Abstract
Short interfering RNA (siRNA)-based RNA interference (RNAi) is widely used for target gene knockdown in mammalian cells. To clarify the position-dependent functions of ribonucleotides in siRNA, siRNAs with various DNA substitutions were constructed. The following could be simultaneously replaced with DNA without substantial loss of gene-silencing activity: the seed arm, which occupies positions 2–8 from the 5′end of the guide strand; its complementary sequence; the 5′end of the guide strand and the 3′overhang of the passenger strand. However, most part of the 3′ two-thirds of the guide strand could not be replaced with DNA, possibly due to binding of RNA-recognition proteins such as TRBP2 and Ago2. The passenger strand with DNA in the 3′end proximal region was incapable of inducing off-target effect. Owing to lesser stability of DNA–RNA hybrid than RNA duplex, modified siRNAs with DNA substitution in the seed region were, in most cases, incapable to exert unintended gene silencing due to seed sequence homology. Thus, it may be possible to design DNA–RNA chimeras which effectively silence mammalian target genes without silencing unintended genes.
INTRODUCTION
Several nucleic acid-based methods for knockdown of target gene activity have become available over the last several decades, and RNA interference (RNAi) is probably the most prominent. In mammals, short interfering RNA (siRNA), 19-bp long double-stranded (ds) RNA with 2-nt 3′overhangs, is widely used for inducing RNAi (1,2). In Drosophila cells, a heterodimer of Dicer2 and R2D2 is considered to sense the differential stability of siRNA duplex ends in determining the guide strand (3,4). The Dicer2/R2D2 dimer in RLC [RNA-induced silencing complex (RISC) loading complex] is gradually replaced by Argonaute (Ago). Protein-complexed siRNA undergoes unwinding. Recent studies on the structures of archea and eubacteria Ago-like proteins (5–7) and the PAZ domain of human Ago1 (8) have provided a great deal insight into the molecular mechanism of RNAi in mammals and other animals. The 5′ and 3′ends of the guide strand may be anchored in pockets formed in the Mid and PAZ domains of Ago, respectively (4,7,9). The 5′-proximal ‘seed’ nucleotides (10), occupy position 2–8 measured from the 5′end of the guide strand, and are present on the surface of the Mid-PIWI lobe associated with a linker L1 in a quasi-helical form in the RISC, may serve as the entry or nucleation site for mRNA (7).
In active RISCs, target mRNA is cleaved by the RNase H-like slicer activity of Ago (Ago2 in the case of mammals) (11,12). Only siRNA with seed sequence homology to the target may serve as microRNA and induce gene silencing via translational repression rather than mRNA cleavage (13). In addition, recent microarray profiling experiments revealed that unintended reduction in expression of a large number of transcripts can also be observed following the transfection of siRNA without complete sequence complementarity to the transcripts, reminiscent of microRNA-dependent reduction in gene expression (10,14,15).
Certain ribonucleotides in siRNAs undergo substitution with deoxyribonucleotide counterparts without substantial loss of gene-silencing activity. The 3′overhangs are frequently replaced with deoxythymidine to prevent the degradation of siRNA in cells (1,16,17). The passenger strand of siRNA may be substituted totally with the DNA counterpart (18). Chiu and Rana (19) introduced various chemically modified nucleotides into siRNAs and found that the 2′OH of the guide strand near the mRNA cleavage site may not be required for catalytic ribonuclease activity of RISC.
Here, we examined the effects of systematic deoxyribonucleotide substitutions of highly functional siRNAs (20) on gene silencing. The 5′end and the 5′proximal ‘seed’ arm of the guide strand were found capable of being completely replaced with cognate deoxyribonucleotides with little or no loss of gene-silencing activity. In contrast, replacing the 3′ proximal RNA sequence of the guide strand with its DNA counterpart resulted in almost complete loss of gene-silencing activity. Unlike the nonmodified siRNAs, DNA-modified siRNAs, in which the seed region is DNA and the remainder is RNA, could hardly exert reduction of the activity of genes other than the target gene (off-target effect) (21). These findings may indicate most mammalian genes to be effectively knocked down without substantial off-target effect by treating cells with a class of DNA-modified siRNAs possessing a DNA-seed-arm sequence.
MATERIALS AND METHODS
Cell culture and gene-silencing activity assay
Chinese hamster CHO-K1, human HeLa, mouse embryonic stem (ES) cells (E14TG2a) and Drosophila S2 cells were cultured and subjected to gene-silencing assay as described previously (20). Briefly, 1-ml cell suspensions of CHO-K1 (1 × 105 cells/ml), HeLa (1 × 105 cells/ml), E14TG2a (2 × 105 cells/ml) and S2 (1 × 106 cells/ml) were inoculated in a 1.5-cm well 24 h prior to transfection. Cells were transfected with pGL3-Control (1 µg, Promega) or pGL2-Control (1 µg; Promega), both coding for firefly luciferase (luc) gene, and Renilla-luc-gene encoding pRL-SV40 (0.1 µg, Promega) with or without siRNA or the corresponding DNA-modified siRNA. Cells were harvested 24 h after transfection and luc activity was measured using the Dual-Luciferase Reporter Assay System (Promega). RNA, DNA and DNA-modified siRNAs, of which the nucleotide sequences used in this study are listed in Supplementary Table S1, were chemically synthesized (Proligo). Fifty percent inhibitory concentrations (IC50s) of siRNAs and DNA-modified siRNAs were estimated using the Pharmacologic Calculation Program (22).
RT–PCR
Using Lipofectamine 2000 (Invitrogen), E14TG2a or HeLa cells were cotransfected with 50 nM siRNA or DNA-modified siRNA, and pCAGIPuro-EGFP (0.5 µg/ml; 20), which encodes EGFP and puromycin-resistant genes. Puromycin (2 µg/ml; Clontech) was added to the medium 24 h after transfection. RNA was extracted 3 days after transfection using RNeasy (QIAGEN). Possible change in relative fraction of target RNA was examined by RT–PCR using the RNA LA-PCR kit (Takara) and mGapdh mRNA as an internal control. Primers used are listed in Supplementary Table S2.
Electrophoresis mobility shift analysis
Regions encoding a full-length human PACT (23) and human immunodeficiency virus trans-activating response RNA-binding protein 2 (TRBP2) (24) were amplified from a cDNA mixture of a total RNA extracted from HeLa cells by PCR. Used primers are as follows: PACT (5′- TTTTTTTTTTCATATGTCCCAGAGCAGGCACCGCGAGGCC and 5′-TTTTTTTTGCGGCCGCTTACTTTCTTTCTGCTATTATCTTTAAATA) and TRBP2 (5′-TTTTTTTTTTCATATGCTGGCCGCCAACCCAGGCAAGA and 5′-TTTTCCTTTTGCGGCCGCTCACTTGCTGCCTGCCATGATCTTGAGGTA). The amplified fragments were digested with NdeI and NotI and cloned into pET-28a (Novagen). PACT and TRBP2 proteins were produced in Escherichia coli BL21 codon plus and Rosetta (DE3) pLysS, respectively, as amino-terminal hexa-histidine-fusion proteins, and purified with NTA agarose. Binding to siRNA or its DNA counterparts (siDNA) (5 fmol/µl) was carried out in 25 mM Tris–HCl (pH8.0), 150 mM NaCl, 125 mM imidazole, 13% glycerol, 50 ng/µl salmon sperm DNA and 2 U/µl RNasein for 30 min at room temperature. The mobility shift assay was conducted on a 5% polyacrylamide gel and analyzed quantitatively using FLA-2000 image analyzer (Fujifilm).
Target cleavage assay
Luc2-153, the target sequence for the firefly luc siRNA, siLuc2-153, was inserted into the EcoRI/XhoI site of pTREC (25) to generate pTREC-2-153. The construct (0.5 µg) was introduced by transfection into HeLa cells with or without cognate siRNA or DNA-modified siRNA and cells were recovered 24 h after transfection. Total RNA was prepared using QuickPrep Micro mRNA Purification Kit (Amersham). Primer extension was carried out using 32P-labeled primer (5′-CTCGAAGCATTAACCCTCACT-3′) and the Primer Extension System-AMV Reverse Transcription Kit (Promega). Reaction products were size-fractionated by electrophoresis on 6% polyacrylamide gel containing 7-M urea in TBE buffer. Cleavage sites were determined using parallel sequence gel. DNA sequence analysis was carried out by using Thermo Sequence Fluorescent Labeled Primer Cycle Sequencing Kit (Amersham) but fluorescent-labeled dideoxyribonucleotides were replaced with 32P-labeled dideoxyribonucleotides.
Construction of psiCHECK derivatives and the assay of seed-sequence- and passenger-strand-based off-target activity
The plasmids psiCHECK-sm-X1, X2 and X3, respectively, included one, two and three copies of seed-matched (sm) target sequences while psiCHECK-cm-X1-X3, included one to three copies of completely matched (cm) target sequences (see Figure 4, Supplementary Figures S6, S8 and S9). They were constructed as follows. Chemically synthesized oligodeoxynucleotides (29–75 bp) including one to three copies of the same 23-bp sm or cm target sequences with cohesive XhoI/EcoRI ends were inserted into the psiCHECK-1 (Promega) XhoI/EcoRI site, which is situated in the region encoding the 3′UTR of Renilla luciferase mRNA. Human vimentin and mouse Oct4 sequences were used as targets (Supplementary Table S3). The cm sequence is completely matched that of the guide strand of nonmodified or DNA-modified siRNAs, and is expressed as a part of the target mRNA in transfected cells (see Figure 4). In contrast, the sm sequence in the target mRNA consists of two parts. Its 3′-terminal one-third is complementary in sequence to the 8-bp long 5′proximal region of the guide strand of siRNA or DNA-modified siRNA, while the remaining two-thirds, totally nonhomologous (see Figure 4). To construct psiCHECK-sm-X6, which includes six copies of Oct-797 and Luc-36 target sequences (see Supplementary Figure S9), 144-bp of ds insert DNA was synthesized by enzymatic ligation of 71- and 73-bp long chemically synthesized dsDNA fragments with 4-nt long 5′protrusions, and inserted into the XhoI/EcoRI site of psiCHECK-1. psiCHECK-GS and psiCHECK-PS, respectively, were constructed by inserting a PCR-amplified fragment containing target region (nucleotide position 97–856) of HPV16 E6E7 (accession number K02718) into the NotI site of psiCHECK-1 (see Figure 3). Used primers are as follows: 5′-GCGGCCGCAACTGCAATGTTTCAGGACC and 5′-GCGGCCGCTTATGGTTTCTGAGAACAGA. As GS/PS inserts, HPV-16 sequences along with three copies of 23-bp long target sequence of VIM-270 and Oct-797 (Supplementary Table S3) were used. The orientation of the insert was determined by nucleotide sequence analysis and plasmids with different insert orientations were selected. Plasmids expressing the GS and PS targets, respectively, used as psiCHECK-GS and psiCHECK-PS. HeLa cells in a well of 24-well culture plate were transfected simultaneously with one of psiCHECK derivatives (0.1 µg each) and pGL3-Control (Promega, 1 µg), phLuc-Control (see below, 1 µg) and siRNA or DNA-modified siRNA. Cells were harvested 24 h after transfection and luc activity was measured using the Dual-Luciferase Reporter Assay System (Promega). For assay using HVP16 target sequences, HeLa cells in a well of 96-well culture plate were transfected with a psiCHECK derivative (1.6 ng), pZeoSV2-hLuc (0.4 ng) and nonmodified or DNA-modified siRNAs and analyzed 48 h after transfection. pGL3-Control, encoding the firefly luc, served as a control for Renilla luc silencing assay for the siRNAs (siVIM-270, -596, -812 and -1128, siOct-797, and -821, siGRK4-934) along with cognate DNA-modified siRNAs (chiVIM-270, -596, -812 and -1128, chiOct-797, and -821, chiGRK4-934). The gene-silencing assay for siRNAs (siLuc-36, -49, -309, -774 and 2-153) and cognate DNA-modified siRNAs (chiLuc-36, -49, -309, -774 and 2-153) was carried out using as a control phLuc-Control coding for a modified firefly luciferase gene. The assay for five siRNAs (siHPV16-497, 573, -698, -707 and -752) and cognate DNA-modified siRNAs (chiHPV16-497, 573, -698, -707 and -752) was carried out using pZeoSV2-hLuc. phLuc-Control is a derivative of pGL3-Control (Promega) in which the 1.7-kb XbaI/HindIII region encoding firefly luc is replaced with the XbaI/HindIII hLuc fragment of psiCHECK-2 (Promega). pZeoSV2-hLuc is constructed by introducing hLuc fragment into pZeoSV2 (Invitrogen). The siGCY416 is an siRNA for knockdown of GFP and serves as an siRNA control. The nucleotide sequences for the target described above are shown in Supplementary Table S3.
Calculation of melting temperature
Melting temperature (Tm) was calculated based on the nearest-neighbor model (26) and the thermodynamic values for RNA–RNA (27) and RNA–DNA (28). Oligonucleotide and sodium chloride concentrations were assumed to be 100 nM and 100 mM, respectively.
Microarray analysis
HeLa cells (1 × 105 cells/ml) were inoculated in a 1.5-cm well 24 h prior to transfection. Cells were transfected with 50 nM siVIM-270 or chiVIM-270. Total RNA (3 µg) purified using RNeasy Kit (Qiagen) 1 day after transfection was used for hybridization to Human Genome U133 Plus 2.0 GeneChip (Affymetrix) containing ∼47 400 human transcripts according to the manufacturer's protocol. RNA from mock-transfected cells, which were treated with transfection reagent in the absence of nonmodified or DNA-modified siRNAs, was used as a control. To calculate transcript expression values, Microarray Suite 5.0 (MAS5, ref. 29) was used with quantile normalization (30), and transcritps with sufficient hybridization signals to be called present (P) were used in this study. To identify transcripts that were downregulated on the array, we compared the cumulative distribution of expression changes for messages with the site versus those with no canonical site, and calculated the maximum positive cumulative difference between the two distributions. The statistical significance of their dissimilarity was quantified using the Wilcoxon's rank-sum test (31,32) as P-value.
Motif analysis of 3′UTR
The probe sequences were taken from the latest annotation table provided on the Affymetrix Web site (http://www.affymetrix.com). We mapped them to the RefSeq human mRNA sequences (release 24), and then identified the target transcripts. We found 67 220 annotations of the human transcripts, which corresponded to 54 675 of the probesets. Among these, 19 856 transcripts called P by MAS5, of which 16 783 RefSeq entries (25%) with the 3′UTR were considered in this study. sm sequences at positions 2–8, 1–7 and 1–8 from the 5′ end of the guide strand were assigned to the extracted 3′UTR sequences.
Quantitative RT–PCR
Quantitative RT–PCR was carried out using total RNA purified, whose properties were also analyzed using the microarray. RNA was reverse-transcribed using the SuperScript First-Strand Synthesis System for RT–PCR (Invitrogen). The resultant cDNA and SYBR Green PCR Master Mix (Applied Biosystems) were mixed and incubated at 95°C for 10 min before the PCR reaction. The levels of PCR products were monitored with ABI PRISM 7000 sequence detection system and analyzed with ABI PRISM 7000 SDS software (Applied Biosystems). Each reaction was run in triplicate. The expression level of each sample was first normalized to the amount of β-actin and then to the mock-transfection control. The used primer sets are listed in Supplementary Table S4.
RESULTS
Asymmetric requirement of ribonucleotides in siRNA for effective gene silencing
In the present article, the ends of siRNA possessing the 5′ends of the guide and passenger strands, respectively, are referred to as GS and PS ends (Figure 1A). To examine the effects of DNA replacement on gene silencing systematically, six different types of partially DNA-substituted siRNAs, whose structures are illustrated in Figure 1A, were constructed based on the sequences of siLuc-36 (Figure 1) and siLuc2-153 (Supplementary Figure S1). These siRNAs have been shown to be highly functional in firefly luc-gene silencing (20). In three left DNA-modified siRNAs in Figure 1A, ribonucleotides were progressively replaced with cognate deoxyribonucleotides from the PS end, while, in three right ones, deoxyribonucleotide substitutions occurred progressively from the GS end. In replacement with dsDNA, paired ribonucleotides were simultaneously replaced with cognate deoxyribonucleotides. In siRNAs with DNA replacement only in the guide and passenger strand, respectively, guide and passenger strands are DNA–RNA chimeras, with the remaining being RNA. Using these different types of DNA-modified siRNAs, examination was made of possible firefly luc gene activity reduction in three mammalian cells, CHO-K1, HeLa and E14TG2a and Drosophila S2 cells (Figure 1B–G and Supplementary Figure S1A–F).
DNA replacement of the two siRNA sequences gave results nearly the same with each other in all three mammalian cells. In the case of dsDNA replacement from the PS end, all modified siRNAs except those containing DNA replacement only in the vicinity of the PS end had little, if any, gene-silencing effect on luc target (Figure1B, Supplementary Figure S1A). In contrast, as with nonmodified siRNAs, nearly all luc gene activity was abolished subsequent to transfection with modified siRNAs with dsDNA substitution ≤10 bp (Figure 1C) or 8 bp (Figure S1B) in length from the 5′ end of the guide strand. Furthermore, in mammalian cells, gene-silencing effects due to transfection with modified siRNAs with dsDNA substitution from the GS end were noted strongly correlated with those induced by that with modified siRNAs with DNA substitution only in the guide strand (Figure 1B–E, Supplementary Figures S1A–D and S2A). In contrast, transfection with modified siRNAs with DNA substitution only in the passenger strand gave a small, if any, effect on luc target gene silencing in mammalian cells (Figure 1F and G, and Supplementary Figures S1E and F and S2B). Mammalian gene silencing due to treatment with siRNAs with dsDNA substitution may thus be concluded due primarily to interactions between the guide strand and target mRNA and/or those between the guide strand and protein moieties involved in gene silencing. The contribution of the passenger strand to gene silencing is much greater in Drosophila than mammalian cells, since considerable reduction of luc gene activity was evident in S2 cells transfected with modified siRNAs with DNA substitution only in the passenger strand (Figure 1F and G, and Supplementary Figure S1E and F).
As described below, ribonucleotide residues in the PS-end proximal region are essential to RLC- and/or RISC-protein binding. The 8-bp long GS-end proximal region, which can be replaced with the DNA counterpart without substantial loss of gene-silencing activity, includes the seed region situated from nucleotide position 2 to 8, measured from the 5′end of the guide strand.
DNA-replacement/gene-silencing profiles of the siLuc2-153 sequence were unexpectedly found to shift a few bases to the side of the 5′ end of the guide strand from those of siLuc-36 sequence (Supplementary Figure S3). The apparent profile shift in the vicinity of the PS end may be due in part to different sequence-dependent effects of deoxyribonucleotide replacement in the 3′overhang.
The presence or the absence of 5′terminal phosphate gave no significant difference on gene silencing (Supplementary Figure S4), suggesting that, as with nonmodified siRNA (33), the 5′end of DNA-modified siRNA is phosphorylated within cells. Interferon response due to DNA-modified siRNA was not more profound than that due to nonmodified siRNA (Supplementary Figure S5).
ES-to-differentiated cell fate transition induced by functional DNA-modified siRNA-dependent inactivation of Oct4
Oct4 is a gene-encoding POU transcription factor that regulates ES cell pluripotency (34). A reduction in Oct4 expression leads to the loss of pluripotency and differentiates ES cells into trophectoderms, which are characterized by flat morphology (34). Indeed, both morphological changes and reduction in Oct4 expression were observed in mouse ES cells transfected with siOct-797, an siRNA specific to Oct4 (Figure 2A1 and 2; B1 and 2). As shown in Figure 2A4 and B4, chiOct-797-GS, a DNA-modified siRNA version of siOct-797, of which the 8-bp long GS-end-proximal region is occupied by DNA, also induced a very similar morphological change and a significant reduction in Oct4 expression. Reduction in Oct4 activity is also known to induce the expression of heart- and neural crest derivatives-expressed protein 1 (Hand1), placenta-specific homeobox 1 (Psx1) and caudal type homeobox 2 (Cdx2) genes and represses Fgf5 expression (34,35). Figure 2B shows that, as with siOct-797, chiOct-797-GS induced Hand1, Psx1 and Cdx2 expression and repressed Fgf5 expression as well. In contrast, changes in neither morphological nor gene expression were observed in ES cells transfected with chiOct-797-PS possessing DNA substitution in the PS-end proximal third (Figure 2A3 and B3).
Taken together, results described above may indicate 8-bp long dsRNA from the 5′guide strand end of functional siRNAs to be replaceable with DNA counterparts without substantial loss of gene silencing activity.
siRNAs in which all ribonucleotides in the 8-bp long ds region from the GS end and those in the 3′overhang of the passenger strand are replaced with cognate deoxyribonucleotides (Figure 2C) are referred to as modified siRNAs with 8-bp GS-DNA substitution from here on and vice versa.
Requirement of 7-bp long GS-end proximal AT-rich DNA sequence for effective gene silencing due to transfection with modified siRNA with 8-bp GS-DNA substitution
In a previous work (20), we classified siRNAs into three groups, class-I, -II and -III and showed class-I siRNAs to be highly functional. Class-I siRNAs satisfy the three following sequence-conditions simultaneously: A/U at the 5′ terminus of the guide strand; G/C at the 5′ terminus of the passenger strand; at least four A/U residues in the 5′ terminal 7 bp of the guide strand. siRNAs opposite in these features give rise to little or no gene silencing in mammalian cells, and are grouped as class-III. In addition, more than 9-bp long G/C stretch is absent from class-I siRNAs. siRNAs other than class-I and III are defined as class-II. This guideline for highly effective or functional siRNAs has been used widely along with those proposed by other investigators (36,37). Modified siRNAs with DNA substitution described above were all designed based on sequences of siRNAs belonging to class-I.
To further examine whether modified siRNAs with 8-bp or less than 8-bp GS-DNA substitution are capable of inducing effective target gene silencing provided that their nonmodified siRNA counterparts belong to class-I, gene-silencing activities of 16 modified siRNAs with 6- or 8-bp GS-DNA substitution were compared with those of cognate authentic siRNAs. Results at 16 target sites are shown in the lower graphs of Figures 3 and 4. Not only all 16 nonmodified siRNAs but also16 DNA-modified siRNAs caused more than 70% of reduction in target gene activity at siRNA concentration of 50 nM.
Target-gene knockdown effect varied depending on siRNA concentration (Supplementary Figure S6). DNA-modified siRNAs exhibited gene-silencing activity virtually similar to that due to the nonmodified cognate siRNAs when the siRNA concentration was 0.5–50 nM (Figures 3 and 4, Supplementary Figure S6), although, at 0.05 nM, gene silencing induced by DNA-modified siRNA was less profound than that induced by nonmodified siRNA counterparts possibly due to weaker seed activity of the DNA seed arm (see below). Calculated IC50 values of the nonmodified siRNAs varied from 1 to 318 pM depending on sequences, while those of DNA-modified siRNA counterparts were from 47 to 5463 pM (Table 1; fold IC50 changes, 1–35).
Table 1.
Luc-309 | VIM-812 | GRK4-934 | Oct-821 | Luc-774 | VIM-1128 | Luc2-153 | VIM-596 | Oct-797 | VIM-270 | Luc-36 | Luc-49 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
Non-modified siRNA (pM) | 7 | 25 | 34 | 318 | 13 | 9 | 18 | 17 | 1 | 156 | 167 | 5 |
DNA-modified siRNA (pM) | 48 | 146 | 744 | 247 | 85 | 75 | 179 | 131 | 47 | 5463 | 270 | 16 |
IC50 fold change (DNA-modified siRNA/non-modified siRNA) | 7.0 | 5.8 | 21.9 | 0.8 | 6.4 | 8.0 | 10.2 | 7.9 | 33.3 | 35.0 | 1.6 | 3.2 |
It may thus follow that modified siRNAs with 8-bp or <8-bp GS-DNA substitution are capable of inducing effective gene silencing if the concentration is properly chosen and their nonmodified siRNA counterparts belong to class-I.
Involvement of Ago2, TRBP2, PACT and sequence-specific mRNA cleavage in gene silencing due to transfection with modified siRNAs with 8-bp GS-DNA substitution in mammalian cells
TRBP2 (24) and PACT (22) are putative mammalian counterparts of Drosophila RLC protein, R2D2, which senses the differential stability of siRNA duplex ends to determine which strand will be loaded into RISC as the guide strand (3). R2D2 appears to bind more stable RNA end (3). TRBP2, PACT and R2D2 contain dsRNA-binding domains (23,24,38) and, as shown in Figure 5A, are capable of binding to dsRNA but not dsDNA (39,40), suggesting that, in the case of modified siRNAs with 8-bp GS-DNA substitution, these RLC proteins bind only to certain ribonucleotides present in PS terminal two-thirds. Ago2 is a key RNA-binding protein for nonmodified siRNA-based RNAi in mammals (41,42).
We demonstrate that these proteins are essential to functional mammalian gene silencing due to transfection with modified siRNAs with 8-bp GS-DNA substitution in HeLa cells. The activity of TRBP2 and Ago2 were reduced significantly through RNAi with TRBP2 and Ago2-secific siRNAs, respectively (Figure 5B). As shown in Figure 5C, Ago2 and TRBP2 siRNA treatment of HeLa cells not only specifically reduced Ago2 and TRBP2 expression but also prevented siLuc-36 or siLuc-774-based luc gene silencing. By comparison with control siRNA treatment (treatment with siGY441, a siRNA specific for GFP), Ago2 or TRBP2 siRNA treatment was found to increase relative luc activity by 30–50 points in DNA-modified siRNA-dependent gene silencing as in the case of nonmodified-siRNA-dependent RNAi (Figure 5C). A separate experiment showed PACT siRNA treatment prevented DNA-modified-siRNA-based gene silencing to some extent (Supplementary Figure S7). Ago2, PACT and TRBP2 may thus be involved in gene silencing due to modified siRNA with 8-bp GS-DNA substitution as in the case of RNAi with nonmodified siRNAs. However, note that siGY441, a control siRNA, much more strongly prevented DNA-modified-siRNA-dependent gene silencing than RNAi, indicating that certain critical RISC and/or RLC proteins may have less affinity toward modified siRNAs with 8-bp GS DNA substitution than toward nonmodified siRNAs.
In RNAi, target mRNA is cleaved at the point corresponding to the center of the guide strand via RNase H-like activity of the PIWI domain of Ago2 (11,12,16,43). Real-time PCR experiments indicated that the mRNA target is effectively degraded through DNA-modified siRNA treatment (data not shown). Examination was thus made to determine at what point target mRNA is cleaved in DNA-modified-siRNA-dependent gene silencing using chiLuc2-153, a modified siRNA of siLuc2-153 with 8-bp GS-DNA substitution (Figure 5D). The position of the main cleavage site was found to be precisely the same to that of RNAi. In both cases, the main cleavage point was situated between position 10 and 11, as measured from the 5′end of the guide strand. A similar coincidence of target cleavage site was also found when siLuc-36 sequence was examined (data not shown).
These results presented so far may indicate that, as with functional siRNA, functional modified siRNA with 8-bp GS-DNA substitution is loaded into Ago2-including RISC and that the guide strand in its DNA portion serves as guide for target mRNA nucleation and subsequent cleavage. As in the case of nonmodified-siRNA-based RNAi, TRBP2 and PACT are likely to be involved in the formation of RLC including modified siRNA with 8-bp GS-DNA substitution in mammalian cells.
Absence of gene-silencing activity from the passenger strand with DNA substitution in the 3′terminal region
In nonmodified-siRNA-based gene silencing, it may be difficult to evade the possible passenger-strand-dependent silencing of unintended genes (44). As described above (see e.g. Figure 1), if the 3′terminal region of the guide strand of siLuc-36 or siLuc2-153 is substituted with DNA, no or little target gene silencing occurred. The 3′terminal region of the passenger strand of modified siRNA with GS-DNA substitution is always occupied by DNA (see Figure 2C), suggesting that gene silencing due to transfection with functional modified siRNA with GS-DNA substitution is not associated with any activity of inducing passenger-strand-dependent off-target effect.
To further confirm this point, one copy of cm target sequence for guide or passenger strands (GS or PS targets, respectively) were introduced into the 3′UTR of psiCHECK-1 to generate psiCHECK-GS and -PS plasmids, and nonmodified and DNA-modified siRNA-dependent reporter gene silencing effects were examined. All siRNAs used here belong to highly functional class-I. As described above and can be seen in the lower graph of Figure 3B, all 7 DNA-modified siRNAs used here appear to possess a highly functional guide-strand activity. The upper graph of Figure 3B showed that target gene silencing subsequent to transfection with at least four of seven nonmodified siRNAs is associated with apparent passenger-strand-dependent off-target activity. Note that, in all four cases, more than 80% reduction in PS target activity was evident. In contrast, none of seven modified siRNAs with GS-DNA substitution could induce effective silencing of luc gene fused with PS targets. Thus, we conclude that gene silencing due to transfection with functional DNA-modified siRNAs may not be associated with passenger-strand-dependent off-target effects.
Reduction in seed-sequence-based off-target effect in gene silencing due to transfection with functional DNA-modified siRNAs
The 8-bp long DNA of the guide strand in DNA-modified siRNA corresponds in position to the ‘seed’ region of microRNA that is implicated in gene regulation by translational inhibition and/or mRNA degradation (45–49). In nonmodified siRNA, the region of nucleotide position 2–8 measured from the 5′ end of the guide strand may play an essential role in the initial stage of mRNA recognition. The DNA–RNA hybrid is generally less stable thermodynamically than RNA duplex (27,28, 50,51). Thus, the seed activity or capability of inducing inhibition of translation and/or mRNA degradation due to the DNA seed arm in the putative RISC containing the guide strand of modified siRNA with 8-bp GS-DNA substitution is expected to be considerably weaker than that of the nonmodified-siRNA–RISC. In fact, in all cases examined, calculated Tm in the ‘seed’ region of DNA-modified siRNA was considerably lower than that of cognate nonmodified siRNA (Supplementary Table S5).
For further confirmation of this point, three consecutive copies of an identical sm target sequence, which possesses homology only to the seed sequence of nonmodified or DNA-modified siRNAs to be examined, were introduced into the 3′untranslated region of psiCHECK-1 Renilla luc (Figure 4). As a total, 12 sm-targets for highly functional siRNAs were examined as inserts (see Figure 4, Supplementary Figure S8 and Table S3). As described above (see also Figure 3, Supplementary Figure S6), at 50 nM, all DNA-modified siRNAs along with cognate nonmodified siRNAs effectively silenced cm-target genes. A considerable reduction in relative luc activity was observed in sm-target expressing cells transfected especially with certain nonmodified siRNAs possessing a higher G/C content in the seed region (Supplementary Figure S8). However, virtually no sm target knockdown was induced by treatment with DNA-modified siRNAs at least 11 of 12 cases (Figure 4B). The seed activity of authentic siRNA increased with increasing the copy number of sm targets but no such effect was observed in the case of DNA-modified siRNA treatment (Supplementary Figure S9). It may thus follow that most, if not all, functional modified siRNAs with 8-bp GS-DNA substitution may hardly induce seed-sequence-based off-target effects.
Genome-wide analysis of off-target effects due to DNA-modified-siRNA-dependent gene silencing
To further clarify that gene silencing due to modified siRNAs with 8-bp GS-DNA substitution is less frequently associated with off-target effect, genome-wide expression profiles were examined using microarray analysis. siVIM-270 is a functional nonmodified siRNA for human vimentin knockdown (see Figures 3 and 4), while chiVIM-270 is cognate modified siRNA with 8-bp GS-DNA substitution. As a total, 16 783 transcripts were examined by microarray profiling (Figure 6C and D and Supplementary Figure S10).
Homology between the seed region of siRNA and the 3′UTR but not coding sequence of mRNA has been shown to be important for seed-dependent off-target effect (10) and, as described above, the position 1–8 region of the guide strand, consisting of the 5′ very end (position 1) and the seed sequence (position 2–8), is replaceable with DNA without appreciable reduction of gene silencing. The 5′-end-proximal, 7-bp region of class-I siRNA is A/U-rich. Thus, 16 783 transcripts were classified into four groups based on homology between 3′UTR and the guide-strand seed region (Figure 6A). About 5% transcripts (n = 695) possessed homology to the entire position 1–8 region of the guide strand of siVIM-270 (group-1). About 7% transcripts (n = 1195) were completely complementary to the region 1–7 but not position 8 (group-2). Approximately 6% transcripts (n = 1039) had homology to region 2–8 but not position 1 (group-3). All other transcripts (n = 13 965), that is, those with no homology site belong to group-4. Note that a small fraction of transcripts (0.7%; n = 111) with two or more than two homologous regions are doubly counted. In Figure 6C–F, changes in abundance of these four group transcripts monitored with microarrays are shown using four colors.
In the case of siVIM-270 treatment, repression from UTRs of group-3 transcripts with complete seed match was significantly more than those from UTRs of group-1, -2 and -4 (P < 10–3, P < 10–25 and P < 10–154, respectively, Wilcoxon's rank-sum test) (Figure 6E). Similarly, in the case of chiVIM-270 treatment, repression from UTRs of group-3 was significantly more than that those from UTRs of group-1, -2 and -4 (P < 10–5, P < 10–3 and P < 10–54 respectively) (Figure 6F). These results are consistent with previous finding (31) of the importance of the seed homology for microRNA-type targeting specificity.
Results in Figure 6E and F also show that authentic siRNA-dependent repression from UTRs of transcripts with complete seed homology was significantly more than that due to modified siRNA with 8-bp GS-DNA substitution (in the case of group-1 and -3 transcripts, respectively, P < 10–5, and P < 10–24).
The expression of about 20% (n = 184) of group 3 transcripts was reduced to <71% [fold change (log2) ≤ –0.5] subsequent to siVIM-270 treatment (Figure 6C and E), while only 5% (n = 54) of group-3 transcripts were associated with a more than 29% reduction in expression subsequent to chiVIM-270 treatment (Figure 6D and F). The 3′UTRs of group-1 and -3 transcripts are completely homologous to the seed region (positions 2–8) (see Figure 6A). Figure 6C and D shows that the number of group-1/3 transcripts of which the expression levels reduced to more than 50% (fold change of log2 ≤ –1.0) was 47 and 5, respectively, by siVIM-270 and chiVIM-270 treatment. These 47 and 3 transcripts are transcriptional products of 28 and three genes, respectively. As shown in Supplementary Figure S12, 3′UTRs of these gene transcripts did not possess any high homology to the position 9–19 region of the guide strand. In addition, as has been reported previously (31), increased effectiveness of dual sites was evident not only in the case of siVIM-270 treatment but also in the case of chiVIM-270 treatment (Figures 6B, 7A–D and Supplementary Figure S11). The reduction of endogenous signals of vimentin RNA was 79 and 71% by the treatment of siVIM-270 and chiVIM-270, respectively (see the arrows in Figures 6C and D, 7A and B), indicating that chiVIM-270 was slightly less potent compared with siVIM-270. Taken together, these findings may support the notion that gene silencing due to modified siRNA with 8-bp GS-DNA substitution is associated with off-target effect much less frequently, if any, than the nonmodified-siRNA-based RNAi.
To confirm reliability of microarray data, we performed the quantitative RT–PCR analysis for vimentin mRNA and 14 transcripts (genes) selected from a region enclosed with a rectangle in Figure 7A and B and enlarged in Figure 7E and F. As shown in Figure 7G, transcription levels estimated by quantitative RT–PCR analysis were essentially identical to those obtained by the microarray analysis within a limit of error. The correlation coefficient was estimated at 0.96. Based on these observations, we conclude that gene silencing by modified siRNA with 8-bp GS-DNA substitution is associated with off-target effect much less frequently than that due to nonmodified -siRNA-based RNAi.
DISCUSSION
The present study clearly demonstrated that the GS-end proximal region of siRNA, which includes the seed sequence of the guide strand can be replaced with a DNA counterpart without substantial loss of gene-silencing activity, although most part of the remaining should be RNA. Our results (see Figures 5 and S7) also indicated that gene silencing due to transfection of modified siRNA with 8-bp GS-DNA substitution not only requires the activities of RLC-proteins, TRBP2 and PACT and a RISC-protein, Ago2, but is also associated with target mRNA cleavage. Thus, the molecular mechanism of gene silencing due to transfection of modified siRNA with 8-bp GS-DNA substitution appears very similar, if not identical, to that of nonmodified-siRNA-based RNAi (2,4). In RNAi, siRNA unwinding occurs from the GS end by an unknown unwinding enzyme (20,52–55). Thus, our finding of effective gene silencing induced by DNA-modified siRNAs in mammalian cells may indicate that this enzyme is not specific to dsRNA. Both dsRNA and dsDNA should serve as substrates for the enzyme.
Structural analysis (see Figure 5D) indicated that, as in the case of siRNA-dependent mRNA cleavage, target mRNA is cleaved by modified siRNA with 8-bp GS-DNA substitution mainly at position 10–11, as measured from the 5′ end of the guide strand, which apparently functions as a ruler zero-point in RNAi (43). Although one turn of dsDNA (10.5 bp) is shorter than that of RNA duplex (11–12 bp) by 0.5–1.5 bp (56), no difference in cleavage site could be detected between nonmodified and DNA-modified siRNA-dependent cleavage reactions (Figure 5D). This supports the notion that the helix pitch in the seed region is determined not by polynucleotides but by Ago protein surface properties (7). Results in Figure 4 and Supplementary Figure S8 show that the seed activity of the DNA arm is considerably less than that of the RNA counterpart. Our results indicated that DNA-modified-siRNA-dependent gene silencing is associated with not only little seed-dependent off-target effects but also virtually no passenger-strand-dependent off-target effects, provided that DNA-modified siRNAs possess an 8-bp long DNA guide strand and cognate siRNAs belong to class-I. In contrast, class-I siRNAs possessing a higher Tm of the seed sequence occasionally induced seed-dependent off-target effect (our unpublished data; see also Supplementary Figures S8 and S9).
Since it is possible to design class-I siRNAs for almost all human or mouse genes (20,25), the above finding may indicate that almost all mammalian genes are effectively knocked down with a considerably reduced off-target effect if we use functional modified siRNAs with 8-bp GS-DNA-substitution in place of authentic nonmodified siRNAs. Indeed, a genome-wide analysis using microarray profiling supported the feasibility of this notion experimentally (Figures 6 and 7, and Supplementary Figures S10 and S11).
Our experiments (Figure 5 and Supplementary Figure S7) indicated that DNA-modified-siRNA-dependent gene silencing also requires TRBP2 and PACT as well as Ago2. TRBP2 and PACT are capable of binding to dsRNA but not dsDNA (Figure 5A; 38,40). Ago2 has been shown to interact with ribonucleotide residues of the siRNA guide strand (4–9). Thus, it is quite feasible that, as in the case of nonmodified siRNA, the RNA part of DNA-modified siRNA provides sites for various RLC- and/or RISC–RNA-binding proteins. Figure 5C showed that DNA-modified-siRNA-dependent gene silencing is much more sensitive to unrelated siRNA treatment than nonmodified-siRNA-based RNAi, suggesting that a part of interactions between modified siRNA with 8-bp GS-DNA substitution and RLC/RISC proteins is weaker than those between nonmodified siRNA and RLC/RISC proteins. According to a recent model of RISC (7), the guide arm interacts with Mid-PIWI-L1 regions of Ago2. In addition, our data (see Supplementary Figure S4) suggested that, as with nonmodified siRNA (33), the 5′DNA end of the guide strand of the DNA-modified siRNA is phosphorylated within cells. Thus, the DNA seed arm may possess a weaker affinity to the Mid-PIWI-L1 lobe of Ago2 than the RNA counterpart. In the mRNA cleavage reaction, DNA-modified siRNA is as effective as cognate nonmodified siRNA as far as the oligonucleotide concentration of 50 nM is used. Therefore, RNA in the 3′terminal two-thirds of the guide strand might compensate weak DNA-dependent seed activity with its strong affinity to target mRNA in the case of mRNA cleavage reaction.
As shown previously (20), in highly functional siRNA, the 7-bp long region from the 5′ end of the guide strand is AU rich and the nucleotide pair at position 1 or the 5′ very end of the guide strand is A/U. The position 1 nt may not be involved in the initial mRNA recognition (20). In accordance with the recent reports (31,32), our microarray analysis indicated that the presence of complete homology between 3′UTR and the seed region (position 2–8) of the guide strand is important for recognition of the target sequence by siRNA (see Figure 6E). This may be coincident with the result obtained from crystal structure analysis of archaeal Piwi–RNA complexes (5). Structural analysis indicated that the phosphorylated 5′ end of the guide strand is anchored in a highly conserved deep basic pocket positioned on the surface of the Mid domain of Ago protein, and that the first base pair of the duplex is unwound, separating the 5′ nt of the guide strand from the complementary target mRNA (5). Recently, Jackson et al. (57) also have shown that position-specific, sequence-independent chemical modifications within the seed region reduced silencing of most off-target transcripts complementary to the seed region of the siRNA guide strand. Especially, they showed that the 2′-O-methyl ribosyl modification of nucleotide at the position 2 but not 1 from the 5′GS end decreased sharp position-dependent off-target silencing effect (57). Thus, it is feasible that most of the 5′ terminal nucleotides in the guide strand are essential for establishing conformation of the RLC– and/or RISC–RNA complex and/or executing RNAi. The first 7–8-bp region from the 5′end of the guide strand might have dual functions. That is, nucleotides in the region of position 1–7 might be closely linked to unwinding of siRNA or possible activation of RISC complex and those in the region of position 2–8 appeared involved in target mRNA recognition.
In conclusion, we found that replacement of the seed arm of class-I siRNAs with cognate DNA sequences led to almost complete loss of off-target effects without losing substantial gene-silencing activity in mammalian cells.
ACKNOWLEDGEMENTS
We thank A. Tanaka and N. Fukunishi for technical assistance. This work was supported in part by Special Coordination Fund for promoting Science and Technology to K.S., and grants from the Ministry of Education, Culture, Sports, Science and Technology of Japan to K.U-T. and K.S. Funding to pay the Open Access publication charges for this article was provided by the University of Tokyo Foundation.
Conflict of interest statement. None declared.
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