This thesis addresses the repair of DNA double-strand breaks (DSBs) that arise in different contexts, both artificially inflicted DNA damage and spontaneously arising breaks. We have found that the... Show moreThis thesis addresses the repair of DNA double-strand breaks (DSBs) that arise in different contexts, both artificially inflicted DNA damage and spontaneously arising breaks. We have found that the (mutational) repair outcome of a DSB depends on the context in which it occurs. When cells are not replicating, DSBs are repaired via non-homologous end-joining (NHEJ). NHEJ efficiency can be affected by defective RNA processing. In replicating cells, the preferable mechanism for DSB repair is homologous recombination (HR). When canonical HR cannot be executed, because the repair template is not available (at G4-induced breaks, for example) or when not all HR factors are present (in BRCA1 deficient situations), alternative annealing is needed. This is carried out via polymerase theta-mediated end-joining (TMEJ), or when homologous nucleotides are available, via HELQ-1 mediated annealing of these homologous stretches. Finally, we have found that large tandem duplications can arise when break ends cannot anneal properly after the extension step in HR. Show less
Pharmacogenomics (PGx) is widely recognized as an important aspect in personalizedMedicine. By analyzing and interpreting one’s genetic profile dose and drug adjustmentscan be made. In this way,... Show morePharmacogenomics (PGx) is widely recognized as an important aspect in personalizedMedicine. By analyzing and interpreting one’s genetic profile dose and drug adjustmentscan be made. In this way, one can strive to improve the safety and efficacy of drugtreatments. Nonetheless, not all genetic variability in drug response can be explained withcurrent PGx. In this thesis we explore the role of additional genetic factors which can explain this missing heritability. Firstly, rare and novel variants which are unaccounted for in routine PGx panels might play a role. Secondly, the complexity of pharmacogenes can result in an inability tounravel the genetic make-up of these genes. Thirdly, haplotype phasing is generally nottaken into account in PGx. Fourthly, all genetic variants are currently summarized intoone of four metabolic categories: poor metabolizers (PM), intermediate metabolizers(IM), normal metabolizers (NM) (previously EM) and ultra-rapid metabolizers (UM).However, enzyme activity is not a matter of ‘on’ or ‘off ’, but is more of a continuous scale.Finally, the effect of a genetic variant on drug metabolism shows substrate specific effects.This substrate specificity can result in erroneous extrapolation of variant effects to theentire range of substrates. The development of novel technologies to determine one’sgenetic make-up is evolving rapidly, thereby providing opportunities for the field of PGxto address these issues. In this thesis we show that by using long-read sequencing or trio-based sequencing more information can be obtained which can lead to a better understanding of the (rare) variants and can help with haplotype phasing. Moreover, we have shown that by combining long-read sequencing with artificial intelligence a substantial increase in explained variability can be achieved. Show less