PyRosetta Jupyter Notebooks Teach Biomolecular Structure Prediction and Design.


Journal

Biophysicist (Rockville, Md.)
ISSN: 2578-6970
Titre abrégé: Biophysicist (Rockv)
Pays: United States
ID NLM: 101764176

Informations de publication

Date de publication:
Apr 2021
Historique:
entrez: 7 2 2022
pubmed: 8 2 2022
medline: 8 2 2022
Statut: ppublish

Résumé

Biomolecular structure drives function, and computational capabilities have progressed such that the prediction and computational design of biomolecular structures is increasingly feasible. Because computational biophysics attracts students from many different backgrounds and with different levels of resources, teaching the subject can be challenging. One strategy to teach diverse learners is with interactive multimedia material that promotes self-paced, active learning. We have created a hands-on education strategy with a set of sixteen modules that teach topics in biomolecular structure and design, from fundamentals of conformational sampling and energy evaluation to applications like protein docking, antibody design, and RNA structure prediction. Our modules are based on

Identifiants

pubmed: 35128343
doi: 10.35459/tbp.2019.000147
pmc: PMC8813091
mid: NIHMS1767020
doi:

Types de publication

Journal Article

Langues

eng

Pagination

108-122

Subventions

Organisme : NIGMS NIH HHS
ID : R01 GM078221
Pays : United States
Organisme : NIGMS NIH HHS
ID : R35 GM122517
Pays : United States
Organisme : NIGMS NIH HHS
ID : R01 GM127578
Pays : United States
Organisme : NIGMS NIH HHS
ID : R01 GM073151
Pays : United States
Organisme : NIGMS NIH HHS
ID : R35 GM131923
Pays : United States

Déclaration de conflit d'intérêts

Conflict of Interest The teaching tools described in this paper relate to the Rosetta software, and some of the funding for this study was provided by the Rosetta Commons. JJG and JBS are unpaid board members of the Rosetta Commons. Under institutional participation agreements between the University of Washington, acting on behalf of the Rosetta Commons, Johns Hopkins University and UC-Davis (as well as other Rosetta Commons institutions where work was performed on this report) may be entitled to a portion of revenue received on commercial licensing of Rosetta software. As a member of the Scientific Advisory Board, JJG has a financial interest in Cyrus Biotechnology. Cyrus Biotechnology distributes the Rosetta software, which may include methods described in this paper. These arrangements have been reviewed and approved by the Johns Hopkins University in accordance with its conflict of interest policies.

Références

Nature. 2016 Sep 14;537(7620):320-7
pubmed: 27629638
PLoS Comput Biol. 2014 Jul 24;10(7):e1003719
pubmed: 25057988
Bioinformatics. 2010 Mar 1;26(5):689-91
pubmed: 20061306
RNA. 2017 May;23(5):655-672
pubmed: 28138060
Methods Enzymol. 2011;487:545-74
pubmed: 21187238
J Comput Chem. 2009 Jul 30;30(10):1545-614
pubmed: 19444816
Bioinformatics. 2015 Apr 15;31(8):1322-4
pubmed: 25505090
Nat Rev Drug Discov. 2006 Dec;5(12):993-6
pubmed: 17139284
Proteins. 2018 Mar;86 Suppl 1:113-121
pubmed: 28940798
PLoS Comput Biol. 2017 Dec 7;13(12):e1005837
pubmed: 29216185
Methods Enzymol. 2015;553:35-64
pubmed: 25726460
Nature. 2012 Nov 8;491(7423):222-7
pubmed: 23135467
Nat Protoc. 2013;8(7):1277-98
pubmed: 23744289
Science. 2012 Jun 1;336(6085):1171-4
pubmed: 22654060
Proteins. 2020 Aug;88(8):973-985
pubmed: 31742764
PLoS Biol. 2019 Nov 12;17(11):e3000472
pubmed: 31714936
Nat Methods. 2010 Apr;7(4):291-4
pubmed: 20190761
PLoS Comput Biol. 2015 Sep 01;11(9):e1004398
pubmed: 26325167
Interface Focus. 2019 Jun 6;9(3):20180065
pubmed: 31065338
Fold Des. 1997;2(4):S69-75
pubmed: 9269572
Proteins. 2017 Mar;85(3):445-462
pubmed: 28002624
PLoS One. 2011;6(6):e20161
pubmed: 21731610
Biochemistry. 2010 Apr 13;49(14):2987-98
pubmed: 20235548
J Am Chem Soc. 2010 Sep 8;132(35):12252-62
pubmed: 20712308
Nat Biotechnol. 2017 Jul;35(7):667-671
pubmed: 28604661
Proteins. 2014 Aug;82(8):1611-23
pubmed: 24519881
Annu Rev Biochem. 2008;77:363-82
pubmed: 18410248
Protein Sci. 2020 Jan;29(1):43-51
pubmed: 31495995
J Comput Chem. 2005 Dec;26(16):1781-802
pubmed: 16222654
Nature. 2019 Jul;571(7764):251-256
pubmed: 31292559
Nat Rev Mol Cell Biol. 2019 Nov;20(11):681-697
pubmed: 31417196
Nature. 2014 Jun 5;510(7503):103-8
pubmed: 24870237
Science. 1973 Jul 20;181(4096):223-30
pubmed: 4124164
Science. 2016 May 6;352(6286):687-90
pubmed: 27151863
Proc Natl Acad Sci U S A. 2014 Feb 11;111(6):2122-7
pubmed: 24469816
Proc Natl Acad Sci U S A. 2010 Nov 9;107(45):19296-301
pubmed: 20974935
Structure. 2008 Dec 10;16(12):1777-88
pubmed: 19081054
Science. 2011 May 13;332(6031):816-21
pubmed: 21566186
Proteins. 2019 Dec;87(12):1190-1199
pubmed: 31374138
Science. 2003 Nov 21;302(5649):1364-8
pubmed: 14631033
Proc Natl Acad Sci U S A. 2014 Jun 10;111(23):8410-5
pubmed: 24821756
PLoS One. 2011;6(8):e21931
pubmed: 21857909
Proteins. 2019 Dec;87(12):1179-1189
pubmed: 31589782
Nat Protoc. 2017 Feb;12(2):401-416
pubmed: 28125104

Auteurs

Kathy H Le (KH)

T. C. Jenkins Department of Biophysics, Johns Hopkins University, Baltimore, Maryland, United States.

Jared Adolf-Bryfogle (J)

Department of Immunology and Microbiology, The Scripps Research Institute, La Jolla, California, United States.

Jason C Klima (JC)

Institute for Protein Design, University of Washington, Seattle, Washington, United States.
Department of Biochemistry, University of Washington, Seattle, Washington, United States.
Lyell Immunopharma, Inc., Seattle, Washington, United States.

Sergey Lyskov (S)

Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland, United States.

Jason Labonte (J)

Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland, United States.
Department of Chemistry, Franklin & Marshall College, Lancaster, Pennsylvania, United States.

Steven Bertolani (S)

Department of Chemistry, Department of Biochemistry and Molecular Medicine, Genome Center, University of California, Davis, Davis, California, United States.

Shourya S Roy Burman (SSR)

Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland, United States.

Andrew Leaver-Fay (A)

Department of Biochemistry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States.

Brian Weitzner (B)

Institute for Protein Design, University of Washington, Seattle, Washington, United States.
Department of Biochemistry, University of Washington, Seattle, Washington, United States.
Lyell Immunopharma, Inc., Seattle, Washington, United States.

Jack Maguire (J)

Program in Bioinformatics and Computational Biology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States.

Ramya Rangan (R)

Program in Biophysics, Stanford University, Stanford, California, United States.

Matt A Adrianowycz (MA)

Program in Biophysics, Stanford University, Stanford, California, United States.

Rebecca F Alford (RF)

Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland, United States.

Aleexsan Adal (A)

Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland, United States.

Morgan L Nance (ML)

Program in Molecular Biophysics, Johns Hopkins University, Baltimore, Maryland, United States.

Yuanhan Wu (Y)

Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, Pennsylvania, United States.

Jordan Willis (J)

RubrYc Therapeutics, San Ramon, California, United States.

Daniel W Kulp (DW)

Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, Pennsylvania, United States.

Rhiju Das (R)

Program in Biophysics, Stanford University, Stanford, California, United States.

Roland L Dunbrack (RL)

Fox Chase Cancer Center, Philadelphia, Pennsylvania, United States.

William Schief (W)

Department of Immunology and Microbiology, The Scripps Research Institute, La Jolla, California, United States.

Brian Kuhlman (B)

Department of Biochemistry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States.
Program in Bioinformatics and Computational Biology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States.

Justin B Siegel (JB)

Department of Chemistry, Department of Biochemistry and Molecular Medicine, Genome Center, University of California, Davis, Davis, California, United States.

Jeffrey J Gray (JJ)

Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland, United States.
Program in Molecular Biophysics, Johns Hopkins University, Baltimore, Maryland, United States.

Classifications MeSH