6 research outputs found
An Evolved RNA Recognition Motif That Suppresses HIVâ1 Tat/TAR-Dependent Transcription
Potent
and selective recognition and modulation of disease-relevant
RNAs remain a daunting challenge. We previously examined the utility
of the U1A N-terminal RNA recognition motif as a scaffold for tailoring
new RNA hairpin recognition and showed that as few as one or two mutations
can result in moderate affinity (low ÎŒM dissociation constant)
for the human immunodeficiency virus (HIV) trans-activation response
element (TAR) RNA, an RNA hairpin controlling transcription of the
human immunodeficiency virus (HIV) genome. Here, we use yeast display
and saturation mutagenesis of established RNA-binding regions in U1A
to identify new synthetic proteins that potently and selectively bind
TAR RNA. Our best candidate has truly altered, not simply broadened,
RNA-binding selectivity; it binds TAR with subnanomolar affinity (apparent
dissociation constant of âŒ0.5 nM) but does not appreciably
bind the original U1A RNA target (U1hpII). It specifically recognizes
the TAR RNA hairpin in the context of the HIV-1 5âČ-untranslated
region, inhibits the interaction between TAR RNA and an HIV trans-activator
of transcription (Tat)-derived peptide, and suppresses Tat/TAR-dependent
transcription. Proteins described in this work are among the tightest
TAR RNA-binding reagentsâsmall molecule, nucleic acid, or proteinâreported
to date and thus have potential utility as therapeutics and basic
research tools. Moreover, our findings demonstrate how a naturally
occurring RNA recognition motif can be dramatically resurfaced through
mutation, leading to potent and selective recognitionîžand modulationîžof
disease-relevant RNA
Chromatin changes during AEC differentiation.
<p>A) Manhattan plot of differential chromatin changes. X-axisâ=âchromosomal location, Y-axisâ=ânumber of cell type-specific chromatin changes within 2 MB region. Upper panelâ=âH3K9/14<sup>Ac</sup> changes, blueâ=âAT2 cell-specific acetylation, purpleâ=âAT1 cell-specific acetylation. Lower panelâ=âH3K27<sup>me3</sup> changes, orangeâ=âAT2 cell-specific methylation, greyâ=âAT1 cell-specific methylation. B) 135 TFBS enrichment in domains of chromatin change from HOMER. X-axisâ=âH3K9/14<sup>Ac</sup>, Y-axisâ=âH3K27<sup>me3</sup> enrichment. AT2 enrichment is shown as the log<sub>10</sub> TFBS p-value, AT1 enrichment is shown as the âlog<sub>10</sub> TFBS p-value. C) Example of chromatin changes at an upregulated gene, <i>FZD2</i>, using IGV to visualize chromatin tracks. Blueâ=âH3K9/14<sup>Ac</sup> raw reads and SICER peaks called, greenâ=âpredicted RXR binding site from HOMER analysis. D) Example of downregulated gene expression at the <i>PGC</i> gene locus. Lavenderâ=âpredicted FOXA1 binding sites from HOMER analysis. AT2â=âAEC chromatin signature (D0), AT1â=âAEC chromatin signature (D8).</p
Transcriptomic profiling of human AEC differentiation.
<p>A) Heatmap of top 5% variant-VSN normalized gene expression probes. Blueâ=âlow expression, redâ=âhigh expression. DAYâ=ânumber of days AT2 cells were allowed to differentiate. âPrepââ=âdonor lung origin by color (<a href="http://www.plosgenetics.org/article/info:doi/10.1371/journal.pgen.1003513#pgen.1003513.s001" target="_blank">Figure S1</a>). B) Principal component analysis of normalized hAEC samples. Samples color coded by donor lung as in (A). C) Significant changes in hAEC gene expression. Black lineâ=âBH-adjusted cutoff (FDR adjusted pâ€0.05) calculated between D0 and D8. 20 genes show both significant up and downregulation for probes in different locations of the gene. D) Manhattan plot of differentially expressed genes. X-axisâ=âchromosomal location, Y-axisâ=ânumber of genes in each 2 MB region. E) qRT-PCR validation of microarray, data expressed in log<sub>2</sub>-fold change of differences between D0 and D8. Circlesâ=âtop 10 up- and down-regulated genes, trianglesâ=âknown AT1 cell differentiation markers (<i>AQP5, PDPN, CAV1</i>). F) IPA of significantly up- or down-regulated genes. Bars expressed as log<sub>10</sub>-BH corrected p-values of enrichment for pathway members in significant list against RefSeq db38 background. Whole figure: Redâ=âupregulated, greenâ=âdownregulated.</p
Integration of gene expression data with epigenetic alterations.
<p>AâBâC) Relationship between all 16 possible combinations of chromatin changes and gene expression. Greyâ=âunassociated with H3K9/14<sup>Ac</sup> or H3K27<sup>me3</sup> changes, redâ=âpotentially activating chromatin changes, greenâ=âpotentially repressive chromatin changes, blueâ=âmixture of both. A) Significant expression changes in genes as a percentage of all genes associated with each histone mark for each of the possible 16 combinations of chromatin marks. Upregulatedâ=âabove x-axis, downregulatedâ=âbelow x-axis. B) Total number of genes with significant gene expression changes associated with each chromatin combination. C) Representative IPA network of upregulated genes with both H3K9/14<sup>Ac</sup> gain and H3K27<sup>me3</sup> loss. D) Representative IPA network of downregulated genes with H3K9/14<sup>Ac</sup> loss. E and F) IPA ranked networks of genes subset by chromatin context. Corresponding TFBS present in subset chromatin and enrichment p-value from HOMER analysis, for each chromatin-associated gene subset. Redâ=âupregulated gene expression and activating chromatin changes, greenâ=âdownregulated gene expression and deactivating chromatin changes. (*) Indicates below significance threshold in HOMER but still present in IPA.</p
Functional validation of a transcription factor signaling pathway predicted from bioinformatics analysis.
<p>A) Western blots examining AT2 and AT1 cell markers during differentiation in the presence or absence of RXR antagonist UVI-3003. LAMIN A/C is the loading control. B) Transepithelial resistance as measured in kΩ-cm<sup>2</sup> over the course of differentiation. Error bars represent technical duplicates for each plating. C) Rat <i>Aqp5</i>-luciferase 4.3 kb promoter construct. Grey linesâ=â34 putative PPARA:RXR binding sites (Explain3.0). No sites were predicted from â900 to +6 bp due to lack of rat sequence information in the Explain v3.0 database. The asterisk marks the approximate location in the promoter of the ChIPed RXR site in E, below. The average number of PPARA:RXR sites per kilobase in the listed human/rat/mouse promoters is given in the table, with consensus site listed at the top. D) MLE-15 cells were transiently transfected with the <i>Aqp5</i>-luciferase construct and treated for 48 hours with vehicle (DMSO) or 7.5 ”M UVI-3003. UV1-3003 treatment reduced <i>Aqp5</i>-luc activity by 48%±0.06. Values were normalized to vehicle control and represent the mean, error bars represent SEM, Nâ=â3. All experiments represent 3 biological replicates. E) ChIP was performed on primary cultured rat AEC at day 0 (AT2, D0, nâ=â2) and day 8 (AT1-like, D8, nâ=â3). A region âŒ4 kb upstream of the transcription start site specifically precipitated with RXR in day 8 samples. ChIP of GAPDH with RXR was performed as a control, and POL2 (POLR2A) binding to the GAPDH promoter was included as a positive control for the quality of day 0 DNA.</p
Comparative transcriptomic profiling of human and rat AEC differentiation.
<p>A) Heatmap of top 2% of variant-VSN normalized gene expression probes in rat AEC. Blueâ=âlow expression, redâ=âhigh expression. Prepâ=âseparate rAEC purifications. B) Significant changes in rAEC gene expression: redâ=âupregulated, greenâ=âdownregulated, black lineâ=âBH-adjusted cutoff for significance (FDR adjusted pâ€0.05) calculated between D0 and D8. C) Correlation between rAEC and hAEC statistically significant genes. Data points expressed as significance of change between D0 and D8. Direction of change derived from increase or decrease in gene expression. Redâ=âstatically significant upregulated genes in both hAEC and rAEC, greenâ=âstatistically significant downregulated genes in both hAEC and rAEC. Dotted linesâ=âBH-adjusted cutoff for significance (p.adjustedâ€0.05) calculated between D0 and D8. D) Venn diagram of statistically significant gene overlap between hAEC and rAEC (Top), genes upregulated between hAEC and rAEC (Middle), and genes downregulated between hAEC and rAEC (Bottom). 271 genes were significant in both species but expression changed in opposite directions. In all three diagrams: pale colorâ=âhAEC-specific statistically significant gene expression changes, medium colorâ=âstatistically significant overlap in both rAEC and hAEC, dark colorâ=ârAEC-specific statistically significant gene expression changes.</p