEITNEDLAGCEISYVTAIRMLEAVLDNDEDAPKR   900
 901  RLSANMDDSGGDGEDGHAEINADDQQAVQKMIHMIRSRLTSVRSKVRMIS   950
 951  NASKAQQQSQPQSLIRRRSGDVTPRSVPSYSS                     982

Positively and negatively influencing subsequences are coloured according to the following scale:

(non-nuclear) negative ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||| positive (nuclear)

with NucPred



If you find NucPred useful, please cite this paper:
NucPred - Predicting Nuclear Localization of Proteins. Brameier M, Krings A, Maccallum RM. Bioinformatics, 2007. PubMed id: 17332022
The authors also look forward to your comments and suggestions.

What does the NucPred score mean?

You have to decide on a NucPred score threshold. Sequences which score greater than or equal to this threshold are predicted to spend some time in the nucleus. Higher thresholds yield fewer predicted nuclear proteins, but these predictions are more accurate (you can have higher confidence in them). The table below gives more details of the performance of NucPred estimated using the sequences it was trained on (by cross-validation). Another benchmark is available in the Bioinformatics 2007 paper.

NucPred score threshold Specificity Sensitivity
see above fraction of proteins predicted to be nuclear that actually are nuclear fraction of true nuclear proteins that are predicted (coverage)
0.10 0.45 0.88
0.20 0.52 0.83
0.30 0.57 0.77
0.40 0.63 0.69
0.50 0.70 0.62
0.60 0.71 0.53
0.70 0.81 0.44
0.80 0.84 0.32
0.90 0.88 0.21
1.00 1.00 0.02

Sequences which score >= 0.8 with NucPred and which are predicted by PredictNLS to contain an NLS have been shown to be 93% correct with a coverage of 16%. (PredictNLS by itself is 87% correct with 26% coverage on the same data.)

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