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Ning K, Sun T, Wang Z, Li H, Fang P, Cai X, Wu X, Xu M, Xu P. Selective penetration of fullerenol through pea seed coats mitigates osmosis-repressed germination via chromatin remodeling and transcriptional reprograming. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2024; 104:6008-6017. [PMID: 38437455 DOI: 10.1002/jsfa.13429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 02/26/2024] [Accepted: 02/28/2024] [Indexed: 03/06/2024]
Abstract
BACKGROUND The alteration of chromatin accessibility plays an important role in plant responses to abiotic stress. Carbon-based nanomaterials (CBNMs) have attracted increasing interest in agriculture due to their potential impact on crop productivity, showcasing effects on plant biological processes at transcriptional levels; however, their impact on chromatin accessibility remains unknown. RESULTS This study found that fullerenol can penetrate the seed coat of pea to mitigate the reduction of seed germination caused by osmotic stress. RNA sequencing (RNA-seq) revealed that the application of fullerenol caused the high expression of genes related to oxidoreduction to return to a normal level. Assay for transposase accessible chromatin sequencing (ATAC-seq) confirmed that fullerenol application reduced the overall levels of chromatin accessibility of numerous genes, including those related to environmental signaling, transcriptional regulation, and metabolism. CONCLUSION This study suggests that fullerenol alleviates osmotic stress on various fronts, encompassing antioxidant, transcriptional, and epigenetic levels. This advances knowledge of the working mechanism of this nanomaterial within plant cells. © 2024 Society of Chemical Industry.
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Affiliation(s)
- Kang Ning
- Key Laboratory of Specialty Agri-product Quality and Hazard Controlling Technology of Zhejiang Province, College of Life Sciences, China Jiliang University, Hangzhou, People's Republic of China
| | - Ting Sun
- Key Laboratory of Specialty Agri-product Quality and Hazard Controlling Technology of Zhejiang Province, College of Life Sciences, China Jiliang University, Hangzhou, People's Republic of China
| | - Zhuoyi Wang
- Key Laboratory of Specialty Agri-product Quality and Hazard Controlling Technology of Zhejiang Province, College of Life Sciences, China Jiliang University, Hangzhou, People's Republic of China
| | - Hailan Li
- Key Laboratory of Specialty Agri-product Quality and Hazard Controlling Technology of Zhejiang Province, College of Life Sciences, China Jiliang University, Hangzhou, People's Republic of China
| | - Pingping Fang
- Key Laboratory of Specialty Agri-product Quality and Hazard Controlling Technology of Zhejiang Province, College of Life Sciences, China Jiliang University, Hangzhou, People's Republic of China
| | - Xiaoqi Cai
- Key Laboratory of Specialty Agri-product Quality and Hazard Controlling Technology of Zhejiang Province, College of Life Sciences, China Jiliang University, Hangzhou, People's Republic of China
| | - Xinyang Wu
- Key Laboratory of Specialty Agri-product Quality and Hazard Controlling Technology of Zhejiang Province, College of Life Sciences, China Jiliang University, Hangzhou, People's Republic of China
| | - Min Xu
- Key Laboratory of Specialty Agri-product Quality and Hazard Controlling Technology of Zhejiang Province, College of Life Sciences, China Jiliang University, Hangzhou, People's Republic of China
| | - Pei Xu
- Key Laboratory of Specialty Agri-product Quality and Hazard Controlling Technology of Zhejiang Province, College of Life Sciences, China Jiliang University, Hangzhou, People's Republic of China
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Sun Y, Shi W, Zhang Q, Guo H, Dong Z, Zhao P, Xia Q. Multi-Omics Integration to Reveal the Mechanism of Sericin Inhibiting LPS-Induced Inflammation. Int J Mol Sci 2022; 24:ijms24010259. [PMID: 36613700 PMCID: PMC9820220 DOI: 10.3390/ijms24010259] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 12/16/2022] [Accepted: 12/20/2022] [Indexed: 12/28/2022] Open
Abstract
Sericin is a natural protein with high application potential, but the research on its efficacy is very limited. In this study, the anti-inflammatory mechanism of sericin protein was investigated. Firstly, the protein composition of sericin extracts was determined by Liquid Chromatography-Tandem Mass Spectrometry (LC-MS/MS). This was then combined with Enzyme-linked Immunosorbent Assay (ELISA) and Quantitative Real-time PCR (qRT-PCR), and it was confirmed that the anti-inflammation ability of sericin was positively correlated with the purity of sericin 1 protein. Finally, RNA-seq was performed to quantify the inhibitory capacity of sericin sample SS2 in LPS-stimulated macrophages. The gene functional annotation showed that SS2 suppressed almost all PRRs signaling pathways activated by lipopolysaccharides (LPS), such as the Toll-like receptors (TLRs) and NOD-like receptors (NLRs) signaling pathways. The expression level of adaptor gene MyD88 and receptor gene NOD1 was significantly down-regulated after SS2 treatment. SS2 also reduced the phosphorylation levels of NF-κB P65, P38, and JNK, thereby reducing the expressions of IL-1β, IL-6, INOS, and other inflammatory cytokines. It was confirmed that sericin inhibited LPS-induced inflammation through MyD88/NF-κB pathway. This finding provides necessary theoretical support for sericin development and application.
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Affiliation(s)
- Yueting Sun
- Biological Science Research Center, Integrative Science Center of Germplasm Creation in Western China (CHONGQING) Science City, Southwest University, Chongqing 400715, China
- Key Laboratory for Germplasm Creation in Upper Reaches of the Yangtze River, Ministry of Agriculture and Rural Affairs, Chongqing 400715, China
- Engineering Laboratory of Sericultural and Functional Genome and Biotechnology, Development and Reform Commission, Chongqing 400715, China
| | - Wenyu Shi
- Biological Science Research Center, Integrative Science Center of Germplasm Creation in Western China (CHONGQING) Science City, Southwest University, Chongqing 400715, China
- Key Laboratory for Germplasm Creation in Upper Reaches of the Yangtze River, Ministry of Agriculture and Rural Affairs, Chongqing 400715, China
| | - Quan Zhang
- Biological Science Research Center, Integrative Science Center of Germplasm Creation in Western China (CHONGQING) Science City, Southwest University, Chongqing 400715, China
- Key Laboratory for Germplasm Creation in Upper Reaches of the Yangtze River, Ministry of Agriculture and Rural Affairs, Chongqing 400715, China
- Engineering Laboratory of Sericultural and Functional Genome and Biotechnology, Development and Reform Commission, Chongqing 400715, China
| | - Haiqiong Guo
- Biological Science Research Center, Integrative Science Center of Germplasm Creation in Western China (CHONGQING) Science City, Southwest University, Chongqing 400715, China
- Key Laboratory for Germplasm Creation in Upper Reaches of the Yangtze River, Ministry of Agriculture and Rural Affairs, Chongqing 400715, China
| | - Zhaoming Dong
- Biological Science Research Center, Integrative Science Center of Germplasm Creation in Western China (CHONGQING) Science City, Southwest University, Chongqing 400715, China
- Key Laboratory for Germplasm Creation in Upper Reaches of the Yangtze River, Ministry of Agriculture and Rural Affairs, Chongqing 400715, China
- Engineering Laboratory of Sericultural and Functional Genome and Biotechnology, Development and Reform Commission, Chongqing 400715, China
| | - Ping Zhao
- Biological Science Research Center, Integrative Science Center of Germplasm Creation in Western China (CHONGQING) Science City, Southwest University, Chongqing 400715, China
- Key Laboratory for Germplasm Creation in Upper Reaches of the Yangtze River, Ministry of Agriculture and Rural Affairs, Chongqing 400715, China
- Engineering Laboratory of Sericultural and Functional Genome and Biotechnology, Development and Reform Commission, Chongqing 400715, China
| | - Qingyou Xia
- Biological Science Research Center, Integrative Science Center of Germplasm Creation in Western China (CHONGQING) Science City, Southwest University, Chongqing 400715, China
- Key Laboratory for Germplasm Creation in Upper Reaches of the Yangtze River, Ministry of Agriculture and Rural Affairs, Chongqing 400715, China
- Engineering Laboratory of Sericultural and Functional Genome and Biotechnology, Development and Reform Commission, Chongqing 400715, China
- Correspondence:
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Exploration of Tools for the Interpretation of Human Non-Coding Variants. Int J Mol Sci 2022; 23:ijms232112977. [PMID: 36361767 PMCID: PMC9654743 DOI: 10.3390/ijms232112977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 10/17/2022] [Accepted: 10/23/2022] [Indexed: 02/01/2023] Open
Abstract
The advent of Whole Genome Sequencing (WGS) broadened the genetic variation detection range, revealing the presence of variants even in non-coding regions of the genome, which would have been missed using targeted approaches. One of the most challenging issues in WGS analysis regards the interpretation of annotated variants. This review focuses on tools suitable for the functional annotation of variants falling into non-coding regions. It couples the description of non-coding genomic areas with the results and performance of existing tools for a functional interpretation of the effect of variants in these regions. Tools were tested in a controlled genomic scenario, representing the ground-truth and allowing us to determine software performance.
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4
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Mikec Š, Šimon M, Morton NM, Atanur SS, Konc J, Dovč P, Horvat S, Kunej T. Genetic variants of the hypoxia-inducible factor 3 alpha subunit (Hif3a) gene in the Fat and Lean mouse selection lines. Mol Biol Rep 2022; 49:4619-4631. [PMID: 35347545 DOI: 10.1007/s11033-022-07309-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Accepted: 02/25/2022] [Indexed: 10/18/2022]
Abstract
BACKGROUND Adipose tissue hypoxia and members of the hypoxia-inducible factor alpha (HIFA) are involved in development of obesity. However, the mechanism and functions of HIF3A, one of three HIFA paralogs, in fat deposition have not been sufficiently studied. METHODS AND RESULTS In the present study, we investigated whether Hif3a sequence variants are associated with divergent fat deposition in mouse selection lines for fatness and leanness. Sequencing and RFLP were used to analyse sequence variants within Hif3a. To identify candidate regulatory variants, we performed literature screening and used databases and bioinformatics tools like Ensembl, MethPrimer, TargetScanMouse, miRDB, PolyAsite, RISE, LncRRIsearch, RNAfold, PredictProtein, CAIcal, and switches.ELM Resource. There are 90 sequence variants in Hif3a between the two mouse lines. While most Fat line variants locate within intronic regions, Lean line variants are mainly in 3' UTR. We constructed a map of Hif3a potential regulatory regions and identified 39 regulatory variants by integrating data on constrained and regulatory elements, CpGs, and miRNAs and lncRNAs binding sites. Moreover, 3' UTR and two exonic variants may influence mRNA stability, translation rate and protein functionality. We propose as priority candidates for further functional studies a missense (rs37398126) and synonymous (rs37739792) variants, and intronic (rs47471302) variant that overlap conserved element in promoter region and predicted lncRNAs binding site. CONCLUSION The results indicate a potential involvement of Hif3a in fat deposition. Additionally, approach used in the present study may serve as a general guideline for constructing an integrative gene map for prioritizing candidate gene variants with phenotypic effects.
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Affiliation(s)
- Špela Mikec
- Department of Animal Science, Biotechnical Faculty, University of Ljubljana, Domžale, Slovenia
| | - Martin Šimon
- Department of Animal Science, Biotechnical Faculty, University of Ljubljana, Domžale, Slovenia
| | - Nicholas M Morton
- The Queen's Medical Research Institute, Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
| | - Santosh S Atanur
- Centre for Genomic and Experimental Medicine, University of Edinburgh, Edinburgh, UK.,Department of Metabolism, Digestion, and Reproduction, Faculty of Medicine, Imperial College London, London, UK
| | - Janez Konc
- Laboratory for Molecular Modeling, National Institute of Chemistry, Ljubljana, Slovenia
| | - Peter Dovč
- Department of Animal Science, Biotechnical Faculty, University of Ljubljana, Domžale, Slovenia
| | - Simon Horvat
- Department of Animal Science, Biotechnical Faculty, University of Ljubljana, Domžale, Slovenia.
| | - Tanja Kunej
- Department of Animal Science, Biotechnical Faculty, University of Ljubljana, Domžale, Slovenia.
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5
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Nowling RJ, Behura SK, Halfon MS, Emrich SJ, Duman-Scheel M. PeakMatcher facilitates updated Aedes aegypti embryonic cis-regulatory element map. Hereditas 2021; 158:7. [PMID: 33509290 PMCID: PMC7844911 DOI: 10.1186/s41065-021-00172-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Accepted: 01/22/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The Aedes aegypti mosquito is a threat to human health across the globe. The A. aegypti genome was recently re-sequenced and re-assembled. Due to a combination of long-read PacBio and Hi-C sequencing, the AaegL5 assembly is chromosome complete and significantly improves the assembly in key areas such as the M/m sex-determining locus. Release of the updated genome assembly has precipitated the need to reprocess historical functional genomic data sets, including cis-regulatory element (CRE) maps that had previously been generated for A. aegypti. RESULTS We re-processed and re-analyzed the A. aegypti whole embryo FAIRE seq data to create an updated embryonic CRE map for the AaegL5 genome. We validated that the new CRE map recapitulates key features of the original AaegL3 CRE map. Further, we built on the improved assembly in the M/m locus to analyze overlaps of open chromatin regions with genes. To support the validation, we created a new method (PeakMatcher) for matching peaks from the same experimental data set across genome assemblies. CONCLUSION Use of PeakMatcher software, which is available publicly under an open-source license, facilitated the release of an updated and validated CRE map, which is available through the NIH GEO. These findings demonstrate that PeakMatcher software will be a useful resource for validation and transferring of previous annotations to updated genome assemblies.
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Affiliation(s)
- Ronald J Nowling
- Electrical Engineering and Computer Science, Milwaukee School of Engineering, 1025 North Broadway, Milwaukee, WI, 53202, USA.
| | - Susanta K Behura
- Division of Animal Sciences, University of Missouri, Columbia, MO, 65211, USA
| | - Marc S Halfon
- Department of Biochemistry, State University of New York at Buffalo, NY, 14203, Buffalo, USA
| | - Scott J Emrich
- Min H. Kao Department of Electrical Engineering and Computer Science, University of Tennessee, Knoxville, 37996, USA
| | - Molly Duman-Scheel
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, South Bend, IN, 46617, USA.,Eck Institute for Global Health, University of Notre Dame, Notre Dame, IN, 46556, USA
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6
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Matsuda–Imai N, Katsuma S. Characterization of Bombyx mori nucleopolyhedrovirus infection in fat body-derived Bombyx mori cultured cells. J Invertebr Pathol 2020; 177:107476. [DOI: 10.1016/j.jip.2020.107476] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 09/19/2020] [Accepted: 09/21/2020] [Indexed: 01/28/2023]
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7
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Cong J, Tao C, Zhang X, Zhang H, Cheng T, Liu C. Transgenic Ectopic Overexpression of Broad Complex ( BrC-Z2) in the Silk Gland Inhibits the Expression of Silk Fibroin Genes of Bombyx mori. INSECTS 2020; 11:insects11060374. [PMID: 32560131 PMCID: PMC7349191 DOI: 10.3390/insects11060374] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Revised: 06/10/2020] [Accepted: 06/12/2020] [Indexed: 11/23/2022]
Abstract
Bombyx mori silk protein genes are strictly turned on and off in different developmental stages under the hormone periodically change. The broad complex (BrC) is a transcription factor mediating 20-hydroxyecdysone action, which plays important roles during metamorphosis. Here, we observed that two isoforms of BmBrC (BmBrC-Z2 and BmBrC-Z4) exhibited contrasting expression patterns with fibroin genes (FibH, FibL and P25) in the posterior silk gland (PSG), suggesting that BmBrC may negatively regulate fibroin genes. Transgenic lines were constructed to ectopically overexpress BmBrC-Z2 in the PSG. The silk protein genes in the transgenic line were decreased to almost half of that in the wild type. The silk yield was decreased significantly. In addition, the expression levels of regulatory factors (BmKr-h1 and BmDimm) response to juvenile hormone (JH) signal were inhibited significantly. Then exogenous JH in the BmBrC-Z2 overexpressed lines can inhibit the expression of BmBrC-Z2 and activate the expression of silk protein genes and restore the silk yield to the level of the wild type. These results indicated that BmBrC may inhibit fibroin genes by repressing the JH signal pathway, which would assist in deciphering the comprehensive regulation mechanism of silk protein genes.
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Affiliation(s)
| | | | | | | | | | - Chun Liu
- Correspondence: ; Tel.: +86-23-68251753; Fax: 86-23-68251128
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8
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Tomoyasu Y, Halfon MS. How to study enhancers in non-traditional insect models. ACTA ACUST UNITED AC 2020; 223:223/Suppl_1/jeb212241. [PMID: 32034049 DOI: 10.1242/jeb.212241] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Transcriptional enhancers are central to the function and evolution of genes and gene regulation. At the organismal level, enhancers play a crucial role in coordinating tissue- and context-dependent gene expression. At the population level, changes in enhancers are thought to be a major driving force that facilitates evolution of diverse traits. An amazing array of diverse traits seen in insect morphology, physiology and behavior has been the subject of research for centuries. Although enhancer studies in insects outside of Drosophila have been limited, recent advances in functional genomic approaches have begun to make such studies possible in an increasing selection of insect species. Here, instead of comprehensively reviewing currently available technologies for enhancer studies in established model organisms such as Drosophila, we focus on a subset of computational and experimental approaches that are likely applicable to non-Drosophila insects, and discuss the pros and cons of each approach. We discuss the importance of validating enhancer function and evaluate several possible validation methods, such as reporter assays and genome editing. Key points and potential pitfalls when establishing a reporter assay system in non-traditional insect models are also discussed. We close with a discussion of how to advance enhancer studies in insects, both by improving computational approaches and by expanding the genetic toolbox in various insects. Through these discussions, this Review provides a conceptual framework for studying the function and evolution of enhancers in non-traditional insect models.
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Affiliation(s)
| | - Marc S Halfon
- Department of Biochemistry, University at Buffalo-State University of New York, Buffalo, NY 14203, USA
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9
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Li B, Wang X, Li Z, Lu C, Zhang Q, Chang L, Li W, Cheng T, Xia Q, Zhao P. Transcriptome-wide analysis of N6-methyladenosine uncovers its regulatory role in gene expression in the lepidopteran Bombyx mori. INSECT MOLECULAR BIOLOGY 2019; 28:703-715. [PMID: 30957943 DOI: 10.1111/imb.12584] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
N6-methyladenosine (m6A) methylation is the most common form of RNA modification in eukaryotes and has been shown to act as an important epitranscriptomic marker, which can regulate gene expression, messenger RNA stability, alternative splicing and translation efficiency. Recent progress on determining insect m6A function has been limited to the dipteran Drosophila melanogaster, in which m6A is involved in neuronal functions and sex determination. Methylation and function of m6A in other insects, however, remain unknown. Here, we investigated a transcriptome-wide profile of m6A in the lepidopteran Bombyx mori and identified the methyltransferase subunits B. mori methyltransferase-like 3 (BmMETTL3) and BmMETTL14 in the m6A methylation pathway. Strikingly, loss of BmMETTL3 and BmMETTL14 in cultured B. mori cells led to arrest of cell cycle progression and caused deficiency of chromosome alignment and segregation. Specifically, we identified 2853 m6A peaks representing transcripts of 2043 genes, and the target genes with m6A methylation were shown to be involved in gene expression and translation. It was interesting that we found that the highly expressed genes tended to be methylated by m6A, and comparative analysis of RNA m6A and DNA N6-methyladenine (6mA) revealed two distinct regulatory mechanisms for gene expression. Overall, our work suggests RNA m6A and DNA 6mA play important roles in RNA and DNA epigenetic regulation in B. mori.
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Affiliation(s)
- B Li
- Biological Science Research Center, Southwest University, Chongqing, China
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, China
| | - X Wang
- Biological Science Research Center, Southwest University, Chongqing, China
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, China
| | - Z Li
- Biological Science Research Center, Southwest University, Chongqing, China
- Chongqing Key Laboratory of Sericultural Science, Chongqing Engineering and Technology Research Center for Novel Silk Materials, Southwest University, Chongqing, China
| | - C Lu
- Biological Science Research Center, Southwest University, Chongqing, China
| | - Q Zhang
- Biological Science Research Center, Southwest University, Chongqing, China
| | - L Chang
- Biological Science Research Center, Southwest University, Chongqing, China
| | - W Li
- Biological Science Research Center, Southwest University, Chongqing, China
| | - T Cheng
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, China
| | - Q Xia
- Biological Science Research Center, Southwest University, Chongqing, China
- Chongqing Key Laboratory of Sericultural Science, Chongqing Engineering and Technology Research Center for Novel Silk Materials, Southwest University, Chongqing, China
| | - P Zhao
- Biological Science Research Center, Southwest University, Chongqing, China
- Chongqing Key Laboratory of Sericultural Science, Chongqing Engineering and Technology Research Center for Novel Silk Materials, Southwest University, Chongqing, China
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10
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Zhang Q, Cheng T, Sun Y, Wang Y, Feng T, Li X, Liu L, Li Z, Liu C, Xia Q, He H. Synergism of open chromatin regions involved in regulating genes in Bombyx mori. INSECT BIOCHEMISTRY AND MOLECULAR BIOLOGY 2019; 110:10-18. [PMID: 31004794 DOI: 10.1016/j.ibmb.2019.04.014] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Revised: 03/18/2019] [Accepted: 04/13/2019] [Indexed: 06/09/2023]
Abstract
The dynamic variability of transcription factors (TFs) and their binding sites makes it challenging to conduct genome-wide transcription regulation research. The silkworm Bombyx mori, which produces silk, is one of the most valuable model insects in the order Lepidoptera. The "opening" and "closing" of chromatin in different silk yield strains is associated with changes in silk production, making this insect a good model for studying the transcriptional regulation of genes. However, few studies have examined the open chromatin regions (OCRs) of silkworms, and studying OCR synergism and their function in silk production remains challenging. Here, we performed formaldehyde-assisted isolation of regulatory elements (FAIRE) to isolate OCRs from the silk glands of fifth-instar larvae of the DaZao and D872 strains. In total, 128,908 high confidence OCRs were identified and approximately 80% of OCRs were located in non-coding regions. OCRs upregulated adjacent genes and showed signal-dependent vulnerability to single-nucleotide polymorphisms. Mid- and low-signal OCRs were more likely to have single-nucleotide polymorphisms (SNP). Further, OCRs interacted with each other within a distance of 5 kb. We named the OCR interaction complex as the "cluster of related regions" (COREs). The functions of the CORE and its harbored OCRs showed some differences. Additionally, COREs enriched many silk protein synthesis-associated genes, some of which were upregulated. This study identified numerous high confidence regulation sites and synergistic regulatory modes of OCRs that affect adjacent genes. These results provide insight into silkworm transcriptional regulation and improve our understanding of cis-element cooperation.
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Affiliation(s)
- Quan Zhang
- Biological Science Research Center, Southwest University, Chongqing 400715, China; State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing 400715, China
| | - Tingcai Cheng
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing 400715, China; Chongqing Key Laboratory of Sericultural Science, Chongqing Engineering and Technology Research Center for Novel Silk Materials, Southwest University, Chongqing 400715, China.
| | - Yueting Sun
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing 400715, China
| | - Yi Wang
- Biological Science Research Center, Southwest University, Chongqing 400715, China; Chongqing Key Laboratory of Sericultural Science, Chongqing Engineering and Technology Research Center for Novel Silk Materials, Southwest University, Chongqing 400715, China
| | - Tieshan Feng
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing 400715, China
| | - Xiaohong Li
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing 400715, China
| | - Lihaoyu Liu
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing 400715, China
| | - Zhiqing Li
- Biological Science Research Center, Southwest University, Chongqing 400715, China; Chongqing Key Laboratory of Sericultural Science, Chongqing Engineering and Technology Research Center for Novel Silk Materials, Southwest University, Chongqing 400715, China
| | - Chun Liu
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing 400715, China; Chongqing Key Laboratory of Sericultural Science, Chongqing Engineering and Technology Research Center for Novel Silk Materials, Southwest University, Chongqing 400715, China
| | - Qingyou Xia
- Biological Science Research Center, Southwest University, Chongqing 400715, China; Chongqing Key Laboratory of Sericultural Science, Chongqing Engineering and Technology Research Center for Novel Silk Materials, Southwest University, Chongqing 400715, China.
| | - Huawei He
- Biological Science Research Center, Southwest University, Chongqing 400715, China; Chongqing Key Laboratory of Sericultural Science, Chongqing Engineering and Technology Research Center for Novel Silk Materials, Southwest University, Chongqing 400715, China.
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11
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McKay DJ. Using Formaldehyde-Assisted Isolation of Regulatory Elements (FAIRE) to Identify Functional Regulatory DNA in Insect Genomes. Methods Mol Biol 2019; 1858:89-97. [PMID: 30414113 DOI: 10.1007/978-1-4939-8775-7_8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
Differential regulation of gene expression determines cell-type-specific function, making identification of the cis-regulatory elements that control gene expression a central goal of developmental biology. In addition, changes in the sequence of cis-regulatory elements are thought to drive changes in gene expression patterns between species, making comparisons of cis-regulatory element usage important for evolutionary biology as well. Due to the number of extant species and the incredible morphological diversity that they exhibit, insects are favorite model organisms for both developmental and evolutionary biologists alike. However, identifying cis-regulatory elements in insect genomes is challenging. Here, I describe a method termed FAIRE-seq (Formaldehyde-Assisted Isolation of Regulatory Elements, followed by high-throughput sequencing) that can be used to identify functional DNA regulatory elements from developing insect tissues, genome-wide.
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Affiliation(s)
- Daniel J McKay
- Department of Biology, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. .,Department of Genetics, Integrative Program for Biological and Genome Sciences, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
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12
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Xu Y, Lee JH, Li Z, Wang L, Ordog T, Bailey RC. A droplet microfluidic platform for efficient enzymatic chromatin digestion enables robust determination of nucleosome positioning. LAB ON A CHIP 2018; 18:2583-2592. [PMID: 30046796 PMCID: PMC6103843 DOI: 10.1039/c8lc00599k] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
The first step in chromatin-based epigenetic assays involves the fragmentation of chromatin to facilitate precise genomic localization of the associated DNA. Here, we report the development of a droplet microfluidic device that can rapidly and efficiently digest chromatin into single nucleosomes starting from whole-cell input material offering simplified and automated processing compared to conventional manual preparation. We demonstrate the digestion of chromatin from 2500-125 000 Jurkat cells using micrococcal nuclease for enzymatic processing. We show that the yield of mononucleosomal DNA can be optimized by controlling enzyme concentration and incubation time, with resulting mononucleosome yields exceeding 80%. Bioinformatic analysis of sequenced mononucleosomal DNA (MNase-seq) indicated a high degree of reproducibility and concordance (97-99%) compared with conventionally processed preparations. Our results demonstrate the feasibility of robust and automated nucleosome preparation using a droplet microfluidic platform for nucleosome positioning and downstream epigenomic assays.
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Affiliation(s)
- Yi Xu
- Department of Chemistry, University of Michigan, Ann Arbor, MI, USA.
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13
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Wang X, Li Z, Zhang Q, Li B, Lu C, Li W, Cheng T, Xia Q, Zhao P. DNA methylation on N6-adenine in lepidopteran Bombyx mori. BIOCHIMICA ET BIOPHYSICA ACTA. GENE REGULATORY MECHANISMS 2018; 1861:S1874-9399(18)30215-3. [PMID: 30071347 DOI: 10.1016/j.bbagrm.2018.07.013] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2018] [Revised: 07/18/2018] [Accepted: 07/27/2018] [Indexed: 10/28/2022]
Abstract
Increasing knowledge of DNA methylation that occurs on the sixth position of adenine (N6-methyladenine, 6 mA) has emerged as a novel epigenetic mark in eukaryotes and plays an important role in regulating gene transcription, DNA replication and repair, transposable activities, and others. Here, we show DNA 6 mA methylation is present in Bombyx mori, a lepidopteran model insect, and identify the 6 mA methyltransferase, METTL4, and 6 mA demethylase, NMAD, which regulate the levels of 6 mA in embryogenesis and cultured cells of B. mori. Importantly, RNAi knockdown of METTL4 and NMAD not only induce cell cycle arrest at G1 phase but also result in defects of chromosome alignments at metaphase. We further demonstrate that 6 mA methylation is widely distributed across the genome of B. mori by 6 mA-Seq and primarily enriched in the regulatory regions as well as gene bodies. Integrated analysis of 6 mA-Seq and RNA-Seq reveals that 6 mA methylation in B. mori is preferentially related with lowly expressed genes and negatively correlated with active gene transcription, which provides a novel regulatory mechanism of DNA 6 mA methylation on target genes. Altogether, these data identify 6 mA methylation in B. mori and demonstrate a crucial role of 6 mA signaling in controlling cell cycle progression.
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Affiliation(s)
- Xiaoyan Wang
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, China
| | - Zhiqing Li
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, China; Chongqing Engineering and Technology Research Center for Novel Silk Materials, Chongqing, China.
| | - Quan Zhang
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, China
| | - Bingqian Li
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, China
| | - Chenchen Lu
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, China
| | - Wanshun Li
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, China
| | - Tingcai Cheng
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, China; Chongqing Engineering and Technology Research Center for Novel Silk Materials, Chongqing, China
| | - Qingyou Xia
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, China; Chongqing Engineering and Technology Research Center for Novel Silk Materials, Chongqing, China
| | - Ping Zhao
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, China; Chongqing Engineering and Technology Research Center for Novel Silk Materials, Chongqing, China
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14
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Min JW, Koh Y, Kim DY, Kim HL, Han JA, Jung YJ, Yoon SS, Choi SS. Identification of Novel Functional Variants of SIN3A and SRSF1 among Somatic Variants in Acute Myeloid Leukemia Patients. Mol Cells 2018; 41:465-475. [PMID: 29764005 PMCID: PMC5974623 DOI: 10.14348/molcells.2018.0051] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Revised: 02/25/2018] [Accepted: 03/08/2018] [Indexed: 12/18/2022] Open
Abstract
The advent of massively parallel sequencing, also called next-generation sequencing (NGS), has dramatically influenced cancer genomics by accelerating the identification of novel molecular alterations. Using a whole genome sequencing (WGS) approach, we identified somatic coding and noncoding variants that may contribute to leukemogenesis in 11 adult Korean acute myeloid leukemia (AML) patients, with serial tumor samples (primary and relapse) available for 5 of them; somatic variants were identified in 187 AML-related genes, including both novel (SIN3A, C10orf53, PTPRR, and RERGL) and well-known (NPM1, RUNX1, and CEPBA) AML-related genes. Notably, SIN3A expression shows prognostic value in AML. A newly designed method, referred to as "hot-zone" analysis, detected two putative functional noncoding variants that can alter transcription factor binding affinity near PPP1R10 and SRSF1. Moreover, the functional importance of the SRSF1 noncoding variant was further investigated by luciferase assays, which showed that the variant is critical for the regulation of gene expression leading to leukemogenesis. We expect that further functional investigation of these coding and noncoding variants will contribute to a more in-depth understanding of the underlying molecular mechanisms of AML and the development of targeted anti-cancer drugs.
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Affiliation(s)
- Jae-Woong Min
- Division of Biomedical Convergence, College of Biomedical Science, Institute of Bioscience & Biotechnology, Kangwon National University, Chuncheon 24341,
Korea
| | - Youngil Koh
- Department of Internal Medicine, Seoul National University Hospital, Seoul 03080,
Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, 03080,
Korea
| | - Dae-Yoon Kim
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, 03080,
Korea
| | - Hyung-Lae Kim
- Department of Biochemistry, School of Medicine, Ewha Woman’s University, Seoul 03760,
Korea
| | - Jeong A Han
- Department of Biochemistry and Molecular Biology, School of Medicine, Kangwon National University, Chuncheon 24341,
Korea
| | - Yu-Jin Jung
- Department of Biological Sciences, Kangwon National University, Chuncheon 24341,
Korea
| | - Sung-Soo Yoon
- Department of Internal Medicine, Seoul National University Hospital, Seoul 03080,
Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, 03080,
Korea
| | - Sun Shim Choi
- Division of Biomedical Convergence, College of Biomedical Science, Institute of Bioscience & Biotechnology, Kangwon National University, Chuncheon 24341,
Korea
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