Position-specific chemical modification of siRNAs reduces "off-target" transcript silencing
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE5769 | GEO | 2006/09/07
SECONDARY ACCESSION(S): PRJNA97111
REPOSITORIES: GEO
Similar Datasets
Project description:Position-specific chemical modification of siRNAs reduces "off-target" transcript silencing
| PRJNA97111 | ENA
Project description:Small interfering RNAs (siRNAs) and microRNAs (miRNAs) guide catalytic sequence-specific cleavage of fully or nearly fully complementary target mRNAs or control translation and/or stability of many mRNAs that share 6-8 nucleotides (nt) of complementarity to the siRNA and miRNA 5' end. siRNA- and miRNA-containing ribonucleoprotein silencing complexes are assembled from double-stranded 21- to 23-nt RNase III processing intermediates that carry 5' phosphates and 2-nt overhangs with free 3' hydroxyl groups. Despite the structural symmetry of a duplex siRNA, the nucleotide sequence asymmetry can generate a bias for preferred loading of one of the two duplex-forming strands into the RNA-induced silencing complex (RISC). Here we show that the 5'-phosphorylation status of the siRNA strands also acts as an important determinant for strand selection. 5'-O-methylated siRNA duplexes refractory to 5' phosphorylation were examined for their biases in siRNA strand selection. Asymmetric, single methylation of siRNA duplexes reduced the occupancy of the silencing complex by the methylated strand with concomitant elimination of its off-targeting signature and enhanced off-targeting signature of the phosphorylated strand. Methylation of both siRNA strands reduced but did not completely abolish RNA silencing, without affecting strand selection relative to that of the unmodified siRNA. We conclude that asymmetric 5' modification of siRNA duplexes can be useful for controlling targeting specificity. Keywords: siRNA, transfection, chemical modification, off-targets
2008-04-02 | GSE10960 | GEO
Project description:Transfected siRNAs and miRNAs regulate numerous transcripts that have only limited complementarity to the active strand of the RNA duplex. This process reflects natural target regulation by miRNAs, but is an unintended (“off-target”) consequence of siRNA-mediated silencing. Here we demonstrate that this unintended off-target silencing is widespread, and occurs in a manner reminiscent of target silencing by miRNAs. A high proportion of unintended transcripts silenced by siRNAs showed 3’ UTR sequence complementarity to the seed region of the siRNA. Base mismatches within the siRNA seed region reduced the set of original off-target transcripts but generated new sets of silenced transcripts with sequence complementarity to the mismatched seed sequence. An inducible shRNA silenced a subset of transcripts that were silenced by an siRNA of the same sequence, demonstrating that unintended silencing is sequence-mediated and is independent of delivery method. In all cases, off-target transcript silencing was accompanied by loss of the corresponding protein and occurred with similar dependence on siRNA concentration as silencing of the target transcript. These results demonstrate that short stretches of sequence complementarity to the seed region of the siRNA are key to the silencing of unintended transcripts, and that this limits the specificity of siRNA-mediated transcript silencing. Because these off-target events are sequence-dependent, inclusion of multiple independent siRNAs to the target of interest can help to distinguish true positives from false positives in functional genetic analyses. Keywords: siRNA, RNAi, sequence alignment, off-target, seed region
2006-09-12 | GSE5814 | GEO
Project description:Transfected siRNAs and miRNAs regulate numerous transcripts that have only limited complementarity to the active strand of the RNA duplex. This process reflects natural target regulation by miRNAs, but is an unintended (â??off-targetâ??) consequence of siRNA-mediated silencing. Here we demonstrate that this unintended off-target silencing is widespread, and occurs in a manner reminiscent of target silencing by miRNAs. A high proportion of unintended transcripts silenced by siRNAs showed 3â?? UTR sequence complementarity to the seed region of the siRNA. Base mismatches within the siRNA seed region reduced the set of original off-target transcripts but generated new sets of silenced transcripts with sequence complementarity to the mismatched seed sequence. An inducible shRNA silenced a subset of transcripts that were silenced by an siRNA of the same sequence, demonstrating that unintended silencing is sequence-mediated and is independent of delivery method. In all cases, off-target transcript silencing was accompanied by loss of the corresponding protein and occurred with similar dependence on siRNA concentration as silencing of the target transcript. These results demonstrate that short stretches of sequence complementarity to the seed region of the siRNA are key to the silencing of unintended transcripts, and that this limits the specificity of siRNA-mediated transcript silencing. Because these off-target events are sequence-dependent, inclusion of multiple independent siRNAs to the target of interest can help to distinguish true positives from false positives in functional genetic analyses. For details, please see A.L. Jackson, et al. 2006. RNA 12(7): 1179-1187. We used consensus genelists for clustering. Please see attached tables for genelists.
2006-09-12 | E-GEOD-5814 | biostudies-arrayexpress
Project description:Small interfering RNAs (siRNAs) and microRNAs (miRNAs) guide catalytic sequence-specific cleavage of fully or nearly fully complementary target mRNAs or control translation and/or stability of many mRNAs that share 6-8 nucleotides (nt) of complementarity to the siRNA and miRNA 5' end. siRNA- and miRNA-containing ribonucleoprotein silencing complexes are assembled from double-stranded 21- to 23-nt RNase III processing intermediates that carry 5' phosphates and 2-nt overhangs with free 3' hydroxyl groups. Despite the structural symmetry of a duplex siRNA, the nucleotide sequence asymmetry can generate a bias for preferred loading of one of the two duplex-forming strands into the RNA-induced silencing complex (RISC). Here we show that the 5'-phosphorylation status of the siRNA strands also acts as an important determinant for strand selection. 5'-O-methylated siRNA duplexes refractory to 5' phosphorylation were examined for their biases in siRNA strand selection. Asymmetric, single methylation of siRNA duplexes reduced the occupancy of the silencing complex by the methylated strand with concomitant elimination of its off-targeting signature and enhanced off-targeting signature of the phosphorylated strand. Methylation of both siRNA strands reduced but did not completely abolish RNA silencing, without affecting strand selection relative to that of the unmodified siRNA. We conclude that asymmetric 5' modification of siRNA duplexes can be useful for controlling targeting specificity. Experiment Overall Design: For details please see: Chen PY, Weinmann L, Gaidatzis D, Pei Y, Zavolan M, Tuschl T, Meister G. RNA (2008) 14(2):263-74.
2008-06-11 | E-GEOD-10960 | biostudies-arrayexpress
Project description:siRNAs mediate sequence-specific gene silencing in cultured mammalian cells but also silence unintended transcripts. Many siRNA off-target transcripts match the guide-strand ‘‘seed region,’’ similar to the way microRNAs match their target sites. The extent to which this seed-matched, microRNA-like, off-target silencing affects the specificity of therapeutic siRNAs in vivo is currently unknown. Here, we compare microRNA-like off-target regulations in mouse liver in vivo with those seen in cell culture for a series of therapeutic candidate siRNAs targeting Apolipoprotein B (APOB). Each siRNA triggered regulation of consistent microRNA-like off-target transcripts in mouse livers and in cultured mouse liver tumor cells. In contrast, there was only random overlap between microRNA-like off-target transcripts from cultured human and mouse liver tumor cells. Therefore, siRNA therapeutics may trigger microRNA-like silencing of many unintended targets in vivo, and the potential toxicities caused by these off-target gene regulations cannot be accurately assessed in rodent models.
2009-02-01 | GSE14073 | GEO
Project description:RNA silencing pathways are conserved gene regulation mechanisms that lead to degradation, translational repression or transcriptional silencing of target-transcripts selected based on complementarity with small RNA molecules. The fraction of the genome regulated by these pathways has not been established. Argonaute proteins play fundamental roles in RNA silencing. To identify their physiological targets at the genomic level, we examined expression profiles in Drosophila cells depleted of 4 Argonaute paralogs (i.e. AGO1, AGO2, PIWI or Aubergine). We also profiled cells depleted of the microRNA (miRNA)-processing enzyme Drosha.
2006-11-20 | E-MEXP-295 | biostudies-arrayexpress
Project description:Here we show that MIWI is a small RNA-guided ribonuclease (Slicer) that requires extensive complementarity for target cleavage in vitro. Disruption of its catalytic activity in mice by a single point mutation results in male infertility and displays increased accumulation of LINE1 transposon transcripts. MIWI-associated piRNAs from different genotypes were sequenced. Total RNA from purified round spermatids were subjected to Ribozero purification and strand-specific RNAseq lib prepared. Global 5' RACE library was prepare from indicated genotypes.
2011-11-30 | E-GEOD-32184 | biostudies-arrayexpress
Project description:Purpose: Identical predicted small interfering RNA (siRNA) sequences targeting Apolipoprotein B100 (siApoB) were embedded in shRNA (shApoB) or miRNA (miApoB) scaffolds and a direct compariso of the possible aspecific off-target effects in vivo was performed. Next generation sequencing (NGS) of small RNAs originating from shApoB- or miApoB-transfected cells revealed substantial differences in processing, resulting in different siApoB length, 5M-bM-^@M-^Y and 3M-bM-^@M-^Y cleavage sites and abundance of the guide or passenger strands. Methods [1]: Total liver RNA sequencing libraries for the Illumina sequencing platform were generated using high-quality total RNA as input and the Illumina TrueSeq RNA v2 Sample preparation kit according to the manufacturerM-bM-^@M-^Ys protocol. Each read file (sample), in the FASTQ format, was individually aligned against the mouse reference genome (15 May 2012 NCBI build 38.1) using CLC Bio-Genomic Workbench and the expression abundance for each gene (RPKM) was calculated according to Montazavi et al. Result [1]s: Based on our previous observations that shApoB and miApoB are differentially processed and that miApoB has a different passenger, we checked for possible aspecific off-target effects in vivo. NGS liver transcriptome analysis was performed 8 weeks p.i. for animals injected with 1x1011 gc AAV encoding shScr, shApoB, miScr and miApoB. We investigated whether shApoB and miApoB processing differences translate into differences in gene expression in injected animals. A total number of 266 genes were significantly changing (p <0,05) in miApoB-injected mice compared to miScr. Additionally 106 genes were found to be significantly up or down-regulated in the shApoB mice compared to shScr. Off-target predictions using Smith-Waterman algorithm for the most abundant guide and passenger strand variants were performed to investigate if any of the observed changes results from aspecific interactions. None of the changing genes had predicted targets for the guide or passenger strands of shApoB or miApoB. Conclusions [1]: An important observation is that none of the changes in gene expression in AAV-miApoB and AAV-shApoB can be explained by possible aspecific down-regulation of non-target transcripts. Methods [2]: For NGS analysis cells were transfected with 4 M-BM-5g shApoB- or miApoB-expression plasmids using Lipofectamine 2000 reagent and total RNA was isolated from cells 48 hr post-transfection using Trizol (Invitrogen, Carlsbad, CA) according to the manufacturerM-bM-^@M-^Ys protocol. Total RNA sequencing libraries for the Illumina sequencing platform were generated using high-quality total RNA as input and the Illumina TrueSeq RNA v2 Sample preparation kit according to the manufacturerM-bM-^@M-^Ys protocol. The NGS small RNA raw data set was analyzed using the CLC_bio genomic workbench (CLC Bio, Aarhus, Denmark). The obtained reads were adaptor-trimmed, which decreased the average read size from ~36bp to ~25bp. The custom adapter sequenced used for trimming all the bases extending 5M-bM-^@M-^Y was: GTGACTGGAGTTCC-TTGGCACCCGAGAATTCCA. All reads containing ambiguity N symbols, reads shorter than 15 nt, longer than 55 nt in length and reads represented less than 10 times were discarded. Next, both data sets from shApoB and miApoB samples were grouped based on the match to the reference sequence and the obtained unique small RNAs were aligned to the sequence of pre-miApoB: GATCCTGGAGGCTTGC-TGAAGGCTGTATGCTGATGGACAGGTCAATCAATCTTGTTTTGGCCACTGACTGACAAGATTGAGACCTGTCCATCAGGACACAAGGCCTGTTACTAGCACTCACATGGAACAAATGGCCCAGATCTGGCCGCAG or shApoB: GATCCCCGATTGATTGACCTGTCCATTTCAAGAGAATGGACAGGTCAATCAATC-TTTTTCAGCTT sequence, respectively. To relatively represent the expression counts for the small RNAs obtained in the experiment, reads per million (rpm) or percentage of reads based on the total number of reads matching the reference shApoB or miApoB sequence were calculated Results [2]: The small RNAs were aligned against their reference sequence resulting in 541.939 reads matching shApoB and 1.525.211 reads matching miApoB (Fig S1 and S2). Analysis of the length distribution of the reads indicated that siApoB guide strand originating from shApoB ranged between 19 and 23 nt, with the most abundant one being 21 nt-long. Surprisingly, siApoB guide from miApoB scaffold ranged from 23 to 25 nt with the 24 nt-long strand being the predominant variant. This finding was rather unexpected considering that the predicted guide strand of siApoB was 21 nt long for both shApoB and miApoB scaffolds. Analysis of the processed 5M-bM-^@M-^Y ends of the siApoB guide strand indicated that most of the reads matched position +1 relative to the predicted cleavage site for shApoB, while all the reads matched position 0 for miApoB. The 3M-bM-^@M-^Y ends of the siApoB guide strand had a more heterogeneous pattern and ranged from -1 to +3 for shApoB and +1 to +4 for miApoB. Next, we looked at the sequence distribution and percentage of reads for both the guide and passenger siApoB strands originating from the shApoB and miApoB scaffolds. A substantial difference between the two is that the guide from shApoB is in the 3M-bM-^@M-^Y arm and hence Dicer or other endonuclease defines the cleavage position while the guide is present in the 5M-bM-^@M-^Y arm of miApoB, where Drosha defines the cleavage. Thus, defining the length and exact cleavage position for the guide and passenger strands is very important since even single nucleotide differences may result in significant changes in the predicted targets of the siRNAs. Moreover, the passenger siRNA* strand, if not degraded efficiently, may bind to unanticipated targets and cause off-target effects. As expected, 44.4% of the reads originating from shApoB matched the siApoB guide strand but processing was shifted at position +1 (Fig. 2d, upper panel). Surprisingly only 12.1% of the reads matched perfectly the predicted siApoB guide strand of 21 nt and starting at position 0. The reads matching the passenger siApoB* strand were represented in much lower percentage with the predominant one being only 5.3%. Analysis of the guide strand from the siApoB reads originating from the miApoB scaffold indicated that they all started at the predicted cleavage site. Surprisingly, the predominant, 22.3% of reads were 24 nt-long. Furthermore 5.1% reads were 23 nt- and 1.9% were 25 nt-long. A substantial number of 62% of the reads was found matching the passenger siApoB* strand and ranged between 20 and 22 nt in length. In conclusion, both shApoB and miApoB scaffolds did not yield the predicted siApoB guide or siApoB* passenger sequences after processing from the cellular RNAi machinery. The guide from miApoB was cleaved much more precisely by Drosha at its 5M-bM-^@M-^Y end compared to shApoB that gave more heterogeneous pools of sequences following processing. Conclusions[2]: An unexpected discovery in the current study was that siRNA processing by the cellular RNAi machinery did not follow the generally accepted and described cleavage sites for both molecules shApoB and miApoB siApoB guide strand originating from the shApoB scaffold was more heterogeneous in cleavage sites and length compared to the product originating from the miApoB scaffold. Most likely, differential cleavage mechanism defined the heterogeneity in the guide and passenger strands. Additionally, shRNAs with 19 bp stem or less are not necessarily recognized by Dicer and maybe be processed differently. The heterogeneity seen with the shApoB can also be explained by the potential for 2 or 3 uridines to be added following termination of pol III transcription. The main pool of guide sequences originating from miApoB was 24 nt-long although we used the scaffold of cellular pri-mir-155 that produces a 23 nt mature miRNA. However, a 24 nt-long siApoB sequence did not compromise efficacy because when placed in the miApoB scaffold, the ApoB target sequence was extended at the 3M-bM-^@M-^Y end with 4 nt until the loop. Another important observation is that the siApoB* Liver mRNA profiles of C57BL/6 9 weeks after intravenous AAV injection of 1x1011 gc per animal (~4x1012 gc/kg) of AAV-shRNA, AAV-miRNA or PBS via the tail vein. Next Generation Sequencing on Illumina platform
2012-07-10 | E-GEOD-39187 | biostudies-arrayexpress
Project description:Widespread siRNA "off-target" transcript silencing mediated by seed region sequence complementarity
| PRJNA97197 | ENA