What was the top breakthrough of 2021 according to Science readers?

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SUMMARY

The top breakthrough of 2021, as determined by Science readers, is the advancement in artificial intelligence (AI) that enables accurate predictions of protein structures from amino acid sequences. This achievement fulfills a vision articulated by Nobel laureate Christian Anfinsen in 1972, demonstrating significant potential for drug discovery and biological insights. The final three contenders for the breakthrough included ancient soil DNA and in vivo CRISPR, with AI-powered protein structure predictions receiving 39% of the votes in the People’s Choice award.

PREREQUISITES
  • Understanding of protein structure and function
  • Familiarity with artificial intelligence and machine learning concepts
  • Knowledge of CRISPR gene editing technology
  • Awareness of ancient DNA analysis techniques
NEXT STEPS
  • Research the latest developments in AI-driven protein structure prediction tools
  • Explore the implications of CRISPR technology in therapeutic applications
  • Investigate ancient DNA extraction and analysis methods
  • Study the biological significance of protein interactions and complexes
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Researchers, biochemists, and professionals in biotechnology and pharmaceuticals who are interested in advancements in protein structure prediction, gene editing, and ancient DNA studies.

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The original list of 10 candidates has now been parred down to 3.

The Science Top Ten list:

First footprints in the Americas?​

23,000-21,000 year old human footprints in New Mexico. (al local record)

Dragon Man skull​

Great looking old skull with a great backstory of it's discovery.
Maybe the first Denisovan skull found. Denisovans (Neanderthal relatives) are mostly known from their genome rather than their skeleton.

Ancient soil DNA​

Identifying what species lived in a cave from the DNA they shed there.

The homeland of horses​

Where the ancestors of domesticated horses came from.
Here's a thread on it.

In vivo CRISPR​

Shooting specific Crispr's into sick people to make them better.

A psychedelic PTSD remedy​

Using psychodelic drugs to treat PTSD.

Early human development​

Mouse embryos in a jar for studies.

Powerful pills for COVID-19​

Anti-covid meds.

Measuring muon magnetism​

Something's a little off, but a big deal maybe.
Physic Pholk can better talk about this than me.

Uncovering Mars’s core​

A seismometer on Mars shows some internal structure. (I like this one. I find the geological history of Mars interestingly weird.)

Artificial intelligence predicts proteins​

The long quest to be able to predict 3-D protein structure from their sequence.
This is a big problem in computational biology.
It seems to rapidly becoming solved.

If fulfilled, this will extend a bottom-up understanding of biology from sequences to detailed structure-function assembly of biologically designed proteins. Reproducibly, making large chemical structures that do biologically important things.

To me this is the most important breakthrough!

Fusion’s day in the Sun​

Fusion reactors are getting closer to breaking even.The final three are:

Ancient soil DNA​

In vivo CRISPR​

Artificial intelligence predicts proteins​


You can vote on Twitter.
Please cast your vote, via Twitter poll, by Monday, 13 December at 9 a.m. EST. The winner will be announced on the Science website at 2 p.m. EST on Thursday, 16 December, the same day Science will reveal its own pick for Breakthrough of the Year.
 
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Biology news on Phys.org
Fusion reactors are getting closer to breaking even.
Still, how many years/decades away?
 
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I think your #10 brands you a wild -eyed optimist.
 
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Both the editors at Science and the readers chose protein structure prediction as Science's breakthrough of the year:
In his 1972 Nobel Prize acceptance speech, American biochemist Christian Anfinsen laid out a vision: One day it would be possible, he said, to predict the 3D structure of any protein merely from its sequence of amino acid building blocks. With hundreds of thousands of proteins in the human body alone, such an advance would have vast applications, offering insights into basic biology and revealing promising new drug targets. Now, after nearly 50 years, researchers have shown that artificial intelligence (AI)-driven software can churn out accurate protein structures by the thousands—an advance that realizes Anfinsen’s dream and is Science’s 2021 Breakthrough of the Year.
https://www.science.org/doi/10.1126/science.acz9822

People’s Choice
Our readers weigh in with their picks for the top breakthrough this year
For the first time since 2018, your winner was our winner! This year’s race for the People’s Choice award—an annual honor chosen by Science readers—was tight, with three finalists running neck and neck in the last week of voting on Twitter: ancient soil DNA, CRISPR gene editing in the body, and artificial intelligence–powered protein structure predictions.
But after a final surge of support for ancient soil DNA and more than 2100 votes cast, AI-powered protein structure predictions—Science’s 2021 Breakthrough of the Year—kicked it into capture the gold.
This year’s breakthrough was itself predicted in 2020, when it appeared as a runner-up. Since then, the field has exploded, with AI able to predict not only protein structures, but also how they form complexes and interact.
Protein structure predictions 39%
Ancient soil DNA 34%
In vivo CRISPR 27%
https://www.science.org/doi/10.1126/science.acz9823
 
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