40 results on '"Taeyoung Hwang"'
Search Results
2. The Tug1 lncRNA locus is essential for male fertility
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Jordan P. Lewandowski, Gabrijela Dumbović, Audrey R. Watson, Taeyoung Hwang, Emily Jacobs-Palmer, Nydia Chang, Christian Much, Kyle M. Turner, Christopher Kirby, Nimrod D. Rubinstein, Abigail F. Groff, Steve C. Liapis, Chiara Gerhardinger, Assaf Bester, Pier Paolo Pandolfi, John G. Clohessy, Hopi E. Hoekstra, Martin Sauvageau, and John L. Rinn
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Tug1 ,lncRNA ,Fertility ,DNA repressor ,Cis-regulatory elements ,RNA-seq ,Biology (General) ,QH301-705.5 ,Genetics ,QH426-470 - Abstract
Abstract Background Several long noncoding RNAs (lncRNAs) have been shown to function as components of molecular machines that play fundamental roles in biology. While the number of annotated lncRNAs in mammalian genomes has greatly expanded, studying lncRNA function has been a challenge due to their diverse biological roles and because lncRNA loci can contain multiple molecular modes that may exert function. Results We previously generated and characterized a cohort of 20 lncRNA loci knockout mice. Here, we extend this initial study and provide a more detailed analysis of the highly conserved lncRNA locus, taurine-upregulated gene 1 (Tug1). We report that Tug1-knockout male mice are sterile with underlying defects including a low number of sperm and abnormal sperm morphology. Because lncRNA loci can contain multiple modes of action, we wanted to determine which, if any, potential elements contained in the Tug1 genomic region have any activity. Using engineered mouse models and cell-based assays, we provide evidence that the Tug1 locus harbors two distinct noncoding regulatory activities, as a cis-DNA repressor that regulates neighboring genes and as a lncRNA that can regulate genes by a trans-based function. We also show that Tug1 contains an evolutionary conserved open reading frame that when overexpressed produces a stable protein which impacts mitochondrial membrane potential, suggesting a potential third coding function. Conclusions Our results reveal an essential role for the Tug1 locus in male fertility and uncover evidence for distinct molecular modes in the Tug1 locus, thus highlighting the complexity present at lncRNA loci.
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- 2020
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3. The Sox2 transcription factor binds RNA
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Zachariah E. Holmes, Desmond J. Hamilton, Taeyoung Hwang, Nicholas V. Parsonnet, John L. Rinn, Deborah S. Wuttke, and Robert T. Batey
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Science - Abstract
Some transcription factors have been proposed to functionally interact with RNA to facilitate proper regulation of gene expression. Here the authors demonstrate that human Sox2 interact directly and with high affinity to RNAs through its HMG DNA-binding domain.
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- 2020
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4. The Firre locus produces a trans-acting RNA molecule that functions in hematopoiesis
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Jordan P. Lewandowski, James C. Lee, Taeyoung Hwang, Hongjae Sunwoo, Jill M. Goldstein, Abigail F. Groff, Nydia P. Chang, William Mallard, Adam Williams, Jorge Henao-Meija, Richard A. Flavell, Jeannie T. Lee, Chiara Gerhardinger, Amy J. Wagers, and John L. Rinn
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Science - Abstract
LncRNA loci potentially contain multiple modes that can exert function, including DNA regulatory elements. Here, the authors generated genetic models in mice to dissect the role of the syntenically conserved lncRNA Firre in the context of hematopoiesis.
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- 2019
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5. Integrative analysis of DNA methylation suggests down-regulation of oncogenic pathways and reduced somatic mutation rates in survival outliers of glioblastoma
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Taeyoung Hwang, Dimitrios Mathios, Kerrie L. McDonald, Irene Daris, Sung-Hye Park, Peter C. Burger, Sojin Kim, Yun-Sik Dho, Hruban Carolyn, Chetan Bettegowda, Joo Heon Shin, Michael Lim, and Chul-Kee Park
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Glioblastoma ,Long-term survivor ,DNA methylation ,Genome-wide analyses ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract The study of survival outliers of glioblastoma can provide important clues on gliomagenesis as well as on the ways to alter clinical course of this almost uniformly lethal cancer type. However, there has been little consensus on genetic and epigenetic signatures of the long-term survival outliers of glioblastoma. Although the two classical molecular markers of glioblastoma including isocitrate dehydrogenase 1 or 2 (IDH1/2) mutation and O6-methylguanine DNA methyltransferase (MGMT) promoter methylation are associated with overall survival rate of glioblastoma patients, they are not specific to the survival outliers. In this study, we compared the two groups of survival outliers of glioblastoma with IDH wild-type, consisting of the glioblastoma patients who lived longer than 3 years (n = 17) and the patients who lived less than 1 year (n = 12) in terms of genome-wide DNA methylation profile. Statistical analyses were performed to identify differentially methylated sites between the two groups. Functional implication of DNA methylation patterns specific to long-term survivors of glioblastoma were investigated by comprehensive enrichment analyses with genomic and epigenomic features. We found that the genome of long-term survivors of glioblastoma is differentially methylated relative to short-term survivor patients depending on CpG density: hypermethylation near CpG islands (CGIs) and hypomethylation far from CGIs. Interestingly, these two patterns are associated with distinct oncogenic aspects in gliomagenesis. In the long-term survival glioblastoma-specific sites distant from CGI, somatic mutations of glioblastoma are enriched with higher DNA methylation, suggesting that the hypomethylation in long-term survival glioblastoma can contribute to reduce the rate of somatic mutation. On the other hand, the hypermethylation near CGIs associates with transcriptional downregulation of genes involved in cancer progression pathways. Using independent cohorts of IDH1/2- wild type glioblastoma, we also showed that these two patterns of DNA methylation can be used as molecular markers of long-term survival glioblastoma. Our results provide extended understanding of DNA methylation, especially of DNA hypomethylation, in cancer genome and reveal clinical importance of DNA methylation pattern as prognostic markers of glioblastoma.
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- 2019
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6. Restoration of miR-29b exerts anti-cancer effects on glioblastoma
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Jaekyung Shin, Hyun Geun Shim, Taeyoung Hwang, Hyungsin Kim, Shin-Hyuk Kang, Yun-Sik Dho, Sung-Hye Park, Sang Jeong Kim, and Chul-Kee Park
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Glioblastoma ,miR-29b ,Anti-cancer effect ,Nanoparticle ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 ,Cytology ,QH573-671 - Abstract
Abstract Background Glioblastoma multiforme (GBM) is known as one of the most fatal forms of cancer. MicroRNAs have been widely implicated in the regulation of mammalian development and pathogenesis. The brain-enriched miR-29 subfamilies are known to be exclusively expressed in the developing brain, and they are aberrantly down-regulated in GBM. This study aims to elucidate the role of miR-29b in GBM development and the feasibility of therapeutic targeting using conjugated nanoparticles. Methods After confirmation of miR-29b expression levels in GBM tissues by analysis of open source data, the anticancer effect of miR-29b was tested by the introduction of syn-hsa-miR-29b-3p in the A172 GBM cell line. In vitro studies of cell viability and apoptosis and ex vivo study using GBM tissue slice cultures from 3 patients and nanoparticle delivery of miR-29b were performed. Results We discovered an increase in apoptotic cell populations with the introduction of miR-29b in the GBM cell line. An established human-derived GBM tissue slice culture system confirmed the anticancer effect of miR-29b-conjugated nanoparticles. Using PCR array, we found that exogenous miR-29b inhibits the expression of COL1A2, COL3A1, COL4A1, ELN, ITGA11, MMP24, and SPARC, which mediates an anticancer effect. Conclusions miR-29b may serve as a putative therapeutic molecule when its expression is restored using a nanoparticle delivery system in GBM.
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- 2017
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7. Plasmonic Biosensors Based on Deformed Graphene
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Vahid Faramarzi, Mohsen Heidari, Nik Humaidi bin Nik Zulkarnine, and Michael Taeyoung Hwang
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crumpled graphene ,plasmonic resonance ,refractive index ,absorbance ,mid-infrared ,Biology (General) ,QH301-705.5 - Abstract
Rapid, accurate, and label-free detection of biomolecules and chemical substances remains a challenge in healthcare. Optical biosensors have been considered as biomedical diagnostic tools required in numerous areas including the detection of viruses, food monitoring, diagnosing pollutants in the environment, global personalized medicine, and molecular diagnostics. In particular, the broadly emerging and promising technique of surface plasmon resonance has established to provide real-time and label-free detection when used in biosensing applications in a highly sensitive, specific, and cost-effective manner with small footprint platform. In this study we propose a novel plasmonic biosensor based on biaxially crumpled graphene structures, wherein plasmon resonances in graphene are utilized to detect variations in the refractive index of the sample medium. Shifts in the resonance wavelength of the plasmon modes for a given change in the RI of the surrounding analyte are calculated by investigating the optical response of crumpled graphene structures on different substrates using theoretical computations based on the finite element method combined with the semiclassical Drude model. The results reveal a high sensitivity of 4990 nm/RIU, corresponding to a large figure-of-merit of 20 for biaxially crumpled graphene structures on polystyrene substrates. We demonstrate that biaxially crumpled graphene exhibits superior sensing performance compared with a uniaxial structure. According to the results, crumpled graphene structures on a titanium oxide substrate can improve the sensor sensitivity by avoiding the damping effects of polydimethylsiloxane substrates. The enhanced sensitivity and broadband mechanical tunability of the biaxially crumpled graphene render it a promising platform for biosensing applications.
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- 2022
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8. Zinc molybdate/functionalized carbon nanofiber composites modified electrodes for high-performance amperometric detection of hazardous drug Sulfadiazine
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Kumar Gokulkumar, Song-Jeng Huang, Sea-Fue Wang, Ramachandran Balaji, Narendhar Chandrasekar, and Michael Taeyoung Hwang
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Zinc molybdate ,Carbon nanofibers ,Sulfadiazine ,Modified electrodes ,Electrochemistry ,Real time analysis ,Therapeutics. Pharmacology ,RM1-950 - Abstract
Pharmaceuticals are generally designed to be nondegradable or slowly degradable to prevent chemical degradation as it is employed as therapeutics for human or animal. This results in a widespread risk when they enter, accumulate or persist in the environment. Pharmaceutical pollution is emerging as wide-reaching concern due to its ostensible consequences, by dissemination in the environment. This demands for inventing novel analytical routes to monitor and mitigate pharmaceutical pollutants. Therefore, this paper presents synthesis of Zinc molybdate nano particles embedded on functionalized carbon nanofibers to fabricate glassy carbon electrode towards sensitive detection of Sulfadiazine (SDZ). The synergistic effect produced in the composite had enabled it with improved charge transfer kinetics and benefited with more active surface area. The proposed ZnMoO4/f-CNF sensor shows significant static characteristics such as wide linear response ranges (0.125 to1575.2 μM), low detection limit (0.0006 μM) and selectivity, and increased stability. Also, its practicability was analyzed by SDZ detection in real samples.
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- 2023
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9. A Brief Review of Graphene-Based Biosensors Developed for Rapid Detection of COVID-19 Biomarkers
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Narendhar Chandrasekar, Ramachandran Balaji, Ramaswamy Sandeep Perala, Nik Zulkarnine Nik Humaidi, Kirubanandan Shanmugam, Ying-Chih Liao, Michael Taeyoung Hwang, and Saravanan Govindaraju
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COVID-19 ,antigens ,SARS ,complementary DNA ,protein–DNA ,Biotechnology ,TP248.13-248.65 - Abstract
The prevalence of mutated species of COVID-19 antigens has provided a strong impetus for identifying a cost-effective, rapid and facile strategy for identifying the viral loads in public places. The ever-changing genetic make-up of SARS-CoV-2 posts a significant challenfge for the research community to identify a robust mechanism to target, bind and confirm the presence of a viral load before it spreads. Synthetic DNA constructs are a novel strategy to design complementary DNA sequences specific for antigens of interest as in this review’s case SARS-CoV-2 antigens. Small molecules, complementary DNA and protein–DNA complexes have been known to target analytes in minimal concentrations. This phenomenon can be exploited by nanomaterials which have unique electronic properties such as ballistic conduction. Graphene is one such candidate for designing a device with a very low LOD in the order of zeptomolar and attomolar concentrations. Surface modification will be the significant aspect of the device which needs to have a high degree of sensitivity at the same time as providing a rapid signaling mechanism.
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- 2023
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10. Floristic inventory and distribution characteristics of algific talus slopes in a specific area of forest biodiversity in South Korea
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Jong-Won Lee, Ho-Geun Yun, TaeYoung Hwang, Kyung Min Kim, Se-Hoon Jung, and Jong Bin An
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This study conducted a survey for establishing in-situ and ex-situ conservation measures for northern linage plants that are vulnerable to climate change and for designating Forest Genetic Resource Reserve for 25 algific talus slope sites, which are specific areas of forest biodiversity. The survey was conducted in South Korea within a distance of 50 m to the east, west, north, and south from the core area where wind blows to the algific talus slopes. The study was conducted once or twice per season from April 2016 to November 2021. Vascular plants of 25 algific talus slope sites in South Korea included a total of 1,052 taxa of 125 families, 486 genera, 947 species, 23 subsp., 75 var., and 7 f. The maximum surveyed area was 0.09 km2, accounting for only 0.00014% of the 62,860 km2 forest area in Korea, but comprise 22.27% of the 4,724 species of vascular plants in Korea. The algific talus slopes are areas rich in forest biodiversity. Six taxa were categorized as endangered, including Paeonia obovata Maxim. Sixty-seven taxa, including Astilboides tabularis (Hemsl.) Engl.; 58 taxa endemic to the Korean Peninsula, including Weigela subsessilis (Nakai) L.H. Bailey; and 317 taxa of floristic target plants were categorized as rare plants in the Red list. Further, 181 taxa were identified as northern linage plants and 32 taxa, including Sillaphyton podagraria (H. Boissieu) Pimenov, were limestone area plants. Regarding alien plants, 75 taxa, including Oenothera biennis L., were identified, and the naturalization and urbanization rates were 7.13% and 12.12%, respectively. Plants specific to the phytogeography of the 25 algific talus slope sites in this study were Vaccinium vitis-idaea L., Rosa koreana Kom., Syringa villosa Vahl subsp. wolfii (C.K. Schneid.) Y. Chen & D.Y. Hong, Lonicera chrysantha Turcz. ex Ledeb., Tephroseris flammea (Turcz. ex DC.) Holub, among others.
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- 2023
11. Evolutionary divergence of Firre localization and expression
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Christian Much, Michael J. Smallegan, Taeyoung Hwang, Skylar D. Hanson, Gabrijela Dumbović, and John L. Rinn
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Molecular Biology - Abstract
Long noncoding RNAs (lncRNAs) are rapidly evolving and thus typically poorly conserved in their sequences. How these sequence differences affect the characteristics and potential functions of lncRNAs with shared synteny remains unclear. Here we show that the syntenically conserved lncRNA Firre displays distinct expression and localization patterns in human and mouse. Single molecule RNA FISH reveals that in a range of cell lines, mouse Firre (mFirre) is predominantly nuclear, while human FIRRE (hFIRRE) is distributed between the cytoplasm and nucleus. This localization pattern is maintained in human/mouse hybrid cells expressing both human and mouse Firre, implying that the localization of the lncRNA is species autonomous. We find that the majority of hFIRRE transcripts in the cytoplasm are comprised of isoforms that are enriched in RRD repeats. We furthermore determine that in various tissues, mFirre is more highly expressed than its human counterpart. Our data illustrate that the rapid evolution of syntenic lncRNAs can lead to variations in lncRNA localization and abundance, which in turn may result in disparate lncRNA functions even in closely related species.
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- 2022
12. MXenes – Versatile 2D materials for identification of biomarkers and contaminants in large scale environments – A review
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Narendhar Chandrasekar, Alexander Pinky Steffi, Balaji Ramachandran, Michael Taeyoung Hwang, Vahid Faramarzi, and Muthusamy Govarthanan
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Biochemistry ,General Environmental Science - Published
- 2023
13. Massively Parallel Dissection of RNA in RNA-protein interactions in vivo
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Evan P. Hass, Yu Hsuan Lee, Will Campodonico, Yong Kyu Lee, Erika Lasda, Jaynish S Shah, John L. Rinn, and Taeyoung Hwang
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Many of the biological functions performed by RNA are mediated by RNA-binding proteins (RBPs), and understanding the molecular basis of these interactions is fundamental to molecular biology. Here, we present MPRNA-immunoprecipitation (MPRNA-IP), an adaptation of the previously developed massively parallel RNA assay (MPRNA), and a new avenue for in vivo high-throughput dissection of RNA-protein interactions. By using custom pools of tens of thousands of RNA sequences containing systematically designed truncations and mutations, we are able to identify RNA domains, sequences, and secondary structures necessary and sufficient for protein binding in a single experiment. We show that this approach is successful for multiple RNAs of interest including NORAD, MS2, and human telomerase RNA, and we describe statistical models for identifying RNA domains and parsing the structural contributions of RNA in these interactions. By blending modern and classical approaches, MPRNA-IP provides a novel high-throughput way to elucidate RNA-based mechanisms behind RNA-protein interactions.
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- 2022
14. The Sox2 transcription factor binds RNA
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Deborah S. Wuttke, Robert T. Batey, Taeyoung Hwang, Desmond J. Hamilton, Zachariah E Holmes, Nicholas V. Parsonnet, and John L. Rinn
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Male ,Models, Molecular ,0301 basic medicine ,Immunoprecipitation ,Science ,Static Electricity ,General Physics and Astronomy ,RNA-binding proteins ,Binding, Competitive ,Article ,General Biochemistry, Genetics and Molecular Biology ,Mice ,03 medical and health sciences ,0302 clinical medicine ,Protein Domains ,SOX2 ,DNA-binding proteins ,Transcription factors ,Animals ,lcsh:Science ,Transcription factor ,Sequence Deletion ,Regulation of gene expression ,Multidisciplinary ,Base Sequence ,Chemistry ,SOXB1 Transcription Factors ,Neurogenesis ,RNA ,Mouse Embryonic Stem Cells ,DNA ,General Chemistry ,Embryonic stem cell ,In vitro ,Cell biology ,030104 developmental biology ,030220 oncology & carcinogenesis ,lcsh:Q ,RNA, Long Noncoding ,Protein Binding - Abstract
Certain transcription factors are proposed to form functional interactions with RNA to facilitate proper regulation of gene expression. Sox2, a transcription factor critical for maintenance of pluripotency and neurogenesis, has been found associated with several lncRNAs, although it is unknown whether these interactions are direct or via other proteins. Here we demonstrate that human Sox2 interacts directly with one of these lncRNAs with high affinity through its HMG DNA-binding domain in vitro. These interactions are primarily with double-stranded RNA in a non-sequence specific fashion, mediated by a similar but not identical interaction surface. We further determined that Sox2 directly binds RNA in mouse embryonic stem cells by UV-cross-linked immunoprecipitation of Sox2 and more than a thousand Sox2-RNA interactions in vivo were identified using fRIP-seq. Together, these data reveal that Sox2 employs a high-affinity/low-specificity paradigm for RNA binding in vitro and in vivo., Some transcription factors have been proposed to functionally interact with RNA to facilitate proper regulation of gene expression. Here the authors demonstrate that human Sox2 interact directly and with high affinity to RNAs through its HMG DNA-binding domain.
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- 2020
15. Genome-wide perturbations of Alu expression and Alu-associated post-transcriptional regulations find a uniqueness of oligodendroglioma in glioma
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Taeyoung Hwang, Sojin Kim, Tamrin Chowdhury, Hyeon Jong Yu, Kyung-Min Kim, Ho Kang, Jae Kyung Won, Sung-Hye Park, Joo Heon Shin, and Chul-Kee Park
- Published
- 2022
16. Detection of SARS-CoV-2 Virus Amplification Using a Crumpled Graphene Field-Effect Transistor Biosensor
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Insu Park, Jongwon Lim, Seungyong You, Michael Taeyoung Hwang, Jaehong Kwon, Katherine Koprowski, Sungdae Kim, John Heredia, Sarah A. Stewart de Ramirez, Enrique Valera, and Rashid Bashir
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Fluid Flow and Transfer Processes ,crumpled graphene FET biosensor ,SARS-CoV-2 ,Process Chemistry and Technology ,COVID-19 ,Bioengineering ,Biosensing Techniques ,flat graphene FET biosensor ,Sensitivity and Specificity ,Article ,Humans ,Graphite ,VTM clinical samples ,Instrumentation ,Pandemics ,RT-LAMP - Abstract
The rapid and unexpected spread of SARS-CoV-2 worldwide has caused unprecedented disruption to daily life and has brought forward critical challenges for public health. The disease was the largest cause of death in the United States in early 2021. Likewise, the COVID-19 pandemic has highlighted the need for rapid and accurate diagnoses at scales larger than ever before. To improve the availability of current gold standard diagnostic testing methods, the development of point-of-care devices that can maintain gold standard sensitivity while reducing the cost and providing portability is much needed. In this work, we combine the amplification capabilities of reverse transcriptase loop-mediated isothermal amplification (RT-LAMP) techniques with high-sensitivity end-point detection of crumpled graphene field-effect transistors (cgFETs) to develop a portable detection cell. This electrical detection method takes advantage of the ability of graphene to adsorb single-stranded DNA due to noncovalent π–π bonds but not double-stranded DNA. These devices have demonstrated the ability to detect the presence of the SARS-CoV-2 virus in a range from 10 to 104 copies/μL in 20 viral transport medium (VTM) clinical samples. As a result, we achieved 100% PPV, NPV, sensitivity, and specificity with 10 positive and 10 negative VTM clinical samples. Further, the cgFET devices can differentiate between positive and negative VTM clinical samples in 35 min based on the Dirac point shift. Likewise, the improved sensing capabilities of the crumpled gFET were compared with those of the traditional flat gFET devices.
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- 2021
17. Evolutionary divergence of
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Christian, Much, Michael J, Smallegan, Taeyoung, Hwang, Skylar D, Hanson, Gabrijela, Dumbović, and John L, Rinn
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Cell Nucleus ,Cytoplasm ,Mice ,Animals ,RNA, Long Noncoding - Abstract
Long noncoding RNAs (lncRNAs) are rapidly evolving and thus typically poorly conserved in their sequences. How these sequence differences affect the characteristics and potential functions of lncRNAs with shared synteny remains unclear. Here we show that the syntenically conserved lncRNA
- Published
- 2021
18. Genome‐wide investigation of intragenic DNA methylation identifies ZMIZ1 gene as a prognostic marker in glioblastoma and multiple cancer types
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Taeyoung Hwang, Peter C. Burger, Victor E. Velculescu, Zineb Belcaid, Russell Maxwell, Leslie Cope, Drew M. Pardoll, Alfred P. See, Chul-Kee Park, Gary L. Gallia, Mihoko Kai, Yuan Rui, Michael Lim, Henry Brem, Chetan Bettegowda, Patrick K. Ha, Joshua Casaos, Yuanxuan Xia, Jordan J. Green, Jillian Phallen, Dimitrios Mathios, and Kerrie L. McDonald
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Cancer Research ,Transcription, Genetic ,Mice, Nude ,Biology ,Genome ,Epigenesis, Genetic ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Cell Movement ,Cell Line, Tumor ,Molecular marker ,Biomarkers, Tumor ,medicine ,Animals ,Epigenetics ,Promoter Regions, Genetic ,Gene ,Brain Neoplasms ,Cancer ,Promoter ,Methylation ,DNA Methylation ,Prognosis ,medicine.disease ,Gene Expression Regulation, Neoplastic ,Oncology ,chemistry ,030220 oncology & carcinogenesis ,DNA methylation ,Cancer research ,Female ,Glioblastoma ,Genome-Wide Association Study ,Transcription Factors - Abstract
DNA methylation has long been recognized as a tumor-promoting factor when aberrantly regulated in the promoter region of genes. However, the effect of intragenic DNA methylation remains poorly understood on the clinical aspects of cancer. Here, we first evaluated the significance of intragenic DNA methylation for survival outcomes of cancer patients in a genome-wide manner. Glioblastoma patients with hypermethylated intragenic regions exhibited better survival than hypomethylated patients. Enrichment analyses of intragenic DNA methylation profiles with epigenetic signatures prioritized the intragenic DNA methylation of ZMIZ1 as a possible glioblastoma prognostic marker that is independent of MGMT methylation in IDH1 wild-type patients. This intragenic region harbored molecular signatures of alternative transcription across many cell types. Furthermore, we found that the intragenic region of ZMIZ1 can serve as a molecular marker in multiple cancers including astrocytomas, bladder cancer and renal cell carcinoma according to DNA methylation status. Finally, in vitro and in vivo experiments uncovered the role of ZMIZ1 as a driver of tumor cell migration. Altogether, our results identify ZMIZ1 as a prognostic marker in cancer and highlight the clinical significance of intragenic methylation in cancer.
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- 2019
19. Integrative analysis of DNA methylation suggests down-regulation of oncogenic pathways and reduced somatic mutation rates in survival outliers of glioblastoma
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Yun Sik Dho, Peter C. Burger, Michael Lim, Irene Daris, Chetan Bettegowda, Taeyoung Hwang, Sung Hye Park, Chul-Kee Park, Sojin Kim, Hruban Carolyn, Joo Heon Shin, Dimitrios Mathios, and Kerrie L. McDonald
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0301 basic medicine ,Carcinogenesis ,Down-Regulation ,Biology ,medicine.disease_cause ,DNA methyltransferase ,lcsh:RC346-429 ,Epigenesis, Genetic ,Pathology and Forensic Medicine ,Histones ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,0302 clinical medicine ,Germline mutation ,Cancer Survivors ,Mutation Rate ,medicine ,Humans ,Long-term survivor ,Epigenetics ,neoplasms ,lcsh:Neurology. Diseases of the nervous system ,Epigenomics ,Mutation ,DNA methylation ,Brain Neoplasms ,Research ,Genome-wide analyses ,Publisher Correction ,Isocitrate Dehydrogenase ,030104 developmental biology ,CpG site ,Cancer research ,Neurology (clinical) ,Glioblastoma ,030217 neurology & neurosurgery ,DNA hypomethylation - Abstract
The study of survival outliers of glioblastoma can provide important clues on gliomagenesis as well as on the ways to alter clinical course of this almost uniformly lethal cancer type. However, there has been little consensus on genetic and epigenetic signatures of the long-term survival outliers of glioblastoma. Although the two classical molecular markers of glioblastoma including isocitrate dehydrogenase 1 or 2 (IDH1/2) mutation and O6-methylguanine DNA methyltransferase (MGMT) promoter methylation are associated with overall survival rate of glioblastoma patients, they are not specific to the survival outliers. In this study, we compared the two groups of survival outliers of glioblastoma with IDH wild-type, consisting of the glioblastoma patients who lived longer than 3 years (n = 17) and the patients who lived less than 1 year (n = 12) in terms of genome-wide DNA methylation profile. Statistical analyses were performed to identify differentially methylated sites between the two groups. Functional implication of DNA methylation patterns specific to long-term survivors of glioblastoma were investigated by comprehensive enrichment analyses with genomic and epigenomic features. We found that the genome of long-term survivors of glioblastoma is differentially methylated relative to short-term survivor patients depending on CpG density: hypermethylation near CpG islands (CGIs) and hypomethylation far from CGIs. Interestingly, these two patterns are associated with distinct oncogenic aspects in gliomagenesis. In the long-term survival glioblastoma-specific sites distant from CGI, somatic mutations of glioblastoma are enriched with higher DNA methylation, suggesting that the hypomethylation in long-term survival glioblastoma can contribute to reduce the rate of somatic mutation. On the other hand, the hypermethylation near CGIs associates with transcriptional downregulation of genes involved in cancer progression pathways. Using independent cohorts of IDH1/2- wild type glioblastoma, we also showed that these two patterns of DNA methylation can be used as molecular markers of long-term survival glioblastoma. Our results provide extended understanding of DNA methylation, especially of DNA hypomethylation, in cancer genome and reveal clinical importance of DNA methylation pattern as prognostic markers of glioblastoma. Electronic supplementary material The online version of this article (10.1186/s40478-019-0744-0) contains supplementary material, which is available to authorized users.
- Published
- 2019
20. Genome-Wide Perturbations of Alu Expression and Alu-Associated Post-Transcriptional Regulations Find a Uniqueness in Oligodendroglioma
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Kyung Min Kim, Jae Kyung Won, Taeyoung Hwang, Chul-Kee Park, Tamrin Chowdhury, Hyeon Jong Yu, Sojin Kim, Ho Kang, Sung Hye Park, and Joo Heon Shin
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Expression (architecture) ,medicine ,Computational biology ,Uniqueness ,Oligodendroglioma ,Biology ,medicine.disease ,Genome - Abstract
BackgroundAlu is a primate-specific repeat element in the human genome and has been increasingly appreciated as a regulatory element in many biological processes. But the role of Alu has not been studied comprehensively in brain tumor because an evolutionary perspective has been the subject of little research in brain tumor. We aim to investigate the relevance of Alu to the gliomagenesis.MethodsUsing a total of 41 pairs of neurotypicial brain tissue samples and samples of diverse gliomas, we performed strand-specific RNA-seq and analyzed two Alu-associated post-transcriptional regulations, A-to-I editing and circular RNAs, and Alu expression in a genome-wide way. ResultsWe found that while both A-to-I editing and circular RNA are decreased overall in gliomas, grade 2 oligodendrogliomas do not show this same pattern of global changes. Instead, in comparison with other gliomas, oligodendrogliomas showed a higher proportion of perturbed Alu RNA. Adenosine deaminase acting on RNA 2 (ADAR2) was down-regulated in gliomas other than grade 2 oligodendrogliomas, contributing to the observed Alu-associated perturbation. ConclusionsOur results demonstrate that Alu is associated with glioma development and grade 2 oligodendroglioma exhibits a unique pattern of Alu-associated post-transcriptional regulations, which provides an insight to gliomagenesis from the perspective of an evolutionary genetic element.
- Published
- 2021
21. Identification of differentially expressed subnetworks based on multivariate ANOVA.
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Taeyoung Hwang and Taesung Park
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- 2009
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22. RNA is essential for PRC2 chromatin occupancy and function in human pluripotent stem cells
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Thomas R. Cech, Karen J. Goodrich, Yicheng Long, Taeyoung Hwang, John L. Rinn, and Anne R. Gooding
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Pluripotent Stem Cells ,RNase P ,Heterochromatin ,Cellular differentiation ,Induced Pluripotent Stem Cells ,macromolecular substances ,Histones ,03 medical and health sciences ,0302 clinical medicine ,Transcription (biology) ,Genetics ,Humans ,Induced pluripotent stem cell ,030304 developmental biology ,0303 health sciences ,Binding Sites ,Genome ,biology ,Polycomb Repressive Complex 2 ,RNA ,Cell Differentiation ,Chromatin ,Cell biology ,biology.protein ,PRC2 ,Carrier Proteins ,030217 neurology & neurosurgery ,Protein Binding - Abstract
Many chromatin-binding proteins and protein complexes that regulate transcription also bind RNA. One of these, Polycomb repressive complex 2 (PRC2), deposits the H3K27me3 mark of facultative heterochromatin and is required for stem cell differentiation. PRC2 binds RNAs broadly in vivo and in vitro. Yet, the biological importance of this RNA binding remains unsettled. Here, we tackle this question in human induced pluripotent stem cells by using multiple complementary approaches. Perturbation of RNA-PRC2 interaction by RNase A, by a chemical inhibitor of transcription or by an RNA-binding-defective mutant all disrupted PRC2 chromatin occupancy and localization genome wide. The physiological relevance of PRC2-RNA interactions is further underscored by a cardiomyocyte differentiation defect upon genetic disruption. We conclude that PRC2 requires RNA binding for chromatin localization in human pluripotent stem cells and in turn for defining cellular state.
- Published
- 2020
23. Additional file 15 of The Tug1 lncRNA locus is essential for male fertility
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Lewandowski, Jordan P., Dumbović, Gabrijela, Watson, Audrey R., Taeyoung Hwang, Jacobs-Palmer, Emily, Chang, Nydia, Much, Christian, Turner, Kyle M., Kirby, Christopher, Rubinstein, Nimrod D., Groff, Abigail F., Liapis, Steve C., Gerhardinger, Chiara, Bester, Assaf, Pandolfi, Pier Paolo, Clohessy, John G., Hopi E. Hoekstra, Sauvageau, Martin, and Rinn, John L.
- Abstract
Additional file 15: Fig. S10. Loss of TUG1 expression in infertile human males. Heatmap of microarray data from three different probe sets showing decreased expression of TUG1 in sperm from infertile teratozoospermic men (T) compared to fertile (normospermic) individuals (ND). In all cases, p < 4.39 x10-4.
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- 2020
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24. Additional file 3 of The Tug1 lncRNA locus is essential for male fertility
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Lewandowski, Jordan P., Dumbović, Gabrijela, Watson, Audrey R., Taeyoung Hwang, Jacobs-Palmer, Emily, Chang, Nydia, Much, Christian, Turner, Kyle M., Kirby, Christopher, Rubinstein, Nimrod D., Groff, Abigail F., Liapis, Steve C., Gerhardinger, Chiara, Bester, Assaf, Pandolfi, Pier Paolo, Clohessy, John G., Hopi E. Hoekstra, Sauvageau, Martin, and Rinn, John L.
- Abstract
Additional file 3: Fig. S3. Overview of the Tug1 locus in mouse. UCSC genome browser showing the murineTug1 locus. The three predominate Tug1 isoforms are depicted (black) and the Tug1 transgene (tg(Tug1)) is shown (blue). For Tug1 knockout, the longest annotated Tug1 isoform was replaced by a lacZ reporter cassette, leaving the promotor and first exon intact. The deleted region is indicated by red dashed lines. The open reading frame (ORF) encoding the TUG1-BOAT protein and PhyloCSF scores for the (-2) frame across the locus are depicted (grey). Chromosomal coordinates (mm10) are shown.
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- 2020
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25. Additional file 2 of The Tug1 lncRNA locus is essential for male fertility
- Author
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Lewandowski, Jordan P., Dumbović, Gabrijela, Watson, Audrey R., Taeyoung Hwang, Jacobs-Palmer, Emily, Chang, Nydia, Much, Christian, Turner, Kyle M., Kirby, Christopher, Rubinstein, Nimrod D., Groff, Abigail F., Liapis, Steve C., Gerhardinger, Chiara, Bester, Assaf, Pandolfi, Pier Paolo, Clohessy, John G., Hopi E. Hoekstra, Sauvageau, Martin, and Rinn, John L.
- Subjects
embryonic structures ,reproductive and urinary physiology - Abstract
Additional file 2: Fig. S2. In vivo expression pattern of Tug1 during murine embryogenesis. RNA in situ hybridization of Tug1 RNA using a digoxigenin-labeled antisense RNA probe in mouse embryos at different developmental stages. Embryonic day (E)8.5, E9.5, E10.5, E11.5, and E12.5 are shown.
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- 2020
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26. Additional file 4 of The Tug1 lncRNA locus is essential for male fertility
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Lewandowski, Jordan P., Dumbović, Gabrijela, Watson, Audrey R., Taeyoung Hwang, Jacobs-Palmer, Emily, Chang, Nydia, Much, Christian, Turner, Kyle M., Kirby, Christopher, Rubinstein, Nimrod D., Groff, Abigail F., Liapis, Steve C., Gerhardinger, Chiara, Bester, Assaf, Pandolfi, Pier Paolo, Clohessy, John G., Hopi E. Hoekstra, Sauvageau, Martin, and Rinn, John L.
- Abstract
Additional file 4: Fig. S4. Morphology analysis of Tug1-/- mice and sperm (A) Body mass (g) measurements over 11 weeks of male and female Tug1-/- mice compared to wild type littermates. Males: Tug1-/- (n = 7); WT (n = 8). Females: Tug1-/- (n = 3), WT (n = 7). Significant p values at specific time points are indicated (*). (B) Representative images from adult male mice (12 weeks old) show normal physiological appearance of external genitalia and reproductive tracks in Tug1-/- compared to WT. Seminal vesicles (SV), vas deferens (VD), bladder (B), testicle (T), epididymis (E), anterior prostate (AP). (C) Box plots of body mass (g) (left panel), relative testis mass (testis mass / body mass; middle panel) and total sperm count for wild type (n = 9) and Tug1-/- males. (D) Box plots of the percentage of different sperm morphological abnormalities for wild type (n = 9) and Tug1-/- (n = 8) males. Significant (*) p value (Wilcoxon rank sum test) is indicated.
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- 2020
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27. The Firre locus produces a trans-acting RNA molecule that functions in hematopoiesis
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Chiara Gerhardinger, Taeyoung Hwang, Richard A. Flavell, James Lee, Amy J. Wagers, Jordan P. Lewandowski, Adam Williams, Nydia Chang, Abigail F. Groff, Jeannie T. Lee, Jorge Henao-Meija, John L. Rinn, Jill M. Goldstein, William Mallard, Hongjae Sunwoo, Lee, James C [0000-0001-5711-9385], Sunwoo, Hongjae [0000-0001-8321-6269], Mallard, William [0000-0002-2271-945X], Flavell, Richard A [0000-0003-4461-0778], Lee, Jeannie T [0000-0001-7786-8850], Rinn, John L [0000-0002-7231-7539], and Apollo - University of Cambridge Repository
- Subjects
Lipopolysaccharides ,0301 basic medicine ,Science ,Transgene ,Mutant ,General Physics and Astronomy ,Locus (genetics) ,Stem cells ,Biology ,Article ,General Biochemistry, Genetics and Molecular Biology ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Transcription (biology) ,Gene expression ,Genetic model ,Animals ,lcsh:Science ,030304 developmental biology ,Mice, Knockout ,0303 health sciences ,Multidisciplinary ,Lymphopoiesis ,Gene Expression Regulation, Developmental ,RNA ,General Chemistry ,Immunity, Innate ,Hematopoiesis ,3. Good health ,Cell biology ,Fertility ,Phenotype ,030104 developmental biology ,chemistry ,Genetic Loci ,Organ Specificity ,Long non-coding RNAs ,Cytokines ,lcsh:Q ,RNA, Long Noncoding ,Trans-acting ,030217 neurology & neurosurgery ,DNA - Abstract
RNA has been classically known to play central roles in biology, including maintaining telomeres, protein synthesis, and in sex chromosome compensation. While thousands of long noncoding RNAs (lncRNAs) have been identified, attributing RNA-based roles to lncRNA loci requires assessing whether phenotype(s) could be due to DNA regulatory elements, transcription, or the lncRNA. Here, we use the conserved X chromosome lncRNA locus Firre, as a model to discriminate between DNA- and RNA-mediated effects in vivo. We demonstrate that (i) Firre mutant mice have cell-specific hematopoietic phenotypes, and (ii) upon exposure to lipopolysaccharide, mice overexpressing Firre exhibit increased levels of pro-inflammatory cytokines and impaired survival. (iii) Deletion of Firre does not result in changes in local gene expression, but rather in changes on autosomes that can be rescued by expression of transgenic Firre RNA. Together, our results provide genetic evidence that the Firre locus produces a trans-acting lncRNA that has physiological roles in hematopoiesis., LncRNA loci potentially contain multiple modes that can exert function, including DNA regulatory elements. Here, the authors generated genetic models in mice to dissect the role of the syntenically conserved lncRNA Firre in the context of hematopoiesis.
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- 2019
28. Influence of heat and moisture treatment on carotenoids, phenolic content, and antioxidant capacity of orange maize flour
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Taeyoung Hwang and Trust Beta
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Hot Temperature ,Food Handling ,Flour ,Orange (colour) ,Zea mays ,01 natural sciences ,Antioxidants ,Analytical Chemistry ,Ferulic acid ,chemistry.chemical_compound ,0404 agricultural biotechnology ,Phenols ,Zeaxanthins ,Food science ,Water content ,Carotenoid ,chemistry.chemical_classification ,Chromatography ,ABTS ,Moisture ,Butanol ,Lutein ,010401 analytical chemistry ,04 agricultural and veterinary sciences ,General Medicine ,Phenolic acid ,Carotenoids ,040401 food science ,0104 chemical sciences ,chemistry ,Food Science - Abstract
The aim of this work was to study the effect of heat and moisture treatment (HMT) on carotenoids, phenolic content and antioxidant capacity of ground, orange maize. Total carotenoid content (TCC) of untreated sample (53.39 mg/kg) was 2.2 times higher than measured in treated orange maize f (24.61 mg/kg). The rates of degradation with HMT were in the following order: β-carotene > β-cryptoxanthin > zeaxanthin > lutein. There was a significant interaction between longer heating time and higher moisture content on carotenoid degradation (p
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- 2018
29. Characterizing the nuclear and cytoplasmic transcriptomes in developing and mature human cortex uncovers new insight into psychiatric disease gene regulation
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Emily E. Burke, Daniel R. Weinberger, Andrew E. Jaffe, Ran Tao, Thomas M. Hyde, Anandita Rajpurohit, Taeyoung Hwang, Joo Heon Shin, Joel E. Kleinman, and Amanda J. Price
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Cytoplasm ,RNA-binding protein ,Biology ,03 medical and health sciences ,0302 clinical medicine ,Genetics ,Humans ,Genetic Predisposition to Disease ,Gene ,Genetics (clinical) ,Genetic Association Studies ,030304 developmental biology ,Regulation of gene expression ,Cell Nucleus ,Cerebral Cortex ,0303 health sciences ,Gene Expression Profiling ,Mental Disorders ,Research ,Alternative splicing ,Intron ,Age Factors ,RNA ,Computational Biology ,High-Throughput Nucleotide Sequencing ,Molecular Sequence Annotation ,Cell biology ,Gene expression profiling ,Alternative Splicing ,Gene Expression Regulation ,RNA editing ,Splicing factor binding ,RNA Editing ,Transcriptome ,030217 neurology & neurosurgery - Abstract
Transcriptome compartmentalization by the nuclear membrane provides both stochastic and functional buffering of transcript activity in the cytoplasm and has recently been implicated in neurodegenerative disease processes. Although many mechanisms regulating transcript compartmentalization are also prevalent in brain development, the extent to which subcellular localization differs as the brain matures has yet to be addressed. To characterize the nuclear and cytoplasmic transcriptomes during brain development, we sequenced both RNA fractions from homogenate prenatal and adult human postmortem cortex using PolyA+ and RiboZero library preparation methods. We find that while many genes are differentially expressed by fraction and developmental expression changes are similarly detectable in nuclear and cytoplasmic RNA, the compartmented transcriptomes become more distinct as the brain matures, perhaps reflecting increased utilization of nuclear retention as a regulatory strategy in adult brain. We examined potential mechanisms of this developmental divergence including alternative splicing, RNA editing, nuclear pore composition, RNA binding protein motif enrichment, and RNA secondary structure. Intron retention is associated with greater nuclear abundance in a subset of transcripts, as is enrichment for several splicing factor binding motifs. Finally, we examined disease association with fraction-regulated gene sets and found nuclear-enriched genes were also preferentially enriched in gene sets associated with neurodevelopmental psychiatric diseases. These results suggest that although gene-level expression is globally comparable between fractions, nuclear retention of transcripts may play an underappreciated role in developmental regulation of gene expression in brain, particularly in genes whose dysregulation is related to neuropsychiatric disorders.
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- 2019
30. The Tug1 Locus is Essential for Male Fertility
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S. van Heesch, J. Felicitas Schulz, Gabrijela Dumbovic, C. Kirby, Nydia Chang, Chiara Gerhardinger, Christian Much, Emily Jacobs-Palmer, Abigail F. Groff, Kyle M. Turner, Nimrod D. Rubinstein, Jordan P. Lewandowski, Martin Sauvageau, Taeyoung Hwang, Stephen C. Liapis, Hopi E. Hoekstra, A. R. Watson, C.-L. Müller, John L. Rinn, and Norbert Hubner
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Genetics ,Transcription (biology) ,Knockout mouse ,Repressor ,RNA ,Locus (genetics) ,Biology ,Genome ,Phenotype ,Gene - Abstract
BackgroundSeveral long noncoding RNAs (lncRNAs) have been shown to function as central components of molecular machines that play fundamental roles in biology. While the number of annotated lncRNAs in mammalian genomes has greatly expanded, their functions remain largely uncharacterized. This is compounded by the fact that identifying lncRNA loci that have robust and reproducible phenotypes when mutated has been a challenge.ResultsWe previously generated a cohort of 20 lncRNA loci knockout mice. Here, we extend our initial study and provide a more detailed analysis of the highly conserved lncRNA locus, Taurine Upregulated Gene 1 (Tug1). We report that Tug1 knockout male mice are sterile with complete penetrance due to a low sperm count and abnormal sperm morphology. Having identified a lncRNA loci with a robust phenotype, we wanted to determine which, if any, potential elements contained in the Tug1 genomic region (DNA, RNA, protein, or the act of transcription) have activity. Using engineered mouse models and cell-based assays, we provide evidence that the Tug1 locus harbors three distinct regulatory activities – two noncoding and one coding: (i) a cis DNA repressor that regulates many neighboring genes, (ii) a lncRNA that can regulate genes by a trans-based function, and finally (iii) Tug1 encodes an evolutionary conserved peptide that when overexpressed impacts mitochondrial membrane potential.ConclusionsOur results reveal an essential role for the Tug1 locus in male fertility and uncover three distinct regulatory activities in the Tug1 locus, thus highlighting the complexity present at lncRNA loci.
- Published
- 2019
31. Additional file 1: of Integrative analysis of DNA methylation suggests down-regulation of oncogenic pathways and reduced somatic mutation rates in survival outliers of glioblastoma
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Taeyoung Hwang, Mathios, Dimitrios, McDonald, Kerrie, Daris, Irene, Sung-Hye Park, Burger, Peter, Sojin Kim, Yun-Sik Dho, Hruban Carolyn, Chetan Bettegowda, Shin, Joo, Lim, Michael, and Chul-Kee Park
- Abstract
Figures S1. Classification of the sites in the 450â k bead array according to CGI. Figure S2. The cells and histone marks obtained from ENCODE. Figure S3. Volcano plot of differences between STS-GBM and LTS-GBM in DNA methylation level (beta). Figure S4. Proportion of the number of significant sites according to chromosomes. Figure S5. The relation between the ChIP-seq signal of H3K9me3 and the DNA methylation level (beta) for the hyper-methylated sites in U87 cell line. Figure S6. Enrichment of significant differential sites in gene regions. Figure S7. Distribution of Pearson correlation coefficients between DNA methylation level (beta) and gene expression measured by RNA-seq (FPKM) across GBM samples in TCGA. Figure S8. Distribution of Z-score of DNA methylation of the sample with somatic mutation. Table S1. Sample information. Table S3. Gene Ontology (GO) results of the hypo-methylated sites. (PDF 2060 kb)
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- 2019
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32. Provitamin A potential of landrace orange maize variety ( Zea mays L.) grown in different geographical locations of central Malawi
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Susan D. Arntfield, Rachel Bezner-Kerr, Victoria Ndolo, Trust Beta, Blessings Nyirenda, Taeyoung Hwang, and Mangani Katundu
- Subjects
chemistry.chemical_classification ,Malawi ,Lutein ,Oxygen radical absorbance capacity ,Chemistry ,Provitamin ,Biofortification ,food and beverages ,04 agricultural and veterinary sciences ,General Medicine ,Orange (colour) ,Carotenoids ,Zea mays ,040401 food science ,Analytical Chemistry ,Zeaxanthin ,Retinol Activity Equivalent ,chemistry.chemical_compound ,Horticulture ,0404 agricultural biotechnology ,Zeaxanthins ,Botany ,Carotenoid ,Solanum tuberosum ,Food Science - Abstract
The provitamin A potential of landrace orange maize from different locations (A, B, C and D) of central Malawi has been evaluated. Physicochemical compositions, color, total carotenoid content (TCC), carotenoid profiles, and oxygen radical absorbance capacity (ORAC) and 2,2-diphenyl-1-picryhydrazyl (DPPH) free radical scavenging activity as antioxidant capacities of maize were determined. Color values of orange maize had correlations with β-cryptoxanthin (r>0.36). TCC of white and orange maize averaged 2.12 and 59.5 mg/kg, respectively. Lutein was the most abundant carotenoid (47.8%) in orange maize, followed by zeaxanthin (24.2%), β-carotene (16.4%) and β-cryptoxanthin (11.6%). Location D showed the highest levels of lutein, zeaxanthin and antioxidant capacity. Provitamin A content of orange maize met the target level (15 μg/g) of biofortification. Retinol activity equivalent (RAE) from β-cryptoxanthin and β-carotene in orange maize averaged 81.73 μg/100g. In conclusion, orange maize has the potential to be a natural source of provitamin A.
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- 2016
33. P04.32 Integrative analysis of DNA methylation suggests down-regulation of oncogenic pathways and reduced de-novo mutation in survival outliers of glioblastoma
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Peter C. Burger, Irene Daris, Yun Sik Dho, Sunghyouk Park, Michael Lim, Hruban C, Cho Rong Park, Chetan Bettegowda, Dimitrios Mathios, Taeyoung Hwang, Shin J, Sun-Sin Kim, and K. L. McDonald
- Subjects
Genetics ,Cancer Research ,business.industry ,De novo mutation ,Biology ,medicine.disease ,Poster Presentations ,Text mining ,Oncology ,Downregulation and upregulation ,DNA methylation ,medicine ,Neurology (clinical) ,business ,Glioblastoma - Abstract
BACKGROUND: The study of survival outliers of glioblastoma (GBM) can have important implications on gliomagenesis as well as in the identification of ways to alter clinical course on this almost uniformly lethal cancer type. However, current studied epigenetic and genetic signatures of the GBM outliers have failed to identify unifying criteria to characterize this unique group of patients. MATERIAL AND METHODS: We compared global DNA methylation patterns of IDH wild-type (IDH WT) GBM patients who lived longer than 3 years (n=17, LTS-GBM) with patients who lived less than 1 year (n=12, STS-GBM), and performed comprehensive enrichment analyses with genomic and epigenomic signatures in conjunction with available open source data. The analysis result was further validated with an independent set of 10 LTS-GBM samples. RESULTS: We found that the genome of LTS-GBM is differentially methylated relative to STS-GBM depending on CpG density: hypermethylation near CpG islands (CGIs) and hypomethylation far from CGIs. Interestingly, these two patterns are associated with distinct signature of histone mark enrichment, and oncogenic aspects in gliomagenesis. The hypomethylation pattern at the region distant from CGI is associated with H3K9me3 enrichment and lower rates of de novo mutations, while the hypermethylation at CGIs is associated with H3K27ac and correlates with transcriptional downregulation of genes involved in cancer progression pathways. CONCLUSION: These results extend our understanding of DNA methylation of survival outliers in glioblastoma in a genome-wide level and provide insight on the potential impact of DNA hypomethylation in cancer genome.
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- 2018
34. Integrative analysis of DNA methylation suggests down-regulation of oncogenic pathways and reduced de-novo mutation in survival outliers of glioblastoma
- Author
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Sung Hye Park, Yun Sik Dho, Irene Daris, Joo Heon Shin, Taeyoung Hwang, Hruban Carolyn, Chul-Kee Park, Chetan Bettegowda, Dimitrios Mathios, Kerrie L. McDonald, Michael Lim, Sojin Kim, and Peter C. Burger
- Subjects
CpG site ,DNA methylation ,Cancer research ,medicine ,Cancer ,Epigenetics ,Biology ,medicine.disease ,Genome ,Gene ,Epigenomics ,DNA hypomethylation - Abstract
The study of survival outliers of glioblastoma (GBM) can have important implications on gliomagenesis as well as in the identification of ways to alter clinical course on this almost uniformly lethal cancer type. However, current studied epigenetic and genetic signatures of the GBM outliers have failed to identify unifying criteria to characterize this unique group of patients. In this study, we profiled the global DNA methylation pattern of mainly IDH1 wild type survival outliers of glioblastoma and performed comprehensive enrichment analyses with genomic and epigenomic signatures. We found that the genome of long-term survivors in glioblastoma is differentially methylated relative to short-term survivor patients depending on CpG density: hypermethylation near CpG islands (CGIs) and hypomethylation far from CGIs. Interestingly, these two patterns are associated with distinct oncogenic aspects in gliomagenesis. The hypomethylation pattern at the region distant from CGI is associated with lower rates of de novo mutations while the hypermethylation at CGIs correlates with transcriptional downregulation of genes involved in cancer progression pathways. These results extend our understanding of DNA methylation of survival outliers in glioblastoma in a genome-wide level, and provide insight on the potential impact of DNA hypomethylation in cancer genome.
- Published
- 2018
35. Glutaminase 2 expression is associated with regional heterogeneity of 5-aminolevulinic acid fluorescence in glioblastoma
- Author
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Yun Sik Dho, Jong Yeon Shin, Anna Choi, Taeyoung Hwang, Jong Il Kim, Se-Hoon Lee, Sung Kwon Kim, Jin Wook Kim, Chul-Kee Park, Sojin Kim, Hye Rim Cho, Hyoungseon Choi, Sung Hye Park, Wen Jun Xu, Hyeonjin Kim, Youngbeom Seo, Tamrin Chowdhury, Hee Chan Kim, Sunghyouk Park, Seung Hong Choi, Ja Eun Kim, Dong Gyu Kim, and Yong Hwy Kim
- Subjects
0301 basic medicine ,lcsh:Medicine ,Protoporphyrins ,Biology ,Fluorescence ,Article ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Glutaminase ,Cell Line, Tumor ,Gene expression ,Humans ,Prospective Studies ,lcsh:Science ,Gene ,Fluorescent Dyes ,Multidisciplinary ,Protoporphyrin IX ,Brain Neoplasms ,Gene Expression Profiling ,lcsh:R ,Metabolism ,Molecular biology ,In vitro ,Levulinic Acids ,Gene expression profiling ,030104 developmental biology ,chemistry ,Surgery, Computer-Assisted ,Cell culture ,030220 oncology & carcinogenesis ,lcsh:Q ,Glioblastoma ,NADP - Abstract
Fluorescence-guided surgery using 5-aminolevulinic acid (5-ALA) is now a widely-used modality for glioblastoma (GBM) treatment. However, intratumoral heterogeneity of fluorescence intensity may reflect different onco-metabolic programs. Here, we investigated the metabolic mechanism underlying the heterogeneity of 5-ALA fluorescence in GBM. Using an in-house developed fluorescence quantification system for tumor tissues, we collected 3 types of GBM tissues on the basis of their fluorescence intensity, which was characterized as strong, weak, and none. Expression profiling by RNA-sequencing revealed 77 genes with a proportional relationship and 509 genes with an inverse relationship between gene expression and fluorescence intensity. Functional analysis and in vitro experiments confirmed glutaminase 2 (GLS2) as a key gene associated with the fluorescence heterogeneity. Subsequent metabolite profiling discovered that insufficient NADPH due to GLS2 underexpression was responsible for the delayed metabolism of 5-ALA and accumulation of protoporphyrin IX (PpIX) in the high fluorescence area. The expression level of GLS2 and related NADPH production capacity is associated with the regional heterogeneity of 5-ALA fluorescence in GBM.
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- 2017
36. 263. Patterns of RNA-Editing Sites in Hippocampal Dentate Gyrus Neurons
- Author
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Taeyoung Hwang, Joo Heon Shin, and Daniel R. Weinberger
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RNA editing ,Dentate gyrus ,Hippocampal formation ,Biology ,Neuroscience ,Biological Psychiatry - Published
- 2018
37. METB-02. EXPRESSION LEVEL OF GLUTAMINASE 2 IS ASSOCIATED WITH REGIONAL HETEROGENEITY OF 5-AMINOLEVULINIC ACID FLUORESCENCE IN GLIOBLASTOMA
- Author
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Jung Ho Han, Yong Hwy Kim, Sunghyouk Park, Soon-Tae Lee, Seung Hong Choi, Ki-Jeong Kim, Se-Hoon Lee, Tae Min Kim, Ja Eun Kim, So Jin Kim, Taeyoung Hwang, and Chul-Kee Park
- Subjects
Cancer Research ,Glutaminase 2 ,Oncology ,Biochemistry ,Chemistry ,medicine ,Neurology (clinical) ,medicine.disease ,Fluorescence ,Molecular biology ,Glioblastoma - Published
- 2016
38. Multivariate Analysis of Microarray Data: Application of MANOVA
- Author
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Taesung Park and Taeyoung Hwang
- Subjects
Multivariate analysis ,Differentially expressed genes ,Multivariate analysis of variance ,Microarray analysis techniques ,Statistics ,Statistical model ,Biology - Published
- 2010
39. Identification of differentially expressed subnetworks based on multivariate ANOVA
- Author
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Taesung Park and Taeyoung Hwang
- Subjects
Male ,Proteomics ,Multivariate statistics ,Computational biology ,Biology ,computer.software_genre ,lcsh:Computer applications to medicine. Medical informatics ,Biochemistry ,Sensitivity and Specificity ,Multivariate analysis of variance ,Structural Biology ,Search algorithm ,Protein Interaction Mapping ,Humans ,Computer Simulation ,Protein Interaction Domains and Motifs ,Greedy algorithm ,Molecular Biology ,Subnetwork ,lcsh:QH301-705.5 ,Oligonucleotide Array Sequence Analysis ,Analysis of Variance ,Applied Mathematics ,Methodology Article ,Gene Expression Profiling ,Prostatic Neoplasms ,Mutual information ,Fibroblasts ,Computer Science Applications ,Identification (information) ,lcsh:Biology (General) ,lcsh:R858-859.7 ,Data mining ,DNA microarray ,computer ,Algorithms - Abstract
Background Since high-throughput protein-protein interaction (PPI) data has recently become available for humans, there has been a growing interest in combining PPI data with other genome-wide data. In particular, the identification of phenotype-related PPI subnetworks using gene expression data has been of great concern. Successful integration for the identification of significant subnetworks requires the use of a search algorithm with a proper scoring method. Here we propose a multivariate analysis of variance (MANOVA)-based scoring method with a greedy search for identifying differentially expressed PPI subnetworks. Results Given the MANOVA-based scoring method, we performed a greedy search to identify the subnetworks with the maximum scores in the PPI network. Our approach was successfully applied to human microarray datasets. Each identified subnetwork was annotated with the Gene Ontology (GO) term, resulting in the phenotype-related functional pathway or complex. We also compared these results with those of other scoring methods such as t statistic- and mutual information-based scoring methods. The MANOVA-based method produced subnetworks with a larger number of proteins than the other methods. Furthermore, the subnetworks identified by the MANOVA-based method tended to consist of highly correlated proteins. Conclusion This article proposes a MANOVA-based scoring method to combine PPI data with expression data using a greedy search. This method is recommended for the highly sensitive detection of large subnetworks.
- Published
- 2009
40. Ultrasensitive detection of nucleic acids using deformed graphene channel field effect biosensors
- Author
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Michael Taeyoung Hwang, Mohammad Heiranian, Yerim Kim, Seungyong You, Juyoung Leem, Amir Taqieddin, Vahid Faramarzi, Yuhang Jing, Insu Park, Arend M. van der Zande, Sungwoo Nam, Narayana R. Aluru, and Rashid Bashir
- Subjects
Science - Abstract
Field effect transistors based on graphene hold promise for sensing applications. Here, the authors report a millimeter-sized transistor based on deformed graphene as a biosensor that can detect nucleic acid molecules having detection limit of ~18 molecules of DNA in physiological buffer solution and ~600 molecules in human serum.
- Published
- 2020
- Full Text
- View/download PDF
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