Personalized management of prostate cancer : from molecular and imaging markers to radiogenomics

2022
journal article
article
4
dc.abstract.enPurpose: Prostate cancer (PCa) is the second most common cancer in men. The urge to guide treatment tactics based on personal clinical risk factors has evolved in the era of human genome sequencing. To date, personalized approaches to managing PCa patients have not yet been developed. Radiogenomics is a relatively new term, used to refer to the study of genetic variation associated with imaging features of the tumour in order to improve the prognostication of the disease course. Material and methods: The study is a review of recent knowledge regarding potential clinical applications of radiogenomics in personalized treatment of PCa. Results: Recent investigations have proven that by combining data on individual genetic tumour features, and radiomic profiling (radiologic-molecular correlation), with traditional staging procedures in order to personalize treatment of PCa, an improved prognostication of PCa course can be performed, and overtreatment of indolent cancer can be avoided. It was found that a combination of multiparametric MRI and gene expression data allowed the detection of radiomic features of PCa, which correlated with a number of gene signatures associated with adverse outcomes. It was revealed that several molecular markers may drive tumour upstaging, allowed the distinction between the PCa stages, and correlated with aggressiveness-related radiomic features. Conclusions: The radiogenomics of PCa is not a comprehensively investigated area of oncourology. The combination of genomics and radiomics as integrative parts of precision medicine in the future has the potential to become the foundation for a personalized approach to the management of PCa.pl
dc.contributor.authorMytsyk, Yulianpl
dc.contributor.authorBorzhiyevs'kyy, Andriypl
dc.contributor.authorKobilnyk, Yuriypl
dc.contributor.authorShulyak, A. V.pl
dc.contributor.authorDutka, Ihorpl
dc.contributor.authorBorzhiyevs'kyy, Oleksandrpl
dc.contributor.authorGórecki, Andrzejpl
dc.date.accessioned2022-03-29T07:58:49Z
dc.date.available2022-03-29T07:58:49Z
dc.date.issued2022pl
dc.date.openaccess0
dc.description.accesstimew momencie opublikowania
dc.description.additionalBibliogr. s. e61-e62pl
dc.description.physicale58-e62pl
dc.description.versionostateczna wersja wydawcy
dc.description.volume87pl
dc.identifier.doi10.5114/pjr.2022.113204pl
dc.identifier.eissn1899-0967pl
dc.identifier.issn1733-134Xpl
dc.identifier.urihttps://ruj.uj.edu.pl/xmlui/handle/item/289561
dc.languageengpl
dc.language.containerengpl
dc.rightsUdzielam licencji. Uznanie autorstwa - Użycie niekomercyjne - Bez utworów zależnych 4.0 Międzynarodowa*
dc.rights.licenceCC-BY-NC-ND
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/legalcode.pl*
dc.share.typeotwarte czasopismo
dc.subject.enprostate cancerpl
dc.subject.entumour markerspl
dc.subject.enmicro-RNApl
dc.subject.enpersonalized treatmentpl
dc.subject.enradiogenomicspl
dc.subject.enmultiparametric MRIpl
dc.subtypeArticlepl
dc.titlePersonalized management of prostate cancer : from molecular and imaging markers to radiogenomicspl
dc.title.journalPolish Journal of Radiologypl
dc.typeJournalArticlepl
dspace.entity.typePublication
dc.abstract.enpl
Purpose: Prostate cancer (PCa) is the second most common cancer in men. The urge to guide treatment tactics based on personal clinical risk factors has evolved in the era of human genome sequencing. To date, personalized approaches to managing PCa patients have not yet been developed. Radiogenomics is a relatively new term, used to refer to the study of genetic variation associated with imaging features of the tumour in order to improve the prognostication of the disease course. Material and methods: The study is a review of recent knowledge regarding potential clinical applications of radiogenomics in personalized treatment of PCa. Results: Recent investigations have proven that by combining data on individual genetic tumour features, and radiomic profiling (radiologic-molecular correlation), with traditional staging procedures in order to personalize treatment of PCa, an improved prognostication of PCa course can be performed, and overtreatment of indolent cancer can be avoided. It was found that a combination of multiparametric MRI and gene expression data allowed the detection of radiomic features of PCa, which correlated with a number of gene signatures associated with adverse outcomes. It was revealed that several molecular markers may drive tumour upstaging, allowed the distinction between the PCa stages, and correlated with aggressiveness-related radiomic features. Conclusions: The radiogenomics of PCa is not a comprehensively investigated area of oncourology. The combination of genomics and radiomics as integrative parts of precision medicine in the future has the potential to become the foundation for a personalized approach to the management of PCa.
dc.contributor.authorpl
Mytsyk, Yulian
dc.contributor.authorpl
Borzhiyevs'kyy, Andriy
dc.contributor.authorpl
Kobilnyk, Yuriy
dc.contributor.authorpl
Shulyak, A. V.
dc.contributor.authorpl
Dutka, Ihor
dc.contributor.authorpl
Borzhiyevs'kyy, Oleksandr
dc.contributor.authorpl
Górecki, Andrzej
dc.date.accessioned
2022-03-29T07:58:49Z
dc.date.available
2022-03-29T07:58:49Z
dc.date.issuedpl
2022
dc.date.openaccess
0
dc.description.accesstime
w momencie opublikowania
dc.description.additionalpl
Bibliogr. s. e61-e62
dc.description.physicalpl
e58-e62
dc.description.version
ostateczna wersja wydawcy
dc.description.volumepl
87
dc.identifier.doipl
10.5114/pjr.2022.113204
dc.identifier.eissnpl
1899-0967
dc.identifier.issnpl
1733-134X
dc.identifier.uri
https://ruj.uj.edu.pl/xmlui/handle/item/289561
dc.languagepl
eng
dc.language.containerpl
eng
dc.rights*
Udzielam licencji. Uznanie autorstwa - Użycie niekomercyjne - Bez utworów zależnych 4.0 Międzynarodowa
dc.rights.licence
CC-BY-NC-ND
dc.rights.uri*
http://creativecommons.org/licenses/by-nc-nd/4.0/legalcode.pl
dc.share.type
otwarte czasopismo
dc.subject.enpl
prostate cancer
dc.subject.enpl
tumour markers
dc.subject.enpl
micro-RNA
dc.subject.enpl
personalized treatment
dc.subject.enpl
radiogenomics
dc.subject.enpl
multiparametric MRI
dc.subtypepl
Article
dc.titlepl
Personalized management of prostate cancer : from molecular and imaging markers to radiogenomics
dc.title.journalpl
Polish Journal of Radiology
dc.typepl
JournalArticle
dspace.entity.type
Publication
Affiliations

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