Biology subjects

Kater-Baats, E.

Publications and source records attributed to Kater-Baats, E..

3 recordsLinked to original sources

bioRxiv2024

Optical genome mapping enables accurate repeat expansion testing

Short tandem repeats (STRs) are amongst the most abundant class of variations in human genomes and are meiotically and mitotically unstable which leads to expansions and contractions. STR expansions are frequently associated with genetic disorders, with the size of expansions often correlating with the severity and age of onset. Therefore, being able to accurately detect the total repeat expansion length and to identify potential somatic repeat instability is important. Current standard of care (SOC) diagnostic assays include laborious repeat-primed PCR-based tests as well as Southern blotting, which are unable to precisely determine long repeat expansions and/or require a separate set-up for each locus. Sequencing-based assays have proven their potential for the genome-wide detection of repeat expansions but have not yet replaced these diagnostic assays due to their inaccuracy to detect long repeat expansions (short-read sequencing) and their costs (long-read sequencing). Here, we tested whether optical genome mapping (OGM) can efficiently and accurately identify the STR length and assess the stability of known repeat expansions. We performed OGM for 85 samples with known clinically relevant repeat expansions in DMPK, CNBP and RFC1, causing myotonic dystrophy type 1 and 2 and cerebellar ataxia, neuropathy and vestibular areflexia syndrome (CANVAS), respectively. After performing OGM, we applied three different repeat expansion detection workflows, i.e. manual de novo assembly, local guided assembly (local-GA) and molecule distance script of which the latter two were developed as part of this study. The first two workflows estimated the repeat size for each of the two alleles, while the third workflow was used to detect potential somatic instability. The estimated repeat sizes were compared to the repeat sizes reported after the SOC and concordance between the results was determined. All except one known repeat expansions above the pathogenic repeat size threshold were detected by OGM, and allelic differences were distinguishable, either between wildtype and expanded alleles, or two expanded alleles for recessive cases. An apparent strength of OGM over current SOC methods was the more accurate length measurement, especially for very long repeat expansion alleles, with no upper size limit. In addition, OGM enabled the detection of somatic repeat instability, which was detected in 9/30 DMPK, 23/25 CNBP and 4/30 RFC1 samples, leveraging the analysis of intact, native DNA molecules. In conclusion, for tandem repeat expansions larger than [~]300 bp, OGM provides an efficient method to identify exact repeat lengths and somatic repeat instability with high confidence across multiple loci simultaneously, enabling the potential to provide a significantly improved and generic genome-wide assay for repeat expansion disorders.

genomics↗

bioRxiv2020

Next generation cytogenetics: genome-imaging enables comprehensive structural variant detection for 100 constitutional chromosomal aberrations in 85 samples

Chromosomal aberrations and structural variations are a major cause of human genetic diseases. Their detection in clinical routine still relies on standard cytogenetics, karyotyping and CNV-microarrays, in spite of the low resolution of the first one and the inability to detect neither balanced SVs nor to provide the genomic localization or the orientation of duplicated segments, of the latter. We here investigated the clinical utility of high resolution optical mapping by genome imaging for patients carrying known chromosomal aberrations in a context of constitutional conditions. For 85 samples, ultra-high molecular weight gDNA was isolated either from blood or cultured cells. After labeling, DNA was processed and imaged on the Saphyr instrument (Bionano Genomics). A de novo genome assembly was performed followed by SV and CNV calling and annotation. Results were compared to known aberrations from standard-of-care tests (karyotype, FISH and/or CNV-microarray). In total, we analyzed 100 chromosomal aberrations including 7 aneuploidies, 35 translocations, 6 inversions, 2 insertions, 39 copy number variations (20 deletions and 19 duplications), 6 isochromosomes, 1 ring chromosome and 4 complex rearrangements. High resolution optical mapping reached 100% concordance compared to standard assays for all aberrations with non-centromeric breakpoints. Our study demonstrates the ability of high resolution optical mapping to detect almost all types of chromosomal aberrations within the spectrum of karyotype, FISH and CNV-microarray. These results highlight its potential to replace these techniques, and provide a cost-effective and easy-to-use technique that would allow for comprehensive detection of chromosomal aberrations.

genetics↗

bioRxiv2020

Next generation cytogenetics: comprehensive assessment of 48 leukemia genomes by genome imaging

Somatic structural variants are important for cancer development and progression. In a diagnostic set-up, especially for hematological malignancies, the comprehensive analysis of all cytogenetic aberrations in a given sample still requires a combination of techniques, such as karyotyping, fluorescence in situ hybridization and CNV-microarrays. We hypothesize that the combination of these classical approaches could be replaced by high-resolution genome imaging. Bone marrow aspirates or blood samples derived from 48 patients with leukemia, who received a clinical diagnoses of different types of hematological malignancies, were processed for genome imaging with the Bionano Genomics Saphyr system. In all cases cytogenetic abnormalities had previously been identified using standard of care workflows. Based on these diagnostic results, the samples were divided into two categories: simple cases (<5 aberrations, n=37) and complex cases ([≥]5 aberrations or an unspecified marker chromosome, n=11). By imaging the labelled ultra-long gDNA molecules (average N50 >250kb), we generated on average [~]280-fold mapped genome coverage per sample. Chromosomal aberrations were called by Bionano Genomics Rare variant pipeline (RVP) specialized for the detections of somatic variants. Per sample, on average a total of 1,454 high confidence SVs were called, and on average 44 (range: 14-130) of those were rare i.e. not present in the population control database. Importantly, for the simple cases, all clinically reported aberrations with variant allele frequencies higher than 10% were detected by genome imaging. This held true for deletions, insertions, inversions, aneuploidies and translocations. The results for the complex cases were also largely concordant between the standard of care workflow and optical mapping, and in several cases, optical mapping revealed higher complexity than previously known. SV and CNV calls detected by optical mapping were more complete than any other previous single test and likely delivered the most accurate and complete underlying genomic architecture. Even complex chromothripsis structures were resolved. Finally, optical mapping also identified multiple novel events, including balanced translocations that lead to potential novel fusion-genes, opening the potential to discover new prognostic and diagnostic biomarkers. The full concordance with diagnostic standard assays for simple cases and the overall great concordance with (previously likely incompletely understood) complex cases demonstrates the potential to replace classical cytogenetic tests with genome imaging. In addition, this holds the potential to rapidly map new fusion genes and identify novel SVs and CNVs as novel potential leukemia drivers.

genomics↗