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

NucPred

Fetching P41233 from www.uniprot.org...

The NucPred score for your sequence is 0.50 (see score help below)

   1  MACWPQLRLLLWKNLTFRRRQTCQLLLEVAWPLFIFLILISVRLSYPPYE    50
51 QHECHFPNKAMPSAGTLPWVQGIICNANNPCFRYPTPGEAPGVVGNFNKS 100
101 IVSRLFSDAQRLLLYSQRDTSIKDMHKVLRMLRQIKHPNSNLKLQDFLVD 150
151 NETFSGFLQHNLSLPRSTVDSLLQANVGLQKVFLQGYQLHLASLCNGSKL 200
201 EEIIQLGDAEVSALCGLPRKKLDAAERVLRYNMDILKPVVTKLNSTSHLP 250
251 TQHLAEATTVLLDSLGGLAQELFSTKSWSDMRQEVMFLTNVNSSSSSTQI 300
301 YQAVSRIVCGHPEGGGLKIKSLNWYEDNNYKALFGGNNTEEDVDTFYDNS 350
351 TTPYCNDLMKNLESSPLSRIIWKALKPLLVGKILYTPDTPATRQVMAEVN 400
401 KTFQELAVFHDLEGMWEELSPQIWTFMENSQEMDLVRTLLDSRGNDQFWE 450
451 QKLDGLDWTAQDIMAFLAKNPEDVQSPNGSVYTWREAFNETNQAIQTISR 500
501 FMECVNLNKLEPIPTEVRLINKSMELLDERKFWAGIVFTGITPDSVELPH 550
551 HVKYKIRMDIDNVERTNKIKDGYWDPGPRADPFEDMRYVWGGFAYLQDVV 600
601 EQAIIRVLTGSEKKTGVYVQQMPYPCYVDDIFLRVMSRSMPLFMTLAWIY 650
651 SVAVIIKSIVYEKEARLKETMRIMGLDNGILWFSWFVSSLIPLLVSAGLL 700
701 VVILKLGNLLPYSDPSVVFVFLSVFAMVTILQCFLISTLFSRANLAAACG 750
751 GIIYFTLYLPYVLCVAWQDYVGFSIKIFASLLSPVAFGFGCEYFALFEEQ 800
801 GIGVQWDNLFESPVEEDGFNLTTAVSMMLFDTFLYGVMTWYIEAVFPGQY 850
851 GIPRPWYFPCTKSYWFGEEIDEKSHPGSSQKGVSEICMEEEPTHLRLGVS 900
901 IQNLVKVYRDGMKVAVDGLALNFYEGQITSFLGHNGAGKTTTMSILTGLF 950
951 PPTSGTAYILGKDIRSEMSSIRQNLGVCPQHNVLFDMLTVEEHIWFYARL 1000
1001 KGLSEKHVKAEMEQMALDVGLPPSKLKSKTSQLSGGMQRKLSVALAFVGG 1050
1051 SKVVILDEPTAGVDPYSRRGIWELLLKYRQGRTIILSTHHMDEADILGDR 1100
1101 IAIISHGKLCCVGSSLFLKNQLGTGYYLTLVKKDVESSLSSCRNSSSTVS 1150
1151 CLKKEDSVSQSSSDAGLGSDHESDTLTIDVSAISNLIRKHVSEARLVEDI 1200
1201 GHELTYVLPYEAAKEGAFVELFHEIDDRLSDLGISSYGISETTLEEIFLK 1250
1251 VAEESGVDAETSDGTLPARRNRRAFGDKQSCLHPFTEDDAVDPNDSDIDP 1300
1301 ESRETDLLSGMDGKGSYQLKGWKLTQQQFVALLWKRLLIARRSRKGFFAQ 1350
1351 IVLPAVFVCIALVFSLIVPPFGKYPSLELQPWMYNEQYTFVSNDAPEDMG 1400
1401 TQELLNALTKDPGFGTRCMEGNPIPDTPCLAGEEDWTISPVPQSIVDLFQ 1450
1451 NGNWTMKNPSPACQCSSDKIKKMLPVCPPGAGGLPPPQRKQKTADILQNL 1500
1501 TGRNISDYLVKTYVQIIAKSLKNKIWVNEFRYGGFSLGVSNSQALPPSHE 1550
1551 VNDAIKQMKKLLKLTKDSSADRFLSSLGRFMAGLDTKNNVKVWFNNKGWH 1600
1601 AISSFLNVINNAILRANLQKGENPSQYGITAFNHPLNLTKQQLSEVALMT 1650
1651 TSVDVLVSICVIFAMSFVPASFVVFLIQERVSKAKHLQFISGVKPVIYWL 1700
1701 SNFVWDMCNYVVPATLVIIIFICFQQKSYVSSTNLPVLALLLLLYGWSIT 1750
1751 PLMYPASFVFKIPSTAYVVLTSVNLFIGINGSVATFVLELFTNNKLNDIN 1800
1801 DILKSVFLIFPHFCLGRGLIDMVKNQAMADALERFGENRFVSPLSWDLVG 1850
1851 RNLFAMAVEGVVFFLITVLIQYRFFIRPRPVKAKLPPLNDEDEDVRRERQ 1900
1901 RILDGGGQNDILEIKELTKIYRRKRKPAVDRICIGIPPGECFGLLGVNGA 1950
1951 GKSTTFKMLTGDTPVTRGDAFLNKNSILSNIHEVHQNMGYCPQFDAITEL 2000
2001 LTGREHVEFFALLRGVPEKEVGKVGEWAIRKLGLVKYGEKYASNYSGGNK 2050
2051 RKLSTAMALIGGPPVVFLDEPTTGMDPKARRFLWNCALSIVKEGRSVVLT 2100
2101 SHSMEECEALCTRMAIMVNGRFRCLGSVQHLKNRFGDGYTIVVRIAGSNP 2150
2151 DLKPVQEFFGLAFPGSVLKEKHRNMLQYQLPSSLSSLARIFSILSQSKKR 2200
2201 LHIEDYSVSQTTLDQVFVNFAKDQSDDDHLKDLSLHKNQTVVDVAVLTSF 2250
2251 LQDEKVKESYV 2261

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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