15 research outputs found
Patient-Derived Triple-Negative Breast Cancer Organoids Provide Robust Model Systems That Recapitulate Tumor Intrinsic Characteristics
Triple-negative breast cancer (TNBC) is an aggressive form of breast cancer with poor patient outcomes, highlighting the unmet clinical need for targeted therapies and better model systems. Here, we developed and comprehensively characterized a diverse biobank of normal and breast cancer patient-derived organoids (PDO) with a focus on TNBCs. PDOs recapitulated patient tumor intrinsic properties and a subset of PDOs can be propagated for long-term culture (LT-TNBC). Single cell profiling of PDOs identified cell types and gene candidates affiliated with different aspects of cancer progression. The LT-TNBC organoids exhibit signatures of aggressive MYC-driven, basal-like breast cancers and are largely comprised of luminal progenitor (LP)-like cells. The TNBC LP-like cells are distinct from normal LPs and exhibit hyperactivation of NOTCH and MYC signaling. Overall, this study validates TNBC PDOs as robust models for understanding breast cancer biology and progression, paving the way for personalized medicine and tailored treatment options. Significance: A comprehensive analysis of patient-derived organoids of TNBC provides insights into cellular heterogeneity and mechanisms of tumorigenesis at the single-cell level
Investigating rare pathogenic/likely pathogenic exonic variation in bipolar disorder
Bipolar disorder (BD) is a serious mental illness with substantial common variant heritability. However, the role of rare coding variation in BD is not well established. We examined the protein-coding (exonic) sequences of 3,987 unrelated individuals with BD and 5,322 controls of predominantly European ancestry across four cohorts from the Bipolar Sequencing Consortium (BSC). We assessed the burden of rare, protein-altering, single nucleotide variants classified as pathogenic or likely pathogenic (P-LP) both exome-wide and within several groups of genes with phenotypic or biologic plausibility in BD. While we observed an increased burden of rare coding P-LP variants within 165 genes identified as BD GWAS regions in 3,987 BD cases (meta-analysis OR = 1.9, 95% CI = 1.3–2.8, one-sided p = 6.0 × 10−4), this enrichment did not replicate in an additional 9,929 BD cases and 14,018 controls (OR = 0.9, one-side p = 0.70). Although BD shares common variant heritability with schizophrenia, in the BSC sample we did not observe a significant enrichment of P-LP variants in SCZ GWAS genes, in two classes of neuronal synaptic genes (RBFOX2 and FMRP) associated with SCZ or in loss-of-function intolerant genes. In this study, the largest analysis of exonic variation in BD, individuals with BD do not carry a replicable enrichment of rare P-LP variants across the exome or in any of several groups of genes with biologic plausibility. Moreover, despite a strong shared susceptibility between BD and SCZ through common genetic variation, we do not observe an association between BD risk and rare P-LP coding variants in genes known to modulate risk for SCZ
Sugarcane Genome Sequencing By Methylation Filtration Provides Tools For Genomic Research In The Genus Saccharum
Many economically important crops have large and complex genomes that hamper their sequencing by standard methods such as whole genome shotgun (WGS). Large tracts of methylated repeats occur in plant genomes that are interspersed by hypomethylated gene-rich regions. Gene-enrichment strategies based on methylation profiles offer an alternative to sequencing repetitive genomes. Here, we have applied methyl filtration with McrBC endonuclease digestion to enrich for euchromatic regions in the sugarcane genome. To verify the efficiency of methylation filtration and the assembly quality of sequences submitted to gene-enrichment strategy, we have compared assemblies using methyl-filtered (MF) and unfiltered (UF) libraries. The use of methy filtration allowed a better assembly by filtering out 35% of the sugarcane genome and by producing 1.5× more scaffolds and 1.7× more assembled Mb in length compared with unfiltered dataset. The coverage of sorghum coding sequences (CDS) by MF scaffolds was at least 36% higher than by the use of UF scaffolds. Using MF technology, we increased by 134× the coverage of gene regions of the monoploid sugarcane genome. The MF reads assembled into scaffolds that covered all genes of the sugarcane bacterial artificial chromosomes (BACs), 97.2% of sugarcane expressed sequence tags (ESTs), 92.7% of sugarcane RNA-seq reads and 98.4% of sorghum protein sequences. Analysis of MF scaffolds from encoded enzymes of the sucrose/starch pathway discovered 291 single-nucleotide polymorphisms (SNPs) in the wild sugarcane species, S. spontaneum and S. officinarum. A large number of microRNA genes was also identified in the MF scaffolds. The information achieved by the MF dataset provides a valuable tool for genomic research in the genus Saccharum and for improvement of sugarcane as a biofuel crop. © 2014 The Authors The Plant Journal © 2014 John Wiley & Sons Ltd.791162172Bartel, D.P., MicroRNAs: Genomics, biogenesis, mechanism, and function (2004) Cell, 116, pp. 281-297Bedell, J.A., Budiman, M.A., Nunberg, A., Sorghum genome sequencing by methylation filtration (2005) PLoS Biol., 3, pp. e13Boetzer, M., Henkel, C.V., Jansen, H.J., Butler, D., Pirovano, W., Scaffolding pre-assembled contigs using SSPACE (2011) Bioinformatics, 27, pp. 578-579Bologna, N.G., Schapire, A.L., Palatnik, J.F., Processing of plant microRNA precursors (2013) Brief. Funct. Genomics, 12, pp. 37-45Bombarely, A., Rosli, H.G., Vrebalov, J., Moffett, P., Mueller, L.A., Martin, G.B., A draft genome sequence of Nicotiana benthamiana to enhance molecular plant-microbe biology research (2012) Mol. Plant Microbe Interact., 25, pp. 1523-1530Bull, T.A., Glasziout, K.T., The evolutionary significance of sugar accumulation in Saccharum (1963) Aust. J. Biol. Sci., 16, pp. 737-742Bundock, P.C., Casu, R.E., Henry, R.J., Enrichment of genomic DNA for polymorphism detection in a non-model highly polyploid crop plant (2012) Plant Biotechnol. J., 10, pp. 657-667Butterfield, M., D'Hont, A., Berding, N., The sugarcane genome: A synthesis of current understanding, and lessons for breeding and biotechnology (2001) Proc. S. Afr. Sug. Technol. Ass., 75, pp. 1-5Cheavegatti-Gianotto, A., De Abreu, H.M.C., Arruda, P., Sugarcane (Saccharum × officinarum): A reference study for the regulation of genetically modified cultivars in Brazil (2011) Trop. Plant Biol., 4, pp. 62-89Cuperus, J.T., Fahlgren, N., Carrington, J.C., Evolution and functional diversification of miRNA genes (2011) Society, 23, pp. 431-442Doyle, J.J., Flagel, L.E., Paterson, A.H., Rapp, R.A., Soltis, D.E., Soltis, P.S., Wendel, J.F., Evolutionary genetics of genome merger and doubling in plants (2008) Annu. Rev. Genet., 42, pp. 443-461Edwards, D., Batley, J., Plant genome sequencing: Applications for crop improvement (2010) Plant Biotechnol. J., 8, pp. 2-9Feuillet, C., Leach, J.E., Rogers, J., Schnable, P.S., Eversole, K., Crop genome sequencing: Lessons and rationales (2011) Trends Plant Sci., 16, pp. 77-88Fu, Y., Hsia, A., Guo, L., Schnable, P.S., Types and frequencies of sequencing errors in methyl-filtered and high c0t maize genome survey sequences (2004) Plant Physiol., 135, pp. 2040-2045Grativol, C., Hemerly, A.S., Ferreira, P.C.G., Genetic and epigenetic regulation of stress responses in natural plant populations (2012) Biochim. Biophys. Acta, 1819, pp. 176-185Grivet, L., Arruda, P., Sugarcane genomics: Depicting the complex genome of an important tropical crop (2002) Curr. Opin. Plant Biol., 5, pp. 122-127Hamilton, J.P., Buell, C.R., Advances in plant genome sequencing (2012) Plant J., 70, pp. 177-190Hamilton, R.H., Kunsch, U., Temperli, A., Simple rapid procedures for isolation of tobacco leaf nuclei (1972) Anal. Biochem., 49, pp. 48-57Jones-Rhoades, M.W., Bartel, D.P., Computational identification of plant microRNAs and their targets, including a stress-induced miRNA (2004) Mol. Cell, 14, pp. 787-799Kent, W.J., BLAT - The BLAST-like alignment tool (2002) Genome Res., 12, pp. 656-664Liu, L., Li, Y., Li, S., Hu, N., He, Y., Pong, R., Lin, D., Law, M., Comparison of next-generation sequencing systems (2012) J. Biomed. 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Genet., 13, pp. 85-96Nelson, W., Luo, M., Ma, J., Methylation-sensitive linking libraries enhance gene-enriched sequencing of complex genomes and map DNA methylation domains (2008) BMC Genomics, 9, p. 621Ouyang, S., Buell, C.R., The TIGR plant repeat databases: A collective resource for the identification of repetitive sequences in plants (2004) Nucleic Acids Res., 32, pp. D360-D363Palmer, L.E., Rabinowicz, P.D., O'Shaughnessy, A.L., Balija, V.S., Nascimento, L.U., Dike, S., De La Bastide, M., McCombie, W.R., Maize genome sequencing by methylation filtration (2003) Science, 302, pp. 2115-2117Papini-Terzi, F.S., Rocha, F.R., Vêncio, R.Z.N., Sugarcane genes associated with sucrose content (2009) BMC Genomics, 10, p. 120Peterson, D.G., Wessler, S.R., Paterson, A.H., Efficient capture of unique sequences from eukaryotic genomes (2002) Trends Genet., 18, pp. 547-550Rabinowicz, P.D., Citek, R., Budiman, M.A., Differential methylation of genes and repeats in land plants (2005) Genome Res., 15, pp. 1431-1440Renny-Byfield, S., Chester, M., Kovar, A., Next generation sequencing reveals genome downsizing in allotetraploid Nicotiana tabacum, predominantly through the elimination of paternally derived repetitive DNAs (2011) Mol. Biol. Evol., 28, pp. 2843-2854Roulin, A., Auer, P.L., Libault, M., Schlueter, J., Farmer, A., May, G., Stacey, G., Jackson, S.A., The fate of duplicated genes in a polyploid plant genome (2013) Plant J, 73, pp. 143-153Scheibye-Alsing, K., Hoffmann, S., Frankel, A., Sequence assembly (2009) Comput. Biol. Chem., 33, pp. 121-136Shangguan, L., Han, J., Kayesh, E., Sun, X., Zhang, C., Pervaiz, T., Wen, X., Fang, J., Evaluation of genome sequencing quality in selected plant species using expressed sequence tags (2013) PLoS One, 8, pp. e69890Simpson, J.T., Wong, K., Jackman, S.D., Schein, J.E., Jones, S.J.M., Birol, I., ABySS: A parallel assembler for short read sequence data (2009) Genome Res., 19, pp. 1117-1123Smith, A.M., Prospects for increasing starch and sucrose yields for bioethanol production (2008) Plant J., 54, pp. 546-558Meyers, B.C., Souret, F., Lu, C., Green, P.J., Sweating the small stuff: MicroRNA discovery in plants (2006) Curr. Opin. 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Role of transposable elements in heterochromatin and epigenetic control
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Curated genome annotation of Oryza sativa ssp. japonica and comparative genome analysis with Arabidopsis thaliana
We present here the annotation of the complete genome of rice Oryza sativa L. ssp. japonica cultivar Nipponbare. All functional annotations for proteins and non-protein-coding RNA (npRNA) candidates were manually curated. Functions were identified or inferred in 19,969 (70%) of the proteins, and 131 possible npRNAs (including 58 antisense transcripts) were found. Almost 5000 annotated protein-coding genes were found to be disrupted in insertional mutant lines, which will accelerate future experimental validation of the annotations. The rice loci were determined by using cDNA sequences obtained from rice and other representative cereals. Our conservative estimate based on these loci and an extrapolation suggested that the gene number of rice is ∼32,000, which is smaller than previous estimates. We conducted comparative analyses between rice and Arabidopsis thaliana and found that both genomes possessed several lineage-specific genes, which might account for the observed differences between these species, while they had similar sets of predicted functional domains among the protein sequences. A system to control translational efficiency seems to be conserved across large evolutionary distances. Moreover, the evolutionary process of protein-coding genes was examined. Our results suggest that natural selection may have played a role for duplicated genes in both species, so that duplication was suppressed or favored in a manner that depended on the function of a gene
Supplementary Material for: Assessment of Whole-Exome Sequence Data in Attempted Suicide within a Bipolar Disorder Cohort
<p>Suicidal behavior is a complex and devastating phenotype with a
heritable component that has not been fully explained by existing common
genetic variant analyses. This study represents the first large-scale
DNA sequencing project designed to assess the role of rare functional
genetic variation in suicidal behavior risk. To accomplish this,
whole-exome sequencing data for ∼19,000 genes were generated for 387
bipolar disorder subjects with a history of suicide attempt and 631
bipolar disorder subjects with no prior suicide attempts. Rare
functional variants were assessed in all exome genes as well as pathways
hypothesized to contribute to suicidal behavior risk. No result
survived conservative Bonferroni correction, though many suggestive
findings have arisen that merit additional attention. In addition,
nominal support for past associations in genes, such as <i>BDNF</i>, and
pathways, such as the hypothalamic-pituitary-adrenal axis, was also
observed. Finally, a novel pathway was identified that is driven by
aldehyde dehydrogenase genes. Ultimately, this investigation explores
variation left largely untouched by existing efforts in suicidal
behavior, providing a wealth of novel information to add to future
investigations, such as meta-analyses.</p
Expressed genes, Alu repeats and polymorphisms in cosmids sequenced from chromosome 4p16.3
The sequences of three cosmids (90 kilobases) from the Huntington's disease region in chromosome 4p16.3 have been determined. A 30,837 base overlap of DNA sequenced from two individuals was found to contain 72 DNA sequence polymorphisms, an average of 2.3 polymorphisms per kilobase (kb). The assembled 58 kb contig contains 62 Alu repeats, and eleven predicted exons representing at least three expressed genes that encode previously unidentified proteins. Each of these genes is associated with a CpG island. The structure of one of the new genes, hda1-1, has been determined by characterizing cDNAs from a placental library. This gene is expressed in a variety of tissues and may encode a novel housekeeping gene