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Predictive Performance of Admission Hematological Parameters for Adverse Clinical Outcomes in Acute Cholangitis

Year 2025, Volume: 78 Issue: 3, 187 - 197, 30.09.2025

Abstract

Objectives: This study aimed to evaluate the prognostic performance of hematological parameters, including red cell distribution width (RDW) and neutrophil-to-lymphocyte ratio (NLR), in patients with acute cholangitis (AC).
Materials and Methods: In this prospective study, 202 patients diagnosed with AC between December 2023 and August 2024 were included. The predictive performance of admission hematological parameters for clinical outcomes, including in-hospital mortality, bacteremia, need for inotropic support, prolonged hospital stay, intensive care unit (ICU) admission, and prolonged ICU stay, was assessed and compared.
Results: Among the 202 patients, 16 (7.9%) died during hospitalization. Multivariate regression analysis identified RDW as an independent risk factor for in-hospital mortality (odds ratio [OR]: 2.25, 95% confidence interval [CI]: 1.48–3.42, p<0.001). For the composite outcome, both NLR (OR: 1.04, 95% CI: 1.01–1.07, p=0.009) and RDW (OR: 1.61, 95% CI: 1.26–2.10, p<0.001) were independent risk factors. Receiver operating characteristic (ROC) analysis showed that RDW had the highest predictive accuracy for both in-hospital mortality (AUC [95% CI]: 0.826 [0.711–0.941]) and the composite outcome (AUC [95% CI]: 0.761 [0.681–0.842]) At a cut-off value of 15.6, RDW yielded a sensitivity of 75% and specificity of 88.2% for predicting in-hospital mortality. Patients with RDW >15.6 had a 21.3-fold higher risk of in-hospital mortality compared to those with lower RDW values (OR: 21.3, 95% CI: 6.3-71.5).
Conclusion: RDW demonstrated the strongest prognostic value among hematological parameters and may serve as a practical and reliable marker for early risk stratification in patients with AC.

References

  • Hanau LH, Steigbigel NH. Acute (ascending) cholangitis. Infect Dis Clin North Am. 2000;14(3):521-46.
  • Mosler P. Diagnosis and management of acute cholangitis. Curr Gastroenterol Rep. 2011;13(2):166-72.
  • Okamoto K, Suzuki K, Takada T, et al. Tokyo Guidelines 2018: flowchart for the management of acute cholecystitis. J Hepatobiliary Pancreat Sci. 2018;25(1):55-72.
  • Chatterjee U, Butina M. Biomarkers of Infection and Inflammation. Clin Lab Sci. 2019;32(4):149-155.
  • Zhang HB, Chen J, Lan QF, et al. Diagnostic values of red cell distribution width, platelet distribution width and neutrophil‑lymphocyte count ratio for sepsis. Exp Ther Med. 2016;12(4):2215-2219.
  • Vo H, Truong-Thi N, Ho-Thi H, et al. The value of neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio, red cell distribution width, and their combination in predicting acute pancreatitis severity. Eur Rev Med Pharmacol Sci. 2023 Dec;27(23):11464-11471.
  • Hu Z-D, Lippi G, Montagnana M. Diagnostic and prognostic value of red blood cell distribution width in sepsis: a narrative review. Clini Biochem. 2020;77:1-6.
  • Wu Y-C, Chen H-H, Chao W-C. Association between red blood cell distribution width and 30-day mortality in critically ill septic patients: a propensity score-matched study. J Intensive Care. 2024;12(1):34.
  • Wong BPK, Lam RPK, Ip CYT, et al. Applying artificial neural network in predicting sepsis mortality in the emergency department based on clinical features and complete blood count parameters. Sci Rep. 2023;13(1):21463.
  • Li D, Sun J, Qi C, et al. Predicting severity of inpatient acute cholangitis: combined neutrophil-to-lymphocyte ratio and prognostic nutritional index. BMC Gastroenterol. 2024;24(1):468.
  • Kiriyama S, Kozaka K, Takada T, et al. Tokyo Guidelines 2018: diagnostic criteria and severity grading of acute cholangitis (with videos). J Hepatobiliary Pancreat Sci. 2018;25(1):17-30.
  • Fluss R, Faraggi D, Reiser B. Estimation of the Youden Index and its associated cutoff point. Biom J. 2005;47(4):458-72.
  • Ahmed M. Acute cholangitis-an update. World J Gastrointest Pathophysiol. 2018;9(1):1.
  • Sokal A, Sauvanet A, Fantin B, et al. Acute cholangitis: Diagnosis and management. J Visc Surg. 2019;156(6):515-25.
  • Yokoe M, Hata J, Takada T, et al. Tokyo Guidelines 2018: diagnostic criteria and severity grading of acute cholecystitis (with videos). J Hepatobiliary Pancreat Sci. 2018;25(1):41-54.
  • Fleming C, Russcher H, Lindemans J, et al. Clinical relevance and contemporary methods for counting blood cells in body fluids suspected of inflammatory disease. Clin Chem Lab Med. 2015;53(11):1689-706.
  • Agnello L, Giglio RV, Bivona G, et al. The value of a complete blood count (CBC) for sepsis diagnosis and prognosis. Diagnostics. 2021;11(10):1881.
  • Murayama KM. Acute Cholangitis Management: Prevention of Organ Failure and Death. JAMA Surg. 2016;151(11):1045.
  • Rosing DK, De Virgilio C, Nguyen AT, et al. Cholangitis: analysis of admission prognostic indicators and outcomes. Am Surg. 2007;73(10):949-54.
  • Schwed AC, Boggs MM, Pham X-BD, et al. Association of admission laboratory values and the timing of endoscopic retrograde cholangiopancreatography with clinical outcomes in acute cholangitis. JAMA Surg. 2016;151(11):1039-45.
  • Liba Z, Nohejlova H, Capek V, et al. Utility of chemokines CCL2, CXCL8, 10 and 13 and interleukin 6 in the pediatric cohort for the recognition of neuroinflammation and in the context of traditional cerebrospinal fluid neuroinflammatory biomarkers. PLoS One. 2019;14(7):e0219987.
  • Lavoignet C-E, Le Borgne P, Chabrier S, et al. White blood cell count and eosinopenia as valuable tools for the diagnosis of bacterial infections in the ED. Eur J Clin Microbiol Infect Dis. 2019;38(8):1523-32.
  • Germolec DR, Shipkowski KA, Frawley RP, et al. Markers of inflammation. Methods Mol Biol. 2018;1803:57-79.
  • Bedet A, Razazi K, Boissier F, et al. Mechanisms of thrombocytopenia during septic shock: a multiplex cluster analysis of endogenous sepsis mediators. Shock. 2018;49(6):641-8.
  • Iba T, Watanabe E, Umemura Y, et al. Sepsis-associated disseminated intravascular coagulation and its differential diagnoses. J Intensive Care. 2019;7:1-13.
  • Chen X, Wei F, Zhang D, et al. Platelet index on admission as a predictor of bacteremia in acute cholangitis: a 7-year retrospective observational study. Platelets. 2022;33(8):1279-86.
  • Salvagno GL, Sanchis-Gomar F, Picanza A, et al. Red blood cell distribution width: a simple parameter with multiple clinical applications. Crit Rev Clin Lab Sci. 2015;52(2):86-105.
  • Jelkmann W. Proinflammatory cytokines lowering erythropoietin production. J Interferon Cytokine Res. 1998;18(8):555-9.
  • Krongsut S, Na-Ek N, Khongthon N. Admission red blood cell distribution width as a prognostic biomarker of stroke-associated pneumonia and mortality in acute ischemic stroke patients treated with thrombolysis. J Stroke Cerebrovasc Dis. 2025;34(4):108254.
  • Tenekecioglu E, Yilmaz M, Yontar OC, et al. Red blood cell distribution width is associated with myocardial injury in non-ST-elevation acute coronary syndrome. Clinics (Sao Paulo). 2015;70(1):18-23.
  • Bath J, Smith JB, Kruse RL, et al. Neutrophil-lymphocyte ratio predicts disease severity and outcome after lower extremity procedures. J Vasc Surg. 2020;72(2):622-31.
  • Balta S, Kurtoglu E, Kucuk U, et al. Neutrophil–lymphocyte ratio as an important assessment tool. Expert review of cardiovascular therapy. 2014;12(5):537-8.
  • Huang Z, Fu Z, Huang W, et al. Prognostic value of neutrophil-to-lymphocyte ratio in sepsis: a meta-analysis. American J Emerg Med. 2020;38(3):641-7.
  • Wu H, Cao T, Ji T, et al. Predictive value of the neutrophil-to-lymphocyte ratio in the prognosis and risk of death for adult sepsis patients: a meta- analysis. Front Immunol. 2024;15:1336456.
  • Yeşil B, Çalişkan A, Koşar K, et al. Lymphocyte count and NLR as predictive value for the severity of acute cholangitis. Eur Rev Med Pharmacol Sci. 2023;27(18):8732-8739.
  • Lee S-H, Lee T-Y, Jeong J-H, et al. Clinical Significance of the Neutrophil– Lymphocyte Ratio as an Early Predictive Marker for Adverse Outcomes in Patients with Acute Cholangitis. Medicina. 2022;58(2):255.
  • Fuss J, Voloboyeva A, Bojko V, et al. Neutrophil to lymphocyte ratio in predicting complications and prognosis in patients with acute cholangitis. Pol Przegl Chir. 2023;96(2):1-5.

Akut Kolanjit Hastalarında Olumsuz Klinik Sonuçları Öngörmede Başvuru Hematolojik Parametrelerinin Tahmin Gücü

Year 2025, Volume: 78 Issue: 3, 187 - 197, 30.09.2025

Abstract

Amaç: Bu çalışma, akut kolanjit (AC) hastalarında eritrosit dağılım genişliği (RDW) ve nötrofil-lenfosit oranı (NLR) dahil olmak üzere hematolojik parametrelerin prognostik performansını değerlendirmeyi amaçlamıştır.
Gereç ve Yöntem: Bu prospektif çalışmaya, Aralık 2023 ile Ağustos 2024 tarihleri arasında AC tanısı almış 202 hasta dâhil edildi. Başvuru anındaki hematolojik parametrelerin, hastane içi mortalite, bakteriyemi, inotrop ihtiyacı, uzamış hastane yatışı, yoğun bakım (ICU) yatışı ve uzamış ICU yatışı gibi klinik sonuçları öngörme gücü değerlendirildi ve karşılaştırıldı.
Bulgular: Çalışmaya dâhil edilen 202 hastanın 16’sı (%7.9) hayatını kaybetti. Çok değişkenli regresyon analizinde RDW, hastane içi mortalite için bağımsız bir risk faktörü olarak bulundu (odds ratio [OR]: 2.25, %95 güven aralığı [GA]: 1.48–3.42, p<0.001). Kompozit sonlanım açısından hem NLR (OR: 1.04, %95 GA: 1.01–1.07, p=0.009) hem de RDW (OR: 1.61, %95 GA: 1.26–2.10, p<0.001) bağımsız risk faktörleri olarak bulundu. ROC analizinde, hematolojik parametreler arasında hastane içi mortaliteyi ve kompozit sonlanımı en iyi öngören parametrenin RDW olduğu belirlendi (sırasıyla, AUC [%95 GA]: 0.826 [0.711–0.941] ve AUC [%95 GA]: 0.761 [0.681–0.842]). 15.6 kesme değeri için RDW’nin mortalite için duyarlılığı %75, özgüllüğü ise %88.2 olarak hesaplandı. RDW >15.6 olan hastaların, diğer hastalara kıyasla 21.3 kat daha fazla hastane içi mortalite riski taşıdığı saptandı (OR: 21.3, %95 GA: 6.3–71.5).
Sonuç: RDW, hematolojik parametreler arasında en güçlü prognostik değeri göstermiştir ve AC hastalarında erken risk sınıflandırması için pratik ve güvenilir bir belirteç olarak hizmet edebilir.

References

  • Hanau LH, Steigbigel NH. Acute (ascending) cholangitis. Infect Dis Clin North Am. 2000;14(3):521-46.
  • Mosler P. Diagnosis and management of acute cholangitis. Curr Gastroenterol Rep. 2011;13(2):166-72.
  • Okamoto K, Suzuki K, Takada T, et al. Tokyo Guidelines 2018: flowchart for the management of acute cholecystitis. J Hepatobiliary Pancreat Sci. 2018;25(1):55-72.
  • Chatterjee U, Butina M. Biomarkers of Infection and Inflammation. Clin Lab Sci. 2019;32(4):149-155.
  • Zhang HB, Chen J, Lan QF, et al. Diagnostic values of red cell distribution width, platelet distribution width and neutrophil‑lymphocyte count ratio for sepsis. Exp Ther Med. 2016;12(4):2215-2219.
  • Vo H, Truong-Thi N, Ho-Thi H, et al. The value of neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio, red cell distribution width, and their combination in predicting acute pancreatitis severity. Eur Rev Med Pharmacol Sci. 2023 Dec;27(23):11464-11471.
  • Hu Z-D, Lippi G, Montagnana M. Diagnostic and prognostic value of red blood cell distribution width in sepsis: a narrative review. Clini Biochem. 2020;77:1-6.
  • Wu Y-C, Chen H-H, Chao W-C. Association between red blood cell distribution width and 30-day mortality in critically ill septic patients: a propensity score-matched study. J Intensive Care. 2024;12(1):34.
  • Wong BPK, Lam RPK, Ip CYT, et al. Applying artificial neural network in predicting sepsis mortality in the emergency department based on clinical features and complete blood count parameters. Sci Rep. 2023;13(1):21463.
  • Li D, Sun J, Qi C, et al. Predicting severity of inpatient acute cholangitis: combined neutrophil-to-lymphocyte ratio and prognostic nutritional index. BMC Gastroenterol. 2024;24(1):468.
  • Kiriyama S, Kozaka K, Takada T, et al. Tokyo Guidelines 2018: diagnostic criteria and severity grading of acute cholangitis (with videos). J Hepatobiliary Pancreat Sci. 2018;25(1):17-30.
  • Fluss R, Faraggi D, Reiser B. Estimation of the Youden Index and its associated cutoff point. Biom J. 2005;47(4):458-72.
  • Ahmed M. Acute cholangitis-an update. World J Gastrointest Pathophysiol. 2018;9(1):1.
  • Sokal A, Sauvanet A, Fantin B, et al. Acute cholangitis: Diagnosis and management. J Visc Surg. 2019;156(6):515-25.
  • Yokoe M, Hata J, Takada T, et al. Tokyo Guidelines 2018: diagnostic criteria and severity grading of acute cholecystitis (with videos). J Hepatobiliary Pancreat Sci. 2018;25(1):41-54.
  • Fleming C, Russcher H, Lindemans J, et al. Clinical relevance and contemporary methods for counting blood cells in body fluids suspected of inflammatory disease. Clin Chem Lab Med. 2015;53(11):1689-706.
  • Agnello L, Giglio RV, Bivona G, et al. The value of a complete blood count (CBC) for sepsis diagnosis and prognosis. Diagnostics. 2021;11(10):1881.
  • Murayama KM. Acute Cholangitis Management: Prevention of Organ Failure and Death. JAMA Surg. 2016;151(11):1045.
  • Rosing DK, De Virgilio C, Nguyen AT, et al. Cholangitis: analysis of admission prognostic indicators and outcomes. Am Surg. 2007;73(10):949-54.
  • Schwed AC, Boggs MM, Pham X-BD, et al. Association of admission laboratory values and the timing of endoscopic retrograde cholangiopancreatography with clinical outcomes in acute cholangitis. JAMA Surg. 2016;151(11):1039-45.
  • Liba Z, Nohejlova H, Capek V, et al. Utility of chemokines CCL2, CXCL8, 10 and 13 and interleukin 6 in the pediatric cohort for the recognition of neuroinflammation and in the context of traditional cerebrospinal fluid neuroinflammatory biomarkers. PLoS One. 2019;14(7):e0219987.
  • Lavoignet C-E, Le Borgne P, Chabrier S, et al. White blood cell count and eosinopenia as valuable tools for the diagnosis of bacterial infections in the ED. Eur J Clin Microbiol Infect Dis. 2019;38(8):1523-32.
  • Germolec DR, Shipkowski KA, Frawley RP, et al. Markers of inflammation. Methods Mol Biol. 2018;1803:57-79.
  • Bedet A, Razazi K, Boissier F, et al. Mechanisms of thrombocytopenia during septic shock: a multiplex cluster analysis of endogenous sepsis mediators. Shock. 2018;49(6):641-8.
  • Iba T, Watanabe E, Umemura Y, et al. Sepsis-associated disseminated intravascular coagulation and its differential diagnoses. J Intensive Care. 2019;7:1-13.
  • Chen X, Wei F, Zhang D, et al. Platelet index on admission as a predictor of bacteremia in acute cholangitis: a 7-year retrospective observational study. Platelets. 2022;33(8):1279-86.
  • Salvagno GL, Sanchis-Gomar F, Picanza A, et al. Red blood cell distribution width: a simple parameter with multiple clinical applications. Crit Rev Clin Lab Sci. 2015;52(2):86-105.
  • Jelkmann W. Proinflammatory cytokines lowering erythropoietin production. J Interferon Cytokine Res. 1998;18(8):555-9.
  • Krongsut S, Na-Ek N, Khongthon N. Admission red blood cell distribution width as a prognostic biomarker of stroke-associated pneumonia and mortality in acute ischemic stroke patients treated with thrombolysis. J Stroke Cerebrovasc Dis. 2025;34(4):108254.
  • Tenekecioglu E, Yilmaz M, Yontar OC, et al. Red blood cell distribution width is associated with myocardial injury in non-ST-elevation acute coronary syndrome. Clinics (Sao Paulo). 2015;70(1):18-23.
  • Bath J, Smith JB, Kruse RL, et al. Neutrophil-lymphocyte ratio predicts disease severity and outcome after lower extremity procedures. J Vasc Surg. 2020;72(2):622-31.
  • Balta S, Kurtoglu E, Kucuk U, et al. Neutrophil–lymphocyte ratio as an important assessment tool. Expert review of cardiovascular therapy. 2014;12(5):537-8.
  • Huang Z, Fu Z, Huang W, et al. Prognostic value of neutrophil-to-lymphocyte ratio in sepsis: a meta-analysis. American J Emerg Med. 2020;38(3):641-7.
  • Wu H, Cao T, Ji T, et al. Predictive value of the neutrophil-to-lymphocyte ratio in the prognosis and risk of death for adult sepsis patients: a meta- analysis. Front Immunol. 2024;15:1336456.
  • Yeşil B, Çalişkan A, Koşar K, et al. Lymphocyte count and NLR as predictive value for the severity of acute cholangitis. Eur Rev Med Pharmacol Sci. 2023;27(18):8732-8739.
  • Lee S-H, Lee T-Y, Jeong J-H, et al. Clinical Significance of the Neutrophil– Lymphocyte Ratio as an Early Predictive Marker for Adverse Outcomes in Patients with Acute Cholangitis. Medicina. 2022;58(2):255.
  • Fuss J, Voloboyeva A, Bojko V, et al. Neutrophil to lymphocyte ratio in predicting complications and prognosis in patients with acute cholangitis. Pol Przegl Chir. 2023;96(2):1-5.
There are 37 citations in total.

Details

Primary Language English
Subjects Gastroenterology and Hepatology
Journal Section Articles
Authors

Mustafa Çomoğlu 0000-0003-4977-9919

Emin Altıparmak 0000-0000-0000-0001

Hüseyin Çamlı This is me 0000-0000-0000-0000

İhsan Ateş 0000-0003-2858-6229

Publication Date September 30, 2025
Submission Date June 4, 2025
Acceptance Date August 5, 2025
Published in Issue Year 2025 Volume: 78 Issue: 3

Cite

APA Çomoğlu, M., Altıparmak, E., Çamlı, H., Ateş, İ. (2025). Predictive Performance of Admission Hematological Parameters for Adverse Clinical Outcomes in Acute Cholangitis. Ankara Üniversitesi Tıp Fakültesi Mecmuası, 78(3), 187-197. https://doi.org/10.65092/autfm.1714443
AMA Çomoğlu M, Altıparmak E, Çamlı H, Ateş İ. Predictive Performance of Admission Hematological Parameters for Adverse Clinical Outcomes in Acute Cholangitis. Ankara Üniversitesi Tıp Fakültesi Mecmuası. September 2025;78(3):187-197. doi:10.65092/autfm.1714443
Chicago Çomoğlu, Mustafa, Emin Altıparmak, Hüseyin Çamlı, and İhsan Ateş. “Predictive Performance of Admission Hematological Parameters for Adverse Clinical Outcomes in Acute Cholangitis”. Ankara Üniversitesi Tıp Fakültesi Mecmuası 78, no. 3 (September 2025): 187-97. https://doi.org/10.65092/autfm.1714443.
EndNote Çomoğlu M, Altıparmak E, Çamlı H, Ateş İ (September 1, 2025) Predictive Performance of Admission Hematological Parameters for Adverse Clinical Outcomes in Acute Cholangitis. Ankara Üniversitesi Tıp Fakültesi Mecmuası 78 3 187–197.
IEEE M. Çomoğlu, E. Altıparmak, H. Çamlı, and İ. Ateş, “Predictive Performance of Admission Hematological Parameters for Adverse Clinical Outcomes in Acute Cholangitis”, Ankara Üniversitesi Tıp Fakültesi Mecmuası, vol. 78, no. 3, pp. 187–197, 2025, doi: 10.65092/autfm.1714443.
ISNAD Çomoğlu, Mustafa et al. “Predictive Performance of Admission Hematological Parameters for Adverse Clinical Outcomes in Acute Cholangitis”. Ankara Üniversitesi Tıp Fakültesi Mecmuası 78/3 (September2025), 187-197. https://doi.org/10.65092/autfm.1714443.
JAMA Çomoğlu M, Altıparmak E, Çamlı H, Ateş İ. Predictive Performance of Admission Hematological Parameters for Adverse Clinical Outcomes in Acute Cholangitis. Ankara Üniversitesi Tıp Fakültesi Mecmuası. 2025;78:187–197.
MLA Çomoğlu, Mustafa et al. “Predictive Performance of Admission Hematological Parameters for Adverse Clinical Outcomes in Acute Cholangitis”. Ankara Üniversitesi Tıp Fakültesi Mecmuası, vol. 78, no. 3, 2025, pp. 187-9, doi:10.65092/autfm.1714443.
Vancouver Çomoğlu M, Altıparmak E, Çamlı H, Ateş İ. Predictive Performance of Admission Hematological Parameters for Adverse Clinical Outcomes in Acute Cholangitis. Ankara Üniversitesi Tıp Fakültesi Mecmuası. 2025;78(3):187-9.