Video Gamers Outdo Scientists in Contest to Discover Protein's Shape

Gamers playing the popular online puzzle game Foldit beat scientists, college students and computer algorithms in a contest to see who could identify a particular protein's shape. The study findings have implications for video game enthusiasts and classroom instruction, and showcase the positive impact citizen science can have on research.

"It shows that anybody with a 3-D mentality, including gamers, can do something that previously only scientists did, and in doing so they can help scientific progress," said study co-author James Bardwell, University of Michigan professor in molecular, cellular and developmental biology.

Groups taking part in the competition to interpret biochemical data in order to discover the protein's structure included: 469 video game players who played Foldit, two trained crystallographers, 61 U-M undergraduates who used a computer modeling program in class, and two separate computer algorithms.

Co-author Scott Horowitz, a postdoctoral fellow at U-M, said he plans to integrate Foldit into his class. He believes it will motivate students to learn about a very complicated subject because the game's competitive and fun.

"I've seen how much players learn about proteins from playing this game," Horowitz said. "We spend weeks and weeks trying to jam this into students' brains and Foldit players learn it naturally because it's fun."

The students and professionals worked independently, reflecting the norm for scientists engaged in model building, while the winning video game players took a more collaborative approach. The gamers' superior outcome suggests that collaboration is a big help in achieving the best results.

"We think this is a big deal because interpreting an electron-density map can be a labor-intensive, error-prone process - and we show that crowd-sourced Foldit players can do it as well as, or better than, professionally trained crystallographers," said graduate student Brian Koepnick of the University of Washington Institute for Protein Design, who helped design the contest and analyze the results.

The study's authors say the next step in the research is to incorporate the gamers' tips and tricks into the software that scientists use when building these structures.

Every function of the body involves proteins and understanding how they work is an important scientific question. To that end, the study also found that analysis of the protein targeted by the competition uncovered a new family of proteins that appears to be involved in preventing plaque formation, which is implicated in diseases like Alzheimer's.

This isn't the first time U-M students have tackled the challenge of building protein structures. The competition was designed in part to see if U-M undergrads could build on a previous class assignment in which students played the game to improve upon an already published protein structure.

The study was led by U-M researchers in collaboration with the University of Washington, University of Massachusetts-Dartmouth and Northeastern University.

Horowitz S, Koepnick B, Martin R, Tymieniecki A, Winburn AA, Cooper S, Flatten J, Rogawski DS, Koropatkin NM, Hailu TT, Jain N, Koldewey P, Ahlstrom LS, Chapman MR, Sikkema AP, Skiba MA, Maloney FP, Beinlich FR; Foldit Players; University of Michigan students, Popović Z, Baker D, Khatib F, Bardwell JC.
Determining crystal structures through crowdsourcing and coursework.
Nat Commun. 2016 Sep 16;7:12549. doi: 10.1038/ncomms12549.

Most Popular Now

AI Catches One-Third of Interval Breast …

An AI algorithm for breast cancer screening has potential to enhance the performance of digital breast tomosynthesis (DBT), reducing interval cancers by up to one-third, according to a study published...

Great plan: Now We need to Get Real abou…

The government's big plan for the 10 Year Health Plan for the NHS laid out a big role for delivery. However, the Highland Marketing advisory board felt the missing implementation...

Researchers Create 'Virtual Scienti…

There may be a new artificial intelligence-driven tool to turbocharge scientific discovery: virtual labs. Modeled after a well-established Stanford School of Medicine research group, the virtual lab is complete with an...

From WebMD to AI Chatbots: How Innovatio…

A new research article published in the Journal of Participatory Medicine unveils how successive waves of digital technology innovation have empowered patients, fostering a more collaborative and responsive health care...

New AI Tool Accelerates mRNA-Based Treat…

A new artificial intelligence (AI) model can improve the process of drug and vaccine discovery by predicting how efficiently specific mRNA sequences will produce proteins, both generally and in various...

AI also Assesses Dutch Mammograms Better…

AI is detecting tumors more often and earlier in the Dutch breast cancer screening program. Those tumors can then be treated at an earlier stage. This has been demonstrated by...

RSNA AI Challenge Models can Independent…

Algorithms submitted for an AI Challenge hosted by the Radiological Society of North America (RSNA) have shown excellent performance for detecting breast cancers on mammography images, increasing screening sensitivity while...

AI could Help Emergency Rooms Predict Ad…

Artificial intelligence (AI) can help emergency department (ED) teams better anticipate which patients will need hospital admission, hours earlier than is currently possible, according to a multi-hospital study by the...

Head-to-Head Against AI, Pharmacy Studen…

Students pursuing a Doctor of Pharmacy degree routinely take - and pass - rigorous exams to prove competency in several areas. Can ChatGPT accurately answer the same questions? A new...

NHS Active 10 Walking Tracker Users are …

Users of the NHS Active 10 app, designed to encourage people to become more active, immediately increased their amount of brisk and non-brisk walking upon using the app, according to...

New AI Tool Illuminates "Dark Side…

Proteins sustain life as we know it, serving many important structural and functional roles throughout the body. But these large molecules have cast a long shadow over a smaller subclass...

The Human Touch of Doctors will Still be…

AI-based medicine will revolutionise care including for Alzheimer’s and diabetes, predicts a technology expert, but it must be accessible to all patients. Healing with Artificial Intelligence, written by technology expert Daniele...