Protocol: A simple phenol-based method for 96-well extraction of high quality RNA from Arabidopsis
© Box et al; licensee BioMed Central Ltd. 2011
Received: 26 January 2011
Accepted: 13 March 2011
Published: 13 March 2011
Many experiments in modern plant molecular biology require the processing of large numbers of samples for a variety of applications from mutant screens to the analysis of natural variants. A severe bottleneck to many such analyses is the acquisition of good yields of high quality RNA suitable for use in sensitive downstream applications such as real time quantitative reverse-transcription-polymerase chain reaction (real time qRT-PCR). Although several commercial kits are available for high-throughput RNA extraction in 96-well format, only one non-kit method has been described in the literature using the commercial reagent TRIZOL.
We describe an unusual phenomenon when using TRIZOL reagent with young Arabidopsis seedlings. This prompted us to develop a high-throughput RNA extraction protocol (HTP96) adapted from a well established phenol:chloroform-LiCl method (P:C-L) that is cheap, reliable and requires no specialist equipment. With this protocol 192 high quality RNA samples can be prepared in 96-well format in three hours (less than 1 minute per sample) with less than 1% loss of samples. We demonstrate that the RNA derived from this protocol is of high quality and suitable for use in real time qRT-PCR assays.
The development of the HTP96 protocol has vastly increased our sample throughput, allowing us to fully exploit the large sample capacity of modern real time qRT-PCR thermocyclers, now commonplace in many labs, and develop an effective high-throughput gene expression platform. We propose that the HTP96 protocol will significantly benefit any plant scientist with the task of obtaining hundreds of high quality RNA extractions.
The scale of experiments conducted in modern plant molecular biology has grown such that hundreds or thousands of plant samples need to be processed by the researcher for use in a range of downstream applications, such as quantitative trait mapping, mutant screening and the analysis of gene expression in natural accessions-a rapidly growing resource for Arabidopsis research. Real time qRT-PCR is a common downstream application in such experiments and has become a major platform for high-throughput transcript profiling . A significant bottleneck for many researchers is the acquisition of sufficient quantities of high quality RNA from such a large number of samples in a time and cost-effective manner. Although downstream technologies such as real time qRT-PCR have increased in their speed and capacity, the approaches to scale up the isolation of RNA have lagged behind.
Conventional RNA isolation techniques are based on a 1.5 mL micro-centrifuge tube format (or larger) using commercially available spin/vacuum-column kits or organic solvents such as TRIZOL (Invitrogen) and phenol. Although effective for low-throughput applications, isolating RNA from thousands of samples in micro-centrifuge tube format is incompatible with modern demands for high-throughput applications. A large number of protocols have been published for isolating high quality RNA however, only one high-throughput 96-well protocol is apparent in the published literature. This uses the commercial reagent TRIZOL (Invitrogen) for 96-well format nucleic acid extraction from Arabidopsis tissues, where it was favoured for its ability to simultaneously extract both DNA and RNA in a small number of steps . However, some concerns have arisen regarding the suitability of TRIZOL for plant RNA isolation, for example, Bilgin et al. showed that RNA extracts prepared with TRIZOL contained high levels of organic contaminants. We provide further evidence that adds to these concerns and explored an alternative to TRIZOL when developing our own high-throughput RNA extraction protocol to facilitate high-throughput transcript profiling.
Cheap, reliable and with a proven track record for a wide range of plant tissues and species, phenol provides an excellent alternative to TRIZOL. We developed a 96-well RNA extraction protocol by adapting a simple phenol:chloroform-LiCl method (P:C-L) [4, 5] that we have used extensively [6–8]. We optimised the P:C-L protocol for 96-well racked collection tubes (1.2 mL) and greatly reduced the time required to complete the P:C-L method by removing the lengthy selective precipitation of RNA using LiCl [9, 10]. Removal of the LiCl step has the added benefit of significantly increasing the representation of RNA species of small molecular weight  but results in unwanted gDNA. We elected a strategy that uses primers that bridge exons (as suggested in Czechowski et al. and Gutierrez et al.) to control the influence of contaminating gDNA in real time qRT-PCR, significantly reducing the time and cost of obtaining large numbers of RNA samples suitable for immediate use in real time qRT-PCR.
We demonstrate that phenol is more suitable than TRIZOL for high-throughput RNA extraction from a broad range of developmental stages. Our phenol-based high-throughput RNA extraction protocol (HTP96) can simultaneously isolate good yields of high quality RNA from 192 samples in less than three hours, with minimal loss or degradation of samples (typically <1%). The efficacy of the HTP96 protocol is demonstrated by presenting the results of simultaneous RNA extraction from a large number of different Arabidopsis accessions sampled at various developmental stages, from newly germinated seedlings to mature 30-day old plants. Electrophoresis and UV-spectrometry are used to demonstrate the quality and yield of RNA. The suitability of HTP96 RNA for sensitive downstream applications was established by real time qRT-PCR without additional purification, quantitation or DNase treatment.
To date we have used the HTP96 protocol to isolate total RNA from more than 3,000 Arabidopsis samples. The HTP96 RNA protocol has vastly improved our sample throughput, facilitating high-throughput screening of large numbers of transformants and transcript profiling in hundreds of Arabidopsis accessions. Although developed for Arabidopsis, we believe the HTP96 protocol will significantly benefit any plant scientist with the task of obtaining hundreds of high quality RNA extractions in a time and cost-effective manner.
Materials and methods
NOTE: If using alternative plastic ware, make certain it is resistant to phenol and chloroform.
96-well racked 1.2 mL collection tubes and microtube caps (preferably in 8-tube strip format; QIAGEN, Cat.# 19560, #19566).
(Optional) 1.5 mL micro-centrifuge tubes.
(Optional) Powder funnels (Simport, Cat.# F490-4).
3 mm tungsten-carbide grinding beads (QIAGEN, Cat.# 69997). NOTE: 3 mm steel beads provide a cheaper alternative.
96-well PCR plates (ABgene, Cat.# AB-0700) and PCR seals (Bio-Rad, Cat.# MSB1001).
Multi-channel pipette reagent reservoirs (60 mL).
Liquid nitrogen and dry ice.
RNA Extraction Buffer (RE buffer; 0.1 M Tris pH 8.0, 5 mM EDTA pH 8.0, 0.1 M NaCl, 0.5% SDS). Add 1% 2-mercaptoethanol before use.
Acidified phenol pH 4.3 ± 0.2 (Sigma-Aldrich, Cat.# P4682).
3 M sodium acetate (pH 5.2).
(Optional) DNase e.g. TURBO DNA-free™ (Ambion, Cat.# AM1907).
Fume cupboard for handling phenol, chloroform and 2-mercaptoethanol.
Bead-mill, preferably with a cryo-adapter capable of accommodating 96-well format collection tube racks and/or 1.5 mL micro-centrifuge tubes, e.g. GenoGrinder 2010 (SpexCertiprep) or similar.
Plate mixer, e.g. the Vortex Genie 2 mixer fitted with a 96-well plate adapter (Scientific Industries, Inc.).
Plate centrifuge at room temperature capable of speeds ≥4000 × g, (e.g. Sigma 4-15 C centrifuge fitted with a QIAGEN plate rotor-Nr.09100).
Gel electrophoresis system.
(Optional) Agilent 2100 Bioanalyzer (Agilent Technologies).
NanoDrop ND-1000 Spectrophotometer (NanoDrop Technologies Inc.).
Suitable multi-channel pipette (manual 8-channel 50-300 μL pipettor recommended). NOTE: Avoid using electronic pipettes for sensitive pipetting steps.
Plant growth conditions
Arabidopsis seeds were sown on soil in plastic pots (7 cm × 7 cm) and stratified for three days in a cold room (CR, constant humidity 8 hours light/16 hours dark at 4°C). Seedlings were grown in a controlled environment growth room (CER, 12 hours light/12 hours dark at 23 °C). In some cases seeds were stratified for three days and the seedlings pre-grown for seven days and subject to cold treatment for up to six weeks in a CR. Sowings for different treatments were planned such that seedlings were sampled at equivalent developmental stages.
Isolation of RNA using TRIZOL and phenol:chlorofom-LiCl (P:C-L)
Typically, RNA was isolated from 200 mg of ground Arabidopsis tissue powder prepared under liquid nitrogen. For TRIZOL, RNA was extracted from tissue powder according to the manufacturer's instructions and resupended in 50 μL of nuclease-free water. P:C-L RNA extraction was conducted using a scaled-down version of protocols previously described [4, 5] and resupended in 50 μL of nuclease-free water.
Northern blotting and hybridisation
10 μg RNA was loaded on a denaturing 1.2% agarose gel and transferred to Hybond™ N+ membranes (GE Amersham) by capillary transfer . The RNA blot was probed with specific P32-dCTP β-TUBULIN (At1g20010) and 18S rDNA probes prepared using Klenow fragment. Blots were exposed on phosphor screens (Kodak) and imaged with a Typhoon 9200 Variable Mode Imager (Amersham Biosciences).
Agarose gel electrophoresis
For each RNA sample, an equal volume of RNA was prepared with a 2× denaturing RNA loading buffer (95% formamide, 0.025% SDS, 0.025% bromophenol blue). The RNA was denatured by heating to 70°C for ten minutes with the RNA loading buffer and then run on a 1.2% agarose gel as described by . The ethidium bromide stained gel was visualised using a Typhoon 9200 Variable Mode Imager (Amersham Biosciences).
Microfluidic gel electrophoresis
RNA was first of all treated with TURBO DNA-free™ DNase (Ambion) according to manufacturer's instructions. 4 μL of DNase treated RNA (300 ng μCL-1) were run on an Agilent 2100 Bioanalyzer microfluidic electrophoresis chip according to the manufacturer's instructions.
Gene expression analysis
1 μg of total RNA preparation was used in a first strand cDNA synthesis reaction (10 μL final volume) using Superscript III and oligo(dT)20 (Invitrogen) following the manufacturer's instructions. After cDNA amplification, the 10 μL reaction was diluted with 60 μL of nuclease-free water, 5 μL of which was used in a 20 μL real time qRT-PCR reaction using SYBR Green Jumpstart Taq Ready Mix (Sigma-Aldrich, Cat.# S4438) and a Roche Lightcycler 480II instrument. Expression of the MADS-box transcription factor FLOWERING LOCUS C (FLC, At5g10140) was normalised to UBIQUITIN CONJUGATING ENZYME1 (UBC, At1g14400) using the comparative Cq (quantification cycle) method [13–16]. Primers were designed to bridge exons: 5'-AGC CAA GAA GAC CGA ACT CA-3' and 5'-TTT GTC CAG CAG GTG ACA TC-3' for FLC; 5'-CTG CGA CTC AGG GAA TCT TCT AA-3' and 5'-TTG TGC CAT TGA ATT GAA CCC-3' for UBC.
TRIZOL is unsuitable for extraction of RNA from very young Arabidopsis tissues
In deciding to develop a high-throughput RNA extraction method appropriate for the isolation of RNA from hundreds of Arabidopsis samples, over a broad range of developmental stages, we first examined the suitability of TRIZOL, as it had been described in previous high-throughput nucleic acid extractions  where it was favoured for its ability to simultaneously extract both DNA and RNA in a small number of steps. Using TRIZOL we could always isolate high yields of total RNA from Arabidopsis, but found unusual mRNA expression patterns in northern blots prepared using RNA from plants at different stages of growth, specifically low or undetectable expression of several mRNAs in younger seedling stages.
Closer inspection of the RNA isolated from the youngest Arabidopsis seedlings using TRIZOL reveal several interesting differences when compared with RNA isolated from an equal quantity of the same tissue using P:C-L extraction. RNA yield did not vary greatly, UV-spectrometry indicated high yields of total RNA for both methods. From 200 mg of ground plant material the TRIZOL method isolated, on average, 52 ± 35 μg total RNA, whereas from the same starting tissue the P:C-L method isolated an average of 120 ± 32 μg total RNA. Inspection of TRIZOL and P:C-L extracted RNA by gel electrophoresis revealed several differences in the total RNA profile (Figure 1B). Firstly, TRIZOL appears to isolate more of the smallest RNAs than the P:C-L approach, most likely due to the absence of a LiCl precipitation step (LiCl is ineffective at precipitating small RNAs ). Secondly, TRIZOL failed to extract two classes of RNA whose bands are marked in the P:C-L RNA lanes with asterisks. Taken together these data suggest that the RNA population being isolated by the TRIZOL and P:C-L methods differ when using young (<12-day old) Arabidopsis seedlings.
These observations support our hypothesis that although TRIZOL can satisfactorily isolate high yields of total RNA, very little mRNA is extracted from younger Arabidopsis tissue. Despite repetition of these results in independent experiments we are unable to explain this phenomenon. A recent paper by Bilgin et al. compared TRIZOL to other RNA extraction methods and found that RNA extracted by TRIZOL contained high levels of organic contamination as measured by the A230/260 ratio. The authors presented high-resolution microfluidic electrophoresis of soybean RNA extracted by several methods including TRIZOL, but there were no similar differences in the banding profile to what we asterisked in our gel image (Figure 1B). No mention was made of the stage of development the soybean tissue was at, which in light of our results, would be interesting as we found for Arabidopsis the phenomenon wanes in severity as tissue age increases.
The absence of this phenomenon when we used a P:C-L RNA extraction protocol (Figure 1) prompted us to use phenol as an alternative to TRIZOL in the development of a high-throughput RNA extraction protocol we call the HTP96 method, which we will now describe.
The HTP96 RNA extraction protocol
Harvesting plant tissue
Prepare racks of 1.2 mL collection tubes (or 1.5 mL micro-centrifuge tubes) with 3 mm tungsten-carbide grinding beads (1 per sample).
On dry ice, harvest no more than 100 mg of fresh tissue into each collection tube. If using 1.5 mL micro-centrifuge tubes up to 200 mg of tissue can be collected and frozen immediately with liquid nitrogen. NOTE: Do not overfill tubes and ensure plant material is free of surface water for optimal tissue homogenisation.
Homogenisation of plant tissue (Timing: from 5 to 90 minutes)
Firmly secure 8-strip collection tube caps and allow them to cool at -80°C before homogenising the tissue. Samples are homogenised directly in collection tube racks using a commercial bead-mill. For most Arabidopsis tissues a fine powder can be produced in around 30 seconds on a moderate to high setting, we use a GenoGrinder 2010 at 1500 rpm for 30 seconds to prepare up to 384 samples simultaneously. NOTE: Avoid excessive homogenisation to prevent thawing of tissue powder.
(Optional). If using 1.5 mL micro-centrifuge tubes, homogenise samples in pre-cooled sample holders or specially manufactured cryo-adapters to avoid thawing. Powdered plant material must then be transferred (on dry ice) to pre-cooled 96-well racks of collection tubes. This must be done for each sample individually using liquid nitrogen cooled funnels. To prepare two duplicate plates in this way takes approximately 90 minutes (one minute per sample) providing samples are organized appropriately, we typically do this by sowing and collecting samples in a specified order to minimise excessive handling of fresh and frozen samples.
HTP96 RNA extraction (Timing: 60 minutes)
For 192 RNA extractions prepare 60 mL of RE buffer (add 600 μL of 2-mercaptoethanol to 60 mL RE buffer from a stock solution) and heat to 60°C in a waterbath. Prepare 60 mL of 1:1 acidic phenol:chloroform pH 4.3 ± 0.2 (P:C) and an excess (e.g. 1 L) of 70% ethanol. NOTE: In the absence of LiCl precipitation we use acidified phenol as it has previously been reported to reduce gDNA contamination .
Working carefully but quickly, add 300 μL of RE buffer to each collection tube of frozen tissue powder using a suitable multi-channel pipette. Firmly secure 8-strip collection tube caps and mix the contents vigorously using a plate mixer until the mixture thaws.
Briefly centrifuge each plate to collect the contents of each tube and prevent cross contamination during removal of collection tube caps. Add 300 μL of P:C to each collection tube, apply fresh tube caps and mix the contents vigorously for ten minutes.
Separate the aqueous (upper) and organic phases by centrifugation for 15 minutes at maximum speed (>4000 × g).
RNA precipitation (Timing: 60 minutes)
(During step 8) prepare fresh racks of collection tubes each containing 240 μL isopropanol and 30 μL 3 M sodium acetate (pH 5.2).
Carefully transfer up to 300 μL of the aqueous phase to the freshly prepared racks of collection tubes, apply a PCR plate seal and briefly mix using a plate mixer at low speed. NOTE: Remove the aqueous phase carefully; this is best done using a manual rather than electronic multi-channel pipettor, providing greater control over the pipetting action thereby avoiding disturbance of the interphase layer.
Precipitate the nucleic acids at -80°C for 15 minutes. If small amounts of tissue debris are transferred at this stage they are usually removed in the remaining steps.
Collect the nucleic acid precipitate by centrifugation for 30 minutes at maximum speed (>4000 × g). Do not be alarmed if the samples are frozen after precipitation at -80°C, they will thaw rapidly during centrifugation.
Washing RNA (Timing: 30 minutes)
Ensure all collection tube strips are intact, secure the collection tubes to the rack with masking tape and discard the supernatant by inverting the plate over a suitable container. As the nucleic acids are precipitated at this stage the possibility of cross-contamination is minimal (a pipette can be used if preferred). NOTE: If the 8-strip collection tube format is damaged, separated collection tubes can be lost during inversion of the tube rack. This is easily avoided by careful handling.
Wash the nucleic acid pellets with 600 μL of 70% ethanol to remove SDS, EDTA and other contaminants, apply a PCR plate seal, mix gently for a short time and centrifuge at maximum speed (>4000 × g) for five minutes. Discard the ethanol as described in step 13 and wash a second time.
Remove any remaining traces of ethanol by inverting the racked collection tubes onto absorbent paper (or by using a pipette) and allow the pellets to air dry. Drying is facilitated by periodically knocking the racks firmly, but gently, several times onto absorbent paper. The RNA pellet is considered dry when no further drops of liquid appear, this typically requires 30 minutes with three or four rounds of knocking onto absorbent paper. NOTE: Be careful not to lose the RNA pellets, they are securely attached to the tube but rough handling can dislodge them.
Dissolving RNA (Timing: 20 minutes)
Dissolve the nucleic acid pellet (mostly RNA) with 50-100 μL of nuclease-free water, apply a PCR plate seal and gently mix the contents using a plate mixer. Briefly centrifuge the dissolved RNA to remove any unwanted solid contaminants, e.g. tissue debris and transfer to a 96-well PCR plate. The samples can be stored at -20°C short term but should be stored long-term at -80°C. (Optional) At this stage aliquots of RNA may be treated with DNase as required. NOTE: In most cases DNase treatment is not necessary if HTP96 RNA is to be used for real time qRT-PCR.
Analysis of HTP96-extracted RNA quality by electrophoresis
Measuring HTP96 RNA concentration and purity by UV-spectrophotometry
Analysis of HTP96-extracted RNA by real time qRT-PCR
The quality and uniformity of HTP96 RNA was assessed further by real time qRT-PCR. A common assay we use is to measure the effect of cold treatment on expression of the MADS-box transcription factor FLOWERING LOCUS C (FLC). Several Arabidopsis accessions with well characterised responses of FLC to cold treatment (e.g. Col FRI-SF2 and Löv-1 ) were assessed. Equal quantities of the same tissue powder were used for RNA isolation using the HTP96 and the longer P:C-L extraction protocol that we have used previously [6–8] and which includes LiCl and DNase treatment. In contrast, HTP96 RNA was used immediately in reverse transcription and real time qRT-PCR without further purification or DNase treatment, instead we relied on a more time and cost-effective strategy to control against gDNA contamination using primers that bridge exons .
Here we demonstrate concern over the use of TRIZOL for the extraction of RNA from the youngest Arabidopsis seedlings and suggest that phenol provides a cheaper and more reliable alternative. We describe an optimised, 96-well format high-throughput RNA extraction protocol (HTP96) based on a simple, cheap and reliable P:C-L method [4, 5] that is widely used to isolate RNA from a broad variety of species and plant tissues. UV-spectrophotometry and microfluidic electrophoresis show that the HTP96 protocol is able to isolate good yields of highly intact RNA (40 to 100 μg per 100 mg of starting tissue), that is free from appreciable levels of contaminating proteins, phenol or salts (A260/A280 ~2.0 and A260/A230 >2.2) and is of comparable quality to RNA isolated using a standard P:C-L extraction protocol but with improved throughput (typically, 192 samples in three hours).
We have shown that HTP96 RNA is suitable for immediate use in reverse transcription and real time qRT-PCR. Quantification of RNA can be omitted due to the high level of consistency in RNA yield and quality when using a similar input of tissue. Furthermore, we have shown that the use of exon-bridging real time qRT-PCR primers controlled the moderate gDNA contamination present in HTP96 RNA preparations. This removes the need for DNase treatment and LiCl precipitation, facilitating high-throughput analyses of gene expression. However, in cases where primers cannot be designed to bridge exons, e.g. when working with intronless transcripts (21.7% of Arabidopsis genes lack introns , or when real time qRT-PCR is not the intended application for HTP96 RNA, contaminating gDNA can be removed by DNase treatment.
The HTP96 protocol is a novel application of a well-established method of isolating high quality RNA. By adopting a 96-well format we have developed an improved protocol that allows phenol:chloroform extraction to be used to isolate large numbers of RNA samples using commonly available laboratory equipment. This method provides a cheap alternative to expensive 96-well format kits or effective, but low-throughput methods. We have since used the HTP96 protocol to assess gene expression in thousands of samples from hundreds of Arabidopsis accessions in conjunction with 96 and 384-well real time qRT-PCR thermocyclers, now commonplace in many laboratories.
We propose that the HTP96 protocol is of broad significance to the wider plant science community and will be fruitful for other users wishing to conduct high-throughput transcript profiling in a time and cost effective manner.
The authors thank Clare Lister, Phil Wigge and the reviewers for helpful comments and suggestions. MSB is supported by NIH R01 grant GM083068, VC by a Marie Curie Intra-European Fellowship within the 7th European Community Framework Programme (IEF FP7 220799), work in the lab of CD is supported by grants from BBSRC, NIH and the ERC. JSM was supported by EC grant QLK5-CT-2001-01412, BBSRC grant BB/C517633/1 and is currently an ARC QEII Fellow (DP0879133).
- Czechowski T, Bari RP, Stitt M, Scheible W-R, Udvardi MK: Real-time RT-PCR profiling of over 1400 Arabidopsis transcription factors: unprecedented sensitivity reveals novel root- and shoot-specific genes. Plant J. 2004, 38 (2): 366-379. 10.1111/j.1365-313X.2004.02051.x.View ArticlePubMed
- Michaels S, Amasino R: High throughput isolation of DNA and RNA in 96-well format using a paint shaker. Plant Mol Biol Rep. 2001, 19 (3): 227-233. 10.1007/BF02772894.View Article
- Bilgin DD, DeLucia EH, Clough SJ: A robust plant RNA isolation method suitable for Affymetrix GeneChip analysis and quantitative real-time RT-PCR. Nat Protoc. 2009, 4 (3): 333-340. 10.1038/nprot.2008.249.View ArticlePubMed
- Botella JR, Arteca JM, Schlagnhaufer CD, Arteca RN, Phillips AT: Identification and characterization of a full-length cDNA encoding for an auxin-induced 1-aminocyclopropane-1-carboxylate synthase from etiolated mung bean hypocotyl segments and expression of its mRNA in response to indole-3-acetic acid. Plant Mol Biol. 1992, 20 (3): 425-436. 10.1007/BF00040602.View ArticlePubMed
- Etheridge N, Trusov Y, Verbelen JP, Botella JR: Characterization of ATDRG1, a member of a new class of GTP-binding proteins in plants. Plant Mol Biol. 1999, 39 (6): 1113-1126. 10.1023/A:1006137221259.View ArticlePubMed
- Geraldo N, Baurle I, Kidou S-i, Hu X, Dean C: FRIGIDA delays flowering in Arabidopsis via a cotranscriptional mechanism involving direct interaction with the nuclear cap-binding complex. Plant Physiol. 2009, 150 (3): 1611-1618. 10.1104/pp.109.137448.PubMed CentralView ArticlePubMed
- Mylne J, Barrett L, Tessadori F, Mesnage S, Jacobsen S, Johnson L, Bernatavichute Y, Fransz P, Dean C: LHP1, the Arabidopsis homologue of HETEROCHROMATIN PROTEIN1 is required for epigenetic silencing of FLC. Proc Natl Acad Sci USA. 2006, 103 (13): 5012-5017. 10.1073/pnas.0507427103.PubMed CentralView ArticlePubMed
- Shindo C, Lister C, Crevillen P, Nordborg M, Dean C: Variation in the epigenetic silencing of FLC contributes to natural variation in Arabidopsis vernalization response. Genes & Development. 2006, 20 (22): 3079-3083.View Article
- Sambrook J, Russell DW: Molecular cloning: a laboratory manual. 2001, Cold Spring Harbor, NY: Cold Spring Harbor Laboratory Press, 3
- Wilkins T, Smart L: Isolation of RNA from plant tissue. A laboratory guide to RNA: Isolation, Analysis and Synthesis. Edited by: Krieg PA. 1996, New York, USA: Wiley, 464-
- Czechowski T, Stitt M, Altmann T, Udvardi MK, Scheible W-R: Genome-wide identification and testing of superior reference genes for transcript normalization in Arabidopsis. Plant Physiol. 2005, 139 (1): 5-17. 10.1104/pp.105.063743.PubMed CentralView ArticlePubMed
- Gutierrez L, Mauriat M, Pelloux J, Bellini C, Van Wuytswinkel O: Towards a systematic validation of references in real-time RT-PCR. Plant Cell. 2008, 20 (7): 1734-1735. 10.1105/tpc.108.059774.PubMed CentralView ArticlePubMed
- Livak KJ, Schmittgen TD: Analysis of relative gene expression data using Real-Time quantitative PCR and the 2-[Delta][Delta]CT method. Methods. 2001, 25 (4): 402-408. 10.1006/meth.2001.1262.View ArticlePubMed
- Bustin SA, Benes V, Garson JA, Hellemans J, Huggett J, Kubista M, Mueller R, Nolan T, Pfaffl MW, Shipley GL: The MIQE guidelines: minimum information for publication of quantitative real-time PCR experiments. Clin Chem. 2009, 55 (4): 611-622. 10.1373/clinchem.2008.112797.View ArticlePubMed
- Pfaffl MW: A new mathematical model for relative quantification in real-time RT-PCR. Nucleic Acids Res. 2001, 29 (9): e45-10.1093/nar/29.9.e45.PubMed CentralView ArticlePubMed
- Pfaffl MW: Quantification strategies in real-time PCR. A-Z of quantitative PCR. Edited by: Bustin SA. 2004, La Jolla CA, USA: International University Line (IUL), 5: 912-
- Chomczynski P, Sacchi N: Single-step method of RNA isolation by acid guanidinium thiocyanate-phenol-chloroform extraction. Anal Biochem. 1987, 162 (1): 156-159. 10.1016/0003-2697(87)90021-2.View ArticlePubMed
- Michaels SD, Amasino RM: FLOWERING LOCUS C encodes a novel MADS domain protein that acts as a repressor of flowering. Plant Cell. 1999, 11 (5): 949-956. 10.1105/tpc.11.5.949.PubMed CentralView ArticlePubMed
- Jain M, Khurana P, Tyagi AK, Khurana JP: Genome-wide analysis of intronless genes in rice and Arabidopsis. Funct Integr Genomics. 2008, 8 (1): 69-78. 10.1007/s10142-007-0052-9.View ArticlePubMed
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