WO2014019928A1 - Tandem chromatin affinity purification in plant cell suspension cultures for identification of transcription factor target genes - Google Patents
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Definitions
- the present invention relates to the identification of target genes of transcription factors in plants. More specifically, it relates to a combination of chromatin immunoprecipitation with Tandem affinity purification, applied to plant cells.
- TFs transcription factors
- ChIP chromatin immunoprecipitation
- DNA binding protein complexes are reversibly crosslinked with formaldehyde, the chromatin is fragmented, and the DNA fraction that interacts with the TF of interest is isolated by immunoprecipitation with a specific antibody.
- DNA sequences associated with the precipitated protein can be identified by hybridization to tiling arrays (ChlP- chip) or by direct high-throughput sequencing (ChlP-seq) (Kim and Ren 2006; Park 2009).
- a first aspect of the invention is a method for isolating target genes for transcription factors in plants, comprising (1 ) transforming a plant cell with an expression vector comprising a transcription factor fused to at least two tags (2) expressing said transcription factor in the plant cell (3) crosslinking the proteins with the DNA (4) extracting the proteins and chromatin from the cell (5) fragmenting the chromatin (6) purifying the chromatin-protein complex using affinity binding towards the first tag and (7) purifying the fraction comprising the first tag using affinity binding towards the second tag.
- a "tag” as used here is a peptide or polypeptide that can bind another compound in a specific way; said compound can be any inorganic or organic chemical compound, including but not limited to a metal or another peptide or polypeptide.
- Tags are known to the person skilled in the art, and include but are not limited to a polyhistidine tag, FLAG tag, HA tag, MYC tag, EPAE tag, GST tag, and biotin tag.
- at least one of the tags is selected from the group consisting of a polyhistidine tag and a biotine tag. Even more preferably, one tag is a polyhistidine tag and one tag is a biotine tag.
- the tags are comprised in a polyhistidine- biotin-polyhistidine construct.
- the fusion of the tags to the transcription factor may be in any way known to the person skilled in the art, at the carboxyterminal end, at the aminoterminal end, or internally, as long as the transcription factor is still capable of binding its target DNA.
- Tag may be fused in tandem, or may be separated by non-tag sequences.
- an "affinity binding” as used here is any kind of specific binding, including, but not limited to antigen-antibody binding, or protein-chemical compound binding.
- the affinity binding is carried out by using a binding compound linked to a carrier, such as, but not limited to a nitrocellulose membrane, a resin, a sepharose bead or an agarose gel.
- a binding compound linked to a carrier such as, but not limited to a nitrocellulose membrane, a resin, a sepharose bead or an agarose gel.
- said affinity binding is selected from the group consisting of a nickel chelating carrier and a streptavidine carrier.
- said affinity binding is selected from the group consisting of a Ni- NTA resin and Streptavidin sepharose beads.
- one affinity binding is carried out with a Ni-NTA resin and the other with Streptavidin sepharose beads.
- FIG. 1 E2Fa-HBH expression and biotinylation analysis.
- A E2Fa-HBH protein expression analysis. Immunoblot analysis of wild-type (PSB-D) and E2Fa-HBH overexpressing cell suspension cultures using anti-E2Fa, anti-His antibodies and a Strep-HRP conjugate. The arrowhead indicates the endogenous E2Fa and the asterisk the ectopic E2Fa-HBH detected with the anti-E2Fa antibody.
- S E2Fa-HBH in vivo biotinylation efficiency. Western blotting with an anti-His antibody to monitor binding of E2Fa-HBH to Streptavidin Sepharose beads. Information on the percentage of input and the estimation of the bead bound amount is indicated.
- FIG. 1 Comparison of different chromatin isolation methods.
- ⁇ A E2Fa-HBH protein purification efficiency. Immunoblot analysis using an anti-His antibody to evaluate the ChIP, ChAP and TChAP E2Fa-HBH protein purification yields. Information on the percentage of input and the estimation of the purification efficiency is given.
- S ChIP, ChAP and TChAP DNA qPCR analysis. Association of E2Fa with the proximal promoters of negative control genes CDKA;1 and UBQ10 and of the well established E2Fa target genes, ORC1b, CTF18 and ETG1, was quantified by qPCR. The enrichment of E2Fa binding was normalized against the input DNA.
- FIG. 1 ChIP, ChAP and TChAP E2Fa majority genes.
- A Venn diagrams showing overlap among all, the E2Fa regulated and the E2F motif majority genes identified through ChIP-, ChAP- and TChAP-seq.
- S Examples of known E2Fa binding sites identified in the ChIP-, ChAP- and TChAP-seq data. Visual representation is organized in four tracks. Gene structure is indicated with cyan rectangles. The normalized coverage for each of the strategies is displayed as a bar chart around a central axis with coverage on the forward and reverse shown in green (up) and blue (down), respectively. Total coverage is indicated in yellow. The coverage scale is the same for all three protocols and each track has been normalized for total coverage in that protocol, allowing direct comparison.
- C Frequency of E2Fa regulated or E2F motif genes among the ChIP, ChAP and TChAP identified majority peaks. Peaks are sorted based on descending MACS confidence peak score. The grey lines depict the random occurrence of an E2Fa regulated gene in the Arabidopsis genome and the expected frequency of E2F motif genes based on randomized peak sequences, respectively.
- FIG. 4 E2Fa TChAP-seq data analysis.
- A Distribution of E2Fa binding sites in the Arabidopsis genome.
- S Venn diagram showing the overlap of the TChAP E2Fa bound genes with E2Fa regulated genes and genes containing an E2F motif in their 1 -kb promoter.
- C Overlap of TChAP E2Fa genes with RBR (Gutzat et al. 201 1 ) and E2Fa (Naouar et al. 2009) regulated genes.
- D Enrichment analysis of the TChAP data for DNA repair, cell cycle, cell cycle periodic, G1/S-, and G2/M-phase expressed genes.
- the HBH tag sequence was amplified by PCR using the pFA6HBH-KanMX6 plasmid as template (Tagwerker et al. 2006) and cloned into the pDONRP2RP3 ENTRY vector by a BP recombination reaction according to the manufacturer's instructions (Invitrogen).
- the P35S:£2Fa-/-/S/-/-containing plant transformation vector was obtained by a Multisite Gateway LR reaction between pEntryl_4R1-P35S, pEntryl_1 L2-E2Fa, and pEntryR2L3-HBH and the destination vector pK7GW43D (Van Leene et al. 2007).
- the construct was transferred into the
- Agrobacterium tumefaciens C58C1 Rif strain harboring plasmid pMP90 for transformation of Arabidopsis cell suspension cultures Maintenance and stable transformation of Arabidopsis thaliana PSB-D cell suspension cultures was done according to Van Leene et al. (2007).
- Arabidopsis thaliana (L.) Heyhn. (ecotype Columbia-0) plants were grown under long-day conditions (16 h of light and 8 h of darkness) at 22°C on 0.5x Murashige and Skoog (MS) agar plates (Valvekens et al. 1988).
- the E2Fa-DPa overexpressing plants have been described previously (De Veylder et al. 2002).
- Two-day-old PSB-D cell suspension cultures were harvested, used immediately or snap-frozen in liquid nitrogen, and stored at -70°C. Proteins were extracted after grinding in liquid nitrogen in homogenization buffer (25 mM Tris-CI, pH 7.6, 75 mM NaCI, 15 mM MgCI 2 , 15 mM EGTA, 15 mM p-nitrophenylphosphate, 60 mM ⁇ -glycerophosphate, 1 mM DTT, 0.1 % Nonidet P-40, 0.1 mM Na 3 V0 4 , 1 mM NaF, and protease inhibitor cocktail P9599 (Sigma-Aldrich)).
- homogenization buffer 25 mM Tris-CI, pH 7.6, 75 mM NaCI, 15 mM MgCI 2 , 15 mM EGTA, 15 mM p-nitrophenylphosphate, 60 mM ⁇ -glycerophosphate, 1 mM DTT, 0.1 % Non
- Proteins were separated by 10% SDS-PAGE and blotted onto Immobilon-P membranes (Millipore, Bedford, MA). Filters were blocked in 3% (v/v) milk powder in 25 mM Tris-CI (pH 8), 150 mM NaCI, 0.05% Tween 20 for at least 1 h at room temperature and incubated overnight at 4°C with E2Fa (1/2500) (Takahashi et al. 2008), His (1/2000)(Qiagen), or Streptavidin-HRP (1/4000) (Amersham Biosciences) antibody in blocking buffer.
- Antigen-antibody complexes were detected with horseradish peroxidase-conjugated IgG diluted 1/10000 (Amersham Biosciences) with a chemiluminescence system (Perkin Elmer, Norwalk, CT). Purification efficiency or bait recovery was estimated from western blot signal intensities using the Biorad Image Lab 3.0 software.
- Chromatin immunoprecipitation ChIP
- Chromatin affinity purification ChAP
- TChAP tandem chromatin affinity purification
- the harvested material was ground in liquid nitrogen and solubilized in NLB buffer (50 mM HEPES pH 7.5, 150 mM NaCI, 0.5 mM EDTA, 1 % Triton X-100, 0.1 % sodium deoxycholate, 0.1 % SDS, 1 ⁇ g/ml pepstatin A, 1 ⁇ g/ml aprotinin, 1 ⁇ g/ml leupeptin, 1 mM PMSF) with an Ultra-Turrax T25 mixer. Chromatin was fragmented on ice with a probe sonicator to obtain ⁇ 200-800-bp fragments. After sonication, the suspension was centrifuged twice for 20 minutes at 16000 rpm, the protein concentration was determined by using the Bio-Rad protein assay kit, and the extract was used for chromatin precipitation.
- NLB buffer 50 mM HEPES pH 7.5, 150 mM NaCI, 0.5 mM EDTA, 1 % Triton
- extract containing 200 mg protein was precleared with 100 ⁇ salmon sperm DNA/protein A agarose beads (Millipore) for 1 h.
- the precleared supernatant was incubated overnight with 12 ⁇ anti-E2Fa-antibody (Takahashi et al. 2008) or no antibody (control). Afterwards, the supernatant was mixed with 100 ⁇ salmon sperm DNA/protein A agarose beads and incubated for 3 h on a rotating wheel.
- the beads were washed with 10 ml NLB buffer, 1 ml low salt buffer (20 mM TrisCI pH 8, 150 mM NaCI, 2 mM EDTA, 1 % Triton X-100, 0.1 % SDS), 1 ml high salt buffer (20 mM TrisCI pH 8, 500 mM NaCI, 2 mM EDTA, 1 % Triton X-100, 0.1 % SDS), and 1 ml LiCI buffer (10 mM TrisCI pH8, 0.25 M LiCI, 1 mM EDTA, 1 % sodium deoxycholate, 1 % NP-40).
- ChAP wild-type and E2Fa-HBH overexpressing extract containing 200 mg protein was adjusted to 10 mM imidazole and incubated overnight on a rotating wheel with 100 ⁇ Streptavidin Sepharose (GE Healthcare). Beads were washed with 10 ml NLB + 10 mM imidazol and three times with 1 ml NLB containing 750 mM NaCI and increasing SDS concentrations (0.1 %, 0.5% and 1 %).
- TChAP extract containing 200 mg protein was adjusted to 10 mM imidazole and incubated overnight on a rotating wheel with 300 ⁇ Ni-NTA Superflow (Qiagen).
- the NiNTA resin was washed three times with 10 ml NLB + 10 mM imidazole and complexes were eluted with two times 1 .5 ml NLB + 150 mM imidazole.
- the eluates from three NiNTA purifications were pooled on 100 ⁇ Streptavidin Sepharose.
- Streptavidin Sepharose beads were washed with 10 ml NLB + 10 mM imidazol and three times with 1 ml NLB containing 750 mM NaCI and increasing SDS concentrations (0.1 %, 0.5% and 1 %).
- ChIP, ChAP and TChAP beads were washed with 15 ml TE buffer (10 mM TrisCI pH8, 500 mM NaCI, 1 mM EDTA) and the bound E2Fa-DNA complexes eluted and reverse crosslinked by incubation overnight at 65°C on a rotating wheel in 1 ml 10 mM TrisCI pH8, 1 mM EDTA, 0.5 M NaCI, 1 % SDS + 0.5 ⁇ RNAse A (100 mg/ml).
- TE buffer 10 mM TrisCI pH8, 500 mM NaCI, 1 mM EDTA
- E2Fa-DNA complexes eluted and reverse crosslinked by incubation overnight at 65°C on a rotating wheel in 1 ml 10 mM TrisCI pH8, 1 mM EDTA, 0.5 M NaCI, 1 % SDS + 0.5 ⁇ RNAse A (100 mg/ml).
- ChIP DNA was end-repaired and A-tailed as described in the lllumina ChlP-seq standard protocol. It was then ligated to customized adapters, which contain a 5-base barcode, before the final library was obtained by PCR amplification with the standard lllumina primers. The library was verified by cloning and sequencing of a few constructs, then quantified by Qubit (Invitrogen). The run was performed for 38 cycles on an lllumina Genome Analyzer llx using 10 pM final concentration of DNA. The sample sequences are attributed to each sample according to their bar code (first 5 bases) with one mismatch allowed.
- the selected reads in the datasets are screened for shared read (attributed to both samples at first). They are then removed from both datasets. Therefore, the datasets provided contain only sequences attributed without ambiguity to only one sample.
- Peak calling was performed using MACS (Zhang et al. 2008) with default setting, except the MFOLD parameter, which was lowered to 6, and the effective genome size, which was set to 90 Mb.
- the MACS confidence value is defined as -10 * log10(p-value).
- Sub-sampling was done without replacement from the set of reads uniquely mapping to the five chromosomes.
- the target ratio between IP and control reads is 3:1 .
- the ratio 3:1 was derived as the closest ratio to all of the complete sequencing sets.
- the datasets were downsampled to 600,000 reads total (150,000 control reads, 450,000 IP reads) to accommodate the smallest dataset.
- Peak annotation was performed by overlapping the peak summits reported by MACS with the TAIR9 annotation. To define majority genes, the peak annotations from the different sub-samples were combined and only those genes, together with their maximum peak score, recovered in 50% or more of the samples were retained. E2F motif analysis was performed with dna-pattern using the motif consensus sequence TTTSSCGC (SEQ ID NO: 1 ) defined by Naouar et al. (2009).
- 9287 genes contained an E2F motif (TTTSSCGC) in their 1-kb promoter region (Figure 4).
- TTTSSCGC 1-kb promoter region
- Figure 4 To calculate the E2F motif enrichment in the E2Fa bound regions ( Figure 3), the background motif frequency (4.34%) was estimated using reshuffled sequences with the same length and nucleotide composition as the bound regions defined by MACS.
- qPCR experiments were performed on total, ChIP, ChAP and TChAP isolated genomic DNA from wild-type and E2Fa-HBH overexpressing PSB-D cultures. qPCR experiments were done as technical triplicates on equal concentrations of input, ChIP, ChAP or TChAP DNA using the Roche LightCycler 480 system and the LC480 SYBR Green I Master kit (Roche Diagnostics). Primers used for PCR amplification were designed surrounding the position of maximum height in the corresponding peak (i.e., the peak center) identified in the sequencing experiments, using Primer-BLAST (http://www.ncbi.nlm.nih.gov/tools/primer-blast ). Normalization of enrichment relative to total input DNA was calculated as 2 (Ct(input) - ct(purified)) .
- Example 1 Establishment of tandem chromatin affinity purification (TChAP) in Arabidopsis cell suspension cultures
- ChIP Chromatin affinity purification
- TChAP tandem chromatin affinity purification
- E2Fa-HBH expression in transgenic lines was determined by protein blot analysis with both an anti-His and an anti-E2Fa antibody (Takahashi et al. 2008)(Fig. 1A). Despite constitutive overexpression, E2Fa-HBH protein accumulation was close to the endogenous E2Fa protein level (Fig. 1A).
- Crosslinking stringency was evaluated to ensure good extraction and isolation of TF-DNA complexes; the suitable sonication condition was determined to obtain fragment lengths between 200-800 bp; and a purification strategy was set up to obtain a purification efficiency comparable with that of traditional TAP purifications, resulting in an E2Fa-HBH protein bait recovery of 2-5% (Fig. 2A).
- TChAP was performed by combining the HBH purification method of Tardiff et al. (2007) with ChIP protocol de-crosslinking, de-proteinization and DNA purification (Kim et al. 2008). Briefly, E2Fa-HBH and its crosslinked proteins and DNA were first bound on NiNTA beads, specifically eluted with imidazole, and then bound to Streptavidin Sepharose under high stringency conditions. E2Fa-HBH-DNA complexes were subsequently eluted and reverse crosslinked and the DNA was purified.
- TChAP procedure occurred by analyzing the TChAP DNA sample by quantitative PCR.
- the proximal promoters of the well known E2Fa target genes ORC1b, CTF18 and ETG1 were found to be highly enriched in comparison with the promoter regions of the control genes CDKA;1 and UBQ10 (Fig. 2B), illustrating the suitability of our TChAP approach for the isolation and identification of TF-DNA binding sites.
- ChIP and single chromatin affinity purification (ChAP) reactions on the E2Fa-HBH expressing Arabidopsis cell suspension culture.
- ChIP and single chromatin affinity purification (ChAP) reactions were performed, in parallel, ChIP and single chromatin affinity purification (ChAP) reactions on the E2Fa-HBH expressing Arabidopsis cell suspension culture.
- ChAP single chromatin affinity purification
- E2Fa-HBH enriched binding sites were identified with the MACS peak calling tool (Zhang et al. 2008). To eliminate possible bias in peak calling outcome caused by the variable amounts of read data of the different samples, we used a random sub-sampling strategy, fixing the number of reads in the datasets and repeating the peak calling analyses 100 times, to establish the stability of the peak calling algorithm in detecting the same enriched locations. Starting with the same number of reads (see Methods) 4161 , 2221 and 8365 enriched regions were identified and linked to nearest neighbor/closest annotated genes for ChIP, ChAP and TChAP, respectively (Table 1 ).
- TOP200 The top 200 genes identified by ChIP, ChAP and TChAP of E2Fa-HBH display very big overlap (Figure 5).
- Comparison with previous datasets obtained by transcriptome and cis-regulatory element analysis (Vandepoele et al. 2005; Naouar et al. 2009) demonstrates high enrichments for E2Fa regulated genes and genes containing an E2F motif in the bound regions (E2F motif genes). Together, the high overlap and enrichments support the correctness of the datasets and prove the quality of the three different chromatin isolation methods used (Figure 5).
- ChAP and TChAP majority genes 98% (410/415) ChIP and 78% (724/921 ) ChAP genes are also present in the TChAP majority dataset (Fig. 3A). However, 1779 genes (68%) of the much larger group of TChAP majority genes is unique. The average confidence level (MACS scores) of this specific group of genes is higher than those of respectively all and common identified ChIP or ChAP genes, suggesting that the unique TChAP genes are bona fide E2Fa bound genes that are missed by ChIP and ChAP because of the lower specificity of these methods. Comparison of the read coverage between the methods, as visualized by GenomeView (Abeel et al.
- GenomeView a next- generation genome browser. Nucleic Acids Res 40(2): e12.
- Affymetrix Tiling 1.0R arrays identifies new E2F target genes. Plant J 57(1 ): 184-194. Park PJ. 2009. ChlP-seq: advantages and challenges of a maturing technology. Nat Rev
- PLAZA a comparative genomics resource to study gene and genome evolution in plants. Plant Cell 21 (12): 3718-3731 .
- Valvekens D Montagu MV, Van Lijsebettens M. 1988. Agrobacterium tumefaciens-medlated transformation of Arabidopsis thaliana root explants by using kanamycin selection.
- Vandepoele K Vlieghe K, Florquin K, Hennig L, Beemster GTS, Gruissem W, Van de Peer Y,
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Description
Tandem chromatin affinity purification in plant cell suspension cultures for identification of transcription factor target genes
The present invention relates to the identification of target genes of transcription factors in plants. More specifically, it relates to a combination of chromatin immunoprecipitation with Tandem affinity purification, applied to plant cells.
Regulation of gene expression plays an important role in a variety of biological processes such as growth, development and responses to environmental stimuli. Many regulatory genes encode transcription factors (TFs), which modulate gene expression by binding to regulatory sequences of their target genes. Which genes are directly controlled by these TFs, and the molecular mechanisms of target gene recognition in vivo are, particularly in plants, however still largely unexplored.
A common used tool to address these questions is chromatin immunoprecipitation (ChIP) (Kuo and Allis 1999). In a classical ChIP experiment, DNA fragments associated with a specific protein are enriched. DNA binding protein complexes are reversibly crosslinked with formaldehyde, the chromatin is fragmented, and the DNA fraction that interacts with the TF of interest is isolated by immunoprecipitation with a specific antibody. Finally, DNA sequences associated with the precipitated protein can be identified by hybridization to tiling arrays (ChlP- chip) or by direct high-throughput sequencing (ChlP-seq) (Kim and Ren 2006; Park 2009).
In spite of its power, conventional ChIP has experimental boundaries. Its main shortcoming, especially in the case of genome-wide applications, is the overall inefficiency of ChIP enrichment. This drawback, which is a consequence of crosslinking and compromises the identification of low-abundant TF-DNA interactions, necessitates the requirement for large cell numbers and the need for high-quality antibodies. Reports of genome-wide ChIP studies of plant TFs are, in comparison to other eukaryotic systems, still lagging behind. Although plant-specific ChIP protocols have been successfully developed (Bowler et al. 2004; Gendrel et al. 2005; Saleh et al. 2008; Kaufmann et al. 2010), plant features, such as rigid cell walls, large vacuoles, chloroplasts, and the paucity of nuclei in some tissues, combined with TF tissue and target specificities, all challenge TF-DNA enrichment.
Surprisingly we found that an alternative ChIP protocol relying on Arabidopsis thaliana cell suspension cultures and TF tandem affinity tagging showed a superior performance in isolation of the TF target genes. The development of a tandem affinity purification (TAP) platform in plant cell suspension cultures to study protein interactomes was described previously (Van Leene et al. 2007; Van Leene et al. 2008). Through combining the TAP approach with ChIP protocol features, a tandem chromatin affinity purification (TChAP) method was established for assaying in vivo TF-DNA binding. TChAP circumvents the necessity of
highly specific antibodies and allows the identification of more and less prevalent TF-DNA interactions enhancing both data quality and quantity of TF location studies.
A first aspect of the invention is a method for isolating target genes for transcription factors in plants, comprising (1 ) transforming a plant cell with an expression vector comprising a transcription factor fused to at least two tags (2) expressing said transcription factor in the plant cell (3) crosslinking the proteins with the DNA (4) extracting the proteins and chromatin from the cell (5) fragmenting the chromatin (6) purifying the chromatin-protein complex using affinity binding towards the first tag and (7) purifying the fraction comprising the first tag using affinity binding towards the second tag. A "tag" as used here is a peptide or polypeptide that can bind another compound in a specific way; said compound can be any inorganic or organic chemical compound, including but not limited to a metal or another peptide or polypeptide. Tags are known to the person skilled in the art, and include but are not limited to a polyhistidine tag, FLAG tag, HA tag, MYC tag, EPAE tag, GST tag, and biotin tag. Preferably at least one of the tags is selected from the group consisting of a polyhistidine tag and a biotine tag. Even more preferably, one tag is a polyhistidine tag and one tag is a biotine tag. Most preferably the tags are comprised in a polyhistidine- biotin-polyhistidine construct. The fusion of the tags to the transcription factor may be in any way known to the person skilled in the art, at the carboxyterminal end, at the aminoterminal end, or internally, as long as the transcription factor is still capable of binding its target DNA. There may be more than two tags, and each of the tags may be used for purification. Tag may be fused in tandem, or may be separated by non-tag sequences.
An "affinity binding" as used here is any kind of specific binding, including, but not limited to antigen-antibody binding, or protein-chemical compound binding. Preferably, the affinity binding is carried out by using a binding compound linked to a carrier, such as, but not limited to a nitrocellulose membrane, a resin, a sepharose bead or an agarose gel. Preferably, said affinity binding is selected from the group consisting of a nickel chelating carrier and a streptavidine carrier. Even more preferably said affinity binding is selected from the group consisting of a Ni- NTA resin and Streptavidin sepharose beads. Most preferably, one affinity binding is carried out with a Ni-NTA resin and the other with Streptavidin sepharose beads. BRIEF DESCRIPTION OF THE FIGURES
Figure 1. E2Fa-HBH expression and biotinylation analysis. (A) E2Fa-HBH protein expression analysis. Immunoblot analysis of wild-type (PSB-D) and E2Fa-HBH overexpressing cell suspension cultures using anti-E2Fa, anti-His antibodies and a Strep-HRP conjugate. The arrowhead indicates the endogenous E2Fa and the asterisk the ectopic E2Fa-HBH detected with the anti-E2Fa antibody. (S) E2Fa-HBH in vivo biotinylation efficiency. Western blotting with an anti-His antibody to monitor binding of E2Fa-HBH to Streptavidin Sepharose beads.
Information on the percentage of input and the estimation of the bead bound amount is indicated.
Figure 2. Comparison of different chromatin isolation methods. {A) E2Fa-HBH protein purification efficiency. Immunoblot analysis using an anti-His antibody to evaluate the ChIP, ChAP and TChAP E2Fa-HBH protein purification yields. Information on the percentage of input and the estimation of the purification efficiency is given. (S) ChIP, ChAP and TChAP DNA qPCR analysis. Association of E2Fa with the proximal promoters of negative control genes CDKA;1 and UBQ10 and of the well established E2Fa target genes, ORC1b, CTF18 and ETG1, was quantified by qPCR. The enrichment of E2Fa binding was normalized against the input DNA.
Figure 3. ChIP, ChAP and TChAP E2Fa majority genes. (A) Venn diagrams showing overlap among all, the E2Fa regulated and the E2F motif majority genes identified through ChIP-, ChAP- and TChAP-seq. (S) Examples of known E2Fa binding sites identified in the ChIP-, ChAP- and TChAP-seq data. Visual representation is organized in four tracks. Gene structure is indicated with cyan rectangles. The normalized coverage for each of the strategies is displayed as a bar chart around a central axis with coverage on the forward and reverse shown in green (up) and blue (down), respectively. Total coverage is indicated in yellow. The coverage scale is the same for all three protocols and each track has been normalized for total coverage in that protocol, allowing direct comparison. (C) Frequency of E2Fa regulated or E2F motif genes among the ChIP, ChAP and TChAP identified majority peaks. Peaks are sorted based on descending MACS confidence peak score. The grey lines depict the random occurrence of an E2Fa regulated gene in the Arabidopsis genome and the expected frequency of E2F motif genes based on randomized peak sequences, respectively.
Figure 4. E2Fa TChAP-seq data analysis. (A) Distribution of E2Fa binding sites in the Arabidopsis genome. (S) Venn diagram showing the overlap of the TChAP E2Fa bound genes with E2Fa regulated genes and genes containing an E2F motif in their 1 -kb promoter. (C) Overlap of TChAP E2Fa genes with RBR (Gutzat et al. 201 1 ) and E2Fa (Naouar et al. 2009) regulated genes. (D) Enrichment analysis of the TChAP data for DNA repair, cell cycle, cell cycle periodic, G1/S-, and G2/M-phase expressed genes. Shown are negative logi0 values of the likelihood to obtain an observed fraction of specific genes by change. The vertical line indicates p-value 0.002 (Bonferroni corrected p 0.05).
Figure 5. Comparison of ChIP, ChAP and TChAP TOP200 genes. Venn diagrams showing overlap among all, the E2Fa regulated and the E2F motif TOP200 genes identified by ChIP-, ChAP- and TChAP-seq. Figure 6. Validation of unique TChAP majority genes. Binding of E2Fa to twelve TChAP unique identified binding regions, having different confidence scores, was checked by quantitative TChAP-PCR. Besides known E2Fa target genes (right) also new identified E2Fa bound genes (left) were selected. Two negative controls were included (CDKA;1 and UBQ10). Figure 7. Validation of new E2Fa targets. Expression levels of TChAP identified potential new E2Fa target genes were examined by qRT-PCR in both wild-type (Col-0) and E2Fa-DPa overexpressing seedlings. The dots indicate genes validated in ChIP and/or ChAP.
EXAMPLES
Materials and methods to the examples
Constructs, plant material, transformation and growth conditions
The HBH tag sequence was amplified by PCR using the pFA6HBH-KanMX6 plasmid as template (Tagwerker et al. 2006) and cloned into the pDONRP2RP3 ENTRY vector by a BP recombination reaction according to the manufacturer's instructions (Invitrogen). The P35S:£2Fa-/-/S/-/-containing plant transformation vector was obtained by a Multisite Gateway LR reaction between pEntryl_4R1-P35S, pEntryl_1 L2-E2Fa, and pEntryR2L3-HBH and the destination vector pK7GW43D (Van Leene et al. 2007). The construct was transferred into the
R
Agrobacterium tumefaciens C58C1 Rif strain harboring plasmid pMP90 for transformation of Arabidopsis cell suspension cultures. Maintenance and stable transformation of Arabidopsis thaliana PSB-D cell suspension cultures was done according to Van Leene et al. (2007).
Arabidopsis thaliana (L.) Heyhn. (ecotype Columbia-0) plants were grown under long-day conditions (16 h of light and 8 h of darkness) at 22°C on 0.5x Murashige and Skoog (MS) agar plates (Valvekens et al. 1988). The E2Fa-DPa overexpressing plants have been described previously (De Veylder et al. 2002).
Protein extraction, SDS-PAGE and immunoblotting
Two-day-old PSB-D cell suspension cultures were harvested, used immediately or snap-frozen in liquid nitrogen, and stored at -70°C. Proteins were extracted after grinding in liquid nitrogen in homogenization buffer (25 mM Tris-CI, pH 7.6, 75 mM NaCI, 15 mM MgCI2, 15 mM EGTA, 15 mM p-nitrophenylphosphate, 60 mM β-glycerophosphate, 1 mM DTT, 0.1 % Nonidet P-40, 0.1 mM Na3V04, 1 mM NaF, and protease inhibitor cocktail P9599 (Sigma-Aldrich)).
Proteins were separated by 10% SDS-PAGE and blotted onto Immobilon-P membranes (Millipore, Bedford, MA). Filters were blocked in 3% (v/v) milk powder in 25 mM Tris-CI (pH 8), 150 mM NaCI, 0.05% Tween 20 for at least 1 h at room temperature and incubated overnight at 4°C with E2Fa (1/2500) (Takahashi et al. 2008), His (1/2000)(Qiagen), or Streptavidin-HRP (1/4000) (Amersham Biosciences) antibody in blocking buffer. Antigen-antibody complexes were detected with horseradish peroxidase-conjugated IgG diluted 1/10000 (Amersham Biosciences) with a chemiluminescence system (Perkin Elmer, Norwalk, CT). Purification efficiency or bait recovery was estimated from western blot signal intensities using the Biorad Image Lab 3.0 software.
RNA isolation, cDNA preparation and qRT-PCR
RNA was extracted using the RNeasy Plant Mini Kit (Qiagen) and DNase I treated (Promega) prior to cDNA synthesis. cDNA was prepared from DNase I treated total RNA with the iScript cDNA Synthesis Kit (Biorad) according to the manufacturer's instructions. Relative transcript abundance of selected genes was determined using the Roche LightCycler 480 system and the LC480 SYBR Green I Master kit (Roche Diagnostics). Measurements were taken for two biological and three technical repeats. The amplification data were analyzed using the second derivative maximum method, and resulting Cp values were converted into relative expression values using the comparative Ct method.
Chromatin immunoprecipitation (ChIP), chromatin affinity purification (ChAP) and tandem chromatin affinity purification (TChAP)
Two-day-old exponentially growing cell cultures were treated with 0.75% formaldehyde for 10 min. Crosslinking was stopped by addition of 0.25 M glycine during 10 min. Cells were filtered and washed with PBS pH 7.2 (0.14 M NaCI, 2.7 mM KCI, 10 mM P04 3"). The harvested material was ground in liquid nitrogen and solubilized in NLB buffer (50 mM HEPES pH 7.5, 150 mM NaCI, 0.5 mM EDTA, 1 % Triton X-100, 0.1 % sodium deoxycholate, 0.1 % SDS, 1 μg/ml pepstatin A, 1 μg/ml aprotinin, 1 μg/ml leupeptin, 1 mM PMSF) with an Ultra-Turrax T25 mixer. Chromatin was fragmented on ice with a probe sonicator to obtain ~200-800-bp fragments. After sonication, the suspension was centrifuged twice for 20 minutes at 16000 rpm, the protein concentration was determined by using the Bio-Rad protein assay kit, and the extract was used for chromatin precipitation.
For traditional ChIP, extract containing 200 mg protein was precleared with 100 μΙ salmon sperm DNA/protein A agarose beads (Millipore) for 1 h. The precleared supernatant was incubated overnight with 12 μΙ anti-E2Fa-antibody (Takahashi et al. 2008) or no antibody (control). Afterwards, the supernatant was mixed with 100 μΙ salmon sperm DNA/protein A
agarose beads and incubated for 3 h on a rotating wheel. Finally, the beads were washed with 10 ml NLB buffer, 1 ml low salt buffer (20 mM TrisCI pH 8, 150 mM NaCI, 2 mM EDTA, 1 % Triton X-100, 0.1 % SDS), 1 ml high salt buffer (20 mM TrisCI pH 8, 500 mM NaCI, 2 mM EDTA, 1 % Triton X-100, 0.1 % SDS), and 1 ml LiCI buffer (10 mM TrisCI pH8, 0.25 M LiCI, 1 mM EDTA, 1 % sodium deoxycholate, 1 % NP-40).
For ChAP, wild-type and E2Fa-HBH overexpressing extract containing 200 mg protein was adjusted to 10 mM imidazole and incubated overnight on a rotating wheel with 100 μΙ Streptavidin Sepharose (GE Healthcare). Beads were washed with 10 ml NLB + 10 mM imidazol and three times with 1 ml NLB containing 750 mM NaCI and increasing SDS concentrations (0.1 %, 0.5% and 1 %).
For TChAP, extract containing 200 mg protein was adjusted to 10 mM imidazole and incubated overnight on a rotating wheel with 300 μΙ Ni-NTA Superflow (Qiagen). The NiNTA resin was washed three times with 10 ml NLB + 10 mM imidazole and complexes were eluted with two times 1 .5 ml NLB + 150 mM imidazole. Next, the eluates from three NiNTA purifications were pooled on 100 μΙ Streptavidin Sepharose. After 3-h incubation on a rotating wheel, the Streptavidin Sepharose beads were washed with 10 ml NLB + 10 mM imidazol and three times with 1 ml NLB containing 750 mM NaCI and increasing SDS concentrations (0.1 %, 0.5% and 1 %).
Finally, the ChIP, ChAP and TChAP beads were washed with 15 ml TE buffer (10 mM TrisCI pH8, 500 mM NaCI, 1 mM EDTA) and the bound E2Fa-DNA complexes eluted and reverse crosslinked by incubation overnight at 65°C on a rotating wheel in 1 ml 10 mM TrisCI pH8, 1 mM EDTA, 0.5 M NaCI, 1 % SDS + 0.5 μΙ RNAse A (100 mg/ml). Next, the eluates were incubated with 100 μg Proteinase K for 2 h at 42°C on a rotating wheel and the DNA extracted by phenol/chloroform/IAA followed by purification using Qiaquick PCR purification kit and DNA quantification by the Quant-iT dsDNA High Sensitivity kit (Invitrogen). lllumina sequencing
ChIP DNA was end-repaired and A-tailed as described in the lllumina ChlP-seq standard protocol. It was then ligated to customized adapters, which contain a 5-base barcode, before the final library was obtained by PCR amplification with the standard lllumina primers. The library was verified by cloning and sequencing of a few constructs, then quantified by Qubit (Invitrogen). The run was performed for 38 cycles on an lllumina Genome Analyzer llx using 10 pM final concentration of DNA. The sample sequences are attributed to each sample according to their bar code (first 5 bases) with one mismatch allowed. For pooled samples with only two different bases in their bar code, the selected reads in the datasets are screened for shared read (attributed to both samples at first). They are then removed from both datasets.
Therefore, the datasets provided contain only sequences attributed without ambiguity to only one sample.
Data analysis
Read mapping was done with BWA (Li and Durbin 2009) using default settings. Reads that did not map uniquely to one of the five chromosomes were discarded from further analysis. Mapping was done against the TAIR9 version of the A. thaliana genome (http://arabidopsis.org).
Peak calling was performed using MACS (Zhang et al. 2008) with default setting, except the MFOLD parameter, which was lowered to 6, and the effective genome size, which was set to 90 Mb. The MACS confidence value is defined as -10*log10(p-value). Sub-sampling was done without replacement from the set of reads uniquely mapping to the five chromosomes. The target ratio between IP and control reads is 3:1 . The ratio 3:1 was derived as the closest ratio to all of the complete sequencing sets. The datasets were downsampled to 600,000 reads total (150,000 control reads, 450,000 IP reads) to accommodate the smallest dataset.
Peak annotation was performed by overlapping the peak summits reported by MACS with the TAIR9 annotation. To define majority genes, the peak annotations from the different sub-samples were combined and only those genes, together with their maximum peak score, recovered in 50% or more of the samples were retained. E2F motif analysis was performed with dna-pattern using the motif consensus sequence TTTSSCGC (SEQ ID NO: 1 ) defined by Naouar et al. (2009).
Based on Naouar et al. (2009), 9287 genes contained an E2F motif (TTTSSCGC) in their 1-kb promoter region (Figure 4). To calculate the E2F motif enrichment in the E2Fa bound regions (Figure 3), the background motif frequency (4.34%) was estimated using reshuffled sequences with the same length and nucleotide composition as the bound regions defined by MACS.
Functional Gene Ontology enrichment analysis was performed using PLAZA 2.0 (Proost et al. 2009).
Quantitative ChlP/ChAP/TChAP-PCR
qPCR experiments were performed on total, ChIP, ChAP and TChAP isolated genomic DNA from wild-type and E2Fa-HBH overexpressing PSB-D cultures. qPCR experiments were done as technical triplicates on equal concentrations of input, ChIP, ChAP or TChAP DNA using the Roche LightCycler 480 system and the LC480 SYBR Green I Master kit (Roche Diagnostics). Primers used for PCR amplification were designed surrounding the position of maximum height in the corresponding peak (i.e., the peak center) identified in the sequencing
experiments, using Primer-BLAST (http://www.ncbi.nlm.nih.gov/tools/primer-blast ). Normalization of enrichment relative to total input DNA was calculated as 2(Ct(input)-ct(purified)).
Example 1 : Establishment of tandem chromatin affinity purification (TChAP) in Arabidopsis cell suspension cultures
Although ChIP has been applied to a wide range of model organisms, including Arabidopsis, it remains a challenging technique with the quality of specific antibodies greatly influencing genomic ChIP outcomes. Chromatin affinity purification (ChAP) methods, with different generic tags, are commonly used as an alternative, but also these approaches often suffer from low signal-to-noise ratios. To overcome this problem and to reduce nonspecific background we developed a two-step tandem chromatin affinity purification (TChAP) strategy. In addition, Arabidopsis cell suspension cultures, rather than plants, were utilized in order to have an unlimited supply of cell numbers.
Previous reports described a tandem affinity tag system, based on a biotinylated peptide flanked by two hexahistidine tags (HBH tag), compatible with TAP purification of formaldehyde crosslinked protein complexes in yeast (Guerrero et al. 2006; Tagwerker et al. 2006). To evaluate the suitability of this HBH tag for chromatin isolation in plants, we C-terminally tagged the well characterized Arabidopsis E2Fa TF and expressed the E2Fa-HBH fusion under control of the constitutive Cauliflower Mosaic virus (CaMV) 35S promoter in Arabidopsis cell suspension cultures. E2Fa-HBH expression in transgenic lines was determined by protein blot analysis with both an anti-His and an anti-E2Fa antibody (Takahashi et al. 2008)(Fig. 1A). Despite constitutive overexpression, E2Fa-HBH protein accumulation was close to the endogenous E2Fa protein level (Fig. 1A).
In vivo biotinylation of the HBH tag was initially assayed in total protein extracts using a Streptavidin-HRP conjugate detecting a biotinylated protein corresponding to E2Fa-HBH in transgenic extracts (Fig. 1A). In addition, biotinylation efficiency, as evaluated by incubating E2Fa-HBH protein extracts with Streptavidin Sepharose beads, was estimated at 85% when comparing the E2Fa-HBH amount in the bound versus the total fraction (Fig. 1 B, see Methods).
While establishing the TChAP procedure, several aspects of the assay were optimized.
Crosslinking stringency was evaluated to ensure good extraction and isolation of TF-DNA complexes; the suitable sonication condition was determined to obtain fragment lengths between 200-800 bp; and a purification strategy was set up to obtain a purification efficiency comparable with that of traditional TAP purifications, resulting in an E2Fa-HBH protein bait recovery of 2-5% (Fig. 2A).
Eventually TChAP was performed by combining the HBH purification method of Tardiff et al. (2007) with ChIP protocol de-crosslinking, de-proteinization and DNA purification (Kim et al.
2008). Briefly, E2Fa-HBH and its crosslinked proteins and DNA were first bound on NiNTA beads, specifically eluted with imidazole, and then bound to Streptavidin Sepharose under high stringency conditions. E2Fa-HBH-DNA complexes were subsequently eluted and reverse crosslinked and the DNA was purified.
Final evaluation of the TChAP procedure occurred by analyzing the TChAP DNA sample by quantitative PCR. The proximal promoters of the well known E2Fa target genes ORC1b, CTF18 and ETG1 (Vandepoele et al. 2005) were found to be highly enriched in comparison with the promoter regions of the control genes CDKA;1 and UBQ10 (Fig. 2B), illustrating the suitability of our TChAP approach for the isolation and identification of TF-DNA binding sites.
Example 2: Evaluation of alternative chromatin isolation methods
To further validate the TChAP strategy, we performed, in parallel, ChIP and single chromatin affinity purification (ChAP) reactions on the E2Fa-HBH expressing Arabidopsis cell suspension culture. Using a specific anti-E2Fa antibody (Takahashi et al. 2008), both endogenous E2Fa and E2Fa-HBH crosslinked DNA elements were precipitated. Biotin-tagging in combination with Streptavidin-based chromatin affinity purification (ChAP), which had been already reported to be a suitable ChIP alternative (de Boer et al. 2003; Kim et al. 2008), was also performed on E2Fa-HBH.
Analysis of the E2Fa-HBH protein purification by protein blotting demonstrates a higher recovery of bait protein using these one-step purification methods (Fig. 2A). As expected, the very high affinity of biotin for streptavidin (10"15 M Kd) is more efficient in isolating tagged E2Fa (40-50% estimated recovery of bait) than the traditional immuno-affinity approach using the E2Fa antibody (10-15%), whereas two-step affinity purifications in general result in low yields (2-5%). In concordance, quantification of the E2Fa bound co-isolated DNA measured the highest DNA yield in ChAP (120 ng), an intermediate amount in ChIP (30 ng) and the lowest concentration in TChAP (5 ng).
Quantitative PCR evaluation of the three methods shows that TChAP however gives the highest relative enrichment of selected E2Fa target gene promoters (Fig. 2B), suggesting a considerable better signal-to-noise ratio. In conclusion, these comparisons demonstrate that the TChAP procedure offers an excellent alternative to isolate TF bound chromatin, omitting the need for high quality antibodies and utilizing biotin-tagging, which enhances ChIP sensitivity, in combination with a second tandem purification to further improve enrichment.
EXAMPLE 3: Genome-wide comparison of ChIP, ChAP and TChAP
To further benchmark the alternative chromatin isolation methods, we analyzed their DNA samples by high-throughput sequencing. The different isolated DNA samples and their corresponding negative controls, namely DNA samples of ChAP and TChAP performed on
wild-type cultures and a no antibody ChIP on the E2Fa-HBH expressing culture, were processed by standard lllumina ChlP-seq barcoded library generation protocols and sequenced by multiplexing on an lllumina GAM. For the different samples, between 161 ,071 and 2,178,951 sequencing reads were uniquely mapped to the five chromosomes of the TAIR9 genome.
E2Fa-HBH enriched binding sites were identified with the MACS peak calling tool (Zhang et al. 2008). To eliminate possible bias in peak calling outcome caused by the variable amounts of read data of the different samples, we used a random sub-sampling strategy, fixing the number of reads in the datasets and repeating the peak calling analyses 100 times, to establish the stability of the peak calling algorithm in detecting the same enriched locations. Starting with the same number of reads (see Methods) 4161 , 2221 and 8365 enriched regions were identified and linked to nearest neighbor/closest annotated genes for ChIP, ChAP and TChAP, respectively (Table 1 ). Among these, only majority peaks/genes, which are peaks/genes detected in at least half of all sub-samples, and the 200 best peaks/genes, as reported by MACS, were retained as high-confidence E2Fa bound genes in subsequent analyses. Overall, the TChAP method yielded more peaks and more majority genes compared to the other methods (Table 1 ). Additionally, the MACS peak score, which is a measure for the confidence level of the called peaks, is on average the highest for TChAP (Table 1 , Table 3). By selecting only the 200 best peaks of each chromatin isolation procedure, in order to remove the different number of called peaks, the difference in score and confidence level becomes even more pronounced in favor for TChAP (Table 1 ). When all mapped reads are used for MACS peak calling analysis, a similar trend is obtained with TChAP delivering more peaks/genes with better peak scores. Table 1. Number of peaks called over 100 sub-samplings of the complete datasets.
The top 200 genes (TOP200) identified by ChIP, ChAP and TChAP of E2Fa-HBH display very big overlap (Figure 5). Comparison with previous datasets obtained by transcriptome
and cis-regulatory element analysis (Vandepoele et al. 2005; Naouar et al. 2009) demonstrates high enrichments for E2Fa regulated genes and genes containing an E2F motif in the bound regions (E2F motif genes). Together, the high overlap and enrichments support the correctness of the datasets and prove the quality of the three different chromatin isolation methods used (Figure 5).
When examining the ChIP, ChAP and TChAP majority genes, 98% (410/415) ChIP and 78% (724/921 ) ChAP genes are also present in the TChAP majority dataset (Fig. 3A). However, 1779 genes (68%) of the much larger group of TChAP majority genes is unique. The average confidence level (MACS scores) of this specific group of genes is higher than those of respectively all and common identified ChIP or ChAP genes, suggesting that the unique TChAP genes are bona fide E2Fa bound genes that are missed by ChIP and ChAP because of the lower specificity of these methods. Comparison of the read coverage between the methods, as visualized by GenomeView (Abeel et al. 2012), at the ORC1b and CTF18 promoter E2Fa binding sites, confirms this asset of TChAP-seq (Fig. 3B). As a consequence, both E2Fa regulated (164 genes, 3-fold enrichment) and E2F motif genes (439 genes, 6-fold enrichment) are found among the TChAP specific majority genes (Fig. 3A). Moreover, plotting the ChIP, ChAP and TChAP majority peaks/genes in function of the MACS confidence score and measuring the fraction of E2Fa regulated and E2F motif genes reveals that, despite the pattern that lower confidence levels correlate with lower overlap scores, all TChAP genes retain enrichment for these gene sets (Fig. 3C). As an additional validation, E2Fa binding specificity to several genes, uniquely identified with TChAP, was confirmed by quantitative PCR after TChAP (Figure 6).
In summary, above results show that, although many E2Fa target genes are identified by all three methods, much more E2Fa bound genes are found in the TChAP-seq dataset because TChAP is more specific, allowing the identification of less prevalent E2Fa binding sites.
EXAMPLE 4: Validation of TChAP-seq E2Fa target genes
Detailed analysis of the distribution in the Arabidopsis genome of the TChAP-seq identified E2Fa binding sites and their annotation to genes is summarized in Table 2. Peak locations were determined in relation to the nearest annotated gene (TAIR9). 63% of all peaks were located 5' (intergenic or UTR), 24% resided in coding exons or introns, and 13% overlapped with 3' UTR or 3' intergenic regions (Fig. 4A, Table 2). Considering 5' promoter peaks, the median distance from a peak to the transcription start site was 236 bp, which is consistent with the role of E2Fa in classical transcriptional regulation. Of all peaks, 94% was assigned to a protein-coding gene and 91 % had annotated features within 1000 bp of the E2F bound region. Overall, 2598 E2Fa bound majority genes were annotated.
Table 2. Summary of E2Fa TChAP-seq peak location and gene annotation.
Combining this annotation with the transcript profiling data of E2Fa-DPa overexpressing plants (Naouar et al. 2009) indicates that 433 (17%) E2Fa bound genes show obvious E2F regulation (5-fold enrichment compared to the expected number of genes) (Table 2, Fig. 4B). 730 of all E2Fa bound regions (28%) contain an E2F motif (6-fold enrichment, Table 2) and a high- confidence set of 196 E2Fa TChAP target genes contain both genomic properties of E2Fa regulation and motif presence (Fig. 4B). Comparison of the TChAP dataset with expression profiling data of RBR mutant plants (Gutzat et al. 201 1 ), another component of the E2F/DP/RBR pathway, also displays a big overlap with 371 of the 600 shared genes being new TChAP genes (Fig. 4C). In addition, qRT-PCR analysis of the expression level of several putative E2Fa targets, not identified in any of these transciptome studies, demonstrates transcriptional regulation in E2Fa-DPa overexpressing Arabidopsis plants (De Veylder et al. 2002)(Figure 7).
Further validation of the TChAP datasets came from GO enrichment analyses. In agreement with E2Fa function, cell cycle (Van Leene et al. 2010), cell cycle periodic expressed (Menges et al. 2003) and DNA repair (GO:0006281 ) genes are strongly represented in the total E2Fa TChAP dataset. When subtracting known E2Fa targets (Naouar et al. 2009), cell cycle related retain less, but still significant, enriched among the new TChAP identified genes (Fig. 4D).
Taken together, these analyses demonstrate the quality of the E2Fa TChAP-seq dataset and emphasize its strength. Not only many known E2Fa regulated genes got identified as direct targets, but many relevant new E2Fa bound genes point to possible additional functions of the E2Fa transcription factor.
REFERENCES
Abeel T, Van Parys T, Saeys Y, Galagan J, Van de Peer Y. 2012. GenomeView: a next- generation genome browser. Nucleic Acids Res 40(2): e12.
Bowler C, Benvenuto G, Laflamme P, Molino D, Probst AV, Tariq M, Paszkowski J. 2004.
Chromatin techniques for plant cells. Plant J 39(5): 776-789.
de Boer E, Rodriguez P, Bonte E, Krijgsveld J, Katsantoni E, Heck A, Grosveld F, Strouboulis J. 2003. Efficient biotinylation and single-step purification of tagged transcription factors in mammalian cells and transgenic mice. Proceedings of the National Academy of Sciences of the United States of America 100(13): 7480-7485.
de Jager SM, Scofield S, Huntley RP, Robinson AS, den Boer BGW, Murray J AH. 2009.
Dissecting regulatory pathways of G1/S control in Arabidopsis: common and distinct targets of CYCD3;1 , E2Fa and E2Fc. Plant molecular biology 71 (4-5): 345-365.
De Veylder L, Beeckman T, Beemster GTS, de Almeida Engler J, Ormenese S, Maes S, Naudts M, Van Der Schueren E, Jacqmard A, Engler G et al. 2002. Control of proliferation, endoreduplication and differentiation by the Arabidopsis E2Fa-DPa transcription factor. EMBO J 21 (6): 1360-1368.
Gendrel A-V, Lippman Z, Martienssen R, Colot V. 2005. Profiling histone modification patterns in plants using genomic tiling microarrays. Nat Methods 2(3): 213-218.
Guerrero C, Tagwerker C, Kaiser P, Huang L. 2006. An integrated mass spectrometry-based proteomic approach - Quantitative analysis of tandem affinity-purified in vivo cross- linked protein complexes (QTAX) to decipher the 26 S proteasome-interacting network. Mol Cell Proteomics 5(2): 366-378.
Gutzat R, Borghi L, Fijtterer J, Bischof S, Laizet Y, Hennig L, Feil R, Lunn J, Gruissem W.
2011. RETINOBLASTOMA-RELATED PROTEIN controls the transition to autotrophic plant development. Development 138(14): 2977-2986.
Kaufmann K, Muifio JM, 0steras M, Farinelli L, Krajewski P, Angenent GC. 2010. Chromatin immunoprecipitation (ChIP) of plant transcription factors followed by sequencing (ChlP- SEQ) or hybridization to whole genome arrays (ChlP-CHIP). Nat Protoc 5(3): 457-472. Kim J, Chu J, Shen X, Wang J, Orkin SH. 2008. An extended transcriptional network for pluripotency of embryonic stem cells. Cell 132(6): 1049-1061 .
Kim TH, Ren B. 2006. Genome-wide analysis of protein-DNA interactions. Annu Rev Genom Hum G 7: 81-102.
Kuo M-H, Allis CD. 1999. In vivo cross-linking and immunoprecipitation for studying dynamic protein:DNA associations in chromatin environment. Methods 19(3): 425-433.
Li H, Durbin R. 2009. Fast and accurate short read alignment with Burrows-Wheeler transform.
Bioinformatics 25(14): 1754-1760.
Magyar Z, Horvath B, Khan S, Mohammed B, Henriques R, De Veylder L, Bako L, Scheres B,
Bogre L. 2012. Arabidopsis E2FA stimulates proliferation and endocycle separately through RBR-bound and RBR-free complexes. EMBO J 31 (6): 1480-1493.
Menges M, Hennig L, Gruissem W, Murray JAH. 2003. Genome-wide gene expression in an
Arabidopsis cell suspension. Plant molecular biology 53(4): 423-442.
Naouar N, Vandepoele K, Lammens T, Casneuf T, Zeller G, Van Hummelen P, Weigel D,
Ratsch G, Inze D, Kuiper M et al. 2009. Quantitative RNA expression analysis with
Affymetrix Tiling 1.0R arrays identifies new E2F target genes. Plant J 57(1 ): 184-194. Park PJ. 2009. ChlP-seq: advantages and challenges of a maturing technology. Nat Rev
Genet 10(10): 669-680.
Parkinson NJ, Maslau S, Ferneyhough B, Zhang G, Gregory L, Buck D, Ragoussis J, Ponting CP, Fischer MD 2012. Preparation of high-quality next-generation sequencing libraries from picogram quantities of target DNA. Genome Res 22(1 ): 125-133.
Proost S, Van Bel M, Sterck L, Billiau K, Van Parys T, Van de Peer Y, Vandepoele K. 2009.
PLAZA: a comparative genomics resource to study gene and genome evolution in plants. Plant Cell 21 (12): 3718-3731 .
Saleh A, Alvarez-Venegas R, Avramova Z. 2008. An efficient chromatin immunoprecipitation (ChIP) protocol for studying histone modifications in Arabidopsis plants. Nat Protoc 3(6): 1018-1025.
Tagwerker C, Flick K, Cui M, Guerrero C, Dou Y, Auer B, Baldi P, Huang L, Kaiser P. 2006. A tandem affinity tag for two-step purification under fully denaturing conditions: application in ubiquitin profiling and protein complex identification combined with in vivo cross-linking. Mol Cell Proteomics 5(4): 737-748.
Takahashi N, Lammens T, Boudolf V, Maes S, Yoshizumi T, De Jaeger G, Witters E, Inze D, De
Veylder L. 2008. The DNA replication checkpoint aids survival of plants deficient in the novel replisome factor ETG1. EMBO J 27(13): 1840-1851 .
Tardiff DF, Abruzzi KC, Rosbash M. 2007. Protein characterization of Saccharomyces cerevisiae RNA polymerase II after in vivo cross-linking. Proceedings of the National
Academy of Sciences of the United States of America 104(50): 19948-19953.
Valvekens D, Montagu MV, Van Lijsebettens M. 1988. Agrobacterium tumefaciens-medlated transformation of Arabidopsis thaliana root explants by using kanamycin selection.
Proceedings of the National Academy of Sciences of the United States of America
85(15): 5536-5540.
Van Leene J, Hollunder J, Eeckhout D, Persiau G, Van De Slijke E, Stals H, Van Isterdael G,
Verkest A, Neirynck S, Buffel Y et al. 2010. Targeted interactomics reveals a complex core cell cycle machinery in Arabidopsis thaliana. Mol Syst Biol 6: 397.
Van Leene J, Stals H, Eeckhout D, Persiau G, Van De Slijke E, Van Isterdael G, De Clercq A, Bonnet E, Laukens K, Remmerie N et al. 2007. A tandem affinity purification-based technology platform to study the cell cycle interactome in Arabidopsis thaliana. Mol Cell
Proteomics 6(7): 1226-1238.
Van Leene J, Witters E, Inze D, De Jaeger G. 2008. Boosting tandem affinity purification of plant protein complexes. Trends Plant Sci 13(10): 517-520.
Vandepoele K, Vlieghe K, Florquin K, Hennig L, Beemster GTS, Gruissem W, Van de Peer Y,
Inze D, De Veylder L. 2005. Genome-wide identification of potential plant E2F target genes. Plant Physiol 139(1 ): 316-328.
Vlieghe K, Vuylsteke M, Florquin K, Rombauts S, Maes S, Ormenese S, Van Hummelen P, Van de Peer Y, Inze D, De Veylder L. 2003. Microarray analysis of E2Fa-DPa- overexpressing plants uncovers a cross-talking genetic network between DNA replication and nitrogen assimilation. J Cell Sci 116(20): 4249-4259.
Zhang Y, Liu T, Meyer CA, Eeckhoute J, Johnson DS, Bernstein BE, Nussbaum C, Myers RM,
Brown M, Li W et al. 2008. Model-based Analysis of ChlP-Seq (MACS). Genome Biol
9(9): R137.
Claims
1. A method for isolating target genes for transcription factors in plants, comprising (1 ) transforming a plant cell with an expression vector comprising a transcription factor fused to at least two tags (2) expressing said transcription factor in the plant cell (3) crosslinking the proteins with the DNA (4) extracting the proteins and chromatin from the cell (5) fragmenting the chromatin (6) purifying the chromatin-protein complex using affinity binding towards the first tag and (7) purifying the fraction comprising the first tag using affinity binding towards the second tag.
2. The method according to claim 1 , wherein at least one of the tags is selected from the group consisting of a polyhistidine tag and a biotine tag.
3. The method according to claim 2, wherein one tag is a polyhistidine tag and one tag is a biotine tag.
4. The method according to claim 2 or 3, wherein said affinity binding is selected from the group consisting of a nickel chelating carrier and a streptavidine carrier.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116539890A (en) * | 2023-04-13 | 2023-08-04 | 重庆师范大学 | Screening method of plant target gene upstream regulatory factor based on biotin and avidin binding capacity and application thereof |
-
2013
- 2013-07-25 WO PCT/EP2013/065695 patent/WO2014019928A1/en not_active Ceased
Non-Patent Citations (35)
| Title |
|---|
| ABEEL T; VAN PARYS T; SAEYS Y; GALAGAN J; VAN DE PEER Y: "GenomeView: a next- generation genome browser", NUCLEIC ACIDS RES, vol. 40, no. 2, 2012, pages E12 |
| ANONYMOUS: "Comparative and Regulatory Gemonics in Plants - Book of Abstracts", 12 April 2011, article VERKEST A; ET AL.: "Tandem chromatin affinity purification (TChAP) improves transcription factor target gene identification", pages: 1 - 32, XP002712894 * |
| BOWLER C; BENVENUTO G; LAFLAMME P; MOLINO D; PROBST AV; TARIQ M; PASZKOWSKI J: "Chromatin techniques for plant cells", PLANT J, vol. 39, no. 5, 2004, pages 776 - 789 |
| C. TAGWERKER: "A Tandem Affinity Tag for Two-step Purification under Fully Denaturing Conditions: Application in Ubiquitin Profiling and Protein Complex Identification Combined with in vivoCross-Linking", MOLECULAR & CELLULAR PROTEOMICS, vol. 5, no. 4, 6 December 2005 (2005-12-06), pages 737 - 748, XP055079074, ISSN: 1535-9476, DOI: 10.1074/mcp.M500368-MCP200 * |
| DE BOER E; RODRIGUEZ P; BONTE E; KRIJGSVELD J; KATSANTONI E; HECK A; GROSVELD F; STROUBOULIS J: "Efficient biotinylation and single-step purification of tagged transcription factors in mammalian cells and transgenic mice", PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, vol. 100, no. 13, 2003, pages 7480 - 7485, XP002488218, DOI: doi:10.1073/pnas.1332608100 |
| DE JAGER SM; SCOFIELD S; HUNTLEY RP; ROBINSON AS; DEN BOER BGW; MURRAY JAH: "Dissecting regulatory pathways of G1/S control in Arabidopsis: common and distinct targets of CYCD3;1, E2Fa and E2Fc", PLANT MOLECULAR BIOLOGY, vol. 71, no. 4-5, 2009, pages 345 - 365, XP019752754, DOI: doi:10.1007/s11103-009-9527-5 |
| DE VEYLDER L; BEECKMAN T; BEEMSTER GTS; DE ALMEIDA ENGLER J; ORMENESE S; MAES S; NAUDTS M; VAN DER SCHUEREN E; JACQMARD A; ENGLER: "Control of proliferation, endoreduplication and differentiation by the Arabidopsis E2Fa-DPa transcription factor", EMBO J, vol. 21, no. 6, 2002, pages 1360 - 1368, XP002227182, DOI: doi:10.1093/emboj/21.6.1360 |
| GENDREL A-V; LIPPMAN Z; MARTIENSSEN R; COLOT V: "Profiling histone modification patterns in plants using genomic tiling microarrays", NAT METHODS, vol. 2, no. 3, 2005, pages 213 - 218, XP009079792, DOI: doi:10.1038/nmeth0305-213 |
| GUERRERO C; TAGWERKER C; KAISER P; HUANG L: "An integrated mass spectrometry-based proteomic approach - Quantitative analysis of tandem affinity-purified in vivo cross- linked protein complexes (QTAX) to decipher the 26 S proteasome-interacting network", MOL CELL PROTEOMICS, vol. 5, no. 2, 2006, pages 366 - 378, XP002562106, DOI: doi:10.1074/mcp.M500303-MCP200 |
| GUTZAT R; BORGHI L; FUTTERER J; BISCHOF S; LAIZET Y; HENNIG L; FEIL R; LUNN J; GRUISSEM W: "RETINOBLASTOMA-RELATED PROTEIN controls the transition to autotrophic plant development", DEVELOPMENT, vol. 138, no. 14, 2011, pages 2977 - 2986 |
| KAUFMANN K; MUINO JM; 0STERAS M; FARINELLI L; KRAJEWSKI P; ANGENENT GC: "Chromatin immunoprecipitation (ChiP) of plant transcription factors followed by sequencing (ChIP-SEQ) or hybridization to whole genome arrays (ChIP-CHIP", NAT PROTOC, vol. 5, no. 3, 2010, pages 457 - 472 |
| KIM J; CHU J; SHEN X; WANG J; ORKIN SH: "An extended transcriptional network for pluripotency of embryonic stem cells", CELL, vol. 132, no. 6, 2008, pages 1049 - 1061 |
| KIM TH; REN B: "Genome-wide analysis of protein-DNA interactions", ANNU REV GENOM HUM G, vol. 7, 2006, pages 81 - 102 |
| KUO M-H; ALLIS CD: "In vivo cross-linking and immunoprecipitation for studying dynamic protein:DNA associations in chromatin environment", METHODS, vol. 19, no. 3, 1999, pages 425 - 433, XP004466845, DOI: doi:10.1006/meth.1999.0879 |
| LI H; DURBIN R: "Fast and accurate short read alignment with Burrows-Wheeler transform", BIOINFORMATICS, vol. 25, no. 14, 2009, pages 1754 - 1760, XP055287430, DOI: doi:10.1093/bioinformatics/btp324 |
| MAGYAR Z; HORVATH B; KHAN S; MOHAMMED B; HENRIQUES R; DE VEYLDER L; BAK6 L; SCHERES B; BOGRE L: "Arabidopsis E2FA stimulates proliferation and endocycle separately through RBR-bound and RBR-free complexes", EMBO J, vol. 31, no. 6, 2012, pages 1480 - 1493 |
| MENGES M; HENNIG L; GRUISSEM W; MURRAY JAH: "Genome-wide gene expression in an Arabidopsis cell suspension", PLANT MOLECULAR BIOLOGY, vol. 53, no. 4, 2003, pages 423 - 442, XP019262402, DOI: doi:10.1023/B:PLAN.0000019059.56489.ca |
| NAOUAR N; VANDEPOELE K; LAMMENS T; CASNEUF T; ZELLER G; VAN HUMMELEN P; WEIGEL D; RATSCH G; INZÉ D; KUIPER M ET AL.: "Quantitative RNA expression analysis with Affymetrix Tiling 1.0R arrays identifies new E2F target genes", PLANT J, vol. 57, no. 1, 2009, pages 184 - 194 |
| PARK PJ: "ChIP-seq: advantages and challenges of a maturing technology", NAT REV GENET, vol. 10, no. 10, 2009, pages 669 - 680, XP002604157, DOI: doi:10.1038/NRG2641 |
| PARKINSON NJ; MASLAU S; FERNEYHOUGH B; ZHANG G; GREGORY L; BUCK D; RAGOUSSIS J; PONTING CP; FISCHER MD: "Preparation of high-quality next-generation sequencing libraries from picogram quantities of target DNA", GENOME RES, vol. 22, no. 1, 2012, pages 125 - 133, XP055207748, DOI: doi:10.1101/gr.124016.111 |
| PROOST S; VAN BEL M; STERCK L; BILLIAU K; VAN PARYS T; VAN DE PEER Y; VANDEPOELE K: "PLAZA: a comparative genomics resource to study gene and genome evolution in plants", PLANT CELL, vol. 21, no. 12, 2009, pages 3718 - 3731 |
| R. HARADA ET AL: "Genome-wide location analysis and expression studies reveal a role for p110 CUX1 in the activation of DNA replication genes", NUCLEIC ACIDS RESEARCH, vol. 36, no. 1, 13 November 2007 (2007-11-13), pages 189 - 202, XP055078931, ISSN: 0305-1048, DOI: 10.1093/nar/gkm970 * |
| R. ZENTELLA ET AL: "Global Analysis of DELLA Direct Targets in Early Gibberellin Signaling in Arabidopsis", THE PLANT CELL ONLINE, vol. 19, no. 10, 26 October 2007 (2007-10-26), pages 3037 - 3057, XP055079028, ISSN: 1040-4651, DOI: 10.1105/tpc.107.054999 * |
| SALEH A; ALVAREZ-VENEGAS R; AVRAMOVA Z: "An efficient chromatin immunoprecipitation (ChiP) protocol for studying histone modifications in Arabidopsis plants", NAT PROTOC, vol. 3, no. 6, 2008, pages 1018 - 1025 |
| TAGWERKER C; FLICK K; CUI M; GUERRERO C; DOU Y; AUER B; BALDI P; HUANG L; KAISER P: "A tandem affinity tag for two-step purification under fully denaturing conditions: application in ubiquitin profiling and protein complex identification combined with in vivo cross-linking", MOL CELL PROTEOMICS, vol. 5, no. 4, 2006, pages 737 - 748 |
| TAKAHASHI N; LAMMENS T; BOUDOLF V; MAES S; YOSHIZUMI T; DE JAEGER G; WITTERS E; INZÉ D; DE VEYLDER L: "The DNA replication checkpoint aids survival of plants deficient in the novel replisome factor ETG1", EMBO J, vol. 27, no. 13, 2008, pages 1840 - 1851, XP002537888 |
| TARDIFF DF; ABRUZZI KC; ROSBASH M.: "Protein characterization of Saccharomyces cerevisiae RNA polymerase II after in vivo cross-linking", PROCEEDINGS OF THE NATIONALACADEMY OF SCIENCES OF THE UNITED STATES OFAMERICA, vol. 104, no. 50, 2007, pages 19948 - 19953 |
| VALVEKENS D; MONTAGU MV; VAN LIJSEBETTENS M: "Agrobacterium tumefaciens-mediated transformation of Arabidopsis thaliana root explants by using kanamycin selection", PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, vol. 85, no. 15, 1988, pages 5536 - 5540, XP002913699, DOI: doi:10.1073/pnas.85.15.5536 |
| VAN LEENE J; HOLLUNDER J; EECKHOUT D; PERSIAU G; VAN DE SLIJKE E; STALS H; VAN ISTERDAEL G; VERKEST A; NEIRYNCK S; BUFFEL Y ET AL.: "Targeted interactomics reveals a complex core cell cycle machinery in Arabidopsis thaliana", MOL SYST BIOL, vol. 6, 2010, pages 397 |
| VAN LEENE J; STALS H; EECKHOUT D; PERSIAU G; VAN DE SLIJKE E; VAN ISTERDAEL G; DE CLERCQ A; BONNET E; LAUKENS K; REMMERIE N ET AL.: "A tandem affinity purification-based technology platform to study the cell cycle interactome in Arabidopsis thaliana", MOL CELL PROTEOMICS, vol. 6, no. 7, 2007, pages 1226 - 1238, XP002571061 |
| VAN LEENE J; WITTERS E; INZE D; DE JAEGER G: "Boosting tandem affinity purification of plant protein complexes", TRENDS PLANT SCI, vol. 13, no. 10, 2008, pages 517 - 520, XP025506171, DOI: doi:10.1016/j.tplants.2008.08.002 |
| VANDEPOELE K; VLIEGHE K; FLORQUIN K; HENNIG L; BEEMSTER GTS; GRUISSEM W; VAN DE PEER Y; INZÉ D; DE VEYLDER L: "Genome-wide identification of potential plant E2F target genes", PLANT PHYSIOL, vol. 139, no. 1, 2005, pages 316 - 328, XP002537886 |
| VLIEGHE K; VUYLSTEKE M; FLORQUIN K; ROMBAUTS S; MAES S; ORMENESE S; VAN HUMMELEN P; VAN DE PEER Y; INZÉ D; DE VEYLDER L: "Microarray analysis of E2Fa-DPa- overexpressing plants uncovers a cross-talking genetic network between DNA replication and nitrogen assimilation", J CELL SCI, vol. 116, no. 20, 2003, pages 4249 - 4259 |
| Y. LI ET AL: "Absolute Quantitation of Isoforms of Post-translationally Modified Proteins in Transgenic Organism", MOLECULAR & CELLULAR PROTEOMICS, vol. 11, no. 8, 1 August 2012 (2012-08-01), pages 272 - 285, XP055079079, ISSN: 1535-9476, DOI: 10.1074/mcp.M111.016568 * |
| ZHANG Y; LIU T; MEYER CA; EECKHOUTE J; JOHNSON DS; BERNSTEIN BE; NUSSBAUM C; MYERS RM; BROWN M; LI W ET AL.: "Model-based Analysis of ChIP-Seq (MACS", GENOME BIOL, vol. 9, no. 9, 2008, pages R137, XP021046980, DOI: doi:10.1186/gb-2008-9-9-r137 |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116539890A (en) * | 2023-04-13 | 2023-08-04 | 重庆师范大学 | Screening method of plant target gene upstream regulatory factor based on biotin and avidin binding capacity and application thereof |
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