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University of Toronto Engineering researchers’ AI model designs proteins to deliver gene therapy ➡️
Researchers at the University of Toronto used an artificial intelligence framework to redesign a crucial protein involved in the delivery of gene therapy.
The study, published in Nature Machine Intelligence, describes new work optimizing proteins to mitigate immune responses, thereby improving the efficacy of gene therapy and reducing side effects.
“Gene therapy holds immense promise, but the body’s pre-existing immune response to viral vectors greatly hampers its success. Our research zeroes in on hexons, a fundamental protein in adenovirus vectors, which – but for the immune problem – hold huge potential for gene therapy,” says Michael Garton, an assistant professor at the Institute of Biomedical Engineering in the Faculty of Applied Science & Engineering.
Laser sources operating at the 1.2 μm wavelength band have some unique applications in photodynamic therapy, biomedical diagnosis and oxygen sensing. Additionally, they can be adopted as pump sources for mid-infrared optical parametric generation as well as visible light generation by frequency doubling.
Laser generation at 1.2 μm waveband has been achieved with different solid-state lasers including semiconductor lasers, diamond Raman lasers, and fiber lasers. Among these three types, the fiber laser thanks to its simple structure, good beam quality, and operation flexibility, is a great choice for 1.2 μm waveband laser generation.
Researchers led by Prof. Pu Zhou at National University of Defense Technology (NUDT), China, are interested in a high power fiber laser at 1.2 μm waveband. Current high power fiber lasers are mostly ytterbium-doped fiber lasers at 1 μm waveband, and the maximum output at 1.2 μm waveband is limited at 10-watt level.
Evolutionary biologists at Johns Hopkins Medicine report they have combined PET scans of modern pigeons along with studies of dinosaur fossils to help answer an enduring question in biology: How did the brains of birds evolve to enable them to fly?
The answer, they say, appears to be an adaptive increase in the size of the cerebellum in some fossil vertebrates. The cerebellum is a brain region responsible for movement and motor control.
The research findings are published in the Jan. 31 issue of the Proceedings of the Royal Society B.
RN, BSN, breelyn wilky, MD, denise castillo, tessa mcspadden, stephanie hill, MA, CCRP, and tiffany cull.
Researchers at the University of Toronto have used an artificial intelligence framework to redesign a crucial protein involved in the delivery of gene therapy.
The study, published in Nature Machine Intelligence, describes new work optimizing proteins to mitigate immune responses, thereby improving the efficacy of gene therapy and reducing side effects.
“Gene therapy holds immense promise, but the body’s pre-existing immune response to viral vectors greatly hampers its success. Our research zeroes in on hexons, a fundamental protein in adenovirus vectors, which—but for the immune problem—hold huge potential for gene therapy,” says Michael Garton, an assistant professor at the Institute of Biomedical Engineering in the Faculty of Applied Science & Engineering.
This is interesting. Who knew brain drain would be helpful? Haha it’s a different context but it’s medicinal in this sense. Amazing discovery!
Estimated read time: 2–3 minutes.
SALT LAKE CITY — Add this to the list of potential targets to treat Alzheimer’s and other neurodegenerative disorders: Researchers in South Korea have discovered a network of lymphatic vessels at the back of the nose that help drain cerebral spinal fluid from the brain.
According to Neuroscience News, the “groundbreaking” study, published in the journal Nature, reveals a previously unknown outflow path for the fluid, which could have implications for targeting neurodegenerative ills like Alzheimer’s and other dementias.
While NASA is well-known for advancing various technologies for the purposes of space exploration, whether it’s sending spacecraft to another world or for use onboard the International Space Station (ISS), the little-known fact is that these same technologies can be licensed for commercial use to benefit humankind right here on the Earth through NASA’s Spinoff program, which is part of NASA’s Space Technology Mission Directorate and its Technology Transfer program. This includes fields like communication, medical, weather forecasting, and even the very mattresses we sleep on, and are all featured in NASA’s annual Spinoff book, with NASA’s 2024 Spinoff book being the latest in sharing these technologies with the private sector.
“As NASA’s longest continuously running program, we continue to increase the number of technologies we license year-over-year while streamlining the development path from the government to the commercial sector,” Daniel Lockney, Technology Transfer Program Executive at NASA Headquarters, said in a statement. “These commercialization success stories continually prove the benefits of transitioning agency technologies into private hands, where the real impacts are made.”
One example is a medical-grade smartwatch called EmbracePlus developed by Empatica Inc., which uses machine learning algorithms to monitor a person’s vitals, including sleep patterns, heart rate, and oxygen flow. EmbracePlus reached mass production status in 2021 and has been approved by the U.S. Food and Drug Administration (FDA) with the goal of using the smartwatch for astronauts on future spaceflights, including the upcoming Artemis missions, along with medical patients back on Earth.