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Very true.


And as in most applications of #MachineLearning, healthcare #AI systems are extremely data-hungry.

Fortunately, a slew of new sensors and data acquisition methods — including over 302 million wearables shipped in 2019 — are bursting onto the scene to meet the massive demand for medical data.

From ubiquitous biosensors, to the mobile healthcare revolution, to the transformative power of the Health Nucleus and their 100+ program, converging exponential technologies are fundamentally transforming our approach to #healthcare.

This my sleep was about the same as the previous week. I had great energy throughout the week when going through my exercise routines.

Sunday-6/28- Biked 48 km. 1 hour Yin Yoga. Stem Cell Neurotherapy 1 hour. 7 hours of sleep.

Monday-6/29- Biked 9 km. 1 hour Power Vinyasa Yoga. Swam 12 laps. 4/8 breathing*10. Stem Cell Neurotherapy 1 hour. 8.5 hours of sleep. Felt great today!

Tuesday-6/30- Biked 11 km. 15 Minutes Yoga for the side body, 15 minutes Yoga Standing forward folds, 5 Minute Handstand practice. 4/8 breathing*10. Stem Cell Neurotherapy 1 hour. 6 Hours of sleep. Tired for the first part of the day until I went biking.

Human immunodeficiency virus (HIV) has been traced as far back as a century ago, but it wasn’t identified until the 1980s, when it captured public attention for causing a sweeping wave of deaths.

About 32 million people have died from HIV and AIDS, which is the term for the range of conditions caused by the virus. A cure for HIV has so far been elusive, but hope has flickered anew because two people who received a stem cell transplant are now clear of the disease. Hope, though, can be held with only great reservation because of beliefs in previous efforts for a cure that failed. Not to mention, stem cell transplants are risky for those who don’t have cancer.

Still, any bit of hope for an end to HIV means that work for a cure continues apace, giving the nearly 38 million people living with the disease something to hold onto.

The robot seen here can work almost 24–7, carrying out experiments by itself. The automated scientist – the first of its kind – can make its own decisions about which chemistry experiments to perform next, and has already discovered a new catalyst.

With humanoid dimensions, and working in a standard laboratory, it uses instruments much like a human does. Unlike a real person, however, this 400 kg robot has infinite patience, and works for 21.5 hours each day, pausing only to recharge its battery.

This new technology – reported in the journal Nature and featured on the front cover – is designed to tackle problems of a scale and complexity that are currently beyond our grasp. New drug formulations could be autonomously discovered, for example, by searching vast and unexplored chemical spaces.

The solution was to split the protein into two harmless halves. Liu’s team, led by graduate student Beverly Mok, used 3D imaging data from the Mougous lab to work out how to divide the protein into two pieces. Each piece did nothing on its own, but when reunited, they reconstituted the protein’s full activity. The team fused each deaminase half to customizable DNA-targeting proteins that did not require guide RNAs. Those proteins bound to specific stretches of DNA, bringing the two halves of the deaminase together. That let the molecule regain its function and work as a precision gene editor—but only once it was correctly positioned.

Liu’s team used the technology to make precise changes to specific mitochondrial genes. Then, Mootha’s lab, which focuses on mitochondrial biology, ran tests to see whether the edits had the intended effect. “You could imagine that if you’re introducing editing machinery into the mitochondria, you might accidentally cause some sort of a catastrophe,” Mootha said. “But it was very clean.” The entire mitochondrion functioned well, except for the one part the scientists intentionally edited, he explained.

This mitochondrial base editor is just the beginning, Mougous suggested. It can change one of the four DNA letters into another. He hopes to find additional deaminases that he and Liu can develop into editors able to make other mitochondrial DNA alterations. Such tools could enable new strategies for treating mitochondrial diseases, as well as help scientists to model diseases and aid in drug testing. “The ability to precisely install or correct pathogenic mutations could accelerate the modeling of diseases caused by mtDNA mutations, facilitate preclinical drug candidate testing, and potentially enable therapeutic approaches that directly correct pathogenic mtDNA mutations,” the authors noted. “Bacterial genomes contain various uncharacterized deaminases, raising the possibility that some may possess unique activities that enable new genome-editing capabilities.”

Scientists at USC Dornsife College of Letters, Arts and Sciences may have found the beginnings of a path toward increasing human lifespan.

The research, published July 10 by the Journal of Gerontology: Biological Sciences, shows the drug can extend the lives of two very different species used in , suggesting the findings may apply to other species, including human beings.