A support vector machine based method to predict success for polymerase chain reactions

Polymerase chain reaction (PCR) is one of the most popular molecular biological techniques and has been widely applied in many areas. However, PCR still faces challenges nowadays. During recent decades, the experimental procedure of PCR, including the primer design, was always the focus of attention, while little attention was paid to the analysis of the PCR template, and still nobody can accurately predict whether or not a DNA sequence can be simply amplified using conventional Taq DNA polymerase-based PCR protocol. In this study, we focus on the DNA template, the subject of PCR experiment, and introduce a support vector machine (SVM) based method to help evaluate PCR result. Through the Jackknife cross-validation test, our method achieves an accuracy of 92.06%, with 93.62% sensitivity and 90.53% specificity.     

Application of Single—labelled Probe—primer in PCR Amplification to the Detection of Hepatitis B Virus DNA

A new method based on the incorporation of a single-lablled probe-primer into polymerase chain reaction(PCR) for the detection of PCR-amplified DNA in a closed system is reported.The probeprimerc consists of a specific probe sequence on the 5‘‘‘‘‘‘‘‘-end and a primer sequence on the 3‘‘‘‘‘‘‘‘-end.A flurophore is located at the 5‘‘‘‘‘‘‘‘end.The primeR-quencher is an oligonucleotide,which is complementary to the probe sequence of probe-primer and labelled with a quencher at the 3‘‘‘‘‘‘‘‘-end.In the duplex formed by probe-primer and primer-quencher.the fluorophore and quencher are kept in close proximity to each other.Therefore the fluorescence is quenched.During PCR amplificatio,the specific probe sequence of probeprimer binds to its complement within the same strand of DNA,and is cleaved by Taq DNA polymerase,resulting in the restoration of fluorescence.This system has the same energy transfer mechanism as molecular beacons,and a good quenching effciency can be ensured.Following optimization of PCR conditions,this method was used to detect hepatitis b virus(HBV) dna in patient sera.This technology eliminates the risk of carry-over contamination,simplifies the amplification assay and opens up new possibilities for the real-time detection of the amplified DNA.     

cDNA sequence of three cysteine-rich clusters in the iron-sulfur subunit of complex II (succinate-ubiquinone oxidoreductase) from Caenorhabditis elegans determined by automated DNA sequencer.

Homology probing by using mixed primers for polymerase chain reaction (PCR) and a subsequent sequence analysis by automated DNA sequencer were applied to determine a partial cDNA sequence of the iron-sulfur subunit of complex II (succinate-ubiquinone oxidoreductase). Complex II is a membrane-bound flavoenzyme, which catalyzes the oxidation of succinate to fumarate in the tricarboxylic acid cycle, and it is a component of the mitochondrial and bacterial respiratory chains. In this study, the partial amino acid sequence of iron-sulfur subunits in Caenorhabditis elegans mitochondria was deduced from the DNA sequence obtained from cDNA-PCR. Mixed oligonucleotide primers corresponding to two conserved regions which appear to be the binding site for the prosthetic group were used. The product of PCR was cloned into plasmid vector pUC 119 and the sequence was determined from double strand plasmid DNA by the dideoxy method using of one-dye, four-lane type the automated DNA sequencer (DSQ-1, Shimadzu). The PCR product contained 483 nucleotides and its deduced amino acid sequence was highly homologous with that in human liver (68.9%) and that of Escherichia coli sdh B product (50.3%). As expected, striking sequence conservation was found around the three cysteine-rich clusters which have been thought to comprise the iron-sulfur centers of the enzyme.     

Proviral load determination of different feline immunodeficiency virus isolates using real-time polymerase chain reaction: influence of mismatches on quantification

Lentiviruses are associated not only with immunodeficiency but also with malignancies. The mechanisms involved in tumorigenesis are still not fully understood. Cats infected with feline immunodeficiency virus (FIV) in the wild represent one model in which the role of viral load in the pathogenesis can be studied, since tumors, especially lymphomas, are quite often observed in cats infected with FIV. To be able to compare the viral load data among cats infected with different FIV isolates, the method used to obtain the viral load has to be unaffected by isolate-specific differences. This is especially true for the real-time polymerase chain reaction (PCR), a new method for viral load determination, since nucleotide sequence mismatches have been used for allelic discrimination with this method. To investigate the influence of these mismatches on PCR efficiency, we have used an FIV-specific real-time PCR and determined the influence of nucleotide sequence variation in several characterized FIV isolates as well as unknown isolates from naturally infected cats. We could demonstrate that minor mismatches, such as point mutations in the primer or the probe region, decrease overall PCR efficiency but do not abolish the quantification, in contrast to major mismatches of three or four nucleotides, which lead to complete inhibition of the real-time PCR detection. Based on these results, it will be possible to design real-time PCR systems allowing the quantification of a broad range of isolates, which is a prerequisite for the investigation of the impact of viral load in tumorigenesis.     

Fidelity of polymerase chain reaction-direct sequencing analysis of damaged forensic samples

Polymerase chain reaction (PCR) direct sequence analysis was performed on aged forensic samples, six or thirteen years old. This method allowed unambiguous genetic typing, but PCR products from such samples showed several artifacts. Control samples generated sequence ambiguities at a frequency of 1 in 567 bases, but the aged samples had an error frequency about 30-fold higher. In order to study the molecular composition of these aged DNA samples, reversed-phase high performance liquid chromatography (HPLC) was performed. Reduced amounts of the four DNA bases were observed and anomalous peaks were found. These peaks were analyzed by ionization mass spectrometry and identified as molecular products of DNA oxidation. The frequency of sequencing artifacts was found to be proportional to the decay of the PCR templates. Although PCR fidelity is a relevant concern in the forensic analysis of damaged samples, our data indicate that the risk of mistyping is circumventable by sequencing both strands and by performing replicate amplifications from the same PCR template.     

Sensitive and specific detection of potentially allergenic almond (Prunus dulcis) in complex food matrices by Taqman(®) real-time polymerase chain reaction in comparison to commercially available protein-based enzyme-linked immunosorbent assay

Currently, causative immunotherapies are lacking in food allergy. The only option to prevent allergic reactions in susceptible individuals is to strictly avoid the offending food. Thus, reliable labelling of allergenic constituents is of major importance, but can only be achieved if appropriate specific and sensitive detection techniques for foods with allergenic potential are available. Almond is an allergenic food that requires mandatory labelling on prepackaged foods and belongs to the genus Prunus. Species of this genus are phylogenetically closely related. We observed commercially available almond specific ELISA being highly cross-reactive with other foods of the Prunoideae family, resulting in a false-positive detection of up to 500,000 mg kg(-1) almond. Previously published PCR methods were reported to be cross-reactive with false positive results >1200 mg kg(-1). We describe the development of a novel almond specific real-time PCR, based on mutated mismatch primers and sequence specific Taqman(?) probe detection, in comparison with two quantitative commercially available ELISA. PCR sensitivity was investigated with chocolate, chocolate coating and cookies spiked between 5 and 100,000 mg kg(-1) almond. In all matrices almond was reproducibly detected by real-time PCR at the lowest spike level of 5 mg kg(-1). Further, between 100 and 100,000 mg kg(-1) spiked almond, the method featured good correlation between quantified copy numbers and the amount of spiked almond. Within this range a similar relation between detectable signal and amount of almond was observed for both PCR and ELISA. In contrast to ELISA the Taqman(?) real-time PCR method was highly specific in 59 food items with negligible cross-reactivity for a very limited number of Prunoideae foods. The real-time PCR analysis of 24 retail samples was in concordance with ELISA results: 21% (n=5) contained undeclared almond. This is the first completely disclosed real-time PCR method for a specific and potentially quantitative almond detection. This PCR method detects almond at a level where severe allergic reactions should not be expected for the majority of the almond allergic individuals.     

BRCA1 mutation screening using restriction endonuclease fingerprinting-single-strand conformation polymorphism in an automated capillary electrophoresis system

Efficient mutation scanning techniques are needed for the rapid detection of novel disease-associated mutations and rare-sequence variants of putative importance. The large size of the breast cancer 1 gene (BRCA1) and the many mutations found throughout its entire coding sequence make screening for mutations in this gene particularly challenging. We have developed a method for screening exon 11 of the BRCA1 gene based on restriction enzyme digestion of fluorescence-labeled polymerase chain reaction (PCR) products followed by single-strand conformation polymorphism (SSCP) using an automated capillary electrophoresis system, denoted capillary restriction endonuclease fingerprinting (REF)-SSCP electrophoresis. Using this strategy on a control set of samples, we were able to detect 17 of 18 known sequence alterations. The method was then applied to screen 73 Norwegian females with family histories of breast and/or ovarian cancer. A total of 172 sequence alterations were detected, including substitutions, insertions, and deletions. One novel substitution of unknown function was identified. Sequencing of all samples negative in the capillary REF-SSCP system gave no additional mutations confirming the high sensitivity of the described methodology. Capillary REF-SSCP electrophoresis appeared as a technically convenient technique, requiring amplification of fewer PCR fragments than traditional SSCP. The novel strategy allows high-throughput mutation scanning without radioactive labeling and polyacrylamide gel electrophoresis (PAGE).     

Detection of Ovine or Bovine Milk Components in Commercial Camel Milk Powder Using a PCR-Based Method

Food ingredient adulteration, especially the adulteration of milk and dairy products, is one of the important issues of food safety. The large price difference between camel milk powder, ovine, and bovine milk powder may be an incentive for the incorporation of ovine and bovine derived foods in camel milk products. This study evaluated the use of ordinary PCR and real-time PCR for the detection of camel milk powder adulteration based on the presence of ovine and bovine milk components. DNA was extracted from camel, ovine, and bovine milk powder using a deep-processed product column DNA extraction kit. The quality of the extracted DNA was detected by amplifying the target sequence from the mitochondrial Cytb gene, and the extracted DNA was used for the identification of milk powder based on PCR analysis. In addition, PCR-based methods (both ordinary PCR and real-time PCR) were used to detect laboratory adulteration models of milk powder using primers targeting mitochondrial genes. The results show that the ordinary PCR method had better sensitivity and could qualitatively detect ovine and bovine milk components in the range of 1% to 100% in camel milk powder. The commercial camel milk powder was used to verify the practicability of this method. The real-time PCR normalization system has a good exponential correlation (R² = 0.9822 and 0.9923) between ovine or bovine content and Ct ratio (specific/internal reference gene) and allows for the quantitative determination of ovine or bovine milk contents in adulterated camel milk powder samples. Accuracy was effectively validated using simulated adulterated samples, with recoveries ranging from 80% to 110% with a coefficient of variation of less than 7%, exhibiting sufficient parameters of trueness. The ordinary PCR qualitative detection and real-time PCR quantitative detection method established in this study proved to be a specific, sensitive, and effective technology, which is expected to be used for market detection.     

Multiplex polymerase chain reaction method for detection of bovine materials in foodstuffs

Rapid identification of bovine materials in animal foodstuffs is essential for effective control of a potential source of bovine spongiform encephalophathy. A convenient polymerase chain reaction (PCR)-based assay was developed for detection and identification of a bovine-specific genomic DNA sequence in foodstuffs. Simultaneously the assay assessed the DNA quality of the experiment system by amplification of a highly conserved eucaryotic DNA region of the 18-S ribosomal gene, helping to check the reliability of the test result. The amplified bovine-specific PCR product was a genomic DNA fragment of lactoferrin, a low copy gene that was different from a commonly used bovine-specific mitochondria sequence for identification of bovine materials. The specificity of this method was confirmed by the absence of detectable homologous PCR product using reference foodstuff samples that lacked bovine-derived meat and bonemeals, or genomic DNA samples from vertebrates whose offals are commonly included in animal feeds. This method could detect the presence of bovine material in foodstuffs when the samples contained > 0.02% bovine-derived meat and bone meal. Furthermore, it was not affected by prolonged heat treatment. The specificity, convenience, and sensitivity of this method suggest that it can be used for the routine detection of bovine-derived materials.     

Electrospray ionization Fourier transform ion

In previous work, we demonstrated the use of electrospray ionization to analyze small differences in size or sequence of relatively small polymerase chain reaction (PCR) products of 114 base pairs or less. The sequence information required to answer a biological question may be only a single nucleotide substitution or deletion. In many cases, the regions where these sequence variations can occur are several hundred base pairs in length, and the analysis of large PCR products is therefore desirable. Therefore, we have attempted to expand the size range of PCR products that can be analyzed by electrospray ionization (ESI) Fourier transform ion cyclotron resonance (FTICR) mass spectrometry. Previous work has shown that the difficulties associated with PCR product analysis increase with product size. A revised cleanup scheme was employed to target the removal of detergents with ethanol wash or precipitation steps, followed by additional desalting. Additionally, an in-trap cleanup to collisionally induce dissociation of noncovalent salt adducts was employed. This approach was extended to a 223 base pair PCR product yielding mass measurement accuracy within 26 ppM. The mass measurement accuracy obtained illustrates that a single base substitution could be identified at this size of PCR product with a 7 tesla ESI-FTICR.     

An improved electrochemiluminescence polymerase chain reaction method for highly sensitive detection of plant viruses

Recently, we have reported an electrochemiluminescence polymerase chain reaction (ECL-PCR) method for detection of genetically modified organisms. The ECL-PCR method was further improved in the current study by introducing a multi-purpose nucleic acid sequence that was specific to the tris(bipyridine) ruthenium (TBR) labeled probe, into the 5′ terminal of the primers. The method was applied to detect plant viruses. Conserved sequence of the plant viruses was amplified by PCR. The product was hybridized with a biotin labeled probe and a TBR labeled probe. The hybridization product was separated by streptavidin-coated magnetic beads, and detected by measuring the ECL signals of the TBR labeled. Under the optimized conditions, the experiment results show that the detection limit is 50 fmol of PCR products, and the signal-to-noise ratio is in excess of 14.6. The method was used to detect banana streak virus, banana bunchy top virus, and papaya leaf curl virus. The experiment results show that this method could reliably identity viruses infected plant samples. The improved ECL-PCR approach has higher sensitivity and lower cost than previous approach. It can effectively detect the plant viruses with simplicity, stability, and high sensitivity.     

Evaluation of the reliability of maize reference assays for GMO quantification

A reliable PCR reference assay for relative genetically modified organism (GMO) quantification must be specific for the target taxon and amplify uniformly along the commercialised varieties within the considered taxon. Different reference assays for maize (Zea mays L.) are used in official methods for GMO quantification. In this study, we evaluated the reliability of eight existing maize reference assays, four of which are used in combination with an event-specific polymerase chain reaction (PCR) assay validated and published by the Community Reference Laboratory (CRL). We analysed the nucleotide sequence variation in the target genomic regions in a broad range of transgenic and conventional varieties and lines: MON 810 varieties cultivated in Spain and conventional varieties from various geographical origins and breeding history. In addition, the reliability of the assays was evaluated based on their PCR amplification performance. A single base pair substitution, corresponding to a single nucleotide polymorphism (SNP) reported in an earlier study, was observed in the forward primer of one of the studied alcohol dehydrogenase 1 (Adh1) (70) assays in a large number of varieties. The SNP presence is consistent with a poor PCR performance observed for this assay along the tested varieties. The obtained data show that the Adh1 (70) assay used in the official CRL NK603 assay is unreliable. Based on our results from both the nucleotide stability study and the PCR performance test, we can conclude that the Adh1 (136) reference assay (T25 and Bt11 assays) as well as the tested high mobility group protein gene assay, which also form parts of CRL methods for quantification, are highly reliable. Despite the observed uniformity in the nucleotide sequence of the invertase gene assay, the PCR performance test reveals that this target sequence might occur in more than one copy. Finally, although currently not forming a part of official quantification methods, zein and SSIIb assays are found to be highly reliable in terms of nucleotide stability and PCR performance and are proposed as good alternative targets for a reference assay for maize.     

Species-specific polymerase chain reaction amplification of camel (Camelus) DNA extracts

A sensitive polymerase chain reaction (PCR) method based on amplification of a specific DNA fragment was established for the identification of camel (Camelus) materials. The species-specific primer pair L183/H372 was designed based on the nucleotide sequence of the mitochondrial cytochrome b gene, and its specificity was confirmed by amplification of 3 camel (domestic double-humped camel, wild double-humped camel, wild one-humped camel) samples and 11 non-Camelus animal (sheep, goat, pig, chicken, cattle, fish, dog, horse, donkey, deer, and rabbit) materials. An expected 208 base pair fragment was amplified from camel materials; no cross-reactive or additional fragments were generated from other animal materials. Taq I restriction endonuclease digestion of the unpurified PCR product can be used routinely to confirm the camel origin of the amplified sequence.     

Detection of Escherichia coli O157:H7 DNA using two fluorescence polarization methods

Using stx 2 gene in verotoxin-producing Escherichia coli O157:H7 as a target DNA, polymerase chain reaction (PCR) amplification has been combined with fluorescence polarization (FP) by two distinct combination protocols. The first approach (PCR-probe-FP) requires that fluorescence labeled specific probes are hybridized with the asymmetric PCR product. In the second protocol (PCR-primer-FP), the fluorescence labeled primer is used in PCR amplification. In both methods, the PCR products are detected using fluorescence polarization. Hybridization (in the PCR-probe-FP method) and conversion (in the PCR-primer-FP method) of 5′-fluorescence labeled oligodeoxynucleotide to the PCR product are monitored by an increase in the anisotropy ratio. The results demonstrate the importance of asymmetric PCR (in the first method) and the selection of dye-modified primer concentration (in the second method) for designing a polarization strategy for the detection of DNA sequence. It has been found that the methods can be used for the identification of infectious agents. This system has also been applied to the determination of Escherichia coli O157:H7 strains.     

An improved electrochemiluminescence polymerase chain reaction method for the detection of Fusarium wilts

An improved electrochemiluminescence polymerase chain reaction （ECL-PCR） method was developed and applied to detect Fusarium wilt. Briefly, the internal transcribed spacer （ITS） sequence of Fusarium oxysporumf, sp Cubense （FOC） was amplified by PCR. Two universal fragments, which were complimentary to Ru（bpy）3^2＋ （TBR） labeled probe and Biotin labeled probe, respectively, were connected to the tail of primers so that all the PCR products got universal sequences. Then biotin labeled probes and TBR labeled probes were hybridized with the PCR products at the same time. Through the specific interaction between biotin and streptavidin, the PCR products were captured by streptavidin coated magnetic bead and then detected by ECL assay. The experiment results showed that the healthy banana samples and infected ones can be discriminated by this ECL-PCR method. This improved ECL-PCR approach is useful in Fusarium wilt detection due to its high sensitivity, simplicity and stability.     

Polymerase Chain Reaction-based Detection of Total and Specific Vibrio Species

The polymerase chain reaction (PCR) technique is widely used for efficient detection of food-borne pathogens because of speed and specificity. However, PCR methods have focused mostly on species-specific detection. In the present work, we describe a PCR-based method for the simultaneous detection of all Vibrio species because lots of them are notorious food-borne human pathogens. We then combined this total detection method with specific detection of Vibrio cholerae pathogen. Using a degenerate primer set based on the sequence of the potassium uptake gene, trkA, we were able to successfully detect all Vibrio species. Specific detection of V. cholerae was also possible using primer sets based on putative flagellin sequence. Importantly, simultaneous total and species-specific Vibrio detection was possible using all two primer sets in a multiplexed PCR strategy. Thus, the PCR method we have developed is applicable to both simultaneous and two-step detection of total and specific Vibrio species.     

Electrochemical Genoassay Design for Allele‐Specific Detection of Toll‐Like Receptor‐2 Gene Polymorphism

An allele‐specific voltammetric genoassay for the detection of allele‐specific toll‐like receptor‐2 gene arg753gln polymorphism (TLR‐2) from polymerase chain reaction (PCR) amplified real samples was described in this study. Meldola blue (MDB), an intercalator molecule, was used as hybridization label. The wild‐type and mutant type oligonucleotide probes were immobilized onto disposable graphite electrode surfaces by covalent attachment method. The extent of hybridization between probe and target sequences was determined by using differential pulse voltammetry (DPV). As a result of the interaction between MDB and DNA at electrode surface, the MDB signal observed from probe sequence before hybridization and after hybridization with MM sequence is lower than that observed after hybridization with complementary sequence. The differences between the MDB reduction peaks obtained from probe modified, hybrid modified and MM modified electrode were used to detect TLR‐2 from PCR amplified real samples. The discrimination of homozygous and heterozygous alleles was also established by comparing the peak currents of MDB reduction signals. Numerous factors affecting the target hybridization and indicator binding reactions are optimized to maximize the sensitivity.     

Detection of Escherichia coli O157:H7 DNA using two fluorescence polarization methods

Using stx 2 gene in verotoxin-producing Escherichia coli O157:H7 as a target DNA, polymerase chain reaction (PCR) amplification has been combined with fluorescence polarization (FP) by two distinct combination protocols. The first approach (PCR-probe-FP) requires that fluorescence labeled specific probes are hybridized with the asymmetric PCR product. In the second protocol (PCR-primer-FP), the fluorescence labeled primer is used in PCR amplification. In both methods, the PCR products are detected using fluorescence polarization. Hybridization (in the PCR-probe-FP method) and conversion (in the PCR-primer-FP method) of 5′-fluorescence labeled oligodeoxynucleotide to the PCR product are monitored by an increase in the anisotropy ratio. The results demonstrate the importance of asymmetric PCR (in the first method) and the selection of dye-modified primer concentration (in the second method) for designing a polarization strategy for the detection of DNA sequence. It has been found that the methods can be used for the identification of infectious agents. This system has also been applied to the determination of Escherichia coli O157:H7 strains. Received: 28 December 1998 / Revised: 22 April 1999 / Accepted: 24 April 1999     

Disposable sensors for rapid screening of mutated genes

A screening method for rapid detection of gene mutations directly in polymerase chain reaction (PCR) of genomic DNA is described. The method involves the development of a disposable screen-printed gold electrode modified with a thiolated capture probe directly obtained from denaturated PCR genomic DNA, which recognizes (by hybridization) its fully complementary sequence (wild type), giving a signal, whereas no signal is obtained for single-mismatched target (mutant). The detection of the hybridization event is achieved by changes in the metal redox center electroactivity of the complex [Ru(NH₃)₅?L]²⁺, where L is [3-(2-phenanthren-9-yl-vinyl)-pyridine], at –0.200 V. This complex binds to double-stranded DNA in a very selective form. The method allows discrimination between the wild type and the mutant of gene MRP3 directly in large PCR amplicons extracted from blood cells, without the need to use either synthetic probes or labeled targets. The mutation involves the presence of a single-nucleotide polymorphism (SNP) at base 54 of a 145-base-pair sequence from exon 21 of gene MRP3. Since the presence of this SNP might lead to a variety of hereditary liver disorders, its identification in a rapid and easy form may provide novel therapeutic targets for the future. The screening method proposed has excellent signal reproducibility, with a relative standard deviation of 10%. In addition, with the method developed as little as 6.6 ng/μL PCR product can be detected.