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1.
J Appl Lab Med ; 7(5): 1025-1036, 2022 09 01.
Article in English | MEDLINE | ID: mdl-35723286

ABSTRACT

BACKGROUND: To support the implementation of high-throughput pipelines suitable for SARS-CoV-2 sequencing and analysis in a clinical laboratory, we developed an automated sample preparation and analysis workflow. METHODS: We used the established ARTIC protocol with approximately 400 bp amplicons sequenced on Oxford Nanopore's MinION. Sequences were analyzed using Nextclade, assigning both a clade and quality score to each sample. RESULTS: A total of 2179 samples on twenty-five 96-well plates were sequenced. Plates of purified RNA were processed within 12 h, sequencing required up to 24 h, and analysis of each pooled plate required 1 h. The use of samples with known threshold cycle (Ct) values enabled normalization, acted as a quality control check, and revealed a strong correlation between sample Ct values and successful analysis, with 85% of samples with Ct < 30 achieving a "good" Nextclade score. Less abundant samples responded to enrichment with the fraction of Ct > 30 samples achieving a "good" classification rising by 60% after addition of a post-ARTIC PCR normalization. Serial dilutions of 3 variant of concern samples, diluted from approximately Ct = 16 to approximately Ct = 50, demonstrated successful sequencing to Ct = 37. The sample set contained a median of 24 mutations per sample and a total of 1281 unique mutations with reduced sequence read coverage noted in some regions of some samples. A total of 10 separate strains were observed in the sample set, including 3 variants of concern prevalent in British Columbia in the spring of 2021. CONCLUSIONS: We demonstrated a robust automated sequencing pipeline that takes advantage of input Ct values to improve reliability.


Subject(s)
COVID-19 , Nanopore Sequencing , Nanopores , COVID-19/diagnosis , COVID-19/epidemiology , Humans , Reproducibility of Results , SARS-CoV-2/genetics
2.
Genes (Basel) ; 10(7)2019 06 26.
Article in English | MEDLINE | ID: mdl-31248052

ABSTRACT

The Steller sea lion is the largest member of the Otariidae family and is found in the coastal waters of the northern Pacific Rim. Here, we present the Steller sea lion genome, determined through DNA sequencing approaches that utilized microfluidic partitioning library construction, as well as nanopore technologies. These methods constructed a highly contiguous assembly with a scaffold N50 length of over 14 megabases, a contig N50 length of over 242 kilobases and a total length of 2.404 gigabases. As a measure of completeness, 95.1% of 4104 highly conserved mammalian genes were found to be complete within the assembly. Further annotation identified 19,668 protein coding genes. The assembled genome sequence and underlying sequence data can be found at the National Center for Biotechnology Information (NCBI) under the BioProject accession number PRJNA475770.


Subject(s)
Genome , Sea Lions/genetics , Animals , Genomic Library , Microfluidics/methods , Nanopores , Whole Genome Sequencing
3.
Genes (Basel) ; 9(12)2018 Nov 30.
Article in English | MEDLINE | ID: mdl-30513700

ABSTRACT

The grizzly bear (Ursus arctos ssp. horribilis) represents the largest population of brown bears in North America. Its genome was sequenced using a microfluidic partitioning library construction technique, and these data were supplemented with sequencing from a nanopore-based long read platform. The final assembly was 2.33 Gb with a scaffold N50 of 36.7 Mb, and the genome is of comparable size to that of its close relative the polar bear (2.30 Gb). An analysis using 4104 highly conserved mammalian genes indicated that 96.1% were found to be complete within the assembly. An automated annotation of the genome identified 19,848 protein coding genes. Our study shows that the combination of the two sequencing modalities that we used is sufficient for the construction of highly contiguous reference quality mammalian genomes. The assembled genome sequence and the supporting raw sequence reads are available from the NCBI (National Center for Biotechnology Information) under the bioproject identifier PRJNA493656, and the assembly described in this paper is version QXTK01000000.

4.
Nat Genet ; 49(5): 780-788, 2017 May.
Article in English | MEDLINE | ID: mdl-28394352

ABSTRACT

Spatial heterogeneity of transcriptional and genetic markers between physically isolated biopsies of a single tumor poses major barriers to the identification of biomarkers and the development of targeted therapies that will be effective against the entire tumor. We analyzed the spatial heterogeneity of multiregional biopsies from 35 patients, using a combination of transcriptomic and genomic profiles. Medulloblastomas (MBs), but not high-grade gliomas (HGGs), demonstrated spatially homogeneous transcriptomes, which allowed for accurate subgrouping of tumors from a single biopsy. Conversely, somatic mutations that affect genes suitable for targeted therapeutics demonstrated high levels of spatial heterogeneity in MB, malignant glioma, and renal cell carcinoma (RCC). Actionable targets found in a single MB biopsy were seldom clonal across the entire tumor, which brings the efficacy of monotherapies against a single target into question. Clinical trials of targeted therapies for MB should first ensure the spatially ubiquitous nature of the target mutation.


Subject(s)
Cerebellar Neoplasms/genetics , Gene Expression Regulation, Neoplastic , Medulloblastoma/genetics , Transcriptome , Adult , Aged , Aged, 80 and over , Cerebellar Neoplasms/pathology , Child , Child, Preschool , Cluster Analysis , DNA Copy Number Variations , Female , Gene Expression Profiling/methods , Genetic Heterogeneity , Genome-Wide Association Study , Humans , INDEL Mutation , Male , Medulloblastoma/pathology , Middle Aged , Mutation , Polymorphism, Single Nucleotide , Principal Component Analysis , Reverse Transcriptase Polymerase Chain Reaction
5.
Nature ; 529(7586): 351-7, 2016 Jan 21.
Article in English | MEDLINE | ID: mdl-26760213

ABSTRACT

The development of targeted anti-cancer therapies through the study of cancer genomes is intended to increase survival rates and decrease treatment-related toxicity. We treated a transposon-driven, functional genomic mouse model of medulloblastoma with 'humanized' in vivo therapy (microneurosurgical tumour resection followed by multi-fractionated, image-guided radiotherapy). Genetic events in recurrent murine medulloblastoma exhibit a very poor overlap with those in matched murine diagnostic samples (<5%). Whole-genome sequencing of 33 pairs of human diagnostic and post-therapy medulloblastomas demonstrated substantial genetic divergence of the dominant clone after therapy (<12% diagnostic events were retained at recurrence). In both mice and humans, the dominant clone at recurrence arose through clonal selection of a pre-existing minor clone present at diagnosis. Targeted therapy is unlikely to be effective in the absence of the target, therefore our results offer a simple, proximal, and remediable explanation for the failure of prior clinical trials of targeted therapy.


Subject(s)
Cerebellar Neoplasms/therapy , Clone Cells/drug effects , Clone Cells/metabolism , Medulloblastoma/therapy , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/pathology , Selection, Genetic/drug effects , Animals , Cerebellar Neoplasms/genetics , Cerebellar Neoplasms/pathology , Cerebellar Neoplasms/radiotherapy , Cerebellar Neoplasms/surgery , Clone Cells/pathology , Craniospinal Irradiation , DNA Mutational Analysis , Disease Models, Animal , Drosophila melanogaster/cytology , Drosophila melanogaster/genetics , Female , Genome, Human/genetics , Humans , Male , Medulloblastoma/genetics , Medulloblastoma/pathology , Medulloblastoma/radiotherapy , Medulloblastoma/surgery , Mice , Molecular Targeted Therapy/methods , Neoplasm Recurrence, Local/therapy , Radiotherapy, Image-Guided , Signal Transduction , Xenograft Model Antitumor Assays
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