Background
Methods
Study design and participants
Inclusion and exclusion criteria
SNVs selection and sample size
Sample collection and DNA extraction
Development of tetra- primer ARMS PCR assay
SNV/rs | Primers | Sequence | Product size | Annealing |
---|---|---|---|---|
F5:c.1601G > A (rs6025) | FI primer (A allele): RI primer (G allele): FO primer (5′ - 3′): RO primer (5′ - 3′): | TAAGAGCAGATCCCTGGACAGTCA ACTTCAAGGACAAAATACCTGTATTCATC TTTGAATATATTTTCTTTCAGGCAGGAA AAATGTTATCACACTGGTGCTAAAAAGG | Product size for A allele: 184 Product size for G allele: 254 Product size of two outer primers: 385 | 62 °C |
F5:c.6665A > G (rs6027) | FI primer (A allele): RI primer (G allele): FO primer (5′ - 3′): RO primer (5′ - 3′): | TCGCCTGGAACTCTTTGGCTGGGA CAGGGGTTTTTGAATGTTCAATTCTAGTAAAGAC GGATAAAAAATTTTCTGGGTTGGGCATGAT AAGCCCTTTTCTTGTTGGTTCTTGATATTTTCC | Product size for A allele: 291 Product size for G allele: 402 Product size of two outer primers: 635 | 60 °C |
MTHFR:c.665C > T (rs1801133) | FI primer (T allele): RI primer (C allele): FO primer (5′ - 3′): RO primer (5′ - 3′): | AAGGAGAAGGTGTCTGCGGGCGT CAAAGAAAAGCTGCGTGATGATGAAATAGG CTGAGAGTCATCTCTGGGGTCAGAAGCA GAAGAACTCAGCGAACTCAGCACTCCAC | Product size for T allele: 246 Product size for C allele: 314 Product size of two outer primers: 507 | 60 °C |
MTHFR:c.1286A > C (rs1801131) | FI primer (A allele): RI primer (C allele): FO primer (5′ - 3′): RO primer (5′ - 3′): | TGTGGGGGGAGGAGCTGACCAGTGAGGA GGTAAAGAACGAAGACTTCAAAGACACCTG GCAAATACATCTTTGTTCTTGGGAGCGGG TACCCTTCTCCCTTTGCCATGTCCACAG | Product size for A allele: 230 Product size for C allele: 316 Product size of two outer primers: 488 | 60 °C |
VEGFA: c.-2055A > C (rs699947) | FI primer (C allele): RI primer (A allele): FO primer (5′ - 3′): RO primer (5′ - 3′): | AGCTGTAGGCCAGACCCTGGTAC AGTCAGTCTGATTATCCACCCAGACCT CTTAGGACACCATACCGATGGAACTG GCATATAGGAAGCAGCTTGGAAAAATTC | Product size for C allele: 161 Product size for A allele: 230 Product size of two outer primers: 341 | 60 °C |
VEGFA:c.*237C > T (rs3025039) | FI primer (T allele): RI primer (C allele): FO primer (5′ - 3′): RO primer (5′ - 3′): | ATTCCCGGGCGGGTGACCCAGAAT AATGGCGAATCCAATTCCAAGAGGGAACG ATACTGGGGCTTTCTGCCCCAGGACCAC TGAGTGGGAACATTCCCCTCCCAACTCA | Product size for T allele: 310 Product size for C allele: 458 Product size of two outer primers: 715 | 62 °C |
Statistical analysis
Results
Demographic and clinical characteristics
Variables | Cases | Controls | p-value | |
---|---|---|---|---|
Age at presentation (years) | 26.7 ± 5 | 26.6 ± 4 | 0.972 | |
Age at marriage (years) | 21.6 ± 4 | 21.1 ± 4 | 0.615 | |
Height (cms) | 152.4 ± 8 | 152.5 ± 8 | 0.610 | |
Weight (Kg) | 54.1 ± 9 | 54.8 ± 10 | 0.853 | |
BMI (Kg/m2) | 23.3 ± 4 | 22.9 ± 3 | 0.882 | |
SBP (mmHg) | 160.4 ± 20 | 114.7 ± 8 |
< 0.001
| |
DBP (mmHg) | 107 ± 17 | 78.7 ± 7 |
< 0.001
| |
Gestational age n (%) | < 34 weeks | 50 (40%) | 27 (21.6%) |
0.002
|
> 34 weeks | 75 (60%) | 98 (78.4%) | ||
Family history n (%) | Absent | 106 (84.8%) | 122 (97.6%) |
< 0.001
|
Present | 19 (15.2%) | 3 (2.4%) | ||
Ethnic distribution of the preeclamptics: n (%) | ||||
Sindhi: 70 (56%) | ||||
Urdu: 34 (27.2%) | ||||
Balochi: 4 (3.2%) | ||||
Pashto: 3 (2.4%) | ||||
Punjabi: 2 (1.6%) | ||||
Others: 12 (9.6%) |
Genotype distributions and allele frequencies
SNV | Genetic model/ HWE (p) | Allele/Genotype | Cases n (%) | Controls n (%) | OR (95%CI) | p-value |
P*
|
---|---|---|---|---|---|---|---|
F5:c.1601G > A | G | 246 (98) | 249 (99.6) | 1.00 | 0.2125 | 0.35 | |
A | 04 (2) | 01 (0.4) | 4.05 (0.45–36.48) | ||||
N/A | G/G | 121 (96.8) | 124 (99.2) | 1.00 | 0.16 | 0.28 | |
G/A | 4 (3.2) | 1 (0.8) | 4.10 (0.45–37.16) | ||||
HWE (p) | – | 0.85 | 0.96 | – | – | ||
F5:c.6665A > G | A | 232 (93) | 219 (88) | 1.00 | 0.0532 | 0.099 | |
G | 18 (7) | 31 (12) | 0.55 (0.30–1.00) | ||||
Codominant | A/A | 109 (87.2) | 95 (76) | 1.00 |
0.036
| 0.077 | |
A/G | 14 (11.2) | 29 (23.2) | 0.42 (0.21–0.84) | ||||
G/G | 2 (1.6) | 1 (0.8) | 1.74 (0.16–19.53) | ||||
Dominant | A/A | 109 (87.2) | 95 (76) | 1.00 |
0.021
| 0.053 | |
A/G-G/G | 16 (12.8) | 30 (24) | 0.46 (0.24–0.90) | ||||
Recessive | A/A-A/G | 123 (98.4) | 124 (99.2) | 1.00 | 0.56 | 0.71 | |
G/G | 2 (1.6) | 1 (0.8) | 2.02 (0.18–22.53) | ||||
Overdominant | A/A-G/G | 111 (88.8) | 96 (76.8) | 1.00 |
0.011
|
0.038
| |
A/G | 14 (11.2) | 29 (23.2) |
0.42 (0.21–0.84)
| ||||
Log- additive | – | – | – | 0.55 (0.30–1.02) | 0.052 | 0.104 | |
HWE (p) | – | 0.12 | 0.69 | – | – | ||
MTHFR:c.665C > T | C | 224 (90) | 240 (96) | 1.00 |
0.0076
|
0.0425
| |
T | 26 (10) | 10 (4) |
2.78 (1.31–5.90)
| ||||
Codominant | C/C | 102 (81.6) | 116 (92.8) | 1.00 |
0.026
| 0.06 | |
C/T | 20 (16) | 8 (6.4) | 2.84 (1.20–6.73) | ||||
T/T | 3 (2.4) | 1 (0.8) | 3.41 (0.35–33.32) | ||||
Dominant | C/C | 102 (81.6) | 116 (92.8) | 1.00 |
0.0071
|
0.0497
| |
C/T-T/T | 23 (18.4) | 9 (7.2) |
2.91 (1.29–6.57)
| ||||
Recessive | C/C-C/T | 122 (97.6) | 124 (99.2) | 1.00 | 0.3 | 0.42 | |
T/T | 3 (2.4) | 1 (0.8) | 3.05 (0.31–29.72) | ||||
Overdominant | C/C-T/T | 105 (84) | 117 (93.6) | 1.00 |
0.015
|
0.046
| |
C/T | 20 (16) | 8 (6.4) |
2.79 (1.18–6.59)
| ||||
Log- additive | – | – | – |
2.48 (1.20–5.13)
|
0.0085
|
0.0396
| |
HWE (p) | – | 0.12 | 0.17 |
–
|
–
| ||
MTHFR:c.1286A > C | A | 168 (67) | 132 (53) | 1.00 |
0.0011
|
0.0308
| |
C | 82 (33) | 118 (47) |
0.55 (0.38–0.78)
| ||||
Codominant | A/A | 61 (48.8) | 40 (32) | 1.00 |
0.0098
|
0.0392
| |
A/C | 46 (36.8) | 52 (41.6) | 0.58 (0.33–1.02) | ||||
C/C | 18 (14.4) | 33 (26.4) |
0.36 (0.18–0.72)
| ||||
Dominant | A/A | 61 (48.8) | 40 (32) | 1.00 |
0.0066
| 0.0616 | |
A/C-C/C | 64 (51.2) | 85 (68) | 0.49 (0.30–0.83) | ||||
Recessive | A/A-A/C | 107 (85.6) | 92 (73.6) | 1.00 |
0.018
| 0.0503 | |
C/C | 18 (14.4) | 33 (26.4) | 0.47 (0.25–0.89) | ||||
Overdominant | A/A-C/C | 79 (63.2) | 73 (58.4) | 1.00 | 0.44 | 0.58 | |
A/C | 46 (36.8) | 52 (41.6) | 0.82 (0.49–1.36) | ||||
Log -additive | – | – | – |
0.60 (0.42–0.84)
|
0.0024
|
0.0336
| |
HWE (p) | – | 0.069 | 0.073 |
–
|
–
| ||
VEGFA: c.-2055A > C | C | 138 (55) | 135 (54) | 1.00 | 0.7876 | 0.8821 | |
A | 112 (45) | 115 (46) | 0.95 (0.67–1.35) | ||||
Codominant | C/C | 36 (28.8) | 35 (28) | 1.00 | 0.95 | 0.95 | |
A/C | 66 (52.8) | 65 (52) | 0.99 (0.55–1.76) | ||||
A/A | 23 (18.4) | 25 (20) | 0.89 (0.43–1.86) | ||||
Dominant | C/C | 36 (28.8) | 35 (28) | 1.00 | 0.89 | 0.958 | |
A/C-A/A | 89 (71.2) | 90 (72) | 0.96 (0.55–1.67) | ||||
Recessive | C/C-A/C | 102 (81.6) | 100 (80) | 1.00 | 0.75 | 0.91 | |
A/A | 23 (18.4) | 25 (20) | 0.90 (0.48–1.69) | ||||
Overdominant | C/C-A/A | 59 (47.2) | 60 (48) | 1.00 | 0.9 | 0.93 | |
A/C | 66 (52.8) | 65 (52) | 1.03 (0.63–1.70) | ||||
Log- additive | – | – | – | 0.95 (0.66–1.37) | 0.78 | 0.91 | |
HWE (p) | – | 0.59 | 0.72 | – | – | ||
VEGFA:c.*237C > T | C | 229 (92) | 222 (89) | 1.00 | 0.2939 | 0.433 | |
T | 21 (8) | 28 (11) | 0.73 (0.40–1.32) | ||||
N/A | C/C | 104 (83.2) | 97 (77.6) | 1.00 | 0.26 | 0.404 | |
C/T | 21 (16.8) | 28 (22.4) | 0.70 (0.37–1.31) | ||||
HWE (p) | – | 0.305 | 0.36 | – | – |
SNV | Genotype | Onset of preeclampsia | Severity of preeclampsia | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Early (N = 50) | Late (N = 75) | OR (95% CI) | p-value |
P*
| Mild (N = 55) | Severe (N = 70) | OR (95% CI) | p-value |
P*
| ||
F5:c.6665A > G | AA | 43 (34.4%) | 66 (52.8%) | 1.00 | – | – | 50 (40%) | 59 (47.2%) | 1.00 | – | – |
AG | 6 (4.8%) | 8 (6.4%) | 1.27 (0.41–3.40) | 0.68 | 1.02 | 4 (3.2%) | 10 (8%) | 0.46 (0.13–1.56) | 0.21 | 0.84 | |
GG | 1 (0.8%) | 1 (0.8%) | 1.51 (0.09–25.51) | 0.77 | 1.026 | 1 (0.8%) | 1 (0.8%) | 1.12 (0.07–18.81) | 0.94 | 0.94 | |
MTHFR:c.665C > T | CC | 40 (32%) | 62 (49.6%) | 1.00 | – | – | 46 (36.8%) | 56 (44.8%) | 1.00 | – | – |
CT | 8 (6.4%) | 12 (9.6%) | 1.08 (0.40–2.88) | 0.89 | 1.068 | 7 (5.6%) | 13 (10.4%) | 0.65 (0.24–1.77) | 0.40 | 0.96 | |
TT | 2 (1.6%) | 1 (0.8%) | 2.88 (0.25–33.20) | 0.40 | 0.8 | 2 (1.6%) | 1 (0.8%) | 2.20 (0.19–25.5) | 0.53 | 0.908 | |
MTHFR:c.1286A > C | AA | 32 (25.6%) | 29 (23.2%) | 1.00 | – | – | 27 (21.6%) | 34 (27.2%) | 1.00 | – | – |
AC | 8 (6.4%) | 38 (30.4%) |
0.19 (0.08–0.49)
|
< 0.001
|
0.012
| 15 (12%) | 31 (24.8%) | 0.65 (0.28–1.5) | 0.31 | 0.92 | |
CC | 10 (8%) | 8 (6.4%) | 1.08 (0.37–3.19) | 0.89 | 0.97 | 13 (10.4%) | 5 (4%) | 3.26 (1.03–10.30) |
0.04
| 0.24 |
Haplotype | F5: c.1601G > A | F5: c.6665A > G | Cases | Control | Total frequency | OR (95%CI) | p-value |
P*
|
1. | G | A | 0.928 | 0.876 | 0.902 | 1.00 | – | – |
2. | G | G | 0.056 | 0.120 | 0.088 |
0.35 (0.17–0.72)
|
0.0048
|
0.0144
|
3. | A | G | 0.016 | 0.004 | 0.01 | 7.05 (0.72–69.36) | 0.095 | 0.142 |
4. | A | A | – | – | – | – | – | – |
Global haplotype association p-value: 0.0045 | ||||||||
Linkage disequilibrium analysis: D’ = 0.991, r2 = 0.091; p-value < 0.001 | ||||||||
Haplotype | MTHFR: c.665C > T | MTHFR: c.1286A > C | ||||||
1. | C | A | 0.672 | 0.528 | 0.6 | 1.00 | – | – |
2. | C | C | 0.224 | 0.432 | 0.328 |
0.32 (0.21–0.51)
|
< 0.0001
|
0.0006
|
3. | T | C | 0.104 | 0.04 | 0.072 |
2.85 (1.29–6.29)
|
0.0099
|
0.0198
|
4. | T | A | – | – | – | – | – | – |
Global haplotype association p-value< 0.0001 | ||||||||
Linkage disequilibrium analysis: D’ = 0.999, r2 = 0.116; p-value < 0.001 | ||||||||
Haplotype | VEGFA: c.*237C > T | VEGFA: c.-2055A > C | ||||||
1. | C | C | 0.552 | 0.54 | 0.546 | 1.00 | – | – |
2. | C | A | 0.364 | 0.348 | 0.356 | 1.26 (0.73–2.17) | 0.41 | 0.41 |
3. | T | A | 0.084 | 0.112 | 0.098 | 0.66 (0.34–1.25) | 0.20 | 0.24 |
4. | T | C | – | – | – | – | – | |
Global haplotype association p-value: 0.38 | ||||||||
Linkage disequilibrium analysis: D’ = 0.9987, r2 = 0.13; p-value < 0.001, Bold fonts indicate significant P-value |