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Are radiosensitive and regular response cells homogeneous in their correlations between copy number state and surviving fraction after irradiation?

  • King Faisal Specialist Hospital and Research Centre

Wyniki badań: Rozdział w książce/raport/materiał konferencyjnyWkład w konferencjęrecenzja

Abstrakt

Biomarkers of radiosensitivity are currently a widespread research interest due to a demand for a sufficient method of prediction of cell response to ionizing radiation. Copy Number State (CNS) alterations may significantly influence individual radiosensitivity. However, their possible impact has not been entirely investigated yet. The purpose of this research was to select markers for which CNS change is significantly associated with the surviving fraction after irradiation with 2 Gy dose (SF2), which is a commonly used measure of cellular radiosensitivity. Moreover, a new strategy of combining qualitative and quantitative approaches is proposed as the identification of potential biomarkers is based not only on the overall SF2 and CNS correlation, but also on differences of it between radiosensitive and regular response cell strains. Four patterns of association are considered and functional analysis and Gene Ontology enrichment analysis of obtained sets of genomic positions are performed. Proposed strategy provides a comprehensive insight into the strength and direction of association between CNS and cellular radiosensitivity. Obtained results suggest that commonly used approach of group comparison based on testing two samples against each other is not sufficient in terms of radiosensitivity since this is not a discrete variable and division into sensitive, normal and resistant individuals is always stipulated.

Język oryginałuangielski
Tytuł publikacji goszczącejBioinformatics and Biomedical Engineering - 6th International Work-Conference, IWBBIO 2018, Proceedings
RedaktorzyIgnacio Rojas, Francisco Ortuno
WydawcaSpringer Verlag
Strony197-208
Liczba stron12
ISBN (drukowany)9783319787220
Identyfikatory DOI
Status publikacjiOpublikowano - 2018
Wydarzenie6th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2018 - Granada, Hiszpania
Czas trwania: 25 kwi 201827 kwi 2018

Seria publikacji

NazwaLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Tom10813 LNBI
ISSN (drukowany)0302-9743
ISSN (elektroniczny)1611-3349

Konferencja

Konferencja6th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2018
Kraj/TerytoriumHiszpania
MiejscowośćGranada
Okres25/04/1827/04/18

Obszary tematyczne ASJC Scopus

  • Informatyka teoretyczna
  • Informatyka ogólna

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