Literature DB >> 18448472

Base-pair neutral homozygotes can be discriminated by calibrated high-resolution melting of small amplicons.

Cameron N Gundry1, Steven F Dobrowolski, Y Ranae Martin, Thomas C Robbins, Lyle M Nay, Nathan Boyd, Thomas Coyne, Mikeal D Wall, Carl T Wittwer, David H-F Teng.   

Abstract

Genotyping by high-resolution melting analysis of small amplicons is homogeneous and simple. However, this approach can be limited by physical and chemical components of the system that contribute to intersample melting variation. It is challenging for this method to distinguish homozygous G::C from C::G or A::T from T::A base-pair neutral variants, which comprise approximately 16% of all human single nucleotide polymorphisms (SNPs). We used internal oligonucleotide calibrators and custom analysis software to improve small amplicon (42-86 bp) genotyping on the LightScanner. Three G/C (PAH c.1155C>G, CHK2 c.1-3850G>C and candidate gene BX647987 c.261+22,290C>G) and three T/A (CPS1 c.3405-29A>T, OTC c.299-8T>A and MSH2 c.1511-9A>T) human single nucleotide variants were analyzed. Calibration improved homozygote genotyping accuracy from 91.7 to 99.7% across 1105 amplicons from 141 samples for five of the six targets. The average T(m) standard deviations of these targets decreased from 0.067 degrees C before calibration to 0.022 degrees C after calibration. We were unable to generate a small amplicon that could discriminate the BX647987 c.261+22,290C>G (rs1869458) SNP, despite reducing standard deviations from 0.086 degrees C to 0.032 degrees C. Two of the sites contained symmetric nearest neighbors adjacent to the SNPs. Unexpectedly, we were able to distinguish these homozygotes by T(m) even though current nearest neighbor models predict that the two homozygous alleles would be identical.

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Year:  2008        PMID: 18448472      PMCID: PMC2425497          DOI: 10.1093/nar/gkn204

Source DB:  PubMed          Journal:  Nucleic Acids Res        ISSN: 0305-1048            Impact factor:   16.971


INTRODUCTION

Genotyping by melting traditionally relies on the melting temperature (Tm) of a labeled probe hybridized to an amplification product (1–3). The primary advantage of probe-based genotyping is that the Tm between the probe and the target sequences in the two alleles usually varies by 2–8°C and is easily detected by standard methods. This large Tm separation occurs with probes of 15–35 bases that are perfectly matched to one allele. High-resolution melting analysis of amplicons is an attractive genotyping method because it eliminates the need for oligonucleotide probes (4,5). Only two standard PCR primers are used and no sample processing is required after amplification is begun. While heterozygotes are easily detected, discriminating between homozygous alleles is harder because the homozygotes display similar melting curves and Tm. For example, the homozygote of the common cystic fibrosis mutation F508del could not be distinguished from the wild-type allele using a 277-bp amplicon (6). Melting data are additionally confounded in microtiter plate-based systems by well-to-well variations due to hardware (instrument and plates) and chemistry factors (7–9). High-resolution melting of small amplicons (∼40–90 bp) improves homozygote detection sensitivity because Tm differences are greater compared to larger amplicons (4). Small amplicon melting clearly resolves homozygous alleles in at least 84% of human single nucleotide variants where one allele is an A::T pair and the other is a G::C pair, resulting in Tm differences of 0.8–1.4°C (10). It is more challenging to use small amplicon melting to genotype the ∼16% of single base variants that are base-pair neutral when the GC content remains the same. In these G/C or A/T variants, Tm values are predicted to change by 0.4°C or less (10). Furthermore, current nearest neighbor analysis (11) predicts no Tm difference in 4% of human single base variants with symmetric nucleotides flanking a base-pair neutral change, for example, 5′-… TGA …-3′ changing to 5′-… TCA …-3′ 3′-… ACT …-5′ 3′-… AGT …-5′. The homozygous alleles of HFE 187C>G contain these specific nearest neighbor symmetric sequences and were not distinguishable using small amplicon melting without mixing in a known homozygous control sample (12). In such a mixture, if only homoduplexes are observed, the genotype of the test sample is identical to that of the known standard. In contrast, if a heterozygous melting curve is obtained, the genotype of the test sample is different from that of the known sample. Internal oligonucleotide calibrators can improve genotyping by melting. Molecular beacons have been used to normalize Tm across a microfluidic platform (13) and to minimize SYBR® Green I Tm variation across a 96-well plate (14). The use of two double-stranded oligonucleotide internal calibrators flanking a target amplicon improved genotyping of nonbase-pair neutral variants (i.e. G or C to A or T variants) in amplicons on both plate and capillary platforms (15,16). In each case, custom software normalized the Tm of the internal oligonucleotide calibrators across reactions for more accurate classification of genotypes. Herein, we report the genotyping of six base-pair neutral human variants using small amplicon melting with two internal oligonucleotide calibrators on the 96-well LightScanner. Three of the variants consist of A::T to T::A exchanges located in the carbamyl phosphate synthetase gene (CPS1 c.3405-29A>T), the ornithine transcarbamylase gene (OTC c.299-8T>A) and the mutator homolog gene (MSH2 c.1511-9A>T). The variant sites in CPS1 and OTC are nearest neighbor symmetric. The other three variants consist of G::C to C::G variants located in the phenylalanine hydroxylase gene (PAH c.1155C>G), the checkpoint 2 gene (CHK2 c.1-3850G>C) and the candidate BX647987 gene (c.261+22,290C>G).

MATERIALS AND METHODS

Human genomic DNAs

One hundred and forty-one human genomic DNA samples were obtained from healthy donors and de-identified according to an institutional review board approved protocol #7275. The DNA was isolated from whole blood using the PUREGENE® Genomic DNA Purification Kit from Gentra systems (Minneapolis, Minnesota, MN USA). After extraction, samples were adjusted to a final concentration of 10–15 ng/ul. The genotypes of all DNA samples were confirmed using probe-based assays (3). In addition, representative samples of each genotype were sequenced from longer OTC and CPS1 PCR products to confirm genotype.

Calibrators

Amplicon melting data were aligned (i.e. calibrated) relative to internal oligonucleotide calibrators of low (Tm ∼62°C) and high (Tm ∼92°C) Tm, henceforth referred to as low and high calibrators. Calibrators included in each reaction vessel provided PCR-independent melting signatures. The sequence of the low calibrator was 5′-TTAAATTATAAAATATTTATAATATTAATTATATATATATAAATATAATA-C3-3′. The sequence of the high calibrator was 5′-GCGCGGCCGGCACTGACCCGAGACTCTGAGCGGCTGCTGGAGGTGCGGAAGCGGAGGGGCGGG-C3-3′. These oligonucleotides, and their reverse complements, were included at 0.05 μM in each amplification reaction. Importantly, all calibrators were blocked on their 3′-hydroxyl termini with a three-carbon (C3) alkyl group during synthesis to prevent extension by Taq polymerase. Fluorescent probes blocked with such alkyl moieties resist nucleotide extension by Taq polymerase after multiple freeze–thaw cycles and/or long-term storage better than phosphorylated probes (17). Calibrators were obtained from IDT (Integrated DNA Technologies, Coralville, IA, USA) using standard phosphoramidite synthesis. After standard synthesis, PAGE purification was used to obtain higher oligonucleotide purity. Cartridge purification and reverse HPLC purification were also assessed with less optimal results.

Primer synthesis and primer design

Amplification primers were obtained from the University of Utah (Salt Lake City, UT, USA) Core Oligonucleotide/Peptide Synthesis Facility using standard phosphoramidite synthesis. Primer sequences were analyzed (http://genome.ucsc.edu/cgi-bin/hgPcr) to minimize the likelihood that undesired products would co-amplify and interfere with the target sequence melting curves. Table 1 shows the variants, PCR primer sequences, concentrations and amplicon lengths. Some of the small amplicon PCR primers were designed to tightly flank the variants of interest leaving only 3–7 bases, including the polymorphism, between the primers. This is optimal for homozygote detection. However, the forward primer of the 68-bp OTC amplicon does not tightly flank the variant. This is due to the 7-bp long polythymidine tract followed by a cytidine and another 10-bp polythymidine tract immediately preceding the c.3405-29A/T variant. Other primers were constructed with up to 43 bp between each primer, for a total amplicon length reaching 98 bp.
Table 1.

Genetic variants assessed and amplification primers utilized

GeneVariantPrimersaPrimer lengthBase pairs genotyped by meltingbConcentration (µM)Total amplicon length (bp)
CPS1c.3405-29A/TAGTCAAGTCTAGTATTAGCATAAACCT2730.1051
Acc # NM_001875rs3213784AAGGAAGGGGAAAAAAAGCAG210.10
OTCc.299–8T/ATCCACTTTAGTTGTTTTTTCAAAATGAT28200.1068
Acc # NM_000531rs not assignedCCCAGAAGTGCAAAGCCTAC200.10
MSH2c.1511-9A/TTTTATGGAATACTTTTTCTTTTCTTC2640.1549
Acc # NM_000251rs12998837AGGGTCCAAGCCTTGATAA190.15
PAHc.1155C/GAAATTACACTGTCACGGAGTTCCA2470.1059
Acc # NM_000277rs772897CATCATTAAAACTCTCTGCCACGTAATA280.10
CHK2c.1-3850G/CCACCCATGCTTGCTATCTG1910.2542
Acc # NM_001005735rs9608698GGCTTTCCAATAGCAATAGCTC220.25
CHK2c.1-3850G/CCCACCCATGCTTGCTATCT19110.2550
Acc # NM_001005735rs9608698TCTGCATGGCTTTCCAATAG200.25
CHK2c.1-3850G/CAGTGAAGTGACGCATGTAATACTC24420.2586
Acc # NM_001005735rs9608698ACTTCTCTGCATGGCTTTCC200.25
BX647987AAGCCATAAGGTTAAACT18230.2558
(uc003hum.1)rs1869458GGAAACCTACAGGATCA170.25
BX647987AAACCTAAGGATGTTTTATGACATAATTTCTTG33430.2598
(uc003hum.1)rs1869458TACAGCTGGAAACCTACAGGAT220.25

aOligonucleotides oriented 5′ to 3′.

bThis is the number of base pairs between the 3′ ends of the primers. In practice, at least the last and penultimate 3′ bases on both primers must match the target sequence for efficient amplification, but these potential allele-specific amplification affects are not considered.

Genetic variants assessed and amplification primers utilized aOligonucleotides oriented 5′ to 3′. bThis is the number of base pairs between the 3′ ends of the primers. In practice, at least the last and penultimate 3′ bases on both primers must match the target sequence for efficient amplification, but these potential allele-specific amplification affects are not considered.

PCR conditions and high-resolution melting

PCR was performed in 10 μl using 1X LightScanner® High Sensitivity Master Mix (Idaho Technology), containing LCGreen® Plus, and 0.05 μM of each internal oligonucleotide calibrator. In addition, 0.10 μM or 0.15 μM of primers (depending on target) and 10–15 ng of human genomic DNA were included in each reaction. PCRs were performed on iCyclers (Bio-Rad, Hercules, CA, USA) with a final MgCl2 concentration of 2 mM. PCR conditions were as follows: an initial denaturation of 95°C for 2 min, followed by 44–50 cycles (depending on the assay) of 94°C for 30 s and annealing at 63–67°C (depending on the assay) for 30 s. The exact thermocycling conditions are shown in Table 2. After completing amplification, a final denaturation and reannealing protocol was performed by raising the temperature to 94°C for 30 s followed by a 28°C hold for 30 s.
Table 2.

Thermal cycling and premelting protocols

Gene/Amplicon (bp)Initial denatureDenatureAnnealCyclesPremelting protocol




Time (min:s)Temp (°C)Time (min:s)Temp (°C)Time (min:s)Temp (°C)Time (min:s)Temp (°C)Time (min:s)Temp (°C)
CPS1 51 bp2:00950:30940:3066450:30940:3028
OTC 68 bp6550
MSH2 49 bp6444
PAH 59 bp6745
CHK2 42 bp6445
CHK2 50 bp6645
CHK2 86 bp6645
BX647987 58 bp6345
Thermal cycling and premelting protocols Following PCR, high-resolution melting was performed in a 96-well plate LightScanner (Idaho Technology) collecting data from 55–97°C at a ramp rate of 0.10°C per second. Calibration algorithm and genotype prediction. Melting profiles were calibrated by first using a smoothing spline to approximate fluorescence data. Next, the Tm values were computed for each internal oligonucleotide calibrator present using the interpolated apex of the derivative spline data. Shift and linear scale factors were applied to align each calibrator. This shifting process aligns the amplicon melting profiles and minimizes variation. Data were re-sampled with a cubic spline fit and analyzed with commercial LightScanner software. The temperature regions surrounding the amplicon Tm were analyzed before and after prior alignment of the calibrator (+/– calibration) and displayed as derivative peaks. The probability that the observed Tm separation of alternative homozygotes was obtained by chance was assessed using the nonparametric Mann–Whitney U-test in Matlab® (The Mathworks, Inc., Natick, MA, USA). Homozygous genotypes were automatically predicted by software before and after calibration based on the Tm values and standard deviations within each plate. We assumed that Tm values were normally distributed, that the estimated means were representative of the true population means, and that the variation was equal and representative for both populations. Homozygotes were classified by determining the distance from each sample to the mean Tm value of each homozygote population within the plate. Since the genotypes of all samples were pre-determined by probe-based methods and/or sequencing, we could determine whether each sample's Tm was closer to the correct or incorrect homozygous group. If the sample's Tm was closer to the mean Tm of the correct group, a successful classification occurred.

RESULTS

We designed and developed small-amplicon melting assays to genotype three G/C and three T/A variants in at least 47 unique human DNA samples and compared the results to probe-based assays and Sanger sequencing. The melting curves for all six base-pair neutral variants are shown in Figures 1–3. Figure 1 displays a complete derivative melting profile of the 42-bp CPS1 c.3405-29A>T small amplicon before (A) and after (B) calibration. Melting signatures from the low and high oligonucleotide calibrators are observed at ∼62°C and 92°C flanking the small amplicon melting peaks. The insets show magnified views of the homozygote peaks that are only well separated after calibration. Figure 2 shows similar small amplicon melting data for the OTC, MSH2, PAH and BX647987 variants, while CHK2 variant genotyping is shown in Figure 3. With the exception of the BX647987 variant, calibration resolves the genotypes of the homozygous alleles. Five of the small amplicons, including BX647987, had two melting peaks for the heterozygous genotypes. Only the heterozygous 68-bp amplicon of OTC exhibited a single peak.
Figure 1.

Derivative melting curves showing internal oligonucleotide calibrators and amplicon melting peaks for a target in CPS1. Ninety-four profiles, each generated from independent PCR reactions of 47 human genomic DNAs performed in duplicate, are shown before (A) and after (B) calibration. The blue and red peaks in the center represent the A/A and T/T genotypes, respectively, of the CPS1 c.3405A/T polymorphism. The gray dual-peaks are from the A/T heterozygotes. Peaks from the low and high calibrators are on the left and right, respectively. Magnified apexes of the homozygote peaks are shown in the insets.

Figure 2.

Calibration improves small amplicon genotyping of base-pair neutral changes. The apexes of the derivative melting peaks are shown, before (left panels) and after calibration (right panels), for the OTC (A and B), MSH2 (C and D), PAH (E and F) and BX647987 (G and H) SNPs. For OTC, the A/A genotypes are shown in blue, T/T genotypes in red and A/T heterozygotes in black. For MSH2, PAH and BX647987 the C/C homozygotes are shown in blue, G/G in red and C/G heterozygotes in black.

Figure 3.

Effects of amplicon size on genotyping the CHK2 gene. Derivative melting curves for the 42-bp amplicon (A and B) and the 86-bp amplicon (C and D) are presented before (left panels) and after (right panels) calibration. The peaks for the low and high Tm calibrators are not shown. The SNP rs9608698 (G>C) from 89 human DNA samples was amplified and analyzed by high-resolution melting. Dual-peaked heterozygotes (gray) are easy to identify without calibration. The G/G and C/C homozygotes in both products are highlighted in red and blue, respectively.

Derivative melting curves showing internal oligonucleotide calibrators and amplicon melting peaks for a target in CPS1. Ninety-four profiles, each generated from independent PCR reactions of 47 human genomic DNAs performed in duplicate, are shown before (A) and after (B) calibration. The blue and red peaks in the center represent the A/A and T/T genotypes, respectively, of the CPS1 c.3405A/T polymorphism. The gray dual-peaks are from the A/T heterozygotes. Peaks from the low and high calibrators are on the left and right, respectively. Magnified apexes of the homozygote peaks are shown in the insets. Calibration improves small amplicon genotyping of base-pair neutral changes. The apexes of the derivative melting peaks are shown, before (left panels) and after calibration (right panels), for the OTC (A and B), MSH2 (C and D), PAH (E and F) and BX647987 (G and H) SNPs. For OTC, the A/A genotypes are shown in blue, T/T genotypes in red and A/T heterozygotes in black. For MSH2, PAH and BX647987 the C/C homozygotes are shown in blue, G/G in red and C/G heterozygotes in black. Effects of amplicon size on genotyping the CHK2 gene. Derivative melting curves for the 42-bp amplicon (A and B) and the 86-bp amplicon (C and D) are presented before (left panels) and after (right panels) calibration. The peaks for the low and high Tm calibrators are not shown. The SNP rs9608698 (G>C) from 89 human DNA samples was amplified and analyzed by high-resolution melting. Dual-peaked heterozygotes (gray) are easy to identify without calibration. The G/G and C/C homozygotes in both products are highlighted in red and blue, respectively. A summary of the Tm results for all variants is shown in Table 3. Predicted Tm values are listed for all homozygous alleles based upon nearest neighbor calculations (11,18). Tm values for heterozygotes are not included because they are, in general, easily genotyped without calibration. For our MSH2 (49 bp), PAH (59 bp), CHK2 (42 bp) and BX647987 (58 bp) small amplicons, nearest neighbor analysis predicted Tm differences of 0.19°C, 0.18°C, 0.31°C and 0.04°C, respectively, between amplicons containing alternative homozygotes. For our CPS1 and OTC PCR products, nearest neighbor analysis predicts no Tm difference between homozygous T/T and A/A amplicons because of nearest neighbor symmetry. However, for both gene targets, the observed mean Tm values are different between homozygote groups, even without calibration. Observed Tm values were 5°C to 7°C higher than theoretical Tm values, caused in part by the presence of LCGreen Plus dye that stabilizes double-stranded DNA hybrids. A nonparametric Mann–Whitney U-test of the uncalibrated and calibrated mean Tm values for the alternate homozygotes indicated significant differences (P < 0.001) for all six variants. The Tm variation was lower by 37–90% after calibration. This reduction in variation after calibration is reflected in the Tm ranges for the CPS1 and PAH small amplicons that exhibit overlapping homozygous peaks before calibration that separate into two groups post-calibration (Figures 1 and 2). The single variant where the homozygous alleles were not resolved by calibration was rs1869458 in the candidate gene BX647987. For this variant, small Tm differences prevented resolution of the G/G and C/C genotypes (Figure 2). Calibration using both high and low calibrators showed better genotype resolution than using only one calibrator (data not shown).
Table 3.

Tm values of small amplicon homozygotes before and after calibration

PCR target informationTm


GenePCR Amplicon Size (bp)GenotypeSymmetric nearest neighbors?PredictedaBefore calibrationAfter calibrationNb


AverageSDRangeAverageSDRange
CPS151T/TYes72.0378.280.05178.15–78.3978.610.03178.55–78.6732
A/AYes72.0378.150.04978.08–78.2278.460.02478.43–78.5014
OTC68T/TYes70.9776.110.06375.94–76.2576.370.02176.32–76.4270
A/AYes70.9776.310.05576.31–76.4076.520.02376.47–76.5512
MSH249T/TNo69.1275.2775.24–75.2975.4375.42–75.454
A/ANo68.9375.100.06475.02–75.2375.290.02575.29–75.3970
PAH59G/GNo75.3482.130.05682.01–82.2682.710.03582.60–82.7858
C/CNo75.1681.9581.86–82.0782.5382.52–82.554
CHK242G/GNo73.8679.500.09079.39–79.7779.620.01679.61–79.6623
C/CNo73.5578.880.11978.66–79.1179.000.01278.98–79.0226
CHK250G/GNo76.7881.720.06381.64–81.9081.820.02081.80–81.8723
C/CNo76.5481.190.05681.08–81.3181.300.02881.27–81.3826
CHK286G/GNo81.4885.710.07885.57–85.6285.680.01385.64–85.6923
C/CNo81.3785.410.06085.23–85.5085.380.01885.35–85.4126
BX64798758G/GNo71.8978.760.07978.63–78.8478.140.03678.08–78.2212
C/CNo71.8578.670.09278.51–78.8278.120.02978.08–78.1730

aThe theoretical Tm values were calculated by inputting the entire sequence of each small amplicon into a program, which utilizes nearest neighbor parameters (11,18) and is available from Idaho Technology, Inc.

bThe number (n) of samples tested for each genotype was based the sample set surveyed and this may influence the observed mean Tm values.

Tm values of small amplicon homozygotes before and after calibration aThe theoretical Tm values were calculated by inputting the entire sequence of each small amplicon into a program, which utilizes nearest neighbor parameters (11,18) and is available from Idaho Technology, Inc. bThe number (n) of samples tested for each genotype was based the sample set surveyed and this may influence the observed mean Tm values. Excluding the unresolved variant of BX647987, genotyping success rates for homozygotes were predicted from the Tm separation and variation at each locus (see Calibration algorithm and genotype prediction section in Materials and methods section). We then determined the observed genotyping error rates by calculating the difference from the measured Tm of each sample to the mean Tm value of either homozygote population within each plate. Since the genotypes of all samples were pre-determined by probe-based methods and/or sequencing, we could determine whether each sample's Tm was closer to either the correct or incorrect homozygous group. If the sample's Tm was closer to the mean Tm of the correct group, genotyping was successful. Excluding BX647987, homozygous genotyping success ranged from 88.3–91.8% before calibration and improved to 99.2–100% after calibration (Table 4).
Table 4.

Homozygous genotyping accuracy before and after calibration

Gene/SiteAmplicon Size (bp)Base changeNearest neighbor symmetricAccuracyn

Before calibration (%)After calibration (%)
CPS151A/TYes91.8100184
OTC68A/TYes88.499.7328
MSH248A/TNo91.6100296
PAH59C/GNo88.399.2248
CHK242C/GNo10010049
BX64798758C/GNo6964.342
Homozygous genotyping accuracy before and after calibration To explore the effects of amplicon size on the ability to genotype a base-pair neutral variant, we designed 42-, 50- and 86-bp amplicons that targeted the CHK2 variant rs9608698. As seen in Figure 3, the separation between the genotypes decreases as the size of the amplicon increases from 42 bp to 86 bp. Derivative melting curves for the 50-bp amplicon are not shown. The results for all three amplicons are summarized in Table 3. The observed mean Tm shifts between G/G and C/C homozygotes in the 42-bp, 50-bp and 86-bp amplicons were 0.6°C, 0.5°C and 0.3°C, respectively, both before and after calibration.

DISCUSSION

Even in an era of high-throughput sequencing, there is still a need for better genotyping and scanning methods. High-resolution melting allows for simple and inexpensive scanning of full exons for sequence variants (19,20). Small amplicon melting is a genotyping method that complements scanning (21) and is attractive for several reasons. First, the method is homogeneous (closed-tube). Second, Tm alterations from base changes are usually greater with smaller amplicons compared with larger amplicons. This difference is because length is inversely correlated with the magnitude of Tm shift resulting from the base-pair change. Third, the sequence being genotyped is limited to the single base or few bases between the 3′ termini of the forward and reverse primers, limiting the possibility of interference from another variant. Fourth, its greatest appeal may be in its ease and low cost of both reagents and development relative to probe-based genotyping methods (10). Small amplicons generally require minimal optimization to produce robust, clean products that have simple melting transitions. Several factors can confound genotyping by small amplicon melting. One key factor is inter-sample temperature variation due to differences in the physical and chemical components of the system. Inter-sample variation appears dependent on the type of melting instrument and reaction vessels; microtiter plate-based systems displayed more variability than capillary-based systems (9). Differences in extraction kit chemistry can also influence the melting curves of small amplicons by changing the ionic strength (16). We utilized the dual internal oligonucleotide Tm control approach reported by Liew et al. (15) and Seipp et al. (16) to minimize inter-sample Tm variation. The calibration system we describe herein was able to resolve the homozygotes in five of the six base-pair neutral variants examined that are the most challenging. In fact, the two variants with symmetric nearest neighbors in CPS1 and OTC were predicted by current thermodynamic models to have identical Tm values. Calibration reduced variation within each allele group thereby improving genotyping accuracy. The single variant that was not successfully genotyped by calibration was the C>G variant in BX647987 rs1869458. The failure to discriminate between the G/G versus C/C homozygotes in this 58-bp amplicon appears to be due to the minimal mean Tm differences of 0.09°C before and 0.02°C between these homozygotes before and after calibration, respectively. These small observed mean delta Tm are consistent with the predicted delta Tm of 0.04°C, and are too small to detect given the 0.079–0.092°C and 0.029–0.036°C standard deviations observed before and after calibration, respectively. We investigated the impact of fragment length on the CHK2 assay. While the C/C and G/G homozygotes for CHK2 were resolved with 42-, 50- and 86-bp amplicons, the observed delta Tm between the homozygous alleles decreased (∼0.6°C, 0.5°C and 0.3°C) as the amplicon size increased (Table 3). This reduced Tm separation is also seen in the derivative melting curves of the heterozygotes that show more distinct peaks in the 42-bp fragment compared to that of the 86-bp fragment (Figure 3). Internal oligonucleotide calibrators decrease genotyping errors caused by multiple physical and chemistry factors (13–16). Several sporadic samples in our data set displayed Tm far away from other samples of the same genotype before calibration that subsequently grouped within their respective genotype after calibration (e.g. gray heterozygote in Figure 3A versus 3B). Our calibrators did not adversely affect the eight amplicon melting assays described here with respect to amplification robustness and specificity. We also tested these calibrators with other assays, some in multiplex, and have not observed deleterious consequences (ref. 21 and unpublished data). In theory, internal oligonucleotide calibrators may adversely influence PCR of some targets by either reducing amplification efficiency and/or generating undesired products. Reduction of amplification efficiency may occur if, for example, one of the calibrators can hybridize within the target sequences. The generation of undesired products could occur in two scenarios. In the first case, loss of the 3′ blocks on the calibrators may allow the oligonucleotides to act as primers for undesirable amplification. In the second case, sufficient homology between a primer and one of the calibrator strands may allow primer-to-calibrator products to be made. We have tested calibrators lacking the 3′ blocks and found that high levels of these unblocked oligonucleotides generated additional extension products and melting peaks that obscured analyses of the desired calibrator and target amplicon peaks (data not shown). Decreasing calibrator concentrations or using different calibrators may allow success in cases of initial failure. In conclusion, internal oligonucleotide calibrators are an attractive and effective way to improve genotyping by amplicon melting. The method is homogenous and simple. Accumulated evidence indicates that calibrators will counter inter-sample variation caused by a variety of physical and chemistry factors. Calibrated small amplicon genotyping provides, for the first time, a resolution high enough to accurately genotype base-pair neutral variants, even ones predicted to have identical Tm by current nearest neighbor models. These findings indicate that further investigation of current thermodynamic nearest neighbor models for predicting DNA duplex stabilities is warranted.
  20 in total

1.  Thermodynamic parameters for DNA sequences with dangling ends.

Authors:  S Bommarito; N Peyret; J SantaLucia
Journal:  Nucleic Acids Res       Date:  2000-05-01       Impact factor: 16.971

2.  Amplicon melting analysis with labeled primers: a closed-tube method for differentiating homozygotes and heterozygotes.

Authors:  Cameron N Gundry; Joshua G Vandersteen; Gudrun H Reed; Robert J Pryor; Jian Chen; Carl T Wittwer
Journal:  Clin Chem       Date:  2003-03       Impact factor: 8.327

3.  Instrument comparison for heterozygote scanning of single and double heterozygotes: a correction and extension of Herrmann et al., Clin Chem 2006;52:494-503.

Authors:  Mark G Herrmann; Jacob D Durtschi; L Kathryn Bromley; Carl T Wittwer; Karl V Voelkerding
Journal:  Clin Chem       Date:  2007-01       Impact factor: 8.327

4.  Molecular beacon-based temperature control and automated analyses for improved resolution of melting temperature analysis using SYBR I green chemistry.

Authors:  Christoffer Nellåker; Ulf Wållgren; Håkan Karlsson
Journal:  Clin Chem       Date:  2006-11-16       Impact factor: 8.327

5.  Expanded instrument comparison of amplicon DNA melting analysis for mutation scanning and genotyping.

Authors:  Mark G Herrmann; Jacob D Durtschi; Carl T Wittwer; Karl V Voelkerding
Journal:  Clin Chem       Date:  2007-06-07       Impact factor: 8.327

6.  Unlabeled oligonucleotides as internal temperature controls for genotyping by amplicon melting.

Authors:  Michael T Seipp; Jacob D Durtschi; Michael A Liew; Jamie Williams; Kristy Damjanovich; Genevieve Pont-Kingdon; Elaine Lyon; Karl V Voelkerding; Carl T Wittwer
Journal:  J Mol Diagn       Date:  2007-07       Impact factor: 5.568

7.  Fluorescein-labeled oligonucleotides for real-time pcr: using the inherent quenching of deoxyguanosine nucleotides.

Authors:  A O Crockett; C T Wittwer
Journal:  Anal Biochem       Date:  2001-03-01       Impact factor: 3.365

8.  Scanning the cystic fibrosis transmembrane conductance regulator gene using high-resolution DNA melting analysis.

Authors:  Jesse Montgomery; Carl T Wittwer; Jana O Kent; Luming Zhou
Journal:  Clin Chem       Date:  2007-09-21       Impact factor: 8.327

9.  High-resolution genotyping by amplicon melting analysis using LCGreen.

Authors:  Carl T Wittwer; Gudrun H Reed; Cameron N Gundry; Joshua G Vandersteen; Robert J Pryor
Journal:  Clin Chem       Date:  2003-06       Impact factor: 8.327

10.  Mutations in the phenylalanine hydroxylase gene identified in 95 patients with phenylketonuria using novel systems of mutation scanning and specific genotyping based upon thermal melt profiles.

Authors:  Steven F Dobrowolski; Clinton Ellingson; Thomas Coyne; Jesse Grey; Ranae Martin; Edwin W Naylor; Richard Koch; Harvey L Levy
Journal:  Mol Genet Metab       Date:  2007-05-14       Impact factor: 4.797

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  27 in total

1.  High-resolution melting analysis, a simple and effective method for reliable mutation scanning and frequency studies in the ACADVL gene.

Authors:  Rikke Katrine Jentoft Olsen; Steven F Dobrowolski; Margrethe Kjeldsen; David Hougaard; Henrik Simonsen; Niels Gregersen; Brage Storstein Andresen
Journal:  J Inherit Metab Dis       Date:  2010-05-18       Impact factor: 4.982

2.  LightCycler technology in molecular diagnostics.

Authors:  Elaine Lyon; Carl T Wittwer
Journal:  J Mol Diagn       Date:  2009-02-05       Impact factor: 5.568

3.  Alternative reliable method for cytochrome P450 2D6 poor metabolizers genotyping.

Authors:  E Pindurová; A Zourková; J Zrůstová; J Juřica; A Pavelka
Journal:  Mol Biotechnol       Date:  2013-01       Impact factor: 2.695

4.  PIK3CA hotspot mutation scanning by a novel and highly sensitive high-resolution small amplicon melting analysis method.

Authors:  Panagiotis A Vorkas; Nikoleta Poumpouridou; Sophia Agelaki; Christos Kroupis; Vassilis Georgoulias; Evi S Lianidou
Journal:  J Mol Diagn       Date:  2010-07-08       Impact factor: 5.568

5.  LNA Thymidine Monomer Enables Differentiation of the Four Single-Nucleotide Variants by Melting Temperature.

Authors:  Judy M Obliosca; Sara Y Cheng; Yu-An Chen; Mariana F Llanos; Yen-Liang Liu; Darren M Imphean; David R Bell; Jeffrey T Petty; Pengyu Ren; Hsin-Chih Yeh
Journal:  J Am Chem Soc       Date:  2017-05-09       Impact factor: 15.419

6.  Nucleotide extension genotyping by high-resolution melting.

Authors:  Michael Liew; Carl Wittwer; Karl V Voelkerding
Journal:  J Mol Diagn       Date:  2010-09-16       Impact factor: 5.568

7.  Development of high-resolution melting (HRM) analysis for population studies of Fascioloides magna (Trematoda: Fasciolidae), the giant liver fluke of ruminants.

Authors:  Ján Radvánský; Eva Bazsalovicsová; Ivica Králová-Hromadová; Gabriel Minárik; Ludevít Kádaši
Journal:  Parasitol Res       Date:  2010-10-22       Impact factor: 2.289

8.  High resolution melting analysis for gene scanning.

Authors:  Maria Erali; Carl T Wittwer
Journal:  Methods       Date:  2010-01-18       Impact factor: 3.608

9.  Fluorescent duplex allele-specific PCR and amplicon melting for rapid homogeneous mtDNA haplogroup H screening and sensitive mixture detection.

Authors:  Harald Niederstätter; Walther Parson
Journal:  PLoS One       Date:  2009-12-18       Impact factor: 3.240

10.  Genotyping common FSHR polymorphisms based on competitive amplification of differentially melting amplicons (CADMA).

Authors:  Tanni Borgbo; Lasse Sommer Kristensen; Ida Lindgren; Claus Yding Andersen; Lise Lotte Hansen
Journal:  J Assist Reprod Genet       Date:  2014-09-21       Impact factor: 3.412

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