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

NucPred

Fetching Q06194 from www.uniprot.org...

The NucPred score for your sequence is 0.95 (see score help below)

   1  MQIALFACFFLSLFNFCSSAIRRYYLGAVELSWNYIQSDLLSVLHTDSRF    50
51 LPRMSTSFPFNTSIMYKKTVFVEYKDQLFNIAKPRPPWMGLLGPTIWTEV 100
101 HDTVVITLKNMASHPVSLHAVGVSYWKASEGDEYEDQTSQMEKEDDKVFP 150
151 GESHTYVWQVLKENGPMASDPPCLTYSYMSHVDLVKDLNSGLIGALLVCK 200
201 EGSLSKERTQMLYQFVLLFAVFDEGKSWHSETNDSYTQSMDSASARDWPK 250
251 MHTVNGYVNRSLPGLIGCHRKSVYWHVIGMGTTPEIHSIFLEGHTFFVRN 300
301 HRQASLEISPITFLTAQTLLIDLGQFLLFCHISSHKHDGMEAYVKVDSCP 350
351 EESQWQKKNNNEEMEDYDDDLYSEMDMFTLDYDSSPFIQIRSVAKKYPKT 400
401 WIHYISAEEEDWDYAPSVPTSDNGSYKSQYLSNGPHRIGRKYKKVRFIAY 450
451 TDETFKTRETIQHESGLLGPLLYGEVGDTLLIIFKNQASRPYNIYPHGIT 500
501 DVSPLHARRLPRGIKHVKDLPIHPGEIFKYKWTVTVEDGPTKSDPRCLTR 550
551 YYSSFINPERDLASGLIGPLLICYKESVDQRGNQMMSDKRNVILFSIFDE 600
601 NQSWYITENMQRFLPNAAKTQPQDPGFQASNIMHSINGYVFDSLELTVCL 650
651 HEVAYWHILSVGAQTDFLSIFFSGYTFKHKMVYEDTLTLFPFSGETVFMS 700
701 MENPGLWVLGCHNSDFRKRGMTALLKVSSCDKSTSDYYEEIYEDIPTQLV 750
751 NENNVIDPRSFFQNTNHPNTRKKKFKDSTIPKNDMEKIEPQFEEIAEMLK 800
801 VQSVSVSDMLMLLGQSHPTPHGLFLSDGQEAIYEAIHDDHSPNAIDSNEG 850
851 PSKVTQLRPESHHSEKIVFTPQPGLQLRSNKSLETTIEVKWKKLGLQVSS 900
901 LPSNLMTTTILSDNLKATFEKTDSSGFPDMPVHSSSKLSTTAFGKKAYSL 950
951 VGSHVPLNVSEENSDSNILDSTLMYSQESLPRDNILSMENDRLLREKRFH 1000
1001 GIALLTKDNTLFKDNVSLMKTNKTYNHSTTNEKLHTESPTSIENSTTDLQ 1050
1051 DAILKVNSEIQEVTALIHDGTLLGKNSTYLRLNHMLNRTTSTKNKDIFHR 1100
1101 KDEDPIPQDEENTIMPFSKMLFLSESSNWFKKTNGNNSLNSEQEHSPKQL 1150
1151 VYLMFKKYVKNQSFLSEKNKVTVEQDGFTKNIGLKDMAFPHNMSIFLTTL 1200
1201 SNVHENGRHNQEKNIQEEIEKEALIEEKVVLPQVHEATGSKNFLKDILIL 1250
1251 GTRQNISLYEVHVPVLQNITSINNSTNTVQIHMEHFFKRRKDKETNSEGL 1300
1301 VNKTREMVKNYPSQKNITTQRSKRALGQFRLSTQWLKTINCSTQCIIKQI 1350
1351 DHSKEMKKFITKSSLSDSSVIKSTTQTNSSDSHIVKTSAFPPIDLKRSPF 1400
1401 QNKFSHVQASSYIYDFKTKSSRIQESNNFLKETKINNPSLAILPWNMFID 1450
1451 QGKFTSPGKSNTNSVTYKKRENIIFLKPTLPEESGKIELLPQVSIQEEEI 1500
1501 LPTETSHGSPGHLNLMKEVFLQKIQGPTKWNKAKRHGESIKGKTESSKNT 1550
1551 RSKLLNHHAWDYHYAAQIPKDMWKSKEKSPEIISIKQEDTILSLRPHGNS 1600
1601 HSIGANEKQNWPQRETTWVKQGQTQRTCSQIPPVLKRHQRELSAFQSEQE 1650
1651 ATDYDDAITIETIEDFDIYSEDIKQGPRSFQQKTRHYFIAAVERLWDYGM 1700
1701 STSHVLRNRYQSDNVPQFKKVVFQEFTDGSFSQPLYRGELNEHLGLLGPY 1750
1751 IRAEVEDNIMVTFKNQASRPYSFYSSLISYKEDQRGEEPRRNFVKPNETK 1800
1801 IYFWKVQHHMAPTEDEFDCKAWAYFSDVDLERDMHSGLIGPLLICHANTL 1850
1851 NPAHGRQVSVQEFALLFTIFDETKSWYFTENVKRNCKTPCNFQMEDPTLK 1900
1901 ENYRFHAINGYVMDTLPGLVMAQDQRIRWYLLSMGNNENIQSIHFSGHVF 1950
1951 TVRKKEEYKMAVYNLYPGVFETLEMIPSRAGIWRVECLIGEHLQAGMSTL 2000
2001 FLVYSKQCQIPLGMASGSIRDFQITASGHYGQWAPNLARLHYSGSINAWS 2050
2051 TKEPFSWIKVDLLAPMIVHGIKTQGARQKFSSLYISQFIIMYSLDGKKWL 2100
2101 SYQGNSTGTLMVFFGNVDSSGIKHNSFNPPIIARYIRLHPTHSSIRSTLR 2150
2151 MELMGCDLNSCSIPLGMESKVISDTQITASSYFTNMFATWSPSQARLHLQ 2200
2201 GRTNAWRPQVNDPKQWLQVDLQKTMKVTGIITQGVKSLFTSMFVKEFLIS 2250
2251 SSQDGHHWTQILYNGKVKVFQGNQDSSTPMMNSLDPPLLTRYLRIHPQIW 2300
2301 EHQIALRLEILGCEAQQQY 2319

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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