To improve our understanding of the origin and evolution of mycoheterotrophic plants, we here pre... more To improve our understanding of the origin and evolution of mycoheterotrophic plants, we here present the chromosome-scale genome assemblies of two sibling orchid species: partially mycoheterotrophic Platanthera zijinensis and holomycoheterotrophic Platanthera guangdongensis. Comparative analysis shows that mycoheterotrophy is associated with increased substitution rates and gene loss, and the deletion of most photoreceptor genes and auxin transporter genes might be linked to the unique phenotypes of fully mycoheterotrophic orchids. Conversely, trehalase genes that catalyse the conversion of trehalose into glucose have expanded in most sequenced orchids, in line with the fact that the germination of orchid non-endosperm seeds needs carbohydrates from fungi during the protocorm stage. We further show that the mature plant of P. guangdongensis, different from photosynthetic orchids, keeps expressing trehalase genes to hijack trehalose from fungi. Therefore, we propose that mycoheterot...
Wolfberry Lycium, an economically important genus of the Solanaceae family, contains approximatel... more Wolfberry Lycium, an economically important genus of the Solanaceae family, contains approximately 80 species and shows a fragmented distribution pattern among the Northern and Southern Hemispheres. Although several herbaceous species of Solanaceae have been subjected to genome sequencing, thus far, no genome sequences of woody representatives have been available. Here, we sequenced the genomes of 13 perennial woody species of Lycium, with a focus on Lycium barbarum. Integration with other genomes provides clear evidence supporting a whole-genome triplication (WGT) event shared by all hitherto sequenced solanaceous plants, which occurred shortly after the divergence of Solanaceae and Convolvulaceae. We identified new gene families and gene family expansions and contractions that first appeared in Solanaceae. Based on the identification of self-incompatibility related-gene families, we inferred that hybridization hotspots are enriched for genes that might be functioning in gametophyt...
The ovules and egg cells are well developed to be fertilized at anthesis in many flowering plants... more The ovules and egg cells are well developed to be fertilized at anthesis in many flowering plants. However, ovule development is triggered by pollination in most orchids. In this study, we characterized the function of a Bsister gene, named PeMADS28, isolated from Phalaenopsis equestris, the genome-sequenced orchid. Spatial and temporal expression analysis showed PeMADS28 predominantly expressed in ovules between 32 and 48 days after pollination, which synchronizes with integument development. Subcellular localization and protein–protein interaction analyses revealed that PeMADS28 could form a homodimer as well as heterodimers with D-class and E-class MADS-box proteins. In addition, ectopic expression of PeMADS28 in Arabidopsis thaliana induced small curled rosette leaves, short silique length and few seeds, similar to that with overexpression of other species’ Bsister genes in Arabidopsis. Furthermore, complementation test revealed that PeMADS28 could rescue the phenotype of the AB...
The marvelously diverse Orchidaceae constitutes the largest family of angiosperms. The genus Cymb... more The marvelously diverse Orchidaceae constitutes the largest family of angiosperms. The genus Cymbidium in Orchidaceae is well known for its unique vegetation, floral morphology, and flower scent traits. Here, a chromosome-scale assembly of the genome of Cymbidium ensifolium (Jianlan) is presented. Comparative genomic analysis showed that C. ensifolium has experienced two whole-genome duplication (WGD) events, the most recent of which was shared by all orchids, while the older event was the τ event shared by most monocots. The results of MADS-box genes analysis provided support for establishing a unique gene model of orchid flower development regulation, and flower shape mutations in C. ensifolium were shown to be associated with the abnormal expression of MADS-box genes. The most abundant floral scent components identified included methyl jasmonate, acacia alcohol and linalool, and the genes involved in the floral scent component network of C. ensifolium were determined. Furthermore...
Orchid (Orchidaceae) is one of the largest families in angiosperms and presents exceptional diver... more Orchid (Orchidaceae) is one of the largest families in angiosperms and presents exceptional diversity in lifestyle. Their unique reproductive characteristics of orchid are attracted by scientist for centuries. One of the synapomorphies of orchid plants is that their seeds do not contain endosperm. Lipids are used as major energy storage in orchid seeds. However, regulation and mobilization of lipid usage during early seedling (protocorm) stage of orchid is not understood. In this study, we compared transcriptomes from developing Phalaenopsis aphrodite protocorms grown on 1/2-strength MS medium with sucrose. The expression of P. aphrodite MALATE SYNTHASE (PaMLS), involved in the glyoxylate cycle, was significantly decreased from 4 days after incubation (DAI) to 7 DAI. On real-time RT-PCR, both P. aphrodite ISOCITRATE LYASE (PaICL) and PaMLS were down-regulated during protocorm development and suppressed by sucrose treatment. In addition, several genes encoding transcription factors r...
An unbalanced pigment distribution among the sepal and petal segments results in various colour p... more An unbalanced pigment distribution among the sepal and petal segments results in various colour patterns of orchid flowers. Here, we explored this type of mechanism of colour pattern formation in flowers of the Cattleya hybrid ‘KOVA’. Our study showed that pigment accumulation displayed obvious spatiotemporal specificity in the flowers and was likely regulated by three R2R3-MYB transcription factors. Before flowering, RcPAP1 was specifically expressed in the epichile to activate the anthocyanin biosynthesis pathway, which caused substantial cyanin accumulation and resulted in a purple-red colour. After flowering, the expression of RcPAP2 resulted in a low level of cyanin accumulation in the perianths and a pale pink colour, whereas RcPCP1 was expressed only in the hypochile, where it promoted α-carotene and lutein accumulation and resulted in a yellow colour. Additionally, we propose that the spatiotemporal expression of different combinations of AP3- and AGL6-like genes might parti...
Salicylic acid (SA) plays important roles in antiviral immunity; however, detailed mechanisms rem... more Salicylic acid (SA) plays important roles in antiviral immunity; however, detailed mechanisms remain elusive. Previously we identified A20/AN1 zinc-finger domain-containing protein, orchid Pha13, and Arabidopsis stress associated protein 5 (AtSAP5), which function similarly and serve as a hub to regulate SA-mediated immune response for antiviral immunity. In this study, another orchid A20/AN1 protein, Pha21, which shares 69.5% amino acid sequence identity with Pha13, was analyzed. Similar to Pha13 and AtSAP5, Pha21 can be found localized in the nucleus, and confers self-E3 ligase and ubiquitin binding activities. Like Pha13 and AtSAP5, Pha21 is induced by virus infection, and confers strong antiviral immunity in both transgenic orchid and Arabidopsis overexpressing Pha21. Pha21 is also early-induced by SA treatment, and is involved in the SA-signaling pathway downstream of SA and upstream of the expression of the orchid homolog of the master regulator NPR1. However, in comparison wi...
Salicylic acid (SA) is a key phytohormone that mediates a broad spectrum of resistance against a ... more Salicylic acid (SA) is a key phytohormone that mediates a broad spectrum of resistance against a diverse range of viruses; however, the downstream pathway of SA governed antiviral immune response remains largely to be explored. Here, we identified an orchid protein containing A20 and AN1 zinc finger domains, designated Pha13. Pha13 is up-regulated upon virus infection, and the transgenic monocot orchid and dicot Arabidopsis overexpressing orchid Pha13 conferred greater resistance to different viruses. In addition, our data showed that Arabidopsis homolog of Pha13, AtSAP5, is also involved in virus resistance. Pha13 and AtSAP5 are early induced by exogenous SA treatment, and participate in the expression of SA-mediated immune responsive genes, including the master regulator gene of plant immunity, NPR1, as well as NPR1-independent virus defense genes. SA also induced the proteasome degradation of Pha13. Functional domain analysis revealed that AN1 domain of Pha13 is involved in expre...
Background Systematic acquired resistance (SAR) is an effective broad-spectrum defense mechanism ... more Background Systematic acquired resistance (SAR) is an effective broad-spectrum defense mechanism that confers long-lasting protection against biotrophic pathogens trough defense related salicylic acid (SA) signaling. Gene(s) involved in SAR have been extensively studied in dicot plants; however, remains largely unresolved in monocot plants. NPR1, an evolutionary conserved gene, plays a central role in SAR, and PR-1 is widely used as a marker for effective SA signaling. Results We identified NPR1 and PR-1 homologous genes, PhaNPR1 and PhaPR1, from an economically important orchid, Phalaenopsis aphrodite, and characterized their roles in SA signaling and Cymbidium mosaic virus (CymMV) resistance. A phylogenetic analysis of NPR1 homologs showed that these genes appear to have evolved before angiospermy. Similar to Arabidopsis NPR1, PhaNPR1 was only moderately induced upon SA treatment and CymMV infection. Although PhaPR1 shows only 36% identity with AtPR1, its promoter shared conserved...
Plants in the largest family of angiosperms, Orchidaceae, are diverse in both specialized pollina... more Plants in the largest family of angiosperms, Orchidaceae, are diverse in both specialized pollination and ecological strategies and provide a rich source for investigating evolutionary relationships and developmental biology. However, studies in orchids have been hindered by several challenges that include low transformation efficiency and long regeneration time. To overcome such obstacles, we selected a symptomless cymbidium mosaic virus (CymMV) isolate for constructing virus-induced gene-silencing vectors. The feasibility of the virus vectors was first assessed with use of an orchid phytoene desaturase gene. The vector was able to induce gene silencing in orchids; however, because of the slow growth of orchids, the commonly used phytoene desaturase gene was not a good visual marker in orchids. We inserted a 150-nucleotide unique region of a B-class MADS-box family gene, PeMADS6, into pCymMV-pro60. The transcription level of PeMADS6 in inoculated Phalaenopsis plants was reduced by ...
Virus-induced gene silencing (VIGS) is a good way to study floral gene functions of orchids, espe... more Virus-induced gene silencing (VIGS) is a good way to study floral gene functions of orchids, especially those with a long life cycle. To explore the applicability and improve viral silencing efficiency for application of Cymbidium mosaic virus (CymMV)-induced gene silencing, we examined several variables, including the optimal length of the DNA fragment, the effect of developmental maturation status of inflorescence, and suitable inoculation sites. A CymMV-based VIGS system can be used with orchids to silence genes including PeUFGT3, PeMADS5 and PeMADS6 and induce prominent phenotypes with silencing efficiency up to 95.8% reduction. The DNA fragment size used for silencing can be as small as 78-85 bp and still reach 61.5-95.8% reduction. The effect of cDNA location as a target in VIGS varies among genes because of non-target gene influence when using the 5' terminus of the coding region of both PeMADS5 and PeMADS6. Use of VIGS to knock down a B-class MADS-box gene (PeMADS6) in orchids with different maturation status of inflorescence allowed for observing discernable knockdown phenotypes in flowers. Furthermore, silencing effects with Agro-infiltration did not differ with both leaf and inflorescence injections, but injection in the leaf saved time and produced less damage to plants. We propose an optimized approach for VIGS using CymMV as a silencing vector for floral functional genomics in Phalaenopsis orchid with Agro-infiltration: (1) DNA fragment length about 80 bp, (2) a more mature status of inflorescence and (3) leaf injection.
The large number of species and worldwide spread of species of Orchidaceae indicates their succes... more The large number of species and worldwide spread of species of Orchidaceae indicates their successful adaptation to environmental stresses. Thus, orchids provide rich resources to study how plants have evolved to cope with stresses. This report describes our improvement of our previously reported orchid virus-induced gene silencing vector, pCymMV-pro60, with a modified Gateway cloning system which requires only one recombination and can be inoculated by agroinfiltration. We cloned 1,700 DNA fragments, including 187 predicted transcription factors derived from an established expression sequence tag library of orchid, into pCymMV-Gateway. Phalaenopsis aphrodite was inoculated with these vectors that contained DNA fragments of the 187 predicted transcription factors. The viral vector initially triggered the expression of the salicylic acid (SA)-related plant defense responses and later induced silencing of the endogenous target transcription factor genes. By monitoring the expression o...
Background RNA interference (RNAi) is commonly applied in genome-scale gene functional screens. H... more Background RNA interference (RNAi) is commonly applied in genome-scale gene functional screens. However, a one-on-one RNAi analysis that targets each gene is cost-ineffective and laborious. Previous studies have indicated that siRNAs can also affect RNAs that are near-perfectly complementary, and this phenomenon has been termed an off-target effect. This phenomenon implies that it is possible to silence several genes simultaneously with a carefully designed siRNA. Results We propose a strategy that is combined with a heuristic algorithm to design suitable siRNAs that can target multiple genes and a group testing method that would reduce the number of required RNAi experiments in a large-scale RNAi analysis. To verify the efficacy of our strategy, we used the Orchid expressed sequence tag data as a case study to screen the putative transcription factors that are involved in plant disease responses. According to our computation, 94 qualified siRNAs were sufficient to examine all of th...
To improve our understanding of the origin and evolution of mycoheterotrophic plants, we here pre... more To improve our understanding of the origin and evolution of mycoheterotrophic plants, we here present the chromosome-scale genome assemblies of two sibling orchid species: partially mycoheterotrophic Platanthera zijinensis and holomycoheterotrophic Platanthera guangdongensis. Comparative analysis shows that mycoheterotrophy is associated with increased substitution rates and gene loss, and the deletion of most photoreceptor genes and auxin transporter genes might be linked to the unique phenotypes of fully mycoheterotrophic orchids. Conversely, trehalase genes that catalyse the conversion of trehalose into glucose have expanded in most sequenced orchids, in line with the fact that the germination of orchid non-endosperm seeds needs carbohydrates from fungi during the protocorm stage. We further show that the mature plant of P. guangdongensis, different from photosynthetic orchids, keeps expressing trehalase genes to hijack trehalose from fungi. Therefore, we propose that mycoheterot...
Wolfberry Lycium, an economically important genus of the Solanaceae family, contains approximatel... more Wolfberry Lycium, an economically important genus of the Solanaceae family, contains approximately 80 species and shows a fragmented distribution pattern among the Northern and Southern Hemispheres. Although several herbaceous species of Solanaceae have been subjected to genome sequencing, thus far, no genome sequences of woody representatives have been available. Here, we sequenced the genomes of 13 perennial woody species of Lycium, with a focus on Lycium barbarum. Integration with other genomes provides clear evidence supporting a whole-genome triplication (WGT) event shared by all hitherto sequenced solanaceous plants, which occurred shortly after the divergence of Solanaceae and Convolvulaceae. We identified new gene families and gene family expansions and contractions that first appeared in Solanaceae. Based on the identification of self-incompatibility related-gene families, we inferred that hybridization hotspots are enriched for genes that might be functioning in gametophyt...
The ovules and egg cells are well developed to be fertilized at anthesis in many flowering plants... more The ovules and egg cells are well developed to be fertilized at anthesis in many flowering plants. However, ovule development is triggered by pollination in most orchids. In this study, we characterized the function of a Bsister gene, named PeMADS28, isolated from Phalaenopsis equestris, the genome-sequenced orchid. Spatial and temporal expression analysis showed PeMADS28 predominantly expressed in ovules between 32 and 48 days after pollination, which synchronizes with integument development. Subcellular localization and protein–protein interaction analyses revealed that PeMADS28 could form a homodimer as well as heterodimers with D-class and E-class MADS-box proteins. In addition, ectopic expression of PeMADS28 in Arabidopsis thaliana induced small curled rosette leaves, short silique length and few seeds, similar to that with overexpression of other species’ Bsister genes in Arabidopsis. Furthermore, complementation test revealed that PeMADS28 could rescue the phenotype of the AB...
The marvelously diverse Orchidaceae constitutes the largest family of angiosperms. The genus Cymb... more The marvelously diverse Orchidaceae constitutes the largest family of angiosperms. The genus Cymbidium in Orchidaceae is well known for its unique vegetation, floral morphology, and flower scent traits. Here, a chromosome-scale assembly of the genome of Cymbidium ensifolium (Jianlan) is presented. Comparative genomic analysis showed that C. ensifolium has experienced two whole-genome duplication (WGD) events, the most recent of which was shared by all orchids, while the older event was the τ event shared by most monocots. The results of MADS-box genes analysis provided support for establishing a unique gene model of orchid flower development regulation, and flower shape mutations in C. ensifolium were shown to be associated with the abnormal expression of MADS-box genes. The most abundant floral scent components identified included methyl jasmonate, acacia alcohol and linalool, and the genes involved in the floral scent component network of C. ensifolium were determined. Furthermore...
Orchid (Orchidaceae) is one of the largest families in angiosperms and presents exceptional diver... more Orchid (Orchidaceae) is one of the largest families in angiosperms and presents exceptional diversity in lifestyle. Their unique reproductive characteristics of orchid are attracted by scientist for centuries. One of the synapomorphies of orchid plants is that their seeds do not contain endosperm. Lipids are used as major energy storage in orchid seeds. However, regulation and mobilization of lipid usage during early seedling (protocorm) stage of orchid is not understood. In this study, we compared transcriptomes from developing Phalaenopsis aphrodite protocorms grown on 1/2-strength MS medium with sucrose. The expression of P. aphrodite MALATE SYNTHASE (PaMLS), involved in the glyoxylate cycle, was significantly decreased from 4 days after incubation (DAI) to 7 DAI. On real-time RT-PCR, both P. aphrodite ISOCITRATE LYASE (PaICL) and PaMLS were down-regulated during protocorm development and suppressed by sucrose treatment. In addition, several genes encoding transcription factors r...
An unbalanced pigment distribution among the sepal and petal segments results in various colour p... more An unbalanced pigment distribution among the sepal and petal segments results in various colour patterns of orchid flowers. Here, we explored this type of mechanism of colour pattern formation in flowers of the Cattleya hybrid ‘KOVA’. Our study showed that pigment accumulation displayed obvious spatiotemporal specificity in the flowers and was likely regulated by three R2R3-MYB transcription factors. Before flowering, RcPAP1 was specifically expressed in the epichile to activate the anthocyanin biosynthesis pathway, which caused substantial cyanin accumulation and resulted in a purple-red colour. After flowering, the expression of RcPAP2 resulted in a low level of cyanin accumulation in the perianths and a pale pink colour, whereas RcPCP1 was expressed only in the hypochile, where it promoted α-carotene and lutein accumulation and resulted in a yellow colour. Additionally, we propose that the spatiotemporal expression of different combinations of AP3- and AGL6-like genes might parti...
Salicylic acid (SA) plays important roles in antiviral immunity; however, detailed mechanisms rem... more Salicylic acid (SA) plays important roles in antiviral immunity; however, detailed mechanisms remain elusive. Previously we identified A20/AN1 zinc-finger domain-containing protein, orchid Pha13, and Arabidopsis stress associated protein 5 (AtSAP5), which function similarly and serve as a hub to regulate SA-mediated immune response for antiviral immunity. In this study, another orchid A20/AN1 protein, Pha21, which shares 69.5% amino acid sequence identity with Pha13, was analyzed. Similar to Pha13 and AtSAP5, Pha21 can be found localized in the nucleus, and confers self-E3 ligase and ubiquitin binding activities. Like Pha13 and AtSAP5, Pha21 is induced by virus infection, and confers strong antiviral immunity in both transgenic orchid and Arabidopsis overexpressing Pha21. Pha21 is also early-induced by SA treatment, and is involved in the SA-signaling pathway downstream of SA and upstream of the expression of the orchid homolog of the master regulator NPR1. However, in comparison wi...
Salicylic acid (SA) is a key phytohormone that mediates a broad spectrum of resistance against a ... more Salicylic acid (SA) is a key phytohormone that mediates a broad spectrum of resistance against a diverse range of viruses; however, the downstream pathway of SA governed antiviral immune response remains largely to be explored. Here, we identified an orchid protein containing A20 and AN1 zinc finger domains, designated Pha13. Pha13 is up-regulated upon virus infection, and the transgenic monocot orchid and dicot Arabidopsis overexpressing orchid Pha13 conferred greater resistance to different viruses. In addition, our data showed that Arabidopsis homolog of Pha13, AtSAP5, is also involved in virus resistance. Pha13 and AtSAP5 are early induced by exogenous SA treatment, and participate in the expression of SA-mediated immune responsive genes, including the master regulator gene of plant immunity, NPR1, as well as NPR1-independent virus defense genes. SA also induced the proteasome degradation of Pha13. Functional domain analysis revealed that AN1 domain of Pha13 is involved in expre...
Background Systematic acquired resistance (SAR) is an effective broad-spectrum defense mechanism ... more Background Systematic acquired resistance (SAR) is an effective broad-spectrum defense mechanism that confers long-lasting protection against biotrophic pathogens trough defense related salicylic acid (SA) signaling. Gene(s) involved in SAR have been extensively studied in dicot plants; however, remains largely unresolved in monocot plants. NPR1, an evolutionary conserved gene, plays a central role in SAR, and PR-1 is widely used as a marker for effective SA signaling. Results We identified NPR1 and PR-1 homologous genes, PhaNPR1 and PhaPR1, from an economically important orchid, Phalaenopsis aphrodite, and characterized their roles in SA signaling and Cymbidium mosaic virus (CymMV) resistance. A phylogenetic analysis of NPR1 homologs showed that these genes appear to have evolved before angiospermy. Similar to Arabidopsis NPR1, PhaNPR1 was only moderately induced upon SA treatment and CymMV infection. Although PhaPR1 shows only 36% identity with AtPR1, its promoter shared conserved...
Plants in the largest family of angiosperms, Orchidaceae, are diverse in both specialized pollina... more Plants in the largest family of angiosperms, Orchidaceae, are diverse in both specialized pollination and ecological strategies and provide a rich source for investigating evolutionary relationships and developmental biology. However, studies in orchids have been hindered by several challenges that include low transformation efficiency and long regeneration time. To overcome such obstacles, we selected a symptomless cymbidium mosaic virus (CymMV) isolate for constructing virus-induced gene-silencing vectors. The feasibility of the virus vectors was first assessed with use of an orchid phytoene desaturase gene. The vector was able to induce gene silencing in orchids; however, because of the slow growth of orchids, the commonly used phytoene desaturase gene was not a good visual marker in orchids. We inserted a 150-nucleotide unique region of a B-class MADS-box family gene, PeMADS6, into pCymMV-pro60. The transcription level of PeMADS6 in inoculated Phalaenopsis plants was reduced by ...
Virus-induced gene silencing (VIGS) is a good way to study floral gene functions of orchids, espe... more Virus-induced gene silencing (VIGS) is a good way to study floral gene functions of orchids, especially those with a long life cycle. To explore the applicability and improve viral silencing efficiency for application of Cymbidium mosaic virus (CymMV)-induced gene silencing, we examined several variables, including the optimal length of the DNA fragment, the effect of developmental maturation status of inflorescence, and suitable inoculation sites. A CymMV-based VIGS system can be used with orchids to silence genes including PeUFGT3, PeMADS5 and PeMADS6 and induce prominent phenotypes with silencing efficiency up to 95.8% reduction. The DNA fragment size used for silencing can be as small as 78-85 bp and still reach 61.5-95.8% reduction. The effect of cDNA location as a target in VIGS varies among genes because of non-target gene influence when using the 5' terminus of the coding region of both PeMADS5 and PeMADS6. Use of VIGS to knock down a B-class MADS-box gene (PeMADS6) in orchids with different maturation status of inflorescence allowed for observing discernable knockdown phenotypes in flowers. Furthermore, silencing effects with Agro-infiltration did not differ with both leaf and inflorescence injections, but injection in the leaf saved time and produced less damage to plants. We propose an optimized approach for VIGS using CymMV as a silencing vector for floral functional genomics in Phalaenopsis orchid with Agro-infiltration: (1) DNA fragment length about 80 bp, (2) a more mature status of inflorescence and (3) leaf injection.
The large number of species and worldwide spread of species of Orchidaceae indicates their succes... more The large number of species and worldwide spread of species of Orchidaceae indicates their successful adaptation to environmental stresses. Thus, orchids provide rich resources to study how plants have evolved to cope with stresses. This report describes our improvement of our previously reported orchid virus-induced gene silencing vector, pCymMV-pro60, with a modified Gateway cloning system which requires only one recombination and can be inoculated by agroinfiltration. We cloned 1,700 DNA fragments, including 187 predicted transcription factors derived from an established expression sequence tag library of orchid, into pCymMV-Gateway. Phalaenopsis aphrodite was inoculated with these vectors that contained DNA fragments of the 187 predicted transcription factors. The viral vector initially triggered the expression of the salicylic acid (SA)-related plant defense responses and later induced silencing of the endogenous target transcription factor genes. By monitoring the expression o...
Background RNA interference (RNAi) is commonly applied in genome-scale gene functional screens. H... more Background RNA interference (RNAi) is commonly applied in genome-scale gene functional screens. However, a one-on-one RNAi analysis that targets each gene is cost-ineffective and laborious. Previous studies have indicated that siRNAs can also affect RNAs that are near-perfectly complementary, and this phenomenon has been termed an off-target effect. This phenomenon implies that it is possible to silence several genes simultaneously with a carefully designed siRNA. Results We propose a strategy that is combined with a heuristic algorithm to design suitable siRNAs that can target multiple genes and a group testing method that would reduce the number of required RNAi experiments in a large-scale RNAi analysis. To verify the efficacy of our strategy, we used the Orchid expressed sequence tag data as a case study to screen the putative transcription factors that are involved in plant disease responses. According to our computation, 94 qualified siRNAs were sufficient to examine all of th...
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