Abstract
RNA interference (RNAi) is a genetic technique which has novel application for sustainable pest control. The Sterile Insect Technique (SIT) uses releases of mass-produced, sterile male insects to out-compete wild males for mates to reduce pest populations. RNAi sterilization of SIT males would have several advantages over radiation sterilization, but to achieve this appropriate target genes must first be identified and then targeted with interference technology. With this goal, eight spermatogenesis related candidate genes were cloned and tested for potential activity in Bactrocera dorsalis. The knockdown of candidate genes by oral delivery of dsRNAs did not influence the mating of male flies, but significantly affected the daily average number of eggs laid by females, and reduced egg hatching rate by 16–60%. RNAi negatively affected spermatozoa quantitatively and qualitatively. Following the mating of lola-/topi-/rac-/rho-/upd-/magu-silenced males, we recorded a significant decrease in number and length of spermatozoa in female spermatheca compared to gfp-silenced control group. In a greenhouse trial, the number of damaged oranges and B. dorsalis larvae were significantly reduced in a dsrho-treated group compared with the dsgfp group. This study provides strong evidence for the use RNAi in pest management, especially for the improvement of SIT against B. dorsalis and other species.
The RNA interference (RNAi) phenomenon is a conserved biological defense response which mediates resistance to both endogenous, parasitic, and exogenous pathogenic nucleic acids in a sequence-specific manner1. In eukaryotes, RNAi involves exposure to double-stranded RNA (dsRNA) molecules resulting in post-transcriptional degradation of homologous messenger RNA (mRNA) causing corresponding loss-of-function2. Gene silencing through the RNAi technique has been recognized as a powerful research tool in genomics, medicine and biotechnology3,4, as well as being a promising technology outside the laboratory for the applied biological sciences in fields such as agricultural pest management5,6. RNAi invoked gene silencing can be promoted by either direct feeding of dsRNA to an organism, or by engineering plants or bacteria to produce dsRNA3: both approaches are operationally feasible for basic research and practical application6,7,8,9,10. However, regardless of its eventual use, implementing sequence-specific RNAi approaches always requires the screening of target genes, which in insect pest management (as one example) includes detoxifying enzymes8 and chitin synthase genes11.
The sterile insect technique (SIT) is an environmentally friendly insect pest management technique which operates by disrupting reproduction. Males of the target species are mass-reared in factories, sterilized, and then released. The sterile males mate with wild females, making their eggs sterile in turn and causing the wild population to crash12. Many of world’s major agricultural and human health pests are amenable and targeted for SIT control, including mosquitoes, screwworms, tsetse flies and tephritid fruit flies13. To date, sterilization of factory-reared flies is almost always achieved through ionizing radiation which, while effective, is limiting because of the need for an appropriate radiation source and the unavoidable loss of competitive ability in treated male flies due to somatic damage14,15. These detrimental effects have prompted studies to find alternative sterilization strategies. Sequence-targeted RNAi is one promising approach to replace irradiation sterilization by pinpointing the genes responsible for spermatogenesis, and the circumvention of somatic damage.
Spermatogenesis encompasses seven distinct differentiation stages: these are the formation of hub cells, cyst stem cells, cyst cells, germline stem cells (GSCs), spermatogonia, spermatocytes and spermatids. These stages are regulated by dynamic gene expression changes at transcriptional, post-transcriptional and post-translational levels16. Several key signaling pathways which exert transcriptional regulatory function on spermatogenesis include Bone Morphogenetic Protein (BMP) signaling17, Janus Kinase-Signal Transducer and Activator of Transcription (JAK-STAT) signaling18, and Egf and Egfr signaling19. BMP and JAK-STAT pathways execute the roles of GSCs maintenance17, while the magu gene can modulate BMP signaling to control GSCs maintenance in the testis niche20, and the transcriptional regulator longitudinals lacking (lola) is required for stem cell maintenance21.
In addition to magu and lola mentioned above, unpaired (upd) gene is the ligand of the JAK-STAT signaling pathway19. Rac and rho are gene products downstream of the Egf pathway expressed in cyst stem cells and cyst cells stages16: belonging to the members of Rho GTPases they regulate various cellular functions, especially spermatogenesis22,23. Always early (Aly) and Matotopetli (Topi) belong to aly-class meiotic arrest genes and are involved in the processes of spermatid differentiation24,25,26,27. In addition, circadian clock genes not only govern insect daily rhythms that strongly influence an insect’s reproductive behavior, e.g., the period (per) which affects sperm release28,29, but these genes also affect the normal progress of spermatogenesis and oogenesis30. While all these genes offer targets of potential use for sterilization in SIT pest management, nearly all RNAi experiments have been carried out at the cellular level31,32,33 and our knowledge is limited on whether the approach could be efficiently applied for mass production of sterile males as required for SIT projects.
Our insect model of interest is the Oriental fruit fly, Bactrocera dorsalis (Hendel) (Diptera: Tephritidae), a devastating agricultural pest which attacks a broad range of fruits and vegetables34, in tropical and subtropical zones from Africa, across Asia (including China) and into the Pacific. Previous molecular studies on this pest have revealed that an oral application of dsRNA modifies their gene expression patterns35,36, identifying this fly as a suitable candidate for further research. As spermatogenesis candidate genes are potentially appropriate targets for RNAi male sterilization, the selection of these genes will be a key factor towards the eventual application of this approach37. Our objectives were therefore to identify suitable candidate genes, and then test whether an orally administered engineered-bacteria expressing spermatogenesis related dsRNAs can lead to male sterility and reduce pest impacts in a semi-natural environment. Our results identify appropriate target genes for RNAi sterilization of male B. dorsalis and a reduction of fruit damage following oral feeding. This illustrates the promise of RNAi technology as an alternative method to irradiation in SIT programs and its future value in the integrated pest management of B. dorsalis and other agricultural pests.
Results
Cloning of target genes
Based on our transcriptomic data, RT-PCR was used to amplify the partial sequence of the target genes (Table 1). The fragments of topi, per, aly, rac and magu encompassing complete coding sequence (CDS) of a 1092, 3135, 2001, 579 and 1602 bp open reading frame (ORF), encoded 363, 1044, 666, 192 and 533 amino acids respectively, which were highly conserved showing high percentages of identity to these genes in other Bactrocera species. Partial cDNA sequence of lola, rho and upd were isolated, encoding 485, 272 and 220 amino acids respectively, which shared a high homology in sequence alignment with Bactrocera oleae (Rossi).
Table 1. Eight spermatogenesis related genes cloned in Bactrocera dorsalis.
Gene symbol | Length (bp) | Accession | E value | Species |
---|---|---|---|---|
lola | 1,743 | XM_014237796.1 | 0 | Bactrocera oleae |
topi | 1,193 | XM_014243630.1 | 0 | Bactrocera oleae |
per | 3,509 | AF480839.1 | 0 | Bactrocera neohumeralis |
aly | 2,150 | XM_014246922.1 | 0 | Bactrocera oleae |
rac | 901 | XM_014242198.1 | 0 | Bactrocera oleae |
rho | 818 | XM_014236354.1 | 0 | Bactrocera oleae |
upd | 663 | XM_014232453.1 | 0 | Bactrocera oleae |
magu | 1,926 | XM_011192887.1 | 0 | Bactrocera cucurbitae |
Effects of RNAi on B. dorsalis reproduction
Different dsRNA treatments did not influence male mating ability, as there was no significant difference for the percentage of valid matings between dsRNA treated and negative control groups (F8,126 = 1.062, P = 0.394, Fig. 1A). The daily number of eggs laid by females did differ significantly after mating with dsRNA-treated males (F8,126 = 2.179, P = 0.033), but post hoc tests identified only the dsrac gene treatment group differed significantly from all other treatments (Fig. 1B). Egg hatching rate was significantly (F8,126 = 24.142, P < 0.001) reduced for all target genes from 16% (dsmagu) to 60% (dsrac) (Fig. 1C) compared with the dsgfp treated control group.
Effects of RNAi on target gene expressions
To evaluate the silencing effects of target dsRNA treatments, B. dorsalis target gene expressions were detected by qPCR. Results showed that the expression levels of lola (t = 5.130, P = 0.007), per (t = 4.480, P = 0.011), aly (t = 3.688, P = 0.021), rac (t = 3.782, P = 0.019), rho (t = 3.683, P = 0.021) and upd (t = 4.854, P = 0.038) from the male adults of corresponding feeding groups were significantly decreased compared to the control (dsgfp) group. Expression levels of magu (t = 2.276, P = 0.085) and topi (t = −1.642, P = 0.224) were not statistically different from the control (Fig. 2).
Effects of RNAi on sperm quantity and quality in spermatheca of females
RNAi targeting spermatogenesis related genes significantly influenced the spermatozoa stored in spermatheca of female flies both in quantity (sperm number: F8,107 = 11.111, P < 0.001) (Fig. 3A) and in quality (sperm length: F8,172 = 29.357, P < 0.001) (Fig. 3B). The number of spermatozoa in spermatheca were significantly reduced in all treatments compared with dsgfp treated group, with the reduction ranging from 30% (dsper) to 77% (dsrho) (Fig. 3A). dsper and dsaly treatments did not significantly reduce sperm length compared to the dsgfp control group, but the other gene treatment groups had shorter sperm than the control treatment, reduced by 5% in the dsmagu group to 20% in the dsrac group (Fig. 3B). Although not quantified, other morphological changes were also observed to occur in the shape of sperm. The anterior of sperm appeared abnormally enlarged in the dsrho treated group (Fig. S1).
Greenhouse trials
dsrho treatment in the greenhouse cage trials significantly diminished the number of damaged oranges and the total larval number (Table 2, Fig. 4). There was no significant difference for the damage proportion between dsrho and dsgfp group for the 1st batch of fruits, but the differences became noticeable and significant for the 2nd and 3rd batches (Fig. 4A). There were significant differences for total larval number between dsrho and dsgfp group for all the three batches of fruits (Fig. 4B). No significant difference was observed for both damage rate and larval number across three batches of fruits within dsgfp groups. However, both the numbers of damaged oranges and B. dorsalis larvae across three batches of fruits within dsrho group significantly decreased in a stepwise manner (Fig. 4). Feeding dsrho in the greenhouse trial significantly reduced the transcriptional level of rho by 93% (t = 5.694, P = 0.025), which was identical to the gene silencing effect in the corresponding laboratory experiment (decrease of rho by 93%, Fig. 2).
Table 2. Two-way analysis of variance for the proportion of damaged oranges and larval number of Bactrocera dorsalis after dsgfp and dsrho oral administration in the greenhouse cage experiments.
Source of variation | df | Number of damaged oranges |
Number of larvae |
||
---|---|---|---|---|---|
F | P value | F | P value | ||
Sampling batch | 2 | 17.913 | <0.001 | 4.127 | 0.033 |
Treatment | 1 | 41.783 | <0.001 | 36.634 | <0.001 |
Sampling × Treatment | 2 | 12.696 | <0.001 | 0.359 | 0.703 |
Discussion
Eight spermatogenesis related genes in B. dorsalis, namely lola, topi, per, aly, rac, rho, upd and magu, were cloned and their potentials in pest control application were evaluated by orally supplied engineered-bacteria expressing target dsRNA. The results showed that silencing lola, topi, rac, rho, upd and magu severely impaired male sperm in both quality and quantity, and, in turn, significantly decreased female fertility. Furthermore, the greenhouse cage trials proved successful for controlling B. dorsalis by feeding with bacteria expressing dsrho, which resulted in less damaged oranges and less larvae. Combining our laboratory and field-cage experiments, our results provide well-chosen target genes related to spermatogenesis and reveal a significant potential for male sterilization in pest management for B. dorsalis.
The feeding experiments of RNAi to B. dorsalis in the present and previous studies35,36 suggest that oral administration of engineered-bacteria can efficiently suppress the target gene expression, which increases the potential of RNAi technology in pest management3,4. However, compared with microinjection or other methods of applying RNAi to insects, the silencing efficiency of RNAi by oral administration has sometimes been insufficient due to factors such as the variable concentration of dsRNA delivered, selection of nucleotide sequence, length of dsRNA fragment, and intestinal environment conditions of the target organism3,38. In the present study, nonetheless, all the target genes significantly responded to the treatments of RNAi except for magu which was non-significantly reduced, and topi that was non-significantly but, unexpectedly, up-regulated. These non-significant effects may be due to an insufficient concentration of dsRNA received39, or some other unknown mechanism such as the development of refractoriness to RNAi. In a trial of RNAi in Locusta migratoria (L.) by dsRNA oral delivery, doses ranging from 0.1 μg to 12 μg did not significantly influence the relative expression of V-ATPase E, whereas at 18 μg, an efficient inhibition of mRNA expression was observed40. Paradoxically, an up-regulation of target genes following RNAi treatments have been observed in other insects35,41,42, and is thought to be due to involved immunogenic factors43. Ultimately, appropriate and accurate sequence selection from the target gene is one of the most important factors influencing a successful outcome of the silencing effect39.
All the orally administered dsRNAs treatments in B. dorsalis reduced the number and generally the length of spermatozoa stored in female spermatheca, and significantly reduced offspring hatching rate compared to the control dsgfp treatment (Fig. 1C). Although the molecular mechanisms involved are still unclear, it is evident that disrupting the spermatogenesis related genes influenced the morphological characters of spermatozoa i.e., shorter and abnormally head-swollen sperm. This, in turn, might change the driving speed and numbers of spermatozoa in the female spermatheca, leading to subsequent decrease of fertility. Sperm with longer flagellum and shorter heads relative to their flagellum swam faster in externally fertilizing species, but slower in internally fertilizing species44. However, in the dung fly, sperm length variation had no association with sperm competitiveness45. Further studies are therefore recommended to unravel how the silencing of our target genes affect the mechanics of fertilization in B. dorsalis.
The oral delivery of engineered bacteria expressing dsrho to adult flies in 0.7 m3 cages, which decreased both the number of infested oranges and number of larvae per infested fruit, throw light on RNAi’s practical potential for controlling B. dorsalis. At the first harvest the number of damaged oranges was not significantly different from the control group; this might be due to egg “dumping” in the newly available host fruit and high age-specific reproductive ability that peaks in an early oviposition period in anautogenous tephritids46 such as B. dorsalis. However, over the course of the experiment, the total reproductive ability of B. dorsalis was suppressed in the dsrho treated group with the efficacy of pest control strengthened in a stepwise fashion owing to the persistently reinforced RNA silencing effects. Repetitive oral delivery of dsRNA may be comparable to multiple microinjection, where a double injection was more effective than a single injection of dsRNA in fourth-instar nymphs of Rhodnius prolixus Stål47. The greenhouse cage results indirectly suggested deleterious effects of dsrho on females, since the decrease in the percentage of infested oranges over time hints that oviposition activities were inhibited. In Drosophila, rho was necessary for the development of the dorsal-ventral axis in oogenesis, and loss of rho function induced ventralization of the eggshel48. Thus, rho may exert inhibitory actions on both spermatogenesis and oogenesis in B. dorsalis, but additional work is needed to confirm or deny this hypothesis.
RNA interference is a powerful molecular method with significant potential for sustainable pest control. Compared to radiation sterilization methods used in SIT programs and that subsequent indirect fitness costs to males, gene-specific silencing technology represents a novel and environmental-friendly male sterilization approach which not only circumvents the need for a radiation source, but also directly generates the target function loss i.e., reproductive capacity, without other forms of adult fitness cost. Our work demonstrates that the rho gene is the most potent target for B. dorsalis pest control. Orally administered, the target dsRNAs in laboratory and large cage conditions effectively silenced the target genes’ expression and lowered subsequent reproduction capacity, thereby demonstrating the technology’s potential for controlling B. dorsalis. However, in order for this approach to be commercially used, many challenges need to be overcome such as bringing the sterilization success rate to nearly 100%, confirming species-specific gene selection, testing off-target effects and determining how dsRNA could be implemented into the SIT approach, for example as a pre-release or post-release treatment.
Materials and Methods
Insects
A near-wild laboratory colony of B. dorsalis was originally field-collected from a citrus orchard in Wuhan city, Hubei Province, China, and was reared for two to three generations before used for the experiments. Adults were held in 40 cm × 30 cm × 30 cm cages and had free access to a liquid artificial diet (200 g sugar, 60 g tryptone, 40 g brewers’ yeast, 1 L distilled water). Adults were egged using an artificial egging device (a pinpricked yellow plastic cup on 3 cm petri dish spotted with orange juice to collect eggs) and larvae were raised on artificial mill feed diet49. All life stages were held at 26 ± 1 °C, RH 70 ± 5% and a photoperiod cycle of 14 L: 10 D.
Cloning of target genes
Adult males were sampled daily from day 1 to 30 after emergence (DAE). Total RNA was isolated with TRIzol reagent (Invitrogen) following the manufacturer’s instructions. Total RNA was incubated with 10 U DNase I (Thermo Scientific, USA) at 37 °C for 30 min for mRNA purification. First strand cDNA was produced from 5 μg RNA using Revert Aid First Strand cDNA Synthesis Kit (Thermo Scientific, USA). Target gene sequences (lola, topi, per, aly, rac, rho, upd, magu) were obtained by retrieving previously constructed B. dorsalis transcriptome data (Y.-C. D., Z.-J. W., C.-Y. N., unpublished data), and their gene specific primers were designed using Primer Premier 5.0 (Premier, Canada) (Table S1). PCR amplicons were purified using AxyPrep DNA Gel Extraction Kit (AxyPrep, USA). The purified products were ligated to cloning vector by using pMD™ 18-T Vector Cloning Kit (TaKaRa, China). The plasmid recombinants (pMD-18T-lola, -topi, -per, -aly, -rac, -rho, -upd, -magu) were amplified by PCR and verified by Sanger sequencing (Invitrogen, Shanghai, China).
Expression of dsRNA
The L4440 plasmid, comprising two T7 promoters in inverted orientation flanking the multiple cloning site, was applied for target dsRNA inducible expression. Double restriction enzyme digestion was used to cut pMD-18T-genes and L4440 plasmid, respectively. The restriction enzyme digestion sites were checked by using Primer Premier 5.0 to ensure their presence exclusively in pMD-18T and L4440 plasmid, other than in that of the target genes (Table S2). The target fragments were excised from pMD-18T-genes and ligated to L4440 plasmid by T4 DNA Ligase (TaKaRa, China). The recombinant vectors (L4440-lola, -topi, -per, -aly, -rac, -rho, -upd, -magu) were transformed to Escherichia coli HT115 competent cells which lack RNase III (Competent Cell Preparation Kit, TaKaRa, China). Single colonies of HT115 were cultured in Luria Broth (LB) media at 37 °C with shaking at 220 rpm overnight. The culture was diluted 100-fold in 2 L LB with 100 μg/ml ampicillin cultured at 37 °C and 0.6 optical density 600. Synthesis of T7 polymerase was induced with 0.4 mM IPTG and the bacteria were incubated with shaking for an additional 4 h at 37 °C. Bacteria solutions of HT115 were centrifuged at 4,000 g for 5 min and re-suspended in 4 ml distilled water to condense the concentration to 500×.
Feeding target dsRNA
Newly-emerged males and females were separated into individual rearing cages with each cage containing ~200 males or females. A 500 μl liquid artificial diet + 1,500 μl 500× bacteria expressing target dsRNA, was applied on a filter paper spotted in a petri dish (d = 3.5 cm) to feed male flies, whilst 2,000 μl of the same diet was supplied for females. The negative control group was fed with 500 μl liquid artificial diet + 1,500 μl 500× bacteria expressing dsgfp. Liquid diet was daily renewed at 9:00 am from DAE 1 to 14. The experiment was performed in triplicate. At DAE 12, three males fed with dsRNA were randomly collected for qPCR analysis. By day 14, B. dorsalis under normal laboratory conditions would be sexually mature and ready to mate50.
Reproduction bioassays
Having been fed with dsRNA for 14 days, 30 pairs of virgin males and females were put together in a fresh cage. Pinpricked yellow plastic cups were used to collect eggs from 14:00 to 22:00 hrs. Eggs were then removed from cups and placed onto a moist, black filter paper (MACHEREY-MAGEL, Germany) for counting and assessing hatching rate. The numbers of ‘valid matings’ (herein defined as a copulation which lasted for more than one hour) were counted during the mating period51, from 19:00 to 21:00 hrs. Both the numbers of eggs and valid mating pairs were recorded every other day from DAE 14 to 24. The experiment was replicated three times.
Target genes quantitative real-time PCR (qPCR)
qPCR was performed using SYBR Premix Dimer Eraser (TaKaRa) according to the manufacturer’s instructions on ABI 7300 (Applied Biosystems, USA). qPCR primers were designed by Primer Premier 5.0 (Table S3). Gapdh (GenBank: GU269901.1) was chosen as an internal control gene. The assays were performed in triplicate on the flies sampled at DAE 12. The relative gene expression data were calculated using 2−ΔΔCT method as described by Livak and Schmittgen52.
Sperm observation
After valid mating, slides for microscopic examination of sperm stored in the spermatheca were prepared immediately using the methods described by Taylor et al.53 and Aaron et al.54. Under a stereomicroscope, each spermatheca was transferred individually by clasping its duct with fine forceps to a new slide in deionized water. The spermatheca was broken apart using an entomological pin. The contents of the spermatheca were stirred vigorously in a water drop for 1 min and spread to a diameter of about 15 mm before being covered by an 18 × 18 mm cover slip. The cover slip was secured with nail polish on each corner. After drying overnight, the number and length of sperm from each spermatheca were recorded and the shape was observed at 400× under a phase contrast microscope. Twenty females were dissected for each group, drawn from across the three replicate cages.
Greenhouse trials
To verify our laboratory results and test the future potential of RNAi, the most efficient sterilizing gene from laboratory studies (rho, see Results) was selected for a greenhouse cage experiment by comparing the proportion of damaged citrus fruits and offspring larval number between dsrho and dsgfp (control) treated groups. Twenty pairs of newly emerged adults were released into a mesh cage (1 m × 1 m × 0.7 m), which contained one citrus plant (about 90 cm tall) without fruit. The cages were kept in open-walled glass-houses, the roof of which provided protection from rain but otherwise the flies in their mesh-cages were exposed to close to ambient field conditions.
A mixed liquid diet of 500 μl artificial diet + 1,500 μl 500× bacteria expressing dsrho was supplied for adults in a petri dish with filter paper, whilst the control group was fed with bacteria expressing dsgfp. Diet was supplied from DAE 1 and added twice per day (9:00 am and 2:00 pm), throughout the experimental period. At DAE 10, when the flies reached the sexual maturity and were ready to oviposit as recorded in our preliminary work, eight oranges were hung on the branches of the citrus tree and replaced at DAE 15 and 20, with the final harvest at DAE 24. These three batches of eight exposed oranges were then maintained at room temperature (26 ± 1 °C) for five days to allow larval growth, after which they were dissected to count the number of fruits with larval damage and to count the total number of larvae. This cage experiment was replicated four times for each of the two treatments. At DAE 12, three males were collected to detect the relative expression of rho in dsgfp and dsrho treatment groups by qPCR.
Data analyses
After oral supply of bacteria expressing target dsRNAs for male flies, the results including the number of eggs laid per day, the proportion of valid matings per day (the number of valid mating pairs relative to total pairs of flies), the egg hatching rate, the number and length of spermatozoa in spermathecae of female flies, were analyzed by using one-way analysis of variance (ANOVA) and Fisher’s Least Significant Difference (LSD) post-hoc test for multiple mean comparisons. The number of damaged oranges and total larval number for each observation time were analyzed by two-way analysis of variance followed by LSD post-hoc test for multiple mean comparisons. Gene expression data in qPCR analysis was compared using independent-samples t test. Arcsine square root transformation was applied to any percentage data before statistical analyses. Datasets were tested for normality and homogeneity of variance using Kolmogorov-Smirnov test and Levene’s test respectively, and transformed if needed.
Additional Information
How to cite this article: Dong, Y.-C. et al. Bactrocera dorsalis male sterilization by targeted RNA interference of spermatogenesis: empowering sterile insect technique programs. Sci. Rep. 6, 35750; doi: 10.1038/srep35750 (2016).
Acknowledgments
This study was funded by the National Natural Science Foundation of China (31371945 and 31071690), Crop Disease and Insect Pest Monitoring and Control Program supported by Ministry of Agriculture of People’s Republic of China (2014, 2015), the Fundamental Research Funds for the Central Universities (2662015PY148), International Atomic Energy Agency (via Research Contract CRP No. 17153 and CRP No. 18269) and the China Postdoctoral Science Foundation (2016M592350). A.R.C. is supported by grant PBCRC4127 from the Plant Biosecurity Cooperative Research Centre which helped fund his involvement in this activity. A.R.C would like to acknowledge the support of the Australian Government’s Cooperative Research Centres programme.
Footnotes
Author Contributions C.-Y.N. conceived and designed the experiments; Y.-C.D., Z.-J.W. and Z.-Z.C. performed the experiments; Y.-C.D., Z.-J.W. and A.R.C analyzed the data; C.-Y.N. provided technical and material support; Y.-C.D., A.R.C. and C.-Y.N. shared in the scoping and writing responsibilities.
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