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1.
Methods ; 155: 20-29, 2019 02 15.
Article in English | MEDLINE | ID: mdl-30625385

ABSTRACT

The use of RNA-seq as a generalized tool to measure the differential expression of genes has essentially replaced the use of the microarray. Despite the acknowledged technical advantages to this approach, RNA-seq library preparation remains mostly conducted by core facilities rather than in the laboratory due to the infrastructure, expertise and time required per sample. We have recently described two 'click-chemistry' based library construction methods termed ClickSeq and Poly(A)-ClickSeq (PAC-seq) as alternatives to conventional RNA-seq that are both cost effective and rely on straightforward reagents readily available to most labs. ClickSeq is random-primed and can sequence any (unfragmented) RNA template, while PAC-seq is targeted to poly(A) tails of mRNAs. Here, we further develop PAC-seq as a platform that allows for simultaneous mapping of poly(A) sites and the measurement of differential expression of genes. We provide a detailed protocol, descriptions of appropriate computational pipelines, and a proof-of-principle dataset to illustrate the technique. PAC-seq offers a unique advantage over other 3' end mapping protocols in that it does not require additional purification, selection, or fragmentation steps allowing sample preparation directly from crude total cellular RNA. We have shown that PAC-seq is able to accurately and sensitively count transcripts for differential gene expression analysis, as well as identify alternative poly(A) sites and determine the precise nucleotides of the poly(A) tail boundaries.


Subject(s)
Click Chemistry/methods , High-Throughput Nucleotide Sequencing/methods , Insect Proteins/genetics , Poly A/genetics , RNA, Messenger/genetics , 3' Flanking Region , Animals , Cells, Cultured , Drosophila melanogaster/cytology , Drosophila melanogaster/genetics , Drosophila melanogaster/metabolism , Gene Expression Profiling , Gene Expression Regulation , Gene Library , Genome, Insect , Insect Proteins/metabolism , Poly A/chemistry , Poly A/metabolism , Polyadenylation , RNA, Messenger/chemistry , RNA, Messenger/metabolism , Sequence Analysis, RNA/statistics & numerical data
2.
Cell Rep ; 15(10): 2200-2213, 2016 06 07.
Article in English | MEDLINE | ID: mdl-27239029

ABSTRACT

Alternative splicing (AS) defects that adversely affect gene expression and function have been identified in diabetic hearts; however, the mechanisms responsible are largely unknown. Here, we show that the RNA-binding protein RBFOX2 contributes to transcriptome changes under diabetic conditions. RBFOX2 controls AS of genes with important roles in heart function relevant to diabetic cardiomyopathy. RBFOX2 protein levels are elevated in diabetic hearts despite low RBFOX2 AS activity. A dominant-negative (DN) isoform of RBFOX2 that blocks RBFOX2-mediated AS is generated in diabetic hearts. DN RBFOX2 interacts with wild-type (WT) RBFOX2, and ectopic expression of DN RBFOX2 inhibits AS of RBFOX2 targets. Notably, DN RBFOX2 expression is specific to diabetes and occurs at early stages before cardiomyopathy symptoms appear. Importantly, DN RBFOX2 expression impairs intracellular calcium release in cardiomyocytes. Our results demonstrate that RBFOX2 dysregulation by DN RBFOX2 is an early pathogenic event in diabetic hearts.


Subject(s)
Diabetic Cardiomyopathies/genetics , Gene Expression Regulation , RNA Splicing Factors/metabolism , Repressor Proteins/metabolism , Alternative Splicing , Animals , Binding Sites , Calcium Signaling , Cell Differentiation , Cell Line , Cytoskeleton/metabolism , Diabetic Cardiomyopathies/pathology , Humans , Hypertension/genetics , Hypertension/pathology , Intracellular Space/metabolism , Mice, Inbred NOD , Myocardium/metabolism , Myocardium/pathology , Obesity/genetics , Obesity/pathology , Protein Binding/genetics , Protein Isoforms/genetics , Protein Isoforms/metabolism , RNA/metabolism , RNA Splicing Factors/genetics , RNA, Messenger/genetics , RNA, Messenger/metabolism , Rats , Repressor Proteins/genetics , Up-Regulation/genetics
3.
Phytochemistry ; 103: 22-31, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24815009

ABSTRACT

Floral volatile benzenoid/phenylpropanoid (FVBP) biosynthesis consists of numerous enzymatic and regulatory processes. The initial enzymatic step bridging primary metabolism to secondary metabolism is the condensation of phosphoenolpyruvate (PEP) and erythrose-4-phosphate (E4P) carried out via 3-DEOXY-D-ARABINO-HEPTULOSONATE-7-PHOSPHATE (DAHP) synthase. Here, identified, cloned, localized, and functionally characterized were two DAHP synthases from the model plant species Petunia × hybrida cv 'Mitchell Diploid' (MD). Full-length transcript sequences for PhDAHP1 and PhDAHP2 were identified and cloned using cDNA SMART libraries constructed from pooled MD corolla and leaf total RNA. Predicted amino acid sequence of PhDAHP1 and PhDAHP2 proteins were 76% and 80% identical to AtDAHP1 and AtDAHP2 from Arabidopsis, respectively. PhDAHP1 transcript accumulated to relatively highest levels in petal limb and tube tissues, while PhDAHP2 accumulated to highest levels in leaf and stem tissues. Through floral development, PhDAHP1 transcript accumulated to highest levels during open flower stages, and PhDAHP2 transcript remained constitutive throughout. Radiolabeled PhDAHP1 and PhDAHP2 proteins localized to plastids, however, PhDAHP2 localization appeared less efficient. PhDAHP1 RNAi knockdown petunia lines were reduced in total FVBP emission compared to MD, while PhDAHP2 RNAi lines emitted 'wildtype' FVBP levels. These results demonstrate that PhDAHP1 is the principal DAHP synthase protein responsible for the coupling of metabolites from primary metabolism to secondary metabolism, and the ultimate biosynthesis of FVBPs in the MD flower.


Subject(s)
Benzene Derivatives/metabolism , Flowers/metabolism , Petunia/metabolism , Plant Proteins/metabolism , Volatile Organic Compounds/metabolism , Diploidy , Flowers/genetics , Gene Expression Regulation, Plant , Petunia/genetics , Plant Proteins/genetics
4.
PLoS One ; 9(2): e88446, 2014.
Article in English | MEDLINE | ID: mdl-24523895

ABSTRACT

Fresh strawberries (Fragaria x ananassa) are valued for their characteristic red color, juicy texture, distinct aroma, and sweet fruity flavor. In this study, genetic and environmentally induced variation is exploited to capture biochemically diverse strawberry fruit for metabolite profiling and consumer rating. Analyses identify fruit attributes influencing hedonics and sensory perception of strawberry fruit using a psychophysics approach. Sweetness intensity, flavor intensity, and texture liking are dependent on sugar concentrations, specific volatile compounds, and fruit firmness, respectively. Overall liking is most greatly influenced by sweetness and strawberry flavor intensity, which are undermined by environmental pressures that reduce sucrose and total volatile content. The volatile profiles among commercial strawberry varieties are complex and distinct, but a list of perceptually impactful compounds from the larger mixture is better defined. Particular esters, terpenes, and furans have the most significant fits to strawberry flavor intensity. In total, thirty-one volatile compounds are found to be significantly correlated to strawberry flavor intensity, only one of them negatively. Further analysis identifies individual volatile compounds that have an enhancing effect on perceived sweetness intensity of fruit independent of sugar content. These findings allow for consumer influence in the breeding of more desirable fruits and vegetables. Also, this approach garners insights into fruit metabolomics, flavor chemistry, and a paradigm for enhancing liking of natural or processed products.


Subject(s)
Fragaria/chemistry , Fruit/chemistry , Seasons , Smell , Taste , Adolescent , Adult , Aged , Agriculture/methods , Cluster Analysis , Female , Humans , Male , Middle Aged , Sucrose/chemistry , Volatile Organic Compounds/chemistry , Young Adult
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