Prognostic Multifactorial System Predicting Risk of Metastasis in Uveal Melanoma
pdf (Русский)

Keywords

ocular oncology
uveal melanoma
metastasis
prognosis

How to Cite

Yarovaya, V. A., Levashov, I., & Yarovoy, A. (2024). Prognostic Multifactorial System Predicting Risk of Metastasis in Uveal Melanoma. Voprosy Onkologii, 70(4), 669–676. https://doi.org/10.37469/0507-3758-2024-70-4-669-676

Abstract

Introduction. Predicting the course of uveal melanoma (UM) involves the analysis of clinical, morphological and genetic features of the tumor, which are numerous and heterogeneous in nature. The lack of a unified prognostic approach makes it difficult to stratify the risk of UM metastasis both in clinical practice and in informing patients about the prognosis of the disease, making the development of our own prognostic system a priority.

Aim. To develop a complex system for personalized prognosis of the risk of UM metastasis, taking into account clinical, morphological and molecular genetic factors.

Materials and Methods. 202 UM patients were selected for the study. Enucleation was performed as primary treatment in 57 % of cases (n = 115) and radiotherapy in 43 % of cases (n = 83). In eye-sparing treatment, tumor material for cytological and molecular genetic studies was obtained by fine-needle aspiration biopsy (FNAB). Key clinical (tumor size and localization, sex and age), morphological (cell type and ciliary body involvement) and molecular genetic (mutations in EIF1AX, SF3B1, PPARG, MYC genes) factors were assessed.

Results. The mean follow-up was 42 months (median 35, min 1, max 182). There were 78 cases of metastatic melanoma (39 %) during this period. The following factors were identified as statistically significant (p < 0.01) predictors of UM metastasis: tumor size, localization and cell type, mutations in the EIF1AX, PPARG and MYC genes.

Conclusion. The developed multifactor prognostic system for predicting the risk of UM metastasis taking into account key prognostic factors allowed us to stratify the risk of metastasis by scores and to identify three significantly different (p < 0.01) prognosis categories: ‘unfavorable’, ‘average’ and ‘favorable’. The system needs to be validated on data from other UM patients.

https://doi.org/10.37469/0507-3758-2024-70-4-669-676
pdf (Русский)

References

Yang J., Manson D.K., Marr B.P., et al. Treatment of uveal melanoma: where are we now? Ther Adv Med Oncol. 2018; 10: 175883401875717.-DOI: https://doi.org/10.1177/1758834018757175.

Kaliki S., Shields C., Shields J. Uveal melanoma: Estimating prognosis. Indian J Ophthalmol. 2015; 63(2): 93.-DOI: https://doi.org/10.4103/0301-4738.154367.

Singh A.D., Turell M.E., Topham A.K. Uveal Melanoma: trends in incidence, treatment, and survival. Ophthalmology. 2011; 118(9): 1881-1885.-DOI: https://doi.org/10.1016/j.ophtha.2011.01.040.

Яровая В.А., Яровой А.А., Зарецкий А.Р., et al. Молекулярно-генетический анализ увеальной меланомы при органосохраняющем лечении. Практическая медицина. 2018; 114(3): 213-216. URL: https://cyberleninka.ru/article/n/molekulyarno-geneticheskiy-analiz-uvealnoy-melanomy-pri-organosohranyayuschem-lechenii. [Yarovaya V.A., Yarovoy A.A., Zaretsky A.R., Molecular genetic testing of uveal melanoma in eye saving treatment. Practical Medicine. 22018; 114(3): 213-216. URL: https://cyberleninka.ru/article/n/molekulyarno-geneticheskiy-analiz-uvealnoy-melanomy-pri-organosohranyayuschem-lechenii. (In Rus)].

Саакян С.В., Амирян А.Г., Цыганков А.Ю., et al. Клинические, патоморфологические и молекулярно-генетические особенности увеальной меланомы с высоким риском метастазирования. Российский офтальмологический журнал. 2015; 8(2): 47-52. URL: https://cyberleninka.ru/article/n/rol-patomorfologicheskih-i-molekulyarno-geneticheskih-faktorov-v-razvitii-ekstrabulbarnogo-rosta-uvealnoy-melanomy. [Saakyan S.V., Amiryan A.G., Tsygankov A.Yu., et al. Clinical, pathomorphological and molecular genetic aspects of uveal melanoma with high metastatic risk. Russian Ophthalmological Journal. 2015; 8(2): 47-52. URL: https://cyberleninka.ru/article/n/rol-patomorfologicheskih-i-molekulyarno-geneticheskih-faktorov-v-razvitii-ekstrabulbarnogo-rosta-uvealnoy-melanomy. (In Rus)].

Hoiom V., Helgadottir H. The genetics of uveal melanoma: current insights. Appl Clin Genet. 2016; Volume 9: 147-155.-DOI: https://doi.org/10.2147/TACG.S69210.

Jager M.J., Shields C.L., Cebulla C.M., et al. Uveal melanoma. Nat Rev Dis Primers. 2020; 6(1).-DOI: https://doi.org/10.1038/s41572-020-0158-0.

Olopade O.I., Pichert G. Cancer genetics in oncology practice. Ann Oncol. 2001; 12(7): 895-908.-DOI: https://doi.org/10.1023/A:1011176107455.

Chattopadhyay C., Kim D.W., Gombos D.S., et al. Uveal melanoma: From diagnosis to treatment and the science in between. Cancer. 2016; 122(15): 2299-2312.-DOI: https://doi.org/10.1002/cncr.29727.

Зарецкий А.Р., Яровая В.А., Чудакова Л.В., et al. Опыт молекулярного тестирования увеальной меланомы I–III стадии при консервативном и хирургическом лечении. Вопросы онкологии. 2018; 5: 625-632.-DOI: https://doi.org/10.37469/0507-3758-2018-64-5-625-632. [Zaretsky A.R., Yarovaya V.A., Chudakova L.V, et al. Molecular testing of stage I–III uveal melanoma in the context of conservative or surgical treatment: our experience. Voprosy Onkologii = Problems in Oncology. 2018; 5: 625-632.-DOI: https://doi.org/10.37469/0507-3758-2018-64-5-625-632. (In Rus)].

Gill H.S., Char D.H. Uveal melanoma prognostication: from lesion size and cell type to molecular class. Can J Ophthalmol. 2012; 47(3): 246-253.-DOI: https://doi.org/10.1016/j.jcjo.2012.03.038.

Singh A.D., Zabor E.C., Radivoyevitch T. Estimating cured fractions of uveal melanoma. JAMA Ophthalmol. 2021; 139(2).-DOI: https://doi.org/10.1001/jamaophthalmol.2020.5720.

Shields C.L., Kaliki S., Furuta M., et al. American joint committee on cancer classification of posterior uveal melanoma (tumor size category) predicts prognosis in 7731 patients. Ophthalmology. 2013; 120(10): 2066-2071.-DOI: https://doi.org/10.1016/j.ophtha.2013.03.012.

Eleuteri A., Damato B., Coupland S.E., et al. Enhancing survival prognostication in patients with choroidal melanoma by integrating pathologic, clinical and genetic predictors of metastasis. Int J Biomed Eng Technol. 2012; 8(1): 18.-DOI: https://doi.org/10.1504/IJBET.2012.045355.

DeParis S.W., Taktak A., Eleuteri A., et al. External validation of the Liverpool uveal melanoma prognosticator online. IOVS. 2016; 57(14): 6116.-DOI: https://doi.org/10.1167/iovs.16-19654.

Cunha Rola A., Taktak A., Eleuteri A., et al. Multicenter external validation of the Liverpool uveal melanoma prognosticator online: an OOG collaborative study. Cancers (Basel). 2020; 12(2): 477.-DOI: https://doi.org/10.3390/cancers12020477.

Souri Z., Wierenga A.P.A., van Weeghel C., et al. Loss of BAP1 is associated with upregulation of the NFkB pathway and increased HLA class I expression in uveal melanoma. Cancers (Basel). 2019; 11(8): 1102.-DOI: https://doi.org/10.3390/cancers11081102.

Chana J.S., Cree I.A., Foss A.J.E., et al. The prognostic significance of c-myc oncogene expression in uveal melanoma. Melanoma Res. 1998; 8(2): 139-144.-DOI: https://doi.org/10.1097/00008390-199804000-00006.

Parrella P., Caballero O.L., Sidransky D., Merbs S.L. Detection of c-myc amplification in uveal melanoma by fluorescent in situ hybridization. Invest Ophthalmol Vis Sci. 2001; 42(8): 1679-1684. URL: http://www.ncbi.nlm.nih.gov/pubmed/11431428.

Яровая В.А., Яровой А.А., Чудакова Л.В., и др. Комплексный анализ прогностической значимости аберраций хромосомы 8 у пациентов с увеальной меланомой. Успехи молекулярной онкологии. 2022; 9(1): 57-63.-DOI: https://doi.org/10.17650/2313-805X-2022-9-1-57-63. [Yarovaya V.A., Yarovoy A.A., Chudakova L.V., Levashov I.A., Zaretskiy A.R. Comprehensive analysis of chromosome 8 abnormalities and its prognostic value in patients with uveal melanoma. Advances in Molecular Oncology. 2022; 9(1): 57-63.-DOI: https://doi.org/10.17650/2313-805X-2022-9-1-57-63. (In Rus)].

Яровая В.А., Шацких А.В., Зарецкий А.Р., et al. Прогностическое значение клеточного типа увеальной меланомы. Архив патологии. 2021; 83(4): 14.-DOI: https://doi.org/10.17116/patol20218304114. [Yarovaya V.A., Shatskikh A.V., Zaretsky A.R., et al. The prognostic value of uveal melanoma cell type. Russian Journal of Archive of Pathology. 2021; 83(4): 14‑21. (In Rus)].

Decatur C.L., Ong E., Garg N., et al. Driver mutations in uveal melanoma. JAMA Ophthalmol. 2016; 134(7): 728.-DOI: https://doi.org/10.1001/jamaophthalmol.2016.0903.

Abd ElHafeez S., D’Arrigo G., Leonardis D., et al. Methods to analyze time-to-event data: the Cox regression analysis. Ed. by Georgakilas A. Oxid Med Cell Longev. 2021; 2021: 1-6.-DOI: https://doi.org/10.1155/2021/1302811.

Schmittel A., Bechrakis N.E., Martus P., et al. Independent prognostic factors for distant metastases and survival in patients with primary uveal melanoma. Eur J Cancer. 2004; 40(16): 2389-2395.-DOI: https://doi.org/10.1016/j.ejca.2004.06.028.

Seregard S., Kock E. Prognostic indicators following enucleation for posterior uveal melanoma. Acta Ophthalmol Scand. 2009; 73(4): 340-344.-DOI: https://doi.org/10.1111/j.1600-0420.1995.tb00039.x.

Gambrelle J., Grange J.D., Devouassoux Shisheboran M., et al. Survival after primary enucleation for choroidal melanoma: changes induced by the introduction of conservative therapies. Graefe’s Graefes Arch Clin Exp Ophthalmol. 2007; 245(5): 657-663.-DOI: https://doi.org/10.1007/s00417-006-0477-1.

Shields C.L., Say E.A.T., Hasanreisoglu M., et al. Personalized prognosis of uveal melanoma based on cytogenetic profile in 1059 patients over an 8-year period. Ophthalmology. 2017; 124(10): 1523-1531.-DOI: https://doi.org/10.1016/j.ophtha.2017.04.003.

de Lange M.J., Nell R.J., van der Velden P.A. Scientific and clinical implications of genetic and cellular heterogeneity in uveal melanoma. Molecular Biomedicine. 2021; 2(1): 25.-DOI: https://doi.org/10.1186/s43556-021-00048-x.

Miller A.K., Benage M.J., Wilson D.J., et al. Uveal melanoma with histopathologic intratumoral heterogeneity associated with gene expression profile discordance. Ocul Oncol Pathol. 2017; 3(2): 156-160.-DOI: https://doi.org/10.1159/000453616.

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

© АННМО «Вопросы онкологии», Copyright (c) 2024