27 results on '"Gosai SJ"'
Search Results
2. HCR-FlowFISH: A flexible CRISPR screening method to identify cis-regulatory elements and their target genes
- Author
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Reilly, SK, primary, Gosai, SJ, additional, Gutierrez, A, additional, Ulirsch, JC, additional, Kanai, M, additional, Berenzy, D, additional, Kales, S, additional, Butler, GB, additional, Gladden-Young, A, additional, Finucane, HK, additional, Sabeti, PC, additional, and Tewhey, R, additional
- Published
- 2020
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3. Automated high-content live animal drug screening using C. elegans expressing the aggregation prone serpin α1-antitrypsin Z
- Author
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Gosai, SJ, Kwak, JH, Luke, CJ, Long, OS, King, DE, Kovatch, KJ, Johnston, PA, Shun, TY, Lazo, JS, Perlmutter, DH, Silverman, GA, Pak, SC, Gosai, SJ, Kwak, JH, Luke, CJ, Long, OS, King, DE, Kovatch, KJ, Johnston, PA, Shun, TY, Lazo, JS, Perlmutter, DH, Silverman, GA, and Pak, SC
- Abstract
The development of preclinical models amenable to live animal bioactive compound screening is an attractive approach to discovering effective pharmacological therapies for disorders caused by misfolded and aggregation-prone proteins. In general, however, live animal drug screening is labor and resource intensive, and has been hampered by the lack of robust assay designs and high throughput work-flows. Based on their small size, tissue transparency and ease of cultivation, the use of C. elegans should obviate many of the technical impediments associated with live animal drug screening. Moreover, their genetic tractability and accomplished record for providing insights into the molecular and cellular basis of human disease, should make C. elegans an ideal model system for in vivo drug discovery campaigns. The goal of this study was to determine whether C. elegans could be adapted to high-throughput and high-content drug screening strategies analogous to those developed for cell-based systems. Using transgenic animals expressing fluorescently-tagged proteins, we first developed a high-quality, high-throughput work-flow utilizing an automated fluorescence microscopy platform with integrated image acquisition and data analysis modules to qualitatively assess different biological processes including, growth, tissue development, cell viability and autophagy. We next adapted this technology to conduct a small molecule screen and identified compounds that altered the intracellular accumulation of the human aggregation prone mutant that causes liver disease in α1-antitrypsin deficiency. This study provides powerful validation for advancement in preclinical drug discovery campaigns by screening live C. elegans modeling α1-antitrypsin deficiency and other complex disease phenotypes on high-content imaging platforms.
- Published
- 2010
4. Machine-guided design of cell-type-targeting cis-regulatory elements.
- Author
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Gosai SJ, Castro RI, Fuentes N, Butts JC, Mouri K, Alasoadura M, Kales S, Nguyen TTL, Noche RR, Rao AS, Joy MT, Sabeti PC, Reilly SK, and Tewhey R
- Subjects
- Animals, Female, Humans, Male, Mice, Cell Line, Deep Learning, Genes, Reporter genetics, Genome, Human genetics, Neural Networks, Computer, Organ Specificity genetics, Reproducibility of Results, Computer Simulation, Zebrafish embryology, Zebrafish genetics, Gene Expression Regulation genetics, Genetic Engineering methods, Regulatory Sequences, Nucleic Acid genetics, Cells classification, Cells metabolism, Machine Learning
- Abstract
Cis-regulatory elements (CREs) control gene expression, orchestrating tissue identity, developmental timing and stimulus responses, which collectively define the thousands of unique cell types in the body
1-3 . While there is great potential for strategically incorporating CREs in therapeutic or biotechnology applications that require tissue specificity, there is no guarantee that an optimal CRE for these intended purposes has arisen naturally. Here we present a platform to engineer and validate synthetic CREs capable of driving gene expression with programmed cell-type specificity. We take advantage of innovations in deep neural network modelling of CRE activity across three cell types, efficient in silico optimization and massively parallel reporter assays to design and empirically test thousands of CREs4-8 . Through large-scale in vitro validation, we show that synthetic sequences are more effective at driving cell-type-specific expression in three cell lines compared with natural sequences from the human genome and achieve specificity in analogous tissues when tested in vivo. Synthetic sequences exhibit distinct motif vocabulary associated with activity in the on-target cell type and a simultaneous reduction in the activity of off-target cells. Together, we provide a generalizable framework to prospectively engineer CREs from massively parallel reporter assay models and demonstrate the required literacy to write fit-for-purpose regulatory code., (© 2024. The Author(s).)- Published
- 2024
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5. Functional dissection of complex and molecular trait variants at single nucleotide resolution.
- Author
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Siraj L, Castro RI, Dewey H, Kales S, Nguyen TTL, Kanai M, Berenzy D, Mouri K, Wang QS, McCaw ZR, Gosai SJ, Aguet F, Cui R, Vockley CM, Lareau CA, Okada Y, Gusev A, Jones TR, Lander ES, Sabeti PC, Finucane HK, Reilly SK, Ulirsch JC, and Tewhey R
- Abstract
Identifying the causal variants and mechanisms that drive complex traits and diseases remains a core problem in human genetics. The majority of these variants have individually weak effects and lie in non-coding gene-regulatory elements where we lack a complete understanding of how single nucleotide alterations modulate transcriptional processes to affect human phenotypes. To address this, we measured the activity of 221,412 trait-associated variants that had been statistically fine-mapped using a Massively Parallel Reporter Assay (MPRA) in 5 diverse cell-types. We show that MPRA is able to discriminate between likely causal variants and controls, identifying 12,025 regulatory variants with high precision. Although the effects of these variants largely agree with orthogonal measures of function, only 69% can plausibly be explained by the disruption of a known transcription factor (TF) binding motif. We dissect the mechanisms of 136 variants using saturation mutagenesis and assign impacted TFs for 91% of variants without a clear canonical mechanism. Finally, we provide evidence that epistasis is prevalent for variants in close proximity and identify multiple functional variants on the same haplotype at a small, but important, subset of trait-associated loci. Overall, our study provides a systematic functional characterization of likely causal common variants underlying complex and molecular human traits, enabling new insights into the regulatory grammar underlying disease risk., Competing Interests: Competing Interests PCS is a co-founder of and consultant to Sherlock Biosciences and Board Member of Danaher Corporation. PCS and RT hold patents related to the application of MPRA. JCU and FA are employees of Illumina. QSW is an employee of Calico Life Sciences LLC. ZRM is an employee of insitro.
- Published
- 2024
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6. Multicenter integrated analysis of noncoding CRISPRi screens.
- Author
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Yao D, Tycko J, Oh JW, Bounds LR, Gosai SJ, Lataniotis L, Mackay-Smith A, Doughty BR, Gabdank I, Schmidt H, Guerrero-Altamirano T, Siklenka K, Guo K, White AD, Youngworth I, Andreeva K, Ren X, Barrera A, Luo Y, Yardımcı GG, Tewhey R, Kundaje A, Greenleaf WJ, Sabeti PC, Leslie C, Pritykin Y, Moore JE, Beer MA, Gersbach CA, Reddy TE, Shen Y, Engreitz JM, Bassik MC, and Reilly SK
- Subjects
- Humans, Genome, K562 Cells, RNA, Guide, CRISPR-Cas Systems, Clustered Regularly Interspaced Short Palindromic Repeats genetics, CRISPR-Cas Systems genetics
- Abstract
The ENCODE Consortium's efforts to annotate noncoding cis-regulatory elements (CREs) have advanced our understanding of gene regulatory landscapes. Pooled, noncoding CRISPR screens offer a systematic approach to investigate cis-regulatory mechanisms. The ENCODE4 Functional Characterization Centers conducted 108 screens in human cell lines, comprising >540,000 perturbations across 24.85 megabases of the genome. Using 332 functionally confirmed CRE-gene links in K562 cells, we established guidelines for screening endogenous noncoding elements with CRISPR interference (CRISPRi), including accurate detection of CREs that exhibit variable, often low, transcriptional effects. Benchmarking five screen analysis tools, we find that CASA produces the most conservative CRE calls and is robust to artifacts of low-specificity single guide RNAs. We uncover a subtle DNA strand bias for CRISPRi in transcribed regions with implications for screen design and analysis. Together, we provide an accessible data resource, predesigned single guide RNAs for targeting 3,275,697 ENCODE SCREEN candidate CREs with CRISPRi and screening guidelines to accelerate functional characterization of the noncoding genome., (© 2024. The Author(s).)
- Published
- 2024
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7. Machine-guided design of synthetic cell type-specific cis -regulatory elements.
- Author
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Gosai SJ, Castro RI, Fuentes N, Butts JC, Kales S, Noche RR, Mouri K, Sabeti PC, Reilly SK, and Tewhey R
- Abstract
Cis -regulatory elements (CREs) control gene expression, orchestrating tissue identity, developmental timing, and stimulus responses, which collectively define the thousands of unique cell types in the body. While there is great potential for strategically incorporating CREs in therapeutic or biotechnology applications that require tissue specificity, there is no guarantee that an optimal CRE for an intended purpose has arisen naturally through evolution. Here, we present a platform to engineer and validate synthetic CREs capable of driving gene expression with programmed cell type specificity. We leverage innovations in deep neural network modeling of CRE activity across three cell types, efficient in silico optimization, and massively parallel reporter assays (MPRAs) to design and empirically test thousands of CREs. Through in vitro and in vivo validation, we show that synthetic sequences outperform natural sequences from the human genome in driving cell type-specific expression. Synthetic sequences leverage unique sequence syntax to promote activity in the on-target cell type and simultaneously reduce activity in off-target cells. Together, we provide a generalizable framework to prospectively engineer CREs and demonstrate the required literacy to write regulatory code that is fit-for-purpose in vivo across vertebrates., Competing Interests: Competing Interests PCS is a co-founder of and consultant to Sherlock Biosciences and Board Member of Danaher Corporation. PCS and RT have filed intellectual property related to MPRA. SJG, RIC, SKR, PCS, and RT have filed a provisional patent application related to work described here.
- Published
- 2023
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8. Author Correction: Direct characterization of cis-regulatory elements and functional dissection of complex genetic associations using HCR-FlowFISH.
- Author
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Reilly SK, Gosai SJ, Gutierrez A, Mackay-Smith A, Ulirsch JC, Kanai M, Mouri K, Berenzy D, Kales S, Butler GM, Gladden-Young A, Bhuiyan RM, Stitzel ML, Finucane HK, Sabeti PC, and Tewhey R
- Published
- 2021
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9. Direct characterization of cis-regulatory elements and functional dissection of complex genetic associations using HCR-FlowFISH.
- Author
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Reilly SK, Gosai SJ, Gutierrez A, Mackay-Smith A, Ulirsch JC, Kanai M, Mouri K, Berenzy D, Kales S, Butler GM, Gladden-Young A, Bhuiyan RM, Stitzel ML, Finucane HK, Sabeti PC, and Tewhey R
- Subjects
- Adaptor Proteins, Signal Transducing genetics, Bayes Theorem, Clustered Regularly Interspaced Short Palindromic Repeats, Delta-5 Fatty Acid Desaturase, Deoxyribonuclease I genetics, Deoxyribonuclease I metabolism, Fatty Acid Desaturases genetics, Flow Cytometry, GATA1 Transcription Factor genetics, Humans, K562 Cells, LIM Domain Proteins genetics, Models, Genetic, Polymorphism, Single Nucleotide, Proto-Oncogene Proteins genetics, Quantitative Trait Loci, RNA, Guide, CRISPR-Cas Systems, In Situ Hybridization, Fluorescence methods, Regulatory Sequences, Nucleic Acid
- Abstract
Effective interpretation of genome function and genetic variation requires a shift from epigenetic mapping of cis-regulatory elements (CREs) to characterization of endogenous function. We developed hybridization chain reaction fluorescence in situ hybridization coupled with flow cytometry (HCR-FlowFISH), a broadly applicable approach to characterize CRISPR-perturbed CREs via accurate quantification of native transcripts, alongside CRISPR activity screen analysis (CASA), a hierarchical Bayesian model to quantify CRE activity. Across >325,000 perturbations, we provide evidence that CREs can regulate multiple genes, skip over the nearest gene and display activating and/or silencing effects. At the cholesterol-level-associated FADS locus, we combine endogenous screens with reporter assays to exhaustively characterize multiple genome-wide association signals, functionally nominate causal variants and, importantly, identify their target genes., (© 2021. The Author(s), under exclusive licence to Springer Nature America, Inc.)
- Published
- 2021
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10. N 6 -Methyladenosine Inhibits Local Ribonucleolytic Cleavage to Stabilize mRNAs in Arabidopsis.
- Author
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Anderson SJ, Kramer MC, Gosai SJ, Yu X, Vandivier LE, Nelson ADL, Anderson ZD, Beilstein MA, Fray RG, Lyons E, and Gregory BD
- Subjects
- Adenosine metabolism, Arabidopsis drug effects, Arabidopsis growth & development, Base Sequence, Conserved Sequence genetics, Exoribonucleases metabolism, Methylation drug effects, Open Reading Frames genetics, Plant Proteins metabolism, RNA Stability drug effects, RNA, Messenger genetics, RNA, Messenger metabolism, Sodium Chloride pharmacology, Stress, Physiological drug effects, Transcriptome genetics, Adenosine analogs & derivatives, Arabidopsis genetics, RNA Stability genetics, Ribonucleotides metabolism
- Abstract
N
6 -methyladenosine (m6 A) is a dynamic, reversible, covalently modified ribonucleotide that occurs predominantly toward 3' ends of eukaryotic mRNAs and is essential for their proper function and regulation. In Arabidopsis thaliana, many RNAs contain at least one m6 A site, yet the transcriptome-wide function of m6 A remains mostly unknown. Here, we show that many m6 A-modified mRNAs in Arabidopsis have reduced abundance in the absence of this mark. The decrease in abundance is due to transcript destabilization caused by cleavage occurring 4 or 5 nt directly upstream of unmodified m6 A sites. Importantly, we also find that, upon agriculturally relevant salt treatment, m6 A is dynamically deposited on and stabilizes transcripts encoding proteins required for salt and osmotic stress response. Overall, our findings reveal that m6 A generally acts as a stabilizing mark through inhibition of site-specific cleavage in plant transcriptomes, and this mechanism is required for proper regulation of the salt-stress-responsive transcriptome., (Copyright © 2018 The Author(s). Published by Elsevier Inc. All rights reserved.)- Published
- 2018
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11. Publisher Correction: Dysregulation of the epigenetic landscape of normal aging in Alzheimer's disease.
- Author
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Nativio R, Donahue G, Berson A, Lan Y, Amlie-Wolf A, Tuzer F, Toledo JB, Gosai SJ, Gregory BD, Torres C, Trojanowski JQ, Wang LS, Johnson FB, Bonini NM, and Berger SL
- Abstract
In the version of this article initially published online, the fifth author's name was given as Alexander Amlie-Wolf. The correct name is Alexandre Amlie-Wolf. The error has been corrected in the print, PDF and HTML versions of this article.
- Published
- 2018
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12. Dysregulation of the epigenetic landscape of normal aging in Alzheimer's disease.
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Nativio R, Donahue G, Berson A, Lan Y, Amlie-Wolf A, Tuzer F, Toledo JB, Gosai SJ, Gregory BD, Torres C, Trojanowski JQ, Wang LS, Johnson FB, Bonini NM, and Berger SL
- Subjects
- Aged, Analysis of Variance, Brain metabolism, Chromatin Immunoprecipitation, Female, Genome-Wide Association Study, Histone Deacetylase 1 genetics, Humans, Male, Middle Aged, Aging, Alzheimer Disease genetics, Alzheimer Disease pathology, Alzheimer Disease physiopathology, Brain pathology, Epigenesis, Genetic physiology, Epigenomics methods, Histone Deacetylase 1 metabolism
- Abstract
Aging is the strongest risk factor for Alzheimer's disease (AD), although the underlying mechanisms remain unclear. The chromatin state, in particular through the mark H4K16ac, has been implicated in aging and thus may play a pivotal role in age-associated neurodegeneration. Here we compare the genome-wide enrichment of H4K16ac in the lateral temporal lobe of AD individuals against both younger and elderly cognitively normal controls. We found that while normal aging leads to H4K16ac enrichment, AD entails dramatic losses of H4K16ac in the proximity of genes linked to aging and AD. Our analysis highlights the presence of three classes of AD-related changes with distinctive functional roles. Furthermore, we discovered an association between the genomic locations of significant H4K16ac changes with genetic variants identified in prior AD genome-wide association studies and with expression quantitative trait loci. Our results establish the basis for an epigenetic link between aging and AD.
- Published
- 2018
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13. Global analysis of ribosome-associated noncoding RNAs unveils new modes of translational regulation.
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Bazin J, Baerenfaller K, Gosai SJ, Gregory BD, Crespi M, and Bailey-Serres J
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- Gene Expression Profiling, Mutation, Open Reading Frames genetics, Phosphates metabolism, Plant Roots genetics, Plant Roots metabolism, Protein Biosynthesis, RNA, Long Noncoding genetics, RNA, Messenger metabolism, Seedlings, Starvation, Transcriptome, Arabidopsis genetics, Arabidopsis metabolism, Gene Expression Regulation, Plant genetics, RNA, Untranslated genetics, RNA, Untranslated metabolism, Ribosomes genetics, Ribosomes metabolism
- Abstract
Eukaryotic transcriptomes contain a major non-protein-coding component that includes precursors of small RNAs as well as long noncoding RNA (lncRNAs). Here, we utilized the mapping of ribosome footprints on RNAs to explore translational regulation of coding and noncoding RNAs in roots of Arabidopsis thaliana shifted from replete to deficient phosphorous (Pi) nutrition. Homodirectional changes in steady-state mRNA abundance and translation were observed for all but 265 annotated protein-coding genes. Of the translationally regulated mRNAs, 30% had one or more upstream ORF (uORF) that influenced the number of ribosomes on the principal protein-coding region. Nearly one-half of the 2,382 lncRNAs detected had ribosome footprints, including 56 with significantly altered translation under Pi-limited nutrition. The prediction of translated small ORFs (sORFs) by quantitation of translation termination and peptidic analysis identified lncRNAs that produce peptides, including several deeply evolutionarily conserved and significantly Pi-regulated lncRNAs. Furthermore, we discovered that natural antisense transcripts (NATs) frequently have actively translated sORFs, including five with low-Pi up-regulation that correlated with enhanced translation of the sense protein-coding mRNA. The data also confirmed translation of miRNA target mimics and lncRNAs that produce trans -acting or phased small-interfering RNA ( tasi RNA/phasiRNAs). Mutational analyses of the positionally conserved sORF of TAS3a linked its translation with tasi RNA biogenesis. Altogether, this systematic analysis of ribosome-associated mRNAs and lncRNAs demonstrates that nutrient availability and translational regulation controls protein and small peptide-encoding mRNAs as well as a diverse cadre of regulatory RNAs., Competing Interests: The authors declare no conflict of interest., (Copyright © 2017 the Author(s). Published by PNAS.)
- Published
- 2017
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14. Genome-wide TOP2A DNA cleavage is biased toward translocated and highly transcribed loci.
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Yu X, Davenport JW, Urtishak KA, Carillo ML, Gosai SJ, Kolaris CP, Byl JAW, Rappaport EF, Osheroff N, Gregory BD, and Felix CA
- Subjects
- DNA Topoisomerases, Type II genetics, Humans, K562 Cells, Leukemia genetics, Leukemia pathology, Neoplasm Proteins genetics, Poly-ADP-Ribose Binding Proteins genetics, RNA, Long Noncoding biosynthesis, RNA, Long Noncoding genetics, DNA Damage, DNA Topoisomerases, Type II metabolism, Genetic Loci, Leukemia enzymology, Neoplasm Proteins metabolism, Poly-ADP-Ribose Binding Proteins metabolism, Transcription Elongation, Genetic
- Abstract
Type II topoisomerases orchestrate proper DNA topology, and they are the targets of anti-cancer drugs that cause treatment-related leukemias with balanced translocations. Here, we develop a high-throughput sequencing technology to define TOP2 cleavage sites at single-base precision, and use the technology to characterize TOP2A cleavage genome-wide in the human K562 leukemia cell line. We find that TOP2A cleavage has functionally conserved local sequence preferences, occurs in cleavage cluster regions (CCRs), and is enriched in introns and lincRNA loci. TOP2A CCRs are biased toward the distal regions of gene bodies, and TOP2 poisons cause a proximal shift in their distribution. We find high TOP2A cleavage levels in genes involved in translocations in TOP2 poison-related leukemia. In addition, we find that a large proportion of genes involved in oncogenic translocations overall contain TOP2A CCRs. The TOP2A cleavage of coding and lincRNA genes is independently associated with both length and transcript abundance. Comparisons to ENCODE data reveal distinct TOP2A CCR clusters that overlap with marks of transcription, open chromatin, and enhancers. Our findings implicate TOP2A cleavage as a broad DNA damage mechanism in oncogenic translocations as well as a functional role of TOP2A cleavage in regulating transcription elongation and gene activation., (© 2017 Yu et al.; Published by Cold Spring Harbor Laboratory Press.)
- Published
- 2017
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15. A Global View of RNA-Protein Interactions Identifies Post-transcriptional Regulators of Root Hair Cell Fate.
- Author
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Foley SW, Gosai SJ, Wang D, Selamoglu N, Sollitti AC, Köster T, Steffen A, Lyons E, Daldal F, Garcia BA, Staiger D, Deal RB, and Gregory BD
- Subjects
- Cell Nucleus metabolism, Plants, Genetically Modified, Transcription Factors metabolism, Arabidopsis metabolism, Arabidopsis Proteins metabolism, Gene Expression Regulation, Plant physiology, Plant Roots cytology, RNA metabolism
- Abstract
The Arabidopsis thaliana root epidermis is comprised of two cell types, hair and nonhair cells, which differentiate from the same precursor. Although the transcriptional programs regulating these events are well studied, post-transcriptional factors functioning in this cell fate decision are mostly unknown. Here, we globally identify RNA-protein interactions and RNA secondary structure in hair and nonhair cell nuclei. This analysis reveals distinct structural and protein binding patterns across both transcriptomes, allowing identification of differential RNA binding protein (RBP) recognition sites. Using these sequences, we identify two RBPs that regulate hair cell development. Specifically, we find that SERRATE functions in a microRNA-dependent manner to inhibit hair cell fate, while also terminating growth of root hairs mostly independent of microRNA biogenesis. In addition, we show that GLYCINE-RICH PROTEIN 8 promotes hair cell fate while alleviating phosphate starvation stress. In total, this global analysis reveals post-transcriptional regulators of plant root epidermal cell fate., (Copyright © 2017 Elsevier Inc. All rights reserved.)
- Published
- 2017
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16. Terpene metabolic engineering via nuclear or chloroplast genomes profoundly and globally impacts off-target pathways through metabolite signalling.
- Author
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Pasoreck EK, Su J, Silverman IM, Gosai SJ, Gregory BD, Yuan JS, and Daniell H
- Subjects
- Gene Expression Regulation, Plant genetics, Gene Expression Regulation, Plant physiology, Plants, Genetically Modified genetics, Squalene metabolism, Nicotiana genetics, Nicotiana metabolism, Genome, Chloroplast genetics, Metabolic Engineering, Plants, Genetically Modified metabolism, Signal Transduction genetics
- Abstract
The impact of metabolic engineering on nontarget pathways and outcomes of metabolic engineering from different genomes are poorly understood questions. Therefore, squalene biosynthesis genes FARNESYL DIPHOSPHATE SYNTHASE (FPS) and SQUALENE SYNTHASE (SQS) were engineered via the Nicotiana tabacum chloroplast (C), nuclear (N) or both (CN) genomes to promote squalene biosynthesis. SQS levels were ~4300-fold higher in C and CN lines than in N, but all accumulated ~150-fold higher squalene due to substrate or storage limitations. Abnormal leaf and flower phenotypes, including lower pollen production and reduced fertility, were observed regardless of the compartment or level of transgene expression. Substantial changes in metabolomes of all lines were observed: levels of 65-120 unrelated metabolites, including the toxic alkaloid nicotine, changed by as much as 32-fold. Profound effects of transgenesis on nontarget gene expression included changes in the abundance of 19 076 transcripts by up to 2000-fold in CN; 7784 transcripts by up to 1400-fold in N; and 5224 transcripts by as much as 2200-fold in C. Transporter-related transcripts were induced, and cell cycle-associated transcripts were disproportionally repressed in all three lines. Transcriptome changes were validated by qRT-PCR. The mechanism underlying these large changes likely involves metabolite-mediated anterograde and/or retrograde signalling irrespective of the level of transgene expression or end product, due to imbalance of metabolic pools, offering new insight into both anticipated and unanticipated consequences of metabolic engineering., (© 2016 The Authors. Plant Biotechnology Journal published by Society for Experimental Biology and The Association of Applied Biologists and John Wiley & Sons Ltd.)
- Published
- 2016
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17. Changes in the Transcriptome of Human Astrocytes Accompanying Oxidative Stress-Induced Senescence.
- Author
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Crowe EP, Tuzer F, Gregory BD, Donahue G, Gosai SJ, Cohen J, Leung YY, Yetkin E, Nativio R, Wang LS, Sell C, Bonini NM, Berger SL, Johnson FB, and Torres C
- Abstract
Aging is a major risk factor for many neurodegenerative disorders. A key feature of aging biology that may underlie these diseases is cellular senescence. Senescent cells accumulate in tissues with age, undergo widespread changes in gene expression, and typically demonstrate altered, pro-inflammatory profiles. Astrocyte senescence has been implicated in neurodegenerative disease, and to better understand senescence-associated changes in astrocytes, we investigated changes in their transcriptome using RNA sequencing. Senescence was induced in human fetal astrocytes by transient oxidative stress. Brain-expressed genes, including those involved in neuronal development and differentiation, were downregulated in senescent astrocytes. Remarkably, several genes indicative of astrocytic responses to injury were also downregulated, including glial fibrillary acidic protein and genes involved in the processing and presentation of antigens by major histocompatibility complex class II proteins, while pro-inflammatory genes were upregulated. Overall, our findings suggest that senescence-related changes in the function of astrocytes may impact the pathogenesis of age-related brain disorders.
- Published
- 2016
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18. Loss of NAD Homeostasis Leads to Progressive and Reversible Degeneration of Skeletal Muscle.
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Frederick DW, Loro E, Liu L, Davila A Jr, Chellappa K, Silverman IM, Quinn WJ 3rd, Gosai SJ, Tichy ED, Davis JG, Mourkioti F, Gregory BD, Dellinger RW, Redpath P, Migaud ME, Nakamaru-Ogiso E, Rabinowitz JD, Khurana TS, and Baur JA
- Subjects
- Administration, Oral, Aging physiology, Animals, Biological Availability, Energy Metabolism, Glucose metabolism, Inflammation pathology, Mice, Inbred C57BL, Mice, Knockout, Mitochondria metabolism, Muscle Strength, Muscle, Skeletal enzymology, Muscle, Skeletal physiopathology, Necrosis, Niacinamide administration & dosage, Niacinamide analogs & derivatives, Niacinamide metabolism, Niacinamide pharmacology, Nicotinamide Phosphoribosyltransferase deficiency, Nicotinamide Phosphoribosyltransferase metabolism, Organ Size, Physical Conditioning, Animal, Pyridinium Compounds, Transcription, Genetic, Homeostasis, Muscle, Skeletal metabolism, Muscle, Skeletal pathology, NAD metabolism
- Abstract
NAD is an obligate co-factor for the catabolism of metabolic fuels in all cell types. However, the availability of NAD in several tissues can become limited during genotoxic stress and the course of natural aging. The point at which NAD restriction imposes functional limitations on tissue physiology remains unknown. We examined this question in murine skeletal muscle by specifically depleting Nampt, an essential enzyme in the NAD salvage pathway. Knockout mice exhibited a dramatic 85% decline in intramuscular NAD content, accompanied by fiber degeneration and progressive loss of both muscle strength and treadmill endurance. Administration of the NAD precursor nicotinamide riboside rapidly ameliorated functional deficits and restored muscle mass despite having only a modest effect on the intramuscular NAD pool. Additionally, lifelong overexpression of Nampt preserved muscle NAD levels and exercise capacity in aged mice, supporting a critical role for tissue-autonomous NAD homeostasis in maintaining muscle mass and function., (Copyright © 2016 Elsevier Inc. All rights reserved.)
- Published
- 2016
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19. Topical dihydrotestosterone to treat micropenis secondary to partial androgen insensitivity syndrome (PAIS) before, during, and after puberty - a case series.
- Author
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Becker D, Wain LM, Chong YH, Gosai SJ, Henderson NK, Milburn J, Stott V, and Wheeler BJ
- Subjects
- Administration, Topical, Adolescent, Adult, Child, Humans, Male, Pedigree, Young Adult, Androgen-Insensitivity Syndrome drug therapy, Dihydrotestosterone administration & dosage, Genital Diseases, Male drug therapy, Penis abnormalities, Puberty
- Abstract
Background: X-linked partial androgen insensitivity syndrome (PAIS) causes under-virilization at all stages of development. In two thirds of males, this results in micropenis. Dihydrotestosterone (DHT) is a potent androgen that is critical for male genital development, which when applied topically, has been shown to increase penile length with micropenis of varying etiologies. We present the first case series using topical DHT gel to treat micropenis in 46,XY males with PAIS, before, during, and after puberty., Methods: Three related 46,XY males with confirmed p.L712F androgen receptor mutations exhibited varying degrees of micropenis post-surgical correction. They were of pre-pubertal, peri-pubertal and adult ages, respectively. Following baseline clinical and laboratory assessments all completed a 4-month course of daily DHT gel 2.5% (androstanolone) topically to penis (0.3 mg/kg body weight), with monitoring for adverse effects. Primary outcome was change in stretched penile length (SPL) following treatment., Results: Mixed results were obtained following topical DHT therapy. In the pre- and peri- pubertal patients, SPL changed from 2.5 cm to 3.5 cm (+40%), and 3.5 cm to 5.7 cm (+63%), respectively. In the adult patient with 1 year of prior high-dose weekly testosterone therapy, no additional change in SPL was seen. No adverse effects of topical DHT were reported or observed throughout the 4 months of treatment., Conclusions: Topical DHT treatment appears to be a safe and well-tolerated method of virilising micropenis both prior to and during puberty in children with PAIS. Questions remain about long-term outcomes into adulthood, and efficacy in adults with prior lengthy exposure to high-dose testosterone.
- Published
- 2016
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20. Genome-Wide Approaches for RNA Structure Probing.
- Author
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Silverman IM, Berkowitz ND, Gosai SJ, and Gregory BD
- Subjects
- Animals, Arabidopsis genetics, Base Pairing, Caenorhabditis elegans genetics, Computational Biology methods, Drosophila melanogaster genetics, Embryonic Stem Cells chemistry, High-Throughput Nucleotide Sequencing, Humans, Mice, RNA biosynthesis, RNA genetics, RNA Folding, RNA, Fungal genetics, RNA, Helminth chemistry, Ribonucleases metabolism, Substrate Specificity, Nucleic Acid Conformation, RNA chemistry, Sequence Analysis, RNA methods
- Abstract
RNA molecules of all types fold into complex secondary and tertiary structures that are important for their function and regulation. Structural and catalytic RNAs such as ribosomal RNA (rRNA) and transfer RNA (tRNA) are central players in protein synthesis, and only function through their proper folding into intricate three-dimensional structures. Studies of messenger RNA (mRNA) regulation have also revealed that structural elements embedded within these RNA species are important for the proper regulation of their total level in the transcriptome. More recently, the discovery of microRNAs (miRNAs) and long non-coding RNAs (lncRNAs) has shed light on the importance of RNA structure to genome, transcriptome, and proteome regulation. Due to the relatively small number, high conservation, and importance of structural and catalytic RNAs to all life, much early work in RNA structure analysis mapped out a detailed view of these molecules. Computational and physical methods were used in concert with enzymatic and chemical structure probing to create high-resolution models of these fundamental biological molecules. However, the recent expansion in our knowledge of the importance of RNA structure to coding and regulatory RNAs has left the field in need of faster and scalable methods for high-throughput structural analysis. To address this, nuclease and chemical RNA structure probing methodologies have been adapted for genome-wide analysis. These methods have been deployed to globally characterize thousands of RNA structures in a single experiment. Here, we review these experimental methodologies for high-throughput RNA structure determination and discuss the insights gained from each approach.
- Published
- 2016
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21. The long noncoding RNA landscape in hypoxic and inflammatory renal epithelial injury.
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Lin J, Zhang X, Xue C, Zhang H, Shashaty MG, Gosai SJ, Meyer N, Grazioli A, Hinkle C, Caughey J, Li W, Susztak K, Gregory BD, Li M, and Reilly MP
- Subjects
- Acute Kidney Injury blood, Acute Kidney Injury genetics, Acute Kidney Injury pathology, Cell Hypoxia, Cell Line, Cytokines pharmacology, Epigenesis, Genetic, Epithelial Cells drug effects, Epithelial Cells pathology, Gene Expression Profiling methods, Gene Expression Regulation, Genetic Markers, Humans, Hypoxia genetics, Hypoxia pathology, Inflammation genetics, Inflammation pathology, Inflammation Mediators pharmacology, Kidney Tubules, Proximal drug effects, Kidney Tubules, Proximal pathology, RNA, Long Noncoding genetics, Reproducibility of Results, Sepsis genetics, Sepsis metabolism, Sepsis pathology, Time Factors, Acute Kidney Injury metabolism, Epithelial Cells metabolism, Hypoxia metabolism, Inflammation metabolism, Kidney Tubules, Proximal metabolism, RNA, Long Noncoding metabolism
- Abstract
Long noncoding RNAs (lncRNAs) are emerging as key species-specific regulators of cellular and disease processes. To identify potential lncRNAs relevant to acute and chronic renal epithelial injury, we performed unbiased whole transcriptome profiling of human proximal tubular epithelial cells (PTECs) in hypoxic and inflammatory conditions. RNA sequencing revealed that the protein-coding and noncoding transcriptomic landscape differed between hypoxia-stimulated and cytokine-stimulated human PTECs. Hypoxia- and inflammation-modulated lncRNAs were prioritized for focused followup according to their degree of induction by these stress stimuli, their expression in human kidney tissue, and whether exposure of human PTECs to plasma of critically ill sepsis patients with acute kidney injury modulated their expression. For three lncRNAs (MIR210HG, linc-ATP13A4-8, and linc-KIAA1737-2) that fulfilled our criteria, we validated their expression patterns, examined their loci for conservation and synteny, and defined their associated epigenetic marks. The lncRNA landscape characterized here provides insights into novel transcriptomic variations in the renal epithelial cell response to hypoxic and inflammatory stress., (Copyright © 2015 the American Physiological Society.)
- Published
- 2015
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22. Functional analysis and transcriptomic profiling of iPSC-derived macrophages and their application in modeling Mendelian disease.
- Author
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Zhang H, Xue C, Shah R, Bermingham K, Hinkle CC, Li W, Rodrigues A, Tabita-Martinez J, Millar JS, Cuchel M, Pashos EE, Liu Y, Yan R, Yang W, Gosai SJ, VanDorn D, Chou ST, Gregory BD, Morrisey EE, Li M, Rader DJ, and Reilly MP
- Subjects
- ATP Binding Cassette Transporter 1 deficiency, ATP Binding Cassette Transporter 1 genetics, ATP Binding Cassette Transporter 1 physiology, Adult, Aged, Animals, Antigens, Differentiation analysis, Base Sequence, Cell Differentiation, Cells, Cultured, Cholesterol metabolism, Embryoid Bodies cytology, Female, Genotype, Humans, Induced Pluripotent Stem Cells metabolism, Inflammation, Interferon-gamma pharmacology, Lipopolysaccharides pharmacology, Macrophage Activation drug effects, Macrophages cytology, Macrophages drug effects, Male, Mice, Mice, Knockout, Molecular Sequence Data, Phagocytosis, Phenotype, RNA, Messenger genetics, Sequence Alignment, Sequence Homology, Nucleic Acid, Tangier Disease genetics, Tangier Disease metabolism, Young Adult, Cell Culture Techniques, Induced Pluripotent Stem Cells cytology, Macrophages metabolism, Tangier Disease pathology, Transcriptome
- Abstract
Rationale: An efficient and reproducible source of genotype-specific human macrophages is essential for study of human macrophage biology and related diseases., Objective: To perform integrated functional and transcriptome analyses of human induced pluripotent stem cell-derived macrophages (IPSDMs) and their isogenic human peripheral blood mononuclear cell-derived macrophage (HMDM) counterparts and assess the application of IPSDM in modeling macrophage polarization and Mendelian disease., Methods and Results: We developed an efficient protocol for differentiation of IPSDM, which expressed macrophage-specific markers and took up modified lipoproteins in a similar manner to HMDM. Like HMDM, IPSDM revealed reduction in phagocytosis, increase in cholesterol efflux capacity and characteristic secretion of inflammatory cytokines in response to M1 (lipopolysaccharide+interferon-γ) activation. RNA-Seq revealed that nonpolarized (M0) as well as M1 or M2 (interleukin-4) polarized IPSDM shared transcriptomic profiles with their isogenic HMDM counterparts while also revealing novel markers of macrophage polarization. Relative to IPSDM and HMDM of control individuals, patterns of defective cholesterol efflux to apolipoprotein A-I and high-density lipoprotein-3 were qualitatively and quantitatively similar in IPSDM and HMDM of patients with Tangier disease, an autosomal recessive disorder because of mutations in ATP-binding cassette transporter AI. Tangier disease-IPSDM also revealed novel defects of enhanced proinflammatory response to lipopolysaccharide stimulus., Conclusions: Our protocol-derived IPSDM are comparable with HMDM at phenotypic, functional, and transcriptomic levels. Tangier disease-IPSDM recapitulated hallmark features observed in HMDM and revealed novel inflammatory phenotypes. IPSDMs provide a powerful tool for study of macrophage-specific function in human genetic disorders as well as molecular studies of human macrophage activation and polarization., (© 2015 American Heart Association, Inc.)
- Published
- 2015
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23. Global analysis of the RNA-protein interaction and RNA secondary structure landscapes of the Arabidopsis nucleus.
- Author
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Gosai SJ, Foley SW, Wang D, Silverman IM, Selamoglu N, Nelson AD, Beilstein MA, Daldal F, Deal RB, and Gregory BD
- Subjects
- Arabidopsis cytology, Arabidopsis genetics, Base Sequence, Binding Sites, Consensus Sequence, Gene Expression Regulation, Plant, Nucleic Acid Conformation, Protein Binding, Protein Transport, RNA Interference, RNA, Messenger genetics, RNA, Plant genetics, Seedlings cytology, Seedlings genetics, Seedlings metabolism, Transcriptome, Arabidopsis metabolism, Arabidopsis Proteins metabolism, Cell Nucleus metabolism, Chloroplast Proteins metabolism, RNA, Messenger metabolism, RNA, Plant metabolism, Ribonucleoproteins metabolism
- Abstract
Posttranscriptional regulation in eukaryotes requires cis- and trans-acting features and factors including RNA secondary structure and RNA-binding proteins (RBPs). However, a comprehensive view of the structural and RBP interaction landscape of nuclear RNAs has yet to be compiled for any organism. Here, we use our ribonuclease-mediated structure and RBP-binding site mapping approaches to globally profile these features in Arabidopsis seedling nuclei in vivo. We reveal anticorrelated patterns of secondary structure and RBP binding throughout nuclear mRNAs that demarcate sites of alternative splicing and polyadenylation. We also uncover a collection of protein-bound sequence motifs, and identify their structural contexts, co-occurrences in transcripts encoding functionally related proteins, and interactions with putative RBPs. Finally, using these motifs, we find that the chloroplast RBP CP29A also interacts with nuclear mRNAs. In total, we provide a simultaneous view of the RNA secondary structure and RBP interaction landscapes in a eukaryotic nucleus., (Copyright © 2015 Elsevier Inc. All rights reserved.)
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- 2015
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24. A C. elegans model of human α1-antitrypsin deficiency links components of the RNAi pathway to misfolded protein turnover.
- Author
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Long OS, Benson JA, Kwak JH, Luke CJ, Gosai SJ, O'Reilly LP, Wang Y, Li J, Vetica AC, Miedel MT, Stolz DB, Watkins SC, Züchner S, Perlmutter DH, Silverman GA, and Pak SC
- Subjects
- Animals, Animals, Genetically Modified, Caenorhabditis elegans Proteins genetics, Cell Line, Endoplasmic Reticulum metabolism, Endoplasmic Reticulum ultrastructure, Endoplasmic Reticulum-Associated Degradation, Gene Expression, Genes, Reporter, Humans, Insulin metabolism, Mice, Mice, Transgenic, Mutation, Phenotype, Promoter Regions, Genetic, Proteolysis, Proteostasis Deficiencies genetics, Proteostasis Deficiencies metabolism, Recombinant Fusion Proteins genetics, Recombinant Fusion Proteins metabolism, Serpins, Signal Transduction, Sodium-Hydrogen Exchangers genetics, alpha 1-Antitrypsin metabolism, alpha 1-Antitrypsin Deficiency metabolism, Caenorhabditis elegans genetics, Caenorhabditis elegans metabolism, RNA Interference, alpha 1-Antitrypsin genetics, alpha 1-Antitrypsin Deficiency genetics
- Abstract
The accumulation of serpin oligomers and polymers within the endoplasmic reticulum (ER) causes cellular injury in patients with the classical form α1-antitrypsin deficiency (ATD). To better understand the cellular and molecular genetic aspects of this disorder, we generated transgenic C. elegans strains expressing either the wild-type (ATM) or Z mutant form (ATZ) of the human serpin fused to GFP. Animals secreted ATM, but retained polymerized ATZ within dilated ER cisternae. These latter animals also showed slow growth, smaller brood sizes and decreased longevity; phenotypes observed in ATD patients or transgenic mouse lines expressing ATZ. Similar to mammalian models, ATZ was disposed of by autophagy and ER-associated degradation pathways. Mutant strains defective in insulin signaling (daf-2) also showed a marked decrease in ATZ accumulation. Enhanced ATZ turnover was associated with the activity of two proteins central to systemic/exogenous (exo)-RNAi pathway: the dsRNA importer, SID-1 and the argonaute, RDE-1. Animals with enhanced exo-RNAi activity (rrf-3 mutant) phenocopied the insulin signaling mutants and also showed increased ATZ turnover. Taken together, these studies allude to the existence of a novel proteostasis pathway that mechanistically links misfolded protein turnover to components of the systemic RNAi machinery., (© The Author 2014. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com.)
- Published
- 2014
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25. Tissue-specific RNA-Seq in human evoked inflammation identifies blood and adipose LincRNA signatures of cardiometabolic diseases.
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Liu Y, Ferguson JF, Xue C, Ballantyne RL, Silverman IM, Gosai SJ, Serfecz J, Morley MP, Gregory BD, Li M, and Reilly MP
- Subjects
- Adipocytes metabolism, Adult, Binding Sites, Case-Control Studies, Cells, Cultured, Endotoxemia blood, Female, Gene Expression Regulation, Genetic Markers, Genome-Wide Association Study, Humans, Inflammation blood, Inflammation Mediators blood, Lipopolysaccharides pharmacology, Male, Metabolic Syndrome blood, Monocytes metabolism, Obesity blood, Obesity genetics, Reproducibility of Results, Subcutaneous Fat drug effects, Transcription Factors metabolism, Young Adult, Endotoxemia genetics, Gene Expression Profiling methods, High-Throughput Nucleotide Sequencing, Inflammation genetics, Metabolic Syndrome genetics, RNA, Long Noncoding blood, Sequence Analysis, RNA methods, Subcutaneous Fat metabolism
- Abstract
Objective: Inappropriate transcriptional activation of innate immunity is a pathological feature of several cardiometabolic disorders, but little is known about inflammatory modulation of long intergenic noncoding RNAs (lincRNAs) in disease-relevant human tissues., Approach and Results: We applied deep RNA sequencing (>500 million filtered reads per sample) to blood and adipose during low-dose experimental endotoxemia (lipopolysaccharide) in a healthy human, with targeted replication in separate individuals undergoing endotoxemia (n=6), to identify inflammatory lincRNAs. A subset of these lincRNAs was examined for expression in adipocytes and monocytes, modulation in adipose of obese humans, and overlap with genome-wide association study signals for inflammatory and cardiometabolic traits. Of a stringent set of 4284 lincRNAs, ≈11% to 22% were expressed with 201 and 56 lincRNAs modulated by lipopolysaccharide in blood or adipose, respectively. Tissue-specific expression of a subset of 6 lipopolysaccharide-lincRNAs was replicated with lipopolysaccharide modulation confirmed for all 3 expressed in blood and 2 of 4 expressed in adipose. The broader generalizability of findings in blood of subject A was confirmed by RNA sequencing in 7 additional subjects. We confirmed adipocytes and monocytes as potential cell-sources of selective lipopolysaccharide-regulated lincRNAs, and 2 of these, linc-DMRT2 (P=0.002) and linc-TP53I13 (P=0.01), were suppressed in adipose of obese humans. Finally, we provide examples of lipopolysaccharide-modulated lincRNAs that overlap single nucleotide polymorphisms that are associated with cardiometabolic traits., Conclusions: Our findings provide novel insights into tissue-level, inflammatory transcriptome regulation in cardiometabolic diseases. These are complementary to more usual approaches limited to interrogation of DNA variations.
- Published
- 2014
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26. Using Caenorhabditis elegans to study serpinopathies.
- Author
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Long OS, Gosai SJ, Kwak JH, King DE, Perlmutter DH, Silverman GA, and Pak SC
- Subjects
- Animals, Animals, Genetically Modified, Caenorhabditis elegans, Disease Models, Animal, Serpins genetics, Serpins metabolism
- Abstract
Protein misfolding, polymerization, and/or aggregation are hallmarks of serpinopathies and many other human genetic disorders including Alzheimer's, Huntington's, and Parkinson's disease. While higher organism models have helped shape our understanding of these diseases, simpler model systems, like Caenorhabditis elegans, offer great versatility for elucidating complex genetic mechanisms underlying these diseases. Moreover, recent advances in automated high-throughput methodologies have promoted C. elegans as a useful tool for drug discovery. In this chapter, we describe how one could model serpinopathies in C. elegans and how one could exploit this model to identify small molecule compounds that can be developed into effective therapeutic drugs., (Copyright © 2011 Elsevier Inc. All rights reserved.)
- Published
- 2011
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27. Automated high-content live animal drug screening using C. elegans expressing the aggregation prone serpin α1-antitrypsin Z.
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Gosai SJ, Kwak JH, Luke CJ, Long OS, King DE, Kovatch KJ, Johnston PA, Shun TY, Lazo JS, Perlmutter DH, Silverman GA, and Pak SC
- Subjects
- Animals, Autophagy drug effects, Caenorhabditis elegans drug effects, Caenorhabditis elegans genetics, Cantharidin pharmacology, Cell Survival drug effects, Dopamine Antagonists pharmacology, Enzyme Inhibitors pharmacology, Fluphenazine pharmacology, Humans, Luminescent Proteins genetics, Luminescent Proteins metabolism, Models, Animal, Pimozide pharmacology, Sodium Azide pharmacology, alpha 1-Antitrypsin genetics, Caenorhabditis elegans metabolism, Drug Evaluation, Preclinical methods, Microscopy, Fluorescence methods, alpha 1-Antitrypsin metabolism
- Abstract
The development of preclinical models amenable to live animal bioactive compound screening is an attractive approach to discovering effective pharmacological therapies for disorders caused by misfolded and aggregation-prone proteins. In general, however, live animal drug screening is labor and resource intensive, and has been hampered by the lack of robust assay designs and high throughput work-flows. Based on their small size, tissue transparency and ease of cultivation, the use of C. elegans should obviate many of the technical impediments associated with live animal drug screening. Moreover, their genetic tractability and accomplished record for providing insights into the molecular and cellular basis of human disease, should make C. elegans an ideal model system for in vivo drug discovery campaigns. The goal of this study was to determine whether C. elegans could be adapted to high-throughput and high-content drug screening strategies analogous to those developed for cell-based systems. Using transgenic animals expressing fluorescently-tagged proteins, we first developed a high-quality, high-throughput work-flow utilizing an automated fluorescence microscopy platform with integrated image acquisition and data analysis modules to qualitatively assess different biological processes including, growth, tissue development, cell viability and autophagy. We next adapted this technology to conduct a small molecule screen and identified compounds that altered the intracellular accumulation of the human aggregation prone mutant that causes liver disease in α1-antitrypsin deficiency. This study provides powerful validation for advancement in preclinical drug discovery campaigns by screening live C. elegans modeling α1-antitrypsin deficiency and other complex disease phenotypes on high-content imaging platforms.
- Published
- 2010
- Full Text
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