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Katy Mould

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Credit: MolGraphics.com, Zachary Berndsen and Keith Cassidy

AlphaFold Research Impact Exploration

Understanding the ripple effect of AlphaFold application in real-world research contexts

 AlphaFold Research Impact Exploration | Google DeepMind

Client: Google DeepMind
Project Period: Nov 2024 - Oct 2025
Project Status: Delivered
Role: Researcher Engagement, Program Management, Process Development, Data Analysis, Scientific Copywriting, Technical Copywriting, Executive Communications
Team: Partnerships Manager; Portfolio Lead, Life Sciences; Impact Data Analysts, Applied Scientists
Deliverables: Impact Case Studies, AlphaFold Research Community Network Development

 

Impact: Many of the new impact case studies produced featured in publications, executive communications and the Google DeepMind: The Podcast as part of AlphaFold’s 5th Anniversary campaign - with the new research impact stories reaching an estimated 12 million people.

 

Examples of my work published externally:

Externally published work
Breeding healthier and stronger honeybees
Conservation, Interdisciplinary Research, Downstream Impact
Breeding healthier and stronger honeybees
Conservation, Interdisciplinary Research, Downstream Impact

Scientists in Europe used AlphaFold to understand a key immunity protein in honeybees, Vitellogenin (Vg). These structural insights are now being applied to conservation efforts for endangered bee populations and guiding the development of AI-assisted breeding programs for healthier, more resilient pollinators.

Conservation, Interdisciplinary Research, Downstream Impact
Revealing a key protein behind heart disease
Health, Heart Disease, Impossible Insights
Revealing a key protein behind heart disease
Health, Heart Disease, Impossible Insights

Atherosclerosis, caused by “bad cholesterol” (LDL), is the leading cause of global mortality. For decades, the structure of the central protein in LDL, apolipoprotein B100 (apoB100), remained elusive. AlphaFold 2 helped finally reveal its complex, cage-like shape. This long-awaited blueprint gives pharmaceutical researchers the atomic-level detail needed to design new preventative heart therapies.

Health, Heart Disease, Impossible Insights
Google DeepMind: The Podcast ‘AlphaFold: Grand Challenge to Nobel Prize’
Executive Communications, Narrative Development, Science Communications
Google DeepMind: The Podcast ‘AlphaFold: Grand Challenge to Nobel Prize’
Executive Communications, Narrative Development, Science Communications

John Jumper, one of the most instrumental scientists behind AlphaFold shares stories about his Nobel win, the tool's unexpected applications, and the shift in architecture from AlphaFold 2 to the more comprehensive AlphaFold 3.

Executive Communications, Narrative Development, Science Communications
Engineering more resilient crops for a warming climate
Crop Resilience, Climate Change, Enzyme Engineering, Accelerating Research Timelines
Engineering more resilient crops for a warming climate
Crop Resilience, Climate Change, Enzyme Engineering, Accelerating Research Timelines

Rising global temperatures are threatening photosynthesis in staple crops by destabilising glycerate kinase (GLYK), a key enzyme in carbon recycling. Researchers at Michigan State used AlphaFold to predict GLYK's structure in both plants and heat-adapted algae, revealing unstable loops that fail under heat — and then engineered a hybrid enzyme stable up to 65°C that could form the basis of a molecular toolkit for climate-resilient agriculture.

Crop Resilience, Climate Change, Enzyme Engineering, Accelerating Research Timelines
Expanding access to structural biology
Accessibility, Research Skills Development, Intergenerational Research Collaboration, Membrane Proteins
Expanding access to structural biology
Accessibility, Research Skills Development, Intergenerational Research Collaboration, Membrane Proteins

Turkish undergraduate students Alper and Taner Karagöl taught themselves structural biology during the pandemic using online AlphaFold tutorials – with no prior training. They've now published 15 research papers.

Accessibility, Research Skills Development, Intergenerational Research Collaboration, Membrane Proteins
Increasing speed of discovery in plant immunity
Plant Immunity, Plant Pattern Recognition Receptors, Accelerating Research Timelines, Expanding Research Scope
Increasing speed of discovery in plant immunity
Plant Immunity, Plant Pattern Recognition Receptors, Accelerating Research Timelines, Expanding Research Scope

Cyril Zipfel, professor of Molecular & Cellular Plant Physiology at the University of Zurich and Sainsbury Lab, saw research timelines shrink drastically. They used AlphaFold alongside comparative genomics to better understand how plants perceive changes in their environment, paving the way for more resilient crops.

Plant Immunity, Plant Pattern Recognition Receptors, Accelerating Research Timelines, Expanding Research Scope

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