SOLpro: accurate sequence-based prediction of protein solubility

CN Magnan, A Randall, P Baldi - Bioinformatics, 2009 - academic.oup.com
Motivation: Protein insolubility is a major obstacle for many experimental studies. A
sequence-based prediction method able to accurately predict the propensity of a protein to …

DeepSol: a deep learning framework for sequence-based protein solubility prediction

S Khurana, R Rawi, K Kunji, GY Chuang… - …, 2018 - academic.oup.com
Motivation Protein solubility plays a vital role in pharmaceutical research and production
yield. For a given protein, the extent of its solubility can represent the quality of its function …

cc SOL omics : a webserver for solubility prediction of endogenous and heterologous expression in Escherichia coli

F Agostini, D Cirillo, CM Livi, R Delli Ponti… - …, 2014 - academic.oup.com
Here we introduce cc SOL omics, a webserver for large-scale calculations of protein
solubility. Our method allows (i) proteome-wide predictions;(ii) identification of soluble …

EPSOL: sequence-based protein solubility prediction using multidimensional embedding

X Wu, L Yu - Bioinformatics, 2021 - academic.oup.com
Motivation The heterologous expression of recombinant protein requires host cells, such as
Escherichiacoli, and the solubility of protein greatly affects the protein yield. A novel and …

PaRSnIP: sequence-based protein solubility prediction using gradient boosting machine

R Rawi, R Mall, K Kunji, CH Shen, PD Kwong… - …, 2018 - academic.oup.com
Motivation Protein solubility can be a decisive factor in both research and production
efficiency, and in silico sequence-based predictors that can accurately estimate solubility …

Protein solubility: sequence based prediction and experimental verification

P Smialowski, AJ Martin-Galiano, A Mikolajka… - …, 2007 - academic.oup.com
Motivation: Obtaining soluble proteins in sufficient concentrations is a recurring limiting
factor in various experimental studies. Solubility is an individual trait of proteins which, under …

Protein–Sol: a web tool for predicting protein solubility from sequence

M Hebditch, MA Carballo-Amador, S Charonis… - …, 2017 - academic.oup.com
Motivation Protein solubility is an important property in industrial and therapeutic
applications. Prediction is a challenge, despite a growing understanding of the relevant …

PROSO II–a new method for protein solubility prediction

P Smialowski, G Doose, P Torkler… - The FEBS …, 2012 - Wiley Online Library
Many fields of science and industry depend on efficient production of active protein using
heterologous expression in Escherichia coli. The solubility of proteins upon expression is …

Solubility-Weighted Index: fast and accurate prediction of protein solubility

BK Bhandari, PP Gardner, CS Lim - Bioinformatics, 2020 - academic.oup.com
Motivation Recombinant protein production is a widely used technique in the biotechnology
and biomedical industries, yet only a quarter of target proteins are soluble and can therefore …

SOLart: a structure-based method to predict protein solubility and aggregation

Q Hou, JM Kwasigroch, M Rooman, F Pucci - Bioinformatics, 2020 - academic.oup.com
Motivation The solubility of a protein is often decisive for its proper functioning. Lack of
solubility is a major bottleneck in high-throughput structural genomic studies and in high …