| Literature DB >> 18036219 |
Bo-Young Seo1, Eung-Woo Park, Sung-Jin Ahn, Sang-Ho Lee, Jae-Hwan Kim, Hyun-Tae Im, Jun-Heon Lee, In-Cheol Cho, Il-Keun Kong, Jin-Tae Jeon.
Abstract
BACKGROUND: Aside from single nucleotide polymorphisms, copy number variations (CNVs) are the most important factors in susceptibility to genetic disorders because they affect expression levels of genes. In previous studies, pyrosequencing, mini-sequencing, real-time PCR, invader assays and other techniques have been used to detect CNVs. However, the higher the copy number in a genome, the more difficult it is to resolve the copies, so a more accurate method for measuring CNVs and assigning genotype is needed.Entities:
Mesh:
Year: 2007 PMID: 18036219 PMCID: PMC2228321 DOI: 10.1186/1471-2156-8-81
Source DB: PubMed Journal: BMC Genet ISSN: 1471-2156 Impact factor: 2.797
Figure 1(a) A schematic description of tandem duplication at the porcine KIT locus. A duplication unit is about 450 kb. A breakpoint at the junction between the two KIT copies is designated as duplicated, and another breakpoint at the distal end of the 2nd KIT copy is designated as normal. A splice donor mutation in intron 17, by which KIT becomes the fully dominant allele, is indicated by an arrow. The repeat elements around the breakpoint, L1MC1 and L1ME1, are described. The target points of pyrosequencing (Pyro_splice) for quantifying copies with the splice mutation and the quantitative oligonucleotide ligation assay (qOLA_CNV) for detecting total copy numbers are marked. (b) Nucleotide sequence around the breakpoint. While the breakpoint of the normal copy is on L1MC1, that of the duplicated copy is at the junction between L1MC1 and L1ME1. The common primer (BPT_Com) for the quantitative oligonucleotide ligation assay (qOLA_CNV) is marked in underlined italic letters and the two specific primers (BTP1 and BPT2) are indicated by underlined plain letters. The two nucleotides in a box, C and G, indicate the breakpoint and comparison point for qOLA_CNV in this study. Small letters g and c indicate the comparison point for measuring KIT CNV by pyrosequencing (Pyro_CNV) [4]. (c) Schematic descriptions of KIT alleles. The two target points of pyrosequencing (Pyro_splice) for quantifying copies with the splice mutation, and qOLA_CNV for detecting total copy numbers are marked with arrows. A question mark in the IBE allele means an unidentified polymorphism causing the Belt phenotype. Discrimination between i and IBE is not possible at present.
Theoretical genotype description of the KIT locus by the splice mutation and copy number variation.
| Genotypea | Spliced copy to Total copy | Ratio of b spliced (%) | Ratio of c duplicated (%) | Seed No.d |
| 0:2 | 0 | 0 | 1 | |
| 0:3 | 0 | 33.3 | 2 | |
| 0:4 | 0 | 50 | 3 | |
| 1:5 | 20 | 60 | 4 | |
| 1:4 | 25 | 50 | 5 | |
| 1:4 | 25 | 50 | 5 | |
| 1:3 | 33.3 | 33.3 | 6 | |
| 2:6 | 33.3 | 66.7 | 7 | |
| 2:5 | 40 | 60 | 8 | |
| 2:5 | 40 | 60 | 8 | |
| 2:4 | 50 | 50 | 9 | |
| 2:4 | 50 | 50 | 9 | |
| 3:6 | 50 | 66.7 | 10 | |
| 3:5 | 60 | 60 | 11 | |
| 4:6 | 66.7 | 66.7 | 12 |
a, Iallele is not included because it is a very rare allele that has been reported once in a synthetic line by crossing Large White and Meishan breeds [4].
b, This is the reference ratio for Pyro_Splice.
c, This is the reference ratio for qOLA_CNV and Pyro_CNV.
Duplicated copy number = Total copy number – 2.
d, These are numbers of class centroids used for nearest centroid sorting.
Bias and standard deviation (SD) of each method for each duplicated copy ratio. Root mean square (RMS) of the bias and SD is calculated to compare accuracy and precision among the three standard curves.
| Duplicated copy ratioa (%) | Bias of qOLA_CNV (Height, %) | SD of qOLA_CNV (Height, %) | Bias of qOLA_CNV (Area, %) | SD of qOLA_CNV (Area, %) | Bias of Pyro_CNV (%) | SD of Pyro_CNV (%) |
| 0 | 0 | 0 | 0 | 0 | 3.64 | 0.38 |
| 10 | 1.55 | 0.51 | 1.91 | 0.24 | -1.13 | 1.30 |
| 20 | 3.43 | 0.42 | 3.67 | 0.46 | -5.87 | 0.31 |
| 30 | 4.01 | 0.56 | 3.31 | 0.93 | -4.48 | 0.69 |
| 40 | 3.09 | 0.31 | 1.92 | 1.08 | -7.17 | 1.04 |
| 50 | 2.32 | 0.58 | 3.40 | 1.95 | -7.48 | 1.49 |
| 60 | 1.27 | 0.61 | -1.65 | 1.32 | -5.23 | 0.97 |
| 70 | 0.51 | 0.33 | -2.07 | 0.93 | -3.75 | 0.93 |
| 80 | -0.56 | 0.72 | -2.91 | 1.34 | -1.04 | 0.92 |
| 90 | -0.87 | 0.13 | -2.01 | 1.03 | -3.62 | 1.81 |
| 100 | 0 | 0 | 0 | 0 | 6.98 | 0.52 |
| RMS1b | 2.09 | 0.45 | 2.16 | 1.03 | 5.05 | 1.04 |
| RMS2c | 0.85 | 0.51 | 2.21 | 1.17 | 3.73 | 1.21 |
a, The ratios were described as expected ratio of duplicated copy on the x-axis of Figure S2.
b, Overall RMS
c, RMS for the zone between 60 – 90%
Figure 2Genotype assignment using a combination of qOLA_CNV to analyze KIT copy numbers and Pyro_Splice to quantify KIT copies with spliced forms. (a) Genotype assignment of parental animals. As the Patch and Belt phenotypes were not presented in the F1 population, all Korean native pigs were assigned to i/i, and Landrace pigs were assigned to I1/I1, I1/I2 and I1/i by the clustering measurements. (b) Genotype assignment of F1 animals. (c) Electrophoregram in qOLA_CNV and pyrogram in Pyro_Splice as representative examples of the three genotypes in the F1 population. In qOLA_CNV, the ratio was (duplicated copy/total copy) = [G/(G + C)]. In the Pyro_Splice assay, the ratio was (spliced copy/total copy) = [A/( A + G )].
Figure 3Diagnostic tests on random samples using the combined method of qOLA_CNV and Pyro_Splice. The x-axis is the ratio of duplicated copy to total copy measured by qOLA_CNV. The y-axis is the ratio of spliced copy to total copy measured by Pyro_Splice. Different genotypes are indicated by different symbols. Genotyping was performed in two ways: genotype assignment on the basis of clusters on the scatter plot, and statistical classification by clustering at 12 seed points using the FASTCLUS procedure. (a) Twelve standard coordinates and seed numbers corresponding to 15 genotypes derived from theoretical ratios in Table 1. Seed numbers used in the statistical analysis are indicated on the symbol. (b) Genotyping of 100 randomly sampled commercial pigs produced by a three-way cross using the Duroc × F1 sows (Landrace × Large White or vice versa). There was perfect agreement between the two genotyping procedures. (c) Genotyping of 159 unknown Large White pigs. The genotyping results by clustering on the scatter plot were the same with those by the statistical method except for two individuals (I3/I3 vs. I1/I3 and I1/I2 vs. I2/I2), which are indicated by arrows.
Comparison of the accuracy and precision among qOLA_CNV, Pyro_CNV and Pyro_Splice in the genotyping of 100 randomly sampled commercial and 159 Large White pigs.
| qOLA(%) | Pyrosequencing (%) | ||||||||||
| Breed or Cross a (Type of DNA) | Estimated Genotype b | No. of pigs | Expectedc | Observed d in qOLA_CNV | CVe | Expected | Observed in Pyro_CNV | CV | Expected | Observed in Pyro_Splice | CV |
| D × L·LW (Blood DNA) | 70 | 33.3 | 33.7 | 2.9 | 33.3 | 31.8 | 6.9 | 33.3 | 35.9 | 2.2 | |
| 22 | 50 | 49.4 | 1.8 | 50 | 44.7 | 7.2 | 25 | 27.7 | 2.6 | ||
| 5 | 33.3 | 34.3 | na f | 33.3 | 29.7 | na | 0 | 0 | na | ||
| 3 | 0 | 0 | na | 0 | 1.8 | na | 0 | 0 | na | ||
| LW (Hair follicle DNA) | 51 | 50 | 50.7 | 3.4 | 50 | 47.1 | 11.7 | 50 | 51.4 | 2.1 | |
| 58 | 60 | 58.2 | 3.4 | 60 | 54.6 | 15.9 | 40 | 41.8 | 2.4 | ||
| 12 | 50 | 51.0 | 3.1 | 50 | 47.4 | 7.3 | 25 | 27.9 | 3.8 | ||
| 24 | 66.7 | 65.7 | 3.5 | 66.7 | 61.1 | 11.3 | 33.3 | 34.3 | 6.2 | ||
| 2 | 60 | 57.3 | na | 60 | 58.3 | na | 60 | 61.2 | na | ||
| 6 | 60 | 59.2 | na | 60 | 52.3 | na | 20 | 22.8 | na | ||
| 5 | 66.7 | 64.5 | na | 66.7 | 60.3 | na | 50 | 50.4 | na | ||
| 1 | 66.7 | 63.4 | na | 66.7 | 58.7 | na | 66.7 | 62.9 | na | ||
a, D, L and LW represent Duroc, Landrace and Large White, respectively.
b, Genotypes were assigned by the combined ratios of qOLA_CNV and Pyro_Splice.
c, Ratios corresponding to each genotype are presented in Table 1.
d, Mean of the observed ratios in the assay.
e, Coefficient of variation.
f, 'na' means not analyzed. Genotypes containing more than 10 typed individuals were selected for the CV estimation.