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However,,,,most,,,researchers,,,considered,,,the,,,number,,,is,,,5060%,,,[10,,,,14,,,,15]doi:10.1093/protein/11.5.345As,,originally,,described,,,four,,out,,of,,any,,six,,contiguous,,amino,,acids,,were,,sufficient,,to,,nucleate,,helix,,,and,,three,,out,,of,,any,,contiguous,,five,,were,,sufficient,,for,,a,,sheetHowever,,,with,,the,,use,,of,,folding,,type-specific,,propensities,,in,,our,,method,,,this,,threshold,,should,,be,,modified,,for,,both,,helix,,and,,strandHence,,it,is,unnecessary,to,calculate,the,extension,threshold,using,cross,validation,,any,number,around,the,average,propensity,value,is,accepted.In,our,method,,we,took,the,positions,with,local,extreme,value,of,every,cycle,of,coefficients,at,certain,scale,calculated,by,CWT,as,the,nucleation,regionsISBN0-87969-712-1

 

It,may,be,a,possible,way,to,solve,this,problem,by,using,CWT,to,look,for,the,scale,of,helix,,strand,,and,coil,,respectively.2.Improve,the,calculation,method,of,propensityPMID6852232There,is,one,exception,,the,extension,thresholdIt,can,be,found,that,the,difference,between,them,is,tremendousFour-residue,,turns,,also,,have,,their,,own,,characteristic,,amino,,acids;,,proline,,and,,glycine,,are,,both,,common,,in,,turnsIt,,means,,there,,are,,15,,secondary,,structure,,elements,,(-helix,,and,,-strand),,in,,3dfrAnnu,,,Rev,,,BiochemContents,,1,,Amino,,acid,,propensities,,2,,Algorithm,,3,,See,,also,,4,,References,,5,,External,,links,,Moreover,,it,has,been,proven,that,folding,class,of,certain,protein,is,related,to,its,amino,acid,[25],,and,the,knowledge,of,protein,folding,class,is,useful,in,improving,accuracy,of,protein,secondary,structure,prediction,[26]This,,,is,,,for,,,2,,,reasons:,,,(a),,,The,,,extreme,,,value,,,corresponds,,,to,,,the,,,singularity,,,point,,,in,,,CWT,,,which,,,is,,,considered,,,as,,,one,,,of,,,the,,,most,,,important,,,parts,,,in,,,analysis,,,of,,,CWT

 

However,,,,it,,,has,,,been,,,found,,,that,,,proteins,,,of,,,4,,,major,,,folding,,,classes,,,(all,,,-Helical,,,,all,,,-Sheet,,,,/,,,,and,,,+,,,,classified,,,by,,,Levitt,,,and,,,Chothia,,,[23]),,,are,,,different,,,in,,,folding,,,,packing,,,and,,,so,,,on,,,[24]Chou,,and,,Fasman,,quoted,,the,,accuracy,,over,,70%,,using,,their,,methodSecondly,,,the,,accuracy,,of,,CFM,,is,,lowFrom,,,these,,,frequencies,,,a,,,set,,,of,,,probability,,,parameters,,,were,,,derived,,,for,,,the,,,appearance,,,of,,,each,,,amino,,,acid,,,in,,,each,,,secondary,,,structure,,,type,,,,and,,,these,,,parameters,,,are,,,used,,,to,,,predict,,,the,,,probability,,,that,,,a,,,given,,,sequence,,,of,,,amino,,,acids,,,would,,,form,,,a,,,helix,,,,a,,,beta,,,strand,,,,or,,,a,,,turn,,,in,,,a,,,proteinwhere,j,is,the,position,of,the,amino,acid,in,the,four-residue,windowHowever,,,the,,results,,calculated,,by,,different,,thresholds,,around,,average,,propensity,,value,,were,,very,,close,,in,,our,,test.Table,,6The,,degree,,of,,improvement,,with,,3,,different,,steps,,of,,our,,methodQ3QPRESOVStep,,1No,,differenceNo,,differenceDistinct,,betterStep,,2No,,differenceMuch,,betterA,,little,,betterStep,,3No,,differenceA,,little,,worseDistinct,,betterTable,,7Extension,,threshold,,for,,proteins,,of,,4,,classesProtein,,Classhelix,,extension,,thresholdstrand,,extension,,thresholdAll,,alpha0.98No,,statisticAll,,betaNo,,statistic1.01Alpha,,and,,beta,,(/)11.02Alpha,,or,,beta,,(+)0.990.98Notice,,that,,the,,strand,,extension,,threshold,,in,,all,,alpha,,class,,and,,the,,helix,,extension,,threshold,,in,,all,,beta,,class,,are,,not,,statistical,,in,,reference,,20.The,,final,,result,,was,,shown,,in,,Table,,8Based,on,one,of,them,,Mandell,et,alAll,,these,,data,,had,,a,,sequence,,similarity,,less,,than,,30%,,,and,,the,,data,,set,,size,,was,,large,,enough,,to,,get,,the,,confidence,,level,,of,,90%,,[20]CFSSP,,,(Chou,,,&,,,Fasman,,,Secondary,,,Structure,,,Prediction,,,Server),,,is,,,an,,,online,,,protein,,,secondary,,,structure,,,prediction,,,server c16eaae032

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