1
|
Datta S, Patel M, Sathyaseelan C, Ghosh C, Mudgal A, Patel D, Rathinavelan T, Singh U. G-quadruplex landscape and its regulation revealed by a new antibody capture method. Oncotarget 2024; 15:175-198. [PMID: 38484151 PMCID: PMC10939474 DOI: 10.18632/oncotarget.28564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 02/12/2024] [Indexed: 03/17/2024] Open
Abstract
Our understanding of DNA G-quadruplexes (G4s) from in vitro studies has been complemented by genome-wide G4 landscapes from cultured cells. Conventionally, the formation of G4s is accepted to depend on G-repeats such that they form tetrads. However, genome-wide G4s characterized through high-throughput sequencing suggest that these structures form at a large number of regions with no such canonical G4-forming signatures. Many G4-binding proteins have been described with no evidence for any protein that binds to and stabilizes G4s. It remains unknown what fraction of G4s formed in human cells are protein-bound. The G4-chromatin immunoprecipitation (G4-ChIP) method hitherto employed to describe G4 landscapes preferentially reports G4s that get crosslinked to proteins in their proximity. Our current understanding of the G4 landscape is biased against representation of G4s which escape crosslinking as they are not stabilized by protein-binding and presumably transient. We report a protocol that captures G4s from the cells efficiently without any bias as well as eliminates the detection of G4s formed artifactually on crosslinked sheared chromatin post-fixation. We discover that G4s form sparingly at SINEs. An application of this method shows that depletion of a repeat-binding protein CGGBP1 enhances net G4 capture at CGGBP1-dependent CTCF-binding sites and regions of sharp interstrand G/C-skew transitions. Thus, we present an improved method for G4 landscape determination and by applying it we show that sequence property-specific constraints of the nuclear environment mitigate G4 formation.
Collapse
Affiliation(s)
- Subhamoy Datta
- HoMeCell Lab, Discipline of Biological Engineering, Indian Institute of Technology Gandhinagar, Gandhinagar, Gujarat 382355, India
| | - Manthan Patel
- Centre for Genomics and Child Health, Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London E1 2AT, UK
| | - Chakkarai Sathyaseelan
- Department of Biotechnology, Indian Institute of Technology Hyderabad, Kandi Campus, Telangana 502285, India
| | - Chandrama Ghosh
- Azrieli Faculty of Medicine, Bar-Ilan University, Henrietta Szold 8A, Safed 1311502, Israel
| | - Akanksha Mudgal
- Department of Biopharmacy, Medical University of Lublin, Lublin 20059, Poland
| | - Divyesh Patel
- Research Programs Unit, Applied Tumor Genomics Program, Faculty of Medicine, University of Helsinki, Biomedicum, Helsinki 00290, Finland
| | | | - Umashankar Singh
- HoMeCell Lab, Discipline of Biological Engineering, Indian Institute of Technology Gandhinagar, Gandhinagar, Gujarat 382355, India
| |
Collapse
|
2
|
Byeon HE, Choi SE, Kim Y, Choi S, Lee SJ, Kim DH, Mo JS, Jeon JY. HDAC11 Regulates Palmitate-induced NLRP3 Inflammasome Activation by Inducing YAP Expression in THP-1 Cells and PBMCs. Endocrinology 2024; 165:bqae011. [PMID: 38366363 DOI: 10.1210/endocr/bqae011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Indexed: 02/18/2024]
Abstract
Histone deacetylase 11 (HDAC11) has been implicated in the pathogenesis of metabolic diseases characterized by chronic low-grade inflammation, such as obesity. However, the influence of HDAC11 on inflammation and the specific effect of HDAC11 on the palmitic acid (PA)-induced NLR family pyrin domain containing 3 (NLRP3) inflammasome activation are poorly understood. The effect of PA treatment on HDAC11 activity and the NLRP3 inflammasome was investigated in human peripheral blood mononuclear cells and THP-1 cells. The PA-induced responses of key markers of NLRP3 inflammasome activation, including NLRP3 gene expression, caspase-1 p10 activation, cleaved IL-1β production, and extracellular IL-1β release, were assessed as well. The role of HDAC11 was explored using a specific inhibitor of HDAC11 and by knockdown using small interfering (si)HDAC11 RNA. The relationship between HDAC11 and yes-associated protein (YAP) in the PA-induced NLRP3 inflammasome was investigated in THP-1 cells with HDAC11 or YAP knockdown. Following PA treatment, HDAC11 activity and protein levels increased significantly, concomitant with activation of the NLRP3 inflammasome. Notably, PA-induced the upregulation of NLRP3, caspase-1 p10 activation, the production of cleaved IL-1β, and the release of IL-1β into the extracellular space, all of which were attenuated by FT895 treatment and by HDAC11 knockdown. In THP-1 cells, PA induced the expression of YAP and its interaction with NLRP3, resulting in NLRP3 inflammasome activation, whereas both were inhibited by FT895 and siHDAC11 RNA. These findings demonstrate a pivotal role for HDAC11 in the PA-induced activation of the NLRP3 inflammasome. HDAC11 inhibition thus represents a promising therapeutic strategy for mitigating NLRP3 inflammasome-related inflammation in the context of obesity.
Collapse
Affiliation(s)
- Hye-Eun Byeon
- Institute of Medical Science, Ajou University School of Medicine, Suwon, Gyeonggi-do 16499, Republic of Korea
| | - Sung-E Choi
- Department of Physiology, Ajou University School of Medicine, Suwon, Gyeonggi-do 16499, Republic of Korea
| | - Yujin Kim
- Department of Endocrinology and Metabolism, Ajou University School of Medicine, Suwon, Gyeonggi-do 16499, Republic of Korea
- Department of Biomedical Sciences, Graduate School of Ajou University School of Medicine, Suwon, Gyeonggi-do 16499, Republic of Korea
| | - Suji Choi
- Department of Biological Sciences, Hyupsung University, Hwasung-si, Gyeonggi-do 18330, Republic of Korea
| | - Soo-Jin Lee
- Department of Endocrinology and Metabolism, Ajou University School of Medicine, Suwon, Gyeonggi-do 16499, Republic of Korea
| | - Dong Hyun Kim
- Institute of Medical Science, Ajou University School of Medicine, Suwon, Gyeonggi-do 16499, Republic of Korea
- Department of Biomedical Sciences, Graduate School of Ajou University School of Medicine, Suwon, Gyeonggi-do 16499, Republic of Korea
| | - Jung-Soon Mo
- Institute of Medical Science, Ajou University School of Medicine, Suwon, Gyeonggi-do 16499, Republic of Korea
| | - Ja Young Jeon
- Department of Endocrinology and Metabolism, Ajou University School of Medicine, Suwon, Gyeonggi-do 16499, Republic of Korea
| |
Collapse
|
3
|
Mihara N, Imai K. Suppression of Krüppel-like factor 5 basal expression by CREB1 binding to far distal element. Tumour Biol 2023; 45:81-94. [PMID: 37694332 DOI: 10.3233/tub-230017] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/12/2023] Open
Abstract
BACKGROUND Krüppel-like factor 5 (KLF5) is a transcription factor regulating the proliferation and differentiation of epithelial cells, and its uncontrolled expression is closely associated with carcinoma progression. Sp3 binding to the minimal essential region (MER) of KLF5 gene is critical for KLF5 basal expression, but the expression control mechanism is unknown. OBJECTIVE This study aimed to identify a regulatory region for KLF5 basal expression and the binding protein in carcinoma cells by analyzing the promoter upstream region. METHODS Reporter assays determined the silencer region. The protein binding to the region was identified by database analysis and ChIP assay. The protein mediating the interaction between the region and the MER was confirmed through chromosome conformation capture (3 C) on ChIP assay. The effects of the protein on KLF5 expression were analyzed using qRT-PCR and western blot. RESULTS Reporter assay localized the 425-region from upstream KLF5 gene as the silencer. Database analysis and ChIP assay found CREB1 binding to the 425-region. CREB1 siRNA or mutation of CREB1-binding site in the 425-region increased luciferase activities and decreased the binding to 425-region. 3 C on ChIP assay showed that CREB1 mediated interaction of the 425-region and the MER. CREB1 overexpression decreased endogenous KLF5 expression and luciferase activity. CONCLUSIONS The 425-region is the silencer of KLF5 basal expression, and CREB1 binding suppresses the expression.
Collapse
Affiliation(s)
- Nozomi Mihara
- Department of Biochemistry, The Nippon Dental University School of Life Dentistry at Tokyo, Tokyo, Japan
| | - Kazushi Imai
- Department of Biochemistry, The Nippon Dental University School of Life Dentistry at Tokyo, Tokyo, Japan
| |
Collapse
|
4
|
Yang W, Zhang J, Xiao Y, Li W, Wang T. Screening Strategies for High-Yield Chinese Hamster Ovary Cell Clones. Front Bioeng Biotechnol 2022; 10:858478. [PMID: 35782513 PMCID: PMC9247297 DOI: 10.3389/fbioe.2022.858478] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 05/23/2022] [Indexed: 12/20/2022] Open
Abstract
Chinese hamster ovary (CHO) cells are by far the most commonly used mammalian expression system for recombinant expression of therapeutic proteins in the pharmaceutical industry. The development of high-yield stable cell lines requires processes of transfection, selection, screening and adaptation, among which the screening process requires tremendous time and determines the level of forming highly productive monoclonal cell lines. Therefore, how to achieve productive cell lines is a major question prior to industrial manufacturing. Cell line development (CLD) is one of the most critical steps in the production of recombinant therapeutic proteins. Generation of high-yield cell clones is mainly based on the time-consuming, laborious process of selection and screening. With the increase in recombinant therapeutic proteins expressed by CHO cells, CLD has become a major bottleneck in obtaining cell lines for manufacturing. The basic principles for CLD include preliminary screening for high-yield cell pool, single-cell isolation and improvement of productivity, clonality and stability. With the development of modern analysis and testing technologies, various screening methods have been used for CLD to enhance the selection efficiency of high-yield clonal cells. This review provides a comprehensive overview on preliminary screening methods for high-yield cell pool based on drug selective pressure. Moreover, we focus on high throughput methods for isolating high-yield cell clones and increasing the productivity and stability, as well as new screening strategies used for the biopharmaceutical industry.
Collapse
Affiliation(s)
- Wenwen Yang
- Department of Biochemistry and Molecular Biology, Xinxiang Medical University, Xinxiang, China
- International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang, China
| | - Junhe Zhang
- Department of Biochemistry and Molecular Biology, Xinxiang Medical University, Xinxiang, China
- International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang, China
- Institutes of Health Central Plains, Xinxiang Medical University, Xinxiang, China
- *Correspondence: Tianyun Wang, ; Junhe Zhang,
| | - Yunxi Xiao
- Institutes of Health Central Plains, Xinxiang Medical University, Xinxiang, China
| | - Wenqing Li
- Department of Biochemistry and Molecular Biology, Xinxiang Medical University, Xinxiang, China
| | - Tianyun Wang
- Department of Biochemistry and Molecular Biology, Xinxiang Medical University, Xinxiang, China
- International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang, China
- *Correspondence: Tianyun Wang, ; Junhe Zhang,
| |
Collapse
|
5
|
Boldyreva LV, Andreyeva EN, Pindyurin AV. Position Effect Variegation: Role of the Local Chromatin Context in Gene Expression Regulation. Mol Biol 2022. [DOI: 10.1134/s0026893322030049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
|
6
|
Rodriguez S, Ward A, Reckard AT, Shtanko Y, Hull-Crew C, Klocko AD. The genome organization of Neurospora crassa at high resolution uncovers principles of fungal chromosome topology. G3 (BETHESDA, MD.) 2022; 12:jkac053. [PMID: 35244156 PMCID: PMC9073679 DOI: 10.1093/g3journal/jkac053] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 02/25/2022] [Indexed: 01/17/2023]
Abstract
The eukaryotic genome must be precisely organized for its proper function, as genome topology impacts transcriptional regulation, cell division, replication, and repair, among other essential processes. Disruptions to human genome topology can lead to diseases, including cancer. The advent of chromosome conformation capture with high-throughput sequencing (Hi-C) to assess genome organization has revolutionized the study of nuclear genome topology; Hi-C has elucidated numerous genomic structures, including chromosomal territories, active/silent chromatin compartments, Topologically Associated Domains, and chromatin loops. While low-resolution heatmaps can provide important insights into chromosomal level contacts, high-resolution Hi-C datasets are required to reveal folding principles of individual genes. Of particular interest are high-resolution chromosome conformation datasets of organisms modeling the human genome. Here, we report the genome topology of the fungal model organism Neurospora crassa at a high resolution. Our composite Hi-C dataset, which merges 2 independent datasets generated with restriction enzymes that monitor euchromatin (DpnII) and heterochromatin (MseI), along with our DpnII/MseI double digest dataset, provide exquisite detail for both the conformation of entire chromosomes and the folding of chromatin at the resolution of individual genes. Within constitutive heterochromatin, we observe strong yet stochastic internal contacts, while euchromatin enriched with either activating or repressive histone post-translational modifications associates with constitutive heterochromatic regions, suggesting intercompartment contacts form to regulate transcription. Consistent with this, a strain with compromised heterochromatin experiences numerous changes in gene expression. Our high-resolution Neurospora Hi-C datasets are outstanding resources to the fungal community and provide valuable insights into higher organism genome topology.
Collapse
Affiliation(s)
- Sara Rodriguez
- Department of Chemistry & Biochemistry, University of Colorado Colorado Springs, Colorado Springs, CO 80918, USA
| | - Ashley Ward
- Department of Chemistry & Biochemistry, University of Colorado Colorado Springs, Colorado Springs, CO 80918, USA
| | - Andrew T Reckard
- Department of Chemistry & Biochemistry, University of Colorado Colorado Springs, Colorado Springs, CO 80918, USA
| | - Yulia Shtanko
- Department of Chemistry & Biochemistry, University of Colorado Colorado Springs, Colorado Springs, CO 80918, USA
| | - Clayton Hull-Crew
- Department of Chemistry & Biochemistry, University of Colorado Colorado Springs, Colorado Springs, CO 80918, USA
| | - Andrew D Klocko
- Department of Chemistry & Biochemistry, University of Colorado Colorado Springs, Colorado Springs, CO 80918, USA
| |
Collapse
|
7
|
Marx N, Eisenhut P, Weinguny M, Klanert G, Borth N. How to train your cell - Towards controlling phenotypes by harnessing the epigenome of Chinese hamster ovary production cell lines. Biotechnol Adv 2022; 56:107924. [PMID: 35149147 DOI: 10.1016/j.biotechadv.2022.107924] [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: 12/28/2021] [Revised: 02/03/2022] [Accepted: 02/04/2022] [Indexed: 11/24/2022]
Abstract
Recent advances in omics technologies and the broad availability of big datasets have revolutionized our understanding of Chinese hamster ovary cells in their role as the most prevalent host for production of complex biopharmaceuticals. In consequence, our perception of this "workhorse of the biopharmaceutical industry" has successively shifted from that of a nicely working, but unknown recombinant protein producing black box to a biological system governed by multiple complex regulatory layers that might possibly be harnessed and manipulated at will. Despite the tremendous progress that has been made to characterize CHO cells on various omics levels, our understanding is still far from complete. The well-known inherent genetic plasticity of any immortalized and rapidly dividing cell line also characterizes CHO cells and can lead to problematic instability of recombinant protein production. While the high mutational frequency has been a focus of CHO cell research for decades, the impact of epigenetics and its role in differential gene expression has only recently been addressed. In this review we provide an overview about the current understanding of epigenetic regulation in CHO cells and discuss its significance for shaping the cell's phenotype. We also look into current state-of-the-art technology that can be applied to harness and manipulate the epigenetic network so as to nudge CHO cells towards a specific phenotype. Here, we revise current strategies on site-directed integration and random as well as targeted epigenome modifications. Finally, we address open questions that need to be investigated to exploit the full repertoire of fine-tuned control of multiplexed gene expression using epigenetic and systems biology tools.
Collapse
Affiliation(s)
- Nicolas Marx
- University of Natural Resources and Life Sciences, Vienna, Austria
| | - Peter Eisenhut
- Austrian Centre for Industrial Biotechnology GmbH, Vienna, Austria
| | - Marcus Weinguny
- University of Natural Resources and Life Sciences, Vienna, Austria; Austrian Centre for Industrial Biotechnology GmbH, Vienna, Austria
| | - Gerald Klanert
- Austrian Centre for Industrial Biotechnology GmbH, Vienna, Austria
| | - Nicole Borth
- University of Natural Resources and Life Sciences, Vienna, Austria; Austrian Centre for Industrial Biotechnology GmbH, Vienna, Austria.
| |
Collapse
|
8
|
Cre/Lox-based RMCE for Site-specific Integration in CHO Cells. BIOTECHNOL BIOPROC E 2021. [DOI: 10.1007/s12257-020-0332-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
9
|
Transcriptional regulation of CYP19 by cohesin-mediated chromosome tethering in human granulosa cells. Biochem Biophys Rep 2021; 27:101086. [PMID: 34368471 PMCID: PMC8326343 DOI: 10.1016/j.bbrep.2021.101086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 06/25/2021] [Accepted: 07/20/2021] [Indexed: 11/22/2022] Open
Abstract
Human CYP19 spans a region of chromosome 15 of approximately 130 kb and encodes aromatase, an enzyme required for estrogen synthesis. In the human granulosa cell-line KGN, there are seven open chromatin regions within the CYP19 locus. In this study, we demonstrate that two of these regions ~40 kb upstream and ~15 kb downstream of the CYP19 promoter are cohesin-loading sites, physically interacting with the promoter to negatively and positively regulate transcription, respectively. These observations suggest that CYP19 expression is controlled by a balance between the upstream silencer and downstream enhancer. When cohesin is depleted, CYP19 expression is elevated since the silencer is 2.5-fold further from the promoter than the enhancer and most likely depends on cohesin-mediated tethering to influence expression. Silencer and enhancer elements of CYP19 were identified in the human granulosa cell-line KGN. The silencer and enhancer elements both interacted with the CYP19 promoter through cohesin-mediated chromosome tethering. A balance between the activity of the silencer and enhancer element controls CYP19 expression.
Collapse
|
10
|
Tian L, Ku L, Yuan Z, Wang C, Su H, Wang S, Song X, Dou D, Ren Z, Lai J, Liu T, Du C, Chen Y. Large-scale reconstruction of chromatin structures of maize temperate and tropical inbred lines. JOURNAL OF EXPERIMENTAL BOTANY 2021; 72:3582-3596. [PMID: 33677565 DOI: 10.1093/jxb/erab087] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Accepted: 02/26/2021] [Indexed: 06/12/2023]
Abstract
Maize is a model plant species often used for genetics and genomics research because of its genetic diversity. There are prominent morphological, genetic, and epigenetic variations between tropical and temperate maize lines. However, the genome-wide chromatin conformations of these two maize types remain unexplored. We applied a Hi-C approach to compare the genome-wide chromatin interactions between temperate inbred line D132 and tropical line CML288. A reconstructed maize three-dimensional genome model revealed the spatial segregation of the global A and B compartments. The A compartments contain enriched genes and active epigenome marks, whereas the B compartments are gene-poor, transcriptionally silent chromatin regions. Whole-genome analyses indicated that the global A compartment content of CML288 was 3.12% lower than that of D132. Additionally, global and A/B sub-compartments were associated with differential gene expression and epigenetic changes between two inbred lines. About 25.3% of topologically associating domains (TADs) were determined to be associated with complex domain-level modifications that induced transcriptional changes, indicative of a large-scale reorganization of chromatin structures between the inbred maize lines. Furthermore, differences in chromatin interactions between the two lines correlated with epigenetic changes. These findings provide a solid foundation for the wider plant community to further investigate the genome-wide chromatin structures in other plant species.
Collapse
Affiliation(s)
- Lei Tian
- College of Agronomy, Henan Agricultural University, Zhengzhou, China
- Synergetic Innovation Centre of Henan Grain Crops and National Key Laboratory of Wheat and Maize Crop Science, Zhengzhou, China
- Henan Institute of Science and Technology for Development, Zhengzhou, China
| | - Lixia Ku
- College of Agronomy, Henan Agricultural University, Zhengzhou, China
- Synergetic Innovation Centre of Henan Grain Crops and National Key Laboratory of Wheat and Maize Crop Science, Zhengzhou, China
| | - Zan Yuan
- Annoroad Gene Technology Co., Ltd, Beijing, China
| | - Cuiling Wang
- College of Agronomy, Henan University of Science and Technology, Luoyang, China
| | - Huihui Su
- College of Agronomy, Henan Agricultural University, Zhengzhou, China
- Synergetic Innovation Centre of Henan Grain Crops and National Key Laboratory of Wheat and Maize Crop Science, Zhengzhou, China
| | - Shunxi Wang
- College of Agronomy, Henan Agricultural University, Zhengzhou, China
- Synergetic Innovation Centre of Henan Grain Crops and National Key Laboratory of Wheat and Maize Crop Science, Zhengzhou, China
| | - Xiaoheng Song
- College of Agronomy, Henan Agricultural University, Zhengzhou, China
- Synergetic Innovation Centre of Henan Grain Crops and National Key Laboratory of Wheat and Maize Crop Science, Zhengzhou, China
| | - Dandan Dou
- College of Agronomy, Henan Agricultural University, Zhengzhou, China
- Synergetic Innovation Centre of Henan Grain Crops and National Key Laboratory of Wheat and Maize Crop Science, Zhengzhou, China
| | - Zhenzhen Ren
- College of Agronomy, Henan Agricultural University, Zhengzhou, China
- Synergetic Innovation Centre of Henan Grain Crops and National Key Laboratory of Wheat and Maize Crop Science, Zhengzhou, China
| | - Jinsheng Lai
- State Key Laboratory of Agrobiotechnology and National Maize Improvement Center, Department of Plant Genetics and Breeding, China Agricultural University, Beijing, China
| | - Tao Liu
- Annoroad Gene Technology Co., Ltd, Beijing, China
| | - Chunguang Du
- Department of Biology, Montclair State University, Montclair, NJ, USA
| | - Yanhui Chen
- College of Agronomy, Henan Agricultural University, Zhengzhou, China
- Synergetic Innovation Centre of Henan Grain Crops and National Key Laboratory of Wheat and Maize Crop Science, Zhengzhou, China
| |
Collapse
|
11
|
Utilizing systems biology to reveal cellular responses to peroxisome proliferator-activated receptor γ ligand exposure. Curr Res Toxicol 2021; 2:169-178. [PMID: 34345858 PMCID: PMC8320640 DOI: 10.1016/j.crtox.2021.03.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Revised: 02/28/2021] [Accepted: 03/08/2021] [Indexed: 12/13/2022] Open
Abstract
Human (HepG2) cells were exposed to PPARγ ligands to induce systems-level effects. Ciglitazone decreases HepG2 cell viability while GW 9662 had no effect. Ciglitazone and GW 9662 increase neutral lipids as a function of concentration. Cholesterol biosynthesis transcripts are affected by ciglitazone and GW 9662. Ciglitazone alters lipid profiles but GW 9662 was similar to vehicle-exposed cells.
Peroxisome proliferator-activated receptor γ (PPARγ) is a nuclear receptor that, upon activation by ligands, heterodimerizes with retinoid X receptor (RXR), binds to PPAR response elements (PPREs), and activates transcription of downstream genes. As PPARγ plays a central role in adipogenesis, fatty acid storage, and glucose metabolism, PPARγ-specific pharmaceuticals (e.g., thiazolidinediones) have been developed to treat Type II diabetes and obesity within human populations. However, to our knowledge, no prior studies have concurrently assessed the effects of PPARγ ligand exposure on genome-wide PPARγ binding as well as effects on the transcriptome and lipidome within human cells at biologically active, non-cytotoxic concentrations. In addition to quantifying concentration-dependent effects of ciglitazone (a reference PPARγ agonist) and GW 9662 (a reference PPARγ antagonist) on human hepatocarcinoma (HepG2) cell viability, PPARγ abundance in situ, and neutral lipids, HepG2 cells were exposed to either vehicle (0.1% DMSO), ciglitazone, or GW 9662 for up to 24 h, and then harvested for 1) chromatin immunoprecipitation-sequencing (ChIP-seq) to identify PPARγ-bound regions across the entire genome, 2) mRNA-sequencing (mRNA-seq) to identify potential impacts on the transcriptome, and 3) lipidomics to identify potential alterations in lipid profiles. Following exposure to ciglitazone and GW 9662, we found that PPARγ levels were not significantly different after 2–8 h of exposure. While ciglitazone and GW 9662 resulted in a concentration-dependent increase in neutral lipids, the magnitude and localization of PPARγ-bound regions across the genome (as identified by ChIP-seq) did not vary by treatment. However, mRNA-seq and lipidomics revealed that exposure of HepG2 cells to ciglitazone and GW 9662 resulted in significant, treatment-specific effects on the transcriptome and lipidome. Overall, our findings suggest that exposure of human cells to PPARγ ligands at biologically active, non-cytotoxic concentrations results in toxicity that may be driven by a combination of both PPARγ-dependent and PPARγ-independent mechanisms.
Collapse
|
12
|
Kaminski S, Adjali O, Jacquet C, Garaude J, Keriel A, Lassaux A, Hipskind R, Sitbon M, Taylor N, Villalba M. The protooncogene Vav1 regulates murine leukemia virus-induced T-cell leukemogenesis. Oncoimmunology 2021; 1:600-608. [PMID: 22934252 PMCID: PMC3429564 DOI: 10.4161/onci.20225] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Vav1 is expressed exclusively in hematopoietic cells and is required for T cell development and activation. Vav1-deficient mice show thymic hypocellularity due to a partial block during thymocyte development at the DN3 stage and between the double positive (DP) and single positive (SP) transition. Vav1 has been shown to play a significant role in several non-hematopoietic tumors but its role in leukemogenesis is unknown. To address this question, we investigated the role of Vav1 in retrovirus-induced T cell leukemogenesis. Infection of Vav1-deficient mice with the Moloney strain of murine leukemia virus (M-MuLV) significantly affected tumor phenotype without modulating tumor incidence or latency. M-MuLV-infected Vav1-deficient mice showed reduced splenomegaly, higher hematocrit levels and hypertrophic thymi. Notably, Vav1-deficient mice with M-MuLV leukemias presented with markedly lower TCRβ/CD3 levels, indicating that transformation occurred at an earlier stage of T cell development than in WT mice. Thus, impaired T cell development modulates the outcome of retrovirus-induced T cell leukemias, demonstrating a link between T cell development and T cell leukemogenesis.
Collapse
Affiliation(s)
- Sandra Kaminski
- Institut de Génétique Moléculaire de Montpellier; UMR 5535; CNRS; Montpellier, France
| | | | | | | | | | | | | | | | | | | |
Collapse
|
13
|
Yang H, Chen L, Sun Q, Yao F, Muhammad S, Sun C. The role of HDAC11 in obesity-related metabolic disorders: A critical review. J Cell Physiol 2021; 236:5582-5591. [PMID: 33481312 DOI: 10.1002/jcp.30286] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 12/15/2020] [Accepted: 01/07/2021] [Indexed: 12/22/2022]
Abstract
At present, metabolic diseases, such as obesity and diabetes, have become the world's top health threats. These diseases are closely related to the abnormal development and function of adipocytes and metabolic inflammation associated with obesity. Histone deacetylase 11 (HDAC11), with a relatively unique structure and function in the HDAC family, plays a vital role in regulating cell growth, migration, and cell death. Currently, research on new key regulatory functions of HDAC11 in metabolic homeostasis is receiving more and more attention, and HDAC11 has also become a potential therapeutic target in the treatment of obesity and obesity-related diseases. Here, we summarized the latest literature on the role of HDAC11 in regulating the progress of obesity-related metabolic disorders.
Collapse
Affiliation(s)
- Hong Yang
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi, China
| | - Lingling Chen
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi, China
| | - Qian Sun
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi, China
| | - Fangyao Yao
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi, China
| | - Saeed Muhammad
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi, China.,Department of Poultry Science, Faculty of Animal Production and Technology, Cholistan University of Veterinary and Animal Sciences, Bahawalpur, Pakistan
| | - Chao Sun
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi, China
| |
Collapse
|
14
|
Yoshizaki K, Kimura R, Kobayashi H, Oki S, Kikkawa T, Mai L, Koike K, Mochizuki K, Inada H, Matsui Y, Kono T, Osumi N. Paternal age affects offspring via an epigenetic mechanism involving REST/NRSF. EMBO Rep 2021; 22:e51524. [PMID: 33399271 PMCID: PMC7857438 DOI: 10.15252/embr.202051524] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Revised: 11/22/2020] [Accepted: 11/25/2020] [Indexed: 12/14/2022] Open
Abstract
Advanced paternal age can have deleterious effects on various traits in the next generation. Here, we establish a paternal‐aging model in mice to understand the molecular mechanisms of transgenerational epigenetics. Whole‐genome target DNA methylome analyses of sperm from aged mice reveal more hypo‐methylated genomic regions enriched in REST/NRSF binding motifs. Gene set enrichment analyses also reveal the upregulation of REST/NRSF target genes in the forebrain of embryos from aged fathers. Offspring derived from young mice administrated with a DNA de‐methylation drug phenocopy the abnormal vocal communication of pups derived from aged fathers. In conclusion, hypo‐methylation of sperm DNA can be a key molecular feature modulating neurodevelopmental programs in offspring by causing fluctuations in the expression of REST/NRSF target genes.
Collapse
Affiliation(s)
- Kaichi Yoshizaki
- Department of Developmental Neuroscience, Tohoku University Graduate School of Medicine, Sendai, Japan.,Department of Disease Model, Aichi Developmental Disability Center, Aichi, Japan
| | - Ryuichi Kimura
- Department of Developmental Neuroscience, Tohoku University Graduate School of Medicine, Sendai, Japan.,Department of Drug Discovery Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Hisato Kobayashi
- NODAI Genome Research Center, Tokyo University of Agriculture, Tokyo, Japan.,Department of Embryology, Nara Medical University, Nara, Japan.,The Japan Agency for Medical Research and Development-Core Research for Evolutional Science and Technology (AMED-CREST), Tokyo, Japan
| | - Shinya Oki
- Department of Drug Discovery Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Takako Kikkawa
- Department of Developmental Neuroscience, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Lingling Mai
- Department of Developmental Neuroscience, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Kohei Koike
- Department of Developmental Neuroscience, Tohoku University Graduate School of Medicine, Sendai, Japan.,Department of Physiology, Center for Integrative Physiology and Molecular Medicine, Saarland University School of Medicine, Homburg, Germany
| | - Kentaro Mochizuki
- Department of Developmental Neuroscience, Tohoku University Graduate School of Medicine, Sendai, Japan.,Cell Resource Center for Biomedical Research, Institute of Development, Aging and Cancer, Tohoku University, Sendai, Japan
| | - Hitoshi Inada
- Department of Developmental Neuroscience, Tohoku University Graduate School of Medicine, Sendai, Japan.,Laboratory of Health and Sports Science, Division of Biomedical Engineering for Health and Welfare, Tohoku University Graduate School of Biomedical Engineering, Sendai, Japan
| | - Yasuhisa Matsui
- The Japan Agency for Medical Research and Development-Core Research for Evolutional Science and Technology (AMED-CREST), Tokyo, Japan.,Cell Resource Center for Biomedical Research, Institute of Development, Aging and Cancer, Tohoku University, Sendai, Japan
| | - Tomohiro Kono
- The Japan Agency for Medical Research and Development-Core Research for Evolutional Science and Technology (AMED-CREST), Tokyo, Japan.,Department of Bioscience, Tokyo University of Agriculture, Tokyo, Japan
| | - Noriko Osumi
- Department of Developmental Neuroscience, Tohoku University Graduate School of Medicine, Sendai, Japan.,The Japan Agency for Medical Research and Development-Core Research for Evolutional Science and Technology (AMED-CREST), Tokyo, Japan
| |
Collapse
|
15
|
Kim YH, Lazar MA. Transcriptional Control of Circadian Rhythms and Metabolism: A Matter of Time and Space. Endocr Rev 2020; 41:5835826. [PMID: 32392281 PMCID: PMC7334005 DOI: 10.1210/endrev/bnaa014] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Accepted: 05/04/2020] [Indexed: 02/07/2023]
Abstract
All biological processes, living organisms, and ecosystems have evolved with the Sun that confers a 24-hour periodicity to life on Earth. Circadian rhythms arose from evolutionary needs to maximize daily organismal fitness by enabling organisms to mount anticipatory and adaptive responses to recurrent light-dark cycles and associated environmental changes. The clock is a conserved feature in nearly all forms of life, ranging from prokaryotes to virtually every cell of multicellular eukaryotes. The mammalian clock comprises transcription factors interlocked in negative feedback loops, which generate circadian expression of genes that coordinate rhythmic physiology. In this review, we highlight previous and recent studies that have advanced our understanding of the transcriptional architecture of the mammalian clock, with a specific focus on epigenetic mechanisms, transcriptomics, and 3-dimensional chromatin architecture. In addition, we discuss reciprocal ways in which the clock and metabolism regulate each other to generate metabolic rhythms. We also highlight implications of circadian biology in human health, ranging from genetic and environment disruptions of the clock to novel therapeutic opportunities for circadian medicine. Finally, we explore remaining fundamental questions and future challenges to advancing the field forward.
Collapse
Affiliation(s)
- Yong Hoon Kim
- Institute for Diabetes, Obesity, and Metabolism, and Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Mitchell A Lazar
- Institute for Diabetes, Obesity, and Metabolism, and Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| |
Collapse
|
16
|
Hall ECR, Murgatroyd C, Stebbings GK, Cunniffe B, Harle L, Salter M, Ramadass A, Westra JW, Hunter E, Akoulitchev A, Williams AG. The Prospective Study of Epigenetic Regulatory Profiles in Sport and Exercise Monitored Through Chromosome Conformation Signatures. Genes (Basel) 2020; 11:E905. [PMID: 32784689 PMCID: PMC7464522 DOI: 10.3390/genes11080905] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 08/03/2020] [Accepted: 08/05/2020] [Indexed: 01/09/2023] Open
Abstract
The integration of genetic and environmental factors that regulate the gene expression patterns associated with exercise adaptation is mediated by epigenetic mechanisms. The organisation of the human genome within three-dimensional space, known as chromosome conformation, has recently been shown as a dynamic epigenetic regulator of gene expression, facilitating the interaction of distal genomic regions due to tight and regulated packaging of chromosomes in the cell nucleus. Technological advances in the study of chromosome conformation mean a new class of biomarker-the chromosome conformation signature (CCS)-can identify chromosomal interactions across several genomic loci as a collective marker of an epigenomic state. Investigative use of CCSs in biological and medical research shows promise in identifying the likelihood that a disease state is present or absent, as well as an ability to prospectively stratify individuals according to their likely response to medical intervention. The association of CCSs with gene expression patterns suggests that there are likely to be CCSs that respond, or regulate the response, to exercise and related stimuli. The present review provides a contextual background to CCS research and a theoretical framework discussing the potential uses of this novel epigenomic biomarker within sport and exercise science and medicine.
Collapse
Affiliation(s)
- Elliott C. R. Hall
- Department of Sport and Exercise Sciences, Manchester Metropolitan University, Manchester M1 5GD, UK; (G.K.S.); (A.G.W.)
| | | | - Georgina K. Stebbings
- Department of Sport and Exercise Sciences, Manchester Metropolitan University, Manchester M1 5GD, UK; (G.K.S.); (A.G.W.)
| | - Brian Cunniffe
- English Institute of Sport, Nottingham NG12 2LU, UK;
- Institute of Sport, Exercise and Health, University College London, London W1T 7HA, UK
| | - Lee Harle
- Holos Life Sciences, Oxford OX1 3HA, UK;
| | - Matthew Salter
- Oxford BioDynamics, Oxford OX4 2JZ, UK; (M.S.); (A.R.); (J.W.W.); (E.H.); (A.A.)
| | - Aroul Ramadass
- Oxford BioDynamics, Oxford OX4 2JZ, UK; (M.S.); (A.R.); (J.W.W.); (E.H.); (A.A.)
| | - Jurjen W. Westra
- Oxford BioDynamics, Oxford OX4 2JZ, UK; (M.S.); (A.R.); (J.W.W.); (E.H.); (A.A.)
| | - Ewan Hunter
- Oxford BioDynamics, Oxford OX4 2JZ, UK; (M.S.); (A.R.); (J.W.W.); (E.H.); (A.A.)
| | | | - Alun G. Williams
- Department of Sport and Exercise Sciences, Manchester Metropolitan University, Manchester M1 5GD, UK; (G.K.S.); (A.G.W.)
- Institute of Sport, Exercise and Health, University College London, London W1T 7HA, UK
| |
Collapse
|
17
|
Exploitation of Hi-C sequencing for improvement of genome assembly and in-vitro validation of differentially expressing genes in Jatropha curcas L. 3 Biotech 2020; 10:91. [PMID: 32089986 DOI: 10.1007/s13205-020-2082-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Accepted: 01/20/2020] [Indexed: 10/25/2022] Open
Abstract
Jatropha curcas is one of the major sources of renewable energy due to potential use of its oil as a biofuel. The genome of this crop is constituted by the high content of repetitive elements. We employed the Hi-C proximity ligation technique to re-scaffold our existing hybrid genome assembly of an elite genotype (RJC1) developed using Illumina and Pacbio technologies. We assembled 99.81% of non-truncated reads to achieve 266.80 Mbp of the genome with an N50 value of 1.58 Mb. Furthermore, we compared the efficiency of Hi-C-augmented genome assembly with the hybrid genome assembly and observed a ~ 50% reduction in scaffolds and a tenfold increase in the N50 value. The gene ontology analysis revealed the identification of terms for molecular function (45.52%), cellular component (33.47%), and biological function (20.99%). Comparative genomic analysis of 13-plant species showed the conservation of 414 lipid metabolizing genes identified in the KEGG pathway analysis. Differential gene expression (DGE) studies were conducted in the healthy and Jatropha mosaic virus-infected leaves via RNA-seq analysis and observed gene expression changes for 2185 genes. Out of these, we observed 546 genes having more than two-fold change of transcript level and among these 259 genes were down-regulated and 287 genes were up-regulated. To validate RNA-seq data, two DEGs were selected for gene expression analysis using qRT-PCR and the data was in correlation with in silico results. RNA-seq analysis further shows the identification of some of the candidate genes and may be useful to develop JMV resistant plants after functional validation. This Hi-C genome assembly provides a detailed accurate reference genome which could be utilized to improve Jatropha and other economically important Euphorbiaceae family members.
Collapse
|
18
|
Aeschlimann SH, Graf C, Mayilo D, Lindecker H, Urda L, Kappes N, Burr AL, Simonis M, Splinter E, Min M, Laux H. Enhanced CHO Clone Screening: Application of Targeted Locus Amplification and Next‐Generation Sequencing Technologies for Cell Line Development. Biotechnol J 2019; 14:e1800371. [DOI: 10.1002/biot.201800371] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Revised: 12/20/2018] [Indexed: 12/20/2022]
Affiliation(s)
- Samuel H. Aeschlimann
- Novartis Institutes for BioMedical Research, Integrated Biologics Profiling UnitCH‐4002 Basel Switzerland
| | - Christian Graf
- Novartis Technical R&D, Technical Development BiosimilarsHexal AG, Keltenring 1+3 82041 Oberhaching Germany
| | - Dmytro Mayilo
- Novartis Institutes for BioMedical Research, Integrated Biologics Profiling UnitCH‐4002 Basel Switzerland
| | - Hélène Lindecker
- Novartis Institutes for BioMedical Research, Integrated Biologics Profiling UnitCH‐4002 Basel Switzerland
| | - Lorena Urda
- Novartis Institutes for BioMedical Research, Integrated Biologics Profiling UnitCH‐4002 Basel Switzerland
| | - Nora Kappes
- Novartis Institutes for BioMedical Research, Integrated Biologics Profiling UnitCH‐4002 Basel Switzerland
| | - Alicia Leone Burr
- Novartis Institutes for BioMedical Research, Integrated Biologics Profiling UnitCH‐4002 Basel Switzerland
| | | | - Erik Splinter
- Cergentis B.VYalelaan 62 3584 CM Utrecht The Netherlands
| | - Max Min
- Cergentis B.VYalelaan 62 3584 CM Utrecht The Netherlands
| | - Holger Laux
- Novartis Institutes for BioMedical Research, Integrated Biologics Profiling UnitCH‐4002 Basel Switzerland
| |
Collapse
|
19
|
Maurer M, Lammerding J. The Driving Force: Nuclear Mechanotransduction in Cellular Function, Fate, and Disease. Annu Rev Biomed Eng 2019; 21:443-468. [PMID: 30916994 DOI: 10.1146/annurev-bioeng-060418-052139] [Citation(s) in RCA: 142] [Impact Index Per Article: 28.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Cellular behavior is continuously affected by microenvironmental forces through the process of mechanotransduction, in which mechanical stimuli are rapidly converted to biochemical responses. Mounting evidence suggests that the nucleus itself is a mechanoresponsive element, reacting to cytoskeletal forces and mediating downstream biochemical responses. The nucleus responds through a host of mechanisms, including partial unfolding, conformational changes, and phosphorylation of nuclear envelope proteins; modulation of nuclear import/export; and altered chromatin organization, resulting in transcriptional changes. It is unclear which of these events present direct mechanotransduction processes and which are downstream of other mechanotransduction pathways. We critically review and discuss the current evidence for nuclear mechanotransduction, particularly in the context of stem cell fate, a largely unexplored topic, and in disease, where an improved understanding of nuclear mechanotransduction is beginning to open new treatment avenues. Finally, we discuss innovative technological developments that will allow outstanding questions in the rapidly growing field of nuclear mechanotransduction to be answered.
Collapse
Affiliation(s)
- Melanie Maurer
- Meinig School of Biomedical Engineering and Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, New York 14853, USA; ,
| | - Jan Lammerding
- Meinig School of Biomedical Engineering and Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, New York 14853, USA; ,
| |
Collapse
|
20
|
Chowdhury IH, Narra HP, Sahni A, Khanipov K, Fofanov Y, Sahni SK. Enhancer Associated Long Non-coding RNA Transcription and Gene Regulation in Experimental Models of Rickettsial Infection. Front Immunol 2019; 9:3014. [PMID: 30687302 PMCID: PMC6333757 DOI: 10.3389/fimmu.2018.03014] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2018] [Accepted: 12/05/2018] [Indexed: 12/20/2022] Open
Abstract
Recent discovery that much of the mammalian genome does not encode protein-coding genes (PCGs) has brought widespread attention to long noncoding RNAs (lncRNAs) as a novel layer of biological regulation. Enhancer lnc (elnc) RNAs from the enhancer regions of the genome carry the capacity to regulate PCGs in cis or in trans. Spotted fever rickettsioses represent the consequence of host infection with Gram-negative, obligate intracellular bacteria in the Genus Rickettsia. Despite being implicated in the pathways of infection and inflammation, the roles of lncRNAs in host response to Rickettsia species have remained a mystery. We have profiled the expression of host lncRNAs during infection of susceptible mice with R. conorii as a model closely mimicking the pathogenesis of human spotted fever rickettsioses. RNA sequencing on the lungs of infected hosts yielded reads mapping to 74,964 non-coding RNAs, 206 and 277 of which were determined to be significantly up- and down-regulated, respectively, in comparison to uninfected controls. Following removal of short non-coding RNAs and ambiguous transcripts, remaining transcripts underwent in-depth analysis of mouse lung epigenetic signatures H3K4Me1 and H3K4Me3, active transcript markers (POLR2A, p300, CTCF), and DNaseI hypersensitivity sites to identify two potentially active and highly up-regulated elncRNAs NONMMUT013718 and NONMMUT024103. Using Hi-3C sequencing resource, we further determined that genomic loci of NONMMUT013718 and NONMMUT024103 might interact with and regulate the expression of nearby PCGs, namely Id2 (inhibitor of DNA binding 2) and Apol10b (apolipoprotein 10b), respectively. Heterologous reporter assays confirmed the activity of elncRNAs as the inducers of their predicted PCGs. In the lungs of infected mice, expression of both elncRNAs and their targets was significantly higher than mock-infected controls. Induced expression of NONMMUT013718/Id2 in murine macrophages and NONMMUT024103/Apol10b in endothelial cells was also clearly evident during R. conorii infection in vitro. Finally, shRNA mediated knock-down of NONMMUT013718 and NONMMUT024103 elncRNAs resulted in reduced expression of endogenous Id2 and Apl10b, demonstrating the regulatory roles of these elncRNAs on their target PCGs. Our results provide very first experimental evidence suggesting altered expression of pulmonary lncRNAs and elncRNA-mediated regulation of PCGs involved in immunity and during host interactions with pathogenic rickettsiae.
Collapse
Affiliation(s)
- Imran H Chowdhury
- Department of Pathology, University of Texas Medical Branch, Galveston, TX, United States
| | - Hema P Narra
- Department of Pathology, University of Texas Medical Branch, Galveston, TX, United States
| | - Abha Sahni
- Department of Pathology, University of Texas Medical Branch, Galveston, TX, United States.,Institute for Human Infections and Immunity, University of Texas Medical Branch, University Boulevard, Galveston, TX, United States
| | - Kamil Khanipov
- Department of Pharmacology, University of Texas Medical Branch, University Boulevard, Galveston, TX, United States
| | - Yuriy Fofanov
- Department of Pharmacology, University of Texas Medical Branch, University Boulevard, Galveston, TX, United States
| | - Sanjeev K Sahni
- Department of Pathology, University of Texas Medical Branch, Galveston, TX, United States.,Institute for Human Infections and Immunity, University of Texas Medical Branch, University Boulevard, Galveston, TX, United States
| |
Collapse
|
21
|
Riaz S, Sui Z, Niaz Z, Khan S, Liu Y, Liu H. Distinctive Nuclear Features of Dinoflagellates with A Particular Focus on Histone and Histone-Replacement Proteins. Microorganisms 2018; 6:E128. [PMID: 30558155 PMCID: PMC6313786 DOI: 10.3390/microorganisms6040128] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2018] [Revised: 11/29/2018] [Accepted: 12/11/2018] [Indexed: 11/30/2022] Open
Abstract
Dinoflagellates are important eukaryotic microorganisms that play critical roles as producers and grazers, and cause harmful algal blooms. The unusual nuclei of dinoflagellates "dinokaryon" have led researchers to investigate their enigmatic nuclear features. Their nuclei are unusual in terms of their permanently condensed nucleosome-less chromatin, immense genome, low protein to DNA ratio, guanine-cytosine rich methylated DNA, and unique mitosis process. Furthermore, dinoflagellates are the only known group of eukaryotes that apparently lack histone proteins. Over the course of evolution, dinoflagellates have recruited other proteins, e.g., histone-like proteins (HLPs), from bacteria and dinoflagellates/viral nucleoproteins (DVNPs) from viruses as histone substitutes. Expression diversity of these nucleoproteins has greatly influenced the chromatin structure and gene expression regulation in dinoflagellates. Histone replacement proteins (HLPs and DVNPs) are hypothesized to perform a few similar roles as histone proteins do in other eukaryotes, i.e., gene expression regulation and repairing DNA. However, their role in bulk packaging of DNA is not significant as low amounts of proteins are associated with the gigantic genome. This review intends to summarize the discoveries encompassing unique nuclear features of dinoflagellates, particularly focusing on histone and histone replacement proteins. In addition, a comprehensive view of the evolution of dinoflagellate nuclei is presented.
Collapse
Affiliation(s)
- Sadaf Riaz
- Key Laboratory of Marine Genetics and Breeding (Ocean University of China), Ministry of Education, Qingdao, 266003, China.
- Department of Microbiology, University of Veterinary and Animal Sciences, Lahore 54000, Pakistan.
| | - Zhenghong Sui
- Key Laboratory of Marine Genetics and Breeding (Ocean University of China), Ministry of Education, Qingdao, 266003, China.
| | - Zeeshan Niaz
- Key Laboratory of Marine Genetics and Breeding (Ocean University of China), Ministry of Education, Qingdao, 266003, China.
- Department of Microbiology, Hazara University, Mansehra 21120, Pakistan.
| | - Sohrab Khan
- Key Laboratory of Marine Genetics and Breeding (Ocean University of China), Ministry of Education, Qingdao, 266003, China.
- Department of Microbiology, Hazara University, Mansehra 21120, Pakistan.
| | - Yuan Liu
- Key Laboratory of Marine Genetics and Breeding (Ocean University of China), Ministry of Education, Qingdao, 266003, China.
| | - Haoxin Liu
- Key Laboratory of Marine Genetics and Breeding (Ocean University of China), Ministry of Education, Qingdao, 266003, China.
| |
Collapse
|
22
|
Zhao T, Huo X, Chen J. Genetic polymorphism of rs9564966 G > A on 13q22.1 predicts poor survival for Chinese patients with gastric cancer. Cancer Med 2018; 8:428-436. [PMID: 30537204 PMCID: PMC6346249 DOI: 10.1002/cam4.1693] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2018] [Revised: 06/12/2018] [Accepted: 06/28/2018] [Indexed: 12/20/2022] Open
Abstract
Two genomewide association studies on pancreatic cancer have identified a novel single‐nucleotide polymorphism of rs9564966 G > A on 13q22.1 region. However, the associations between the rs9564966 G > A polymorphism and the survival of Chinese patients with gastric cancer (GC) were unknown. In our present investigation, we adopted the Kaplan‐Meier plots, Cox regression analyses, and the log‐rank tests to explore the associations between rs9564966 G > A polymorphism and the prognosis of 911 Chinese patients with GC. Our results revealed that, compared with GG genotype, patients with GA + AA genotypes had poorer outcomes (HR = 1.348, 95% CI = 1.084‐1.675, P = 0.007), especially in the subgroups of age ≤60 years, male, nondrinker, tumor size >5 cm, tumor site in Noncardia, intestinal‐type tumor, T3/T4 level depth of invasion, N1/N2/N3 level lymph node metastasis, no distant metastasis, III/IV level TNM stages, and no chemotherapy. Our findings suggested that the rs9564966 G > A polymorphism may be a potential biomarker to predict the survival of Chinese patients with GC.
Collapse
Affiliation(s)
- Tingting Zhao
- Department of Oncology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China.,National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing, China
| | - Xinying Huo
- Department of Oncology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Jinfei Chen
- Department of Oncology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China.,Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China
| |
Collapse
|
23
|
Yee CM, Zak AJ, Hill BD, Wen F. The Coming Age of Insect Cells for Manufacturing and Development of Protein Therapeutics. Ind Eng Chem Res 2018; 57:10061-10070. [PMID: 30886455 PMCID: PMC6420222 DOI: 10.1021/acs.iecr.8b00985] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Protein therapeutics is a rapidly growing segment of the pharmaceutical market. Currently, the majority of protein therapeutics are manufactured in mammalian cells for their ability to generate safe and efficacious human-like glycoproteins. The high cost of using mammalian cells for manufacturing has motivated a constant search for alternative host platforms. Insect cells have begun to emerge as a promising candidate, largely due to the development of the baculovirus expression vector system. While there are continuing efforts to improve insect-baculovirus expression for producing protein therapeutics, key limitations including cell lysis and the lack of homogeneous humanized glycosylation still remain. The field has started to see a movement toward virus-less gene expression approaches, notably the use of clustered regularly interspaced short palindromic repeats to address these shortcomings. This review highlights recent technological advances that are realizing the transformative potential of insect cells for the manufacturing and development of protein therapeutics.
Collapse
Affiliation(s)
- Christine M. Yee
- Department of Chemical Engineering, University of Michigan, Ann Arbor,
Michigan 48109, United States
| | - Andrew J. Zak
- Department of Chemical Engineering, University of Michigan, Ann Arbor,
Michigan 48109, United States
| | - Brett D. Hill
- Department of Chemical Engineering, University of Michigan, Ann Arbor,
Michigan 48109, United States
| | - Fei Wen
- Department of Chemical Engineering, University of Michigan, Ann Arbor,
Michigan 48109, United States
| |
Collapse
|
24
|
Sun Y, Dai H, Chen S, Zhang Y, Wu T, Cao X, Zhao G, Xu A, Wang J, Wu L. Disruption of Chromosomal Architecture of cox2 Locus Sensitizes Lung Cancer Cells to Radiotherapy. Mol Ther 2018; 26:2456-2465. [PMID: 30131302 PMCID: PMC6171098 DOI: 10.1016/j.ymthe.2018.08.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2018] [Revised: 07/27/2018] [Accepted: 08/01/2018] [Indexed: 11/15/2022] Open
Abstract
Despite treatment of lung cancer with radiotherapy and chemotherapy, the survival rate of lung cancer patients remains poor. Previous studies demonstrated the importance of upregulation of inflammatory factors, such as cyclooxygenase 2 (cox2), in tumor tolerance. In the present study, we investigated the role of cox2 in radiosensitivity of lung cancer. Our results showed that the combination treatment of radiation with aspirin, an anti-inflammatory drug, induced a synergistic reduction of cell survival in A549 and H1299 lung cancer cells. In comparison with normal human lung fibroblasts (NHLFs), the cell viability was significantly decreased and the level of apoptosis was remarkably enhanced in A549 cells. Mechanistic studies revealed that the reduction of cox2 by aspirin in A549 and H1299 was caused by disruption of the chromosomal architecture of the cox2 locus. Moreover, the disruption of chromatin looping was mediated by the inhibition of nuclear translocation of p65 and decreased enrichment of p65 at cox2-regulatory elements. Importantly, disorganization of the chromosomal architecture of cox2 triggered A549 cells sensitive to γ-radiation by the induction of apoptosis. In conclusion, we present evidence of an effective therapeutic treatment targeting the epigenetic regulation of lung cancer and a potential strategy to overcome radiation resistance in cancer cells.
Collapse
Affiliation(s)
- Yuxiang Sun
- Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, China; Key Laboratory of Environmental Toxicology and Pollution Control Technology of Anhui Province, Hefei, Anhui 230031, China
| | - Hui Dai
- Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, China; University of Science and Technology of China, Hefei, Anhui 230026, China; Key Laboratory of Environmental Toxicology and Pollution Control Technology of Anhui Province, Hefei, Anhui 230031, China
| | - Shaopeng Chen
- Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, China; Key Laboratory of Environmental Toxicology and Pollution Control Technology of Anhui Province, Hefei, Anhui 230031, China.
| | - Yajun Zhang
- Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, China; University of Science and Technology of China, Hefei, Anhui 230026, China; Key Laboratory of Environmental Toxicology and Pollution Control Technology of Anhui Province, Hefei, Anhui 230031, China
| | - Tao Wu
- Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, China; University of Science and Technology of China, Hefei, Anhui 230026, China; Key Laboratory of Environmental Toxicology and Pollution Control Technology of Anhui Province, Hefei, Anhui 230031, China
| | - Xianbin Cao
- Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, China; University of Science and Technology of China, Hefei, Anhui 230026, China; Key Laboratory of Environmental Toxicology and Pollution Control Technology of Anhui Province, Hefei, Anhui 230031, China
| | - Guoping Zhao
- Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, China; Key Laboratory of Environmental Toxicology and Pollution Control Technology of Anhui Province, Hefei, Anhui 230031, China
| | - An Xu
- Institute of Physical Science and Information Technology, Anhui University, Hefei, Anhui 230601, China; Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, China; Key Laboratory of Environmental Toxicology and Pollution Control Technology of Anhui Province, Hefei, Anhui 230031, China
| | - Jun Wang
- Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, China; Key Laboratory of Environmental Toxicology and Pollution Control Technology of Anhui Province, Hefei, Anhui 230031, China
| | - Lijun Wu
- Institute of Physical Science and Information Technology, Anhui University, Hefei, Anhui 230601, China; Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, China; Key Laboratory of Environmental Toxicology and Pollution Control Technology of Anhui Province, Hefei, Anhui 230031, China.
| |
Collapse
|
25
|
Moisan S, Levon S, Cornec-Le Gall E, Le Meur Y, Audrézet MP, Dostie J, Férec C. Novel long-range regulatory mechanisms controlling PKD2 gene expression. BMC Genomics 2018; 19:515. [PMID: 29986647 PMCID: PMC6038307 DOI: 10.1186/s12864-018-4892-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Accepted: 06/20/2018] [Indexed: 02/01/2023] Open
Abstract
Background Cis-regulatory elements control gene expression over large distances through the formation of chromatin loops, which allow contact between enhancers and gene promoters. Alterations in cis-acting regulatory systems could be linked to human genetic diseases. Here, we analyse the spatial organization of a large region spanning the polycystic kidney disease 2 (PKD2) gene, one of the genes responsible of autosomal dominant polycystic kidney disease (ADPKD). Results By using chromosome conformation capture carbon copy (5C) technology in primary human renal cyst epithelial cells, we identify novel contacts of the PKD2 promoter with chromatin regions, which display characteristics of regulatory elements. In parallel, by using functional analysis with a reporter assay, we demonstrate that three DNAse I hypersensitive sites regions are involved in the regulation of PKD2 gene expression. Conclusions Finally, through alignment of CCCTC-binding factor (CTCF) sites, we suggest that these novel enhancer elements are brought to the PKD2 promoter by chromatin looping via the recruitment of CTCF. Electronic supplementary material The online version of this article (10.1186/s12864-018-4892-6) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Stéphanie Moisan
- Institut National de la Santé et de la Recherche Médicale (INSERM), U1078, Brest, Bretagne, France. .,Faculté de Médecine et des Sciences de la Santé, Université de Bretagne Occidentale (UBO), Brest, Bretagne, France. .,Laboratoire de Génétique Moléculaire et d'Histocompatibilité, Centre Hospitalier Régional Universitaire (CHRU), Hôpital Morvan, Brest, Bretagne, France.
| | - Stéphanie Levon
- Institut National de la Santé et de la Recherche Médicale (INSERM), U1078, Brest, Bretagne, France.,Faculté de Médecine et des Sciences de la Santé, Université de Bretagne Occidentale (UBO), Brest, Bretagne, France
| | - Emilie Cornec-Le Gall
- Institut National de la Santé et de la Recherche Médicale (INSERM), U1078, Brest, Bretagne, France.,Laboratoire de Génétique Moléculaire et d'Histocompatibilité, Centre Hospitalier Régional Universitaire (CHRU), Hôpital Morvan, Brest, Bretagne, France
| | - Yannick Le Meur
- Service de néphrologie, Centre Hospitalier Régional Universitaire (CHRU), Brest, Bretagne, France
| | - Marie-Pierre Audrézet
- Institut National de la Santé et de la Recherche Médicale (INSERM), U1078, Brest, Bretagne, France.,Laboratoire de Génétique Moléculaire et d'Histocompatibilité, Centre Hospitalier Régional Universitaire (CHRU), Hôpital Morvan, Brest, Bretagne, France
| | - Josée Dostie
- Department of Biochemistry and Goodman Cancer Research Center, McGill University, Montréal, Québec, Canada
| | - Claude Férec
- Institut National de la Santé et de la Recherche Médicale (INSERM), U1078, Brest, Bretagne, France. .,Faculté de Médecine et des Sciences de la Santé, Université de Bretagne Occidentale (UBO), Brest, Bretagne, France. .,Laboratoire de Génétique Moléculaire et d'Histocompatibilité, Centre Hospitalier Régional Universitaire (CHRU), Hôpital Morvan, Brest, Bretagne, France. .,Etablissement Français du sang (EFS), Brest, Bretagne, France.
| |
Collapse
|
26
|
Sun C, Lu C. Microfluidics-Based Chromosome Conformation Capture (3C) Technology for Examining Chromatin Organization with a Low Quantity of Cells. Anal Chem 2018; 90:3714-3719. [PMID: 29498513 PMCID: PMC5861017 DOI: 10.1021/acs.analchem.8b00310] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Detecting three-dimensional (3D) genome organization in the form of physical interactions between various genomic loci is of great importance for understanding transcriptional regulations and cellular fate. Chromosome Conformation Capture (3C) method is the gold standard for examining chromatin organization, but usually requires a large number of cells (>107). This hinders studies of scarce tissue samples from animals and patients using the method. Here we developed a microfluidics-based approach for examining chromosome conformation by 3C technology. Critical 3C steps, such as digestion and religation of BAC DNA and cross-linked chromatin, were implemented on a microfluidic chip using a low quantity of cells (<104). Using this technology, we analyzed the chromatin looping interactions in the human β-globin. We envision that our method will provide a powerful tool for low-input analysis of chromosome conformation and epigenetic regulations.
Collapse
Affiliation(s)
- Chen Sun
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, Virginia, 24061, USA
| | - Chang Lu
- Department of Chemical Engineering, Virginia Tech, Blacksburg, Virginia, 24061, USA
| |
Collapse
|
27
|
Li Y, He Y, Liang Z, Wang Y, Chen F, Djekidel MN, Li G, Zhang X, Xiang S, Wang Z, Gao J, Zhang MQ, Chen Y. Alterations of specific chromatin conformation affect ATRA-induced leukemia cell differentiation. Cell Death Dis 2018; 9:200. [PMID: 29422670 PMCID: PMC5833835 DOI: 10.1038/s41419-017-0173-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2017] [Revised: 10/10/2017] [Accepted: 11/20/2017] [Indexed: 12/31/2022]
Abstract
Chromatin conformation plays a key role in regulating gene expression and controlling cell differentiation. However, the whole-genome chromatin conformation changes that occur during leukemia cell differentiation are poorly understood. Here, we characterized the changes in chromatin conformation, histone states, chromatin accessibility, and gene expression using an all-trans retinoic acid (ATRA)-induced HL-60 cell differentiation model. The results showed that the boundaries of topological associated domains (TADs) were stable during differentiation; however, the chromatin conformations within several specific TADs were obviously changed. By combining H3K4me3, H3K27ac, and Hi-C signals, we annotated the differential gene-regulatory chromatin interactions upon ATRA induction. The gains and losses of the gene-regulatory chromatin interactions are significantly correlated with gene expression and chromatin accessibility. Finally, we found that the loss of GATA2 expression and DNA binding are crucial for the differentiation process, and changes in the chromatin structure around the GATA2 regulate its expression upon ATRA induction. This study provided both statistical insights and experimental details regarding the relationship between chromatin conformation changes and transcription regulation during leukemia cell differentiation, and the results suggested that the chromatin conformation is a new type of potential drug target for cancer therapy.
Collapse
Affiliation(s)
- Yanjian Li
- MOE Key Laboratory of Bioinformatics, Bioinformatics Division and Center for Synthetic & Systems Biology, TNLIST, School of Medicine, Tsinghua University, Beijing, 100084, China
| | - Yi He
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, 100084, China
| | - Zhengyu Liang
- MOE Key Laboratory of Bioinformatics, Bioinformatics Division and Center for Synthetic & Systems Biology, TNLIST, School of Medicine, Tsinghua University, Beijing, 100084, China
| | - Yang Wang
- MOE Key Laboratory of Bioinformatics, Bioinformatics Division and Center for Synthetic & Systems Biology, TNLIST, Department of Automation, Tsinghua University, Beijing, 100084, China
| | - Fengling Chen
- MOE Key Laboratory of Bioinformatics, Bioinformatics Division and Center for Synthetic & Systems Biology, TNLIST, Department of Automation, Tsinghua University, Beijing, 100084, China
| | - Mohamed Nadhir Djekidel
- MOE Key Laboratory of Bioinformatics, Bioinformatics Division and Center for Synthetic & Systems Biology, TNLIST, Department of Automation, Tsinghua University, Beijing, 100084, China
| | - Guipeng Li
- MOE Key Laboratory of Bioinformatics, Bioinformatics Division and Center for Synthetic & Systems Biology, TNLIST, Department of Automation, Tsinghua University, Beijing, 100084, China
| | - Xu Zhang
- MOE Key Laboratory of Bioinformatics, Bioinformatics Division and Center for Synthetic & Systems Biology, TNLIST, Department of Automation, Tsinghua University, Beijing, 100084, China
| | - Shuqin Xiang
- MOE Key Laboratory of Bioinformatics, Bioinformatics Division and Center for Synthetic & Systems Biology, TNLIST, School of Medicine, Tsinghua University, Beijing, 100084, China
| | - Zejun Wang
- MOE Key Laboratory of Bioinformatics, Bioinformatics Division and Center for Synthetic & Systems Biology, TNLIST, Department of Automation, Tsinghua University, Beijing, 100084, China
| | - Juntao Gao
- MOE Key Laboratory of Bioinformatics, Bioinformatics Division and Center for Synthetic & Systems Biology, TNLIST, Department of Automation, Tsinghua University, Beijing, 100084, China
| | - Michael Q Zhang
- MOE Key Laboratory of Bioinformatics, Bioinformatics Division and Center for Synthetic & Systems Biology, TNLIST, School of Medicine, Tsinghua University, Beijing, 100084, China. .,MOE Key Laboratory of Bioinformatics, Bioinformatics Division and Center for Synthetic & Systems Biology, TNLIST, Department of Automation, Tsinghua University, Beijing, 100084, China. .,Department of Biological Sciences, Center for Systems Biology, The University of Texas, Dallas 800 West Campbell Road, RL11, Richardson, TX, 75080-3021, USA.
| | - Yang Chen
- MOE Key Laboratory of Bioinformatics, Bioinformatics Division and Center for Synthetic & Systems Biology, TNLIST, School of Medicine, Tsinghua University, Beijing, 100084, China. .,MOE Key Laboratory of Bioinformatics, Bioinformatics Division and Center for Synthetic & Systems Biology, TNLIST, Department of Automation, Tsinghua University, Beijing, 100084, China.
| |
Collapse
|
28
|
Chong A, Teo JX, Ban KHK. Distinct epigenetic signatures elucidate enhancer-gene relationships that delineate CIMP and non-CIMP colorectal cancers. Oncotarget 2018; 7:28027-39. [PMID: 27049830 PMCID: PMC5053707 DOI: 10.18632/oncotarget.8473] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2015] [Accepted: 03/14/2016] [Indexed: 12/22/2022] Open
Abstract
Epigenetic changes, like DNA methylation, affect gene expression and in colorectal cancer (CRC), a distinct phenotype called the CpG island methylator phenotype (“CIMP”) has significantly higher levels of DNA methylation at so-called “Type C loci” within the genome. We postulate that enhancer-gene pairs are coordinately controlled through DNA methylation in order to regulate the expression of key genes/biomarkers for a particular phenotype. Firstly, we found 24 experimentally-validated enhancers (VISTA enhancer browser) that contained statistically significant (FDR-adjusted q-value of <0.01) differentially methylated regions (DMRs) (1000bp) in a study of CIMP versus non-CIMP CRCs. Of these, the methylation of 2 enhancers, 1702 and 1944, were found to be very well correlated with the methylation of the genes Wnt3A and IGDCC3, respectively, in two separate and independent datasets. We show for the first time that there are indeed distinct and dynamic changes in the methylation pattern of specific enhancer-gene pairs in CRCs. Such a coordinated epigenetic event could be indicative of an interaction between (1) enhancer 1702 and Wnt3A and (2) enhancer 1944 and IGDCC3. Moreover, our study shows that the methylation patterns of these 2 enhancer-gene pairs can potentially be used as biomarkers to delineate CIMP from non-CIMP CRCs.
Collapse
Affiliation(s)
- Allen Chong
- Department of Pathology, National University of Singapore, 119074 Singapore.,Present address: Shanxi Guoxin Caregeno Medical Laboratories, Taiyuan, Shanxi Province, 030006 China
| | - Jing Xian Teo
- Cancer Science Institute, National University of Singapore, 117599 Singapore
| | - Kenneth H K Ban
- Department of Biochemistry, National University of Singapore, 117596 Singapore.,Institute of Molecular and Cell Biology, 138673 Singapore
| |
Collapse
|
29
|
Morgan RA, Gray D, Lomova A, Kohn DB. Hematopoietic Stem Cell Gene Therapy: Progress and Lessons Learned. Cell Stem Cell 2017; 21:574-590. [PMID: 29100011 PMCID: PMC6039108 DOI: 10.1016/j.stem.2017.10.010] [Citation(s) in RCA: 151] [Impact Index Per Article: 21.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The use of allogeneic hematopoietic stem cells (HSCs) to treat genetic blood cell diseases has become a clinical standard but is limited by the availability of suitable matched donors and potential immunologic complications. Gene therapy using autologous HSCs should avoid these limitations and thus may be safer. Progressive improvements in techniques for genetic correction of HSCs, by either vector gene addition or gene editing, are facilitating successful treatments for an increasing number of diseases. We highlight the progress, successes, and remaining challenges toward the development of HSC gene therapies and discuss lessons they provide for the development of future clinical stem cell therapies.
Collapse
Affiliation(s)
- Richard A Morgan
- Charles R. Drew University of Medicine and Science, Los Angeles, CA, 90059; Department of Molecular and Medical Pharmacology, David Geffen School of Medicine at University of California, Los Angeles, CA, 90095
| | - David Gray
- Molecular Biology Institute Interdepartmental Doctoral Program, University of California, Los Angeles, CA, 90095
| | - Anastasia Lomova
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine at University of California, Los Angeles, CA, 90095
| | - Donald B Kohn
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine at University of California, Los Angeles, CA, 90095; Department of Microbiology, Immunology & Molecular Genetics, David Geffen School of Medicine at University of California, Los Angeles, CA, 90095; Department of Pediatrics, David Geffen School of Medicine at University of California, Los Angeles, CA, 90095; The Eli & Edythe Broad Center of Regenerative Medicine & Stem Cell Research, University of California, Los Angeles, CA, USA.
| |
Collapse
|
30
|
Baumann M, Gludovacz E, Sealover N, Bahr S, George H, Lin N, Kayser K, Borth N. Preselection of recombinant gene integration sites enabling high transcription rates in CHO cells using alternate start codons and recombinase mediated cassette exchange. Biotechnol Bioeng 2017; 114:2616-2627. [DOI: 10.1002/bit.26388] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2017] [Revised: 06/13/2017] [Accepted: 07/19/2017] [Indexed: 01/01/2023]
Affiliation(s)
- Martina Baumann
- Austrian Centre of Industrial Biotechnology (ACIB); Graz Austria
| | | | | | - Scott Bahr
- MilliporeSigma (SAFC); St. Louis Minnesota
| | | | - Nan Lin
- MilliporeSigma (SAFC); St. Louis Minnesota
| | | | - Nicole Borth
- Austrian Centre of Industrial Biotechnology (ACIB); Graz Austria
- University of Natural Resources and Life Sciences (BOKU); Vienna Austria
| |
Collapse
|
31
|
Rocha-Pizaña MDR, Ascencio-Favela G, Soto-García BM, Martinez-Fierro MDLL, Alvarez MM. Evaluation of changes in promoters, use of UCOES and chain order to improve the antibody production in CHO cells. Protein Expr Purif 2017; 132:108-115. [DOI: 10.1016/j.pep.2017.01.014] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2016] [Revised: 01/30/2017] [Accepted: 01/31/2017] [Indexed: 11/26/2022]
|
32
|
Qin Z, Li B, Conneely KN, Wu H, Hu M, Ayyala D, Park Y, Jin VX, Zhang F, Zhang H, Li L, Lin S. Statistical challenges in analyzing methylation and long-range chromosomal interaction data. STATISTICS IN BIOSCIENCES 2016; 8:284-309. [PMID: 28008337 PMCID: PMC5167536 DOI: 10.1007/s12561-016-9145-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2015] [Revised: 02/22/2016] [Accepted: 02/22/2016] [Indexed: 12/21/2022]
Abstract
With the rapid development of high throughput technologies such as array and next generation sequencing (NGS), genome-wide, nucleotide-resolution epigenomic data are increasingly available. In recent years, there has been particular interest in data on DNA methylation and 3-dimensional (3D) chromosomal organization, which are believed to hold keys to understand biological mechanisms, such as transcription regulation, that are closely linked to human health and diseases. However, small sample size, complicated correlation structure, substantial noise, biases, and uncertainties, all present difficulties for performing statistical inference. In this review, we present an overview of the new technologies that are frequently utilized in studying DNA methylation and 3D chromosomal organization. We focus on reviewing recent developments in statistical methodologies designed for better interrogating epigenomic data, pointing out statistical challenges facing the field whenever appropriate.
Collapse
Affiliation(s)
- Zhaohui Qin
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA
| | - Ben Li
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA
| | - Karen N Conneely
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Hao Wu
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA
| | - Ming Hu
- Division of Biostatistics, Department of Population Health, New York University School of Medicine, New York, NY 10016, USA
| | - Deepak Ayyala
- Department of Statistics, The Ohio State University, Columbus, OH 43210, USA
| | - Yongseok Park
- Department of Biostatistics, University of Pittsburgh, Pittsburgh, PA 15261 USA
| | - Victor X Jin
- Department of Molecular Medicine, The University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, USA
| | - Fangyuan Zhang
- Department of Mathematics & Statistics, Texas Tech University, Lubbock, TX 79409, USA
| | - Han Zhang
- Department of Statistics, The Ohio State University, Columbus, OH 43210, USA
| | - Li Li
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA
| | - Shili Lin
- Department of Statistics, The Ohio State University, Columbus, OH 43210, USA
| |
Collapse
|
33
|
Ahmad I, Mui E, Galbraith L, Patel R, Tan EH, Salji M, Rust AG, Repiscak P, Hedley A, Markert E, Loveridge C, van der Weyden L, Edwards J, Sansom OJ, Adams DJ, Leung HY. Sleeping Beauty screen reveals Pparg activation in metastatic prostate cancer. Proc Natl Acad Sci U S A 2016; 113:8290-5. [PMID: 27357679 PMCID: PMC4961202 DOI: 10.1073/pnas.1601571113] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Prostate cancer (CaP) is the most common adult male cancer in the developed world. The paucity of biomarkers to predict prostate tumor biology makes it important to identify key pathways that confer poor prognosis and guide potential targeted therapy. Using a murine forward mutagenesis screen in a Pten-null background, we identified peroxisome proliferator-activated receptor gamma (Pparg), encoding a ligand-activated transcription factor, as a promoter of metastatic CaP through activation of lipid signaling pathways, including up-regulation of lipid synthesis enzymes [fatty acid synthase (FASN), acetyl-CoA carboxylase (ACC), ATP citrate lyase (ACLY)]. Importantly, inhibition of PPARG suppressed tumor growth in vivo, with down-regulation of the lipid synthesis program. We show that elevated levels of PPARG strongly correlate with elevation of FASN in human CaP and that high levels of PPARG/FASN and PI3K/pAKT pathway activation confer a poor prognosis. These data suggest that CaP patients could be stratified in terms of PPARG/FASN and PTEN levels to identify patients with aggressive CaP who may respond favorably to PPARG/FASN inhibition.
Collapse
Affiliation(s)
- Imran Ahmad
- Cancer Research UK Beatson Institute, Bearsden, Glasgow G61 1BD, United Kingdom; Institute of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, United Kingdom;
| | - Ernest Mui
- Cancer Research UK Beatson Institute, Bearsden, Glasgow G61 1BD, United Kingdom; Institute of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, United Kingdom
| | - Laura Galbraith
- Cancer Research UK Beatson Institute, Bearsden, Glasgow G61 1BD, United Kingdom; Institute of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, United Kingdom
| | - Rachana Patel
- Cancer Research UK Beatson Institute, Bearsden, Glasgow G61 1BD, United Kingdom; Institute of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, United Kingdom
| | - Ee Hong Tan
- Cancer Research UK Beatson Institute, Bearsden, Glasgow G61 1BD, United Kingdom; Institute of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, United Kingdom
| | - Mark Salji
- Cancer Research UK Beatson Institute, Bearsden, Glasgow G61 1BD, United Kingdom; Institute of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, United Kingdom
| | - Alistair G Rust
- Experimental Cancer Genetics, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Peter Repiscak
- Cancer Research UK Beatson Institute, Bearsden, Glasgow G61 1BD, United Kingdom; Institute of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, United Kingdom
| | - Ann Hedley
- Cancer Research UK Beatson Institute, Bearsden, Glasgow G61 1BD, United Kingdom
| | - Elke Markert
- Cancer Research UK Beatson Institute, Bearsden, Glasgow G61 1BD, United Kingdom
| | - Carolyn Loveridge
- Cancer Research UK Beatson Institute, Bearsden, Glasgow G61 1BD, United Kingdom; Institute of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, United Kingdom
| | - Louise van der Weyden
- Experimental Cancer Genetics, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Joanne Edwards
- Institute of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, United Kingdom
| | - Owen J Sansom
- Cancer Research UK Beatson Institute, Bearsden, Glasgow G61 1BD, United Kingdom
| | - David J Adams
- Experimental Cancer Genetics, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Hing Y Leung
- Cancer Research UK Beatson Institute, Bearsden, Glasgow G61 1BD, United Kingdom; Institute of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, United Kingdom;
| |
Collapse
|
34
|
Integrated genome-scale analysis of the transcriptional regulatory landscape in a blood stem/progenitor cell model. Blood 2016; 127:e12-23. [DOI: 10.1182/blood-2015-10-677393] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2015] [Accepted: 01/07/2016] [Indexed: 12/20/2022] Open
Abstract
Key Points
New genome-wide maps for 17 TFs, 3 histone modifications, DNase I sites, Hi-C, and Promoter Capture Hi-C in a stem/progenitor model. Integrated analysis shows that chromatin loops in a stem/progenitor model are characterized by specific TF occupancy patterns.
Collapse
|
35
|
Dekker J, Mirny L. The 3D Genome as Moderator of Chromosomal Communication. Cell 2016; 164:1110-1121. [PMID: 26967279 PMCID: PMC4788811 DOI: 10.1016/j.cell.2016.02.007] [Citation(s) in RCA: 576] [Impact Index Per Article: 72.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2016] [Revised: 01/22/2016] [Accepted: 02/01/2016] [Indexed: 02/07/2023]
Abstract
Proper expression of genes requires communication with their regulatory elements that can be located elsewhere along the chromosome. The physics of chromatin fibers imposes a range of constraints on such communication. The molecular and biophysical mechanisms by which chromosomal communication is established, or prevented, have become a topic of intense study, and important roles for the spatial organization of chromosomes are being discovered. Here we present a view of the interphase 3D genome characterized by extensive physical compartmentalization and insulation on the one hand and facilitated long-range interactions on the other. We propose the existence of topological machines dedicated to set up and to exploit a 3D genome organization to both promote and censor communication along and between chromosomes.
Collapse
Affiliation(s)
- Job Dekker
- Howard Hughes Medical Institute, Program in Systems Biology, Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, 368 Plantation Street, Worcester, MA, 01605-0103, USA.
| | - Leonid Mirny
- Institute for Medical Engineering and Science and Department of Physics, Massachusetts Institute of Technology, 77 Massachusetts Avenue, E25-526C, Cambridge, MA 02139, USA.
| |
Collapse
|
36
|
Singh A, Bagadia M, Sandhu KS. Spatially coordinated replication and minimization of expression noise constrain three-dimensional organization of yeast genome. DNA Res 2016; 23:155-69. [PMID: 26932984 PMCID: PMC4833423 DOI: 10.1093/dnares/dsw005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2015] [Accepted: 01/31/2016] [Indexed: 01/01/2023] Open
Abstract
Despite recent advances, the underlying functional constraints that shape the three-dimensional organization of eukaryotic genome are not entirely clear. Through comprehensive multivariate analyses of genome-wide datasets, we show that cis and trans interactions in yeast genome have significantly distinct functional associations. In particular, (i) the trans interactions are constrained by coordinated replication and co-varying mutation rates of early replicating domains through interactions among early origins, while cis interactions are constrained by coordination of late replication through interactions among late origins; (ii)cis and trans interactions exhibit differential preference for nucleosome occupancy; (iii)cis interactions are also constrained by the essentiality and co-fitness of interacting genes. Essential gene clusters associate with high average interaction frequency, relatively short-range interactions of low variance, and exhibit less fluctuations in chromatin conformation, marking a physically restrained state of engaged loci that, we suggest, is important to mitigate the epigenetic errors by restricting the spatial mobility of loci. Indeed, the genes with lower expression noise associate with relatively short-range interactions of lower variance and exhibit relatively higher average interaction frequency, a property that is conserved across Escherichia coli,yeast, and mESCs. Altogether, our observations highlight the coordination of replication and the minimization of expression noise, not necessarily co-expression of genes, as potent evolutionary constraints shaping the spatial organization of yeast genome.
Collapse
Affiliation(s)
- Arashdeep Singh
- Department of Biological Sciences, Indian Institute of Science Education and Research (IISER)-Mohali, SAS Nagar 140306, India
| | - Meenakshi Bagadia
- Department of Biological Sciences, Indian Institute of Science Education and Research (IISER)-Mohali, SAS Nagar 140306, India
| | - Kuljeet Singh Sandhu
- Department of Biological Sciences, Indian Institute of Science Education and Research (IISER)-Mohali, SAS Nagar 140306, India
| |
Collapse
|
37
|
Tellier M, Ferrer-Vicens I, Murphy S. The point of no return: The poly(A)-associated elongation checkpoint. RNA Biol 2016; 13:265-71. [PMID: 26853452 DOI: 10.1080/15476286.2016.1142037] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
Abstract
Cyclin-dependent kinases play critical roles in transcription by RNA polymerase II (pol II) and processing of the transcripts. For example, CDK9 regulates transcription of protein-coding genes, splicing, and 3' end formation of the transcripts. Accordingly, CDK9 inhibitors have a drastic effect on the production of mRNA in human cells. Recent analyses indicate that CDK9 regulates transcription at the early-elongation checkpoint of the vast majority of pol II-transcribed genes. Our recent discovery of an additional CDK9-regulated elongation checkpoint close to poly(A) sites adds a new layer to the control of transcription by this critical cellular kinase. This novel poly(A)-associated checkpoint has the potential to powerfully regulate gene expression just before a functional polyadenylated mRNA is produced: the point of no return. However, many questions remain to be answered before the role of this checkpoint becomes clear. Here we speculate on the possible biological significance of this novel mechanism of gene regulation and the players that may be involved.
Collapse
Affiliation(s)
- Michael Tellier
- a Sir William Dunn School of Pathology, University of Oxford , Oxford OX1 3RE , UK
| | - Ivan Ferrer-Vicens
- a Sir William Dunn School of Pathology, University of Oxford , Oxford OX1 3RE , UK
| | - Shona Murphy
- a Sir William Dunn School of Pathology, University of Oxford , Oxford OX1 3RE , UK
| |
Collapse
|
38
|
Van Hove B, Love AM, Ajikumar PK, De Mey M. Programming Biology: Expanding the Toolset for the Engineering of Transcription. Synth Biol (Oxf) 2016. [DOI: 10.1007/978-3-319-22708-5_1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
|
39
|
Harraghy N, Calabrese D, Fisch I, Girod PA, LeFourn V, Regamey A, Mermod N. Epigenetic regulatory elements: Recent advances in understanding their mode of action and use for recombinant protein production in mammalian cells. Biotechnol J 2015; 10:967-78. [DOI: 10.1002/biot.201400649] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2015] [Revised: 04/20/2015] [Accepted: 05/20/2015] [Indexed: 12/18/2022]
|
40
|
Spencer S, Gugliotta A, Koenitzer J, Hauser H, Wirth D. Stability of single copy transgene expression in CHOK1 cells is affected by histone modifications but not by DNA methylation. J Biotechnol 2015; 195:15-29. [DOI: 10.1016/j.jbiotec.2014.12.009] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2014] [Revised: 12/07/2014] [Accepted: 12/11/2014] [Indexed: 12/22/2022]
|
41
|
Suarez S, McCollum GW, Bretz CA, Yang R, Capozzi ME, Penn JS. Modulation of VEGF-induced retinal vascular permeability by peroxisome proliferator-activated receptor-β/δ. Invest Ophthalmol Vis Sci 2014; 55:8232-40. [PMID: 25406289 DOI: 10.1167/iovs.14-14217] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
PURPOSE Vascular endothelial growth factor (VEGF)-induced retinal vascular permeability contributes to diabetic macular edema (DME), a serious vision-threatening condition. Peroxisome proliferator-activated receptor β/δ (PPARβ/δ) antagonist/reverse agonist, GSK0660, inhibits VEGF-induced human retinal microvascular endothelial cell (HRMEC) proliferation, tubulogenesis, and oxygen-induced retinal vasculopathy in newborn rats. These VEGF-induced HRMEC behaviors and VEGF-induced disruption of endothelial cell junctional complexes may well share molecular signaling events. Thus, we sought to examine the role of PPARβ/δ in VEGF-induced retinal hyperpermeability. METHODS Transendothelial electrical resistance (TEER) measurements were performed on HRMEC monolayers to assess permeability. Claudin-1/Claudin-5 localization in HRMEC monolayers was determined by immunocytochemistry. Extracellular signal-regulated protein kinases 1 and 2 (Erk 1/2) phosphorylation, VEGF receptor 1 (VEGFR1) and R2 were assayed by Western blot analysis. Expression of VEGFR1 and R2 was measured by quantitative RT-PCR. Last, retinal vascular permeability was assayed in vivo by Evans blue extravasation. RESULTS Human retinal microvascular endothelial cell monolayers treated with VEGF for 24 hours showed decreased TEER values that were completely reversed by the highest concentration of GSK0660 (10 μM) and PPARβ/δ-directed siRNA (20 μM). In HRMEC treated with VEGF, GSK0660 stabilized tight-junctions as evidenced by Claudin-1 staining, reduced phosphorylation of Erk1/2, and reduced VEGFR1/2 expression. Peroxisome proliferator-activated receptor β/δ siRNA had a similar effect on VEGFR expression and Claudin-1, supporting the specificity of GSK0660 in our experiments. Last, GSK0660 significantly inhibited VEGF-induced retinal vascular permeability and reduced retinal VEGFR1and R2 levels in C57BL/6 mice. CONCLUSIONS These data suggest a protective effect for PPARβ/δ antagonism against VEGF-induced vascular permeability, possibly through reduced VEGFR expression. Therefore, antagonism/reverse agonism of PPARβ/δ siRNA may represent a novel therapeutic methodology against retinal hyperpermeability and is worthy of future investigation.
Collapse
Affiliation(s)
- Sandra Suarez
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, Tennessee, United States
| | - Gary W McCollum
- Department of Ophthalmology and Visual Sciences, Vanderbilt University School of Medicine, Nashville, Tennessee, United States
| | - Colin A Bretz
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, Tennessee, United States
| | - Rong Yang
- Department of Ophthalmology and Visual Sciences, Vanderbilt University School of Medicine, Nashville, Tennessee, United States
| | - Megan E Capozzi
- Department of Molecular Physiology and Biophysics, Vanderbilt University School of Medicine, Nashville, Tennessee, United States
| | - John S Penn
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, Tennessee, United States
| |
Collapse
|
42
|
Daniel B, Nagy G, Nagy L. The intriguing complexities of mammalian gene regulation: how to link enhancers to regulated genes. Are we there yet? FEBS Lett 2014; 588:2379-91. [PMID: 24945732 DOI: 10.1016/j.febslet.2014.05.041] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2014] [Revised: 05/22/2014] [Accepted: 05/22/2014] [Indexed: 01/08/2023]
Abstract
The information encoded in genomes supports the differentiation and function of the more than 200 unique cell types, which exist in various mammalian species. The major mechanism driving cellular differentiation and specification is differential gene expression regulation. Cis-acting enhancers and silencers appear to have key roles in regulating the expression of mammalian genes. However, these cis-acting elements are often located very far away from the regulated gene. Therefore, it is hard to find all of them and link them to the regulated gene. An intriguing and unresolved issue of the field is to identify all of the enhancers of a particular gene and link these short regulatory sequences to the genes they regulate and thus, reliably identify gene regulatory enhancer networks. Recent advances in molecular biological methods coupled with Next-Generation Sequencing (NGS) technologies have opened up new possibilities in this area of genomics. In this review we summarize the technological advances, bioinformatics challenges and the potential molecular mechanisms allowing the construction of enhancer networks operating in specific cell types and/or activated by various signals.
Collapse
Affiliation(s)
- Bence Daniel
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Egyetem tér 1., Debrecen H-4010, Hungary
| | - Gergely Nagy
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Egyetem tér 1., Debrecen H-4010, Hungary
| | - Laszlo Nagy
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Egyetem tér 1., Debrecen H-4010, Hungary; MTA-DE "Lendület" Immunogenomics Research Group, University of Debrecen, Egyetem tér 1., Debrecen, Hungary; Sanford-Burnham Medical Research Institute, 6400 Sanger Road, Orlando, FL 32827, USA.
| |
Collapse
|
43
|
Rousseau M, Ferraiuolo MA, Crutchley JL, Wang XQ, Miura H, Blanchette M, Dostie J. Classifying leukemia types with chromatin conformation data. Genome Biol 2014; 15:R60. [PMID: 24995990 PMCID: PMC4038739 DOI: 10.1186/gb-2014-15-4-r60] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2014] [Accepted: 04/30/2014] [Indexed: 11/10/2022] Open
Abstract
Background Although genetic or epigenetic alterations have been shown to affect the three-dimensional organization of genomes, the utility of chromatin conformation in the classification of human disease has never been addressed. Results Here, we explore whether chromatin conformation can be used to classify human leukemia. We map the conformation of the HOXA gene cluster in a panel of cell lines with 5C chromosome conformation capture technology, and use the data to train and test a support vector machine classifier named 3D-SP. We show that 3D-SP is able to accurately distinguish leukemias expressing MLL-fusion proteins from those expressing only wild-type MLL, and that it can also classify leukemia subtypes according to MLL fusion partner, based solely on 5C data. Conclusions Our study provides the first proof-of-principle demonstration that chromatin conformation contains the information value necessary for classification of leukemia subtypes.
Collapse
|
44
|
Genome-wide analysis of functional and evolutionary features of tele-enhancers. G3-GENES GENOMES GENETICS 2014; 4:579-93. [PMID: 24496725 PMCID: PMC4059231 DOI: 10.1534/g3.114.010447] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
We investigated sequence features of enhancers separated from their target gene by at least one intermediate gene/exon (named tele-enhancers in this study) and enhancers residing inside their target gene locus. In this study, we used whole genome enhancer maps and gene expression profiles to establish a large panel of tele-enhancers. By contrasting tele-enhancers to proximal enhancers targeting heart genes, we observed that heart tele-enhancers use unique regulatory mechanisms based on the cardiac transcription factors SRF, TEAD, and NKX-2.5, whereas proximal heart enhancers rely on GATA4 instead. A functional analysis showed that tele-enhancers preferentially regulate house-keeping genes and genes with a metabolic role during heart development. In addition, tele-enhancers are significantly more conserved than their proximal counterparts. Similar trends have been observed for non-heart tissues and cell types, suggesting that our findings represent general characteristics of tele-enhancers.
Collapse
|
45
|
Tsai YC, Cooke NE, Liebhaber SA. Tissue specific CTCF occupancy and boundary function at the human growth hormone locus. Nucleic Acids Res 2014; 42:4906-21. [PMID: 24561805 PMCID: PMC4005687 DOI: 10.1093/nar/gku139] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
The robust and tissue-specific activation of the human growth hormone (hGH) gene cluster in the pituitary and placenta constitutes an informative model for analysis of gene regulation. The five-gene hGH cluster is regulated by two partially overlapping sets of DNase I hypersensitive sites (HSs) that constitute the pituitary (HSI, II, III and V) and placental (HSIII, IV, and V) locus control regions (LCRs). The single placenta-specific LCR component, HSIV, is located at −30 kb to the cluster. Here we generate a series of hGH/BAC transgenes specifically modified to identify structural features of the hGH locus required for its appropriate placental expression. We find that placental specificity is dependent on the overall multigene configuration of the cluster whereas the distance between the cluster and its LCR impacts the level of placental expression. We further observe that a major function of the placental hGH LCR is to insulate the transgene locus from site-of-integration effects. This insulation activity is linked to placenta-specific occupancy of the chromatin architectural protein, CTCF, at HSIV. These data reveal a remarkable combination of structural configurations and regulatory determinants that must work in concert to insure robust and tightly controlled expression from a complex multigene locus.
Collapse
Affiliation(s)
- Yu-Cheng Tsai
- Departments of Genetics and Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | | | | |
Collapse
|
46
|
Kang M, Ding X, Xu M, Zhu H, Liu S, Wang M, Wu D, Tong N, Gong W, Zhou J, Zhang Z. Genetic variation rs10484761 on 6p21.1 derived from a genome-wide association study is associated with gastric cancer survival in a Chinese population. Gene 2014; 536:59-64. [DOI: 10.1016/j.gene.2013.11.087] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2013] [Revised: 11/06/2013] [Accepted: 11/25/2013] [Indexed: 12/13/2022]
|
47
|
Rousseau M, Crutchley JL, Miura H, Suderman M, Blanchette M, Dostie J. Hox in motion: tracking HoxA cluster conformation during differentiation. Nucleic Acids Res 2014; 42:1524-40. [PMID: 24174538 PMCID: PMC3919592 DOI: 10.1093/nar/gkt998] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2013] [Revised: 08/28/2013] [Accepted: 10/02/2013] [Indexed: 12/26/2022] Open
Abstract
Three-dimensional genome organization is an important higher order transcription regulation mechanism that can be studied with the chromosome conformation capture techniques. Here, we combined chromatin organization analysis by chromosome conformation capture-carbon copy, computational modeling and epigenomics to achieve the first integrated view, through time, of a connection between chromatin state and its architecture. We used this approach to examine the chromatin dynamics of the HoxA cluster in a human myeloid leukemia cell line at various stages of differentiation. We found that cellular differentiation involves a transient activation of the 5'-end HoxA genes coinciding with a loss of contacts throughout the cluster, and by specific silencing at the 3'-end with H3K27 methylation. The 3D modeling of the data revealed an extensive reorganization of the cluster between the two previously reported topologically associated domains in differentiated cells. Our results support a model whereby silencing by polycomb group proteins and reconfiguration of CTCF interactions at a topologically associated domain boundary participate in changing the HoxA cluster topology, which compartmentalizes the genes following differentiation.
Collapse
Affiliation(s)
- Mathieu Rousseau
- Department of Biochemistry and Goodman Cancer Research Center, McGill University, Montréal, Québec, H3G 1Y6, Canada and School of Computer Science and McGill Centre for Bioinformatics, McGill University, Montréal, Québec, H3A 0E9, Canada
| | - Jennifer L. Crutchley
- Department of Biochemistry and Goodman Cancer Research Center, McGill University, Montréal, Québec, H3G 1Y6, Canada and School of Computer Science and McGill Centre for Bioinformatics, McGill University, Montréal, Québec, H3A 0E9, Canada
| | - Hisashi Miura
- Department of Biochemistry and Goodman Cancer Research Center, McGill University, Montréal, Québec, H3G 1Y6, Canada and School of Computer Science and McGill Centre for Bioinformatics, McGill University, Montréal, Québec, H3A 0E9, Canada
| | - Matthew Suderman
- Department of Biochemistry and Goodman Cancer Research Center, McGill University, Montréal, Québec, H3G 1Y6, Canada and School of Computer Science and McGill Centre for Bioinformatics, McGill University, Montréal, Québec, H3A 0E9, Canada
| | - Mathieu Blanchette
- Department of Biochemistry and Goodman Cancer Research Center, McGill University, Montréal, Québec, H3G 1Y6, Canada and School of Computer Science and McGill Centre for Bioinformatics, McGill University, Montréal, Québec, H3A 0E9, Canada
| | - Josée Dostie
- Department of Biochemistry and Goodman Cancer Research Center, McGill University, Montréal, Québec, H3G 1Y6, Canada and School of Computer Science and McGill Centre for Bioinformatics, McGill University, Montréal, Québec, H3A 0E9, Canada
| |
Collapse
|
48
|
Tsukiji N, Amano T, Shiroishi T. A novel regulatory element for Shh expression in the lung and gut of mouse embryos. Mech Dev 2014; 131:127-36. [DOI: 10.1016/j.mod.2013.09.003] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2013] [Revised: 09/21/2013] [Accepted: 09/23/2013] [Indexed: 01/04/2023]
|
49
|
Trieu T, Cheng J. Large-scale reconstruction of 3D structures of human chromosomes from chromosomal contact data. Nucleic Acids Res 2014; 42:e52. [PMID: 24465004 PMCID: PMC3985632 DOI: 10.1093/nar/gkt1411] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Chromosomes are not positioned randomly within a nucleus, but instead, they adopt preferred spatial conformations to facilitate necessary long-range gene–gene interactions and regulations. Thus, obtaining the 3D shape of chromosomes of a genome is critical for understanding how the genome folds, functions and how its genes interact and are regulated. Here, we describe a method to reconstruct preferred 3D structures of individual chromosomes of the human genome from chromosomal contact data generated by the Hi-C chromosome conformation capturing technique. A novel parameterized objective function was designed for modeling chromosome structures, which was optimized by a gradient descent method to generate chromosomal structural models that could satisfy as many intra-chromosomal contacts as possible. We applied the objective function and the corresponding optimization method to two Hi-C chromosomal data sets of both a healthy and a cancerous human B-cell to construct 3D models of individual chromosomes at resolutions of 1 MB and 200 KB, respectively. The parameters used with the method were calibrated according to an independent fluorescence in situ hybridization experimental data. The structural models generated by our method could satisfy a high percentage of contacts (pairs of loci in interaction) and non-contacts (pairs of loci not in interaction) and were compatible with the known two-compartment organization of human chromatin structures. Furthermore, structural models generated at different resolutions and from randomly permuted data sets were consistent.
Collapse
Affiliation(s)
- Tuan Trieu
- Computer Science Department, University of Missouri-Columbia, MO 65211, USA, Informatics Institute, University of Missouri-Columbia, MO 65211, USA and C. Bond Life Science Center, University of Missouri-Columbia, MO 65211, USA
| | | |
Collapse
|
50
|
Jjingo D, Wang J, Conley AB, Lunyak VV, Jordan IK. Compound cis-regulatory elements with both boundary and enhancer sequences in the human genome. Bioinformatics 2013; 29:3109-12. [PMID: 24085569 DOI: 10.1093/bioinformatics/btt542] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
MOTIVATION It has been suggested that presumably distinct classes of genomic regulatory elements may actually share common sets of features and mechanisms. However, there has been no genome-wide assessment of the prevalence of this phenomenon. RESULTS To evaluate this possibility, we performed a bioinformatic screen for the existence of compound regulatory elements in the human genome. We identified numerous such colocated boundary and enhancer elements from human CD4(+) T cells. We report evidence that such compound regulatory elements possess unique chromatin features and facilitate cell type-specific functions related to inflammation and immune response in CD4(+) T cells.
Collapse
Affiliation(s)
- Daudi Jjingo
- School of Biology, Georgia Institute of Technology, Atlanta, GA 30332, USA, Buck Institute for Research on Aging, Novato, CA 94945, USA and PanAmerican Bioinformatics Institute, Santa Marta, Magdalena, Colombia
| | | | | | | | | |
Collapse
|