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      Molecular etiology of an indolent lymphoproliferative disorder determined by whole-genome sequencing

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          Abstract

          In an attempt to assess potential treatment options, whole-genome and transcriptome sequencing were performed on a patient with an unclassifiable small lymphoproliferative disorder. Variants from genome sequencing were prioritized using a combination of comparative variant distributions in a spectrum of lymphomas, and meta-analyses of gene expression profiling. In this patient, the molecular variants that we believe to be most relevant to the disease presentation most strongly resemble a diffuse large B-cell lymphoma (DLBCL), whereas the gene expression data are most consistent with a low-grade chronic lymphocytic leukemia (CLL). The variant of greatest interest was a predicted NOTCH2-truncating mutation, which has been recently reported in various lymphomas.

          Most cited references23

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          De novo assembly and analysis of RNA-seq data.

          We describe Trans-ABySS, a de novo short-read transcriptome assembly and analysis pipeline that addresses variation in local read densities by assembling read substrings with varying stringencies and then merging the resulting contigs before analysis. Analyzing 7.4 gigabases of 50-base-pair paired-end Illumina reads from an adult mouse liver poly(A) RNA library, we identified known, new and alternative structures in expressed transcripts, and achieved high sensitivity and specificity relative to reference-based assembly methods.
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            Notch2 is preferentially expressed in mature B cells and indispensable for marginal zone B lineage development.

            The Notch genes play a key role in cellular differentiation. The significance of Notch1 during thymocyte development is well characterized, but the function of Notch2 is poorly understood. Here we demonstrate that Notch2 but no other Notch family member is preferentially expressed in mature B cells and that conditionally targeted deletion of Notch2 results in the defect of marginal zone B (MZB) cells and their presumed precursors, CD1d(hi) fraction of type 2 transitional B cells. Among Notch target genes, the expression level of Deltex1 is prominent in MZB cells and strictly dependent on that of Notch2, suggesting that Deltex1 may play a role in MZB cell differentiation.
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              Integrative analysis of genome-wide loss of heterozygosity and monoallelic expression at nucleotide resolution reveals disrupted pathways in triple-negative breast cancer

              Loss of heterozygosity (LOH) and copy number alteration (CNA) feature prominently in the somatic genomic landscape of tumors. As such, karyotypic aberrations in cancer genomes have been studied extensively to discover novel oncogenes and tumor-suppressor genes. Advances in sequencing technology have enabled the cost-effective detection of tumor genome and transcriptome mutation events at single-base-pair resolution; however, computational methods for predicting segmental regions of LOH in this context are not yet fully explored. Consequently, whole transcriptome, nucleotide-level resolution analysis of monoallelic expression patterns associated with LOH has not yet been undertaken in cancer. We developed a novel approach for inference of LOH from paired tumor/normal sequence data and applied it to a cohort of 23 triple-negative breast cancer (TNBC) genomes. Following extensive benchmarking experiments, we describe the nucleotide-resolution landscape of LOH in TNBC and assess the consequent effect of LOH on the transcriptomes of these tumors using RNA-seq-derived measurements of allele-specific expression. We show that the majority of monoallelic expression in the transcriptomes of triple-negative breast cancer can be explained by genomic regions of LOH and establish an upper bound for monoallelic expression that may be explained by other tumor-specific modifications such as epigenetics or mutations. Monoallelically expressed genes associated with LOH reveal that cell cycle, homologous recombination and actin-cytoskeletal functions are putatively disrupted by LOH in TNBC. Finally, we show how inference of LOH can be used to interpret allele frequencies of somatic mutations and postulate on temporal ordering of mutations in the evolutionary history of these tumors.
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                Author and article information

                Journal
                Cold Spring Harb Mol Case Stud
                Cold Spring Harb Mol Case Stud
                cshmcs
                cshmcs
                cshmcs
                Cold Spring Harbor Molecular Case Studies
                Cold Spring Harbor Laboratory Press
                2373-2865
                2373-2873
                March 2016
                : 2
                : 2
                : a000679
                Affiliations
                [1 ]Canada's Michael Smith Genome Sciences Centre, British Columbia Cancer Agency, Vancouver, British Columbia V5Z 1L3, Canada;
                [2 ]Centre for Lymphoid Cancer and Department of Pathology, British Columbia Cancer Agency, Vancouver, British Columbia V5Z 1L3, Canada;
                [3 ]Terry Fox Laboratory and Department of Pathology, British Columbia Cancer Agency, Vancouver, British Columbia V5Z 1L3, Canada;
                [4 ]Department of Medical Oncology, British Columbia Cancer Agency, Vancouver, British Columbia V5Z 4E6, Canada;
                [5 ]Genome Sciences Centre and Department of Pathology, British Columbia Cancer Agency, Vancouver, British Columbia V5Z 1L3, Canada
                Author notes
                Corresponding author: akarsan@ 123456bcgsc.ca
                Article
                ParkerMCS000679
                10.1101/mcs.a000679
                4849852
                27148583
                b02307e7-ca2d-47f4-a5c8-167ca6c9f844
                © 2016 Parker et al.; Published by Cold Spring Harbor Laboratory Press

                This article is distributed under the terms of the Creative Commons Attribution-NonCommercial License, which permits reuse and redistribution, except for commercial purposes, provided that the original author and source are credited.

                History
                : 21 August 2015
                : 30 December 2015
                Page count
                Pages: 11
                Funding
                Funded by: British Columbia Cancer Foundation funding
                Funded by: Terry Fox Foundation http://dx.doi.org/10.13039/501100002655
                Award ID: TFF-122869
                Funded by: Michael Smith Foundation for Health Research http://dx.doi.org/10.13039/501100000245
                Categories
                Research Report

                increase in b cell number,lymphocytosis
                increase in b cell number, lymphocytosis

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