Predication of Preeclampsia Severity by NLR and PLR

Authors

  • Seyedeh shahed Shoarishoar
  • Fatemeh Hosseinzadeh
  • Haniyeh Amini
  • Somayeh Ahmadi Gorji
  • Seyedeh Maryam Asgari Galebin
  • Sedighe Bab Eghbal
  • Mandana Mansour Ghanaie
  • Seyed Mohammad Asgari Galebin

DOI:

https://doi.org/10.63682/jns.v14i27S.6520

Keywords:

PE prediction, Neutrophil Lymphocyte Ratio, Platelet Lymphocyte Ratio

Abstract

Background & Objective: We aimed to assess the Neutrophil Lymphocyte Ratio (NLR) and the Platelet Lymphocyte Ratio (PLR) in pregnant women with Severe Preeclampsia (SPE) compared with Non-Severe Preeclampsia (NSPE) and Non Preeclamptic (NPE) controls to evaluate whether there is an association between these hematologic parameters and severity of preeclampsia (PE).

 Methods: Demographic data and laboratory results of 148 pregnant women (age range:15-43 years; mean age:30 years), with SPE, NSPE and NPE were retrospectively evaluated in this cohort study during 2019-2021. Three groups were evaluated in terms of demographic characteristics and the hematological parameters of first trimester including Neutrophil, Lymphocyte, Platelet, NLR and PLR. Receiver Operating Characteristic curve (ROC) analysis was also performed to identify the optimal levels of NLR and PLR to predict PE.   

 Results: In the present study, of 148 pregnant women, 47(31.7%) were SPE, 46(~31.1%) were NSPE and the remaining 55 (~37.2%) were NPE. According to the Kolmogorov-Smirnov Test, variables don’t have normal distribution between groups (p<0.05). According to the Kruskal-Wallis Test, there was not a statistically significant difference between NLR and PLR in these three groups (p<0.05); however, the median of PLR in SPE group was higher than the two other groups. In the hematological parameters after Generalized Estimating Equation (GEE) analysis, NLR (p=0.000, β=-0.405) and PLR (p=0.001, β=15.5) levels in the SPE group were higher than the NSPE group. Also NLR (p=0.000, β=0.529) and PLR (p=0.000, β=-39.03) levels in the SPE group were higher than the control group. In the ROC analysis, for both NLR and PLR, the area under the curve was <0.07. The cut-off values of NLR>2.13 and PLR>81 predicted PE between NSPE and NPE groups with the sensitivity of 73% and 60% and specificity of 43% and 48% respectively. The cut-off values of NLR>2.03 and PLR>85 predicted PE between SPE and NSPE groups with the sensitivity of 70% and 60% and the specificity of 27% and 46.7% respectively.

Conclusion: NLR and PLR cannot be used as a marker. in predicting of subsequent PE or its severity.

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References

Gary Cunningham F, Leveno Kenneth J, Dashe JODI S, Hofman Barbara L, Spong Catherine Y, M CB. Preeclampsia Syndrome. Williams obstetrics. 2. 26TH EDITION ed. New York: Mcgraw-hill; 2022. p. 688 - 710.

Mansour Ghanaei M AAS, Morady A, Mansour Ghanaie R, Asghari Ghalebin SM, Rafiei E. Intrauterine Growth Restriction with and without Pre-Eclampsia: Pregnancy Outcome and Placental Findings. J Obstet Gynecol Cancer Res. 2022;7(3):177–85.

Qu H, Khalil RA. Vascular mechanisms and molecular targets in hypertensive pregnancy and preeclampsia. American Journal of Physiology-Heart and Circulatory Physiology. 2020;319(3):H661-H81.

Kang Q, Li W, Yu N, Fan L, Zhang Y, Sha M, et al. Predictive role of neutrophil-to-lymphocyte ratio in preeclampsia: A meta-analysis including 3982 patients. Pregnancy hypertension. 2020;20:111-8.

Gamal El-Din Mahmoud A, Ali Mohamed M, Ahmed El-Desouky E-S, Saad El-Din Radwan M. First-trimester neutrophil-to-lymphocyte and platelet-to-lymphocyte ratios as indicators for early diagnosis of preeclampsia. Al-Azhar Medical Journal. 2021;50(2):1059-74.

Ye D, Li S, Ma Z, Ding Y, He R. Diagnostic value of platelet to lymphocyte ratio in preeclampsia: a systematic review and meta-analysis. The Journal of Maternal-Fetal & Neonatal Medicine. 2023;36(2):2234540.

Kholeif A, Kholeif A. Prediction of severity of preeclampsia in Egyptian patients: Role of neutrophil/lymphocyte ratio, platelet/lymphocyte ratio and C-reactive protein. 2020.

Oğlak SC, Tunç Ş, Ölmez F. First trimester mean platelet volume, neutrophil to lymphocyte ratio, and platelet to lymphocyte ratio values are useful markers for predicting preeclampsia. Ochsner Journal. 2021;21(4):364-70.

Prasetyo A, Bororing SR, Sukadarma Y. Neutrophil to lymphocyte ratio in Preeclampsia. Indonesian Journal of Obstetrics and Gynecology. 2021:115-8.

Wang J, Zhu Q-W, Cheng X-Y, Liu J-y, Zhang L-l, Tao Y-M, et al. Assessment efficacy of neutrophil-lymphocyte ratio and monocyte-lymphocyte ratio in preeclampsia. Journal of reproductive immunology. 2019;132:29-34.

Amidu N, Antuamwine BB, Akilla MA, Owiredu WKBA, Addai-Mensah O. Leucocyte differential count and pregnancy induced hypertension: implication for risk and disease assessment. 2020.

Singgih R, Firmansyah Y, Dewi AK. Clinical ability of neutrophil–lymphocyte ratio in pregnancy as a predictor of preeclampsia. Journal of South Asian Federation of Obstetrics and Gynaecology. 2021;13(3):125-30.

SWEED M, Maqlad A, KAMEL O. The Accuracy of Neutrophil/Lymphocyte Ratio in Prediction of Preeclampsia in Low Risk Population. Evidence Based Women's Health Journal. 2021;11(3):248-55.

Järemo P, Lindahl T, Lennmarken C, Forsgren H. The use of platelet density and volume measurements to estimate the severity of pre‐eclampsia. European journal of clinical investigation. 2000;30(12):1113-8.

ACOG Practice Bulletin No. 202: Gestational Hypertension and Preeclampsia. Obstet Gynecol. 2019;133(1):1.

Magee LA, Brown MA, Hall DR, Gupte S, Hennessy A, Karumanchi SA, et al. The 2021 International Society for the Study of Hypertension in Pregnancy classification, diagnosis & management recommendations for international practice. Pregnancy hypertension. 2022;27:148-69.

Behram M, Oğlak SC. The expression of angiogenic protein Cyr61 significantly increases in the urine of early-onset preeclampsia patients. Journal of Contemporary Medicine. 2021;11(5):605-9.

Pihl K, Sørensen S, Stener Jørgensen F. Prediction of preeclampsia in nulliparous women according to first trimester maternal factors and serum markers. Fetal Diagnosis and Therapy. 2020;47(4):277-83.

Hughes RC, Phillips I, Florkowski CM, Gullam J. The predictive value of the sFlt‐1/PlGF ratio in suspected preeclampsia in a New Zealand population: A prospective cohort study. Australian and New Zealand Journal of Obstetrics and Gynaecology. 2023;63(1):34-41.

Balta S, Celik T, Mikhailidis DP, Ozturk C, Demirkol S, Aparci M, et al. The relation between atherosclerosis and the neutrophil–lymphocyte ratio. Clinical and applied thrombosis/hemostasis. 2016;22(5):405-11.

Ozturk C, Balta S, Balta I, Demirkol S, Celik T, Turker T, et al. Neutrophil–lymphocyte ratio and carotid–intima media thickness in patients with Behcet disease without cardiovascular involvement. Angiology. 2015;66(3):291-6.

Hahn S, Hasler P, Vokalova L, van Breda SV, Lapaire O, Than NG, et al. The role of neutrophil activation in determining the outcome of pregnancy and modulation by hormones and/or cytokines. Clinical & Experimental Immunology. 2019;198(1):24-36.

Oğlak SC, Aydın MF. Are neutrophil to lymphocyte ratio and platelet to lymphocyte ratio clinically useful for the prediction of early pregnancy loss? Ginekologia Polska. 2020;91(9):524-7.

Yücel B, Ustun B. Neutrophil to lymphocyte ratio, platelet to lymphocyte ratio, mean platelet volume, red cell distribution width and plateletcrit in preeclampsia. Pregnancy Hypertension: An International Journal of Women's Cardiovascular Health. 2017;7:29-32.

Yavuzcan A, Caglar M, Ustun Y, Dilbaz S, Yidiz E, Ozbilgec S, et al. Mean platelet volume, neutrophil-lymphocyte ratio and platelet-lymphocyte ratio in severe preeclampsia. Ginekologia polska. 2014;85(3).

Aslan MM, Yeler MT, Yuvacı HU, Cerci IA, Cevrioğlu AS, Ozden S. Can the neutrophil-to-lymphocyte ratio (NLR) predicts fetal loss in preeclampsia with severe features? Pregnancy Hypertension. 2020;22:14-6.

Toptas M, Asik H, Kalyoncuoglu M, Can E, Can MM. Are neutrophil/lymphocyte ratio and platelet/lymphocyte ratio predictors for severity of preeclampsia? Journal of Clinical Gynecology and Obstetrics. 2016;5(1):27-31.

Serin S, Avcı F, Ercan O, Köstü B, Bakacak M, Kıran H. Is neutrophil/lymphocyte ratio a useful marker to predict the severity of pre-eclampsia? Pregnancy Hypertension: An International Journal of Women's Cardiovascular Health. 2016;6(1):22-5.

Hong-Biao Y, Meng-Dan S, Jing Y, Jin J, Cai-rong Z, Rong Z. Value of neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio for predicting preeclampsia during pregnancy. JOURNAL OF SICHUAN UNIVERSITY (MEDICAL SCIENCES). 2022;53(6):1039-44.

Gezer C, Ekin A, Ertas IE, Ozeren M, Solmaz U, Mat E, et al. High first-trimester neutrophil-to-lymphocyte and platelet-to-lymphocyte ratios are indicators for early diagnosis of preeclampsia. Ginekologia polska. 2016;87(6):431-5.

Akıl MA, Bilik MZ, Acet H, Tunç SY, Ertaş F, Aydın M, et al. Mean platelet volume and neutrophil lymphocyte ratio as new markers of preeclampsia severity. Koşuyolu Heart Journal. 2015;18(2):84-8.

Oylumlu M, Ozler A, Yildiz A, Oylumlu M, Acet H, Polat N, et al. New inflammatory markers in pre-eclampsia: echocardiographic epicardial fat thickness and neutrophil to lymphocyte ratio. Clinical and experimental hypertension. 2014;36(7):503-7.

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Published

2025-05-26

How to Cite

1.
Shoarishoar S shahed, Hosseinzadeh F, Amini H, Gorji SA, Asgari Galebin SM, Eghbal SB, Ghanaie MM, Galebin SMA. Predication of Preeclampsia Severity by NLR and PLR. J Neonatal Surg [Internet]. 2025May26 [cited 2025Sep.11];14(27S):829-36. Available from: https://www.jneonatalsurg.com/index.php/jns/article/view/6520