PESS 1.0.0 – Full-scale Protein Fold Recognition using 1NN

PESS 1.0.0

:: DESCRIPTION

PESS (Protein Empirical Structure Space) is a software of sensitive protein fold recognition using an empirical structure space and 1NN.

::DEVELOPER

the Kim Laboratory

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Linux
  • Python

:: DOWNLOAD

PESS

:: MORE INFORMATION

Citation

Middleton SA, Illuminati J, Kim J.
Complete fold annotation of the human proteome using a novel structural feature space.
Sci Rep. 2017 Apr 13;7:46321. doi: 10.1038/srep46321. PMID: 28406174; PMCID: PMC5390313.

SelfAT-Fold – Protein Fold Recognition

SelfAT-Fold

:: DESCRIPTION

selfAT-fold: protein fold recognition based on residue-based and motif-based self-attention networks

::DEVELOPER

Liu Lab

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Linux

:: DOWNLOAD

SelfAT-Fold

:: MORE INFORMATION

Citation

Pang Y, Liu B.
SelfAT-Fold: protein fold recognition based on residue-based and motif-based self-attention networks.
IEEE/ACM Trans Comput Biol Bioinform. 2020 Oct 22;PP. doi: 10.1109/TCBB.2020.3031888. Epub ahead of print. PMID: 33090951.

FoldHSphere – Deep Hyperspherical Embeddings for Protein Fold Recognition

FoldHSphere

:: DESCRIPTION

FoldHSphere is a method to learn a better fold embedding space through a two-stage training procedure.

::DEVELOPER

Amelia Villegas-Morcillo

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Linux
  • Python
:: DOWNLOAD

FoldHSphere

:: MORE INFORMATION

Citation

Villegas-Morcillo A, Sanchez V, Gomez AM.
FoldHSphere: deep hyperspherical embeddings for protein fold recognition.
BMC Bioinformatics. 2021 Oct 12;22(1):490. doi: 10.1186/s12859-021-04419-7. PMID: 34641786; PMCID: PMC8507389.

COPRED – Prediction of Fold, GO Molecular Function and Functional Residues at the Domain Level

COPRED

:: DESCRIPTION

COPRED is a web server for the concomitant prediction of fold, molecular function and functional sites at the domain level, based on a methodology for domain molecular function prediction and a resource of domain functional annotations previously developed and benchmarked.

::DEVELOPER

Computational Systems Biology Group (CNB-CSIC)

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Web browser

:: DOWNLOAD

 NO

:: MORE INFORMATION

Citation:

Bioinformatics. 2013 Jul 15;29(14):1811-2. doi: 10.1093/bioinformatics/btt283. Epub 2013 May 29.
COPRED: prediction of fold, GO molecular function and functional residues at the domain level.
López D1, Pazos F.

ORION – Profile-profile Fold Recognition

ORION

:: DESCRIPTION

ORION (Optimized fold RecognitION) is a new fold recognition method based on the pairwise comparison of hybrid profiles that contain evolutionary information from both protein sequence and structure.

::DEVELOPER

the DSIMB bioinformatic group

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Linux

:: DOWNLOAD

 ORION

:: MORE INFORMATION

Citation

Improving protein fold recognition with hybrid profiles combining sequence and structure evolution.
Ghouzam Y, Postic G, de Brevern AG, Gelly JC.
Bioinformatics. 2015 Aug 7. pii: btv462.

LFC 1.0 – Count Ratio Model Fold Changes

LFC 1.0

:: DESCRIPTION

LFC is a fundamentally different approach by directly modeling count ratios and reveal that bias also affects fold changes severely.

::DEVELOPER

Institut für Informatik, Ludwig-Maximilians-Universität München

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Windows / Linux / Mac OsX
  • Java

:: DOWNLOAD

 LFC

:: MORE INFORMATION

Citation

Count ratio model reveals bias affecting NGS fold changes.
Erhard F, Zimmer R.
Nucleic Acids Res. 2015 Jul 8. pii: gkv696.

PFP-Pred 2.0 – Protein Fold Prediction

PFP-Pred 2.0

:: DESCRIPTION

PFP-Pred is an ensemble classifier for protein fold pattern recognition

::DEVELOPER

Computational Systems Biology Group, Shanghai Jiao Tong University

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Web Browser

:: DOWNLOAD

 NO

:: MORE INFORMATION

Citation:

Hong-Bin Shen and Kuo-Chen Chou,
Ensemble classifier for protein folding pattern recognition“.
Bioinformatics, 2006, 22: 1717-22.

TIM-Finder – A TIM-barrel Fold Recognition System

TIM-Finder

:: DESCRIPTION

TIM-Finder (Tim-barrel Fold Recognition System) is a computational tool to predict if a query sequence belongs to TIM-barrel protein or not.

::DEVELOPER

Ziding Zhang’s Lab, China Agricultural University

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Web Server

:: DOWNLOAD

 TIM-Finder

:: MORE INFORMATION

Citation

BMC Struct Biol. 2009 Dec 14;9:73. doi: 10.1186/1472-6807-9-73.
TIM-Finder: a new method for identifying TIM-barrel proteins.
Si JN1, Yan RX, Wang C, Zhang Z, Su XD.

RNAFold – Create Batch files for the FOLD module of the GCG

RNAFold

:: DESCRIPTION

RNAFold is a freeware stand-alone program that creates batch files for the FOLD module of the GCG program package. RNAFold allows easy sliding-window analyses of RNA secondary structure by creating batch files with repeated calls to the FOLD module. This program does not calculate RNA folding energies directly.

::DEVELOPER

Lawrence’s Lab

:: SCREENSHOTS

:: REQUIREMENTS

  • Windows

:: DOWNLOAD

RNAFold

:: MORE INFORMATION

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