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

NucPred

Fetching Q6EVY7 from www.uniprot.org...

The NucPred score for your sequence is 0.99 (see score help below)

   1  MKRHQFKSCIFELREILREIKNSRYFLDSWTKFDSVVSFTHIFFHQERFV    50
51 KLLGPQTWSVLLSRDSQGSTSNRYFTIKGVVLLVVAVLIYRINNRNMVER 100
101 KNLYLMGLLPIPMNSIGPRNDTLEESFWSPNINRLIVSLLYLPKGKKISE 150
151 SCFMDPKESTWVLPITQKCIMPESNWGSRWWRNWIGKKRDSSCKISNETV 200
201 AGIEISFKEKDIKYLEFLFVSYMDDPIRKDHGWELFDRVSPRKKRNIINL 250
251 NSGQLFEILAKHLICYLMSAFREKRPIEVEGFLKQQGAEATIPSNDIEHV 300
301 SHLFSRNKWDISLQNCAQFHMWQFHQDLFVSWGKNQHESDFLRNVSRENL 350
351 IWLDNMWLVNKDRFFSKVRNVSSNIQYDSTRSIFVQVTDSSQLKGSSDQS 400
401 RENFDSISNEDSEYHTLINQTEIQQLKERLILWDPSSLQTERTEIESDRF 450
451 PKYPSGYSSMSRLFTEREKQMNNHLFPEKIEEFLGNPTRSIRSFFSDRWS 500
501 ELHLVSNATERFTRDQKLLKKQQDVFSFVPSRRSEKKEMVDIFKIITYLQ 550
551 NTVSIHPISSDRGCDMVPKDEPDMDSSNKISFLNKNPFCDLFHLFHDRNK 600
601 GRYTLHHDFESEERFQEMADLFTLSITEPDLVYHKGFAFSIDSYGLDQKK 650
651 FLNEVFNSRDESKKNSLLVLPHIFYEENESFYRRIRKKWVRISCRNGLED 700
701 PKPKIVVFASNNIMEAVNQYRLIRNLIQIQYSTYGYIRNLSNRFFLMNRS 750
751 DRNFEYGIQRDQIGNDTLNHITIMKYMINQHLLNVKKSQKKWFDPLISRT 800
801 ERSMNRDPNAYRYKWSNGSKNFQEHLEHFVSEQKNRFQVVFDRLRINQHS 850
851 IDWSKVIDKQDLSKSLHFFLSKSLLFLSKSLTFFFVSIGNIPIHRSEIHI 900
901 YELKGPNDQLCNQLLESIGVQIVHLNKLKPFLLDDHDTSQRSKFLINGGT 950
951 ISAFLFNKIPKWMIDSLHTRNNRRKFFDNTDSYFSMISHDRDNWLNPVKP 1000
1001 FHRSSLISSFYKANLLRFLNNPHHFCFYSNKRFPFYAEKTRIDNYDLTYG 1050
1051 QFLHISFIRNKIFSLCVGKKKHVFLERDTISPIESQVSDIFIPNDFPQSG 1100
1101 DETYNLYKSQPLSTYCQPLSDMNLSDSEGKNLHQYLSFNSNMGLIHTPCS 1150
1151 EKDLPSAKKRNLCLKKCVEKRQMYRAFQRDSAFSNLSKWNLFQTYMPWFL 1200
1201 TSAGCKYINFILLDTFSDPLPILSSSHQFVSFFYDIMHGSDISWSILQIP 1250
1251 LWAILPRWNLISEISSKCLQNILLPEEMIHRNNESPVPLKWTHLRSPNAR 1300
1301 EFLYSILFLLLVAGYLVRTHLLFISRVSSELQTELEKIKSLMIPSYMIEL 1350
1351 RKLLDRYPPPELNSFWLKNLFLVALEQLGDSLEEIRSSASGGNMLLSGGP 1400
1401 TYGVKSIRSKKKDLNINLIDIIYLISIIPNPINSITFSRNTRHLSRTSKE 1450
1451 IYSLIRKNVNSDWIDDQIESWVANSDLIDDEEREFLVQFSTLTTEKRIDQ 1500
1501 ILLSLTHSDHLSKNDSGYQMIEQPGSIYLRYLVDIQKRYLMNYEFNRSCL 1550
1551 AERRIFLAHYQTITYSQTPCGANSSHFPSHGKPFSLRLALPPSRGILVIG 1600
1601 FIGTGRSYFVKYRVTNSYVPFITVFPNKFLDDNKGYLIDDIDIDDRDDID 1650
1651 IDDRDDDDLDTELLTMPNVLTMYMTPKIDQFEITLPLELAKAMSPCIIWI 1700
1701 PNIHDLYVNESNYLSLGLLVNHLPRDCERCSTRNILVIASTHIPQKVDPA 1750
1751 LIAPNKSNTCIKIRRLLIPQQRKHFFILSYTRGFRLEKKMSHTNGFGSIT 1800
1801 MGSNARDLVALTNEVLSISITQKKSIIDTNTIRSALHRQTWDLRSQVRSV 1850
1851 QYHEILFYQIGRAVAQNVLLSNCSIDPISIYMKKKSCKEGDSYLSKWYFE 1900
1901 LGTSMKKLTILLYLLSCSAGSVAQDLWSPPGPDEQNWITSYGFVENDSDL 1950
1951 VHGLLESALVGYSRTECSQFDNDRVTLLLRSEPRNQLDMMQNGSCSIVDQ 2000
2001 RFLYEKYESGFEEGEGEGTLDLQQIEEDEDLFNHIVWAPRLWRPHGNLFD 2050
2051 CIERPKKLGFPYWVRSFRDKRIIYHKEDKLQENDSEFLRSGTVQYQTRDR 2100
2101 SSKEQGFFRISQFIWDPADQFFFLFKDQPFVSVFSRRESFADEEMSKGLI 2150
2151 TSQTNSPTSIYKRWLIKNTQEKHFELLIHRQRWLRTNTNSSLSNGSFRSN 2200
2201 TLSESYQYLSNLFLSNNGTLLDQMTKTLLRKRWLFPDEMKHLIHAPGERF 2250
2251 PIP 2253

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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