Evidence map›Paper›PMID 35128343›Full record

ArticleBiophysicist (Rockville, Md.)2021

PyRosetta Jupyter Notebooks Teach Biomolecular Structure Prediction and Design.

Kathy H Le, Jared Adolf-Bryfogle, Jason C Klima, Sergey Lyskov, Jason Labonte, Steven Bertolani, Shourya S Roy Burman, Andrew Leaver-Fay, Brian Weitzner, Jack Maguire and 14 more

Abstract read
In one paragraph

Article in Biophysicist (Rockville, Md.), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Article
  5. Article
  6. In Silico Structural Modeling and Analysis of Interactions ofInternational journal of molecular sciences · 2021
    Article
  7. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

24 authors.

Kathy H LeT. C. Jenkins Department of Biophysics, Johns Hopkins University, Baltimore, Maryland, United States.
Jared Adolf-BryfogleDepartment of Immunology and Microbiology, The Scripps Research Institute, La Jolla, California, United States.
Jason C KlimaInstitute for Protein Design, University of Washington, Seattle, Washington, United States.
Sergey LyskovDepartment of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland, United States.
Jason LabonteDepartment of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland, United States.
Steven BertolaniDepartment of Chemistry, Department of Biochemistry and Molecular Medicine, Genome Center, University of California, Davis, Davis, California, United States.
Shourya S Roy BurmanDepartment of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland, United States.
Andrew Leaver-FayDepartment of Biochemistry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States.
Brian WeitznerInstitute for Protein Design, University of Washington, Seattle, Washington, United States.
Jack MaguireProgram in Bioinformatics and Computational Biology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States.
Ramya RanganProgram in Biophysics, Stanford University, Stanford, California, United States.
Matt A AdrianowyczProgram in Biophysics, Stanford University, Stanford, California, United States.
Rebecca F AlfordDepartment of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland, United States.
Aleexsan AdalDepartment of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland, United States.
Morgan L NanceProgram in Molecular Biophysics, Johns Hopkins University, Baltimore, Maryland, United States.
Yuanhan WuVaccine and Immunotherapy Center, Wistar Institute, Philadelphia, Pennsylvania, United States.
Jordan WillisRubrYc Therapeutics, San Ramon, California, United States.
Daniel W KulpVaccine and Immunotherapy Center, Wistar Institute, Philadelphia, Pennsylvania, United States.
Rhiju DasProgram in Biophysics, Stanford University, Stanford, California, United States.
Roland L DunbrackFox Chase Cancer Center, Philadelphia, Pennsylvania, United States.
William SchiefDepartment of Immunology and Microbiology, The Scripps Research Institute, La Jolla, California, United States.
Brian KuhlmanDepartment of Biochemistry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States.
Justin B SiegelDepartment of Chemistry, Department of Biochemistry and Molecular Medicine, Genome Center, University of California, Davis, Davis, California, United States.
Jeffrey J GrayDepartment of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland, United States.

Funding

ROSETTA An Integrated Protein Structure Modeling SuiteR01GM073151 · NIGMS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI KUHLMAN, BRIAN A · 2005 to 2019
$7.8M
Structural Bioinformatics of Proteins and Protein Complexes and Applications to Cancer BiologyR35GM122517 · NIGMS · RESEARCH INST OF FOX CHASE CAN CTR · PI ROLAND L DUNBRACK · 2017 to 2026
$6.3M
GPU workstation for deep learning-based protein design and cryo-EM data processingR35GM131923 · NIGMS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI BRIAN A KUHLMAN · 2019 to 2026
$6.1M
Prediction of the Structure of Therapeutic Antibodies with their AntigensR01GM078221 · NIGMS · JOHNS HOPKINS UNIVERSITY · PI GRAY, JEFFREY J · 2006 to 2020
$4.0M
Technologies to predict and probe glycosyl transferR01GM127578 · NIGMS · JOHNS HOPKINS UNIVERSITY · PI GRAY, JEFFREY J · 2018 to 2020
$1.6M
NIGMS NIH HHS R01 GM073151NIGMS NIH HHS R01 GM078221NIGMS NIH HHS R01 GM127578NIGMS NIH HHS R35 GM122517NIGMS NIH HHS R35 GM131923
6 · The paper itself

Abstract

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

Identifiers

PMID35128343
PMCPMC8813091

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.