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Strong Ion Difference: A Promising Biomarker for Differential Diagnosis of Hypertensive Disorders in Pregnancy

Year 2025, Volume: 15 Issue: EK-1, 16 - 24, 20.10.2025

Abstract

Aim: Hypertensive disorders of pregnancy (HDP), including gestational hypertension (GHT) and preeclampsia, are significant causes of maternal and neonatal morbidity. Early differentiation is crucial, especially in severe cases. This study evaluated venous blood gas parameters, specifically Strong Ion Difference (SID) and Apparent Strong Ion Difference (SIDa), to distinguish GHT from preeclampsia and severe preeclampsia.
Material and Method: This retrospective, single-center study analyzed 94 pregnant patients with hypertension of unknown origin beyond 20 weeks’ gestation (October 2021–2022). Patients were categorized as GHT (n=39) or preeclampsia spectrum (n=55), with subgroup analysis in 74 patients without chronic diseases. Proteinuria was assessed via 24-hour urine collection or protein/ creatinine ratio. Statistical methods included t-tests, chi-square, Mann-Whitney U, Kappa, and ROC analysis.
Results: Significant differences were found between GHT and preeclampsia groups in dipstick protein ≥2+, protein/creatinine ratio, SID, and SIDa (p<0.001). In the subgroup analysis, significant differences were noted for dipstick protein ≥1+ and ≥2+, protein/creatinine ratio, SID, and SIDa (p=0.001, p<0.001, p<0.001, p=0.015, p=0.012). Kappa analysis showed poor agreement between SID and proteinuria in the total cohort (κ=-0.166, p=0.092) and slight agreement in the subgroup analysis (κ=0.190, p=0.020), suggesting a weak concordance between these two parameters. SID showed moderate discriminatory power (AUC: 0.672 overall, 0.668 in the subgroup).
Conclusion: SID and SIDa are promising biomarkers for distinguishing GHT from preeclampsia. Further extensive cohort studies are needed to establish accurate cut-off values for routine clinical use.

References

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  • 2. Poon LC, Nguyen‐Hoang L, Smith GN, Bergman L, O’Brien P, Hod M, et al. Hypertensive disorders of pregnancy and long‐term cardiovascular health: FIGO best practice advice. International Journal of Gynecology & Obstetrics. 2023;160:22–34.
  • 3. Program NHBPE. Report of the national high blood pressure education program working group on high blood pressure in pregnancy. American journal of obstetrics and gynecology. 2000;183(1):s1-s22.
  • 4. Morris R, Riley R, Doug M, Deeks J, Kilby M. Diagnostic accuracy of spot urinary protein and albumin to creatinine ratios for detection of significant proteinuria or adverse pregnancy outcome in patients with suspected pre-eclampsia: systematic review and meta-analysis. Bmj. 2012;345.
  • 5. Phelan LK, Brown MA, Davis GK, Mangos G. A prospective study of the impact of automated dipstick urinalysis on the diagnosis of preeclampsia. Hypertension in pregnancy. 2004;23(2):135–142.
  • 6. Stillman IE, Karumanchi SA. The glomerular injury of preeclampsia. Journal of the American Society of Nephrology. 2007;18(8):2281–2284.
  • 7. Hecht JL, Ordi J, Carrilho C, Ismail MR, Zsengeller ZK, Karumanchi SA, et al. The pathology of eclampsia: an autopsy series. Hypertension in pregnancy. 2017;36(3):259–268.
  • 8. Huppertz B. Placental origins of preeclampsia: challenging the current hypothesis. Hypertension. 2008;51(4):970–975.
  • 9. Dekker GA, Sibai BM. Etiology and pathogenesis of preeclampsia: current concepts. American journal of obstetrics and gynecology. 1998;179(5):1359–1375.
  • 10. Maynard SE, Karumanchi SA. Angiogenic factors and preeclampsia. Elsevier;2011:33–46.
  • 11. Young BC, Levine RJ, Karumanchi SA. Pathogenesis of preeclampsia. Annual Review of Pathology: Mechanisms of Disease. 2010;5(1):173–192.
  • 12. Stewart PA. Modern quantitative acid-base chemistry. Can J Physiol Pharmacol. Dec. 1983;61(12):1444–61.
  • 13. Kilic O, Gultekin Y, Yazici S. The impact of intravenous f luid therapy on acid-base status of critically ill adults: a Stewart approach-based perspective. International Journal of Nephrology and Renovascular Disease. 2020:219–230.
  • 14. Aristizábal-Salazar RE, Calvo-Torres LF, Valencia-Arango LA, Montoya-Cañon M, Barbosa-Gantiva O, Hincapié-Baena V. Acid-base equilibrium: The best clinical approach. Colombian Journal of Anesthesiology. 2015/07/01/. 2015;43(3):219–224.
  • 15. Ortner C, Combrinck B, Allie S, Story D, Landau R, Cain K, et al. Strong ion and weak acid analysis in severe preeclampsia: potential clinical significance. British journal of anaesthesia. 2015;115(2):275–284.
  • 16. Faul F, Erdfelder E, Buchner A, Lang A-G. Statistical power analyses using G* Power 3. 1: Tests for correlation and regression analyses. Behavior research methods. 2009;41(4):1149–1160.
  • 17. Bernstein PS, Martin Jr JN, Barton JR, Shields LE, Druzin ML, Scavone BM, et al. National partnership for maternal safety: consensus bundle on severe hypertension during pregnancy and the postpartum period. Obstetrics & Gynecology. 2017;130(2):347–357.
  • 18. Sperling JD, Dahlke JD, Huber WJ, Sibai BM. The role of headache in the classification and management of hypertensive disorders in pregnancy. Obstetrics & Gynecology. 2015;126(2):297–302.
  • 19. Ives CW, Sinkey R, Rajapreyar I, Tita ATN, Oparil S. Preeclampsia—Pathophysiology and Clinical Presentations: JACC State-of-the-Art Review. Journal of the American College of Cardiology. 2020/10/06/. 2020;76(14):1690–1702.
  • 20. Thangaratinam S, Gallos ID, Meah N, USMAN SA, Ismail KM, Khan KS, et al. How accurate are maternal symptoms in predicting impending complications in women with preeclampsia? A systematic review and meta‐analysis. Acta obstetricia et gynecologica Scandinavica. 2011;90(6):564–573.
  • 21. Barton JR, Riely CA, Adamec TA, Shanklin DR, Khoury AD, Sibai BM. Hepatic histopathologic condition does not correlate with laboratory abnormalities in HELLP syndrome (hemolysis, elevated liver enzymes, and low platelet count) . American journal of obstetrics and gynecology. 1992;167(6):1538–1543.
  • 22. Fadel HE, Northrop G, Misenhimer HR, Harp RJ. Acid base balance in pre-eclamptic, hypertensive and diabetic pregnancies. Maternal blood and amniotic fluid studies. 1979;
  • 23. Matsumoto LC, Kirz DS, Shott S, Leak B. Anion gap determination in preeclampsia. Obstetrics & Gynecology. 1998;91(3):379–382.
  • 24. Wheeler T, Graves C, Troiano N, Reed G. Base deficit and oxygen transport in severe preeclampsia. Obstetrics & Gynecology. 1996;87(3):375–379.
  • 25. Kashyap MK, Saxena SV, Khullar M, Sawhney H, Vasishta K. Role of anion gap and different electrolytes in hypertension during pregnancy (preeclampsia) . Molecular and cellular biochemistry. 2006;282:157–167.
  • 26. Bijapur MB, Kudligi NA, Asma S. Central venous blood gas analysis: an alternative to arterial blood gas analysis for pH, PCO2, bicarbonate, sodium, potassium and chloride in the intensive care unit patients. Indian Journal of Critical Care Medicine: Peer-reviewed, Official Publication of Indian Society of Critical Care Medicine. 2019;23(6):258.
  • 27. Menchine M, Probst MA, Agy C, Bach D, Arora S. Diagnostic accuracy of venous blood gas electrolytes for identifying diabetic ketoacidosis in the emergency department. Academic Emergency Medicine. 2011;18(10):1105–1108.
  • 28. Stewart PA. Modern quantitative acid-base chemistry. Canadian journal of physiology and pharmacology. 1983;61(12):14441461.
  • 29. Lush CW, Kvietys PR. Microvascular dysfunction in sepsis. Microcirculation. 2000;7(2):83–101.
  • 30. Gunnerson KJ, Srisawat N, Kellum JA. Is there a difference between the strong ion gap in healthy volunteers and intensive care unit patients? Journal of critical care. 2010;25(3):520–524

Year 2025, Volume: 15 Issue: EK-1, 16 - 24, 20.10.2025

Abstract

References

  • 1. Espinoza J, Vidaeff A, Pettker C, Simhan H. ACOG practice bulletin no. 202: gestational hypertension and preeclampsia. Obstet Gynecol. 2019;133(1):e1–25.
  • 2. Poon LC, Nguyen‐Hoang L, Smith GN, Bergman L, O’Brien P, Hod M, et al. Hypertensive disorders of pregnancy and long‐term cardiovascular health: FIGO best practice advice. International Journal of Gynecology & Obstetrics. 2023;160:22–34.
  • 3. Program NHBPE. Report of the national high blood pressure education program working group on high blood pressure in pregnancy. American journal of obstetrics and gynecology. 2000;183(1):s1-s22.
  • 4. Morris R, Riley R, Doug M, Deeks J, Kilby M. Diagnostic accuracy of spot urinary protein and albumin to creatinine ratios for detection of significant proteinuria or adverse pregnancy outcome in patients with suspected pre-eclampsia: systematic review and meta-analysis. Bmj. 2012;345.
  • 5. Phelan LK, Brown MA, Davis GK, Mangos G. A prospective study of the impact of automated dipstick urinalysis on the diagnosis of preeclampsia. Hypertension in pregnancy. 2004;23(2):135–142.
  • 6. Stillman IE, Karumanchi SA. The glomerular injury of preeclampsia. Journal of the American Society of Nephrology. 2007;18(8):2281–2284.
  • 7. Hecht JL, Ordi J, Carrilho C, Ismail MR, Zsengeller ZK, Karumanchi SA, et al. The pathology of eclampsia: an autopsy series. Hypertension in pregnancy. 2017;36(3):259–268.
  • 8. Huppertz B. Placental origins of preeclampsia: challenging the current hypothesis. Hypertension. 2008;51(4):970–975.
  • 9. Dekker GA, Sibai BM. Etiology and pathogenesis of preeclampsia: current concepts. American journal of obstetrics and gynecology. 1998;179(5):1359–1375.
  • 10. Maynard SE, Karumanchi SA. Angiogenic factors and preeclampsia. Elsevier;2011:33–46.
  • 11. Young BC, Levine RJ, Karumanchi SA. Pathogenesis of preeclampsia. Annual Review of Pathology: Mechanisms of Disease. 2010;5(1):173–192.
  • 12. Stewart PA. Modern quantitative acid-base chemistry. Can J Physiol Pharmacol. Dec. 1983;61(12):1444–61.
  • 13. Kilic O, Gultekin Y, Yazici S. The impact of intravenous f luid therapy on acid-base status of critically ill adults: a Stewart approach-based perspective. International Journal of Nephrology and Renovascular Disease. 2020:219–230.
  • 14. Aristizábal-Salazar RE, Calvo-Torres LF, Valencia-Arango LA, Montoya-Cañon M, Barbosa-Gantiva O, Hincapié-Baena V. Acid-base equilibrium: The best clinical approach. Colombian Journal of Anesthesiology. 2015/07/01/. 2015;43(3):219–224.
  • 15. Ortner C, Combrinck B, Allie S, Story D, Landau R, Cain K, et al. Strong ion and weak acid analysis in severe preeclampsia: potential clinical significance. British journal of anaesthesia. 2015;115(2):275–284.
  • 16. Faul F, Erdfelder E, Buchner A, Lang A-G. Statistical power analyses using G* Power 3. 1: Tests for correlation and regression analyses. Behavior research methods. 2009;41(4):1149–1160.
  • 17. Bernstein PS, Martin Jr JN, Barton JR, Shields LE, Druzin ML, Scavone BM, et al. National partnership for maternal safety: consensus bundle on severe hypertension during pregnancy and the postpartum period. Obstetrics & Gynecology. 2017;130(2):347–357.
  • 18. Sperling JD, Dahlke JD, Huber WJ, Sibai BM. The role of headache in the classification and management of hypertensive disorders in pregnancy. Obstetrics & Gynecology. 2015;126(2):297–302.
  • 19. Ives CW, Sinkey R, Rajapreyar I, Tita ATN, Oparil S. Preeclampsia—Pathophysiology and Clinical Presentations: JACC State-of-the-Art Review. Journal of the American College of Cardiology. 2020/10/06/. 2020;76(14):1690–1702.
  • 20. Thangaratinam S, Gallos ID, Meah N, USMAN SA, Ismail KM, Khan KS, et al. How accurate are maternal symptoms in predicting impending complications in women with preeclampsia? A systematic review and meta‐analysis. Acta obstetricia et gynecologica Scandinavica. 2011;90(6):564–573.
  • 21. Barton JR, Riely CA, Adamec TA, Shanklin DR, Khoury AD, Sibai BM. Hepatic histopathologic condition does not correlate with laboratory abnormalities in HELLP syndrome (hemolysis, elevated liver enzymes, and low platelet count) . American journal of obstetrics and gynecology. 1992;167(6):1538–1543.
  • 22. Fadel HE, Northrop G, Misenhimer HR, Harp RJ. Acid base balance in pre-eclamptic, hypertensive and diabetic pregnancies. Maternal blood and amniotic fluid studies. 1979;
  • 23. Matsumoto LC, Kirz DS, Shott S, Leak B. Anion gap determination in preeclampsia. Obstetrics & Gynecology. 1998;91(3):379–382.
  • 24. Wheeler T, Graves C, Troiano N, Reed G. Base deficit and oxygen transport in severe preeclampsia. Obstetrics & Gynecology. 1996;87(3):375–379.
  • 25. Kashyap MK, Saxena SV, Khullar M, Sawhney H, Vasishta K. Role of anion gap and different electrolytes in hypertension during pregnancy (preeclampsia) . Molecular and cellular biochemistry. 2006;282:157–167.
  • 26. Bijapur MB, Kudligi NA, Asma S. Central venous blood gas analysis: an alternative to arterial blood gas analysis for pH, PCO2, bicarbonate, sodium, potassium and chloride in the intensive care unit patients. Indian Journal of Critical Care Medicine: Peer-reviewed, Official Publication of Indian Society of Critical Care Medicine. 2019;23(6):258.
  • 27. Menchine M, Probst MA, Agy C, Bach D, Arora S. Diagnostic accuracy of venous blood gas electrolytes for identifying diabetic ketoacidosis in the emergency department. Academic Emergency Medicine. 2011;18(10):1105–1108.
  • 28. Stewart PA. Modern quantitative acid-base chemistry. Canadian journal of physiology and pharmacology. 1983;61(12):14441461.
  • 29. Lush CW, Kvietys PR. Microvascular dysfunction in sepsis. Microcirculation. 2000;7(2):83–101.
  • 30. Gunnerson KJ, Srisawat N, Kellum JA. Is there a difference between the strong ion gap in healthy volunteers and intensive care unit patients? Journal of critical care. 2010;25(3):520–524
There are 30 citations in total.

Details

Primary Language English
Subjects Surgery (Other)
Journal Section Research Article
Authors

Ali Selçuk Yeniocak

Tuğçe Yeniocak This is me

Tuğçe Arslanoğlu

Can Tercan

Emrah Dağdeviren

İpek Emine Geyikoğlu This is me

Onur Arabacıoğlu

Ayşenur Çalış Özbayram This is me

Havva Betül Bacak

Enes Serhat Coşkun

Publication Date October 20, 2025
Submission Date March 28, 2025
Acceptance Date June 1, 2025
Published in Issue Year 2025 Volume: 15 Issue: EK-1

Cite

APA Yeniocak, A. S., Yeniocak, T., Arslanoğlu, T., … Tercan, C. (2025). Strong Ion Difference: A Promising Biomarker for Differential Diagnosis of Hypertensive Disorders in Pregnancy. Kafkas Journal of Medical Sciences, 15(EK-1), 16-24.
AMA Yeniocak AS, Yeniocak T, Arslanoğlu T, et al. Strong Ion Difference: A Promising Biomarker for Differential Diagnosis of Hypertensive Disorders in Pregnancy. Kafkas Journal of Medical Sciences. October 2025;15(EK-1):16-24.
Chicago Yeniocak, Ali Selçuk, Tuğçe Yeniocak, Tuğçe Arslanoğlu, Can Tercan, Emrah Dağdeviren, İpek Emine Geyikoğlu, Onur Arabacıoğlu, Ayşenur Çalış Özbayram, Havva Betül Bacak, and Enes Serhat Coşkun. “Strong Ion Difference: A Promising Biomarker for Differential Diagnosis of Hypertensive Disorders in Pregnancy”. Kafkas Journal of Medical Sciences 15, no. EK-1 (October 2025): 16-24.
EndNote Yeniocak AS, Yeniocak T, Arslanoğlu T, Tercan C, Dağdeviren E, Geyikoğlu İE, Arabacıoğlu O, Çalış Özbayram A, Bacak HB, Coşkun ES (October 1, 2025) Strong Ion Difference: A Promising Biomarker for Differential Diagnosis of Hypertensive Disorders in Pregnancy. Kafkas Journal of Medical Sciences 15 EK-1 16–24.
IEEE A. S. Yeniocak et al., “Strong Ion Difference: A Promising Biomarker for Differential Diagnosis of Hypertensive Disorders in Pregnancy”, Kafkas Journal of Medical Sciences, vol. 15, no. EK-1, pp. 16–24, 2025.
ISNAD Yeniocak, Ali Selçuk et al. “Strong Ion Difference: A Promising Biomarker for Differential Diagnosis of Hypertensive Disorders in Pregnancy”. Kafkas Journal of Medical Sciences 15/EK-1 (October2025), 16-24.
JAMA Yeniocak AS, Yeniocak T, Arslanoğlu T, Tercan C, Dağdeviren E, Geyikoğlu İE, Arabacıoğlu O, Çalış Özbayram A, Bacak HB, Coşkun ES. Strong Ion Difference: A Promising Biomarker for Differential Diagnosis of Hypertensive Disorders in Pregnancy. Kafkas Journal of Medical Sciences. 2025;15:16–24.
MLA Yeniocak, Ali Selçuk et al. “Strong Ion Difference: A Promising Biomarker for Differential Diagnosis of Hypertensive Disorders in Pregnancy”. Kafkas Journal of Medical Sciences, vol. 15, no. EK-1, 2025, pp. 16-24.
Vancouver Yeniocak AS, Yeniocak T, Arslanoğlu T, Tercan C, Dağdeviren E, Geyikoğlu İE, et al. Strong Ion Difference: A Promising Biomarker for Differential Diagnosis of Hypertensive Disorders in Pregnancy. Kafkas Journal of Medical Sciences. 2025;15(EK-1):16-24.