To what extent can an AI-based program help in biology? Here are the keys to the DeepMind solution.
Artificial Intelligence has become one of the most prominent branches in terms of technology. For a long time, algorithms have made it possible to automate multiple tasks, but the truth is that many other additional tasks have been able to be developed. Science is being studied by this type of program and, without a doubt, good proof of this has been being able to find proteins not found in nature. In this way, a key period opens for the development of many other programs.
The endowment of programs with machine learning is growing at a level never seen before, being able to give rise to projects like ChatGPT or Bard. These are support services that are taking online consulting to a new level. Now, what does the detection of proteins that have been found consist of?
Let’s see what are the keys to this new discovery, why we have found ourselves before a key element that could allow obtain new drugs in the field of medicine or, of course, to what extent this scientific advance can be revealing for new future research. Who was going to say that an algorithmic configuration could be capable of detecting new proteins never found by humans? More details about this important finding are expected to be revealed in the coming months.
They discover new proteins thanks to the development of a powerful AI
According to the first conclusions of the study organized by the University of Toronto, the proteins in question are made of chains of amino acids that fold into three-dimensional shapes, which in turn dictate the function of the protein. In order to develop the research, use was made of the powerful software OmegaFold, an improved version of DeepMind’s AlphaFold 2. This is an interesting option stands out for its incredible power and calculation capacity. It has an advanced algorithmic system capable of obtaining very precise information that could not be calculated by a conventional machine.
ProteinSGM is the name given to the department that is carrying out this interesting research. It is expected that significant progress will be made in the coming months in the matter. The key is to segment possible chains of chemical compounds with those that can have a protein behind them. It is a truly difficult process, which requires the use of very fast analysis and calculation programs with great power behind it.
This is an important step that may have a direct impact on the development of future laboratory programs. The creation of new drugs and medical products could be a key element in fighting diseases. It is still early to know if these newly discovered proteins can have real applications for treatments, but the truth is that a new line of research is opening up to find a real use for them. Be that as it may, the use of AI has long offered unique performance as a means of support.