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

NucPred

Fetching Q8N157 from www.uniprot.org...

The NucPred score for your sequence is 0.96 (see score help below)

   1  MPTAESEAKVKTKVRFEELLKTHSDLMREKKKLKKKLVRSEENISPDTIR    50
51 SNLHYMKETTSDDPDTIRSNLPHIKETTSDDVSAANTNNLKKSTRVTKNK 100
101 LRNTQLATENPNGDASVEEDKQGKPNKKVIKTVPQLTTQDLKPETPENKV 150
151 DSTHQKTHTKPQPGVDHQKSEKANEGREETDLEEDEELMQAYQCHVTEEM 200
201 AKEIKRKIRKKLKEQLTYFPSDTLFHDDKLSSEKRKKKKEVPVFSKAETS 250
251 TLTISGDTVEGEQKKESSVRSVSSDSHQDDEISSMEQSTEDSMQDDTKPK 300
301 PKKTKKKTKAVADNNEDVDGDGVHEITSRDSPVYPKCLLDDDLVLGVYIH 350
351 RTDRLKSDFMISHPMVKIHVVDEHTGQYVKKDDSGRPVSSYYEKENVDYI 400
401 LPIMTQPYDFKQLKSRLPEWEEQIVFNENFPYLLRGSDESPKVILFFEIL 450
451 DFLSVDEIKNNSEVQNQECGFRKIAWAFLKLLGANGNANINSKLRLQLYY 500
501 PPTKPRSPLSVVEAFEWWSKCPRNHYPSTLYVTVRGLKVPDCIKPSYRSM 550
551 MALQEEKGKPVHCERHHESSSVDTEPGLEESKEVIKWKRLPGQACRIPNK 600
601 HLFSLNAGERGCFCLDFSHNGRILAAACASRDGYPIILYEIPSGRFMREL 650
651 CGHLNIIYDLSWSKDDHYILTSSSDGTARIWKNEINNTNTFRVLPHPSFV 700
701 YTAKFHPAVRELVVTGCYDSMIRIWKVEMREDSAILVRQFDVHKSFINSL 750
751 CFDTEGHHMYSGDCTGVIVVWNTYVKINDLEHSVHHWTINKEIKETEFKG 800
801 IPISYLEIHPNGKRLLIHTKDSTLRIMDLRILVARKFVGAANYREKIHST 850
851 LTPCGTFLFAGSEDGIVYVWNPETGEQVAMYSDLPFKSPIRDISYHPFEN 900
901 MVAFCAFGQNEPILLYIYDFHVAQQEAEMFKRYNGTFPLPGIHQSQDALC 950
951 TCPKLPHQGSFQIDEFVHTESSSTKMQLVKQRLETVTEVIRSCAAKVNKN 1000
1001 LSFTSPPAVSSQQSKLKQSNMLTAQEILHQFGFTQTGIISIERKPCNHQV 1050
1051 DTAPTVVALYDYTANRSDELTIHRGDIIRVFFKDNEDWWYGSIGKGQEGY 1100
1101 FPANHVASETLYQELPPEIKERSPPLSPEEKTKIEKSPAPQKQSINKNKS 1150
1151 QDFRLGSESMTHSEMRKEQSHEDQGHIMDTRMRKNKQAGRKVTLIE 1196

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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