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A myb transcription factor designated MTF is disclosed that negatively regulates plant transformation susceptibility. An integrin domain-like protein (which is under negative regulation by MTF) is involved in Agrobacterium attachment to plant cells and, thus, is a positive mediator of transformation: plants over-expressing the integrin domain-like protein are more susceptible to transformation, whereas plants mutant for the integrin domain-like protein are less susceptible. Manipulation of these elements allows improved control of Agrobacterial transformation of plants, including in crops.
Agrobacterium-mediated plant transformation forms the basis for the modern agricultural biotechnology industry.
Agrobacterium tumefaciens causes the disease crown gall and genetically transforms numerous plant, fungal and animal species. Virulent Agrobacteria harbor a tumor-inducing (Ti) plasmid containing virulence (vir) genes required by the pathogen for transport of transferred (T-) DNA and virulence effector proteins to host cells. Induction of vir genes, processing of T-DNA from the Ti-plasmid, attachment of the bacteria to plants, and subsequent transfer of T-DNA and Vir proteins to host cells are complex processes. Numerous studies have elucidated the events governing these processes in the bacterium, but relatively little is known about the plant contribution to transformation.
Although Agrobacterium has a broad host range, many economically important plants remain recalcitrant to transformation. Scientists have used a variety of techniques to identify plant genes that are involved in Agrobacterium-mediated transformation. Among these, forward and reverse genetic screens revealed more than 125 Arabidopsis and tobacco genes involved in transformation. Collectively these lines, designated “rat” (resistant to Agrobacterium transformation), reflected their attenuated response to transformation. The genes identified represent steps necessary for successful transformation, including bacterial attachment/biofilm formation, T-DNA and Vir protein transfer, cytoplasmic trafficking and nuclear targeting of the Vir protein/T-DNA complex (T-complex), Vir protein removal, T-DNA integration, and transgene expression. However, none of these mutants identify genes globally affecting plant transformation susceptibility.
A myb transcription factor designated MTF is disclosed that negatively regulates plant transformation susceptibility. An integrin domain-like protein (which is under negative regulation by MTF) is involved in Agrobacterium attachment to plant cells and, thus, is a positive mediator of transformation: plants over-expressing the integrin domain-like protein are more susceptible to transformation, whereas plants mutant for the integrin domain-like protein are less susceptible. Manipulation of these elements allows improved control of Agrobacterial transformation of plants, including crops.
Agrobacterium-mediated transformation is the most widely used technique for generating transgenic plants. However, transformation remains a major limitation to enhancement of major crops through biotechnology. The first known regulator of plant transformation susceptibility is described herein. An Arabidopsis myb transcription factor (MTF) negatively regulates plant transformation susceptibility. DNA insertions in the mtf gene made Arabidopsis lines hyper-susceptible to transformation by several Agrobacterium strains. In addition, RNAi targeting of MTF in the transformation-recalcitrant Arabidopsis ecotype Bl-1 resulted in increased transformation susceptibility accompanied by increased bacterial attachment to roots.
Transcriptional profiling of wild-type and mtf mutant plants revealed down-regulation of the WRKY48 transcription factor gene in the mtf mutants. Mutation of WRKY48 resulted in hyper-susceptibility to transformation, as did over-expression of two genes that were up-regulated in the mtf mutants [At1g50060 or At5g15725]. Arabidopsis roots inoculated with Agrobacteria expressing a trans-zeatin secretion (TZS) gene showed decreased expression of MTF and a corresponding increase in transformation susceptibility.
When the Arabidopsis myb gene is overexpressed in Arabidopsis, the plants grow much larger, the roots are longer, and the leaves are darker green. This may be a useful agronomic trait if this is confirmed for crop plants grown in the field.
An integrin domain-like protein (which is under negative regulation by MTF) is involved in Agrobacterium attachment to plant cells and, thus, is a positive mediator of transformation: plants over-expressing the integrin domain-like protein are more susceptible to transformation, whereas plants mutant for the integrin domain-like protein are less susceptible. Over-expression of the At14a gene produces an integrin domain-like protein in the Arabidopsis ecotype BI-1 increased bacterial binding to roots, and also increases root transformation. This ecotype is highly recalcitrant to Agrobacterium-mediated transformation, and binds bacteria poorly to roots.
Increasing Agrobacterium-mediated transformation of recalcitrant species, and tissues of these species, is achieved by over-expressing of the At14a gene. In particular, some tissues that are easy to regenerate but difficult to transform may not bind Agrobacterium well, and over-expressing At14a may improve binding and transformation.
Myb transcription factors and integrin-like proteins, alone or in combination are useful, to achieve a desired effect on transformation by manipulating Agrobacterial transformation in a plant. For example, the integrin-like protein is designated At14a, and the myb transcription factor is MTF.
A genetic screen for Arabidopsis mutants displaying a hyper-susceptible to Agrobacterium transformation (hat) phenotype was performed. The gene disrupted in the hat3 mutant encodes a putative myb-family transcription factor (MTF) that negatively regulates susceptibility to Agrobacterium-mediated transformation.
To identify mutants with increased susceptibility to Agrobacterium-mediated transformation, ˜4000 mutagenized plants were screened from an Arabidopsis T-DNA activation-tagged library (Weigel, 2000). The mutant hat3 displayed a ˜10-fold increase in transformation susceptibility (
Homozygous mutant plants were not recoverable from self-fertilized progeny of hat3, suggesting that complete disruption of MTF may be lethal. Self-fertilization of three additional T-DNA MTF insertion mutants, SALK_072082 (mtf1), SALK_072083 (mtf1-4), and SALK_102624 (mtf3), resulted in a homozygous mutant only for mtf1-4 (previously mtf2). The insertion in mtf1-4 (previously mtf2) permitted expression of ˜85% of the MTF open reading frame, indicating that the majority of MTF protein is essential for Arabidopsis viability. Homozygous mtf1-4 (previously mtf2) plants showed an ˜11-fold increase in transformation susceptibility. Heterozygous mtf1 and mtf3 mutants displayed 4-7-fold increased transformation susceptibility (
The transformation experiments described herein were carried out using A. tumefaciens A208 that contains a nopaline-type of Ti plasmid. Commonly used Agrobacterium strains were, for example A208, A348, A281 (Zhu et al., 2003; and Nam et al., 1999). To assess whether mtf1-4 (previously mtf2) shows increased susceptibility to other A. tumefaciens strains, root transformation assays were conducted using the octopine-type strain A348 and the succinamopine-type strain A281. The mtf1-4 (previously mtf2) mutant displayed 2-3-fold increased transformation susceptibility to these strains (
Further studies used homozygous mtf1-4 (previously mtf2) plants. Ectopic expression of the MTF cDNA in mtf1-4 (previously mtf2) resulted in several transgenic lines with restored levels of wild-type susceptibility to Agrobacterium-mediated transformation (
The mtf1-4 (previously mtf2) mutant is hyper-susceptible to different strains of A. tumefaciens carrying nopaline-, octopine-, and succinomanopine-type Ti plasmids, indicating that MTF is a negative regulator of Agrobacterium-mediated transformation. Transformation recalcitrance of some Arabidopsis ecotypes results from decreased binding of Agrobacterium to roots. Other ecotypes are debilitated in T-DNA integration, a late stage of transformation (Nam et al., 1997). Reducing MTF expression in Bl-1, a highly recalcitrant ecotype, increased transformation susceptibility and bacterial attachment, highlighting the potential to increase transformation susceptibility of recalcitrant plant species by down-regulating expression of MTF orthologs.
The importance of phytohormones in increasing transformation prompted investigation of the role of cytokinins in transformation. Agrobacterium strains containing nopaline-type Ti plasmids secrete trans-zeatin, mediated by the vir region-localized gene TZS. A. tumefaciens tzs mutants are less virulent than are TZS+ strains. The presence of TZS on the bacterial surface (Aly et al, 2008) may mean that metabolites from wounded plant cells may be converted into trans-zeatin at infection sites, resulting in down-regulation of MTF and consequent increased transformation susceptibility. Indeed, exogenous application of kinetin during infection increased the susceptibility of Arabidopsis roots infected with an Agrobacterium tzs mutant (Hwang et al., 2010). Down-regulation of MTF expression by cytokinins provides a molecular explanation for the importance of TZS to Agrobacterium-mediated transformation (Zhan et al, 1990). Although influential, cytokinin signaling is not essential for Agrobacterium-mediated transformation because many virulent Agrobacterium strains do not secrete cytokinins.
Regulation of gene expression by MTF is highly specific. Fewer than 40 genes are significantly up- or down-regulated ≧1.5-fold in the mtf mutants. One of the up-regulated genes, At1g50060 encoding a basic PR1-like protein, increased transformation susceptibility when over-expressed in Arabidopsis. Unlike its acidic counterpart, PR-1, At1g50060 is not salicylic acid (SA)-responsive, pathogen-induced, nor is its expression correlated with the establishment of systemic acquired resistance (Niki et al., 1998). However, At1g50060 transcripts are negatively regulated by a variety of biotic and abiotic stresses (Zimmerman et al., 2004). Thus, At1g50060 does not encode a defense-related protein. Increased transformation susceptibility of the wrky48 mutant suggests that Agrobacterium manipulates host defense responses to its advantage. Previously Veena et al. (2003) showed that infection of plant cells by transfer-competent Agrobacterium strains suppresses host defense gene expression 30-36 h after infection, although these genes are induced as early as 3-12 h after infection (Veena et al., 2003). MTF is a specific regulator of plant susceptibility to Agrobacterium as evidenced by lack of increased susceptibility to A. brassicicola and P. syringae. Increased resistance of the mtf mutant to Botrytis is likely due to downstream responses to decreased MTF expression.
In conclusion, MTF was identified as the first known regulator of plant susceptibility to Agrobacterium-mediated transformation. MTF regulates at least three genes independently capable of increasing transformation susceptibility. MTF also affects Agrobacterium binding to roots and integrates cytokinin secretion by Agrobacterium with transformation susceptibility. These findings pave the way for identifying orthologs of MTF in transformation-recalcitrant plant species and manipulating these genes to increase transformation efficiency of economically important crops.
Examples are provided for illustrative purposes and are not intended to limit the scope of the disclosure.
The hat3 and mtf1-4 (previously mtf2) mutants are in the Columbia background, an ecotype relatively amenable to root transformation. Arabidopsis ecotype Bl-1 is highly recalcitrant to root transformation (Nam et al., 1997), but can be transformed using a floral dip method (Mysore et al., 2000). MTF genes of ecotypes Columbia and Bl-1 are identical. An RNAi expression construction targeting MTF transcripts was introduced into ecotype Bl-1 and the derived transgenic lines were screened for root transformation susceptibility. Eight of the 10 tested T1 generation transgenic plants exhibited increased susceptibility (
Earlier studies indicated that roots of ecotype Bl-1 do not bind Agrobacteria well. A. tumefaciens expressing GFP showed increased bacterial attachment in the high-transforming transgenic Bl-1 RNAi lines 2 and 9 compared to that of the low-transforming line 10, the empty RNAi vector line, and wild-type Bl-1 (
Chateau et al. (2000) reported that phytohormone preincubation of Arabidopsis petioles increases transformation susceptibility, and hormone pre-treatment is part of the protocol to generate transgenic Arabidopsis plants from roots (Valvekens et al., 1988). Because phytohormone pretreatment of Arabidopsis root segments may enhance transformation susceptibility, which may be important in light of the fact that nopaline-type Agrobacterium strains express a trans-zeatin secretion (TZS) gene, and thus secrete cytokinins into the medium.
Root segments from five transformation-recalcitrant Arabidopsis ecotypes (Bl-1, Bla-2, Cal-0, Dijon-G, and Petergof) and a transformation-susceptible ecotype (Ws-2) were incubated on callus inducing medium (CIM) containing phytohormones prior to infection by Agrobacterium and scored for transformation susceptibility. All ecotypes displayed increased transformation susceptibility after one day of phytohormone pre-treatment (
Whether phytohormone pre-treatment of Arabidopsis roots enhances the frequency of transient transformation was investigated, a process that does not require T-DNA integration into the plant genome. β-glucuronidase (GUS) activity, resulting from the transfer of a gusA-intron gene from Agrobacterium to plants, is a standard assay for transient transformation (Narasimhulu et al., 1996). Hormone pre-treatment of roots also increased transient transformation (
Ti-plasmids of some nopaline-type Agrobacterium strains carry a TZS gene that directs synthesis and secretion of cytokinins (Regier et al., 1982; Beaty et al., 1986; and Powell et al., 1988). TZS promotes transformation both by nopaline-type A. tumefaciens strains and, when transferred to strain 1855, A. rhizogenes strains. A. tumefaciens strains harboring nopaline-type Ti plasmids secrete trans-zeatin or trans-zeatin ribosides into the medium in amounts >1 μg/L (Claeys et al., 1978; McCloskey et al, 1980).
Tumorigenesis assays were conducted on Arabidopsis roots infected with the TZS+ strain A. tumefaciens NT1RE(pJK270) and the tzs frameshift mutant NT1RE(pJK270tzs-fs). Arabidopsis root segments infected with the tzs mutant developed fewer tumors than did roots infected with the wild-type strain (
Decreased MTF transcript levels in roots co-cultivated with TZS+ A. tumefaciens suggests an early involvement of trans-zeatin and MTF in transformation. To determine in which root tissues this decrease in MTF expression was most pronounced, transgenic Arabidopsis lines expressing EYFP under control of the MTF promoter were generated. MTF promoter activity was constitutive in all examined plant tissues (
MiaA Encodes an tRNA-Isopentenyltransferase that isopentenylates adenine residues in tRNAs. Breakdown of tRNAs can release isopentenyladenine, a cytokinin. When Arabidopsis root segments are inoculated with Agrobacteria that contain a wild-type MIAA gene, the accumulation of MTF transcripts is repressed (
To determine whether exogenous application of trans-zeatin to roots could influence transformation susceptibility, Arabidopsis roots were incubated on medium containing trans-zeatin and they were infected with A. tumefaciens A348 or A281. Neither of these strains harbors TZS. Trans-zeatin concentrations representing the range secreted by nopaline-type A. tumefaciens strains were used. Trans-zeatin treatment of Col-0 roots resulted in a 4-8-fold increase in transformation efficiency by these A. tumefaciens strains. Ecotype Bl-1 roots infected with these strains showed a 2-3-fold increase in susceptibility (
The Arabidopsis ATH1 Genome Arrays were used to identify genes whose expression is altered in wild-type, heterozygous hat3, and homozygous mtf1-4 (previously mtf2) Arabidopsis roots. A total of 39 genes exhibited statistically significant differential expression between both mtf mutants and the wild-type, and had a difference greater than 1.5-fold (Table 1). Of these, 23 genes were commonly up-regulated and 16 genes were commonly down-regulated in both mtf mutants compared to the wild-type. These results were validated using RT-PCR (
At5g15725 is annotated as an unknown protein (Tair; http://www.arabidopsis.org/). Arabidopsis root segments were infected with A. tumefaciens strains A348, A208, or A281. Expression of At5g15725 was up-regulated by all three strains; however, the highest transcript levels were found after infection by the TZS-producing strain A208 (
To assess the effect of genes down-regulated by MTF, roots of independent T-DNA insertion mutants in At5g49520 (wrky48), At3g56710 (sigA), At4g25470 (dreb1c), At5g39670 (cbp1) and At2g43290 (mss3) were assayed. The wrky48 mutant exhibited a mild hat phenotype (
A question was whether mtf1-4(previously mtf2) plants showed altered susceptibility to other pathogens. Col-0 and mtf1-4 (previously mtf2) plants showed similar symptoms when infected with the necrotrophic fungus Alternaria brassicicola, and the virulent DC3000 or the non-pathogenic hrcC− mutant strain of Pseudomonas syringae pv. tomato (
An Arabidopsis myb transcription factor (MTF) was identified which is a negative regulator of plant susceptibility to Agrobacterium-mediated transformation. Decreased expression of MTF results in a 10- to 15-fold increase in transformation frequency of the Arabidopsis ecotype Columbia (Col). Increased transformation susceptibility correlates with an increase in binding of Agrobacteria to the plant surface. This binding is mediated by an integrin-like protein. MTF expression is negatively regulated by cytokinins secreted by Agrobacterium cells, mediated by miaA and/or tzs.
mtf RNAi plants were generated in the transformation-recalcitrant ecotype BI-1 and transformation susceptibility was determined.
MTF orthologs were identified from crop species.
Using a bioinformatic approach i.e. “masking” the central myb DNA binding domain of MTF, and searching for proteins homologous to the N- and C-terminal regions of MTF, the correct myb orthology was verified by introducing the cDNA of an ortholog into the Arabidopsis mtf1-4 (previously mtf2) mutant and assaying for decreased transformation susceptibility.
MTF ortholog expression is identified in crop species using RNAi (or TILLING (Targeting Induced Local Lesion in Genomes)) and testing transformation susceptibility.
Results showed the following:
1. Decreased expression of MTF in A. thaliana ecotype Bl-1 results in increased Agrobacterium attachment and transformation susceptibility.
2. MTF orthologs were identified from rice and three Brassica species. The identity of these orthologs was confirmed by functional complementation of the Arabidopsis mtf1-4 (previously mtf2) mutant.
3. Decreased expression of the rice MTF ortholog by RNAi results in increased rice transformation susceptibility.
Expression of the Brassica MTF orthologs are determined in their native species and the resulting plants are assayed for increased transformation susceptibility.
Expression of the rice MTF ortholog is decreased in transformation-recalcitrant japonica and indicia lines and the resulting plants are assayed for increased transformation susceptibility.
A transient RNAi system, delivered by Agrobacterium, silences crop MTF orthologs while simultaneously delivering genes of interest to these species.
MTF orthologs from soybean and wheat were identified and are silenced. Putative orthologs were identified using bioinformatics. (using BLAST® (Basic Local Alignment Search Tool))
Over-expression of the At14a gene in the Arabidopsis ecotype BI-1 increased bacterial binding to roots, and also increases root transformation. This ecotype is highly recalcitrant to Agrobacterium-mediated transformation, and binds bacteria poorly to roots.
Increasing Agrobacterium-mediated transformation of recalcitrant species, and tissues of these species, is achieved by over-expressing of the At14a gene. In particular, some tissues that are easy to regenerate but difficult to transform may not bind Agrobacterium well, and over-expressing At14a may improve binding and transformation.
A. tumefaciens was cultured in Yeast Extract-Peptone medium (Lichtenstein et al., 1986) containing the appropriate antibiotics. Root transformation assays were carried out as previously described by Nam et al. with minor modifications (Tenea et al., 2009). MS basal medium lacking phytohormones was used to select for tumors. GUS activity assays were carried out after infection of root segments with A. tumefaciens At849 (Narasimhulu et al., 1996) for 4-6 d, using X-gluc (Jefferson et al., 1987). Detailed procedures for identifying and screening Arabidopsis mutants, generating transgenic plants, quantitative real-time RT-PCR, bacterial attachment assays, phytohormone treatment of plant roots, microarray experiments, and infection of plants with pathogenic microbes are available in the Methods.
A. tumefaciens was cultured in Yeast Extract-Peptone medium containing appropriate antibiotics. Root transformation assays were carried out as previously described with minor modifications. MS basal medium lacking phytohormones was used to select for tumors. GUS activity assays were carried out after infection of root segments with A. tumefaciens At849 for 4-6 d, using X-gluc.
˜4000 mutagenized plants from an activation-tagged library were screened at low Agrobacterium inoculation densities (105 and 106 cfu/mL) for increased root transformation. TAIL-PCR was utilized to identify the T-DNA/plant junction from hat3. Primers for TAIL-PCR are listed in Table 2.
Seeds of the T-DNA insertion MTF mutants SALK_072082 (mtf1), SALK_072083 (mtf1-4) (previously mtf2), and SALK_102624 (mtf3) (Alonso et al., 2003) were obtained from the Arabidopsis Biological Resource Center (Columbus, Ohio). The mutants were genotyped using primers listed in Table 2.
MTF cDNA was synthesized from 1-2 μg RNA using oligo(dT) and the SuperscriptIII First Strand Synthesis System for RT-PCR™ (Invitrogen, Carlsbad, Calif.), following the manufacturer's protocol. Primer sequences are listed in Table 2. The polymerase chain reaction (PCR) was conducted using PfuTurbo DNA polymerase (Stratagene, La Jolla, Calif.) and 200 ng of Arabidopsis Columbia root cDNA. PCR products were cloned into the SmaI site of pBluescript II SK+ (Stratagene). MTF cDNA was excised using XhoI and SpeI and cloned into the binary vector pE1775 (Lee et al., 2007). The resulting construction, pE3263, was introduced into A. tumefaciens GV3101 by electroporation and used for floral dip transformation (Clough and Bent, 1998) of the mutant mtf1-4. Transgenic plants were selected on B5 medium containing 20 μg/mL hygromycin.
Real-time RT-PCR was carried out using total RNA isolated in triplicate from roots of plants grown in liquid B5 medium. PCR was performed in triplicate on an ABI Prism 7500 Sequence Detection System (Applied Biosystems, Foster City, Calif.). Expression levels were calculated by the relative standard curve method (Applied Biosystems) for all transcripts except ORA59, where the comparative cycle threshold method (Applied Biosystems) was used, and normalized to Actin2 transcript levels. Transcript levels of genes identified in microarray experiments were validated by RT-PCR. The list of primers is given in Table 2.
MTF-RNAi lines were generated using pFGC1008 (GenBank Accession AY310333). The RNAi construct (pE3387) contained a ˜400 bp cDNA fragment of MTF amplified using primers listed in Table 2. The MTF fragment was oriented as an inverted repeat with each repeat separated by a fragment from the gusA gene. RNAi lines, in ecotype Bl-1, were produced by floral-dip transformation using A. tumefaciens GV3101. Transgenic plants were selected on B5 medium containing hygromycin.
Root segments of Arabidopsis Bl-1 and MTF-RNAi lines were incubated with A. tumefaciens A208 containing pJZ383 (Ptac::GFP). Root segments were co-cultivated with 105 cfu/mL (ecotype Columbia) or 108 cfu/mL (ecotype Bl-1) for 24 h in B5 minimal medium. Root segments were rinsed and visualized by epifluorescence microscopy.
˜1.2 kb of the MTF promoter was amplified using a forward primer incorporating an AgeI restriction site at the 5′ end and a reverse primer incorporating the sequence for the first ten amino acids of MTF and a BamHI restriction site. Primers are listed in Table 2. The amplification product was cloned into the SmaI site of pBluescriptII SK+. The MTF promoter was excised using AgeI and BamHI and cloned into these sites of pSAT6-EYFP-N146 as a translational fusion with EYFP. The expression cassette was cloned as a PI-PspI fragment into pPZP-RCS2 (Tzfira et al., 2005). The resulting plasmid was transformed into A. tumefaciens GV3101 and used for floral-dip transformation of Arabidopsis Col-0. Transgenic plants were selected on B5 medium supplemented with hygromycin.
Plants of Arabidopsis ecotypes Ws-2, Bl-1, Bla-2, Cal-0, Dijon-G, and Petergof were grown as described by Nam et al. and roots were excised and incubated on CIM for 0, 1, or 3 days prior to cutting into segments and infection with A. tumefaciens A208 for tumorigenesis assays or strain At849 for transient GUS expression assays.
For assessing the effect of cytokinins on MTF transcript levels and transformation, root segments from Arabidopsis Col-0 or Bl-1 were incubated on MS medium supplemented with 0, 1.4 or 14 μM trans-zeatin, and co-cultivated with either A. tumefaciens A348 or A281 for 48 h. Roots were infected with bacteria at 106 cfu/mL (Col-0) or 108 cfu/mL (Bl-1). Following infection, root segments were either transferred to MS basal medium containing 100 μg/mL Timentin and incubated for 4-5 weeks before recording the percentage of root segments developing tumors, or used for RNA isolation.
Agrobacterium attachment assays were conducted as described herein. Col-0 and Bl-1 root segments were co-cultivated with A281 at 106 or 108 cfu/mL, respectively, for 24 h in the presence or absence of 1.4 μM trans-zeatin.
Surface-sterilized seeds of wild-type, hat3, and mtf1-4 (previously mtf2) were germinated in B5 medium and seedlings grown for 2-weeks at 23° C. under a 16 h light/8 h dark photoperiod. Three biological replicates, each consisting of twenty seedlings of each line transferred to liquid B5 medium, were grown for 12 days. Roots were frozen in liquid N2. RNA was isolated using Trizol reagent (Invitrogen). Microarray experiments were performed according to the Affymetrix GeneChip Expression Analysis Manual (http://www.affymetrix.com) using Arabidopsis ATH1 Genome Arrays (Affymetrix) at the Purdue University Genomics Center. GeneChip operating software was used to produce CEL files containing raw probe intensities for the arrays. Data from these files were read with “Biobase” and “affy” packages in R/Bioconductor (Gentleman et al., 2004) for analysis of genomic data. A background correction was performed on the perfect match intensities to make signals from different chips comparable. A robust local regression was employed to normalize background corrected data. An analysis of variance (ANOVA) method was employed as previously described by Chu et al., 2002, to detect probe sets which are differentially expressed between two lines using the natural log of the background corrected, normalized data as the gene expression level. To determine whether there was a statistically significant difference between two lines, it was sufficient to test whether the line effect was different from zero. This ANOVA model was performed for Col vs hat3, Col vs mtf1-4 (previously mtf2), and mtf1-4 vs hat3. Both the false discovery rate (FDR) approach (Benjamini et al., 1995) and Holm's sequential Bonferroni correction procedure (Holm, 1979) were used to adjust for multiple testing, with a significance level a of 0.05.
cDNAs of At2g40960, At1g50060, At5g46295, and At5g15725 were amplified using primers containing KpnI and SacI sites, and cloned into the SmaI site of pBluescriptII SK+. The primers used for amplification are listed in Table 2. DNA was digested with KpnI and SacI and cloned into pE1775 (Lee et al., 2007). The resulting constructs were introduced into A. tumefaciens GV3101 by electroporation and used for floral-dip transformation of Arabidopsis Col-0. Transgenic plants were selected on B5 medium supplemented with hygromycin.
Fungal and bacterial cultures were maintained and disease assays performed as previously described by Mengiste et al., 2003. Botrytis cinerea strain B05-10 spores were harvested 10 days after initiating culture and re-suspended in 1% Sabouraud Maltose Broth (SMB) media (DIFCO, Sparks, Md.) at a concentration of 2.5×105 spores/mL for spray- and drop-inoculation of whole plants. Alternaria brassicicola spores were harvested and re-suspended in distilled water at a concentration of 5×105 spores/ml for drop-inoculation of detached leaves. Disease assays with Pseudomonas syringae pv. tomato DC3000 and hrcC were done as described.
These publications are incorporated by reference to the extent they relate materials and methods disclosed herein.
This application is a Divisional of co-pending U.S. application Ser. No. 13/884,480, filed May 9, 2013, which is a U.S. nationalization under 35 U.S.C. §371 of International Application No. PCT/US2011/059944, filed Nov. 9, 2011, which claims the benefit of priority under 35 U.S.C. §119(e) to U.S. provisional application No. 61/412,684, filed Nov. 11, 2010, and 61/552,127, filed Oct. 27, 2011. The disclosures of the referenced applications are incorporated herein by reference in their entireties.
Number | Date | Country | |
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61552127 | Oct 2011 | US | |
61412684 | Nov 2010 | US |
Number | Date | Country | |
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Parent | 13884480 | May 2013 | US |
Child | 15004227 | US |