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

NucPred

Fetching Q9BZC7 from www.uniprot.org...

The NucPred score for your sequence is 0.48 (see score help below)

   1  MGFLHQLQLLLWKNVTLKRRSPWVLAFEIFIPLVLFFILLGLRQKKPTIS    50
51 VKEAFYTAAPLTSAGILPVMQSLCPDGQRDEFGFLQYANSTVTQLLERLD 100
101 RVVEEGNLFDPARPSLGSELEALRQHLEALSAGPGTSGSHLDRSTVSSFS 150
151 LDSVARNPQELWRFLTQNLSLPNSTAQALLAARVDPPEVYHLLFGPSSAL 200
201 DSQSGLHKGQEPWSRLGGNPLFRMEELLLAPALLEQLTCTPGSGELGRIL 250
251 TVPESQKGALQGYRDAVCSGQAAARARRFSGLSAELRNQLDVAKVSQQLG 300
301 LDAPNGSDSSPQAPPPRRLQALLGDLLDAQKVLQDVDVLSALALLLPQGA 350
351 CTGRTPGPPASGAGGAANGTGAGAVMGPNATAEEGAPSAAALATPDTLQG 400
401 QCSAFVQLWAGLQPILCGNNRTIEPEALRRGNMSSLGFTSKEQRNLGLLV 450
451 HLMTSNPKILYAPAGSEVDRVILKANETFAFVGNVTHYAQVWLNISAEIR 500
501 SFLEQGRLQQHLRWLQQYVAELRLHPEALNLSLDELPPALRQDNFSLPSG 550
551 MALLQQLDTIDNAACGWIQFMSKVSVDIFKGFPDEESIVNYTLNQAYQDN 600
601 VTVFASVIFQTRKDGSLPPHVHYKIRQNSSFTEKTNEIRRAYWRPGPNTG 650
651 GRFYFLYGFVWIQDMMERAIIDTFVGHDVVEPGSYVQMFPYPCYTRDDFL 700
701 FVIEHMMPLCMVISWVYSVAMTIQHIVAEKEHRLKEVMKTMGLNNAVHWV 750
751 AWFITGFVQLSISVTALTAILKYGQVLMHSHVVIIWLFLAVYAVATIMFC 800
801 FLVSVLYSKAKLASACGGIIYFLSYVPYMYVAIREEVAHDKITAFEKCIA 850
851 SLMSTTAFGLGSKYFALYEVAGVGIQWHTFSQSPVEGDDFNLLLAVTMLM 900
901 VDAVVYGILTWYIEAVHPGMYGLPRPWYFPLQKSYWLGSGRTEAWEWSWP 950
951 WARTPRLSVMEEDQACAMESRRFEETRGMEEEPTHLPLVVCVDKLTKVYK 1000
1001 DDKKLALNKLSLNLYENQVVSFLGHNGAGKTTTMSILTGLFPPTSGSATI 1050
1051 YGHDIRTEMDEIRKNLGMCPQHNVLFDRLTVEEHLWFYSRLKSMAQEEIR 1100
1101 REMDKMIEDLELSNKRHSLVQTLSGGMKRKLSVAIAFVGGSRAIILDEPT 1150
1151 AGVDPYARRAIWDLILKYKPGRTILLSTHHMDEADLLGDRIAIISHGKLK 1200
1201 CCGSPLFLKGTYGDGYRLTLVKRPAEPGGPQEPGLASSPPGRAPLSSCSE 1250
1251 LQVSQFIRKHVASCLLVSDTSTELSYILPSEAAKKGAFERLFQHLERSLD 1300
1301 ALHLSSFGLMDTTLEEVFLKVSEEDQSLENSEADVKESRKDVLPGAEGPA 1350
1351 SGEGHAGNLARCSELTQSQASLQSASSVGSARGDEGAGYTDVYGDYRPLF 1400
1401 DNPQDPDNVSLQEVEAEALSRVGQGSRKLDGGWLKVRQFHGLLVKRFHCA 1450
1451 RRNSKALFSQILLPAFFVCVAMTVALSVPEIGDLPPLVLSPSQYHNYTQP 1500
1501 RGNFIPYANEERREYRLRLSPDASPQQLVSTFRLPSGVGATCVLKSPANG 1550
1551 SLGPTLNLSSGESRLLAARFFDSMCLESFTQGLPLSNFVPPPPSPAPSDS 1600
1601 PASPDEDLQAWNVSLPPTAGPEMWTSAPSLPRLVREPVRCTCSAQGTGFS 1650
1651 CPSSVGGHPPQMRVVTGDILTDITGHNVSEYLLFTSDRFRLHRYGAITFG 1700
1701 NVLKSIPASFGTRAPPMVRKIAVRRAAQVFYNNKGYHSMPTYLNSLNNAI 1750
1751 LRANLPKSKGNPAAYGITVTNHPMNKTSASLSLDYLLQGTDVVIAIFIIV 1800
1801 AMSFVPASFVVFLVAEKSTKAKHLQFVSGCNPIIYWLANYVWDMLNYLVP 1850
1851 ATCCVIILFVFDLPAYTSPTNFPAVLSLFLLYGWSITPIMYPASFWFEVP 1900
1901 SSAYVFLIVINLFIGITATVATFLLQLFEHDKDLKVVNSYLKSCFLIFPN 1950
1951 YNLGHGLMEMAYNEYINEYYAKIGQFDKMKSPFEWDIVTRGLVAMAVEGV 2000
2001 VGFLLTIMCQYNFLRRPQRMPVSTKPVEDDVDVASERQRVLRGDADNDMV 2050
2051 KIENLTKVYKSRKIGRILAVDRLCLGVRPGECFGLLGVNGAGKTSTFKML 2100
2101 TGDESTTGGEAFVNGHSVLKELLQVQQSLGYCPQCDALFDELTAREHLQL 2150
2151 YTRLRGISWKDEARVVKWALEKLELTKYADKPAGTYSGGNKRKLSTAIAL 2200
2201 IGYPAFIFLDEPTTGMDPKARRFLWNLILDLIKTGRSVVLTSHSMEECEA 2250
2251 LCTRLAIMVNGRLRCLGSIQHLKNRFGDGYMITVRTKSSQSVKDVVRFFN 2300
2301 RNFPEAMLKERHHTKVQYQLKSEHISLAQVFSKMEQVSGVLGIEDYSVSQ 2350
2351 TTLDNVFVNFAKKQSDNLEQQETEPPSALQSPLGCLLSLLRPRSAPTELR 2400
2401 ALVADEPEDLDTEDEGLISFEEERAQLSFNTDTLC 2435

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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