expression analysis of dc antifreeze protein during...

27
CHAPTER 3 EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING COLD STRESS BY SEMI-QUANTITATIVE REVERSE TRANSCRIPTASE PCR (sq RT-PCR) AND QUANTITATIVE REAL TIME PCR (q RT-PCR) 3.0 ABSTRACT The change in environmental temperature activates the array of genes that helps the plants to maintain the cellular and physiological functions. The transcript abundance of the AFP in carrot plants was investigated by semi-quantitative reverse transcriptase PCR (sq RT-PCR) and quantitative Real Time PCR (q RT-PCR). The sq RT-PCR revealed that the AFP gene is cold induced as transcript accumulation increased along with the stress time. The expression analysis by q RT-PCR revealed that, the gene expression increased 380 fold after 24 h of cold stress. The results of sq RT-PCR and q RT PCR revealed that the carrot AFP could be an ideal candidate for producing cold tolerant transgenic plants. 108 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Upload: others

Post on 30-May-2020

7 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

CHAPTER 3

EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING

COLD STRESS BY SEMI-QUANTITATIVE REVERSE TRANSCRIPTASE

PCR (sq RT-PCR) AND QUANTITATIVE REAL TIME PCR (q RT-PCR)

3.0 ABSTRACT

The change in environmental temperature activates the array of genes that helps

the plants to maintain the cellular and physiological functions. The transcript abundance

of the AFP in carrot plants was investigated by semi-quantitative reverse transcriptase

PCR (sq RT-PCR) and quantitative Real Time PCR (q RT-PCR). The sq RT-PCR

revealed that the AFP gene is cold induced as transcript accumulation increased along

with the stress time. The expression analysis by q RT-PCR revealed that, the gene

expression increased 380 fold after 24 h of cold stress. The results of sq RT-PCR and q

RT PCR revealed that the carrot AFP could be an ideal candidate for producing cold

tolerant transgenic plants.

108 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 2: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

3.1 INTRODUCTION

The fluorescence based reverse transcription polymerase chain reaction (RT-PCR)

is one of the very useful tools in the molecular biology for the detection of gene

expression (Bustin 2000). There are many factors, which contributed to the success of the

Real Time PCR due to the following advantages: (i) The use of fluorescent dye molecules

to monitor the exponential amplification of products during each cycle of the reaction and

the combination of both DNA amplification and detection steps into one homogeneous

assay obviates the requirement for post PCR methods (ii) a wide (>107 fold) dynamic

range allows easy comparison among different RNA molecules that differ in their

abundance widely (iii) the assay depends on the inherent quantitative potential of the

PCR, making it both quantitative and qualitative assay and (iv) The internal variation in

the real time assay is very small and hence, it helps to generate reliable and reproducible

results. The high-throughput reactions, together with recent introduction of novel dye

chemistries, reliable instrumentation and improved protocols have lead the development

of Real Time PCR based detection assays (Nashed et al., 2003; Bianchi 2004;

Niesters 2004). The q RT-PCR extensively used in the studies of functional genomics,

molecular medicine, forensics, virology and biotechnology.

3.1.1 Quantitative Real Time PCR (q RT-PCR)- The main principle of q RT-PCR is

relatively simple, following the Reverse Transcription of RNA into cDNA, it requires a

specific detection (dye chemistry) to report the amplification and presence of PCR

products, an instrument to monitor the amplification and appropriate software for

quantitative analysis (Wittwer et al., 1997). The q RT-PCR is characterized by, the point

109 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 3: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

in time during reaction step when amplification of a PCR product is first detected.

The higher the starting abundance of the target cDNA, the sooner a significant increase in

fluorescence signal occurs. The detection method can be specific or non-specific based

on the chemistry of the dye used for the reaction. The most widely used non-probe based

chemistry monitors and detects the binding of SYBR Green I to double stranded DNA

molecules (Morrison et al., 1998). In the free solution, the unbound dye exhibits little

fluorescence, but during the PCR, increasing amounts of dye binds to the double stranded

DNA/cDNA molecules. This results in an increase in the fluorescence signal as the

polymerization proceeds due to the exponential amplification of target molecule.

The PCR product can be confirmed by plotting fluorescence as a function of temperature

to generate a melting curve of the amplicon (Ririe et al., 1997). One of the main

advantages of SYBR Green I based chemistry is that, in most cases an optimized

conventional semi- quantitative PCR assays can be converted immediately into real time

assays. But the major drawback is their specificity remains dependent on the specificity

of the primers used for the assay. Unlike SYBR Green I, the probe based (specific)

chemistries make use of amplicon specific fluorescent probes and fluorescent signal is

produced only if the probe hybridizes with its complementary cDNA/DNA. Hence, probe

based dye (Taqman) introduce an additional level of specificity, in effect combining

RT-PCR with a validation step, previously carried out separately after the PCR.

3.1.2 Quantification Methods for the q RT-PCR- The quantification of the gene

expression or copy number can be either relative to an external standard curve or to one or

more co-amplified internal control mRNAs using normalisation reaction (Bustin 2000).

110 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 4: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

The absolute quantification is based on the use of a dilution series of an external standard,

which can be used to generate a standard curve of Ct (threshold cycle) against initial

target copy number (Ke et al., 2000). The copy number of unknown samples can be

determined from the linear regression of that standard curve, with the y-intercept giving

the sensitivity and the slope giving the amplification efficiency. The relative quantification to

internal standards compares the Ct values from target RNAs to those of one or more

internal reference genes and data are expressed as ratios of the target specific signal to the

internal reference. This gives a relative value for the target specific RNA products that

can be compared between samples and allows an estimate of the relative expression of

target mRNA in the specific samples. It is vital that, the PCR amplification efficiencies of

both the target and reference are similar, as this affects the accuracy of the results.

There are many models that use different algorithms for efficiency and claim to allow a

more reliable estimation of the real expression ratio (Pfaffl 2001; Liu & Saint 2002).

The expression of most reference genes is regulated and their levels vary significantly

with treatment or between individual samples. Furthermore, if the relative levels of the

reference and target RNAs vary by orders of magnitude, during amplification the former

may have entered its plateau phase by the time a Ct for the target becomes apparent.

Unless compensated, this may interfere with the precise quantification of the target RNA.

Therefore choosing specific reference samples is very critical for the real time reaction.

Besides being extremely powerful tool to quantify the gene expression, real time

PCR suffers from certain pitfalls, the main one being the normalization with a reference

gene. The expression profile of the reference gene/genes used for normalization reaction

111 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 5: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

in q RT-PCR analysis should remain constant between the cells of different tissues and

under different experimental conditions, or else it can mislead the results. The different

reference genes involved in basic cellular processes like18S rRNA, Ubiquitin, β-Actin

and Glyceraldehyde- 3-phosphate dehydrogenase (GAPDH) were used as internal

controls for the gene expression analysis, as they were presumed to have a uniform

expression. However, several reports revealed that the transcript levels of these genes

also vary considerably under different experimental conditions (Thellin et al., 1999;

Suzuki et al., 2000; Czechowski et al., 2005; Lee et al., 2010) and are considered

unsuitable for gene expression studies. Several statistical algorithms such as geNorm and

BestKeeper have been developed for the evaluation of best-suited reference gene(s) for

normalization of q RT- PCR data in a given set of biological samples. Recently, novel

reference genes were identified by genome wide analysis of whole-genome genechip data

for transcript normalization in Arabidopsis (Czechowski et al., 2005). Jain et al., (2006)

reported eukaryotic elongation factor 1-α (eEF1 α) was most stable across all the tissue

samples of rice examined and was used for the normalisation. α actin and EF1α showed

optimal expression in evaluated transgenic Eucommia ulmoides Oliver root lines

overexpressing IPPI or FPPS1 genes involved in isoprenoid biosynthesis (Chen et al., 2010).

Among the 4 common endogenous control genes studied, in Orobanche ramosa,

Or-actin1 and Or-ubiqutin1 were the stably expressed and therefore was used as the

reference for the normalisation (Verdejo et al., 2008). Among the different reference

genes tested in Lolium temulentum for normalisation, eEF-1 α and Ubq5 were the most

stable and Act1 was the least stable among the various genes tested (Dombrowski &

Martin 2009).

112 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 6: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

q RT-PCR was used to analyse the expression of 13 different genes under stress

of low temperature, drought, NaCl and plant hormones in Ammopiptanthus mongolicus

(Cao et al., 2009). Jiang et al., (2011) studied the expression of PP2C (protein phosphatase 2 C)

in rice during different abiotic stress by qRT-PCR and microarray analysis. The expression

pattern of COR15b and KIN1 genes in watermelon and pumpkin were determined by

qRT-PCR and was found that the expression increased during low temperature stress

(Guozhang et al., 2009). The transcript levels of Camellia sinensis COR1 was induced

after 7h of cold treatment, reached a maximum of 154 fold after 24h of low temperature

and then declined to 107-fold at 48h (Li et al., 2010).

113 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 7: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

3.2 MATERIALS AND METHODS

3.2.1 Plant Material and Growth Conditions- The seeds of D. carota were sowed

(in commercial soil mix in pots) in the growth chamber in the Laboratory of

Biotechnology and Plant Breeding, University of Evora, Portugal. The germinated plants

were maintained in controlled conditions at 25°C with, 75% humidity, 16/8h light/dark

cycle. The plants were nourished with 1/10 strength sterile MS salt solution.

3.2.2 Cold Stress Treatment- One month old carrot plants were exposed to 4°C for 24h

in a cooling incubator. Control samples were harvested immediately before giving the

cold stress treatment. The samples were collected after 10 min, 15 min, 4h, 6h and 24h of

stress. The plants were then transferred back to the normal conditions. Leaf samples were

also harvested after 24h and 48h after transferring the plants to the normal conditions

(recovery period). All the samples were immediately ground well to a fine powder with

liquid nitrogen and transferred to RNase DNase free microfuge tube and stored in -80°C

freezer until further processing.

For another experiment, one-month-old plants were also given stress for 6 days as

mentioned above. Samples were harvested after every 24h. All the samples were used for

sq RT- PCR.

3.2.3 RNA Isolation and DNase Treatment- The RNA were isolated from all the

samples using Qiagen RNase easy isolation Kit (Qiagen, Hilden, Germany) and on

column DNase treatment was performed using RNase-free DNase (Qiagen, Hilden,

Germany) according to manufacturer‘s instruction. The same protocol was followed as

mentioned in Chapter 2 2.2.2.1.

114 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 8: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

3.2.3.1 Quantification and Electrophoresis of RNA - The yield of the isolated RNA was

determined in Thermo scientific Nanodrop 2000c spectrophotometer (Wilmington, USA).

The 260/280 ratio was also determined. The integrity of RNA was checked in denaturing

agarose gel.

3.2.3.2 Synthesis of First Strand cDNA- The first strand cDNA was synthesised using

RETROscript® Kit, (Ambion Inc, USA). Same amount of RNA (2 μg) from all the

samples were used for the synthesis of cDNA. The reaction mix was made as follows in a

nuclease free PCR tube:

Total RNA- 2 μg

Oligo dT primer- 2μL

Nuclease free water was added to make the final volume to 12μL.

The samples were given a short spin and incubated at 72°C for 3 min to remove the

secondary structure of RNA and after the incubation period, the samples was immediately

placed in ice. Simultaneously a master mix was made with the following components:

RT PCR Buffer 10X - 2μL

dNTP mix (mM) - 4μL

RNase Inhibitor (1000U) - 1μL

MMLV RT (2000U) - 1μL

The master mix was mixed well and 8μL of mix was added to each tube.

The tubes were given a short spin and reverse transcription was performed at 42°C for 1h.

The enzyme was inactivated by incubating the samples at 92°C for 5 min. Aliquots of

5μL cDNAs were made and stored in -20°C freezer in nuclease free tube.

115 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 9: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

3.2.4 Sq RT-PCR- The cDNA was synthesised as mentioned above from all the samples

(0h to 6 days stress). cDNA (2μl) diluted 1:5 using nuclease water was used as template

for PCR using Dc AFP and Dc EF1α primers (table 3.1). PCR was performed using

Ready to Go PCR beads (GE healthcare, NJ, USA).

3.2.5 q RT-PCR- The transcript accumulation in different samples of carrot plants was

determined by qRT-PCR. Gene specific primers for Dc AFP were used for the q RT-

PCR. Two reference genes, Dc eukaryotic elongation factor 1 α (eEF1 α) and Dc β-

tubulin were used for normalization reaction.

3.2.5.1 Primer Designing for Quantitative RT-PCR- The primers for the Dc AFP,

Dc eEF1 α and Dc β- tubulin were designed using the Primer Express Software ®,

Applied Biosystems 7500 Real Time PCR machine. The primers used for the reaction are

given in the following table 3.1:

Sl. No Gene Primers Synthesized

01 Dc AFP Fw: 5‘- CGA CAA GCA AGC TTT ACT CCA A -3‘

Rev: 5‘- CGT CTG ACA CCC ATG AG TCT GT -3‘

02 Dc eEF1α Fw: 5‘- TGG TGA TGC TGG TTT CGT TAA G -3‘

Rev: 5‘- ATG GGA GGG TAG GAC ATG AAG GT -3‘

03 Dc β- tubulin Fw: 5‘- GGG CTC TCT ATG TCT TCC ACA TTC -3‘

Rev: 5‘- AAA CTG TTC ACT AAC TCG TCG AAA CA -3‘

Table 3.1- The Sequence of Primers used for q RT-PCR Expression Analysis

3.2.5.2 Optimization of Primer Concentration- The reactions were performed in

Applied Biosystems Real Time PCR 7500 (ABI PRISM® 7500, Foster City, CA) Sequence

116 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 10: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

Detection System "SDS". Expression stability of two-reference gene eEF1α and

β- tubulin was also studied. Three different primer concentrations 300nm, 500nm and

900nm were used to optimise the reaction conditions.

3.2.5.3 AFP Expression Analysis in Carrot- The cDNA from all the samples were

diluted 1:5 ratio in nuclease free water. Each reaction mix of 15μL contained 1.5μL of

forward and reverse primers, 7.5μL MaximaTM

SYBR Green/ROX qPCR 2X master mix

(Fermentas Inc., Maryland, USA), 2μL of cDNA and 2.5μL of nuclease free water.

Two separate reactions were carried out, one using eEF1α primers for normalisation and

other with AFP specific primers.

3.2.5.4 Standard for q RT-PCR- For each gene, standard cDNAs was amplified along

with sample cDNAs in the same PCR run. The standard for the experiments were made

as follows, The cDNA from different samples were pooled and 10μL was aliquoted in a

tube and the cDNA mix was taken in another tube with 40μL of nuclease free water.

Four further serial dilutions were made and were used as standard cDNA.

3.2.5.5 Loading the Master Mix and cDNA in Microwell Plate- The 96 well plate from

Applied Biosystems (MicroAmp® Optical 96-well reaction plate, Applied Biosystems, USA)

was used for loading the reaction mix. The master mix (13μL) was added to each well in the 96

well plate. cDNA (2μL) was then added to all the wells and for each sample, a duplicate was

made. A non-template control (without cDNA) was made for both eEF1α and AFP. The

samples were mixed well and the plate was sealed with adhesive films (MicroAmp® Optical

Adhesive Film, Applied Biosystems, USA). The PCR condition was as follows, an initial

denaturation at 95°C for 10 min (2 min 50°C initial step was followed by a 10 min 95°C step to

activate the polymerase) followed by 40 cycles of denaturation at 95°C for 15s and

117 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 11: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

annealing/extension at 60°C for 1 min. After the amplification for 40 cycles, a dissociation

reaction was also performed in order to ascertain that only a single product was amplified and

the Applied Biosystems software were used for melting curve analysis. Each reaction was

repeated minimum of two times.

3.2.5.6 Calculation of the Ct Values- The experiments were analyzed with auto baseline and

manual threshold chosen from the exponential phase of the PCR amplification.

The comparative Ct method (using the 2-ΔΔCt

method) uses the arithmetic formula to calculate

the gene expression. The data obtained was presented as fold change in transcript level with

reference to the control (calibrator) and was calculated according to 2-ΔΔCt

method.

The relative transcript level of the target genes was normalized to the internal control gene.

The results were analyzed using ABI PRISM® SDS software (version 2.0) and calculated

using the comparative threshold cycle Ct method according to the manufacturer‘s instructions

for data normalization. The Ct values of the target were subtracted from the Ct values of

calibrator to determine the ΔΔCt. The amount of target, normalized to an endogenous

reference and relative to a calibrator, is given by 2-ΔΔCt

. For the ΔΔCt calculation to be valid,

the efficiency of the target amplification and the efficiency of the reference amplification

must be approximately equal. The amplification efficiency was calculated from the slope of

the standard curve.

2-ΔΔCt

= relative expression

ΔCt (sample) = Ct (AFP) – Ct (EF1 α)

ΔΔCt = ΔCt (sample) –ΔCt (calibrator)

118 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 12: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

3.3 RESULTS AND DISCUSSION

3.3.1 RNA Isolation and cDNA Synthesis- The RNA from all the samples were

quantified (table 3.2) and the integrity of the RNA were checked in denaturing agarose

gel (fig. 3.1). The intact bands of 28S rRNA and 18S rRNA were seen along with the low

molecular weight rRNA.

Sl. No Sample at different

time point of stress

RNA concentration

(ng/µL) 260/280 ratio

01 Control 921.4 2.11

02 10 min 900.5 2.12

03 15 min 1572.4 2.14

04 4 hours 1263 2.08

04 6 hours 1649.2 2.14

05 24 hours 190.3 2.09

06 24 hour recovery 279.7 2.11

07 48 hour recovery 426.5 2.1

Table 3.2- The Yield of Total RNA from Carrot Leaf Quantified using Nanodrop

Quantification of RNA in the samples is very important, as it is a must to use

same amounts of RNA for cDNA synthesis for the comparative study of gene

expression/transcripts. The presence of plant genomic DNA is challenging for q RT-PCR

as the genomic DNA can potentially be co-amplified during the PCR reaction leading to

erroneous interpretation. It is also important to test for genomic DNA contamination and

to record the threshold cut-off criteria for the amounts of genomic DNA contamination

that are tolerable. Hence the DNase treatment was essential before synthesising the

119 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 13: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

cDNA. The overall yield of RNA was little reduced after the treating the samples with

DNase. In order to check the presence of genomic DNA in the RNA sample, the RNA

was used as template for PCR using eEF1α primers and the PCR was performed using

PCR beads. Synthesis of cDNA from the isolated RNA was only performed, when PCR

was negative which indicated that the genomic DNA was absent in the RNA sample.

Reports say, 3 different primer sets were used to check the genomic DNA contamination

in RNA samples from rice samples before q RT-PCR (Caldan et al., 2007).

Figure 3.1- Total RNA was Resolved in 1.2% Denaturing Gel using 1 X MOPS Buffer

Lane 1- Control sample, Lane 2- 10 min stress, Lane 3- 15 min stress,

Lane 4- 4h stress, Lane 5- 6h stress, Lane 6- 24h stress

Lane 7- 24h recovery sample, Lane 8- 48h recovery sample

The reverse-transcription step for the synthesis of first strand cDNA introduces

substantial variation into q RT-PCR assay (Stahlberg et al., 2004). The reverse transcription

step was carried out in duplicate and that the total RNA concentration used for the

synthesis of cDNA was made constant in every sample. Karrer et al., (1995) reported that

the efficiency of conversion of RNA to cDNA depend on template abundance.

The cDNA synthesis is significantly lower when target templates are less. RNA (2μg)

was used for the synthesis of cDNA from all the samples in the present study. cDNA can

be synthesised by using either random primers/oligo-dT or gene-specific primers.

1 2 3 4 5 6 7 8

120

Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 14: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

The majority of cDNA is from ribosomal RNA derived, when random hexamer used.

If the target mRNA is present at low levels, it may not be primed proportionately and hence

the subsequent amplification process may not be quantitative (Zhang & Byrne 1999). Hence,

oligo dT primers were used to synthesise the cDNA. Bustin et al., (2005) reported that,

oligo dT is an ideal choice to obtain a faithful cDNA population from the mRNA pool.

The two most commonly used reverse transcriptase enzymes are from Avian

Myeloblastosis Virus (AMV) and Moloney Murine Leukaemia Virus (M-MLV).

The M-MLV-reverse transcriptase enzyme has significantly less RNAse H activity than

AMV-RT (Gerard et al., 1997). As it was reported, reduced RNAse H activity can

interfere with the synthesis of long amplicons (De Stefano et al., 1991), M-MLV-RT

along with oligo dT will be the best combination of reagents for first strand synthesis to

obtain full-length cDNA molecules. The influence of amplicon size on real-time PCR

results using artificially degraded RNA from a breast cancer cell line were studied by

Antonov et al., (2005). It was found that the amplification efficiency was more when the

amplicon size was small and vice versa.

3.3.2 sq RT- PCR- The conditions for PCR (before starting q RT-PCR) were optimised

for the primer pairs and reactions were repeated twice. The optimal length of amplicon

for qRT-PCR should be less than 100bp (Bustin et al., 1999). The shorter amplicons

amplify more efficiently than the longer one. This is because, the amplicons are more likely

to be denatured during the denaturation step of the PCR, allowing the probes and primers to

compete more effectively for binding to their complementary targets. The amplicon size of Dc

AFP, Dc eEF1α and β- tubulin were 78bp and 80bp respectively (fig. 3.2).

121

Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 15: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

Figure 3.2- sq RT PCR of AFP, β- Tubulin and eEF1 α

Lane M- DNA marker

Lane 1- Carrot AFP, Lane 2- Carrot β- Tubulin, Lane 3- Carrot eEF1 α

The carrot cDNA was used as the template for PCR using Ready to go PCR beads and the

products were separated in 2% agarose gel.

Although a low level of AFP transcript was observed in the non-acclimated

sample, the transcript was clearly more abundant in cold treated sample. The transcript

accumulation was very high after 24h of stress at 4°C. The transcript accumulation was

slightly increased thereafter (2 day stress) and remained same until 6 days (fig. 3.3).

The expression of AFP in carrot was not altered in control experiments (without cold

treatment). The eEF1α used as a reference for the RT-PCR showed constitutive

expression pattern. The transcript accumulation of AFP was reported to be more in roots

of carrot than in stem and leaf during cold stress (Smallwood et al., 1999).

M 1 2 3

80bp

10kb

100bp

122 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 16: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

Figure 3.3- AFP Expression Analysis in Carrot During Cold Stress

Lane 1- Control sample, Lane 2- 1 day stress, Lane 3- 2 days stress,

Lane 4- 3 days stress, Lane 5- 4 days stress, Lane 6- 5 days stress

Lane 7- 6 days stress.

Total RNA was resolved in 1.4% denaturing gel using 1XMOPS buffer. Total RNA (1μg) was

loaded in each well to check the integrity. The carrot cDNA was used as the template for PCR,

using Ready to go PCR beads and the amplicons were separated in 2% agarose gel. eEF1α was

used as the reference gene for the sq RT-PCR.

The transcription factors and ice binding proteins like AFP are induced rapidly during

the early phase of the response to low temperature or freezing stress, the transcript abundance

reach maximal levels after several hours of stress and the expression either remains same or

decrease (Thomashow 2001; Yamaguchi-Shinozaki & Shinozaki 2006). Arabidopsis

CBF1 and CBF3 showed peak induction after 6h of stress and CBF2 showed peak induction

after 3h of stress treatment (Gong et al., 2002). The enhanced transcription of four different

CBF genes, VvCBF1, VvCBF2, VvCBF3 and VvCBF4 in grapevine in response to low

temperature stress was reported by Xiao et al., (2008). It was found that the expression of AFP

is induced by low temperature stress; however, it was not clear with the data from sq RT-PCR,

how many folds the expression was increased. Therefore q RT-PCR was performed to

determine the exactly when the gene is induced in response to low temperature stress.

1 2 3 4 5 6 7

RNA

AFP

eEF1α

123 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 17: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

3.3.3 q RT- PCR- The Ct is critical for precise and accurate quantification using q RT-PCR

(Higuchi et al., 1993). Fluorescence values are detected and recorded during each cycle during

the reaction. This value represents the amount of product amplified at that specific point in the

amplification reaction. If the transcript abundance is more at the beginning of the reaction, the

less number of cycles it takes to reach a point in which the fluorescent signal is initially

recorded as statistically significant (above background fluorescence) (Gibson et al., 1996).

This point is defined as the Ct and occurs during the exponential phase of amplification. Hence,

a low Ct value indicates the transcript abundance is more and vice versa.

To determine the time dependent transcript accumulation of the low temperature

induced AFP in carrot, the plants leaves were given stress at 4°C. The expression of AFP was

normalised with the expression of eEF1α. The stability of expression of β- tubulin and eEF1α

were studied. The Ct values of the β- tubulin were found to vary in carrot cDNA samples

(cold treated sample) whereas the Ct values of eEF1α were found to be stable. Hence, eEF1α

was used as the reference gene for q RT-PCR in carrot. eEF1α was top ranked as the

reference gene in tomato during Nitrogen and cold stress (Lovdal & Lillo 2009). eEF1 α and

YT521-B (YT521-B-like protein family protein) were reported as the best combination of

genes for normalisation of gene expression in perennial ryegrass (Lee et al., 2010).

q RT-PCR results revealed that AFP transcript level was very low under normal

conditions (without stress). The Ct for q RT-PCR, representing basal levels for transcript

was 32 for AFP under normal conditions, whereas the Ct for the reference gene EF1α

was 21 (table 3.2). The AFP expression rapidly increased to 3.14 fold after 15 min of

cold stress compared to the control plants. The transcript levels continued to increase and

were 386 fold after 24h of cold stress at 4°C. The transcript accumulation in the recovery

124

Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 18: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

phase was also studied. The expression was reduced to 262 and 46 fold after 24h and 48 h

recovery period respectively (fig. 3.4). The slope of the standard curve and the regression

values were in the acceptable range (fig. 3.5). The efficiency of PCR reactions for AFP

and eEF1α were between 92-98% (table 3.3). The low transcript levels in control

conditions and the rapid induction of AFP transcripts in cold stress plants suggests that

transcription of AFP is very sensitive at low temperature and is likely to play important

role in providing cold tolerance in plants. Further, its turnover appeared to be very rapid

and the transcript accumulation remains at a high steady state level during the cold

acclimation period. The AFP transcripts in carrot was reported to be maintained at steady

state levels in leaves, stems and roots as long as they were exposed to cold and short day

(Smallwood et al., 1999). In our experiments, we found that the expression of gene was

downregulated slowly, once the plants are returned back to the normal conditions.

The present result strongly suggests that, cold induced AFP accumulation play an

important role in freezing tolerance in carrots. These results are consistent with a report

of Zhang et al., (2009) where the accumulation of LpIRI and LpIRI transcripts were

correlated with cold acclimation and increased freezing tolerance in perennial

ryegrass. In Lolium perenne, q RT-PCR analysis indicated that LpIRI-a was upregulated

approximately 40-fold while LpIRI-b was upregulated 7 fold after 1h of cold acclimation

and after one week of cold acclimation, the transcript level increased 8,000 fold for

LpIRI-a and 1,000 fold for LpIRI-b (Zhang et al., 2010). Both sq RT-PCR and q RT-PCR

results suggest that AFP is induced in response to low temperature stress in carrot. To the

best of our knowledge, this is the first study reporting the expression analysis of AFP in

carrot by q RT-PCR.

125 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 19: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

Slope -1/slope 10^-1/slope -1/slope -1 E*100 (%) R2 Gene

-3.38688 0.295257 1.97359 0.97359 97.4 0.995945 Dc EF1α

-3.55565 0.281243 1.910921 0.910921 91.1 0.994154 Dc AFP

-3.39845 0.294252 1.96903 0.96903 96.9 0.99576 Dc EF1α

-3.38729 0.295222 1.97343 0.97343 97.3 0.9961 Dc AFP

Table 3.3- The Slope of the Standard Curve and PCR Efficiency for Dc AFP and Dc

eEF1α

Figure 3.4- The Temporal Expression of AFP during Cold Treatment at 4°C in One

Month Old Carrot Plants

The relative transcript level of the target gene was normalized to the reference gene Dc EF1α.

The fold in expression was calculated by 2-ΔΔCt

.

Time

Fold

increase

126

Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 20: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

Time point AFP

Ct 1

EF1α

Ct 1 ΔCt 1

AFP

Ct 2

EF1α

Ct 2 ΔCt 2

AFP

Ct 3

EF1α

Ct 3 ΔCt 3

AFP

Ct 4

EF1α

Ct 4 ΔCt 4

Mean

ΔCt SD SE

ΔΔCt

(ΔCt of

sample

– ΔCt of

control)

2^-

ΔΔCt

(fold

increase)

0 hour 33.22 21.71 10.51 31.77 21.63 10.14 32.2 22.08 10.12 32.79 21.93 10.86 10.40 0.418 0.209 0 1

10 min 30.82 20.79 10.03 30.57 20.36 10.21 31.22 20.9 10.32 31.14 20.88 10.26 10.20 0.299 0.149 -0.20 1.15

15 min 30.47 21.63 8.84 30.62 22.02 8.6 30.79 22.09 8.7 30.31 21.38 8.93 8.84 0.205 0.102 -1.64 3.11

4 hour 30.47 22.46 9.83 30.66 22.47 8.19 30.76 22.55 8.21 30.82 22.41 8.41 8.01 0.153 0.038 -2.20 4.60

8 hour 28.77 22.71 6.06 28.98 22.59 6.39 28.5 22.01 6.49 27.91 22.14 5.77 6.06 0.463 0.076 -4.23 18.76

24 hour 23.18 21.27 1.91 23.24 21.15 2.09 22.86 21.04 1.82 22.82 21.39 1.43 1.91 0.215 0.107 -8.59 386.68

24 hour

recovery 24.38 21.48 2.9 24.38 21.54 2.84 24.47 22.29 2.18 24.26 22.69 1.57 2.9 0.086 0.043 -8.03 262.28

48

hourrecovery 24.44 21.65 2.79 24.6 21.63 2.97 30.03 23.65 6.38 30.81 23.49 7.32 2.79 3.42 1.71 -5.54 46.60

Table 3.2 – The Ct Values of Dc AFP and Dc eEF1α are shown. The ΔCt is Calculated by Subtracting the Ct of Sample with Ct

of Reference Gene. Each Reaction is Repeated Four Times

127 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 21: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

Figure 3.5- q RT-PCR of Carrot AFP

a & b- Dissociation curve of Dc AFP and Dc eEF1α (absence of multiple peak shows

amplification of single product). c & d - Amplification plot of Dc AFP and Dc eEF1α.

e & f - Standard curve for Dc AFP and Dc eEF1α

Sample

b

e f

a

d c

Reference gene

128 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 22: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

3.4 CONCLUSION

The expression analyses revealed that AFP gene in carrot is cold induced and

transcript abundance increased as cold stress duration is prolonged. It is a fact that,

agricultural production in many parts of the world is limited due to cold stress.

Hence, higher yield in many crops could be achieved by improving the freezing

tolerance. The carrot AFP gene was isolated and genetically transformed to tobacco and

tomato in an attempt to enhance and at the same time, to study the cold tolerance

a

c

129 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 23: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

3.5 REFERENCES

1. Antonov J, Goldstein DR, Oberli A, Baltzer A, Pirotta M, Fleischmann A, Altermatt HJ

& Jaggi R (2005). Reliable gene expression measurements from degraded RNA by

quantitative real-time PCR depend on short amplicons and a proper normalization.

Laboratory Investigation. 85:1040-1050.

2. Bianchi DW (2004). Circulating fetal DNA: its origin and diagnostic potential –

A review. Placenta. 25:S93–S101.

3. Bustin SA, Gyselman VG, Williams NS & Dorudi S (1999). Detection of

cytokeratins 19/20 and guanylyl cyclase C in peripheral blood of colorectal cancer

patients. British Journal of Cancer. 79:1813-1820.

4. Bustin SA (2000). Absolute quantification of mRNA using real-time reverse

transcription polymerase chain reaction assays. Journal of Molecular Endocrinology.

25:169-193.

5. Bustin SA, Benes V, Nolan T & Pfaffl MW (2005). Quantitative real-time RT-PCR

– A perspective. Journal of Molecular Endocrinology. 34:597-601.

6. Caldana C, Scheible WR, Roeber BM & Ruzicic S (2007). A quantitative RT-PCR

platform for high-throughput expression profiling of 2500 rice transcription factors.

Plant Methods. doi: 10.1186/1746-4811-3-7.

7. Cao P, Song J, Zhou C, Weng M, Liu J, Wang F, Zhao F, Feng D & Wang B

(2009). Characterization of multiple cold induced genes from Ammopiptanthus

mongolicus and functional analyses of gene AmEBP1. Plant Molecular Biology.

69:529-539.

8. Chen R, Gyokusen M, Nakazawa Y & Gyokusen K (2010). Selection of

housekeeping genes for transgene expression analysis in Eucommia ulmoides Oliver

using Real-Time RT-PCR. Journal of Botany. doi:10.1155/2010/230961.

9. Czechowski T, Stitt M, Altmann T, Udvardi MK & Scheible WR (2005). Genome-

wide identification and testing of superior reference genes for transcript

normalization in Arabidopsis. Plant Physiology. 139:5-17.

130 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 24: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

10. De-Stefano JJ, Buiser RG, Mallaber LM, Myers TW, Bambara RA & Fay PJ

(1991). Polymerization and RNase H activities of the reverse transcriptases from

avian myeloblastosis, human immunodeficiency and Moloney murine leukemia

viruses are functionally uncoupled. Journal of Biological Chemistry. 266:

7423-7431.

11. Dombrowski JE & Martin R (2009). Evaluation of reference genes for quantitative

RT-PCR in Lolium temulentum under abiotic stress. Plant Science. 176:390-396

12. Gerard GF, Fox DK, Nathan M & D‘Alessio JM (1997). Reverse transcriptase.

The use of cloned Moloney murine leukemia virus reverse transcriptase to

synthesize DNA from RNA. Molecular Biotechnology. 8:61-77.

13. Gibson UE, Heid CA & Williams PM (1996). A novel method for real time

quantitative RT-PCR. Genome Research 6:995-1001.

14. Gong Z, Lee H, Xiong L, Jagendorf A, Stevenson B & Zhu JK (2002). RNA

helicase-like protein as an early regulator of transcription factors for plant chilling

and freezing tolerance. Proceedings of National Academy of Sciences of United

States of America. 99:11507-11512.

15. Guozhang K, Zhonghou Z, Tiancai G & Jiangping R (2009). Isolation and

expression pattern of COR15b and KIN1 genes in watermelon and pumpkin.

African Journal of Biotechnology. 8:5666-5672.

16. Higuchi R, Fockler C, Dollinger G & Watson R (1993). Kinetic PCR analysis:

Real-time monitoring of DNA amplification reactions. Biotechnology. 11:

1026-1030.

17. Jain M, Nijhawan A, Tyagi AK & Khurana JP (2006). Validation of housekeeping

genes as internal control for studying gene expression in rice by quantitative real-

time PCR. Biochemical and Biophysical Research Communications.345:646-651.

18. Jiang Y, Dong J, Chen R, Gao X & Xu Z (2011). Isolation of a novel PP2C gene

from rice and its response to abiotic stresses. African Journal of Biotechnology.

10:7143-7154.

131 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 25: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

19. Karrer EE, Lincoln JE, Hogenhout S, Bennett AB, Bostoek RM, Martineau B,

Lucas WJ, Gilchrist DG & Alexander D (1995) In situ isolation of mRNA from

individual plant cells: creation of cell-specific cDNA libraries. Proceedings of

National Academy of Sciences. 92:3814-3818.

20. Ke LD, Chen Z & Yung WK (2000). A reliability test of standard-based quantitative

PCR: exogenous vs endogenous standards. Molecular and Cellular Probes. 14:

127-135.

21. Lee JM, Roche JR, Donaghy DJ, Thrush A & Sathish P (2010). Validation of

reference genes for quantitative RT-PCR studies of gene expression in perennial

ryegrass (Lolium perenne L.). BMC Molecular Biology. 11:1-14.

22. Li WX, Feng ZG, Yang HM, Zhu XP, Liu J & Yuan HY (2010). A novel cold-

regulated gene from Camellia sinensis, CsCOR1, enhances salt and dehydration-

tolerance in tobacco. Biochemical and Biophysical Research Communication.

394:354-359.

23. Liu W & Saint DA (2002). Validation of a quantitative method for real time PCR

kinetics. Biochemical and Biophysical Research Communication. 294:347–353.

24. Lovdal T & Lillo C (2009). Reference gene selection for quantitative real-time PCR

normalization in tomato subjected to nitrogen, cold, and light stress. Analytical

Biochemistry. 387:238-242.

25. Morrison TB, Weis JJ & Wittwer CT (1998). Quantification of low-copy transcripts

by continuous SYBR Green I monitoring during amplification. Biotechniques.

24:954-962.

26. Nashed AL, Rao KW & Gulley ML (2003). Clinical applications of BCR-ABL

molecular testing in acute leukemia. The Journal of Molecular Diagnosis.5:63–72.

27. Niesters HG (2004). Molecular and diagnostic clinical virology in real time.

Clinical Microbiology and Infection.10:5-11.

28. Pfaffl MW (2001). A new mathematical model for relative quantification in

real-time RT-PCR. Nucleic Acids Research.29:e45.

132 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 26: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

29. Ririe KM, Rasmussen RP & Wittwer CT (1997). Product differentiation by analysis

of DNA melting curves during the polymerase chain reaction. Analytical

Biochemistry. 245:154-160.

30. Smallwood M, Worrall D, Byass L, Elias L, Ashford D, Doucet CJ, Holt C, Telofrd J,

Lilliford P & Bowles DJ (1999). Isolation and characterization of a novel antifreeze

protein from carrot (Daucus carota). Biochemical Journal. 340:385-391.

31. Stahlberg A, Hakansson J, Xian X, Semb H & Kubista M (2004). Properties of the

reverse transcription reaction in mRNA quantification. Clinical Chemistry. 50:

509-515.

32. Suzuki T, Higgins PJ, & Crawford DR (2000). Control selection for RNA

quantitation. Biotechniques. 29:332-337.

33. Thellin O, Zorzi W, Lakaye B, De Borman B, Coumans B, Hennen G, Grisar T,

Igout A, & Heinen E (1999). Housekeeping genes as internal standards: use and

limits. Journal of Biotechnology.75:291-295.

34. Thomashow MF (2001). So what's new in the field of plant cold acclimation?.

Lots!. Plant Physiology. 125:89-93.

35. Verdejo GCI, Die JV, Nadal S, Jimenez-Marin A, Moreno MT & Roman B

(2008). Selection of housekeeping genes for normalization by real-time RT-PCR:

Analysis of Or-MYB1 gene expression in Orobanche ramosa development.

Analytical Biochemistry. 379:176-181.

36. Wittwer CT, Herrmann MG, Moss AA & Rasmussen RP (1997). Continuous

fluorescence monitoring of rapid cycle DNA amplification. Biotechniques 22:

130-138.

37. Xiao H, Tattersall EA, Siddiqua MK, Cramer GR & Nassuth A (2008). CBF4 is a

unique member of the CBF transcription factor family of Vitis vinifera and Vitis

riparia. Plant, Cell & Environment. 31:1-10.

38. Yamaguchi Shinozaki K & Shinozaki K (2006). Transcriptional regulatory

networks in cellular responses and tolerance to dehydration and cold

stresses. Annual Review of Plant Biology. 57:781–803.

133 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.

Page 27: EXPRESSION ANALYSIS OF Dc ANTIFREEZE PROTEIN DURING …shodhganga.inflibnet.ac.in/bitstream/10603/33751/3/chapter3.pdf · (recovery period). All the samples were immediately ground

39. Zhang J & Byrne CD (1999). Differential priming of RNA templates during cDNA

synthesis markedly affects both accuracy and reproducibility of quantitative

competitive reverse transcriptase PCR. Biochemical Journal. 337:231-241.

40. Zhang C, Fei SZ, Warnke S, Li L & Hannapel D (2009). Transcriptome profiling in

perennial ryegrass during cold acclimation by using expressed sequence tag

analysis. Journal of Plant Physiology. 166:1436-1445.

41. Zhang C, Fei, S, Arora R & Hannapel DJ (2010). Ice recrystallization inhibition

proteins of perennial ryegrass enhance freezing tolerance. Planta. 232:155-16.

134 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark.