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PREDICTIVE RELEVANCE OF DIFFERENT CLINICAL AND LABORATORY FINDINGS FOR HIGHER MORTALITY IN PATIENTS WITH COVID-19 IN A SINGLE CENTER COHORT: NEUTROPHIL/ LYMPHOCYTE RATIO, HIGH CRP, GGT AND CREATININE LEVELS ARE ASSOCIATED WITH HIGH MORTALITY

Year 2022, Volume: 85 Issue: 2, 139 - 146, 24.03.2022
https://doi.org/10.26650/IUITFD.896789

Abstract

Objective: Early detection of mortality risk is important in patients diagnosed with of coronavirus disease 2019 (COVID-19). Therefore, we aimed to evaluate the predictive value of different clinical and laboratory parameters in disease severity and mortality in patients with COVID-19. Materials and Methods: Patients admitted to hospital with a diagnosis of COVID-19 were evaluated retrospectively. The patients’ admission date, discharge date, intensive care transfer/ death date, contact history, smoking, symptoms at the time admission, vital markers at admission, and laboratory parameters were recorded. Results: The study included a total of 347 patients, of whom 168 (48.4%) were women. The mean age of the patients was 59.69±16.87 (14-97) years, while 40.9% (n=142) were aged over 65 years. Overall, 10.1% (n=35) of the patients required transfer to an intensive care unit and 8.4% (n=29) were deceased. When clinical parameters were evaluated at the time of admission, oxygen saturation was found to be lower in the group that died. (79.51±6.95) compared to the survivors (88.78±6.11) (p<0.001). Additionally, male gender (p=0.05), advanced age (p<0.001), positive PCR result (p=0.036), congestive heart failure (p=0.044), severe COVID-19 involvement on thorax CT (p<0.001), and presence of at least one comorbidity (p=0.003) were observed at a higher rate in the mortality group. In the multivariate analyses, increased values of the NLR (HR: 1.04, 95% CI: 1.00-1.08), creatinine (OR: 1.37, 95% CI: 1.13-1.66), CRP (=-0.18, OR: 0.98, 95% CI: 0.97-0.99), GGT (OR: 1.006, 95% CI: 1.001-1.012), age (OR: 5.67, 95% CI: 2.24-14.38), male gender (OR: 2.38, 95% CI: 0.98-5.75), and presence of any comorbidity (OR: 5.23, 95% CI: 2.08-13.13) were associated with mortality. Conclusions: Several clinical and laboratory parameters, such as advanced age, male gender, presence of any comorbidity, and NLR, GGT, CRP and creatinine levels at the time of admission can predict mortality in COVID-19 patients. These parameters obtained at the time of admission can contribute to the reduction of mortality through a closer clinical and laboratory follow-up in these patients.

Supporting Institution

Scientific Research Projects Coordination Unit of Istanbul University.

Project Number

37697

References

  • 1. Huang C, Wang Y, Li X, Ren L, Zhao J, Hu Y, et al. Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China. Lancet 2020;395(10223):497-506. [CrossRef]
  • 2. Zhu N, Zhang D, Wang W, Li X, Yang B, Song J, et al. A Novel Coronavirus from Patients with Pneumonia in China, 2019. N Engl J Med. 2020;382(8):727-33. [CrossRef]
  • 3. Chen N, Zhou M, Dong X, Qu J, Gong F, Han Y, et al. Epidemiological and clinical characteristics of 99 cases of 2019 novel coronavirus pneumonia in Wuhan, China: a descriptive study. Lancet 2020;395(10223):507-13. [CrossRef]
  • 4. Zhou F, Yu T, Du R, Fan G, Liu Y, Liu Z, et al. Clinical course and risk factors for mortality of adult inpatients with COVID-19 in Wuhan, China: a retrospective cohort study [published correction appears in Lancet. Lancet 2020;395(10229):1054- 62. [CrossRef]
  • 5. Pranata R, Huang I, Lim MA, Wahjoepramono EJ, July J. Impact of cerebrovascular and cardiovascular diseases on mortality and severity of COVID-19-systematic review, meta-analysis, and meta-regression. J Stroke Cerebrovasc Dis 2020;29(8):104949. [CrossRef]
  • 6. Ye W, Chen G, Li X, Lan X, Ji C, Hou M, et al. Dynamic changes of D-dimer and neutrophil-lymphocyte count ratio as prognostic biomarkers in COVID-19. Respir Res 2020;21(1):169. [CrossRef]
  • 7. Liu Y, Du X, Chen J, Jin Y, Peng L, Wang H, et al. Neutrophilto- lymphocyte ratio as an independent risk factor for mortality in hospitalized patients with COVID-19. J Infect. 2020;81(1):e6-12. [CrossRef]
  • 8. World Health Organization. Global surveillance for COVID-19 caused by human infection with COVID-19 virus: interim guidance, 20 March 2020. World Health Organization. https://apps.who.int/iris/handle/10665/331506
  • 9. Rodrigues JCL, Hare SS, Edey A, Devaraj A, Jacob J, Johnstone A, et al. An update on COVID-19 for the radiologist - A British society of Thoracic Imaging statement. Clin Radiol 2020;75(5):323-5. [CrossRef]
  • 10. Chen L, Yu J, He W, Chen L, Yuan G, Dong F, et al. Risk factors for death in 1859 subjects with COVID-19. Leukemia 2020;34(8):2173-83. [CrossRef]
  • 11. Liang W, Liang H, Ou L, Chen B, Chen A, Li C, et al. Development and Validation of a Clinical Risk Score to Predict the Occurrence of Critical Illness in Hospitalized Patients With COVID-19. JAMA Intern Med 2020;180(8):1081-9. [CrossRef]
  • 12. Zhou F, Yu T, Du R, Fan G, Liu Y, Liu Z, et al. Risk factors for severity and mortality in adult COVID-19 inpatients in Wuhan. J Allergy Clin Immunol 2020;146(1):110-8. [CrossRef]
  • 13. Grasselli G, Greco M, Zanella A, Albano G, Antonelli M, Bellani G, et al. Risk Factors Associated With Mortality Among Patients With COVID-19 in Intensive Care Units in Lombardy, Italy. JAMA Intern Med 2020;180(10):1345-55. [CrossRef]
  • 14. Durmus E, Kivrak T, Gerin F, Sunbul M, Sari I, Erdogan O. Neutrophil-to-Lymphocyte Ratio and Platelet-to- Lymphocyte Ratio are Predictors of Heart Failure. Arq Bras Cardiol 2015;105(6):606-13. [CrossRef]
  • 15. Dolan RD, McSorley ST, Horgan PG, Laird B, McMillan DC. The role of the systemic inflammatory response in predicting outcomes in patients with advanced inoperable cancer: Systematic review and meta-analysis. Crit Rev Oncol Hematol 2017;116:134-46. [CrossRef]
  • 16. Zhang F, Ren Y, Fu W, Wang Y, Qian J, Tao C, et al. Association between neutrophil to lymphocyte ratio and blood glucose level at admission in patients with spontaneous intracerebral hemorrhage. Sci Rep 2019;9(1):15623. [CrossRef]
  • 17. Deng Y, Fan X, Ran Y, Xu X, Lin L, Cui B, et al. Prognostic impact of neutrophil-to-lymphocyte ratio in cirrhosis: A propensity score matching analysis with a prespecified cutpoint. Liver Int 2019;39(11):2153-63. [CrossRef]
  • 18. Bartlett EK, Flynn JR, Panageas KS, Ferraro RA, Sta Cruz JM, Postow MA, et al. High neutrophil-to-lymphocyte ratio (NLR) is associated with treatment failure and death in patients who have melanoma treated with PD-1 inhibitor monotherapy. Cancer 2020;126(1):76-85. [CrossRef]
  • 19. Zhang HF, Ge YL, Wang HY, Zhang Q, Li WQ, Chen Y, et al. Neutrophil-to-Lymphocyte Ratio Improves the Accuracy and Sensitivity of Pneumonia Severity Index in Predicting 30-Day Mortality of CAP Patients. Clin Lab 2019;65(10). 10.7754/Clin.Lab.2019.190226. [CrossRef]
  • 20. Costa S, Bevilacqua D, Cassatella MA, Scapini P. Recent advances on the crosstalk between neutrophils and B or T lymphocytes. Immunology 2019;156(1):23-32. [CrossRef]
  • 21. Henry B, Cheruiyot I, Vikse J, Mutua V, Kipkorir V, Benoit J, et al. Lymphopenia and neutrophilia at admission predicts severity and mortality in patients with COVID-19: a metaanalysis. Acta Biomed 2020;91(3):e2020008.
  • 22. Li T, Lu H, Zhang W. Clinical observation and management of COVID-19 patients. Emerg Microbes Infect 2020;9(1):687- 90. [CrossRef]
  • 23. Luo M, Liu J, Jiang W, Yue S, Liu H, Wei S. IL-6 and CD8+ T cell counts combined are an early predictor of inhospital mortality of patients with COVID-19. JCI Insight 2020;5(13):e139024. [CrossRef]
  • 24. Diao B, Wang C, Tan Y, Chen X, Liu Y, Ning L, et al. Reduction and Functional Exhaustion of T Cells in Patients With Coronavirus Disease 2019 (COVID-19). Front Immunol 2020;11:827. [CrossRef]
  • 25. Xia X, Wen M, Zhan S, He J, Chen W, Nan Fang Yi et al. An increased neutrophil/lymphocyte ratio is an early warning signal of severe COVID-19. J South Med Univ 2020;40(3): 333-6.
  • 26. Huang I, Pranata R, Lim MA, Oehadian A, Alisjahbana B. C-reactive protein, procalcitonin, D-dimer, and ferritin in severe coronavirus disease-2019: a meta-analysis. Ther Adv Respir Dis 2020;14:1753466620937175. [CrossRef]
  • 27. Evlice O, Kuş F, Bektas M. Persistent Symptoms After Discharge of COVID-19 Patients. Infect Dis Clin Microbiol 2021;3(1):22-9. [CrossRef]
  • 28. Ali N, Hossain K. Liver injury in severe COVID-19 infection: current insights and challenges. Expert Rev Gastroenterol Hepatol 2020;14(10):879-84. [CrossRef]
  • 29. Klocperk A, Bloomfield M, Parackova Z, Zentsova I, Vrabcova P, Balko J, et al. Complex Immunometabolic Profiling Reveals the Activation of Cellular Immunity and Biliary Lesions in Patients with Severe COVID-19. J Clin Med 2020;9(9):3000. [CrossRef]
  • 30. Zhang Y, Zheng L, Liu L, Zhao M, Xiao J, Zhao Q. Liver impairment in COVID-19 patients: A retrospective analysis of 115 cases from a single centre in Wuhan city, China. Liver Int 2020;40(9):2095-103. [CrossRef]
  • 31. Grasselli G, Zangrillo A, Zanella A, Antonelli M, Cabrini L, Castelli A, et al. Baseline Characteristics and Outcomes of 1591 Patients Infected With SARS-CoV-2 Admitted to ICUs of the Lombardy Region, Italy. JAMA 2020;323(16):1574-81. [CrossRef]
  • 32. Shao T, Tong Y, Lu S, Jeyarajan AJ, Su F, Dai J, et al. γ-Glutamyltransferase Elevations Are Frequent in Patients With COVID-19: A Clinical Epidemiologic Study. Hepatol Commun 2020;4(12):1744-50. [CrossRef]
  • 33. Beyerstedt S, Casaro EB, Rangel ÉB. COVID-19: angiotensin-converting enzyme 2 (ACE2) expression and tissue susceptibility to SARS-CoV-2 infection. Eur J Clin Microbiol Infect Dis 2021;40(5):905-19. [CrossRef]
  • 34. Wu C, Chen X, Cai Y, Xia J, Zhou X, Xu S, et al. Risk Factors Associated With Acute Respiratory Distress Syndrome and Death in Patients With Coronavirus Disease 2019 Pneumonia in Wuhan, China. JAMA Intern Med 2020;180(7):934-43. [CrossRef]
  • 35. Ok F, Erdogan O, Durmus E, Carkci S, Canik A. Predictive values of blood urea nitrogen/creatinine ratio and other routine blood parameters on disease severity and survival of COVID-19 patients. J Med Virol 2021;93(2):786-93. [CrossRef]

COVID-19’DA KLİNİK VE LABORATUVAR BULGULARININ MORTALİTE GOSTERGESİ OLARAK DEĞERİ, TEK MERKEZ KOHORT ÇALIŞMASI, YÜKSEK NOTROFİL/LENFOSİT ORANI, CRP, GGT, KREATİNİN DEĞERLERİ VE ARTMIŞ MORTALİTE RİSKİ

Year 2022, Volume: 85 Issue: 2, 139 - 146, 24.03.2022
https://doi.org/10.26650/IUITFD.896789

Abstract

Amaç: Koronavirüs hastalığı 2019 (COVID-19) tanısı ile takip edilen hastalarda mortalite riskinin erken tespiti önemlidir. COVID-19’da farklı klinik ve laboratuvar parametrelerin hastalık şiddeti ve mortalite göstergesi olarak değerinin saptanması hedeflenmiştir. Gereç ve Yöntem: COVID-19 tanısı ile hastaneye yatırılan hastalar retrospektif olarak değerlendirilmiştir. Hastaların yatış tarihi, taburculuk tarihi, yoğun bakıma sevk ve ölüm tarihleri, başvuru sırasındaki semptomları, başvuru anındaki klinik ve laboratuvar parametreleri kaydedilmiştir. Bulgular: Çalışmaya 168’i (%48,4) kadın olmak üzere toplam 347 hasta dahil edildi. Hastaların yaş ortalaması 59,69±16,87 (14-97) %40,9’u (n=142) 65 yaşın üzerindeydi. Hastaların %10,1’i (n=35) yoğun bakım ünitesine transfer edildi ve %8.4’ü (n=29) öldü. Başvuru anındaki klinik paremetreler değerlendirildiğinde, oksijen saturasyonu ölen grupta (79,51±6,95) sağ kalanlara göre daha düşüktü (88,78±6,11) (p<0,001). Erkek cinsiyet (p=0,05), ileri yaş (p<0,001), pozitif PCR sonucu (p=0,036), şiddetli toraks BT tutulumu (p<0,001) ve en az bir komorbidite varlığı (p=0,003) mortalite grubunda daha fazlaydı. Çok değişkenli analizlerde artmış nötrofil/lenfosit oranı (HR: 1,04, %95 GA: 1,00-1,08), kreatinin (OR: 1,37, %95 CI: 1,13-1,66), CRP (=-0,18, OR: 0,98, 95) % GA: 0,97-0,99), GGT (OR: 1,006, %95 GA: 1,001-1,012), yaş (OR: 5,67, %95 GA: 2,24-14,38), erkek cinsiyet (OR: 2,38, %95 GA: 0,98 -5,75) ve komorbidite varlığı (OR: 5,23, %95 GA: 2,08-13,13) mortalite ile ilişkili bulundu. Sonuç: COVID-19’da ileri yaş, erkek cinsiyet, komorbidite varlığı ve başvuru anındaki artmış NLR, GGT, CRP ve kreatinin değerleri gibi çeşitli klinik ve laboratuvar parametreler mortaliteyi öngörmede yardımcı olabilir. Başvuru anında elde edilen bu parametrelerle belirlenen hastaların daha yakın klinik ve laboratuvar takibi mortalitenin azaltılmasına katkı sağlayacaktır.

Project Number

37697

References

  • 1. Huang C, Wang Y, Li X, Ren L, Zhao J, Hu Y, et al. Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China. Lancet 2020;395(10223):497-506. [CrossRef]
  • 2. Zhu N, Zhang D, Wang W, Li X, Yang B, Song J, et al. A Novel Coronavirus from Patients with Pneumonia in China, 2019. N Engl J Med. 2020;382(8):727-33. [CrossRef]
  • 3. Chen N, Zhou M, Dong X, Qu J, Gong F, Han Y, et al. Epidemiological and clinical characteristics of 99 cases of 2019 novel coronavirus pneumonia in Wuhan, China: a descriptive study. Lancet 2020;395(10223):507-13. [CrossRef]
  • 4. Zhou F, Yu T, Du R, Fan G, Liu Y, Liu Z, et al. Clinical course and risk factors for mortality of adult inpatients with COVID-19 in Wuhan, China: a retrospective cohort study [published correction appears in Lancet. Lancet 2020;395(10229):1054- 62. [CrossRef]
  • 5. Pranata R, Huang I, Lim MA, Wahjoepramono EJ, July J. Impact of cerebrovascular and cardiovascular diseases on mortality and severity of COVID-19-systematic review, meta-analysis, and meta-regression. J Stroke Cerebrovasc Dis 2020;29(8):104949. [CrossRef]
  • 6. Ye W, Chen G, Li X, Lan X, Ji C, Hou M, et al. Dynamic changes of D-dimer and neutrophil-lymphocyte count ratio as prognostic biomarkers in COVID-19. Respir Res 2020;21(1):169. [CrossRef]
  • 7. Liu Y, Du X, Chen J, Jin Y, Peng L, Wang H, et al. Neutrophilto- lymphocyte ratio as an independent risk factor for mortality in hospitalized patients with COVID-19. J Infect. 2020;81(1):e6-12. [CrossRef]
  • 8. World Health Organization. Global surveillance for COVID-19 caused by human infection with COVID-19 virus: interim guidance, 20 March 2020. World Health Organization. https://apps.who.int/iris/handle/10665/331506
  • 9. Rodrigues JCL, Hare SS, Edey A, Devaraj A, Jacob J, Johnstone A, et al. An update on COVID-19 for the radiologist - A British society of Thoracic Imaging statement. Clin Radiol 2020;75(5):323-5. [CrossRef]
  • 10. Chen L, Yu J, He W, Chen L, Yuan G, Dong F, et al. Risk factors for death in 1859 subjects with COVID-19. Leukemia 2020;34(8):2173-83. [CrossRef]
  • 11. Liang W, Liang H, Ou L, Chen B, Chen A, Li C, et al. Development and Validation of a Clinical Risk Score to Predict the Occurrence of Critical Illness in Hospitalized Patients With COVID-19. JAMA Intern Med 2020;180(8):1081-9. [CrossRef]
  • 12. Zhou F, Yu T, Du R, Fan G, Liu Y, Liu Z, et al. Risk factors for severity and mortality in adult COVID-19 inpatients in Wuhan. J Allergy Clin Immunol 2020;146(1):110-8. [CrossRef]
  • 13. Grasselli G, Greco M, Zanella A, Albano G, Antonelli M, Bellani G, et al. Risk Factors Associated With Mortality Among Patients With COVID-19 in Intensive Care Units in Lombardy, Italy. JAMA Intern Med 2020;180(10):1345-55. [CrossRef]
  • 14. Durmus E, Kivrak T, Gerin F, Sunbul M, Sari I, Erdogan O. Neutrophil-to-Lymphocyte Ratio and Platelet-to- Lymphocyte Ratio are Predictors of Heart Failure. Arq Bras Cardiol 2015;105(6):606-13. [CrossRef]
  • 15. Dolan RD, McSorley ST, Horgan PG, Laird B, McMillan DC. The role of the systemic inflammatory response in predicting outcomes in patients with advanced inoperable cancer: Systematic review and meta-analysis. Crit Rev Oncol Hematol 2017;116:134-46. [CrossRef]
  • 16. Zhang F, Ren Y, Fu W, Wang Y, Qian J, Tao C, et al. Association between neutrophil to lymphocyte ratio and blood glucose level at admission in patients with spontaneous intracerebral hemorrhage. Sci Rep 2019;9(1):15623. [CrossRef]
  • 17. Deng Y, Fan X, Ran Y, Xu X, Lin L, Cui B, et al. Prognostic impact of neutrophil-to-lymphocyte ratio in cirrhosis: A propensity score matching analysis with a prespecified cutpoint. Liver Int 2019;39(11):2153-63. [CrossRef]
  • 18. Bartlett EK, Flynn JR, Panageas KS, Ferraro RA, Sta Cruz JM, Postow MA, et al. High neutrophil-to-lymphocyte ratio (NLR) is associated with treatment failure and death in patients who have melanoma treated with PD-1 inhibitor monotherapy. Cancer 2020;126(1):76-85. [CrossRef]
  • 19. Zhang HF, Ge YL, Wang HY, Zhang Q, Li WQ, Chen Y, et al. Neutrophil-to-Lymphocyte Ratio Improves the Accuracy and Sensitivity of Pneumonia Severity Index in Predicting 30-Day Mortality of CAP Patients. Clin Lab 2019;65(10). 10.7754/Clin.Lab.2019.190226. [CrossRef]
  • 20. Costa S, Bevilacqua D, Cassatella MA, Scapini P. Recent advances on the crosstalk between neutrophils and B or T lymphocytes. Immunology 2019;156(1):23-32. [CrossRef]
  • 21. Henry B, Cheruiyot I, Vikse J, Mutua V, Kipkorir V, Benoit J, et al. Lymphopenia and neutrophilia at admission predicts severity and mortality in patients with COVID-19: a metaanalysis. Acta Biomed 2020;91(3):e2020008.
  • 22. Li T, Lu H, Zhang W. Clinical observation and management of COVID-19 patients. Emerg Microbes Infect 2020;9(1):687- 90. [CrossRef]
  • 23. Luo M, Liu J, Jiang W, Yue S, Liu H, Wei S. IL-6 and CD8+ T cell counts combined are an early predictor of inhospital mortality of patients with COVID-19. JCI Insight 2020;5(13):e139024. [CrossRef]
  • 24. Diao B, Wang C, Tan Y, Chen X, Liu Y, Ning L, et al. Reduction and Functional Exhaustion of T Cells in Patients With Coronavirus Disease 2019 (COVID-19). Front Immunol 2020;11:827. [CrossRef]
  • 25. Xia X, Wen M, Zhan S, He J, Chen W, Nan Fang Yi et al. An increased neutrophil/lymphocyte ratio is an early warning signal of severe COVID-19. J South Med Univ 2020;40(3): 333-6.
  • 26. Huang I, Pranata R, Lim MA, Oehadian A, Alisjahbana B. C-reactive protein, procalcitonin, D-dimer, and ferritin in severe coronavirus disease-2019: a meta-analysis. Ther Adv Respir Dis 2020;14:1753466620937175. [CrossRef]
  • 27. Evlice O, Kuş F, Bektas M. Persistent Symptoms After Discharge of COVID-19 Patients. Infect Dis Clin Microbiol 2021;3(1):22-9. [CrossRef]
  • 28. Ali N, Hossain K. Liver injury in severe COVID-19 infection: current insights and challenges. Expert Rev Gastroenterol Hepatol 2020;14(10):879-84. [CrossRef]
  • 29. Klocperk A, Bloomfield M, Parackova Z, Zentsova I, Vrabcova P, Balko J, et al. Complex Immunometabolic Profiling Reveals the Activation of Cellular Immunity and Biliary Lesions in Patients with Severe COVID-19. J Clin Med 2020;9(9):3000. [CrossRef]
  • 30. Zhang Y, Zheng L, Liu L, Zhao M, Xiao J, Zhao Q. Liver impairment in COVID-19 patients: A retrospective analysis of 115 cases from a single centre in Wuhan city, China. Liver Int 2020;40(9):2095-103. [CrossRef]
  • 31. Grasselli G, Zangrillo A, Zanella A, Antonelli M, Cabrini L, Castelli A, et al. Baseline Characteristics and Outcomes of 1591 Patients Infected With SARS-CoV-2 Admitted to ICUs of the Lombardy Region, Italy. JAMA 2020;323(16):1574-81. [CrossRef]
  • 32. Shao T, Tong Y, Lu S, Jeyarajan AJ, Su F, Dai J, et al. γ-Glutamyltransferase Elevations Are Frequent in Patients With COVID-19: A Clinical Epidemiologic Study. Hepatol Commun 2020;4(12):1744-50. [CrossRef]
  • 33. Beyerstedt S, Casaro EB, Rangel ÉB. COVID-19: angiotensin-converting enzyme 2 (ACE2) expression and tissue susceptibility to SARS-CoV-2 infection. Eur J Clin Microbiol Infect Dis 2021;40(5):905-19. [CrossRef]
  • 34. Wu C, Chen X, Cai Y, Xia J, Zhou X, Xu S, et al. Risk Factors Associated With Acute Respiratory Distress Syndrome and Death in Patients With Coronavirus Disease 2019 Pneumonia in Wuhan, China. JAMA Intern Med 2020;180(7):934-43. [CrossRef]
  • 35. Ok F, Erdogan O, Durmus E, Carkci S, Canik A. Predictive values of blood urea nitrogen/creatinine ratio and other routine blood parameters on disease severity and survival of COVID-19 patients. J Med Virol 2021;93(2):786-93. [CrossRef]
There are 35 citations in total.

Details

Primary Language English
Subjects Health Care Administration
Journal Section RESEARCH
Authors

Oğuz Evlice 0000-0001-6939-0367

Fatih Kuş This is me 0000-0003-1650-154X

Murat Bektaş This is me 0000-0002-1788-3837

Project Number 37697
Publication Date March 24, 2022
Submission Date April 22, 2021
Published in Issue Year 2022 Volume: 85 Issue: 2

Cite

APA Evlice, O., Kuş, F., & Bektaş, M. (2022). PREDICTIVE RELEVANCE OF DIFFERENT CLINICAL AND LABORATORY FINDINGS FOR HIGHER MORTALITY IN PATIENTS WITH COVID-19 IN A SINGLE CENTER COHORT: NEUTROPHIL/ LYMPHOCYTE RATIO, HIGH CRP, GGT AND CREATININE LEVELS ARE ASSOCIATED WITH HIGH MORTALITY. Journal of Istanbul Faculty of Medicine, 85(2), 139-146. https://doi.org/10.26650/IUITFD.896789
AMA Evlice O, Kuş F, Bektaş M. PREDICTIVE RELEVANCE OF DIFFERENT CLINICAL AND LABORATORY FINDINGS FOR HIGHER MORTALITY IN PATIENTS WITH COVID-19 IN A SINGLE CENTER COHORT: NEUTROPHIL/ LYMPHOCYTE RATIO, HIGH CRP, GGT AND CREATININE LEVELS ARE ASSOCIATED WITH HIGH MORTALITY. İst Tıp Fak Derg. March 2022;85(2):139-146. doi:10.26650/IUITFD.896789
Chicago Evlice, Oğuz, Fatih Kuş, and Murat Bektaş. “PREDICTIVE RELEVANCE OF DIFFERENT CLINICAL AND LABORATORY FINDINGS FOR HIGHER MORTALITY IN PATIENTS WITH COVID-19 IN A SINGLE CENTER COHORT: NEUTROPHIL/ LYMPHOCYTE RATIO, HIGH CRP, GGT AND CREATININE LEVELS ARE ASSOCIATED WITH HIGH MORTALITY”. Journal of Istanbul Faculty of Medicine 85, no. 2 (March 2022): 139-46. https://doi.org/10.26650/IUITFD.896789.
EndNote Evlice O, Kuş F, Bektaş M (March 1, 2022) PREDICTIVE RELEVANCE OF DIFFERENT CLINICAL AND LABORATORY FINDINGS FOR HIGHER MORTALITY IN PATIENTS WITH COVID-19 IN A SINGLE CENTER COHORT: NEUTROPHIL/ LYMPHOCYTE RATIO, HIGH CRP, GGT AND CREATININE LEVELS ARE ASSOCIATED WITH HIGH MORTALITY. Journal of Istanbul Faculty of Medicine 85 2 139–146.
IEEE O. Evlice, F. Kuş, and M. Bektaş, “PREDICTIVE RELEVANCE OF DIFFERENT CLINICAL AND LABORATORY FINDINGS FOR HIGHER MORTALITY IN PATIENTS WITH COVID-19 IN A SINGLE CENTER COHORT: NEUTROPHIL/ LYMPHOCYTE RATIO, HIGH CRP, GGT AND CREATININE LEVELS ARE ASSOCIATED WITH HIGH MORTALITY”, İst Tıp Fak Derg, vol. 85, no. 2, pp. 139–146, 2022, doi: 10.26650/IUITFD.896789.
ISNAD Evlice, Oğuz et al. “PREDICTIVE RELEVANCE OF DIFFERENT CLINICAL AND LABORATORY FINDINGS FOR HIGHER MORTALITY IN PATIENTS WITH COVID-19 IN A SINGLE CENTER COHORT: NEUTROPHIL/ LYMPHOCYTE RATIO, HIGH CRP, GGT AND CREATININE LEVELS ARE ASSOCIATED WITH HIGH MORTALITY”. Journal of Istanbul Faculty of Medicine 85/2 (March 2022), 139-146. https://doi.org/10.26650/IUITFD.896789.
JAMA Evlice O, Kuş F, Bektaş M. PREDICTIVE RELEVANCE OF DIFFERENT CLINICAL AND LABORATORY FINDINGS FOR HIGHER MORTALITY IN PATIENTS WITH COVID-19 IN A SINGLE CENTER COHORT: NEUTROPHIL/ LYMPHOCYTE RATIO, HIGH CRP, GGT AND CREATININE LEVELS ARE ASSOCIATED WITH HIGH MORTALITY. İst Tıp Fak Derg. 2022;85:139–146.
MLA Evlice, Oğuz et al. “PREDICTIVE RELEVANCE OF DIFFERENT CLINICAL AND LABORATORY FINDINGS FOR HIGHER MORTALITY IN PATIENTS WITH COVID-19 IN A SINGLE CENTER COHORT: NEUTROPHIL/ LYMPHOCYTE RATIO, HIGH CRP, GGT AND CREATININE LEVELS ARE ASSOCIATED WITH HIGH MORTALITY”. Journal of Istanbul Faculty of Medicine, vol. 85, no. 2, 2022, pp. 139-46, doi:10.26650/IUITFD.896789.
Vancouver Evlice O, Kuş F, Bektaş M. PREDICTIVE RELEVANCE OF DIFFERENT CLINICAL AND LABORATORY FINDINGS FOR HIGHER MORTALITY IN PATIENTS WITH COVID-19 IN A SINGLE CENTER COHORT: NEUTROPHIL/ LYMPHOCYTE RATIO, HIGH CRP, GGT AND CREATININE LEVELS ARE ASSOCIATED WITH HIGH MORTALITY. İst Tıp Fak Derg. 2022;85(2):139-46.

Contact information and address

Addressi: İ.Ü. İstanbul Tıp Fakültesi Dekanlığı, Turgut Özal Cad. 34093 Çapa, Fatih, İstanbul, TÜRKİYE

Email: itfdergisi@istanbul.edu.tr

Phone: +90 212 414 21 61