Association Analysis of Single Nucleotide Polymorphisms in the 5′ Regulatory Region of the IL-6 Gene with Eimeria tenella Resistance in Jinghai Yellow Chickens
Abstract
:1. Introduction
2. Materials and Methods
2.1. Animals
2.2. Genomic DNA Extraction
2.3. Resistance Index Detection
2.4. Primer Design and Polymerase Chain Reaction (PCR) Conditions
2.5. SNP Identification in 5′ Regulatory Region of the IL-6 Gene
2.6. Haplotype Analysis and Estimation of Linkage Disequilibrium (LD)
2.7. Statistical Analysis
2.8. Quantitative Real-Time PCR (qRT-PCR)
3. Results
3.1. SNP Identification in IL-6
3.2. Association between SNPs and the E. tenella Resistance Index
3.3. Association between Haplotypes and the E. tenella Resistance Indexes
3.4. Expression of the IL-6 Gene in Nine Tissues
4. Discussion
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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Primer | Primer Sequence (5′-3′) | Length/bp | Annealing Temperature/°C |
---|---|---|---|
P1 | F: AGAGAGGACTAACCCACAGAG R: CCAGCTTCTCCAGTCTTGTC | 698 | 58.5 |
P2 | F: AGGGACAGCAATGGCAGAAG R: AAGAGCTGATCCTGGTTCTGG | 717 | 60.5 |
P3 | F: CAGAGGACGTCCTACCTCAA R: GGTGAGCCTGGCAGCC | 690 | 56.5 |
P4 | F: AAGATAAGACGCGCCACACC R: TTGAGGTTGTTCCGGACGAG | 803 | 58.5 |
NO | SNP Name | Position | Genotype | Genotype Frequency | Allelic Gene | Allele Frequency | χ2 Value | p Value | H | Ne | PIC |
---|---|---|---|---|---|---|---|---|---|---|---|
1 | T-1534C | 30947851 | CC | 0.400 | C | 0.618 | 0.123 | 0.726 | 0.472 | 1.894 | 0.361 |
TT | 0.164 | T | 0.382 | ||||||||
CT | 0.436 | ||||||||||
2 | C-1280T | 30948105 | CC | 0.636 | C | 0.818 | 1.604 | 0.205 | 0.298 | 1.424 | 0.253 |
TT | 0 | T | 0.182 | ||||||||
CT | 0.364 | ||||||||||
3 | G-1223A | 30948162 | GG | 0.582 | G | 0.791 | 2.636 | 0.104 | 0.331 | 1.494 | 0.276 |
AA | 0 | A | 0.209 | ||||||||
AG | 0.418 | ||||||||||
4 | G-1220T | 30948165 | GG | 0.600 | G | 0.800 | 2.260 | 0.133 | 0.320 | 1.471 | 0.269 |
TT | 0 | T | 0.200 | ||||||||
GT | 0.400 | ||||||||||
5 | A-1208G | 30948177 | AA | 0.600 | G | 0.800 | 2.260 | 0.133 | 0.320 | 1.471 | 0.269 |
GG | 0 | T | 0.200 | ||||||||
AG | 0.400 | ||||||||||
6 | C-939G | 30948446 | CC | 0.418 | C | 0.618 | 0.840 | 0.359 | 0.472 | 1.894 | 0.361 |
GG | 0.182 | G | 0.382 | ||||||||
CG | 0.400 | ||||||||||
7 | G-889A | 30948496 | GG | 0.254 | G | 0.545 | 1.173 | 0.279 | 0.496 | 1.984 | 0.361 |
AA | 0.164 | A | 0.455 | ||||||||
AG | 0.582 | ||||||||||
8 | G-865A | 30948520 | AA | 1 | A | 1 | 0.000 | 1.000 | 0.000 | ||
GG | 0 | G | 0 | ||||||||
AG | 0 | ||||||||||
9 | G-791C | 30948594 | GG | 0.218 | G | 0.518 | 1.675 | 0.196 | 0.499 | 1.998 | 0.375 |
CC | 0.182 | C | 0.482 | ||||||||
GC | 0.600 | ||||||||||
10 | G-734A | 30948651 | GG | 0.473 | G | 0.682 | 0.007 | 0.933 | 0.434 | 1.766 | 0.400 |
AA | 0.109 | A | 0.318 | ||||||||
GA | 0.418 | ||||||||||
11 | A-663G | 30948722 | GG | 1 | G | 1 | 0.000 | 1.000 | 0.000 | ||
AA | 0 | A | 0 | ||||||||
GA | 0 | ||||||||||
12 | A-634G | 30948751 | GG | 0.473 | G | 0.700 | 0.133 | 0.715 | 0.420 | 1.724 | 0.332 |
AA | 0.073 | A | 0.300 | ||||||||
GA | 0.454 | ||||||||||
13 | G-610A | 30948775 | GG | 0.527 | G | 0.764 | 3.966 | 0.046 | 0.361 | 1.565 | 0.296 |
AA | 0.000 | A | 0.236 | ||||||||
GA | 0.473 | ||||||||||
14 | C-511T | 30948874 | TT | 0.545 | T | 0.745 | 0.020 | 0.888 | 0.380 | 1.612 | 0.307 |
CC | 0.055 | C | 0.255 | ||||||||
TC | 0.400 | ||||||||||
15 | A-483G | 30948902 | AA | 0.454 | A | 0.691 | 0.302 | 0.583 | 0.427 | 1.746 | 0.336 |
GG | 0.073 | G | 0.309 | ||||||||
AG | 0.473 | ||||||||||
16 | T-458G | 30948927 | TT | 0.327 | T | 0.582 | 0.022 | 0.882 | 0.487 | 1.948 | 0.368 |
GG | 0.164 | G | 0.418 | ||||||||
TG | 0.509 | ||||||||||
17 | C-447G | 30948938 | CC | 0.455 | C | 0.682 | 0.018 | 0.893 | 0.434 | 1.766 | 0.400 |
GG | 0.091 | G | 0.318 | ||||||||
CG | 0.454 | ||||||||||
18 | A-400G | 30948985 | GG | 0.964 | G | 0.982 | 12.882 | 0.000 | 0.036 | 1.037 | 0.035 |
AA | 0 | A | 0.018 | ||||||||
AG | 0.036 | ||||||||||
19 | G-357A | 30949028 | GG | 0.291 | G | 0.518 | 0.219 | 0.640 | 0.499 | 1.997 | 0.375 |
AA | 0.254 | A | 0.482 | ||||||||
AG | 0.455 |
Mutation Site | Genotype | NO (μmol/L) | CAT (U/L) | SOD (U/L) | IL-17 (pg/mL) | GSH-Px (U/L) | MDA (mmol/L) | IL-2 (ng/L) | IL-16 (ng/L) | IFN-γ (ng/L) | β-Carotene (μmol/L) | Weight Gain (g) |
---|---|---|---|---|---|---|---|---|---|---|---|---|
T-1534C | CC | 55.92 ± 5.17 | 66.25 ± 10.54 | 126.23 ± 14.42 | 37.36 ± 5.41 | 482.33 ± 83.44 | 5.70 ± 0.76 Bb | 29.71 ± 3.34 | 52.15 ± 7.60 | 37.19 ± 6.02 | 63.40 ± 26.13 | 33.09 ± 26.14 |
TT | 52.33 ± 5.73 | 63.54 ± 14.61 | 117.56 ± 29.92 | 35.56 ± 9.78 | 449.50 ± 60.79 | 5.10 ± 0.94 ABb | 33.27 ± 5.70 | 55.34 ± 11.23 | 34.65 ± 2.55 | 67.42 ± 16.90 | 43.73 ± 15.79 | |
CT | 54.18 ± 5.40 | 61.83 ± 10.03 | 120.44 ± 19.71 | 40.23 ± 8.65 | 443.38 ± 66.52 | 5.98 ± 0.79 Aa | 34.57 ± 6.06 | 53.04 ± 7.15 | 35.62 ± 4.08 | 66.40 ± 29.01 | 69.55 ± 114.34 | |
C-939G | CC | 56.99 ± 5.22 | 65.82 ± 11.00 | 126.14 ± 14.55 | 37.14 ± 4.97 | 509.62 ± 88.23 | 5.72 ± 0.77 Bb | 30.17 ± 3.85 | 51.28 ± 8.62 | 37.16 ± 6.05 | 60.55 ± 23.18 | 36.75 ± 22.49 |
GG | 52.20 ± 4.88 | 61.96 ± 12.70 | 116.14 ± 25.65 | 36.69 ± 9.46 | 434.06 ± 60.67 | 5.20 ± 0.85 ABb | 31.61 ± 6.18 | 54.40 ± 9.85 | 34.48 ± 2.22 | 73.80 ± 19.00 | 36.84 ± 22.32 | |
CG | 53.83 ± 5.32 | 62.53 ± 10.27 | 121.35 ± 20.36 | 40.37 ± 8.83 | 433.93 ± 47.83 | 6.02 ± 0.79 Aa | 35.12 ± 5.67 | 53.66 ± 6.65 | 35.81 ± 4.23 | 65.31 ± 30.16 | 72.88 ± 119.70 | |
G-889A | GG | 53.39 ± 5.08 | 59.09 ± 12.07 | 126.83 ± 28.18 | 36.55 ± 6.79 | 431.79 ± 45.54 | 5.68 ± 1.24 | 31.31 ± 4.75 ABa | 55.81 ± 7.35 | 35.09 ± 2.22 | 58.64 ± 17.03 | 48.09 ± 18.03 |
AA | 54.56 ± 3.31 | 63.23 ± 9.43 | 118.92 ± 8.42 | 37.68 ± 6.55 | 482.46 ± 78.25 | 5.99 ± 0.68 | 27.76 ± 3.19 Bb | 53.54 ± 4.23 | 35.01 ± 3.55 | 76.44 ± 31.73 | 34.00 ± 26.98 | |
GA | 54.77 ± 5.93 | 65.14 ± 10.45 | 120.03 ± 17.82 | 39.81 ± 8.86 | 459.45 ± 77.90 | 5.75 ± 0.68 | 34.79 ± 5.64 Aa | 51.94 ± 8.49 | 36.45 ± 5.36 | 66.42 ± 28.19 | 62.73 ± 111.00 | |
A-634G | GG | 54.93 ± 5.56 | 62.66 ± 10.95 | 114.96 ± 16.61 | 40.55 ± 6.25 | 462.62 ± 82.99 a | 5.38 ± 0.99 | 31.87 ± 4.90 B | 49.35 ± 9.44 | 36.38 ± 4.84 | 67.48 ± 22.40 | 40.36 ± 22.27 |
AA | 55.31 ± 4.81 | 68.05 ± 9.15 | 131.36 ± 32.52 | 33.34 ± 7.28 | 386.79 ± 85.77 b | 5.33 ± 1.01 | 30.76 ± 4.71 AB | 54.13 ± 10.38 | 35.92 ± 4.24 | 54.08 ± 16.31 | 55.53 ± 7.66 | |
AG | 54.38 ± 5.64 | 57.48 ± 11.77 | 117.56 ± 20.52 | 38.97 ± 7.91 | 420.91 ± 45.95b | 5.70 ± 0.81 | 35.95 ± 5.73 A | 53.56 ± 8.41 | 37.32 ± 5.04 | 62.50 ± 30.51 | 68.07 ± 106.66 | |
C-511T | TT | 55.68 ± 5.19 a | 61.54 ± 11.50 | 120.39 ± 19.95 | 38.34 ± 7.63 | 424.69 ± 63.35 | 5.53 ± 0.80 | 33.64 ± 6.15 | 51.97 ± 8.36 | 36.64 ± 5.09 | 64.95 ± 32.25 | 65.25 ± 97.93 |
CC | 49.13 ± 5.34 b | 56.24 ± 7.86 | 100.24 ± 8.98 | 45.90 ± 3.36 | 425.87 ± 52.67 | 4.77 ± 0.90 | 35.57 ± 1.55 | 48.27 ± 13.37 | 37.97 ± 2.03 | 80.04 ± 18.71 | 67.43 ± 11.22 | |
CT | 54.14 ± 5.54 ab | 60.14 ± 12.15 | 115.49 ± 19.73 | 39.72 ± 6.73 | 458.16 ± 7.23 | 5.60 ± 1.04 | 33.39 ± 5.29 | 51.57 ± 9.95 | 36.78 ± 4.87 | 61.12 ± 14.81 | 36.97 ± 17.39 | |
A-483G | GG | 55.31 ± 4.81 | 68.05 ± 9.15 | 131.36 ± 32.52 | 39.98 ± 5.65 a | 462.00 ± 84.63 a | 5.33 ± 1.01 | 36.24 ± 5.80 A | 54.13 ± 10.38 | 35.92 ± 4.24 | 54.08 ± 16.31 | 55.53 ± 7.66 |
AA | 54.85 ± 5.66 | 62.06 ± 10.73 | 113.67 ± 15.58 | 31.34 ± 7.28 b | 386.79 ± 85.77 b | 5.33 ± 0.98 | 31.41 ± 4.40 B | 49.59 ± 9.55 | 36.25 ± 4.90 | 67.41 ± 22.85 | 40.59 ± 22.70 | |
GA | 54.49 ± 5.56 | 58.26 ± 12.19 | 118.70 ± 20.93 | 39.57 ± 8.34 a | 423.11 ± 46.41 b | 5.74 ± 0.81 | 30.76 ± 4.71 AB | 53.16 ± 8.48 | 37.40 ± 4.95 | 62.76 ± 29.93 | 46.93 ± 16.87 | |
T-458G | TT | 52.86 ± 5.41 | 59.55 ± 11.43 | 120.15 ± 25.74 | 40.42 ± 7.84 | 428.76 ± 54.92 | 5.51 ± 1.05 | 33.67 ± 5.56 ABb | 53.89 ± 8.51 | 36.49 ± 3.05 | 63.42 ± 17.26 | 50.26 ± 17.31 |
GG | 55.33 ± 5.47 | 62.75 ± 11.46 | 115.91 ± 8.96 | 39.59 ± 5.34 | 460.75 ± 66.46 | 5.28 ± 1.08 | 28.94 ± 4.49 Bb | 50.62 ± 6.55 | 34.48 ± 3.32 | 73.66 ± 31.80 | 39.59 ± 21.75 | |
GT | 55.70 ± 5.38 | 60.78 ± 11.88 | 115.98 ± 18.26 | 38.50 ± 7.47 | 436.91 ± 82.92 | 5.60 ± 0.77 | 35.14 ± 5.28 Aa | 50.47 ± 10.16 | 37.69 ± 5.92 | 61.74 ± 28.74 | 42.73 ± 20.08 | |
C-447G | CC | 55.00 ± 5.66 | 62.99 ± 11.05 | 131.24 ± 28.28 a | 40.76 ± 6.29 a | 461.06 ± 84.30 a | 5.36 ± 1.01 | 35.06 ± 4.90 a | 49.31 ± 9.63 | 36.20 ± 4.86 | 65.59 ± 20.63 | 40.52 ± 22.71 |
GG | 54.86 ± 4.29 | 65.32 ± 10.01 | 110.53 ± 16.81 b | 33.73 ± 6.37 b | 409.79 ± 90.35 ab | 5.40 ± 0.89 | 30.03 ± 4.40 b | 53.38 ± 9.15 | 36.89 ± 4.27 | 66.21 ± 30.57 | 51.66 ± 10.90 | |
GC | 54.38 ± 5.64 | 57.49 ± 11.76 | 117.56 ± 20.52 ab | 38.97 ± 7.91 ab | 420.91 ± 45.95 b | 5.70 ± 0.81 | 32.95 ± 5.73 b | 53.56 ± 8.41 | 37.32 ± 5.04 | 62.50 ± 30.51 | 47.43 ± 17.02 | |
G-357A | GG | 55.17 ± 5.84 | 62.64 ± 11.23 ab | 115.36 ± 20.47 | 43.01 ± 8.87 A | 457.92 ± 97.76 | 5.42 ± 1.00 | 35.07 ± 4.54 | 47.75 ± 10.78 b | 37.77 ± 5.25 | 63.50 ± 16.30 | 41.09 ± 24.06 |
AA | 54.58 ± 5.25 | 65.27 ± 11.70 a | 123.06 ± 21.04 | 35.71 ± 5.85 B | 425.97 ± 68.38 | 5.63 ± 0.73 | 33.96 ± 5.18 | 55.39 ± 9.02 a | 35.61 ± 4.93 | 64.75 ± 35.90 | 50.62 ± 15.09 | |
GA | 54.48 ± 5.54 | 56.90 ± 10.72 b | 115.40 ± 18.77 | 38.95 ± 5.76 AB | 432.31 ± 52.09 | 5.52 ± 0.97 | 32.56 ± 6.40 | 51.96 ± 7.24 ab | 36.78 ± 4.56 | 64.43 ± 25.57 | 43.64 ± 18.60 |
NO | Haplotype | Frequency |
---|---|---|
H1 | TGGATGTGA | 0.242 |
H2 | CCAGTAGCG | 0.226 |
H3 | CCGGCATCG | 0.145 |
H4 | CCAGTAGCA | 0.144 |
H5 | TGGGCATCG | 0.054 |
H6 | CCGATGTGA | 0.039 |
H7 | TCGGCATCG | 0.019 |
H8 | TGAGCATCG | 0.018 |
H9 | TGAGTAGCA | 0.011 |
H10 | TGGATGTGG | 0.010 |
Resistant Parameters | Haplotype Combination | |||||
---|---|---|---|---|---|---|
H1H1 | H1H2 | H1H4 | H1H5 | H2H3 | H2H5 | |
NO (μmol/L) | 55.62 ± 4.23 | 61.38 ± 5.01 | 58.38 ± 4.78 | 56.14 ± 4.77 | 56.89 ± 5.26 | 57.89 ± 4.92 |
CAT (U/L) | 58.37 ± 9.10 | 62.77 ± 10.11 | 58.18 ± 9.98 | 60.18 ± 11.23 | 59.23 ± 9.11 | 61.23 ± 10.53 |
SOD (U/L) | 117.11 ± 18.30 | 118.67 ± 18.67 | 118.29 ± 19.45 | 119.87 ± 19.29 | 121.59 ± 19.34 | 122.87 ± 18.99 |
IL-17 (pg/mL) | 39.34 ± 6.10 a | 42.78 ± 5.78 a | 42.44 ± 6.23 a | 41.07 ± 6.19 a | 48.67 ± 6.34 b | 47.61 ± 5.99 b |
GSH-Px (U/L) | 339.76 ± 68.63 A | 329.58 ± 70.54 A | 433.27 ± 67.90 B | 340.67 ± 67.78 A | 429.28 ± 67.33 B | 450.34 ± 71.37 B |
MDA (mmol/L) | 5.02 ± 0.66 a | 5.44 ± 0.72 a | 6.01 ± 0.87 b | 5.32 ± 0.91 a | 5.92 ± 0.68 b | 5.99 ± 0.93 b |
IL-2 (ng/L) | 30.36 ± 4.98 a | 31.67 ± 5.37 a | 35.11 ± 5.66 ab | 33.67 ± 5.43 a | 35.74 ± 5.17 ab | 39.04 ± 5.10 b |
IL-16 (ng/L) | 50.13 ± 8.37 a | 50.38 ± 9.26 a | 50.88 ± 9.35 b | 50.56 ± 8.99 a | 52.11 ± 8.63 ab | 54.19 ± 9.19 b |
IFN-γ (ng/L) | 35.81 ± 4.62 | 35.82 ± 5.29 | 36.14 ± 4.84 | 33.13 ± 4.02 | 37.09 ± 5.10 | 36.37 ± 4.61 |
β-carotene (μmol/L) | 58.97 ± 19.87 | 61.13 ± 23.42 | 60.53 ± 24.98 | 63.47 ± 24.43 | 59.01 ± 23.77 | 58.16 ± 25.83 |
weight gain (g) | 57.70 ± 44.11 a | 60.13 ± 57.24 a | 58.92 ± 49.78 a | 59.54 ± 50.34 a | 63.32 ± 47.92 b | 62.86 ± 56.98 b |
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Yu, H.; Zou, W.; Xin, S.; Wang, X.; Mi, C.; Dai, G.; Zhang, T.; Zhang, G.; Xie, K.; Wang, J.; et al. Association Analysis of Single Nucleotide Polymorphisms in the 5′ Regulatory Region of the IL-6 Gene with Eimeria tenella Resistance in Jinghai Yellow Chickens. Genes 2019, 10, 890. https://doi.org/10.3390/genes10110890
Yu H, Zou W, Xin S, Wang X, Mi C, Dai G, Zhang T, Zhang G, Xie K, Wang J, et al. Association Analysis of Single Nucleotide Polymorphisms in the 5′ Regulatory Region of the IL-6 Gene with Eimeria tenella Resistance in Jinghai Yellow Chickens. Genes. 2019; 10(11):890. https://doi.org/10.3390/genes10110890
Chicago/Turabian StyleYu, Hailiang, Wenbin Zou, Shijie Xin, Xiaohui Wang, Changhao Mi, Guojun Dai, Tao Zhang, Genxi Zhang, Kaizhou Xie, Jinyu Wang, and et al. 2019. "Association Analysis of Single Nucleotide Polymorphisms in the 5′ Regulatory Region of the IL-6 Gene with Eimeria tenella Resistance in Jinghai Yellow Chickens" Genes 10, no. 11: 890. https://doi.org/10.3390/genes10110890
APA StyleYu, H., Zou, W., Xin, S., Wang, X., Mi, C., Dai, G., Zhang, T., Zhang, G., Xie, K., Wang, J., & Qiu, C. (2019). Association Analysis of Single Nucleotide Polymorphisms in the 5′ Regulatory Region of the IL-6 Gene with Eimeria tenella Resistance in Jinghai Yellow Chickens. Genes, 10(11), 890. https://doi.org/10.3390/genes10110890