Evidence map›Paper›PMID 34561912›Full record

ArticleProteins2021

Target highlights in CASP14: Analysis of models by structure providers.

Leila T Alexander, Rosalba Lepore, Andriy Kryshtafovych, Athanassios Adamopoulos, Markus Alahuhta, Ann M Arvin, Yannick J Bomble, Bettina Böttcher, Cécile Breyton, Valerio Chiarini and 28 more

Open access · hybridAbstract read
In one paragraph

Article in Proteins, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
2.4field-weighted citation impact, top 10% of its field
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

18 citing papers in PubMed, 38 citations in OpenAlex.

  1. Article
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  3. AlphaFold-guided molecular replacement for solving challenging crystal structures.Acta crystallographica. Section D, Structural biology · 2025
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  5. Article
  6. More than just pattern recognition: Prediction of uncommon protein structure features by AI methods.Proceedings of the National Academy of Sciences of the United States of America · 2023
    Article
  7. Article
  8. Article
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  10. Review
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  13. Review
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  15. Article
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  17. Article
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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

38 authors at 20 institutions in 12 countries.

Leila T AlexanderBiozentrum, University of Basel, Basel, Switzerland.ORCID 0000-0002-7594-2110
Rosalba LeporeBarcelona Supercomputing Center (BSC), Barcelona, Spain.ORCID 0000-0002-9481-2557
Andriy KryshtafovychGenome Center, University of California, Davis, Davis, California, USA.ORCID 0000-0001-5066-7178
Athanassios AdamopoulosOncode Institute and Division of Biochemistry, Netherlands Cancer Institute, Amsterdam, The Netherlands.
Markus AlahuhtaBioscience Center, National Renewable Energy Laboratory, Golden, Colorado, USA.
Ann M ArvinDepartment of Pediatrics, Stanford University School of Medicine, Stanford, California, USA.
Yannick J BombleBioscience Center, National Renewable Energy Laboratory, Golden, Colorado, USA.
Bettina BöttcherBiocenter and Rudolf Virchow Center, Julius-Maximilians Universität Würzburg, Würzburg, Germany.
Cécile BreytonUniv. Grenoble Alpes, CNRS, CEA, Institute for Structural Biology, Grenoble, France.
Valerio ChiariniProgram in Structural Biology and Biophysics, Institute of Biotechnology, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-3822-3336
Naga Babu ChinnamDepartment of Molecular and Cellular Oncology, The University of Texas M.D. Anderson Cancer Center, Houston, Texas, USA.
Wah ChiuMicrobiology and Immunology, Stanford University School of Medicine, Stanford, California, USA.
Krzysztof FidelisGenome Center, University of California, Davis, Davis, California, USA.ORCID 0000-0002-8061-412X
Rhys GrinterInfection and Immunity Program, Biomedicine Discovery Institute and Department of Microbiology, Monash University, Clayton, Australia.ORCID 0000-0002-8195-5348
Gagan D GuptaRadiation Biology & Health Sciences Division, Bhabha Atomic Research Centre, Mumbai, India.
Marcus D HartmannDepartment of Protein Evolution, Max Planck Institute for Developmental Biology, Tübingen, Germany.ORCID 0000-0001-6937-5677
Christopher S HayesDepartment of Molecular, Cellular and Developmental Biology, University of California, Santa Barbara, Santa Barbara, California, USA.ORCID 0000-0002-2216-6445
Tatjana HeidebrechtOncode Institute and Division of Biochemistry, Netherlands Cancer Institute, Amsterdam, The Netherlands.
Andrea IlariInstitute of Molecular Biology and Pathology of the National Research Council of Italy (CNR), Rome, Italy.ORCID 0000-0002-7754-399X
Andrzej JoachimiakCenter for Structural Genomics of Infectious Diseases, Consortium for Advanced Science and Engineering, University of Chicago, Chicago, Illinois, USA.
Youngchang KimCenter for Structural Genomics of Infectious Diseases, Consortium for Advanced Science and Engineering, University of Chicago, Chicago, Illinois, USA.
Romain LinaresUniv. Grenoble Alpes, CNRS, CEA, Institute for Structural Biology, Grenoble, France.
Andrew L LoveringSchool of Biosciences, University of Birmingham, Birmingham, UK.
Vladimir V LuninBioscience Center, National Renewable Energy Laboratory, Golden, Colorado, USA.
Andrei N LupasDepartment of Protein Evolution, Max Planck Institute for Developmental Biology, Tübingen, Germany.
Cihan MakbulBiocenter and Rudolf Virchow Center, Julius-Maximilians Universität Würzburg, Würzburg, Germany.
Karolina MichalskaCenter for Structural Genomics of Infectious Diseases, Consortium for Advanced Science and Engineering, University of Chicago, Chicago, Illinois, USA.
John MoultDepartment of Cell Biology and Molecular Genetics, Institute for Bioscience and Biotechnology Research, University of Maryland, Rockville, Maryland, USA.ORCID 0000-0002-3012-2282
Prasun K MukherjeeNuclear Agriculture & Biotechnology Division, Bhabha Atomic Research Centre, Mumbai, India.
William Sam NuttCenter for Structural Genomics of Infectious Diseases, Consortium for Advanced Science and Engineering, University of Chicago, Chicago, Illinois, USA.
Stefan L OliverDepartment of Pediatrics, Stanford University School of Medicine, Stanford, California, USA.ORCID 0000-0002-4614-7310
Anastassis PerrakisOncode Institute and Division of Biochemistry, Netherlands Cancer Institute, Amsterdam, The Netherlands.
Lucy StolsCenter for Structural Genomics of Infectious Diseases, Consortium for Advanced Science and Engineering, University of Chicago, Chicago, Illinois, USA.
John A TainerDepartment of Molecular and Cellular Oncology, The University of Texas M.D. Anderson Cancer Center, Houston, Texas, USA.
Maya TopfInstitute of Structural and Molecular Biology, Birkbeck, University College London, London, UK.
Susan E TsutakawaMolecular Biophysics and Integrated Bioimaging, Lawrence Berkeley National Laboratory, Berkeley, California, USA.ORCID 0000-0002-4918-4571
Mauricio Valdivia-DelgadoSchool of Biosciences, University of Birmingham, Birmingham, UK.
Torsten SchwedeBiozentrum, University of Basel, Basel, Switzerland.ORCID 0000-0003-2715-335X
Argonne National Laboratory · USNational Laboratory of the Rockies · USThe Netherlands Cancer Institute · NLBhabha Atomic Research Centre · INCentre National de la Recherche Scientifique · FRMax Planck Institute for Developmental Biology · DESIB Swiss Institute of Bioinformatics · CHStanford University · USThe University of Texas MD Anderson Cancer Center · USUniversity of Birmingham · GBUniversity of California, Davis · USUniversity of Würzburg · DEBarcelona Supercomputing Center · ESDiscovery Institute · USInstitute of Molecular Biology and Pathology · ITInstitute of Structural and Molecular Biology · GBLawrence Berkeley National Laboratory · USResearch Institute for Bioscience and Biotechnology · NPSLAC National Accelerator Laboratory · USUniversity of California, Santa Barbara · US

Funding

Transcription-Coupled & Replication-Associated Excision RepairP01CA092584 · NCI · UNIVERSITY OF CALIF-LAWRENC BERKELEY LAB · PI John A. Tainer · 2001 to 2026
$89.6M
3 D ELECTRON MICROSCOPY OF MACROMOLECULES (5P41RR002250-27)P41GM103832 · NIGMS · STANFORD UNIVERSITY · PI CHIU, WAH · 2012 to 2019
$15.1M
Unified Data Resource for Large Complexes Determined by Cryo-Electron MicroscopyR01GM079429 · NIGMS · STANFORD UNIVERSITY · PI CHIU, WAH · 2007 to 2021
$11.6M
Prospective analysis to determine model accuracy performance and boundaries in the post-AlphaFold2 environmentR01GM100482 · NIGMS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI FIDELIS, KRZYSZTOF A · 2012 to 2025
$11.1M
Resource for Biocomputing Visualization and InformaticsP41GM103311 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI FERRIN, THOMAS E · 2012 to 2017
$8.2M
Mesoscale and Nanoscale Technologies Integrated by Structures for DNA Repair Complexes (MANTIS-DRC)R35CA220430 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI John A. Tainer · 2018 to 2026
$7.6M
Varicella-Zoster Virus: T Cell/Skin Tropisms &ImmunityR01AI020459 · NIAID · STANFORD UNIVERSITY · PI OLIVER, STEFAN LYNE · 1985 to 2023
$6.4M
Molecular Mechanisms of anti-bacterial contact-dependent growth inhibition (CDI)R01GM117930 · NIGMS · UNIVERSITY OF CALIFORNIA SANTA BARBARA · PI HAYES, CHRISTOPHER S. · 2016 to 2023
$3.0M
Acquisition of a 300 kV Electron Microscope for Structural BiologyS10OD021600 · OD · STANFORD UNIVERSITY · PI CHIU, WAH · 2016 to 2016
$2.0M
Varicella-Zoster Virus: T Cell/Skin Tropisms & ImmunityR37AI020459 · NIAID · STANFORD UNIVERSITY · PI ARVIN, ANN · 2016 to 2020
$2.0M
Varicella zoster virus: molecular controls of cell fusion-dependent pathogenesisR01AI102546 · NIAID · STANFORD UNIVERSITY · PI ARVIN, ANN · 2012 to 2016
$1.9M
Towards Accurate Protein Structure Predictions with SAXS Technology (TAPESTRY)R01GM137021 · NIGMS · UNIVERSITY OF CALIF-LAWRENC BERKELEY LAB · PI TSUTAKAWA, SUSAN EMIKO · 2020 to 2023
$1.6M
NCI NIH HHS P01 CA092584NCI NIH HHS R35 CA220430NIAID NIH HHS HHSN272201700060CNIAID NIH HHS R01 AI020459NIAID NIH HHS R01 AI102546NIAID NIH HHS R37 AI020459NIGMS NIH HHS P41 GM103311NIGMS NIH HHS P41 GM103832NIGMS NIH HHS R01 GM079429NIGMS NIH HHS R01 GM100482NIGMS NIH HHS R01 GM117373NIGMS NIH HHS R01 GM117930NIGMS NIH HHS R01 GM137021NIH HHS S10 OD021600Wellcome Trust 209437/Z/17/Z
6 · The paper itself

Abstract

The biological and functional significance of selected Critical Assessment of Techniques for Protein Structure Prediction 14 (CASP14) targets are described by the authors of the structures. The authors highlight the most relevant features of the target proteins and discuss how well these features were reproduced in the respective submitted predictions. The overall ability to predict three-dimensional structures of proteins has improved remarkably in CASP14, and many difficult targets were modeled with impressive accuracy. For the first time in the history of CASP, the experimentalists not only highlighted that computational models can accurately reproduce the most critical structural features observed in their targets, but also envisaged that models could serve as a guidance for further studies of biologically-relevant properties of proteins.

Indexed as

Models, MolecularProtein ConformationSoftwareAmino Acid SequenceComputational BiologyCryoelectron MicroscopyCrystallography, X-RayProteinsSequence Analysis, ProteinProteinsCASPcommunity-wide experimentcryo-EMprotein structure predictionX-ray crystallography

Identifiers

PMID34561912
PMCPMC8616854
OpenAlexW3200617478

What OpenQuestion holds

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Read underepoch 390

Registered trials

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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.