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1.
Nucleic Acids Res ; 51(21): e108, 2023 Nov 27.
Artigo em Inglês | MEDLINE | ID: mdl-37870443

RESUMO

DNA methylation is essential for a wide variety of biological processes, yet the development of a highly efficient and robust technology remains a challenge for routine single-cell analysis. We developed a multiplex scalable single-cell reduced representation bisulfite sequencing (msRRBS) technology. It allows cell-specific barcoded DNA fragments of individual cells to be pooled before bisulfite conversion, free of enzymatic modification or physical capture of the DNA ends, and achieves read mapping rates of 62.5 ± 3.9%, covering 60.0 ± 1.4% of CpG islands and 71.6 ± 1.6% of promoters in K562 cells. Its reproducibility is shown in duplicates of bulk cells with close to perfect correlation (R = 0.97-0.99). At a low 1 Mb of clean reads, msRRBS provides highly consistent coverage of CpG islands and promoters, outperforming the conventional methods with orders of magnitude reduction in cost. Here, we use this method to characterize the distinct methylation patterns and cellular heterogeneity of six cell lines, plus leukemia and hepatocellular carcinoma models. Taking 4 h of hands-on time, msRRBS offers a unique, highly efficient approach for dissecting methylation heterogeneity in a variety of multicellular systems.


Assuntos
Metilação de DNA , DNA , Humanos , Ilhas de CpG/genética , Metilação de DNA/genética , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Células K562 , Reprodutibilidade dos Testes , Análise de Sequência de DNA/métodos , Linhagem Celular Tumoral
2.
Sci Rep ; 7(1): 12919, 2017 10 10.
Artigo em Inglês | MEDLINE | ID: mdl-29018289

RESUMO

Nucleosome-depleted open chromatin regions (OCRs) often harbor transcription factor (TF) binding sites that are associated with active DNA regulatory elements. To investigate the regulation of silk-protein genes, DNA molecules isolated from the silk glands of third-day fifth-instar silkworm larvae and embryo-derived (BmE) cells were subjected to formal dehyde-assisted isolation of regulatory elements (FAIRE) and high-throughput sequencing. In total, 68,000 OCRs were identified, and a number of TF-binding motifs were predicted. In particular, OCRs located near silk-protein genes contained potential binding sites for functional TFs. Moreover, many TFs were found to bind to clusters of OCRs upstream of silk-protein genes, and to regulate the expression of these genes. The expression of silk protein genes may be related not only to regulating TFs (such as fkh, Bmdimm, and Bmsage), but also to developmental and hormone-induced TFs (such as zen, eve, Br, and eip74ef). Elucidation of genome-wide OCRs and their regulatory motifs in silk protein genes will provide valuable data and clues for characterizing the mechanisms of transcriptional control of silk protein genes.


Assuntos
Cromatina/metabolismo , Regulação da Expressão Gênica , Genoma de Inseto , Proteínas de Insetos/genética , Seda/genética , Animais , Sequência de Bases , Bombyx/genética , Sequenciamento de Nucleotídeos em Larga Escala , Proteínas de Insetos/metabolismo , Motivos de Nucleotídeos/genética , Fatores de Transcrição/metabolismo
3.
Nat Ecol Evol ; 1(11): 1747-1756, 2017 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-28963452

RESUMO

The tobacco cutworm, Spodoptera litura, is among the most widespread and destructive agricultural pests, feeding on over 100 crops throughout tropical and subtropical Asia. By genome sequencing, physical mapping and transcriptome analysis, we found that the gene families encoding receptors for bitter or toxic substances and detoxification enzymes, such as cytochrome P450, carboxylesterase and glutathione-S-transferase, were massively expanded in this polyphagous species, enabling its extraordinary ability to detect and detoxify many plant secondary compounds. Larval exposure to insecticidal toxins induced expression of detoxification genes, and knockdown of representative genes using short interfering RNA (siRNA) reduced larval survival, consistent with their contribution to the insect's natural pesticide tolerance. A population genetics study indicated that this species expanded throughout southeast Asia by migrating along a South India-South China-Japan axis, adapting to wide-ranging ecological conditions with diverse host plants and insecticides, surviving and adapting with the aid of its expanded detoxification systems. The findings of this study will enable the development of new pest management strategies for the control of major agricultural pests such as S. litura.


Assuntos
Genoma de Inseto , Herbivoria , Inativação Metabólica , Inseticidas/metabolismo , Spodoptera/genética , Adaptação Biológica , Animais , Mapeamento Cromossômico , Dieta , Perfilação da Expressão Gênica , Larva/genética , Larva/crescimento & desenvolvimento , Larva/fisiologia , Spodoptera/crescimento & desenvolvimento , Spodoptera/fisiologia , Sequenciamento Completo do Genoma
4.
PLoS One ; 11(1): e0147147, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-26771876

RESUMO

Long noncoding RNAs (lncRNAs) are emerging as important regulators in various biological processes. However, to date, no systematic characterization of lncRNAs has been reported in the silkworm Bombyx mori. In the present study, we generated eighteen RNA-seq datasets with relatively high depth. Using an in-house designed lncRNA identification pipeline, 11,810 lncRNAs were identified for 5,556 loci. Among these lncRNAs, 474 transcripts were intronic lncRNAs (ilncRNAs), 6,250 transcripts were intergenic lncRNAs (lincRNAs), and 5,086 were natural antisense lncRNAs (lncNATs). Compared with protein-coding mRNAs, silkworm lncRNAs are shorter in terms of full length but longer in terms of exon and intron length. In addition, lncRNAs exhibit a lower level of sequence conservation, more repeat sequences overlapped and higher tissue specificity than protein-coding mRNAs in the silkworm. We found that 69 lncRNA transcripts from 33 gene loci may function as miRNA precursors, and 104 lncRNA transcripts from 72 gene loci may act as competing endogenous RNAs (ceRNAs). In total, 49.47% of all gene loci (2,749/5,556) for which lncRNAs were identified showed sex-biased expression. Co-expression network analysis resulted in 19 modules, 12 of which revealed relatively high tissue specificity. The highlighted darkgoldenrod module was specifically associated with middle and posterior silk glands, and the hub lncRNAs within this module were co-expressed with proteins involved in translation, translocation, and secretory processes, suggesting that these hub lncRNAs may function as regulators of the biosynthesis, translocation, and secretion of silk proteins. This study presents the first comprehensive genome-wide analysis of silkworm lncRNAs and provides an invaluable resource for genetic, evolutionary, and genomic studies of B. mori.


Assuntos
Bombyx/genética , Genoma de Inseto/genética , RNA Longo não Codificante/genética , Animais , Perfilação da Expressão Gênica
5.
Insect Sci ; 23(3): 487-99, 2016 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-26678257

RESUMO

Tarantula venoms provide a model system for studying toxin selectivity, structure-activity relationships and molecular evolution of peptide toxins. Previous studies have identified a large number of peptide toxins in the venom of the Chinese bird spider Haplopelma hainanum, generally regarded as a highly venomous spider. However, the lack of available RNA-seq transcriptomic and genomic data is an obstacle to understanding its venom at the molecular level. In this study, we investigated the venom gland transcriptome of H. hainanum by RNA-seq, in the absence of an available genomic sequence. We identified 201 potential toxins among 57 181 de novo assembled transcripts, including knottins, Kunitz-type toxins, enzymes and other proteins. We systematically identified most of the knottins and Kunitz-type toxins, some of which showed strongly biased expression in the venom gland, including members of the huwentoxin-1, huwentoxin-2 and magi-1 families. We also discovered several novel potential toxins. These data demonstrate the high molecular and structural diversity in the venom toxins of H. hainanum. This study offers a useful strategy for exploring the complex components of spider venoms.


Assuntos
Peptídeos/genética , Venenos de Aranha/genética , Aranhas/genética , Animais , Evolução Molecular , Glândulas Exócrinas/metabolismo , Perfilação da Expressão Gênica , Peptídeos/química , Peptídeos/metabolismo , Filogenia , Venenos de Aranha/química , Venenos de Aranha/metabolismo , Aranhas/metabolismo
6.
Genome Announc ; 2(3)2014 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-24831136

RESUMO

Bacillus bombysepticus is a Gram-positive spore-forming bacterium. Here, we announce the first complete genome sequence of this organism isolated from the cadavers of silkworm larvae that had been sick. The genome contains a single circular chromosome and a circular plasmid. Analyses of the B. bombysepticus genome will provide insights into its pathomechanisms and biology.

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