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2024年3月26日发(作者:纯碱)
RNAi片段siRNA设计原则
RNAi 目标序列的选取原则应遵循以下几个方面的原则:
(1)从转录本(mRNA)的AUG起始密码开始,寻找“AA”二连序列,
并记下其3'端的19个碱基序列,作为潜在的siRNA靶位点。有研究
结果显示GC 含量在45%-55%左右的siRNA 要比那些GC 含量偏
高的更为有效。Tuschl 等建议在设计siRNA 时不要针对5'和3'端
的非编码区(untranslated regions,UTRs),原因是这些地方有丰
富的调控蛋白结合区域,而这些UTR结合蛋白或者翻译起始复合物
可能会影响siRNP 核酸内切酶复合物结合mRNA从而影响siRNA
的效果。
(2)将潜在的序列和相应的基因组数据库(人,或者小鼠,大鼠等等)
进行比较,排除那些和其他编码序列/EST 同源的序列。例如使用
BLAST
(3)选出合适的目标序列进行合成。通常一个基因需要设计多个靶序
列的siRNA,以找到最有效的siRNA序列。
(4)一个目标基因至少设计3-5个以上的siRNA,平行实验以期提高
成功率。据评估,随机设计的siRNA有25%的机会有效沉默基因表
达(减少75%-95%以上的mRNA),一半以上的几率能达到50%
的沉默效果。
(5) siRNA的反义链3’端最好以UU结尾,这被公认是最有效的siRNA
结构。现在以其他碱基结尾的siRNA也有报道能成功引发RNAi。
以下为一些文献中提出的原则补充,很不错。
General Guidelines
1.
2.
siRNA targeted sequence is usually 21 nt in length.
Avoid regions within 50-100 bp of the start codon and the
termination codon
3.
4.
5.
6.
7.
8.
Avoid intron regions
Avoid stretches of 4 or more bases such as AAAA, CCCC
Avoid regions with GC content <30% or > 60%.
Avoid repeats and low complex sequence
Avoid single nucleotide polymorphism (SNP) sites
Perform BLAST homology search to avoid off-target effects on
other genes or sequences
9. Always design negative controls by scrambling targeted siRNA
sequence. The control RNA should have the same length and
nucleotide composition as the siRNA but have at least 4-5 bases
mismatched to the siRNA. Make sure the scrambling will not create
new homology to other genes.
Tom Tuschl's rules
1. Select targeted region from a given cDNA sequence beginning
50-100 nt downstream of start condon
2. First search for 23-nt sequence motif AA(N
19
). If no suitable
sequence is found, then,
3. Search for 23-nt sequence motif NA(N
21
) and convert the 3' end
of the sense siRNA to TT
4.
5.
Or search for NAR(N
17
)YNN
Target sequence should have a GC content of around 50%
A = Adenine; T = Thymine; R = Adenine or Guanine (Purines); Y =
Thymine or Cytosine (Pyrimidines); N = Any.
Rational siRNA design
By experimentally analyzing the silencing efficiency of 180 siRNAs
targeting the mRNA of two genes and correlating it with various
sequence features of individual siRNAs, Reynolds et al at Dharmacon,
Inc identified eight characteristics associated with siRNA
functionality. These characteristics are used by rational siRNA
design algorithm to evaluate potential targeted sequences and assign
scores to them. Sequences with higher scores will have higher chance
of success in RNAi. The table below lists the 8 criteria and the
methods of score assignment.
Criteria Description Score
Yes
1 Moderate to low (30%-52%) GC
Content
2 At least 3 A/Us at positions 15-19 1 point /per A or
1 point
No
(sense)
3 Lack of internal repeats
(Tm*<20¡ãC)
4
5
6
7
8
A at position 19 (sense)
A at position 3 (sense)
U at position 10 (sense)
No G/C at position 19 (sense)
No G at position 13 (sense)
U
1 point
1 point
1 point
1 point
-1 point
-1 point
A sum score of 6 defines the cutoff for selecting siRNAs. All siRNAs
scoring higher than 6 are acceptable candidates.
*Tm = 79.8 + 18.5*log
10
([Na
+
]) + (58.4 * GC%/100) + (11.8 *
(GC%/100)
2
) - (820/Length)
For example, the Tm can be calculated as follows for the siRNA
UUCUCCAGCUUCUAAAAUA
Tm = 79.8 + 18.5*log
10
(0.05) + (58.4 * 31.6/100) + (11.8 * (31.6/100)
2
) -
(820/19)
Tm = 32.19
There are two siRNA design tools which implement this siRNA
design algorithm: one is offered by Dharmacon, Inc; the other is a
downloadable Excel template, written by Maurice Ho at
/RNAi/siRNA.
References
1. Elbashir SM et al. (2001) Duplexes of 21-nucleotide RNAs
mediate RNA interference in cultured mammalian cells. Nature.
411:494-498.
2. Elbahir SM et al. (2001). Functional anatomy of siRNAs for
mediating efficient RNAi in Drosophila melanogaster embryo lysate.
EMBO J. 20:6877-6888.
3. Elbashir SM et al. (2002). Analysis of gene function in somatic
mammalian cells using small interfering RNAs. Methods.
26:199-213.
4. Reynolds A, Leake D, Boese Q, Scaringe S, Marshall WS,
Khvorova A. Rational siRNA design for RNA interference. Nat
Biotechnol. 2004 Mar;22(3):326-30.
5.
6.
/biotools/
Maurice Ho, Rational siRNA Design
RNAi target selection rules:
1. Targeted regions on the cDNA sequence of a targeted gene
should be located 50-100 nt downstream of the start codon (ATG).
2. Search for sequence motif AA(N
19
)TT or NA(N
21
), or
NAR(N
17
)YNN, where N is any nucleotide, R is purine (A, G) and Y
is pyrimidine (C, U).
3. Avoid targeting introns, since RNAi only works in the
cytoplasm and not within the nucleus.
4.
5.
6.
Avoid sequences with > 50% G+C content.
Avoid stretches of 4 or more nucleotide repeats.
Avoid 5URT and 3UTR, although siRNAs targeting UTRs have
successfully induced gene inhibition.
7. Avoid sequences that share a certain degree of homology with
other related or unrelated genes.
How to obtain a cDNA sequence for target selection
Before finding a RNAi target on the gene of your interest, first you
have to get its mRNA sequence or sequence accession number as
some siRNA design tools can take accession number as input. It is
recommended to use the gene's RefSeq from NCBI, since the RefSeq
represents non-redundant, curated and validated sequences. RefSeq
mRNA sequences have unique accession numbers which start with
NM or XM, followed by 6 digits. For example, NM_123456 (curated
mRNA sequence) or XM_0123456 (model mRNA sequence predicted
by genome sequence analysis). There are several ways of querying
RefSeq.
1. Search LocusLink by gene name or symbol at
/LocusLink/. Once the locus of your
gene is found, scroll down to the "NCBI Reference Sequence
(RefSeq)" section and look for mRNA.
2. Search Entrez Gene at
/entrez/?db=gene, and select
the right gene of desired organism. Once the page for the gene is
shown, scroll down to the "NCBI Reference Sequence (RefSeq)"
and look for mRNA.
3. Search Nucleotide database using Entrez query tool
at /entrez/?db=Nucleotide
and use Entrez Limits settings to restrict your query to the RefSeq
database only
o
select "RefSeq" from the "Only from" menu, this
restricts the query to the RefSeq collection
o
select "mRNA" from the "Molecule" menu, this restricts
the query to mRNA RefSeq records
Homology search
The RNAi targeted region on the mRNA sequence of a gene should
not share significant homology with other genes or sequences in the
genome, therefore, homology search is essential to minimize
off-target effects. Although most siRNA design tools provide BLAST
option, some simply use NCBI BLAST tools which sometimes are
quite slow. Here are some BLAST tools for homology search.
NCBI Blast tool: Nucleotide-nucleotide BLAST (blastn) or
Search for short, nearly exact matches
Blat tool on UCSC Genome Website
/cgi-bin/hgBlat
Ensembl Blast /Multi/blastview
Examples of RNAi target selection
References
1. Elbashir SM, Harborth J, Lendeckel W, Yalcin A, Weber K,
Tuschl T. Duplexes of 21-nucleotide RNAs mediate RNA interference
in cultured mammalian cells. Nature. 2001 May 24;411(6836):494-8.
2. Elbashir SM, Lendeckel W, Tuschl T. RNA interference is
mediated by 21- and 22-nucleotide RNAs. Genes Dev. 2001 Jan
15;15(2):188-200.
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