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

NucPred

Fetching Q09794 from www.uniprot.org...

The NucPred score for your sequence is 0.23 (see score help below)

   1  MSGLLPSLSSSFPLVQSEALGMPRTHGPKPSENDPKEPTCSPSPAFYSVN    50
51 GEMKDYKLMALELEDKSVLQGYSFGADHSVSGELVFQTGMVGYPESLTDP 100
101 SYRGQILVFTFPTVGNYGVPDRRILDEISGLPKYFESNQIHVAAIIISSY 150
151 SQNYSHFLAHSSLGEWLKEQGIPGIFGIDTRALTKKIRDQGSMLGRLLIQ 200
201 KDESPINPSSITGLGKDWSTAFEDIPWKNPNTENLTSQVSIKEPKLYEPH 250
251 PTTAIKKADGKIIRILVIDVGMKYNQIRCFLNRGVELLVVPWDYDFTKET 300
301 YDGLFISNGPGDPSLMDLVVDRVKRVLESKTVPVFGICFGHQIMARAAGA 350
351 STTKMKFGNRGHNIPCTCMISGRCYITSQNHGYAVDASSLSNGWKELFVN 400
401 ANDGSNEGIYNTEYPFFSVQFHPESTPGPRDTEFLFDVFIDVVKRSADAK 450
451 SLQPFKLPGGTIEENRSRHPLVDAKRVLILGSGGLSIGQAGEFDYSGSQA 500
501 IKALREEGIYTILINPNIATIQTSKGLADKVYFLPVNADFVRKVIKQERP 550
551 DSIYVTFGGQTALNVGIELKDEFEQLGVKVLGTPIDTIITTEDRELFARA 600
601 MDEINEKCAKSASASSIEEAIKVSKDISFPVIVRAAYALGGLGSGFADNE 650
651 AELIDLCTLAFATSPQVLIERSMKGWKEIEYEVVRDAFDNCITVCNMENF 700
701 DPLGIHTGDSIVVAPSQTLTDEDYNMLRTTAVNVIRHLGVVGECNIQYAL 750
751 NPFTKEYCIIEVNARLSRSSALASKATGYPLAFTAAKLGLNIPLNEVKNS 800
801 VTKVTCACFEPSLDYVVVKIPRWDLKKFTRVSTQLSSAMKSVGEVMSIGR 850
851 TFEEAIQKAIRAIDYSNTGFNVKDALMSIDTELQTPSDQRLFAIANAMAS 900
901 GYSVDRIWELTRIDKWFLEKLMGLIRTSQLISKHDISSLPISLLKTAKQL 950
951 GFADVQIAAFMNSTELAVRRIRTEAGIRPFVKQIDTVAAEFPAFTNYLYT 1000
1001 TYNAVEHDIHFNDKGVMVLGSGVYRIGSSVEFDWCAVRAVRTLRDRGVKT 1050
1051 IMVNYNPETVSTDYDEADRLYFENIGLETVLDIYEQESSSGIIIAMGGQT 1100
1101 ANNIALPLHRENVKILGTSPEMIDGAENRFKFSRMLDDIGVDQPKWKELT 1150
1151 SFDEADKFCDTVGYPVLVRPSYVLSGAAMNTVYSQSDLHSYLQQAVAINK 1200
1201 DHPVVISKYIENAKEIELDAVAREGKMVMHVISEHVENAGVHSGDATLVL 1250
1251 PPQDLAPTTIERIVDAAAKIGEALNITGPYNIQFIAKDNEIKVIECNVRA 1300
1301 SRSFPFVSKVIGVDMISMATDVIMGNPIQPYPDVDLPRDYVAVKVPQFSF 1350
1351 SRLSGADPVLGVEMASTGEVACFGHNKFEAYLKAMISTGFRLPKKNILIS 1400
1401 IGSYKEKAELLPYVKKLYENNYNIFATAGTSDYFMESGVPCKYLADLPAE 1450
1451 EANNEYSLSAHLANNMIDMYINLPSNNRYRRPANYISSGYKSRRLAIDYS 1500
1501 VPLVTNVKCAKLMIEAICRNLDFSLSTVDFQSSFQTANLPGLINISAFLP 1550
1551 EFTSEAVSDYTKECIASGFTMARFLPFSTSSTLADKDSLSAVKKLALDHA 1600
1601 HCDYNFSVIASSTNEVTISELTSESGCLFFHFEKDDSGIDHVTAVASHFN 1650
1651 VWPDTQTVMTDAKSTTLASLLLLASLHNRRIHITNVSSKDDLNLIVLAKQ 1700
1701 RSLPVTFDVSVYSLFLNQNDYPGATFLPTADDQVEIWNKLSYIDCFSIGS 1750
1751 IPSRLAKFVGNTAFTGFGVREAIPLLLTAVNEGRLTLKDVVDRFYSNPKA 1800
1801 IFRLHDQDDSGVQLEVDRSVSWSSKDWTPFNGKKLYGSIQSVQFDGHDVF 1850
1851 FDGELNFEHTYGRDYSSASLADKSKATRKVSALMSPGLPHAAPSLAEAFG 1900
1901 QAPENKAHPDISLNMTPNFKPSHELVQLINSSPFYRKHIISVHQVTRSDL 1950
1951 HVLFAIAHQMRIIVERQGVIDLCYGKLLCTMFFEPSTRTSSSFDAAMQRL 2000
2001 GGKVVAVTASASSVNKGESLADTIRTLGCYGDAIVLRHPSIESARIAANF 2050
2051 SPVPIINGGNGSKEHPTQAFLDLYTIREELGSVNGLTITFIGDLKYGRTV 2100
2101 HSLARLLAFWHVELHLVSPEQLALPDDVKDDIRANGLNFIEHRELTKEVV 2150
2151 AQSDVLYCTRVQKERFASVDEYEKLKDSFIVDNSVLASAKSHCIVMHPLP 2200
2201 RNREISEEVDFDQRRAAYFRQMRYGLYIRMALLACVMGATEVAN 2244

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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