2021
DOI: 10.21203/rs.3.rs-1032816/v1
|View full text |Cite
Preprint
|
Sign up to set email alerts
|

ColabFold - Making protein folding accessible to all

Abstract: ColabFold offers accelerated protein structure and complex predictions by combining the fast homology search of MMseqs2 with AlphaFold2 or RoseTTAFold. ColabFold's 20-30x faster search and optimized model use allows predicting thousands of proteins per day on a server with one GPU. Coupled with Google Colaboratory, ColabFold becomes a free and accessible platform for protein folding. ColabFold is open-source software available at github.com/sokrypton/ColabFold. Its novel environmental databases are available a… Show more

Help me understand this report
View published versions

Search citation statements

Order By: Relevance

Paper Sections

Select...
2
1
1
1

Citation Types

9
618
0
1

Year Published

2022
2022
2023
2023

Publication Types

Select...
6
3

Relationship

0
9

Authors

Journals

citations
Cited by 404 publications
(643 citation statements)
references
References 4 publications
(5 reference statements)
9
618
0
1
Order By: Relevance
“…On the corresponding surface of SiaQM there is also a cluster of conserved residues (around Q L1-2, M L5b-6, M L7-8). d , Complex of the SiaQM cryo-EM structure and SiaP crystal structure based on the binding mode predicted by AlphaFold2 39 . An interaction hotspot (inset, right) shows a number of titratable residues at the interface.…”
Section: Resultsmentioning
confidence: 99%
“…On the corresponding surface of SiaQM there is also a cluster of conserved residues (around Q L1-2, M L5b-6, M L7-8). d , Complex of the SiaQM cryo-EM structure and SiaP crystal structure based on the binding mode predicted by AlphaFold2 39 . An interaction hotspot (inset, right) shows a number of titratable residues at the interface.…”
Section: Resultsmentioning
confidence: 99%
“…This inability of KabC to catalyze cyclization on the longer cNGG and NGG substrates represents a marked difference between the DA isomer–forming RadC and DabC versus the KA-forming KabC. While no obvious single residue can be attributed to these differences in substrate specificity, structural prediction via AlphaFold2 ( 34 , 35 ) reveals KabC enzyme models to have an extended loop that pushes further into the active site than in RadC or DabC models ( Fig. 3 B ).…”
Section: Resultsmentioning
confidence: 98%
“…A consequence, suggested by this study, is that many V-set and I-set Ig domains go undetected in non-bilaterians and other understudied taxa. As genomes continue to be sequenced, our ability to detect these domains has been enhanced by new methods for detecting remote homologs and producing highly accurate structural models (Jumper et al, 2021; Mirdita et al, 2021; Tunyasuvunakool et al, 2021). These new data will undoubtedly enhance our understanding of how Ig domains evolved and may force us to revisit how these families are defined.…”
Section: Discussionmentioning
confidence: 99%
“…For single domain predictions, we generated a custom multiple sequence alignment which was submitted, along with the query sequence, to Colabfold via the “AlphaFold2_mmseqs2” notebook, version 1.1 (Mirdita et al, 2021). The input multiple sequence alignment was generated as follows.…”
Section: Methodsmentioning
confidence: 99%