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Selected Genetic Polymorphisms and their Association with Pre-Eclampsia: A Meta-Analysis and Power Analysis Cover

Selected Genetic Polymorphisms and their Association with Pre-Eclampsia: A Meta-Analysis and Power Analysis

Open Access
|Feb 2026

Figures & Tables

Figure 1.

PRISMA
PRISMA

Figure 2.

Forest plot for the association of IL1A (rs17561) gene polymorphism with PE risk (a) allelic, (b) recessive, (c) dominant, and (d) over-dominant model.
Forest plot for the association of IL1A (rs17561) gene polymorphism with PE risk (a) allelic, (b) recessive, (c) dominant, and (d) over-dominant model.

Figure 3.

Forest plot for the association of IFN-γ (rs2430561) gene polymorphism with PE risk (a) allelic, (b) recessive, (c) dominant, and (d) over-dominant model.
Forest plot for the association of IFN-γ (rs2430561) gene polymorphism with PE risk (a) allelic, (b) recessive, (c) dominant, and (d) over-dominant model.

Figure 4.

Forest plot for the association of STOX1 (rs1341667) gene polymorphism with PE risk (a) allelic, (b) recessive, (c) dominant, and (d) over-dominant model.
Forest plot for the association of STOX1 (rs1341667) gene polymorphism with PE risk (a) allelic, (b) recessive, (c) dominant, and (d) over-dominant model.

Figure 5.

Forest plot for the association of PPAR-γ (rs1801282) gene polymorphism with PE risk (a) allelic, (b) recessive, (c) dominant, and (d) over-dominant model.
Forest plot for the association of PPAR-γ (rs1801282) gene polymorphism with PE risk (a) allelic, (b) recessive, (c) dominant, and (d) over-dominant model.

Figure 6.

Sensitivity analysis for IL1A (rs17561) among PE cases and controls in all genetic models.
Sensitivity analysis for IL1A (rs17561) among PE cases and controls in all genetic models.

Figure 7.

Sensitivity analysis for IFN-γ (rs2430561) among PE cases and controls in all genetic models.
Sensitivity analysis for IFN-γ (rs2430561) among PE cases and controls in all genetic models.

Figure 8.

Sensitivity analysis for STOX1 (rs1341667) among PE cases and controls in all genetic models.
Sensitivity analysis for STOX1 (rs1341667) among PE cases and controls in all genetic models.

Figure 9.

Sensitivity analysis for PPAR-γ (rs1801282) among PE cases and controls in all genetic models.
Sensitivity analysis for PPAR-γ (rs1801282) among PE cases and controls in all genetic models.

Figure 10.

The Protein-Protein Interaction (PPI) network of differentially expressed genes (DEGs) among the selected genes associated with PE. We present the total clusters of the PPI network, featuring 8 nodes and 7 edges.
The Protein-Protein Interaction (PPI) network of differentially expressed genes (DEGs) among the selected genes associated with PE. We present the total clusters of the PPI network, featuring 8 nodes and 7 edges.

Figure 11.

Circos plot visually represents the chromosomal relationships among the selected SNPs, focusing on IL1A (rs17561).
Circos plot visually represents the chromosomal relationships among the selected SNPs, focusing on IL1A (rs17561).

Characteristics of the studies for the association of IL1A rs17561, IFN-γ rs2430561, STOX1 rs1341667, and PPAR-γ rs1801282 gene polymorphism with PE

GeneStudyEthnicityCountryPE CasesControlsHWE P-valueHWE adjusted P-valueNOS Score
AC_CasesCC_CasesAA_CasesAC_ControlsCC_ControlsAA_Controls
IL1A rs (17561)Li et al., 2014[5]AsianChina5334451114367008
Andraweera et al., 2016[10]AsianSri Lanka7779169260160.18650.18657
Wu et al., 2017[11]AsianChina15760391921007
TT_CasesTA_CasesAA_CasesTT_ControlsTA_ControlsAA_Controls
IFN-γ (rs2430561)Kamali-Sarvestani et al., 2006[12]AsianIran2166423078530.89030.89036
Daher et al., 2006[13]Brazil625242238290.18420.87767
Daher et al., 2006[13]Brazil952341743360.50750.87768
De Lima et al., 2009[14]CaucasianBrazil746321845330.70210.87768
Pinheiro et al., 2015[15]CaucasianBrazil335132540620.64970.87767
TT_CasesTC_CasesCC_CasesTT_ControlsTC_ControlsCC_Controls
STOX1 (rs1341667)Kim et al., 2009[18]AsianKorea1554251505310.10410.41647
Fenstad et al., 2010[19]CaucasianNorway1244504122459318400.59810.97077
Pinarbasi et al., 2020[20]AsianTurkey1082801121432491080.98390.98397
Bildirici et al., 2023[17]AsianTurkey10319182390.7280.97078
CC_CasesCG_CasesGG_CasesCC_ControlsCG_ControlsGG_Controls
PPAR-γ (rs1801282)Laasanen et al., 2002[16]CaucasianFinland95362763450.63340.63348
Ghorbani et al., 2021[21]AsianIran75250772300.19380.58146
Liu et al., 2021[9]CaucasianFrance26811297301150.59220.63348

Subgroup analysis for association of PPAR-γ rs1801282 gene polymorphism with PE_

ModelEthnicityNumber of studiesORTest of association 95% Clp-valueModelTest of heterogeneity p-valueI2
Allele contrast (A vs. a)Overall31.0252[0.7404; 1.4197]0.880652Fixed0.25690.2642
Asian10.9096[0.4974; 1.6634]0.758349FixedNANA
Caucasian21.0768[0.7316; 1.5849]0.707445Fixed0.11350.6008
Recessive model (AA vs. Aa+aa)Overall31.0002[0.6944; 1.4408]0.999026Fixed0.42030
Asian10.8961[0.4681; 1.7156]0.740601FixedNANA
Caucasian21.0523[0.6769; 1.6358]0.820909Fixed0.20980.3641
Dominant model (AA+Aa vs. aa)Overall21.0613[0.1197; 9.4081]0.957354Random0.09730.6364
Asian0NA FixedNANA
Caucasian21.0613[0.1197; 9.4081]0.957354Random0.09730.6364
Overdominant (Aa vs. AA + aa)Overall31.0367[0.7141; 1.5050]0.849601Fixed0.71990
Asian11.1159[0.5829; 2.1365]0.740601FixedNANA
Caucasian20.9999[0.6343; 1.5762]0.999641Fixed0.44490
pairwl (AA vs. aa)Overall21.0518[0.1067; 10.3726]0.965492Random0.08350.6662
Asian0NA FixedNANA
Caucasian21.0518[0.1067; 10.3726]0.965492Random0.08350.6662
pairw2 (AA vs. Aa)Overall30.9773[0.6723; 1.4208]0.904274Fixed0.63430
Asian10.8961[0.4681; 1.7156]0.740601FixedNANA
Caucasian21.0203[0.6456; 1.6127]0.931304Fixed0.36870
pairw3 (Aa vs. aa)Overall21.2702[0.3345; 4.8237]0.725342Fixed0.17550.4553
Asian0NA FixedNANA
Caucasian21.2702[0.3345; 4.8237]0.725342Fixed0.17550.4553

Subgroup analysis for the association of STOX1 rs1341667 gene polymorphism with PE_

ModelEthnicityNumber of studiesORTest of association 95% CIp-valueModelTest of heterogeneity p-valueI2
Allele contrast (A vs. a)Overall40.9573[0.8739; 1.0486]0.347607Fixed0.31680.1503
Asian30.8704[0.7456; 1.0162]0.079072Fixed0.51810
Caucasian11.0067[0.8994; 1.1268]0.907561FixedNANA
Recessive model (AA vs. Aa+aa)Overall40.8644[0.6250; 1.1955]0.378488Random0.03430.6532
Asian30.7751[0.4843; 1.2405]0.288338Random0.06210.6401
Caucasian11.0398[0.8255; 1.3098]0.740104FixedNANA
Dominant model (AA+Aa vs. aa)Overall40.9803[0.8559; 1.1229]0.774395Fixed0.52490
Asian30.9317[0.7009; 1.2385]0.626105Fixed0.3540.0371
Caucasian10.9951[0.8527; 1.1614]0.950762FixedNANA
Overdominant (Aa vs. AA+aa)Overall41.0762[0.8331; 1.3902]0.574082Random0.05610.603
Asian31.1554[0.7391; 1.8061]0.526314Random0.06090.6426
Caucasian10.9784[0.8397; 1.1400]0.779761FixedNANA
pairwise 1 (AA vs. aa)Overall40.9008[0.7371; 1.0998]0.303905Fixed0.18010.3863
Asian30.69[0.4893; 0.9731]0.034376Fixed0.49480
Caucasian11.0319[0.8068; 1.3198]0.802505FixedNANA
pairwise 2 (AA vs. Aa)Overall40.8681[0.6008; 1.2544]0.451454Random0.01710.7051
Asian30.7741[0.4391; 1.3646]0.376068Random0.02440.7308
Caucasian11.0471[0.8208; 1.3359]0.711047FixedNANA
pairwise 3 (Aa vs. aa)Overall41.0029[0.8692; 1.1572]0.968297Fixed0.34580.0946
Asian31.0639[0.7889; 1.4347]0.684766Fixed0.21020.3588
Caucasian10.9855[0.8373; 1.1599]0.860306FixedNANA

Emphasizing the importance of determining an appropriate sample size is crucial for accurately evaluating statistical significance and ensuring the reliability of findings in genetic association studies, especially when investigating specific polymorphisms_ The estimation of sample size plays a pivotal role in determining the statistical power of these studies

GeneSNPNo. of StudiesCasesControlα err probPower (1-β err prob)
IL1Ars1756136659540.023030.9
IFN-γrs243056154805490.053430.9
STOX1rs13416674173827700.0004950.9
PPAR-γrs1801282326818280.061460.9
DOI: https://doi.org/10.2478/eabr-2025-0020 | Journal eISSN: 2956-2090 | Journal ISSN: 2956-0454
Language: English
Page range: 399 - 415
Submitted on: Jul 31, 2025
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Accepted on: Nov 15, 2025
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Published on: Feb 25, 2026
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2026 Sharon Benita Stephen, Rozario Cyril, Dapkupar Wankhar, M.K Anbumozhi, M. Muthuselvi, Gowtham Kumar Subbaraj, published by University of Kragujevac, Faculty of Medical Sciences
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.