OpenZika project uses supercomputing power to identify potential drug candidates to cure Zika virus

The bulk of vitamins and supplements containing fish oil, biotin, and vitamins A, C, and E can potentially promote nail and hair growth. You can find dietary supplements with higher concentrations of vitamins and minerals that aid skin, hair, and nail health. Fish oil supplements make nails and hair shiny. Fish oil also serves as an agent that can decrease signs of aging. If sun exposure damages the skin, the omega-3 fatty acids in fish oil can help. Biotin, also known as B7, increases hair density and strengthens it. It is found naturally in bananas, eggs, and milk. Vitamins are vital for skin health as well. Vitamin A reduces acne flairs and helps with changes due to aging like wrinkling. A vitamin A deficiency may increase the risk of acne because it becomes difficult for dead skin to slough off hair follicles, blocking pores. Vitamin B lowers the risk of precancerous growths and nonmelanoma skin cancer. Vitamin C is an antioxidant. It leads the fight against free radicals to help stimulate collagen and brighten skin. It also helps to prevent the formation of unneeded melanin that causes uneven skin pigmentation.

RAS mutations are one of the most common cancer-causing genetic mutations, and the drug is now being studied in several cancer types. I think it's going to work especially well in tumors that are primarily RAS driven, including colon cancer and lung cancer. It might also work in other cancer types in combination with drugs targeting other genetic mutations, but further research is needed.

There has been a regulatory drive to reduce animal testing for some time, including through frameworks such as the European Union’s REACH directive. More recently, we have seen this strengthened with roadmaps to phase out animal testing for chemical safety. In silico and in vitro methods are likely to be central to that transition. These tools can provide efficient, human-relevant, and multiscale evidence. One could imagine an approach similar to the carcinogenicity weight-of-evidence approach, in which in vitro and in silico data are gathered to justify reduced or no animal testing at specific points in the approval process. Regulatory acceptance remains challenging because standards vary around the world. For AI, there are also questions about model approval, model updates, benchmarking, and version control. It will be very interesting to see how regulators test and define these pathways.

I want us to disrupt the drug discovery and development process and to look at each place on the drug discovery and development pipeline, so that we can be much better at getting the right target, much quicker at getting the right compound and much more confident that those compounds have the right characteristics which mean they will be safe and well tolerated. Then we can go to the right patient population with the right dose, so we would have a much leaner, more successful process and be able to demonstrate the value of our AI technology.

More specifically, the study showed that the female patient produced very few cathelicidins, which is a natural toxin found in the immune cells of the lungs needed to fight tuberculosis. In most people infected by tuberculosis, tuberculosis bacteria attack the immune cells of the lungs. The immune cells fight the bacteria by eating them. But the tuberculosis bacterium has developed various evasive mechanisms that reduce the immune cells’ ability to digest and thus to kill the Mtb. “You could say that the tuberculosis bacterium has developed a way to lull the immune cells to sleep. This enables the disease the hide inside the immune cells, making it invisible to other parts of the immune system,” Martin Kongsbak-Wismann explains. This is where vitamin D enters the picture. Because vitamin D is able to counteract the soporific effect of the tuberculosis bacteria by making the immune cells produce more of the cathelicidin toxin. “Cathelicidin is like a microscopic needle that is able to pierce the tuberculosis bacteria. And when it does, it weakens the bacteria’s soporific effect on the immune cells. This restores the immune cells’ ability to kill tuberculosis bacteria,” says Martin Kongsbak-Wismann and adds: “We were amazed by the effect of vitamin D. In immune cells from healthy control subjects, vitamin D improved the cells’ ability to fight Mtb, whereas in the female patient’s immune cells we saw no response to vitamin D. This shows that vitamin D is key to the immune system’s ability to fight Mtb and prevent tuberculosis.” Al-Jaberi, F.A.H., et al. (2022) Reduced vitamin D-induced cathelicidin production and killing of Mycobacterium tuberculosis in macrophages from a patient with a non-functional vitamin D receptor: A case report. Frontiers in Immunology. doi.org/10.3389/fimmu.2022.1038960.