TABLE 1.
Categories | Features | Tools to calculate | References of the tools |
---|---|---|---|
Amino acid composition | Amino acid composition | Wang et al. (2017) | |
Predicted structural features | Secondary structure | PSIPRED & GOR-I & SPIDER2 & SPOT-1D & Porte | Garnier et al. (1996); Jones, (1999); Pollastri and McLysaght, (2004); Heffernan et al. (2015); Hanson et al. (2018) |
Accessible surface area | SPIDER2 & SPOT-1D & EDTSurf | Xu and Zhang, (2009); Heffernan et al. (2015); Hanson et al. (2018) | |
Backbone angle | SPIDER2 & SPOT-1D | Heffernan et al. (2015); Hanson et al. (2018) | |
Hemispheric exposure | SPIDER2 & SPOT-1D | Heffernan et al. (2015); Hanson et al. (2018) | |
Contact numbers | SPIDER2 & SPOT-1D | Heffernan et al. (2015); Hanson et al. (2018) | |
B-factor | ProDy & PROFbval | Schlessinger et al. (2006); Wong and Gsponer, (2019b) | |
Structural motifs | BRNN | Mooney et al. (2006) | |
Disorder scores | Disorder scores | IUPred & Espritz & VSL2 & DISOPRED2 & DISOclust & MFDp | Ward et al. (2004); Dosztanyi et al. (2005); Peng et al. (2006); McGuffin, (2008); Mizianty et al. (2010); Walsh et al. (2011) |
Physicochemical properties | Physicochemical properties | AAindex database | Kawashima et al. (2007) |
Evolutionary information | Position-Specific Scoring Matrix | PSI-BLAST | Altschul, (1997) |
Bigram feature | |||
Hidden Markov Model | HHblits | Remmert et al. (2011) | |
Shannon entropy | |||
Other features | The length and location of IDR | ||
Sequence complexity | SEG algorithm | Peng and Kurgan, (2015) |