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

NucPred

Fetching Q8WHW9 from www.uniprot.org...

The NucPred score for your sequence is 0.98 (see score help below)

   1  MNKELIQINLPANIQNFKEIDLSLYYLRFWYKLNIRKTIVRIWTNRNNLI    50
51 KLFDFQILSSFILRNLHSSRSQKKIFPLKYLFIITIPLFLYRINSRTLLQ 100
101 RENLVLTKLVNTTVRSSGVIQGISRESYTDLCYLPARVRKLPVCNTTNCT 150
151 DIEWWKDWIVKDILPSWKISQRLINEVEMLLREKNISNLRHFFELYTFIF 200
201 ANHSSLAWRYDFNSFFVRKQNDRMNCDLGQQSDFLEKNHFFSSVMIAFCE 250
251 KILFEAEDLSNKQEYKSNLDLIHSRFWIYTNQYHYMNLSQPLIVHYIRHL 300
301 KDFRVREIFLNLFEDFVEFYSWAYYSANFSTWQRYEEKLGIIKDLVRQAL 350
351 ISSDTVSSFDNTTAIQSLFAEILSQFSVYLLSRVQTSGQLTGLRIEKLRN 400
401 MDLKMSKRDLFQNIGIITKNEDPKVFVSESSISNFTNDSYWSLNYYKYYL 450
451 FNKWNWKQLLVPVESKMNIRYQTMGYPFSDTNYSIEYEKAYEAIGETAKS 500
501 FIETLSPRDKRTLVNRNSKSISLSIVKPFHSNLWNKDMLPLHEHSLSVKS 550
551 ISEKIKLLEKQQYIDLRDDNFSDIFQIVDIWGRSRHYHSSRYCEVDNFLL 600
601 RKRIGRAKSHVHELSSLISSIVNLPSSIFERAIKLCSSHQYLQFKILLLP 650
651 RLNKIYLLLTKPNLGFVEIIKNDHCNNEEPDSVEDETILVKNTSINNIES 700
701 FTKPNEMTDVEFDSTTNLLTKENIDYVQDTIKNDLFLMWNNMKDIMNISP 750
751 ISFLIKIDKHNDLTSLCSQYIVYIYQYVFIKSGGYLSKLRSQIKPWVNND 800
801 YFCCLMKQTIDRDLPNWENSLNRLNELIIQIDQIYVNVHNNLSIIEDWED 850
851 WDYFSNYVYLDPIYEKLNFFFNRLIGNILFEDKKAIKYYSKSLLLTDEVI 900
901 SNTLETLETFLPHLKYIKNFLFNHSSILEQFWHNRSDISRDLGSQVSNKL 950
951 VLLLAHSKIPSNSIFSNIAKNGNILIEDLAYREIDKQNNWFNCFNARNRI 1000
1001 PLKHSFDEKNAIFFLEHFANPQLNYNERLYFPKRKIFIKGYNRAYADIII 1050
1051 NDLPRLINGFRSFIRRKGFCLEGTNFFQIKSHLFNKIPNKEYPHSILTQT 1100
1101 IQILHRFYLIKEFGSSIQLKSLSTEQVNLFDLQERFLNSSSIRKQLVNIG 1150
1151 VSDYWQPLLDSDPTNDFHLMNISTKDQLNQNGGSGSIIDEKSYHNDYLYS 1200
1201 KFFGNLEEYDMLFRLKIPELSIHFIPDDSKIESLEKHIEFNQDIKNIYVD 1250
1251 KNIFRSNLLMRFNERLRVINILELLRVSTIAKKWLFFHEYIPWFFTIEWW 1300
1301 KYINSAVPNTFSETLLNISDQWISNLYYITNNIKNSITYLWVNLEFKLKA 1350
1351 YSFDNKIYRFDSSIGVIYKEGCSSLRWSPLRLMSDSNVLYLTLIIPLLFS 1400
1401 YIVFQHYLSIFTGFHSFSLWKRFEVFNYFLDPFNKIYIEKVLSFFPPARQ 1450
1451 KSIKPSLVDYLKRFFIYLTYGSSKRKVDVLLSYGKSLDIFREENNLVVHY 1500
1501 LITNRILSQDGFHFHLNSNNMLNSNIKEFSSKLGLNYLQYLANIYKTNLS 1550
1551 NFPISQLDLVERCLFFTFWQNIISPGIPGQFHILQNTPIPLQLGSSFPSK 1600
1601 GILLIGSMETGRSYLIKSLAANYCLPLIQIPINKLLDKKVHFESKSVVLF 1650
1651 PGESVRRLTLTFELVKRMSPCIVWIQDIHELNLDRVMNELEVDPKYLFCS 1700
1701 LLKCLSNNSSNYYVRNNIIIAPTHIPSKVDPSFISPNRLDQLINIRRLNI 1750
1751 HQREREFLALLRVKGFYYKGDLSHLGELGSITRGYSKRDLTVLANGVLLL 1800
1801 SITQKESFVCQNSMELALHRQVRALDNKSKNGLRYEMLFYRIGKAIIQNS 1850
1851 LINMPYIDSLSINPKLLRKRFSFLSNWYLETSLAESTVKELTLLPYIMGC 1900
1901 LAGIAARDSWFILERKQESLVTLDRISENDIQLAFGILESLLADFSGLEI 1950
1951 CGKNDHNSLLQQTNKQYFNRIQKVLFSENDETILKENTKSINPYLSGANR 2000
2001 YFFLARSSCLSRISFLRSSIYESMELSSESNTSYKMKESNENLVQHTERD 2050
2051 LDSTKKDQDQILKGKDEFAGYRRILRDYRERPIYTTLENQLDHLDQLDNA 2100
2101 SLLDPFLKSNMDKSFMQYEMQYYPSDKLVLFLGRRFIWNMAGSSFIRDNA 2150
2151 AFQRNKLFAEGDEVKRLYIAYGAIKERRKRLSFNKYIKKIDSQESSQNLI 2200
2201 TKQEKRHFENVRTNQMIKSYFGIPRLLPTVYLYQSIFIENTQDRYNHLNL 2250
2251 LNYRHSLSSSREGLIYMILLESYHYLLNLFLSNRIILEKMAIILLKNTLI 2300
2301 SSKEVEQILSKLK 2313

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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