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Combination of Markers, Including hsCRP, TGFβ 1, IL-6, and T-regs, and their Predictive Value as Early Warning Signs for Preeclampsia: Insights from a Tertiary Care Medical Centre in Eastern India Cover

Combination of Markers, Including hsCRP, TGFβ 1, IL-6, and T-regs, and their Predictive Value as Early Warning Signs for Preeclampsia: Insights from a Tertiary Care Medical Centre in Eastern India

Open Access
|Mar 2026

Figures & Tables

A Flow diagram illustrating the workflow of the study

Figure 1.

Reference range determination, the normal reference ranges of the studied parameters.

Figure 2.

ROC Curve analysis for evaluation of diagnostic efficacy of the studied parameters.

Descriptive statistics of group-wise data and comparison by Mann-Whitney U test_

ParametersNormal Pregnant WomenPregnant with Preeclampsiap-value (Mann-Whitney U)
Age (in years)28 (25 – 30)28 (23 – 30)0.989
Gestational Age (in weeks)36.3 (28.85 – 38.35)36.9 (33.8 – 38.15)0.698
Weight (in kg)55.5 (51 – 62.5)54.5 (48 – 59.5)0.429
Height (in cms)153.5 (149 – 158)152.5 (148 – 158)0.495
BMI (in kg/m2)24.365 (22.87 – 25.175)24.12 (21.68 – 26.505)0.947
Waist To Hip Ratio0.85 (0.82 – 0.865)0.845 (0.82 – 0.85)0.547
Systolic BP (in mm of Hg)120 (110 – 120)147 (140 – 159.5)<0.001
Diastolic BP (in mm of Hg)79 (70 – 80)100 (97 – 110)<0.001
Lymphocyte %8.28 (6.14 – 11.72)10.695 (8.57 – 13.9)0.159
Absolute Lymphocytes (in no. of cells)8280 (6140 – 11720)10695 (8570 – 13900)0.159
CD3+CD4+ %33.93 (29.67 – 36.91)30.26 (27.12 – 39.6)0.374
CD4+CD25+ %5.17 (2.64 – 7.16)3.495 (1.9 – 5.8)0.159
CD4+FOXP3+ %4.82 (4.22 – 5.46)1.615 (1.17 – 1.94)<0.001
Absolute CD3+CD4+ (in no. of cells)11322 (9901 – 12317)10097.5 (9050 – 13215)0.374
Absolute CD4+CD25+ (in no. of cells))1725 (881 – 2389)1166.5 (634 – 1935)0.159
Absolute CD4+FOXP3+ (in no. of cells)1608 (1408 – 1822)539 (390 – 647)<0.001
TGF-β1 (in pg/ml)6229.245 (3023.31 – 6762.24)6445.635 (5275.9 – 6666.03)0.718
IL-6 (in pg/ml)12.405 (9.95 – 15.8)35.195 (22.37 – 49.92)<0.001
hsCRP (in mg/ml)3.245 (2.205 – 5.06)6.965 (3.355 – 28.675)0.011

Threshold value of the studied immunological parameters_

ParameterCut-Off ValueSensitivitySpecificity
Absolute CD3+CD4+ count≤1030561.1175.00
Absolute CD4+CD25+ count≤118455.5667.86
Absolute CD4+FOXP3+ count≤1098100.0089.29
TGF-β1 (pg/ml)>4175.3385.0053.33
IL-6 (pg/ml)>18.6685.0076.67
hsCRP (mg/ml)>3.0180.0066.67

Lower and Upper Limit of Reference Range by Robust Method with 90%CI_

ParameterLower Limit (90% CI)Upper Limit (90% CI)Overall Reference Range
CD3+CD4+ (no. of cells)6758.95 (6097 – 6097)14109.7 (13805 – 14359)6758.95 – 14109.7
CD4+CD25+ (no. of cells)486.8 (467 – 467)3809.7 (3637 – 3951)486.8 – 3809.7
CD4+FOXP3+ (no. of cells)964.15 (934 – 934)2005.65 (1949 – 2052)964.15 – 2005.65
TGF-β1 (pg/ml)2290.35875 (2234.76 – 2234.76)7619.36325 (6843.45 – 8321.38)2290.35875 – 7619.36325
IL-6 (pg/ml)7.82 (7.82 – 7.82)50.12775 (46.29 – 53.6)7.82 – 50.12775
hsCRP (mg/ml)0.47125 (0.02 – 0.02)7.845 (7.32 – 8.32)0.47125 – 7.845

Area Under Curve analysis of the studied parameters_

Test Result Variable(s)AUC (95% CI)p-value
Absolute CD3+CD4+ Count0.588 (0.434 – 0.792)0.378
Absolute CD4+CD25+ Count0.637 (0.437 – 0.781)0.142
Absolute CD4+FOXP3+ Count0.982 (0.950 – 1.0)<0.001
TGF-β1 (pg/ml)0.391 (0.211 – 0.220)0.931
IL-6 (pg/ml)0.863 (0.743 – 0.982)<0.001
FOXP3 Count + IL-60.994 (0.982 – 1.008)<0.001
DOI: https://doi.org/10.34763/jmotherandchild.20263001.d-25-00031 | Journal eISSN: 2719-535X | Journal ISSN: 2719-6488
Language: English
Page range: 58 - 66
Submitted on: Aug 12, 2025
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Accepted on: Jan 9, 2026
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Published on: Mar 15, 2026
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2026 Prakruti Dash, Bharath Kumar Koppisetty, Saubhagya Kumar Jena, Saurav Nayak, published by Institute of Mother and Child
This work is licensed under the Creative Commons Attribution 4.0 License.