Two-fold differences are the detection limit for determining transgene copy numbers in plants by real-time PCR
© Bubner et al; licensee BioMed Central Ltd. 2004
Received: 21 February 2004
Accepted: 13 July 2004
Published: 13 July 2004
After transformation, plants that are homozygous and contain one copy of the transgene are typically selected for further study. If real-time PCR is to be used to determine copy number and zygosity, it must be able to distinguish hemizygous from homozygous and one-copy from two-copy plants. That is, it must be able to detect two-fold differences.
When transgenic Nicotiana attenuata plants which had been previously determined by Southern analysis to contain one or two copies of the transgene, were analyzed by real-time PCR (2-ΔΔCt method), the method failed to confirm the results from the Southern analysis. In a second data set we analyzed offspring of a hemizygous one-copy plant, which were expected to segregate into three groups of offspring in a 1:2:1 ratio: no transgene, hemizygous, homozygous. Because it was not possible to distinguish homozygous from hemizygous plants with real-time PCR, we could not verify this segregation ratio.
Detection of two-fold differences by real-time PCR is essential if this procedure is to be used for the characterization of transgenic plants. However, given the high variability between replicates, a detection of two-fold differences is in many cases not possible; in such cases Southern analysis is the more reliable procedure.
Real-time PCR is widely used to detect and quantify DNA and cDNA in such diverse applications as the detection of transgenic contamination in food or expression studies [1, 2]. Real-time PCR has been proposed for determining transgene copy number in transformed plants [3–6]. For many applications transformants are required to harbor only one copy (per haploid genome) of the transgene to increase the stability of the construct over many generations of subsequent breeding. Real-time PCR is faster and less expensive than the traditional method of determining copy number, Southern analysis, and requires less plant material.
Despite these advantages many authors speak of "estimating" copy number by real-time PCR [5, 6]. How well real-time PCR performs depends on the objectives of the study. Many transformation methods, such as ballistic transformation  or whiskers transformation  yield a high proportion of transformants with highly differing numbers of transgenes and only a small proportion of primary transformants with low copy numbers. In these cases it is important to identify promising candidates for further breeding at an early stage, and hence being able to distinguish transformants with low copy numbers (one or two) from those with high copy numbers is sufficient. However, for actual experiments or commercial release, copy number has to be established without error, and for such applications real-time PCR must be able to precisely distinguish plants with one, two, or three transgenes. In protocols using Agrobacterium-mediated transformation which produce predominantly only one or two-copy transformants [9, 10] real-time PCR will only be useful for copy-number determination if it can distinguish one from two copies with a high degree of certainty.
To test the ability of real-time PCR to detect two-fold differences, we analyzed Nicotiana attenuata Torrey ex. Watson plants that were transformed with constructs containing fragments of the endogenous oxylipin genes, hydroperoxide lyase (hpl), allene oxide synthase (aos) and lipoxygenase (lox) in an antisense orientation. The objective of these transformations was to manipulate the oxylipin cascade of plants to facilitate an understanding of defense signaling when plants are attacked by herbivores . N. attenuata is a diploid tobacco that propagates largely by selfing, which facilitates large-scale breeding and is rapidly becoming a model organism for the analysis of plant-herbivore interactions . We compared transgene copy number in homozygous T2 plants as determined by Southern and real-time PCR analyses. A further test of the ability of real time PCR to distinguish two-fold differences was conducted by analyzing T2 offspring of a segregating hemizygous T1 line consisting of plants that were null, hemizygous and homozygous for the transgene. Homozygous plants should contain twice as many transgenes as hemizygous plants.
Results and Discussion
Determining copy numbers
Copy number analysis for progeny of 13 homozygous lines (two plants for each line) with two different calibrators.
ΔCt (Ct FAM - Ct TET) ± SDa
Copy number with A434-4-2 as calibrator
Copy number with A300-1-2 as calibrator
Copy number from Southern analysis
0.42 ± 0.11
2.26 ± 1.77
0.28 ± 0.07
0.72 ± 0.10
0.89 ± 0.24
1.80 ± 0.44
1.76 ± 0.63
3.17 ± 0.34
2.69 ± 1.36
2.69 ± 0.95
0.69 ± 0.06
1.13 ± 0.32
1.10 ± 0.07
1.88 ± 0.14
2.36 ± 0.35
1.91 ± 0.25
1.32 ± 0.64
1.02 ± 0.25
2.62 ± 0.27
2.46 ± 0.36
-0.17 ± 0.22
0.74 ± 0.73
1.42 ± 0.69
0.93 ± 0.75
-0.06 ± 0.39
-0.32 ± 0.16
12.04 ± 0.81
8.51 ± 0.10
9.02 ± 0.26
Summary of Table 1: Unambiguous copy numbers, for a line all four copy numbers must be the same: real-time PCR copy numbersa for plant 1 and 2, Southern copy numbers for plant 1 and 2.
15% (2 o13 lines)
46% (6 of 13 lines)
Variation in triplicate measurements for each amplicon in two plants of as-hpl line A340-1: standard deviation of endogenous control adds to the standard deviation of the transgene, resulting in a ΔCt standard deviation as high as the difference (of one) to measure
Amplification of ampNAT1 (transgene)
Amplification of ampGSP1 (endogenous control)
Average ± SD
Average ± SD
Ct FAM-Ct TET
Average ± SD
21.72 ± 0.47
20.39 ± 0.19
1.32 ± 0.64
21.26 ± 0.16
20.23 ± 0.12
1.02 ± 0.25
Another possible reason for high standard deviation is high Ct values, because they indicate low numbers of starting molecules. However, in Figure 1B (e.g. 1:125 dilution for ampNAT1) and Additional File 1, samples with high average Ct have still low standard deviation. Thus, we do not observe a correlation between standard deviation and Ct value or standard deviation and plate position and conclude that the observed variation is a random PCR artifact.
To determine if the variability in measuring two-fold differences is independent of the problems associated with the choice of calibrators, we examined ΔCt values of offspring of a heterozygous line. As-hpl line A 443-1 (T1) had been previously shown by classical segregation analysis to be hemizygous for the transgene . By Southern analysis we confirmed that T2 offspring segregate in the ratio 3:1 for the transgene (Figure 2B). Because of the inaccuracies of determining DNA-concentration by OD260 measurements we refrained from using signal intensity of the Southern blot for determining zygosity. Indeed, the strength of real-time PCR with endogenous controls is its independence from the need for exact DNA measurements.
ΔCt values for progeny of heterozygous T1 line A443-1 (21 plants) in ascending order
ΔCt (Ct FAM-Ct TET) ± SDa
Containing the transgene according to Southern analysis (homo- and hemizygous)
1.12 ± 0.35
1.25 ± 0.20
1.36 ± 0.33
1.50 ± 0.08
1.54 ± 0.17
1.55 ± 0.06
1.56 ± 0.23
1.60 ± 0.20
1.73 ± 0.06
1.82 ± 0.61
1.96 ± 0.25
2.03 ± 0.08
2.04 ± 0.22
2.06 ± 0.22
2.13 ± 0.10
2.15 ± 0.23
no transgene according to Southern analysis
5.08 ± 0.22
5.25 ± 0.32
5.98 ± 0.39
6.36 ± 0.27
7.25 ± 0.02
8.18 ± 0.04
11.18 ± 2.09
Despite the inaccuracies in assigning homo- and hemizygous plants by real-time PCR, transgenic plants could be separated from nontransgenic plants at the ratio of 3.2:1 (16 plants with transgene, five without). The five nontransgenic plants by real-time PCR (Table 4) are the same as designated by Southern analysis (Figure 2B).
Contamination with transgene results in ΔCt values between five and seven for untransformed plants with Ct values for the transgene between 24.9 and 26.8 (Additional File 2). This is high contamination. However with an Agrobacterium-mediated transformation method, contamination is not completely avoidable because Agrobacteria carrying the transgene could be growing on the plant's surfaces. This is especially true for outcrossed offspring of a transgenic line that grow together with transformed plants. For controls and wildtypes grown separately from the transgenic plants the Cts for ampNAT1 and the resulting ΔCts are much higher (Additional File 2, bottom lines Table 4). Despite this relatively high contamination, the contribution to the standard deviation is minimal. The minimum ΔCt difference between transgenic plants and nontransgenic plants in Table 4 is 2.93 and the maximum difference is 6.05. According to the 2-ΔΔCt relationship, the nontransgenic plants contain 1/8 to 1/66 of the DNA of the transgenic plant and will contribute this amount to the Ct values of the transgenics. The contamination decreases the Ct value of the transgenic plants between 0.18 and 0.02 which corresponds to a standard deviation of approximately 0.08.
Minor groove binder amplicon
In order to test whether the standard deviation of Ct values can be reduced by using a different target sequence, amplicon ampNOT2 was designed to target the NOS-terminator. AmpNAT1 was targeted to the coding sequence of the resistance gene, because the Primer Express software version 1.0 could not find a TaqMan® amplicon in the AT rich sequence of the NOS-terminator. By using a Minor Groove Binder (MGB) probe and Primer Express 1.5 (supporting this new probe chemistry) ampNOT2 could be targeted to the NOS-terminator. MGB probes are double dye oligonucleotides featuring additional minor groove binding ligands on the 3' prime end which hyper-stabilize the duplex with the complementary DNA template . This allows the probe to stay annealed to AT rich sequences at 60°C during the extension phase. Two further improvements for better signal generation is the use of VIC (a proprietary dye by ABI) as reporter dye yielding higher fluorescence than TET and the use of a dark quencher emitting transferred energy as heat (instead as fluorescence like TAMRA) and thereby reducing cross fluorescence with reporter dyes.
In addition to representing a technical improvement, ampNOT2 would have allowed direct comparison with Southern data, because the radioactive probe was also targeted to the NOS-terminator. However, although high quality DNA (originally extracted with CTAB for Southern analysis) of as-hpl sample A443-1-12 was used, the Ct value standard deviation on 1:2 dilution series (Figure 1C) was not lower as compared with the conventional TaqMan® amplicon ampNAT1 (Figure 1B). The Ct values for ampNOT2 have been much higher than for ampNAT1 (Figure 1B and 1C). Because SD and Ct values did not improve, ampNOT2 is not a suitable replacement of ampNAT1. With a theoretically better probe chemistry and a purer template, SD and Ct values did not improve. In conclusion, even with the additional effort, we could not optimize real-time PCR to detect small differences.
Quantification by real-time PCR is an amplification-based procedure. Thus, small fluctuations in the starting conditions of a PCR assay will lead to large fluctuation of the product amount which is expressed in Ct values (or equivalents). Thus seemingly small standard deviations of Ct values (between 0.3 and 1) are amplified in the analysis because a Ct difference of one represents a two-fold difference in starting amount. In addition to the variability of the transgene measurements, the variability of the endogenous control measurement must also be considered.
We do not challenge the claim that real-time PCR is a useful quantification procedure, particularly when distinguishing plants with vastly different copy numbers. In our experiments, the plants with highest copy numbers by real-time PCR were also the plants that contained 2 copies of the transgene according to Southern analysis. Other researchers using real time PCR for copy number determination do not claim that exact determinations are possible and report considerable mismatches between determinations by real-time PCR and Southern analysis [3, 6].
Our experiments demonstrate that the required two-fold difference is at the detection limit of real-time PCR due to random PCR variation. Although in our experiments contamination contributes to the observed standard deviation, its contribution is so low that copy number determination would have been possible if the random PCR effects were lower. Contamination is difficult to avoid in Agrobacterium-based transformation procedures and a high throughput copy number determination method must be sufficiently robust to deliver correct copy numbers with contaminated plants. In laboratories that use Agrobacterium-based procedures to produce many one and two-copy transformants at a relatively low output of primary transformants, Southern analysis is the preferred technique for copy number determinations.
Nicotiana attenuata Torrey ex Watson plants were transformed with cassettes expressing the genes for hydroperoxide lyase (hpl), allene oxide synthase (aos) and lipoxygenase (lox) in antisense (as) orientation by an Agrobacterium-mediated method, and were tested for expression of the transgenes by segregation analysis of the selectable marker and oxylipin phenotypic screens . All experiments were performed with T2 plants that were progeny of homozygous T1 lines (five as-hpl, four as-aos, four as-lox), plus progeny of one T1 line (A443-1), which was hemizygous for as-hpl.
Leaves from plants in the late rosette stage were extracted with the Ariel method for DNA extraction for quantitative PCR and cloning of chromosomal sequences. This method relies on lysis with the detergent Ariel (Procter and Gamble, Schwalbach, Germany) and subsequent phenol/chloroform extraction as described in . The CTAB-method  was modified to remove RNA for DNA extraction for Southern analysis. Two g of leaf material (flowering plants) were ground with mortar and pestle in liquid nitrogen and extracted in 4 ml hot (65°C) buffer (2% CTAB w/v, 100 mM Tris pH 8.0, 20 mM EDTA pH 8.0, 1.4 mM NaCl, 1% PVP Mr 40000, 1% β-mercaptoethanol) and 5 ml of chloroform/isoamyl alcohol 24:1. After being mixed and centrifuged, the supernatant was again phase-separated with 1 ml 5% CTAB (w/v in 0.35 M NaCl) solution and 5 ml chloroform/isoamyl alcohol 24:1. The nucleic acids in the resulting supernatant were precipitated with 2/3 volume ice cold isopropanol. After rehydrating the pellet in 500 μl high salt TE (10 mM Tris pH 8.0, 1 mM EDTA pH 8.0, 1 M NaCl, 100 ng/μl RNase A; Roth, Karlsruhe, Germany), the solution was incubated at 37°C for 15 min. Following a phase separation with 500 μl chloroform/isoamyl alcohol 24:1, the supernatant was taken and the DNA was precipitated by adding 1 ml ice cold 100% ethanol. The pellet resulting from centrifugation was washed with 80% ethanol and rehydrated in 50 μl 10 mM Tris pH 8.0. OD260 measurements on a Biophotometer (Eppendorf, Hamburg, Germany) indicated concentrations between 0.5–2.0 μg/μl. For each homozygous line, DNA from 2 plants was extracted.
Cloning of chromosomal sequences of plastidic glutamine synthetase (endogenous control)
The cDNA sequence of N. attenuata plastidic glutamine synthetase (GSP), which is encoded in the nucleus, was cloned previously in our lab (accession number AY426758). Because GSP was to be used as an endogenous control, we determined its chromosomal sequence to confirm that the target sequence was not interrupted by an intron.
PCR on chromosomal DNA
PCR was performed with a Master Cycler Gradient (Eppendorf, Hamburg, Germany) in 10 μl PCR Mix containing 1 × buffer + 1 U Taq polymerase (Eppendorf, Germany, Hamburg), 400 μM dNTPs, 1 μM for each primer and wildtype DNA (inbred line Utah DI92) as template according to the PCR program: 2 min at 94°C, 30 cycles of 30 s at 94°C, 30 s at 64°C, 90 s at 72°C. Amplification with the primer pairs GSP1-19 (5'-GGCCGAGATATATCAGATG-3'), GSP2-18 (5'-GCGAAGGGAGAGATTCAG-3') and GSP9-19 (5'-GAGTACACCTTACTCCAAC-3'), GSP10-18 (5'-CTCAAGGATGTATCTAGC-3') yielded the fragments GS58-0 (≈1300 bp) and GS58-4s (≈550 bp), respectively. The sequences of the corresponding fragments on the cDNA overlapped.
Fragment GS58-0 was cloned into the vector pCR2.1 using TOPO TA Cloning® kit (Invitrogen, Groningen, Netherlands) and electro-transformed into E. coli TOP10F' according to the manufacturer's instructions. Fragment GS-58-4s was treated with T4-DNA-Polymerase to produce blunt ends, ligated to a SmaI digest of pUC19 and electro-transformed into E. coli TOP10F'.
For GS58-0, two clones were sequenced on a Genetic Analyzer 3100 (Applied Biosystems, Darmstadt, Germany), each with the primers UNIFOR (5'-CGCCAGGGTTTTCCCAGTCACGAC-3') and UNIREV (5'-AGCGGATAACAATTTCACACAGGA-3'). Because the sequences of the forward and reverse sequencing reactions did not overlap, a third reaction with primer GSP19-20 (5'-GGTGACTGGAATGGTGCCGG-3') was necessary. With this information plus the sequences of forward and reverse sequencing reactions of one clone of GS58-4s, a 1700 bp sequence of chromosomal DNA coding for plastidic glutamine synthetase (accession number AY183657, bp 717-2416) was assembled.
Approximately 10 μg of DNA were digested with 62.5 U SspI (NEB, Frankfurt/Main, Germany) at 37°C for 4 or 16 hrs respectively. After separation on a 0.8% agarose gel, the DNA was blotted on Gene Screen Plus® Nylon membrane (NEN, Boston, MA) by capillary transfer according to the manufacturer's instructions. A radiolabeled probe of 260 bp corresponding to the NOS-terminator was prepared by PCR using [α-32P dCTP] (Perkin Elmers, Mechelen, Netherlands) the primers NOT1-29 (5'-CCCGATCTAGTAACATAGATGACACCGCG-3'), NOT2-23 (5'-CCCCGATCGTTCAAACATTTGGC-3') and the plasmid pNATLOX (Fig 1A) as template. After probe hybridization overnight at 65°C, the membranes were washed twice at 65°C in washing buffer (2 × SSC, 0.1% SDS) and analyzed on a Phosphoimager FLA 3000 (Fujifilm Europe, Düsseldorf, Germany).
The principles of TaqMan® chemistry for real time detection of PCR products are explained in  and in the handbooks for real-time PCR machines that can use the TaqMan® chemistry.
Probes and primers
Primers and probes used for the real-time PCR
Amplicon: length, Tm
Oligonucleotide: Length, Tm
Sequence with dyes (for probes)
Endogenous control: Plastidic glutamine-synthetase
ampGSP1 86 bp, 79°C
Forward primer GSP20-24 24 bp, 54°C
Reverse primer GSP21-22 22 bp, 56°C
Probe (binds to same strand as GSP21-22) 24 bp, 64°C
Transgene: Streptothricin-acetyl transferase
ampNAT1 86 bp, 81°C
Forward primer NAT8-18 18 bp, 57°C
Reverse primer NAT9-20 20 bp, 56°C
Probe (binds to same strand as NAT8-18) 23 bp, 64°C
AmpNOT2 76 bp, 74°C
Forward primer NOT5-24 24 bp, 59°C
Reverse primer NOT6-23 23 bp, 59°C
Probe (binds to same strand as NOT5-24) 20 bp, 69°C
FAM-5'-CATTTAATACGC GATAGAAA-3'-Q-MGB Q = dark quencher
Real-time PCR machine and chemicals
Real-time PCR was performed using the qPCR Mastermix (containing HotGoldStar Taq polymerase, dNTPs with dUTP replacing 1/3 of dTTP, uracil-N-glycosylase, reference dye ROX) and 96-well plates with optical caps from Eurogentec (Cologne, Germany) on a SDS 7700 Sequence detector from ABI (Weiterstadt, Germany). Some individual components of the qPCR core kit from Eurogentec were used for testing.
Concentrations and PCR program for 25 μl assays were as follows: Mastermix 1×, primers 500 nM, probe 100 nM, MgCl2 5 mM (supplied in the Mastermix), 2 min at 50°C (uracil-N-glycosylase digest), 10 min at 95°C (polymerase activation) and 45 cycles with 15 s at 95°C and 1 min at 62°C. The amount of DNA varied between 10 and 100 ng for each sample. Amplicons ampNAT1 and ampGSP1 were amplified in the same well (multiplex assay), ampNOT2 as singleplex assay. Each sample was assayed in triplicate, and analyzed with the SDS software 1.6.3 (ABI, Weiterstadt, Germany) and Microsoft Excel.
Quantification by the 2-ΔΔCtmethod
The derivation of quantification by real-time PCR and the 2-ΔΔCt method have been described elsewhere [16, 17] and only the results are shown here. Real-time PCR quantification is based on the description of exponential growth:
Xn = X0 × (1+E)n (1).
where Xn is the number of target molecules after n cycles, X0 the initial number of target molecules, n the number of cycles and E the efficiency of the reaction. An E of one means that the number of molecules doubles during each cycle.
Although Xn is physically measured as fluorescence, a real-time PCR machine provides the Ct value, the cycle number C at which the PCR product triggers a certain amount of fluorescence (threshold t).
Initial target amounts and Ct value
Low Ct values indicate a high initial target amount, high Ct values the opposite. For reactions with E = 1, the amount of product doubles after each cycle and following relationship applies:
2 × X0 ⇒ Ct-1 (2).
Consequently, if the initial number of target molecules X0 doubles, the fluorescence will cross the threshold one PCR cycle earlier.
To normalize the input amount of chromosomal DNA, both the transgene sequence (ampNAT1) and a plant gene, in this case plastidic glutamine synthetase (ampGSP1), are amplified (Table 5). This plant gene is located on the chromosomal DNA and serves as an endogenous control against which the signal for the transgene can be normalized. If both amplicons propagate with the same efficiency, the difference between the Ct for the transgene (Ctt) and the Ct for the endogenous control (Cte) will be constant, independent of the amount of chromosomal input DNA:
ΔCt = Ctt - Cte (3).
The ΔCt value of a sample with known zygosity but unknown copy number can be related to the ΔCt value of a calibrator for which copy number and zygosity are known. Thus, if a one-copy homozygous calibrator and a homozygous sample have the same ΔCt, the sample contains one copy of the transgene. More generally, the ratio of the initial number of transgenes in the sample (Xs) against the initial number of transgenes in the calibrator (Xcal) can be calculated as follows:
Xs/Xcal = (1+E)-ΔΔCt (4)
where ΔΔCt = ΔCts-ΔCtcal.
Note that E of the PCR is a simplified term and that this equation can only be used when the efficiencies of all PCRs are the same. However this equation is also valid for efficiencies lower than 1, so that the 2-ΔΔCt method, as coined by Livak et al. , is actually a (1+E)-ΔΔCt method.
Ct values of dilution series are plotted against the common logarithm of the dilution. If the amount of PCR product doubles every cycle, the slope for this graph will be -3.32. With the slope and after converting equation (1), the efficiency of the reaction can be calculated as:
E = 10-(1/slope)-1 (5).
Another test for the validity of 2-ΔΔCt method plots ΔCt against log dilution. Here the slope should be close to zero, because if both reactions have the same efficiency ΔCt does not depend on the dilution series.
- Holck A, Va M, Didierjean L, Rudi K: 5 '-nuclease PCR for quantitative event-specific detection of the genetically modified Mon810 MaisGard maize. Eur Food Res Technol. 2002, 214: 449-453. 10.1007/s00217-001-0473-y.View Article
- Panchuk ,II, Volkov RA, Schoffl F: Heat stress- and heat shock transcription factor-dependent expression and activity of ascorbate peroxidase in Arabidopsis. Plant Physiol. 2002, 129: 838-853. 10.1104/pp.001362.View Article
- Ingham DJ, Beer S, Money S, Hansen G: Quantitative real-time PCR assay for determining transgene copy number in transformed plants. Biotechniques. 2001, 31: 132-140.
- Schmidt MA, Parrott WA: Quantitative detection of transgenes in soybean [Glycine max (L.) Merrill] and peanut (Arachis hypogaea L.) by real-time polymerase chain reaction. Plant Cell Reports. 2001, 20: 422-428. 10.1007/s002990100326.View Article
- Song P, Cai CQ, Skokut M, Kosegi BD, Petolino JF: Quantitative real-time PCR as a screening tool for estimating transgene copy number in WHISKERS (TM)-derived transgenic maize. Plant Cell Reports. 2002, 20: 948-954. 10.1007/s00299-001-0432-x.View Article
- Mason G, Provero P, Varia AM, Acotto GP: Estimating the number of integrations in transformed plants by quantitative real-time PCR. BMC Biotechnology. 2003, 2: 20-10.1186/1472-6750-2-20.View Article
- Cooley J, Ford T, Christou P: Molecular and Genetic-Characterization of Elite Transgenic Rice Plants Produced by Electric-Discharge Particle-Acceleration. Theoretical and Applied Genetics. 1995, 90: 97-104. 10.1007/BF00221001.View Article
- Frame BR, Drayton PR, Bagnall SV, Lewnau CJ, Bullock WP, Wilson HM, Dunwell JM, Thompson JA, Wang K: Production of fertile transgenic maize plants by silicon carbide whisker-mediated transformation. The Plant Journal. 1994, 6: 941-948. 10.1046/j.1365-313X.1994.6060941.x.View Article
- Grevelding C, Fantes V, Kemper E, Schell J, Masterson R: Single-copy T-DNA insertions in Arabidopsis are the predominant form of integration in root-derived transgenics, whereas multiple insertions are found in leaf discs. Plant Mol Biol. 1993, 23: 847-860. 10.1007/BF00021539.View Article
- Selvapandiyan A, Reddy VS, Kumar PA, Tewari KK, Bhatnagar RK: Transformation of Nicotiana tabacum with a native cry1Ia5 gene confers complete protection against Heliothis armigera. Mol Breed. 1998, 4: 473-478. 10.1023/A:1009696027993.View Article
- Krügel T, Lim M, Gase K, Halitschke R, Baldwin IT: Agrobacterium-mediated transformation of Nicotiana attenuata, a model ecological expression system. Chemoecology. 2002, 12: 177-183.View Article
- Baldwin IT: An ecologically motivated analysis of plant-herbivore interactions in native tobacco. Plant Physiol. 2001, 127: 1449-1458. 10.1104/pp.127.4.1449.View Article
- PRISM ABI: 7700 Sequence Detection System User Bulletin Nr. 2. 1997, 3-10.
- Kutyavin IV, Afonina IA, Mills A, Gorn VV, Lukhtanov EA, Belousov ES, Singer MJ, Walburger DK, Lokhov SG, Gall AA, Dempcy R, Reed MW, Meyer RB, Hedgpeth J: 3 '-minor groove binder-DNA probes increase sequence specificity at PCR extension temperatures. Nucleic Acids Res. 2000, 28: 655-661. 10.1093/nar/28.2.655.View Article
- Rogers SO, Bendich AJ: Extraction of total cellular DNA from plants, algae and fungi. Plant Molecular Biology Manual, 2nd ed. Edited by: Gelvin S B and Schilperoort R A. 1994, Dordrecht/Boston/London, Kluwer Academic Publishers, D1:1-8. 2nd
- Heid CA, Stevens J, Livak KJ, Williams PM: Real time quantitative PCR. Genome Res. 1996, 6: 986-994.View Article
- Livak KJ, Schmittgen TD: Analysis of relative gene expression data using real-time quantitative PCR and the 2(T)(-Delta Delta C) method. Methods. 2001, 25: 402-408. 10.1006/meth.2001.1262.View Article
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