Elena Moreno-Giménez1, Sara Selma1, Camilo Calvache1, Diego Orzáez1. 1. Instituto de Biología Molecular y Celular de Plantas (IBMCP), Consejo Superior de Investigaciones Científicas, Universidad Politécnica de Valencia, Camino de Vera s/n, Valencia 46022, Spain.
Abstract
Programmable transcriptional factors based on the CRISPR architecture are becoming commonly used in plants for endogenous gene regulation. In plants, a potent CRISPR tool for gene induction is the so-called dCasEV2.1 activation system, which has shown remarkable genome-wide specificity combined with a strong activation capacity. To explore the ability of dCasEV2.1 to act as a transactivator for orthogonal synthetic promoters, a collection of DNA parts was created (GB_SynP) for combinatorial synthetic promoter building. The collection includes (i) minimal promoter parts with the TATA box and 5'UTR regions, (ii) proximal parts containing single or multiple copies of the target sequence for the gRNA, thus functioning as regulatory cis boxes, and (iii) sequence-randomized distal parts that ensure the adequate length of the resulting promoter. A total of 35 promoters were assembled using the GB_SynP collection, showing in all cases minimal background and predictable activation levels depending on the proximal parts used. GB_SynP was also employed in a combinatorial expression analysis of an autoluminescence pathway in Nicotiana benthamiana, showing the value of this tool in extracting important biological information such as the determination of the limiting steps in an enzymatic pathway.
Programmable transcriptional factors based on the CRISPR architecture are becoming commonly used in plants for endogenous gene regulation. In plants, a potent CRISPR tool for gene induction is the so-called dCasEV2.1 activation system, which has shown remarkable genome-wide specificity combined with a strong activation capacity. To explore the ability of dCasEV2.1 to act as a transactivator for orthogonal synthetic promoters, a collection of DNA parts was created (GB_SynP) for combinatorial synthetic promoter building. The collection includes (i) minimal promoter parts with the TATA box and 5'UTR regions, (ii) proximal parts containing single or multiple copies of the target sequence for the gRNA, thus functioning as regulatory cis boxes, and (iii) sequence-randomized distal parts that ensure the adequate length of the resulting promoter. A total of 35 promoters were assembled using the GB_SynP collection, showing in all cases minimal background and predictable activation levels depending on the proximal parts used. GB_SynP was also employed in a combinatorial expression analysis of an autoluminescence pathway in Nicotiana benthamiana, showing the value of this tool in extracting important biological information such as the determination of the limiting steps in an enzymatic pathway.
Plant synthetic biology is evolving fast,
as high-throughput omics
tools provide us with high-quality and precise knowledge about gene
expression networks, providing clues for successful engineering interventions.
However, there is a shortage of tools capable of controlling the expression
of genes in the same precise way as occurs in nature. Many studies
still rely on conventional genetic manipulation strategies such as
gene knockout or overexpression driven by constitutive promoters like
the Cauliflower mosaic virus (CaMV) 35S promoter, which could easily cause pleiotropic or even detrimental
effects in the transformed organism due to interferences with essential
processes during their development. To reach its full potential, plant
genetic engineering is thus in need of tools for orthogonal and fine-tuned
expression of genes. Synthetic promoters are strong allies, not only
as tools for gene regulation, but also for designing tailor-made metabolic
pathways by controlling multiple genes simultaneously.Plant
synthetic promoters typically comprise a minimal promoter
and a 5′ regulatory region where cis-regulatory elements are
inserted. Regulatory DNA elements are often recruited from the binding
sites of natural transcription factors (TFs). The dual architecture
of many TFs allows the generation of synthetic TFs that combine their
DNA-binding domains with the transcriptional regulatory domains of
a different TF and vice versa, creating multiple functional combinations.
Moreover, the availability of modular and interchangeable DNA parts
greatly expands the possibilities of promoter design. In this regard,
modular cloning methods such as MoClo,[1,2] GoldenBraid,[3] Mobius Assembly,[4] or
Loop[5] facilitate combinatorial rearrangement
of promoter elements. GoldenBraid (GB) was conceived as an easy and
modular assembly platform based on type IIS restriction enzymes, which
makes use of the Phytobricks common syntax[6,7] to
facilitate the exchangeability of parts. The GB system also proposed
a standard measurement using Luciferase/Renilla transient assay to
estimate relative expression levels of promoter elements.[8]A limitation of this classical approach
lies in the hardwired DNA
binding specificities of natural TFs, which impose cis-regulatory
elements in a fixed DNA sequence, thus precluding free design, reducing
combinatorial power, and comprising full orthogonality. These limitations
could be overcome by employing programmable transcriptional factors
based on CRISPR/Cas9 architecture. The so-called CRISPR activation
(CRISPRa) tools, based on the nuclease-deactivated Cas9 protein (dCas9),
are becoming commonly used in plants for endogenous gene regulation.[9−12] The main advantage of CRISPRa tools lays in its programmable DNA
binding activity, which is encoded in its custom-designed 20-nucleotide
guide RNA (gRNA). Another remarkable feature of these tools is their
multiplexing capacity, which enables several gRNAs to be directed
to the same target gene to ensure higher activation levels, or to
target different genes simultaneously to obtain a cascade of activation.[11−13] CRISPRa tools reported in plants include different protein-fusion
strategies, such as SunTag[14] and dCas9-TV,[15] and strategies that make use of modified gRNA
scaffolds to anchor additional activator domains.[16,17] In this last category falls the recently created dCasEV2.1, which
makes use of a modified gRNA scaffold (called gRNA2.1) that includes
two aptamer loops at the end of its sequence to allow the attachment
of the viral MS2 protein. The use of this gRNA2.1 thus allows the
combination of two activation domains in dCasEV2.1 system, first the
EDLL plant motif fused to the dCas9 protein, and second the VPR (VP64,
p65, and Rta) complex fused to MS2 protein. This system showed a strong
activation level for endogenous genes that even surpassed those of
their natural activation factors.[18] Interestingly,
the transcriptional activation achieved with dCasEV2.1 in Nicotiana benthamiana results in remarkable
genome-wide specificity. When the promoter region of the endogenous
dihydroflavonol-4-reductase (NbDFR) gene was targeted
for activation in N. benthamiana leaves, transcriptomic
analysis showed that only the two NbDFR homologous
genes were significantly activated, with negligible changes in the
rest of the transcriptome. Similar genome-wide specificity was shown
for another dCas9-based activation system,[19] pointing toward dCasEV2.1 as the ideal system for creating orthogonal
synthetic promoters.In this work, we decided to explore the
ability of dCasEV2.1 to
transactivate plant genes as a strategy to build a comprehensive collection
of orthogonal synthetic promoters. To this end, we chose the 2Kb DNA
5′ regulatory region of tomato SlDFR gene
promoter (pSlDFR) as a “model” promoter,
given its remarkable inducibility using dCasEV2.1.[18] The strongest activation of pSlDFR occurred
when targeted at a 20-nucleotides sequence at position −150
from its transcriptional start site (TSS). Taking the pSlDFR structure as a prototype, and randomizing most of its sequence,
we created a set of synthetic DNA parts comprising distal, proximal,
and minimal promoter parts (Figure , which, once assembled, produce full orthogonal promoter
regions regulated by dCasEV2.1. The promoters in this so-called GB_SynP
collection showed negligible basal expression in the presence of unrelated
gRNAs, and a wide range of tunable transcriptional activities. Furthermore,
the GB_SynP approach provides a general strategy to generate a virtually
endless number of new promoters using interchangeable parts. Such
a tool can be used for designing large synthetic regulatory cascades
where a number of downstream genes (e.g., a whole metabolic pathway)
are controlled at custom expression levels by a single programmable
TF, avoiding repetitive promoter usage. To demonstrate this, we employed
GB_SynP promoters in a combinatorial expression analysis of an autoluminescence
pathway in N. benthamiana leaves,[20] extracting valuable information on the limiting
steps of the pathway.
Figure 1
Design and expression
range of dCasEV2.1-responsive GB_SynP promoter
parts collection. (A) Schematic representation of GoldenBraid (GB)
general syntax (A1 to C1 parts), and the specific syntax applied to
the GB_SynP collection for A1 distal parts, A2 proximal parts, and
A3(−B2) minimal promoter elements. Overhang sequences flanking
each part are indicated between brackets. (B) Normalized (FLuc/RLuc)
expression levels of Nicotiana benthamiana leaves
transiently expressing a luciferase reporter gene (FLuc) under SlDFR promoter, coinfiltrated with dCasEV2.1 and different
gRNAs targeting different positions at the SlDFR promoter.
Luciferase under NOS promoter (pNOS) was included as a reference control. (C) Schematic representation
of the SlDFR promoter (pSlDFR) used
as a reference for the GB_SynP collection, and the promoter parts
designed as A1 distal part (R1), A2 proximal part series containing
one (G1a.1–6), two (G1ab.1–5), or three (G1abc.1–5)
copies of the target sequence for the gRNA1, and as A3 minimal promoter
part (mDFR). Positions of the gRNA target sequences in A2 parts are
named with lower case letters, starting from “a site”
to “c site” in this A2 part series. Parts in gray indicate
the random DNA regions of A1 (light gray) and A2 parts (dark gray).
(D) Normalized (FLuc/RLuc) expression levels of N. benthamiana leaves transiently expressing FLuc under the regulation of GB_SynP
promoters containing R1 and mDFR parts assembled together with the
different G1a.N, G1ab.N, and G1abc.N A2 parts. Luciferase under NOS, CaMV 35S, and SlDFR promoters (pNOS, p35S, and pSlDFR, respectively) were included as reference controls.
Letters denote statistical significance between (activated) promoters
in a one-way ANOVA (Tukey’s multiple comparisons test, p ≤ 0.05) performed on the log-transformed data.
Error bars represent the average values ± SD (n = 3). Figure includes images created with Biorender (biorender.com). * For convenience,
the gRNA2 target was included in the “b site” position
in A2 parts G1a.1 to G1a.6; the full name of such parts are G1aG2b.1
to G1aG2b.6.
Design and expression
range of dCasEV2.1-responsive GB_SynP promoter
parts collection. (A) Schematic representation of GoldenBraid (GB)
general syntax (A1 to C1 parts), and the specific syntax applied to
the GB_SynP collection for A1 distal parts, A2 proximal parts, and
A3(−B2) minimal promoter elements. Overhang sequences flanking
each part are indicated between brackets. (B) Normalized (FLuc/RLuc)
expression levels of Nicotiana benthamiana leaves
transiently expressing a luciferase reporter gene (FLuc) under SlDFR promoter, coinfiltrated with dCasEV2.1 and different
gRNAs targeting different positions at the SlDFR promoter.
Luciferase under NOS promoter (pNOS) was included as a reference control. (C) Schematic representation
of the SlDFR promoter (pSlDFR) used
as a reference for the GB_SynP collection, and the promoter parts
designed as A1 distal part (R1), A2 proximal part series containing
one (G1a.1–6), two (G1ab.1–5), or three (G1abc.1–5)
copies of the target sequence for the gRNA1, and as A3 minimal promoter
part (mDFR). Positions of the gRNA target sequences in A2 parts are
named with lower case letters, starting from “a site”
to “c site” in this A2 part series. Parts in gray indicate
the random DNA regions of A1 (light gray) and A2 parts (dark gray).
(D) Normalized (FLuc/RLuc) expression levels of N. benthamiana leaves transiently expressing FLuc under the regulation of GB_SynP
promoters containing R1 and mDFR parts assembled together with the
different G1a.N, G1ab.N, and G1abc.N A2 parts. Luciferase under NOS, CaMV 35S, and SlDFR promoters (pNOS, p35S, and pSlDFR, respectively) were included as reference controls.
Letters denote statistical significance between (activated) promoters
in a one-way ANOVA (Tukey’s multiple comparisons test, p ≤ 0.05) performed on the log-transformed data.
Error bars represent the average values ± SD (n = 3). Figure includes images created with Biorender (biorender.com). * For convenience,
the gRNA2 target was included in the “b site” position
in A2 parts G1a.1 to G1a.6; the full name of such parts are G1aG2b.1
to G1aG2b.6.
Results
Design of dCasEV2.1-Responsive Synthetic Promoters Using the
pSlDFR Prototype
Previously, we showed in transient transactivation
studies N. benthamiana that dCasEV2.1 led to
a strong transcriptional activation of a Firefly luciferase reporter
gene (FLuc) driven by the 2Kb 5′ regulatory region of the SlDFR promoter (herewith referred to as pSlDFR).[18] The responsiveness of pSlDFR was also confirmed in stably transformed reporter plant lines carrying
the pSlDFR:Luc construct, which outperformed other reporter lines
employing other promoters. Here, by performing a nonsaturated scan
of possible target sites in different regions of the pSlDFR fragment, we located a 20-nucleotides target box located at position
−150 relative to the TSS, named gRNA1, yielding maximum transcriptional
activation in transient analysis (Figure B). Owing to its proven responsiveness to
dCasEV2.1, and especially the low basal expression levels observed
in repeated experiments, we decided to use the pSlDFR structure as the basis for the design of a new set of dCasEV2.1-regulated
synthetic promoters (Figure C). A “minimal promoter” element was designed
by selecting the region comprising the 5′UTR and the TATA box
from the SlDFR gene (named mDFR) as previously reported
by Garcia-Perez et al.[21] This element was
assigned a standard A3(−B2) position, according to the Phytobricks
syntax, thus being flanked by TCCC and AATG overhangs (Figure A). Next to it, several “proximal
promoter” parts, assigned to the A2 syntax category, were created.
A2 proximal promoters consisted of single or multiple copies of the
target sequence for gRNA1 functioning as cis-regulatory boxes, flanked
by randomly generated DNA sequences (A2 parts sequences are collected
and aligned in Figure S1A). The gRNA1 target
in the synthetic parts was maintained at position −150 relative
to the TSS, mimicking the structure of the native pSlDFR. We hereby defined a series of gRNA target positions or sites, named
with lower case letters to differentiate them from the capital letters
used in Phytobricks syntax. This target position of −150 from
TSS was therefore named the “a site” as being the first
explored for this promoter collection. To expand the availability
of unique A2 parts and avoid repetitions in promoter choice, six different
A2 parts were initially designed (named G1a.1 to G1a.6). These A2
parts contain a single gRNA1 target site at this “a site”
(position −150) and each one has a different random background
sequence. For convenience, the target sequence of a different gRNA
(named gRNA2) was also included in all G1a.N parts at position −210
from the TSS (referred to as the “b site”). Later, the
collection was further expanded with a second series of five new A2
parts (G1ab.1 to G1ab.5 parts), where a repetition of the gRNA1 box
was inserted at the “b site” (position −210).
Finally, a third group of five A2 sequences (G1abc.1 to G1abc.5) was
created containing the target sequence three times, with the third
copy located at position −100 (referred as the “c site”)
from the TSS (G1abc.1 to G1abc.5). To finalize the promoter design,
an A1 “distal promoter” part (named R1) consisting of
1240 nucleotides of random DNA sequence was designed to mimic the
length of the native pSlDFR. All randomly designed
A1 and A2 sequences were analyzed with the TSSP software (http://www.softberry.com/berry) to ensure the absence of spurious cis-regulatory elements.Promoter parts were next assembled to generate a total of 16 synthetic
promoters, which were subsequently combined with the FLuc coding sequence
and the CaMV 35S terminator. All the resulting transcriptional
units were further combined with Renilla luciferase (RLuc) under CaMV 35S promoter for normalization (as required for the standard
Luciferase/Renilla transient assay) and the P19 silencing
suppressor and subsequently assayed in transient transactivation experiments
in N. benthamiana leaves. All promoters showed
negligible basal expression levels when cotransformed with a dCasEV2.1
loaded with a gRNA (named gRNA3), a target sequence which is not present
in the sequences of the promoters. On the contrary, cotransformation
with gRNA1 led to substantial transcriptional activation in all promoters
assayed, yielding a range of activation levels that increased with
the number of copies for the gRNA target present in the A2 element
(Figure C). Promoters
that included the target sequence for gRNA1 once (G1a.N series) showed
luciferase levels similar to those obtained with a NOS promoter used for normalization and set at a value of 1.0 relative
promoter units (RPUs).[8,13] Promoters with the target sequence
present three times (G1abc.N series) reached activation levels of
around 50 RPUs on average. The G1ab.N promoter series showed intermediate
transcription levels, similar to those obtained with CaMV 35S promoter, when activated with dCasEV2.1.
Expanding the Combinatorial GB_SynP Collection with Additional
Configurations of the Synthetic Cis-Regulatory Region
The
proposed modular GB_SynP structure allows, in principle, a limitless
extension of the gRNA1-responsive promoter collection by the addition
of new distal (using A1 syntax) and minimal promoter (with A3–B2
syntax) parts. To test this, two new A1 distal elements (R2 and R3)
with random DNA sequences different to R1 were designed. These new
parts were assayed in combination with A2 proximal promoters described
above having one (G1a.1), two (G1ab.1), or three (G1abc.1) repetitions
of the target sequence for gRNA1 (Figure A). As observed in Figure B, random distal promoter sequences had no
significant influence on the transcriptional levels obtained with
GB_SynP promoters. For all promoters assayed, the only relevant factor
strongly determining the luciferase activity was the number of cis
gRNA1 elements present in the proximal promoter region, proving the
orthogonality of distal promoter parts in the GB_SynP design.
Figure 2
Addition and
testing of new A1 distal sequences and A3 minimal
promoter parts for the GB_SynP collection. (A) Schematic representation
of the GB_SynP promoter series assembled to test the A1 distal parts
R1, R2, and R3. A1 parts were combined with A3 mDFR and three different
A2 proximal parts containing one (G1a.1), two (G1ab.1), or three (G1abc.1)
copies of the gRNA1 target sequence (blue dots). (B) Normalized (FLuc/RLuc)
expression levels of Nicotiana benthamiana leaves
transiently expressing a luciferase reporter gene (FLuc) under the
regulation of GB_SynP promoters combining the different A1 distal
parts (R1, R2, or R3) with R1 part and different A2 parts including
different repetitions of the gRNA1 target. (C) Normalized (FLuc/RLuc)
expression levels of Nicotiana benthamiana leaves
transiently expressing FLuc under the regulation of different GB_SynP
promoters assembled with R1 and G1abc.1 parts in combination with
different A3 minimal promoter elements. Luciferase under NOS, CaMV 35S, and SlDFR promoters
(pNOS, p35S, and pSlDFR, respectively)
were included as reference controls. Letters denote statistical significance
between (activated) promoters in a one-way ANOVA (Tukey’s multiple
comparisons test, p ≤ 0.05) performed on the
log-transformed data. Error bars represent the average values ±
SD (n = 3). Figure includes images created with Biorender
(biorender.com).
Addition and
testing of new A1 distal sequences and A3 minimal
promoter parts for the GB_SynP collection. (A) Schematic representation
of the GB_SynP promoter series assembled to test the A1 distal parts
R1, R2, and R3. A1 parts were combined with A3 mDFR and three different
A2 proximal parts containing one (G1a.1), two (G1ab.1), or three (G1abc.1)
copies of the gRNA1 target sequence (blue dots). (B) Normalized (FLuc/RLuc)
expression levels of Nicotiana benthamiana leaves
transiently expressing a luciferase reporter gene (FLuc) under the
regulation of GB_SynP promoters combining the different A1 distal
parts (R1, R2, or R3) with R1 part and different A2 parts including
different repetitions of the gRNA1 target. (C) Normalized (FLuc/RLuc)
expression levels of Nicotiana benthamiana leaves
transiently expressing FLuc under the regulation of different GB_SynP
promoters assembled with R1 and G1abc.1 parts in combination with
different A3 minimal promoter elements. Luciferase under NOS, CaMV 35S, and SlDFR promoters
(pNOS, p35S, and pSlDFR, respectively)
were included as reference controls. Letters denote statistical significance
between (activated) promoters in a one-way ANOVA (Tukey’s multiple
comparisons test, p ≤ 0.05) performed on the
log-transformed data. Error bars represent the average values ±
SD (n = 3). Figure includes images created with Biorender
(biorender.com).Next, new A3 minimal promoter parts were also added
to the collection
and functionally assayed. Minimal promoter elements were designed
based on the sequences of different strongly regulated and/or tissue-specific
genes from Solanum lycopersicum, Nicotiana
tabacum, andArabidopsis thaliana. In addition, two minimal promoters based on fungal sequences were
also created. Table S1 summarizes the genomic
regions selected as A3 parts. All minimal promoters were assembled
upstream with R1 and G1abc.1 (3xgRNA1-target) parts, downstream with
the Luc/Ren reporter, and tested functionally. As shown in Figure C, minimal promoters
had a stronger influence than A1 distal parts in determining the final
transcriptional activity. We observed significant differences (up
to 4-fold on average) among the plant promoters assayed. Maximum activation
levels corresponded to the mPCPS2 A3 element. Fungal mGPDA showed
almost no activity in N. benthamiana; however,
fungal mPAF A3 part promoted high transcriptional levels, similar
to other promoter regions obtained from plants.Despite the
expression differences found employing different minimal
promoters in the GB_SynP design, the A2 proximal region carrying the
dCasEV2.1 cis protospacer elements concentrates most of the regulatory
activity. Therefore, it was interesting to investigate modifications
in its structure that could accommodate additional regulatory features.
Accordingly, we first analyzed the influence of the relative position
of the cis gRNA1 target to the TSS. New A2 proximal parts were thus
designed, which included the target for gRNA1 at positions −120
(named “d site”), −150 (“a site”),
−210 (“b site”), and −320 (named “e
site”) upstream of the TSS (named G1d.1, G1a.7, G1b.1, and
G1e.1, respectively, see Figure A). As observed in Figure B, the transcriptional levels peaked when
the gRNA1 target was at positions −120 and −150 from
TSS, without statistical differences between these two positions,
while the expression decreased when the target was positioned further
away from the TSS. For G1e.1 part, which contained the target at “e
site” (−320 from TSS), the activated expression levels
were ten times lower than the NOS promoter used as
reference, reaching values of 0.04 RPUs.
Figure 3
Variation of the cis-regulatory
boxes within the A2 proximal parts
of the GB_SynP collection. (A) Schematic design of the GB_SynP promoter
series containing the target sequence for gRNA1 at position −120
(“d site”), −150 (“a site”), −210
(“b site”), or −320 (“e site”)
from the Transcriptional Start Site (TSS). (B) Normalized (FLuc/RLuc)
expression levels of Nicotiana benthamiana leaves
transiently expressing a luciferase reporter gene (FLuc) under the
regulation of GB_SynP promoters containing R1 and mDFR parts, in combination
with A2 parts including the gRNA1 target sequence in different positions
(G1d.1, G1a.7, G1b.1, and G1e.1). Luciferase under NOS promoter (pNOS) was included as reference. (C)
Schematic design of the GB_SynP promoters including the A2 parts G3aG2b.1
and G3aG2b.1. These two A2 parts contain the same sequence except
for the gRNA target at position −150 from the TSS (“a
site”), which in G1aG2b.7 corresponds to gRNA1 target sequence
and in G3aG2b.1 corresponds to gRNA3 target sequence. Arrows in the
native pSlDFR promoter indicate the position of the nucleotide next
to the PAM site for the target sequence of gRNA1 (localized in the
reverse strand) and gRNA2 (localized in the forward strand). (D) Normalized
(FLuc/RLuc) expression levels of N. benthamiana leaves transiently expressing FLuc under the regulation of GB_SynP
promoters assembled with R1 and mDFR parts, in combination with the
A2 part G1aG2b.7 or G3aG2b.1. Luciferase under NOS and CaMV 35S promoters (pNOS and
p35S, respectively) were included as references.
Letters denote statistical significance between signals in a one-way
ANOVA (Tukey’s multiple comparisons test, p ≤ 0.05) performed on the log-transformed data. Error bars
represent the average values ± SD (n = 3). Figure
includes images created with Biorender (biorender.com). * For convenience,
the gRNA2 target was included in “b site” position in
A2 parts G1d.1 and G1a.7; the full name of such parts will be G1dG2b.1
and G1aG2b.7, respectively.
Variation of the cis-regulatory
boxes within the A2 proximal parts
of the GB_SynP collection. (A) Schematic design of the GB_SynP promoter
series containing the target sequence for gRNA1 at position −120
(“d site”), −150 (“a site”), −210
(“b site”), or −320 (“e site”)
from the Transcriptional Start Site (TSS). (B) Normalized (FLuc/RLuc)
expression levels of Nicotiana benthamiana leaves
transiently expressing a luciferase reporter gene (FLuc) under the
regulation of GB_SynP promoters containing R1 and mDFR parts, in combination
with A2 parts including the gRNA1 target sequence in different positions
(G1d.1, G1a.7, G1b.1, and G1e.1). Luciferase under NOS promoter (pNOS) was included as reference. (C)
Schematic design of the GB_SynP promoters including the A2 parts G3aG2b.1
and G3aG2b.1. These two A2 parts contain the same sequence except
for the gRNA target at position −150 from the TSS (“a
site”), which in G1aG2b.7 corresponds to gRNA1 target sequence
and in G3aG2b.1 corresponds to gRNA3 target sequence. Arrows in the
native pSlDFR promoter indicate the position of the nucleotide next
to the PAM site for the target sequence of gRNA1 (localized in the
reverse strand) and gRNA2 (localized in the forward strand). (D) Normalized
(FLuc/RLuc) expression levels of N. benthamiana leaves transiently expressing FLuc under the regulation of GB_SynP
promoters assembled with R1 and mDFR parts, in combination with the
A2 part G1aG2b.7 or G3aG2b.1. Luciferase under NOS and CaMV 35S promoters (pNOS and
p35S, respectively) were included as references.
Letters denote statistical significance between signals in a one-way
ANOVA (Tukey’s multiple comparisons test, p ≤ 0.05) performed on the log-transformed data. Error bars
represent the average values ± SD (n = 3). Figure
includes images created with Biorender (biorender.com). * For convenience,
the gRNA2 target was included in “b site” position in
A2 parts G1d.1 and G1a.7; the full name of such parts will be G1dG2b.1
and G1aG2b.7, respectively.Next to the position of the target sequence, we
analyzed the inclusion
of new cis-regulatory elements other than gRNA1. For this, we chose
the target sequence of gRNA3 as a new cis element, which is natively
present at position −161 in the NOS promoter.
This was previously shown to produce high activation of the NOS promoter when targeted with dCasEV2.1.[18] We then designed a new proximal element with the exact
same sequence as G1a.7 but replacing the gRNA1 target with the gRNA3
target (see Figure C; A2 parts sequences are collected and aligned in Figure S1B). In both G3a.1 and G1a.7 parts, the target sequence
for the gRNA2 at the “b site” (position −210
bp) was also present (thus renamed as G1aG2b.7 and G3aG2b.1, respectively).
This target sequence is found at position 376 upstream of the TSS
in the SlDFR promoter and showed low activation in
the native promoter,[18] which could be due
to its distance from the TSS. The new A2 parts were then combined
with R1 and mDFR parts (Figure C), and the resulting full promoters were assayed using single
guide or double guide combinations (gRNA1+gRNA2 for G1aG2b.7 promoter,
and gRNA3+gRNA2 for G3aG2b.1 promoter). Figure D shows that gRNA2 alone triggered a lower
response when compared with gRNA1 in G1aG2b.7 or gRNA3 in G3aG2b.1,
but still reaching transcriptional values close to a standard NOS promoter. gRNA3 and gRNA1 showed similar activation
levels when used alone to activate each (4.04 RPUs for gRNA1 in G1aG2b.7
and 2.68 RPUs gRNA3 in G3aG2b.1), while double activation using gRNA2+gRNA1
for G1aG2b.7 and gRNA2+gRNA3 for G3aG2b.1 resulted in higher activation
levels (10.63 and 10.05 RPUs, respectively) when compared to using
each gRNA individually.
Combining Additional Activation Domains with dCas9 to Activate
Synthetic Promoters
The dCasEV2.1 system is considered to
be a second-generation CRISPRa tool[12] as
it combines the use of two proteins, dCas9 and MS2, to which two activation
domains are fused (EDLL and VPR, respectively). This modular architecture
can be exploited as an additional source of variability in the system,
incorporating different activation domains (e.g., nonviral domains)
to the dCas9 and MS2 modules, thus expanding the range of trans-activators
for GB_SynP promoters. In addition, other dCas9-based transactivation
strategies, such as the SunTag system, can be also incorporated. In
the SunTag approach, activation domains are fused to a single-chain
variable fragment (ScFv) antibody, which in turn binds to a SunTag
multiepitope peptide fused to dCas9 protein. To explore these additional
expansions of the system, we assayed the two activation domains, ERF2
and EDLL, in four different combinations with dCas9 and MS2 modules,
as well as the dCas9:SunTag system with EDLL, ERF2, or VPR fused to
the ScFv antibody. All these dCas9-based TFs were coinfiltrated with
the reporter R1:G1abc.1:mDFR:FLuc and transiently assayed (Figure ). Significant activation
levels were obtained compared to the background levels in all cases
except for those in which ERF2 acted as the main activation domain.
The higher activation levels were obtained with the combination dCas:EDLL-MS2:ERF2
and dCas:SunTag-ScFv:VPR, which showed activations of 40-fold and
10-fold, respectively, reaching activation levels of 0.75 and 0.14
relative promoter units (RPUs). In all new combinations, the expression
levels were similar to or lower than the standard pNOS signal. The original dCas:EDLL-MS2:VPR (dCasEV2.1) was the only
combination that reached expression levels comparable to the CaMV 35S promoter, thus confirming the unique characteristics
of this activation tool in plants.
Figure 4
Transactivation of GB_SynP promoters with
different CRISPRa strategies.
Normalized (FLuc/RLuc) expression levels of Nicotiana benthamiana leaves transiently expressing a luciferase reporter gene (FLuc)
under the regulation of a GB_SynP promoter containing the A1 part
R1, A2 part G1abc.1, and A3 part mDFR (R1:G1abc.1:mDFR), coinfiltrated
with dCas9-SunTag or dCas9-MS2 systems harboring different activation
domains. Luciferase under NOS and CaMV 35S promoters (pNOS and p35S, respectively)
were included as references. Asterisks denote statistical significance
between activated and basal expression levels, following APA’s
standards (Student’s t test, ns = p < 0.05, *p ≤ 0.05, **p ≤ 0.01, and ***p ≤ 0.001).
Error bars represent the average values ± SD (n = 3). Figure includes images created with Biorender (biorender.com).
Transactivation of GB_SynP promoters with
different CRISPRa strategies.
Normalized (FLuc/RLuc) expression levels of Nicotiana benthamiana leaves transiently expressing a luciferase reporter gene (FLuc)
under the regulation of a GB_SynP promoter containing the A1 part
R1, A2 part G1abc.1, and A3 part mDFR (R1:G1abc.1:mDFR), coinfiltrated
with dCas9-SunTag or dCas9-MS2 systems harboring different activation
domains. Luciferase under NOS and CaMV 35S promoters (pNOS and p35S, respectively)
were included as references. Asterisks denote statistical significance
between activated and basal expression levels, following APA’s
standards (Student’s t test, ns = p < 0.05, *p ≤ 0.05, **p ≤ 0.01, and ***p ≤ 0.001).
Error bars represent the average values ± SD (n = 3). Figure includes images created with Biorender (biorender.com).
Fine-Tuning the Expression of an Autoluminescence Pathway
The fungal autoluminescence pathway LUZ, described previously by
Kotlobay et al.,[22] was recently adapted
to plants.[20,23] The LUZ pathway has as a major
advantage that uses the plant’s endogenous caffeic acid as
a substrate to produce luciferin, thus avoiding the need for exogenous
addition of luciferin substrate. Moreover, the self-sustainable luminescence
emission implies that nondestructive assays can be performed, allowing
for instance the visualization of time-course kinetics. The pathway
comprises four genes, named HispS (hispidin synthase), H3H (hispidin-3 hydroxylase), Luz (luciferase),
and CPH (caffeylpyruvate hydrolase). HispS encodes for the larger enzyme of the pathway, which catalyzes three
consecutive reactions to convert caffeic acid into hispidin, which
is then turned into luciferin by a reaction catalyzed by H3H enzyme. Finally, luciferin is used by LUZ enzyme
as a substrate to create a high energy intermediate that emits light
upon its degradation to caffeylpyruvic acid. The fourth enzyme of
the pathway, CPH, is included to recycle this degradation
product back to caffeic acid, thus closing the cycle (Figure A).
Figure 5
Transient expression
of the autoluminescence LUZ pathway under
the regulation of GB_SynP promoters in Nicotiana benthamiana leaves. (A) Schematic representation of the LUZ pathway described
by Kotlobay et al.[22] The pathway consists
of three genes (HispS, H3H, and Luz) that convert caffeic acid into caffeylpyruvic acid
with the emission of light, and a fourth gene (CPH) that turns caffeylpyruvic acid back to caffeic acid. (B) Schematic
view of the genetic constructs assembled for expressing the LUZ pathway
under the regulation of GB_SynP promoters. Luz, H3H, and HispS genes were assembled in
combination with synthetic promoters having one (1×, corresponds
to promoter R3:G1a.1:mDFR), two (2×, corresponds to promoter
R2:G1ab.1:m2S3), or three (3×, corresponds to promoter R1:G1abc.1:mPCPS2)
targets for gRNA1. The fourth gene of the pathway, CPH, was constitutively expressed in all combinations under
a CaMV 35S promoter (p35S). The
constructs included a constitutively expressed enhanced GFP protein
(p35S:eGFP) for normalization of the luminescence values, and the
P19 silencing suppressor (p35S:P19). (C) Time-course expression of
the 27 constructs expressing the LUZ pathway transiently in N. benthamiana leaves under the regulation of 1×,
2×, or 3× GB_SynP promoters, coinfiltrated with dCasEV2.1
system and gRNA1. A constitutive control was included with all four
genes of the LUZ pathway expressed under p35S. A
negative control was also included by infiltration of P19 silencing
suppressor (p35S:P19). Luminescence (Lum) values were normalized using
fluorescence values produced by the constitutively expressed eGFP
(p35S:eGFP) included in all the constructs as an internal control.
Red boxes indicate combinations highlighted in the text where HispS is under regulation of 1× (gRNA-target) promoter,
while yellow boxes indicate combinations where it is expressed under
2× (gRNA-target) promoter. The arrow highlights the three combinations
where HispS and Luz are under regulation
of 2× (gRNA-target) promoter, being H3H the
only gene regulated by a different promoter in each of those three
combinations. Error bars represent the average values ± SD (n = 12). Figure includes images created with Biorender (biorender.com).
Transient expression
of the autoluminescence LUZ pathway under
the regulation of GB_SynP promoters in Nicotiana benthamiana leaves. (A) Schematic representation of the LUZ pathway described
by Kotlobay et al.[22] The pathway consists
of three genes (HispS, H3H, and Luz) that convert caffeic acid into caffeylpyruvic acid
with the emission of light, and a fourth gene (CPH) that turns caffeylpyruvic acid back to caffeic acid. (B) Schematic
view of the genetic constructs assembled for expressing the LUZ pathway
under the regulation of GB_SynP promoters. Luz, H3H, and HispS genes were assembled in
combination with synthetic promoters having one (1×, corresponds
to promoter R3:G1a.1:mDFR), two (2×, corresponds to promoter
R2:G1ab.1:m2S3), or three (3×, corresponds to promoter R1:G1abc.1:mPCPS2)
targets for gRNA1. The fourth gene of the pathway, CPH, was constitutively expressed in all combinations under
a CaMV 35S promoter (p35S). The
constructs included a constitutively expressed enhanced GFP protein
(p35S:eGFP) for normalization of the luminescence values, and the
P19 silencing suppressor (p35S:P19). (C) Time-course expression of
the 27 constructs expressing the LUZ pathway transiently in N. benthamiana leaves under the regulation of 1×,
2×, or 3× GB_SynP promoters, coinfiltrated with dCasEV2.1
system and gRNA1. A constitutive control was included with all four
genes of the LUZ pathway expressed under p35S. A
negative control was also included by infiltration of P19 silencing
suppressor (p35S:P19). Luminescence (Lum) values were normalized using
fluorescence values produced by the constitutively expressed eGFP
(p35S:eGFP) included in all the constructs as an internal control.
Red boxes indicate combinations highlighted in the text where HispS is under regulation of 1× (gRNA-target) promoter,
while yellow boxes indicate combinations where it is expressed under
2× (gRNA-target) promoter. The arrow highlights the three combinations
where HispS and Luz are under regulation
of 2× (gRNA-target) promoter, being H3H the
only gene regulated by a different promoter in each of those three
combinations. Error bars represent the average values ± SD (n = 12). Figure includes images created with Biorender (biorender.com).Adapting the LUZ pathway as a reporter for gene
expression analysis
in plants requires identifying which genes in the pathway act as limiting
steps, so that changes in their transcriptional levels are directly
translated into changes in light intensity. Therefore, to understand
the limiting steps governing the expression of this pathway in N. benthamiana, we took advantage of the combinatorial
power and the wide expression range of the GB_SynP tool and created
a series of assemblies to differentially regulate the expression of
the Luz, H3H, and HispS genes. We used three different GB_SynP promoters having either one
(R3:G1a.1:mDFR, 1× gRNA-target), two (R2:G1ab.1:m2S3, 2×
gRNA-target), or three targets (R1:G1abc.1:mPCPS2, 3× gRNA-target)
for the gRNA1 (Figure B, see Figure S2 for the strength of each
promoter). The CPH recycling enzyme was kept under
the constitutive CaMV 35S promoter in all genetic
constructs to reduce the complexity of the analysis. An enhanced GFP
protein (eGFP) under the CaMV 35S promoter was also
included in each construct to serve as an internal reference for normalization.
The normalized luminescence values of the resulting 27 pathway combinations
coinfiltrated with dCasEV2.1 and gRNA1 are depicted in Figure C. The figure shows a time-course
from day 1 to day 7 for each synthetic pathway, taking advantage of
nondestructive autoluminescence measurements. As expected, the highest
luminescence values, comparable to those obtained when all three enzymes
are controlled by the constitutive CaMV 35S promoter,
were reached when all three genes in the pathway were regulated by
3× gRNA-target promoters, while the lowest transcriptional levels
were found when the three genes were under 1× gRNA-target promoter.
Almost no luminescence was observed for any of the 27 combinations
when coinfiltrated with dCasEV2.1 and an irrelevant gRNA (gRNA3, see Figure S3).The analysis of the remaining
pathway combinations served as guidance
to understand the regulation of the synthetic pathway. In all combinations
where HispS was driven by 1× gRNA-target promoters,
the resulting normalized luminescence values remained at basal levels
regardless of the synthetic promoters used to regulate the remaining
genes (see red boxes in Figure C), thus indicating that HispS expression
acts as a limiting factor. Raising HispS levels to
those provided by dCasEV2.1-activated 2× gRNA-target promoters
was sufficient to prove the effects of the regulation of the remaining
genes (see yellow boxes in Figure C). Particularly informative for reporting applications
are those combinations where 2× gRNA-target promoters regulate
both Luz and HispS (see arrow in Figure C). Using this conformation,
the modifications in the promoter strength driving H3H are readily reflected in luminescence levels following a positive
linear trend with no signs of saturation. Considering that activated
2× gRNA-type promoters show expression levels in the range of
a NOS promoter, this indicates that a reporter system
with an appropriate dynamic range could consist in a pathway where Luz and HispS are regulated by constitutive NOS promoter and H3H is set under a variable-strength
promoters for, e.g., transactivation studies.
Discussion
The synthetic promoters whose expression
is regulated via CRISPRa
systems are promising orthogonal tools for Synthetic Biology. CRISPRa-based
synthetic promoters have been previously reported in bacteria,[24] yeast,[25] and human
cells,[25,26] and now GB_SynP is one of the first collections
reported in plants, together with the work recently published by Kar
et al.[27] In contrast to the commonly used
activation systems based on transcription activator-like effectors
(TALEs) or the zinc finger proteins, which require re-engineering
of the DNA-binding motifs for each target sequence,[28,29] GB_SynP allows the creation of promoters with completely different
cis-boxes by simply creating new A2-type cis-regulatory parts, and
its corresponding gRNA transcriptional unit, both elements being only
a few hundred base pairs long. Here, we also demonstrated that two
completely different gRNAs (gRNA1 and gRNA3) can reach similar activation
levels when positioned in the same position within the GB_SynP synthetic
promoter, implying that potentially any 20-nucleotide sequence can
be used as a cis-regulatory box. The specificity of the transcriptional
activation signaling GB_SynP promoters was also demonstrated, since
coexpression of dCasEV2.1 with an unrelated gRNA led to negligible
basal expression in all assays. These results position the GB_SynP
collection as a promising tool for the regulation of complex multigene
circuits with different gRNAs present in the cis-regulatory boxes
of each promoter, thus creating logic gates that could be useful to
further explore different metabolic fluxes within biosynthetic pathways.
Moreover, other studies reported the successful expression of gRNAs
under pol-II promoters, which in turn could be regulated by different
inducers,[21,27] thus allowing customizable control of each
gRNA with different stimuli to further direct the multigene circuits
in different ways.While we reported here the assembly and behavior
of 35 synthetic
promoters, the GB_SynP collection includes to date 32 promoter parts,
compiled in Table S2, that can be used
to assemble more than 500 different promoters without the need for
creating any new sequence, standing out as one of the CRISPRa-based
synthetic expression tools currently available for plants with the
highest diversity and combinatorial strength. Moreover, plant synthetic
promoters created so far mostly rely on the well-characterized CaMV 35S minimal promoter,[27,30] which might lead to
higher basal expression in comparison with other minimal promoters
like mDFR.[21] To overcome this limitation,
GB_SynP includes newly designed minimal promoter parts, for which
negligible basal expression was shown in all cases, as well as a range
of activation levels. The total length of the synthetic promoter should
also be considered, as short sequences could easily be interfered
with by other nearby promoters once they are introduced into the plant
genome, especially considering the preference for T-DNA to be inserted
into transcriptionally active regions.[31,32] In this regard,
different A1 random parts were also included in the GB_SynP collection
to allow easy modulation of the length of the resulting promoter,
while adding an extra source of sequence variation.Although
dCasEV2.1 remains as the most optimal system to regulate
GB_SynP synthetic promoters, here we demonstrated that their activation
can also be triggered by combining dCas9 and MS2 proteins with other
activation domains, or by using other CRISPRa strategies, such as
those based on dCas9:SunTag fusion. Among the combinations tested,
the VPR activation domain showed the highest activation levels for
both systems, which correlates with what was previously observed by
Chavez et al.[9] where VPR reached the highest
fluorescence values out of the 22 different activation domains tested,
including the commonly used VP64. VPR is in fact a combination of
the activation domains VP64, P65, and Rta, of which VP64 is in turn
comprised of four tetrameric repetitions of the herpes simplex virus
VP16 protein. Depending on the intended application of GB_SynP promoters,
concerns may arise from the use of viral proteins for the regulation
of GB_SynP promoters. In this regard, as an alternative, we propose
the combination of dCas9 and MS2 proteins with the EDLL and ERF2 activation
domains, respectively, which triggered a considerable activation that
led to a signal comparable to a NOS promoter level. Nevertheless,
better-performing CRISPRa tools are continuously being developed,[12] which could also be used in combination with
different activation domains to increase the expression levels of
GB_SynP promoters developed here.The combinatorial power and
the wide range of expression levels
provided by the GB_SynP collection were further exploited in the optimization
of a multigene bioluminescence pathway. The new synthetic promoters
were shown to regulate the expression of three genes in the pathway
in a predictable and reliable way, with the lowest pathway output
levels (luminescence) obtained when all three genes were under the
regulation of the weakest promoter, and the highest expression was
reached when the three genes were driven by the strongest promoters.
In this case, we showed that the GB_SynP system was also useful to
further characterize the regulatory requirements of the synthetic
pathway. We found that, unlike the rest of the genes, low HispS expression
limits the flux in the pathway, rendering the regulation of the remaining
steps useless. Such behavior is in line with previous observations
described by Mitiouchkina et al.,[23] where
they reported that the addition of caffeic acid to N. benthamiana leaves expressing the autoluminescence pathway resulted in the development
of lower and slower luminescence than the addition of hispidin or
luciferin.Lucks et al.[33] defined
five fundamental
characteristics for efficient and predictable genetic engineering,
which are independence, orthogonality, reliability, tunability, and
composability. Our GB_SynP system described here is a modular and
composable system that has shown to be highly gRNA-specific and whose
orthogonality is ensured by the negligible basal expression of the
synthetic promoters generated when used in combination with the genome-wide
specific dCasEV2.1 system.[18] We further
demonstrated that the GB_SynP system works in a reliable way for expressing
the bioluminescence pathway and includes a range of expression levels
that can be further modulated by the use of inducible pol-II driven
gRNAs. All in all, the GB_SynP system constitutes a promising tool
for the easy design and optimization of multigenic circuits in the
field of plant genetic engineering.
Materials and Methods
Construction and Assembly of DNA Parts
All plasmids
used in this work were assembled using GoldenBraid (GB) cloning.[34] The DNA sequences of the constructs generated
in this work are available at https://gbcloning.upv.es/search/features by entering the IDs provided in Table S3. Random DNA sequences were generated at https://www.bioinformatics.org/sms2/random_dna.html,[35] and each promoter part designed was
ordered as gBlocks (IDT) and assembled following the GoldenBraid (GB)
domestication strategy. Briefly, DNA parts were first cloned into
the pUPD2 entry vector and verified by digestion and sequencing. Transcriptional
units were then generated via restriction-ligation reactions with
the different DNA parts contained in pUPD2 vectors, and combined with
binary assemblies into multigenic constructs via restriction-ligation
with T4 ligase and BsaI or BsmBI. All constructs were cloned intoEscherichia coliTOP 10 strain using Mix&Go kit
(Zymo Research) as indicated by the manufacturer. All assemblies were
confirmed by digestion.
Plant Inoculation and Transient Expression Assays
Transient
expression assays were performed by agroinfiltration of 4–5-week-old N. benthamiana plants grown at 24 °C/20 °C
(light/darkness) with a 16 h:8 h photoperiod. Expression vectors were
transferred to Agrobacterium tumefaciens GV3101 by electroporation. Cultures were grown overnight in liquid
LB medium supplemented with rifampicin and the corresponding antibiotic
for plasmid selection. Cells were then pelleted and resuspended in
agroinfiltration buffer (10 mM MES at pH 5.6, 10 mM
MgCl2, and 200 μM acetosyringone), incubated
for 2 h in the dark, and adjusted to an OD600 of 0.1. For
coinfiltration, cultures were mixed at equal volumes, maintaining
a final OD of 0.1. The silencing suppressor P19 was included in all
tested constructs. Agroinfiltration was carried out using a 1 mL
needleless syringe through the abaxial surface of the three youngest
fully expanded leaves of each plant.
In Vitro Luciferase/Renilla Assay
Agroinfiltrated samples
were collected 5 days postinfiltration using a Ø 8 mm
corkborer to extract a disc per each agroinfiltrated leaf, and snap
frozen in liquid nitrogen. Expression of Firefly luciferase (FLuc)
and Renilla luciferase (RLuc) were determined with the Dual-Glo Luciferase
Assay System (Promega) following the manufacturer’s instructions
with some modifications. Frozen leaf samples were first homogenized
and extracted with 180 μL Passive Lysis Buffer, followed by
a centrifugation (14 000g) at 4 °C for
10 min. Ten μL of working plant extract (supernatant) was then
transferred to a 96 well plate, where 40 μL LARII buffer was
added to measure the Fluc signal in a GloMax 96 Microplate Luminometer
(Promega) with a 2-s delay and a 10-s measurement. RLuc signal was
measured afterward by adding 40 μL Stop&Glow reagent and
measuring in the same way.FLuc/RLuc ratios were determined
as the mean value of three independent agroinfiltrated leaves of the
same plant and were normalized to the FLuc/RLuc ratio obtained from
a sample agroinfiltrated with a reference construct (GB1398) where
Luciferase is driven by NOS promoter (pNOS) and Renilla is under CaMV 35S promoter (p35S). Reference FLuc/RLuc ratios are arbitrarily set as
1.0 relative promoter units (RPUs). Differences between the FLuc/RLuc
ratios were analyzed with one-way ANOVA followed by the post hoc multiple
comparisons Tukey’s test (p ≤ 0.05)
using GraphPad Prism 8.0.1 software. As residuals of FLuc/RLuc ratios
did not follow a normal distribution according to Anderson–Darling,
D’Agostino–Pearson omnibus, Shapiro–Wilk, and
Kolmogorov–Smirnov tests, a logarithmic transformation of the
data (Y = log(Y)) was performed
previously to the statistical analysis to properly fit the ANOVA assumptions.
In Vivo Luciferase/eGFP Assay
Agroinfiltrated leaf
discs were collected 24 h postinfiltration using a Ø 6 mm
corkborer to extract a disc per each agroinfiltrated leaf, and placed
directly in white 96 well plates containing 200 μL/well of solid
MS medium (4.9 g/L MS + vitamins, 8 g/L agar pH = 5.7). Plates were
measured once per day for 8 days in a GloMax 96 Microplate Luminometer
(Promega), first for luminescence and immediately after for fluorescence.
For luminescence, a 2-s delay and 10-s measurement parameters were
used as previously described for in vitro Luciferase/Renilla assays.
For eGFP measurement, an optical kit was used with an excitation peak
at 490 nm and emission at 510–570 nm.
Authors: Nicola J Patron; Diego Orzaez; Sylvestre Marillonnet; Heribert Warzecha; Colette Matthewman; Mark Youles; Oleg Raitskin; Aymeric Leveau; Gemma Farré; Christian Rogers; Alison Smith; Julian Hibberd; Alex A R Webb; James Locke; Sebastian Schornack; Jim Ajioka; David C Baulcombe; Cyril Zipfel; Sophien Kamoun; Jonathan D G Jones; Hannah Kuhn; Silke Robatzek; H Peter Van Esse; Dale Sanders; Giles Oldroyd; Cathie Martin; Rob Field; Sarah O'Connor; Samantha Fox; Brande Wulff; Ben Miller; Andy Breakspear; Guru Radhakrishnan; Pierre-Marc Delaux; Dominique Loqué; Antonio Granell; Alain Tissier; Patrick Shih; Thomas P Brutnell; W Paul Quick; Heiko Rischer; Paul D Fraser; Asaph Aharoni; Christine Raines; Paul F South; Jean-Michel Ané; Björn R Hamberger; Jane Langdale; Jens Stougaard; Harro Bouwmeester; Michael Udvardi; James A H Murray; Vardis Ntoukakis; Patrick Schäfer; Katherine Denby; Keith J Edwards; Anne Osbourn; Jim Haseloff Journal: New Phytol Date: 2015-07-14 Impact factor: 10.151