Artificial intelligence (AI), the genius of molecular biology

We can thus cover a wide spectrum of reasons that a patient might see a doctor as an outpatient.

We can access a process of participative medicine via a simple blood test. This gives the patient the opportunity to make informed decisions and to be responsible for their own health/ wellbeing capital. They take responsibility for their own lifestyle choices. Keeping an eye on our internal environment is an aspect that should never be disregarded in anti-aging P4 medi- cine©. – 2. Pricewaterhouse Coopers (2009).

We see that the question of protein withdrawal is essential, as it is by adopting a three-dimensional shape that the proteins acquire their functions. It is their shape that makes these “workers” into tools and a molecular language.

AI is currently revolutionising several fields. But this is a spectacular advance; being able to calculate evolutions without any restraints could change the face of medicine.
The Alphafold 2 computer programme, designed by Deepmind (owned by Google), can determine the 3D structure of a protein in a few hours’ calculation instead of several years. We are close to 100% resolution for the most complex structures.

We are colloids, proteins in an aqueous solution. A cross between mineral and organic: life.
The genome provides vital information, whereas proteins, thanks to their 3D structure, carry the information required to get the job done. They are the cells’ molecular workers. We are currently opening the door to a brand-new field of biology: finding out the 3D structure of all proteins, designing new ones, including customised antibiotics or medicines, better understanding and treating certain illnesses caused by inadequate protein withdrawal, such as Alzheimer’s or type 2 diabetes, and also tackling senescence. These are the keys to longevity.

The proteome is a reflection of the regulating system between the different cells and the different organs. It is specific to each person, a memory of our human condition, and by understanding it we can shine a light on the accidents that mark our lives. The proteome serum is the meeting point between the influence that genetics and the environment have on the human body (viruses, bacteria and parasites) as well as diet and therapies, not forgetting cosmic and telluric radiation. – 3. J.F. Bézot (2015, March).

This new paradigm for a different kind of medicine is part of a rapidly-growing concept, P4 medicine©, the famous brand of anti-aging medicine (Personalised Predictive, Preventive and, most importantly, Participatory).

The overall approach to the notion of health and wellbeing is deeply ecological because it ties in with the Hippocratic tradition, which states that health is a balance between environmental influences, lifestyle and the components of human nature. The sign of an important convergence, this medicine will be disruptive because it must be participatory. The patient is an enlightened actor in their own health/wellbeing capital throughout their lifetime.

AI is a field of computing that tries to simulate or copy the way human reasoning works to model and analyse situations. This discipline calls upon various techniques such as logical rules, decision trees and mathematical equations. Deep learning – a branch of machine learning, automatic learning, that is based on the neurone networks – is a very relevant discipline at the moment. Reinforcement learning, meanwhile, is improved through trial and error and the accumulation of experience. Doctors are faced with a growing mass of data that goes beyond what they are able to analyse: medical analyses, medical history, imaging, lifestyle habits… AI therefore provides valuable assistance. The best-known use is the analysis of medical imagery. Computer programmes can analyse thousands of images without bias or getting tired.