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Jan 3, 2023

Long Out of Math, an AI Programmer Cracks a Pure Math Problem

Posted by in categories: mathematics, robotics/AI

On nights and weekends, Justin Gilmer attacked an old question in pure math using the tools of information theory.

Jan 3, 2023

Thanks to DALL-E, the Race to Make Artificial Protein Drugs Is On

Posted by in categories: biotech/medical, information science, robotics/AI

While “protein” often evokes pictures of chicken breasts, these molecules are more similar to an intricate Lego puzzle. Building a protein starts with a string of amino acids—think a myriad of Christmas lights on a string— which then fold into 3D structures (like rumpling them up for storage).

DeepMind and Baker both made waves when they each developed algorithms to predict the structure of any protein based on their amino acid sequence. It was no simple endeavor; the predictions were mapped at the atomic level.

Designing new proteins raises the complexity to another level. This year Baker’s lab took a stab at it, with one effort using good old screening techniques and another relying on deep learning hallucinations. Both algorithms are extremely powerful for demystifying natural proteins and generating new ones, but they were hard to scale up.

Jan 3, 2023

Evolution of CRISPR-associated Endonucleases as Inferred from Resurrected Proteins

Posted by in categories: bioengineering, biotech/medical, evolution

Clustered regularly interspaced short palindromic repeats (CRISPR)-associated Cas9 protein is an effector that plays a major role in a prokaryotic adaptive immune system, by which invading DNA can be targeted and cut for inactivation. The Cas9 endonuclease is directed to target sites by a guide RNA (gRNA) where Cas9 can recognize specific sequences (PAMs) in foreign DNA, which then serve as an anchoring point for cleavage of the adjacent RNA-matching DNA region. Although the CRISPR-Cas9 system has been widely studied and repurposed for diverse applications (notably, genome editing), its origin and evolution remain to be elucidated. Here, we investigate the evolution of Cas9 from resurrected ancient nucleases (anCas) in extinct firmicutes species as old as 2,600 myr to the current day. Surprisingly, we demonstrate that these ancient forms were much more flexible in their PAM and gRNA scaffold requirements compared to modern day Cas9 enzymes. In addition, anCas portrays a gradual paleoenzymatic adaptation from nickase to double-strand break activity, suggesting a mechanism by which ancient CRISPR systems could propagate when harboring Cas enzymes with minimal PAMs. The oldest anCas also exhibit high levels of activity with ssDNA and ssRNA targets, resembling Cas nucleases in related system types. Finally, we illustrate editing activity of the anCas enzymes in human cells. The prediction and characterization of anCas proteins uncovers an unexpected evolutionary trajectory leading to ancient enzymes with extraordinary properties.

R. P-J., B. A-L. are co-inventors on patent application filed by CIC nanoGUNE and licenced to Integra Therapeutics S.L. relating to work in this article. A. S-M. and M.G. are co-founders of Integra Therapeutics S.L. B.P.K is an inventor on patents and/or patent applications filed by Mass General Brigham that describe genome engineering technologies. B.P.K. is a consultant for Avectas Inc., EcoR1 capital, and ElevateBio, and is an advisor to Acrigen Biosciences and Life Edit Therapeutics.

Jan 3, 2023

Recording of cellular physiological histories along optically readable self-assembling protein chains

Posted by in categories: biotech/medical, genetics

A history of cellular events is recorded in self-assembling protein chains.

Jan 3, 2023

The Universe Is More in Our Hands Than Ever Before

Posted by in categories: alien life, nuclear energy, particle physics

Pity the poor astronomer. Biologists can hold examples of life in their hands. Geologists can fill specimen cabinets with rocks. Even physicists get to probe subatomic particles in laboratories built here on Earth. But across its millennia-long history, astronomy has always been a science of separation. No astronomer has stood on the shores of an alien exoplanet orbiting a distant star or viewed an interstellar nebula up close. Other than a few captured light waves crossing the great void, astronomers have never had intimate access to the environments that spur their passion.

Until recently, that is. At the turn of the 21st century, astrophysicists opened a new and unexpected era for themselves: large-scale laboratory experimentation. High-powered machines, in particular some very large lasers, have provided ways to re-create the cosmos, allowing scientists like myself to explore some of the universe’s most dramatic environments in contained, controlled settings. Researchers have learned to explode mini supernovas in their labs, reproduce environments around newborn stars, and even probe the hearts of massive and potentially habitable exoplanets.

How we got here is one of the great stories of science and synergy. The emergence of this new large-scale lab-based astrophysics was an unanticipated side effect of a much broader, more fraught, and now quite in-the-news scientific journey: the quest for nuclear fusion. As humanity has worked to capture the energy of the stars, we’ve also found a way to bring the stars down to Earth.

Jan 3, 2023

Are Naked Mole-Rats Immortal?

Posted by in categories: biotech/medical, life extension

When it comes to longevity in the animal kingdom, the Naked mole-rat is often touted as one of the longest living animals known to man, and some say that they functionally do not age, only ever dying of disease or predation. In this article we will investigate these claims, and discover what exactly is so exciting about these aesthetically challenged rodents which has made so many researchers so optimistic about the future of human longevity.

Are Naked Mole-Rats Immortal?

Let’s dispel one of the largest misconceptions about naked mole-rats (Heterocephalus glaber) before we dive into what makes these rodents so interesting. No, naked mole-rats are not immortal in any sense of the word. First documented in 1,842 by German naturalist Eduard Rüppell, we have formally studied this species of rodent for over 180 years, and we have yet to see any immortal naked-mole rats running around, in the wild or otherwise. Neither have we seen a naked mole-rat coming close to the longevity enjoyed by our own species, let alone the longevity enjoyed by other longer lived species such as the giant tortoise. However, it is not the lifespan itself that is so remarkable about the naked mole-rat, but rather its relative longevity compared to other rodents that makes the naked mole-rat so interesting.

Jan 3, 2023

Researchers develop a light source that produces two entangled light beams

Posted by in categories: computing, encryption, quantum physics

Scientists are increasingly studying quantum entanglement, which occurs when two or more systems are created or interact in such a manner that the quantum states of some cannot be described independently of the quantum states of the others. The systems are correlated, even when they are separated by a large distance. The significant potential for applications in encryption, communications and quantum computing spurs research. The difficulty is that when the systems interact with their surroundings, they almost immediately become disentangled.

In the latest study by the Laboratory for Coherent Manipulation of Atoms and Light (LMCAL) at the University of São Paulo’s Physics Institute (IF-USP) in Brazil, the researchers succeeded in developing a light source that produced two entangled light beams. Their work is published in Physical Review Letters.

“This light source was an optical parametric oscillator, or OPO, which is typically made up of a non-linear optical response crystal between two mirrors forming an optical cavity. When a bright green beam shines on the apparatus, the crystal-mirror dynamics produces two light beams with ,” said physicist Hans Marin Florez, last author of the article.

Jan 3, 2023

Revolutionary MRI Technology Uncovers Stunning Brain Changes in Migraine Sufferers

Posted by in categories: biotech/medical, neuroscience

For the first time, a new study has identified enlarged perivascular spaces in the brains of migraine sufferers. Results of the study were presented recently at the annual meeting of the Radiological Society of North America (RSNA).

“In people with chronic migraine and episodic migraine without aura, there are significant changes in the perivascular spaces of a brain region called the centrum semiovale,” said study co-author Wilson Xu, an M.D. candidate at Keck School of Medicine of the University of Southern California in Los Angeles. “These changes have never been reported before.”

Migraine is a common, often debilitating condition, involving a severe recurring headache. Migraines may also cause nausea, weakness, and light sensitivity. According to the American Migraine Foundation, over 37 million people in the U.S. are affected by migraine, and up to 148 million people worldwide suffer from chronic migraine.

Jan 3, 2023

How bright is the Universe? NASA’s Pluto probe shines a light on the long-standing enigma

Posted by in category: space

Now that it is passing through the Kuiper Belt, away from the light pollution of the inner Solar System, it has another lucrative mission: measuring the brightness of the Universe. These measurements will allow astronomers to make more accurate estimates of how many galaxies there are, which is still the subject of debate. According to new measures by New Horizons, the light coming from stars beyond the Milky Way is two to three times brighter than the light from known populations of galaxies — meaning that there are even more out there than we thought!

What’s new — The study was led by a team from the Center for Detectors (CfD), an academic research group at the Rochester Institute of Technology (RIT). They were joined by researchers from NASA’s Jet Propulsion Laboratory, the Space Exploration Sector (SES) at the Johns Hopkins University Applied Physics Laboratory (JHUAPL), the University of California Irvine, and the Space Sciences Laboratory (SSL) at UC Berkeley. The paper that describes their findings recently appeared online and has been accepted for publication in The Astrophysical Journal.

Jan 3, 2023

SpaceX launches its first mission of 2023 following a record-smashing 2022

Posted by in category: satellites

The company almost doubled its launch record set the previous year. This year, it will likely break new ground with Starship.

SpaceX’s first mission of 2023 launched a massive 114 satellites into orbit. The Falcon 9 rideshare mission, called Transporter-6, launched at 10:56 a.m. EST (1456 GMT) from Cape Canaveral Space Force Station in Florida.

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