Phyre2 Dr. Lawrence Kelley Structural Bioinformatics Group Imperial College London.
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Transcript of Phyre2 Dr. Lawrence Kelley Structural Bioinformatics Group Imperial College London.
![Page 1: Phyre2 Dr. Lawrence Kelley Structural Bioinformatics Group Imperial College London.](https://reader034.fdocuments.in/reader034/viewer/2022052618/5518b6a9550346991f8b5175/html5/thumbnails/1.jpg)
Phyre2
Dr. Lawrence KelleyStructural Bioinformatics Group
Imperial College London
![Page 2: Phyre2 Dr. Lawrence Kelley Structural Bioinformatics Group Imperial College London.](https://reader034.fdocuments.in/reader034/viewer/2022052618/5518b6a9550346991f8b5175/html5/thumbnails/2.jpg)
SVYDAAAQLTADVKKDLRDSWKVIGSDKKGNGVALMTTLFADNQETIGYFKRLGNVSQGMANDKLRGHSITLMYALQNFIDQLDNPDSLDLVCS…….
Predict the 3D structure adopted by a user-supplied protein sequence
Phyre2
![Page 3: Phyre2 Dr. Lawrence Kelley Structural Bioinformatics Group Imperial College London.](https://reader034.fdocuments.in/reader034/viewer/2022052618/5518b6a9550346991f8b5175/html5/thumbnails/3.jpg)
![Page 4: Phyre2 Dr. Lawrence Kelley Structural Bioinformatics Group Imperial College London.](https://reader034.fdocuments.in/reader034/viewer/2022052618/5518b6a9550346991f8b5175/html5/thumbnails/4.jpg)
How does Phyre2 work?
![Page 5: Phyre2 Dr. Lawrence Kelley Structural Bioinformatics Group Imperial College London.](https://reader034.fdocuments.in/reader034/viewer/2022052618/5518b6a9550346991f8b5175/html5/thumbnails/5.jpg)
ARDLVIPMIYCGHGY
Search the 10 million known sequences for homologues using PSI-Blast.
Phyre2
Homologous sequences
User sequence
![Page 6: Phyre2 Dr. Lawrence Kelley Structural Bioinformatics Group Imperial College London.](https://reader034.fdocuments.in/reader034/viewer/2022052618/5518b6a9550346991f8b5175/html5/thumbnails/6.jpg)
ARDLVIPMIYCGHGY HMM
PSI-Blast
Phyre2
Hidden Markov model
Capture the mutational propensities at each position in the protein
An evolutionary fingerprint
User sequence
![Page 7: Phyre2 Dr. Lawrence Kelley Structural Bioinformatics Group Imperial College London.](https://reader034.fdocuments.in/reader034/viewer/2022052618/5518b6a9550346991f8b5175/html5/thumbnails/7.jpg)
~ 65,000 known 3D structures
Phyre2
![Page 8: Phyre2 Dr. Lawrence Kelley Structural Bioinformatics Group Imperial College London.](https://reader034.fdocuments.in/reader034/viewer/2022052618/5518b6a9550346991f8b5175/html5/thumbnails/8.jpg)
~ 65,000 known 3D structures
Phyre2
![Page 9: Phyre2 Dr. Lawrence Kelley Structural Bioinformatics Group Imperial College London.](https://reader034.fdocuments.in/reader034/viewer/2022052618/5518b6a9550346991f8b5175/html5/thumbnails/9.jpg)
~ 65,000 known 3D structures
Phyre2
HAPTLVRDC…….
Extract sequence
![Page 10: Phyre2 Dr. Lawrence Kelley Structural Bioinformatics Group Imperial College London.](https://reader034.fdocuments.in/reader034/viewer/2022052618/5518b6a9550346991f8b5175/html5/thumbnails/10.jpg)
~ 65,000 known 3D structures
Phyre2
HAPTLVRDC…….
PSI-Blast
Extract sequence
![Page 11: Phyre2 Dr. Lawrence Kelley Structural Bioinformatics Group Imperial College London.](https://reader034.fdocuments.in/reader034/viewer/2022052618/5518b6a9550346991f8b5175/html5/thumbnails/11.jpg)
~ 65,000 known 3D structures
Phyre2
HAPTLVRDC…….
HMM
PSI-Blast
Hidden Markov modelfor sequence of KNOWN structure
Extract sequence
![Page 12: Phyre2 Dr. Lawrence Kelley Structural Bioinformatics Group Imperial College London.](https://reader034.fdocuments.in/reader034/viewer/2022052618/5518b6a9550346991f8b5175/html5/thumbnails/12.jpg)
~ 65,000 known 3D structures
Phyre2
HMM HMM HMM
~ 65,000 hidden Markov models
![Page 13: Phyre2 Dr. Lawrence Kelley Structural Bioinformatics Group Imperial College London.](https://reader034.fdocuments.in/reader034/viewer/2022052618/5518b6a9550346991f8b5175/html5/thumbnails/13.jpg)
~ 65,000 known 3D structures
Phyre2
Hidden Markov Model Database of
KNOWNSTRUCTURES
![Page 14: Phyre2 Dr. Lawrence Kelley Structural Bioinformatics Group Imperial College London.](https://reader034.fdocuments.in/reader034/viewer/2022052618/5518b6a9550346991f8b5175/html5/thumbnails/14.jpg)
ARDLVIPMIYCGHGY HMM
PSI-Blast
Phyre2
Hidden Markov model
Capture the mutational propensities at each position in the protein
An evolutionary fingerprint
![Page 15: Phyre2 Dr. Lawrence Kelley Structural Bioinformatics Group Imperial College London.](https://reader034.fdocuments.in/reader034/viewer/2022052618/5518b6a9550346991f8b5175/html5/thumbnails/15.jpg)
ARDLVIPMIYCGHGY HMM
PSI-Blast
Hidden Markov Model DB of
KNOWNSTRUCTURES
HMM-HMM matching
Phyre2
Alignments of user sequence to known structuresranked by confidence.
ARDL--VIPMIYCGHGYAFDLCDLIPV--CGMAY
Sequence of known structure
![Page 16: Phyre2 Dr. Lawrence Kelley Structural Bioinformatics Group Imperial College London.](https://reader034.fdocuments.in/reader034/viewer/2022052618/5518b6a9550346991f8b5175/html5/thumbnails/16.jpg)
ARDLVIPMIYCGHGY HMM
PSI-Blast
Hidden Markov Model DB of
KNOWNSTRUCTURES
HMM-HMM matching
Phyre2
ARDL--VIPMIYCGHGYAFDLCDLIPV--CGMAY
Sequence of known structure
3D-Model
![Page 17: Phyre2 Dr. Lawrence Kelley Structural Bioinformatics Group Imperial College London.](https://reader034.fdocuments.in/reader034/viewer/2022052618/5518b6a9550346991f8b5175/html5/thumbnails/17.jpg)
ARDLVIPMIYCGHGY HMM
PSI-Blast
Hidden Markov Model DB of
KNOWNSTRUCTURES
HMM-HMM matching
Phyre2
ARDL--VIPMIYCGHGYAFDLCDLIPV--CGMAY
Sequence of known structure
Very powerful – able to reliably detect extremely remote homology
Routinely creates accurate models even when sequence identity is <15%
3D-Model