Scientific Basics of Personalized Medicine: Realities and Opportunities
ISSN 1019-3316, Herald of the Russian Academy of Sciences, 2022, Vol. 92, No. 6, pp. 671–682. © Pleiades Publishing, Ltd., 2022.
Russian Text © The Author(s), 2022, published in Vestnik Rossiiskoi Akademii Nauk, 2022, Vol. 92, No. 12, pp. 1105–1118.
On the Rostrum of the RAS Presidium
Scientific Basics of Personalized Medicine:
Realities and Opportunities
E. V. Shlyakhto#
Almazov National Medical Research Center, Ministry of Health of Russia, St. Petersburg, Russia
e-mail:
Received January 12, 2022; revised January 17, 2022; accepted June 21, 2022
Abstract—Modern trends in the development of health care suggest its focus on the interests of the patient
and its holistic nature, as well as deep penetration into all parts of health care information technology.
The driving force behind the ongoing changes, of course, are scientific achievements, the importance of
which in the development of new medical technologies and the creation of innovative diagnostic devices,
as well as medicines, has grown significantly in recent years. These processes provide conditions for the introduction into clinical practice of a new model of medical care—personalized medicine, based on the choice of
methods of diagnosis and treatment with account for the individual characteristics of the course of the disease, as well as the patient’s lifestyle. Personalized medicine technologies, which involve the creation of an
appropriate, often expensive, infrastructure of omics technologies, should ultimately lead to an increase
in the efficiency, quality, and, most importantly, safety of medical care. In the Russian Federation, this area
is actively developing in four world-class research centers, including the Almazov National Medical Research
Center. The current state and prospects of research in the field of personalized medicine are discussed in this
article, prepared by the author on the basis of his scientific report at a meeting of the Presidium of the Russian
Academy of Sciences.
Keywords: personalized medicine, biomedicine, biomarkers, omics technologies, world-class research center
DOI: 10.1134/S1019331622060041
Since the beginning of the 21st century, biomedicine has developed rapidly, accumulating the achievements of basic sciences in the field of medical research
and focusing on their use in real clinical practice. Life
sciences have been included in the development programs of the world’s leading universities and have
become their main driving force. Research in the field
of mathematics, physics, chemistry, and biology has
opened up the possibility of deep penetration into the
intimate mechanisms of the occurrence of the most
significant human diseases: oncological, cardiovascular, and many hereditary. Genetic technologies are
being developed intensively, which made it possible to
identify the genetic causes of almost any pathology
and determine the sequence of the entire human
genome. Based on these data, gene therapy began to
be used in clinical practice, including genome editing
technologies, which made it possible to select methods individually for the treatment of severe hereditary
diseases [1].
Based on the achievements of synthetic biology,
genomics, proteomics, metabolomics, bioinformatics,
# RAS Academician Evgenii Vladimirovich Shlyakhto is Director
General of the Almazov National Medical Research Center of
the Ministry of Health of the Russian Federation.
and other related disciplines, a new model of medical
care is being formed—personalized medicine, which
involves the choice of optimal diagnostic, therapeutic,
and preventive approaches for a particular patient,
taking into account his/her specific biomarkers
(including genetic ones), which help the doctor determine which treatment method is most effective. Personalized medicine is often called precision medicine
due to its focus on identifying key factors in the development of the disease (thanks to biomarkers; molecular pathways of pathology; and genomics, proteomics,
and metabolomics data), as well as considering the
patient’s lifestyle and environmental factors. Since it
may be difficult to individualize treatment fully,
including for economic reasons, precision medicine
uses unique (“point”) protocols designed for stratified
patient groups. It should be emphasized that these two
concepts—personalized medicine and precision medicine—although not identical, are still very close in
essence due to their common focus on the most
important components of medical care for the patient,
including:
• risk assessment (genetic testing of predisposition
to diseases),
• prevention (intervention to prevent disease),
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• detection (early detection of diseases at the molecular level),
• diagnostics (accurate diagnostics allows to individualize the treatment strategy),
• treatment (improvement of outcomes due to
more accurate targets of exposure and prevention of
the side effects of therapy),
• observation (active monitoring of response to
therapy and a marker of disease progression).
This is not to say that a personalized (individual)
approach is something completely new for clinicians.
Earlier, certain morphofunctional parameters were
used for this, reflecting the level of development of
medical science and practice corresponding to the
time. It is safe to say that the principle of treating the
patient and not the disease has been known and widely
used since ancient times. However, “an integrated,
coordinated, and individualized approach to analyzing the occurrence and course of diseases for each
patient,” considering environmental factors and the
lifestyle of each person, including “the development
of personalized treatments based on genomics, testing
for disease susceptibility, prevention, combining diagnostics with treatment and treatment monitoring” [2,
p. 4], began to form precisely from the beginning of
the current century.
It took decades to move from the dominance of the
concept of evidence-based medicine, in which the
treatment of the patient was based mainly on data from
randomized clinical trials calculated for the average
patient to a healthcare model based on personalized
care. It is this approach that makes it possible to detect
quickly the targets for the effects of drugs and thereby
achieve not only the best effect but also reduce the risk
of developing adverse events due to the selection of the
optimal drug dose. Finally, the possibility of making a
more accurate and faster diagnosis, even when using
expensive diagnostic technologies, will lead to significant savings in health care resources. Not to mention
a significant reduction in mortality, especially among
patients with oncological, neurological, cardiovascular, and other socially significant diseases. It can be
assumed that personalized medicine will become a
strong factor in shifting the focus from the treatment
of diseases to their prevention. Faster patient access to
information and better medical care will make it possible if not to pr (...truncated)