Overview
In our project, we built two biological systems to comprehensively control Rhizoctonia solani in rice sheath blight.
Among them, the engineered Trichoderma system is used for the prevention of Rhizoctonia solani, and the RNAi system
is used for the biological killing of Rhizoctonia solani. In order to make them better perform the expected functions,
we followed the DBTL principle, tested the functions of RNAi and Trichoderma's ace carrier ever (TACE) during the project
cycle, and improved and iterated according to the test results, so that they finally achieved our expected results.
Figure 1 Engineering cycle
RNAi Silence System
RNA V1: siRNA
DESIGN
Because of the high specificity, safety and sustainability of RNAi, we chose this technology to achieve the
treatment of rice sheath blight. After screening, we selected the key gene, PG, which plays a role in the process
of rice infection by R.solani as our target gene. For the selection of sRNA molecules that can trigger RNAi process,
because siRNA is more widely used and the application system is more mature, we initially decided to use siRNA to
achieve our silencing of target genes of R.solani. On the basis of previous studies proving that R.solani can
independently absorb sRNA molecules, we hope that through spraying, siRNA molecules from the outside world can
enter R.solani and start the RNAi process in its body, so as to achieve the silencing effect of target gene PG,
and then inhibit the infection of R.solani on rice.
BUILD
After determining the target gene, we searched the cDNA database of Rhizoctonia solani AG1-IA according to the
sequences provided by the literature, and found the homologous cDNA sequences of AG1-IA strain. Next, the sequences
found by this method were analyzed, queried or predicted on the National Center for Biotechnology Information (NCBI)
website whether there were multiple spliced versions of mRNA, and if there were, the homologous region was taken as
the target region of RNAi interference target. Through BLAST, we checked the biosafety of the target sequence. After
confirming that its good specificity, and then by professional siRNA Design websites to analyze these gene fragments.
Based on the principle of shRNA design, we selected the fragments with high potential siRNA activity from a series of
sequences(Table1). Then we sent the sequence to the biological company and obtained our siRNA molecule by chemical
synthesis.
Table 1. siRNA information targeting the PG gene of R.solani
TEST
The rice leaves infected with R.solani were sprayed with siRNA, and the expression level of target genes of
R.solani on the leaves was detected for 5 consecutive days after spraying. From the results of continuous
qRT-PCR, it can be seen that the target gene was silenced after siRNA treatment for 3 days, with a silencing
rate of 85.6%, and began to rise rapidly after the third day(Figure 2). (More details can be viewed
in Proof of Concept.)
Figure 2 Silencing level of siRNA to target gene
LEARN
Seen from the silencing effect, siRNA can not effectively silence target genes for a long time, which means that
we need to spray siRNA several times in practical applications to achieve our desired effect. However, chemical
synthesis of siRNA in vitro is expensive, so it is not practical to achieve large scales of continuous spraying. In
addition, the exposed ends of siRNA make it easy to be degraded by RNase in the air. Therefore, we have to consider
selecting other sRNA molecules and developing new sRNA production methods.
RNA V2: shRNA
DESIGN
We further screened out more target genes. Silencing these target genes can achieve the purpose of inhibiting
infectivitity and killing pathogens. Considering that shRNA is more stable than siRNA, we decided to use shRNA
to realize the RNAi process in Rhizoctonia solani, and designed different target sequences according to the
selected target genes. Because a large amount of shRNAs are required during spraying, they need to be produced by
a low-cost and high-yield method. So we thought that we could use fermentation engineering technology to obtain
a large amount of shRNA molecules. We selected the most common strain, E.coli, for fermentation production, and
used nuclease deficient E.coli HT115. The designed target sequence is constructed through the order of sense fragment loop-antisense fragment,
and connected to the plasmid pET-28a (+) to obtain our shRNA expression vector.
During the wet experiment, we also decided to build an ODE model of RNAi to predict the effect of shRNA molecules.
BUILD
In order to verify our successful transformation, we used specific primers to amplify the plasmid extracted
from E. coli by PCR, and proved that our shRNA expression vector successfully entered E. coli HT115 by
agarose gel electrophoresis. Then, after IPTG induction, we extracted the RNA of Escherichia coli, and
confirmed the successful production of shRNA in Escherichia coli according to the band size(Figure 3).
Figure 3 Electrophoresis of RNA extracted from HT115 (DE3)
In order to ensure that our shRNA can enter the cell of Rhizoctonia solani smoothly, we also observed its
spraying under the laser confocal microscope (Figure 4).
Figure 4 Adding GFP-shRNA of Cy5 labeled bundled CNT to R.solani on leaves
TEST
At the same time, the shRNA produced was sprayed on the leaves infected by R.solani, and the inhibition
effect of shRNA on target genes of Rhizoctonia solani was detected by qRT-PCR. The result shows that the
target gene was silenced after spraying shRNA for 3 days, with a silencing rate of 89.7%, and began to rise
rapidly after the third day(Figure 5).The data showed that shRNA had a better inhibition effect than siRNA,
and had a longer effect.(More details can be viewed in Proof of Concept).
Figure 5 Silencing level of shRNA to target gene
We substituted the data in E.coli into the ODA model of RNAi, and obtained the theoretically silent effect
and action duration of shRNA(Figure 6).The effect of model simulation is highly similar to the experimental results.
Figure 6 RNAi ODE model results
More details about the RNAi ODE model, please click model.
LEARN
Our actual application scenario is in the field, and it is difficult to ensure the stability and sustainability
of shRNA molecules under complex environmental conditions. In the face of this problem, we have to find a more
effective way to deliver our shRNA.
RNA V3: CNT-shRNA
DESIGN
Nanomaterials can contribute to the stability of sRNA molecules, and their applications have been widely verified
in delivering RNAi drugs in medicine. However, few people have completed this work in the field of crop protection.
We hope that by binding with nanomaterials, we can help our shRNA molecules to be more stable in the air and
complete steady release for a period of time, so that they can be applied to spraying in the field.
BUILD
We obtained our nanomaterial shRNA particles by co incubating the nanomaterial and shRNA in a fixed proportion
at room temperature for 30 minutes. For the binding of LDH, we verified its successful packaging by agarose
gel electrophoresis (Figure 7). In addition, we also sprayed carbon nanotube(CNT) separately to ensure that they are
not toxic to our rice leaves and R.solani (Figure 8).
Figure 7 Research on binding conditions with LDH
Figure 8 Incidence of leaves after CNT treatment
Similarly, in order to ensure that our shRNA can still enter the cells of Rhizoctonia solani smoothly after
binding CNT, we also carried out verification (Figure 9).
Figure 9 Adding GFP shRNA of Cy5 labeled bundled CNT to R.solani
TEST
Spray shRNA bound with nanomaterials on the leaves infected by R.solani, and detect its inhibition effect on
target genes by qRT-PCR (Figure 10). From the results, CNT shRNA has a strong inhibitory effect on target genes.
On the fourth day, the inhibition rate reached the maximum of 98.13%, and the inhibition rate was slow, ensuring
that CNT shRNA can continue to play its role for a period of time (More details can be viewed in Proof of Concept).
Figure 10 Silencing level of CNT-shRNA to target gene
LEARN
From the above results, our nanomaterial-shRNA has a excellent inhibitory effect on target genes, and the silencing
effect lasts longer. Therefore, we can ensure that the nanomaterial-shRNA can be sprayed in the field as our RNAi
product to achieve a precise and continuous attack on pathogenic fungi. Our engineering cycle of RNAi Silence
System also ends after the verification of this step.
TACE (Trichoderma's acest carrier ever)
TACE1.0: Starch Graft Acrylate Polymer
DESIGN
In order to block the transmission of R.solani from aquatic interface and soil, we hope to design a carrier that can
accurately deliver engineered T.atroviride spores to the susceptible parts of rice, such as the rice stem at the
aquatic interface. The first material we noticed was starch Graft Acrylate Polymer, which has strong water
absorption and retention.
BUILD
We prepare the TACE1.0 according to the following steps. Firstly, prepare the spore suspension and TACE1.0,
which are 40 mesh or 80 mesh starch Graft Acrylate Polymer particles. Then add spore suspension according
to the liquid-said ratio of 45:1, and spray after its full imbibition.
TEST
To confirm whether it is the best choice for us to load T.atroviride spores, we tested the performance of TACE1.0
delivering spores at the aquatic interface. The experiments include the sustained release capability, adsorption
radius, floatability, encapsulation and loading rate.
For sustained release capability, the result shows that spores in TACE1.0 are almost completely
released in 100 minutes. We measured the distance from the point where TACE1.0 particles can be adsorbed to
the plant, and measured that the adsorption radius of TACE1.0 is 0.824±0.209cm.
Figure 11 TACE1.0 is adsorbed to the rice stem
Then we found that the floating capacity of TACE is unstable, and it is easy to settle in advance or disengage
from rice stem. We also calculated the encapsulation and loading rate of the spores after TACE's imbibition.
However, we found that even under the optimal liquid-said ratio, the encapsulation efficiency of TACE1.0 was
only 17%, and the loading rate was only 13%.
Figure 12 Carry capacity of TACE 1.0 to Trichoderma spores at different liquid-said ratio
In addition, we pay great attention to whether our products are environmental-friendly, so we test whether
TACE1.0 will be residues in the environment and come to the conclusion that TACE1.0 will not be completely
degraded after its dissemination in paddy fields . There remains 0.2% - 0.3% residues of refractory substances
in the environment.
Figure 13 Degradation of TACE 1.0
LEARN
The data obtained from the experimrnts shows that the duration of spore sustained release failed to meet our expectation
of long-term release at aquatic interface. In addition, the firmness of adsorption of TACE1.0 is not ideal and is
greatly affected by external forces. This means that once TACE1.0 is blown away, it is difficult to gather at the
rice stem again.As for its floatability, TACE1.0 is hard to stay afloat. Moreover, the encapsulation and loading
rate are still below our expectations.
Having learned from the shortcomings of TACE1.0 above, we successfully
iterated the TACE.
TACE (Trichoderma's acest carrier ever)
TACE2.0: Hypromellose(HPMC)
DESIGN
Inspired from pharmaceutics, we designed the second generation of TACE. TACE2.0 is a hydrophilic sustained-release
matrix preparation with Hypromellose (HPMC) as the main component and T.atroviride spore as the effective component.
We expect TACE2.0 to have more efficient carry capacity, better sustained release capability, more stable floating
and adhesion performance.
BUILD
After investigation and experiment, we came up with a recommended prescription of TACE2.0. Through a modern
pharmaceutical process, we mixed 15% Trichoderma spore powder, 15% glucose, 60% HPMC400, 10% HPMC15000 and
trace magnesium stearate and tablet , obtaining TACE2.0 of different particle sizes.
Figure 14 TACE2.0 of different particle size
TEST
After testing, we obtained the following performance data of TACE2.0:
(1)Constancy:
At the same time, we verify that the 3mm TACE2.0 could release for at least 8h and 6mm for 1~2 days, forming
a continuous local high spore concentration environment at the aquatic interface.
In order to simulate the
release process of spores in TACE2.0, we used first-order kinetic equation to fit the release profile of TACE
(More details can be viewed in model). The release curve should have
three typical release phases that TACE2.0 doesn't have. From the anomaly modeling results, we have learned that
TACE2.0 is not smooth enough, leading to rapid gelation of surface and entering the intermediate rapid release phase.
Figure 15 Fitted by the first order kinetic equation
(2)Floatage: The dry TACE2.0 has a measured density of about 0.87 g/ml and can suspend on the water surface itself.
Figure 16 Adhesion of TACE2.0 to Rice Stem
(3)Adhesion: Due to the gelation of surface, TACE2.0 has good adhesion performance so that it is not easy to be peeled off.
(4)Encapsulation efficiency and loading rate: TACE2.0's theoretical encapsulation rate reaches 100%, and the loading rate
reaches 15%. That is, a single 3mm TACE2.0 tablet can carry approximately 3.27 million T.atroviride spores.
(5)Dissolution: The HPMC matrix is dissoluble and degradable, which means TACE2.0 does not leave any residue in paddy fields.
LEARN
Our TACE2.0 has marked improvements over TACE1.0 in terms of carry capacity, sustained release capability, stable
floating and adhesion performance and so on. What's more, we achieved delayed activation of the conditional triggered
switch by adding glucose. Through a series of verification, TACE2.0 has been proved to be a successful Trichoderma's
carrier.