Recurrent localized hypermutation (Kataegis) in pediatric cancer.
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Master Thesis
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Abstract
Kataegis is a pattern of localized hypermutation commonly defined as six or more mutations with an
average inter-mutational distance of less than 1000 base pairs. The current consensus is that the
APOBEC family of cytidine deaminases, which includes AID (Activation-induced cytidine
deaminase), is usually responsible for the formation of kataegis. Kataegis is known to occur in
roughly 60.5% of adult cancers, but in pediatric cancers, the prevalence of kataegis is currently not
known. Here, we used whole-genome sequencing data from 1321 pediatric cancer patients to detect
and quantify kataegis in pediatric cancer in the Netherlands. We found that kataegis is recurrent
within specific genomic regions by subdividing the genome into bins of equal size and quantifying the
number of patients with at least one kataegis event. This pattern of localized recurrent kataegis was
named “metakataegis”. In the pediatric cancer cohort, two types of metakataegis peaks were
observed. Six peaks were identified with only kataegis in lymphomas. Kataegis within these peaks
can be attributed to the physiological process of somatic hypermutation in B-cells and its off-target
effects in tumors. Furthermore, four metakataegis peaks not specific to lymphomas were observed.
Kataegis detected here is likely the cause of technical variations and not indicative of any biological
mechanism. To identify the underlying biological mechanism, the mutations within the kataegis foci
of each metakataegis peak were extracted. These mutations were then compared against known
mutational signatures previously observed within cancer. The metakataegis peaks present exclusively
in lymphoma’s matched against signatures attributed to somatic hypermutation. In contrast, the
remaining non-lymphoma peaks mostly matched against the “catch-all” signatures.
Keywords
Kataegis, pedatric cancer, hypermutation, somatic hypermutation, SHM, AID, APOBEC, metakataegis, cancer, localized hypermutation