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Prognostic significance of AKT/mTOR signaling pathway components, transcription factors, and growth factors in the development of skin melanoma recurrence

https://doi.org/10.37748/2686-9039-2025-6-3-1

EDN: pskoqy

Abstract

Purpose of the study. Was to investigate the prognostic significance of the AKT/mTOR signaling pathway components, transcription, and growth factors in the development of skin melanoma recurrence.

Patients and methods. The study included 48 patients with a verified diagnosis of skin melanoma. All patients had a negative status for the BRAFV600E mutation. The study material consisted of samples of tumor and unchanged skin located at a distance of at least 1 cm from the tumor border, obtained during surgical treatment, which were frozen and stored at a temperature of –80 °C after sampling. Gene expression was assessed by real-time PCR. The status of the BRAF gene was assessed using allele-specific PCR. Statistical processing was carried out using the Statistica 12.0 software package.

Results. Predicting the course of cancer is an important task in practical oncology. The unfavorable outcome of melanomas is largely due to the tendency to relapses and metastasis in both the short and long-term follow-up period. While analyzing the study results, we noted the association of AKT/mTOR signaling pathway components with the development of skin melanoma recurrence and disease progression. It was revealed that the expression level of AKT, c-RAF, GSK‑3β and VEGFR2 is associated with an unfavorable outcome of the disease. A logistic regression model is presented that can accurately predict the risk of recurrence, taking into account the expression of protein kinase mTOR and the size of the tumor (T). The lack of significant indicators related to the biological features of the skin tumor does not allow to increase the effectiveness of treatment of such patients. Therefore, the attention of researchers is focused on finding optimal models for predicting the risk of an unfavorable outcome of the disease.

Conclusion. Molecular markers were identified that make it possible to predict an unfavorable outcome of the disease during the study. A logistic model based on the expression of the key mTOR kinase and the size of the T has been developed, which makes it possible to assess the risk of disease recurrence and change treatment tactics in a timely manner.

About the Authors

V. A. Bogdanova
Siberian State Medical University
Russian Federation

Veronika A. Bogdanova – Laboratory researcher, Assistant at the Biochemistry and Molecular Biology with a course in clinical laboratory diagnostics, Siberian State Medical University, Tomsk, Russian Federation
ORCID: https://orcid.org/0009-0003-8473-4182, SPIN: 8903-4911, AuthorID: 1250988


Competing Interests:

the authors declare that there are no obvious and potential conflicts of interest associated with the publication of this article



L. V. Spirina
Cancer Research Institute – branch of the Federal State Budgetary Scientific Institution "Tomsk National Research Medical Center of the Russian Academy of Sciences"; Siberian State Medical University
Russian Federation

Liudmila V. Spirina – Dr. Sci. (Med.), Leading Researcher at the Laboratory of Tumor Biochemistry, Cancer Research Institute – branch of the Federal State Budgetary Scientific Institution "Tomsk National Research Medical Center of the Russian Academy of Sciences", Tomsk, Russian Federation; Head of the Department of Biochemistry and Molecular Biology with a course in clinical laboratory diagnostics, Siberian State Medical University, Tomsk, Russian Federation

ORCID: https://orcid.org/0000-0002-5269-736X, SPIN: 1336-8363, AuthorID: 441893, ResearcherID: A-7760-2012, Scopus Author ID: 36960462500


Competing Interests:

the authors declare that there are no obvious and potential conflicts of interest associated with the publication of this article



S. Yu. Chizhevskaya
Cancer Research Institute – branch of the Federal State Budgetary Scientific Institution "Tomsk National Research Medical Center of the Russian Academy of Sciences"
Russian Federation

Svetlana Yu. Chizhevskaya – MD, Dr. (Med) Sci., oncologist of the highest category, Leading Researcher at the Department of Head and Neck Tumors, Cancer Research Institute – branch of the Federal State Budgetary Scientific Institution "Tomsk National Research Medical Center of the Russian Academy of Sciences", Tomsk, Russian Federation

ORCID: https://orcid.org/0000-0003-2974-4778, SPIN: 9561-3382, AuthorID: 560288, ResearcherID: C-8960-2012, Scopus Author ID: 23033628800


Competing Interests:

the authors declare that there are no obvious and potential conflicts of interest associated with the publication of this article



I. V. Kovaleva
Siberian State Medical University; Voronezh State Medical University named after N. N. Burdenko
Russian Federation

Irina V. Kovaleva – Cand. Sci. (Med.), Assistant at the Biochemistry and Molecular Biology with a course in clinical laboratory diagnostics Siberian State Medical University, Tomsk, Russian Federation; Assistant Professor of the Department of Clinical and Laboratory Diagnostics, Voronezh State Medical University named after N. N. Burdenko, Voronezh, Russian Federation

ORCID: https://orcid.org/0000-0003-2964-9041, SPIN: 9737-7086, AuthorID: 1076520, ResearcherID: HLQ-0894-2023, Scopus Author ID: 57215197522


Competing Interests:

the authors declare that there are no obvious and potential conflicts of interest associated with the publication of this article



K. V. Nikulnikov
Cancer Research Institute – branch of the Federal State Budgetary Scientific Institution "Tomsk National Research Medical Center of the Russian Academy of Sciences"
Russian Federation

Konstantin V. Nikulnikov – MD, oncologist at the Department of Head and Neck Tumors, Cancer Research Institute – branch of the Federal State Budgetary Scientific Institution "Tomsk National Research Medical Center of the Russian Academy of Sciences", Tomsk, Russian Federation

ORCID: https://orcid.org/0009-0004-7211-7686, SPIN: 5258-7989, AuthorID: 1191435, ResearcherID: LXB-3679-2024


Competing Interests:

the authors declare that there are no obvious and potential conflicts of interest associated with the publication of this article



E. D. Merkulov
Siberian State Medical University
Russian Federation

Evgeny D. Merkulov – Laboratory assistant at the Biochemistry and Molecular Biology with a course in clinical laboratory diagnostics, Siberian State Medical University, Tomsk, Russian Federation

ORCID: https://orcid.org/0000-0002-7082-9389, SPIN: 8716-0505, AuthorID: 1274379, ResearcherID: GPK-8198-2022


Competing Interests:

the authors declare that there are no obvious and potential conflicts of interest associated with the publication of this article



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Review

For citations:


Bogdanova V.A., Spirina L.V., Chizhevskaya S.Yu., Kovaleva I.V., Nikulnikov K.V., Merkulov E.D. Prognostic significance of AKT/mTOR signaling pathway components, transcription factors, and growth factors in the development of skin melanoma recurrence. South Russian Journal of Cancer. 2025;6(3):6-15. https://doi.org/10.37748/2686-9039-2025-6-3-1. EDN: pskoqy

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ISSN 2686-9039 (Online)