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Table 4 Tools available using CoBaltDB "post" window

From: CoBaltDB: Complete bacterial and archaeal orfeomes subcellular localization database and associated resources

Program

Reference

Analytical method

CoBaltDB features prediction group(s)

LipPred

[133]

Naive Bayesian Network

LIPO

   

PRED-LIPO

[58]

HMM

LIPO

 

(only Monoderm)

 

SPEPLip

[134]

NN

LIPO

SEC

  

SecretomeP

[135]

Pattern & NN

 

ΔSEC_SP

  

Signal-3L

[136]

Multi-modules

 

SEC

  

Signal-CF

[137]

Multi-modules

 

SEC

  

Signal-Blast

[138]

BlastP

 

SEC

  

Sigcleave

EMBOSS

Von Heijne method

 

SEC

  

PRED-SIGNAL

[129]

HMM

 

SEC

(only Archae)

 

Flafind

[139]

AA features

 

T3SS Archae + T4SS Bacteria

  

T3SS_prediction

[110]

SVM & NN

 

T3SS

  

EffectiveT3

[111]

Machine learning

 

T3SS

  

NtraC Signal Analysis

[140]

Pattern model

 

SEC (long SP)

  

Philius

[141]

HMM

 

SEC

αTMB

 

(SP)OCTOPUS

[142, 143]

Blast Homology, NN, HMM

 

SEC

αTMB

 

MemBrain

[144]

Machine learning

 

SEC

αTMB

 

DAS

[145]

Dense Alignment Surface

  

αTMB

 

HMM-TM

[146]

HMM

  

αTMB

 

SVMtop Server 1.0

[147]

SVM

  

αTMB

 

UMDHMM_TMHP

[148]

HMM

  

αTMB

 

waveTM

[149]

Hydropathy signals algorithm

  

αTMB

 

PRED-TMR

[150]

AA features

  

αTMB

 

TMAP

[67]

AA features

  

αTMB

 

igTM

[151]

Grammatical Inference

  

αTMB

 

TOPCONS

[152]

Tools Consensus

  

αTMB

 

TUPS

[153]

Tools Consensus

  

αTMB

 

ConPred II

[154]

Tools Consensus

  

αTMB

 

MEMSAT3

[66, 155]

NN

  

αTMB

 

SABLE

[156]

NN

  

αTMB

 

TM-Pro

[64, 157]

AA features

  

αTMB

 

ProspRef

_

Knowledge-based method

  

αTMB

 

PSIPRED

[158, 159]

NN, PSSM

  

αTMB

 

NPS@

[160]

Tools Consensus

  

αTMB

 

SAM-T08

[161]

HMM

  

αTMB

 

PORTER

[162]

NN

  

αTMB

 

TMPred

EMBnet

Weight-matrices

  

αTMB

 

TMMOD

[163]

HMM

  

αTMB

 

TopPred II

[61]

G. von Heijne algorithm

  

αTMB

 

YASPIN

[164]

Hidden Neural Network

  

αTMB

 

MemType-2L

[165]

PseudoPSSM, classifier

  

Membrane Type

 

BOMP

[84]

AA features

   

βBarrel

TMBETADISC-RBF

[87]

RBF network, PSSM

   

βBarrel

TMBETA-NET

[117]

AA features

   

βBarrel

PRED-TMBB

[85]

HMM

   

βBarrel

ConBBPred

[76]

Tools Consensus

   

βBarrel

CW-PRED (submit)

[126]

HMM

 

Cell-Wall (only Monoderm)

  

ProtCompB

SoftBerry

Multi-methods

Localization

   

CELLO

[166]

SVM

Localization

   

PSL101

[167]

SVM, structure homology

Localization

   

PSLpred

[168]

SVM

Localization

   

GPLoc-neg

[169]

Basic classifier

Localization

 

(only Diderm)

 

GPLoc-pos

[170]

Basic classifier

Localization

 

(only Monoderm)

 

LOCtree

[171]

SVM

Localization

   

PSORTb

[91]

Multi-modules

Localization

   

SLPS

[172]

Nearest Neighbor on domain

Localization

   

Couple-subloc v1.0

Jian Guo

AA features

Localization

   

TBPRED

[173]

SVM

Localization

 

(only Mycobacterium)

 
  1. HMM: Hidden Markov Model, NN: Neural Network, AA: Amino Acid, SVM: Support Vector Machine, PSSM: Position Specific Scoring Matrix, T3SS: Type III Secretion System, RBF: Radial Basis Function