Powered by OpenAIRE graph
Found an issue? Give us feedback
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Report . 2025
License: CC BY
Data sources: ZENODO
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
ZENODO
Report . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Report . 2025
License: CC BY
Data sources: Datacite
ZENODO
Report . 2025
License: CC BY
Data sources: Datacite
ZENODO
Report . 2025
License: CC BY
Data sources: Datacite
versions View all 3 versions
addClaim

The AlphaFold educational summit provides insights into advancing global equity in computational structural biology

Authors: Magaña, Paulyna; Gopalasingam, Piraveen; Fleming, Jennifer; Kovalevskiy, Oleg; Žídek, Augustin; Ebenezer, ThankGod; Laydon, Agata; +31 Authors

The AlphaFold educational summit provides insights into advancing global equity in computational structural biology

Abstract

AlphaFold is a state-of-the-art protein structure prediction resource that offers immense potential for accelerating scientific discovery. Realising this potential, however, requires equitable access to technology, resources and expertise. To address this need, the AlphaFold Education Summit, held at the Wellcome Genome Campus in Hinxton, Cambridge, UK, convened researchers and trainers from 14 countries, with a focus on low- and middle-income countries (LMICs). Participants, selected for their AlphaFold expertise and training experience, shared crucial insights into dissemination strategies. Over a four-day train-the-trainer programme, participants advanced their AlphaFold knowledge, formulated adaptable training models, and collectively committed to facilitating the widespread application of AlphaFold in scientific exploration. This report details the summit’s objectives, key discussions, and outcomes, charting a course towards a sustainable and inclusive global AlphaFold community. Major barriers identified include limited computational infrastructure, inconsistent internet connectivity, and a shortage of skilled trainers in under-resourced regions. The summit underscored the importance of developing adaptable, high-quality training materials, implementing robust Train-the-Trainer (TtT) programmes, and fostering mentorship and community networks. Key strategic recommendations include collaborative resource sharing, sustainable funding models, integration of AlphaFold training into academic curricula, and establishing a global-south community with regional hubs to mitigate geopolitical and logistical challenges. The summit outcomes emphasise the necessity of a coordinated, community-driven approach to democratise access to AI-powered structural biology tools. This approach focuses on inclusivity, sustainability, and long-term capacity building, aiming to empower researchers globally, accelerate scientific discovery, and ensure the benefits of new AI methods, like AlphaFold, are accessible across diverse scientific and geographical contexts.

Keywords

structural biology, bioinformatics, Molecular Biology, Education

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green