Factors Affecting Mortality in Critical Patients Admitted to Intensive Care Unit Due to Coronavirus Disease 2019
Clinical Characteristics and Laboratory Values Affecting Mortality in Critical Coronavirus Disease 2019 Patients Followed in the Intensive Care Unit
Gazi Yasargil Training and Research Hospital, located in Diyarbakır province in southeastern Turkey, was designed as a pandemic hospital from the beginning of the coronavirus disease-2019 (COVID-19) outbreak. The first cases in this region were seen on March 22, 2020. In this study, it is aimed to retrospectively examine critical patients admitted to the intensive care unit (ICU) due to COVID-19 from the first onset of cases until September 01, 2020 and to examine the factors affecting mortality. The necessary permits for the study were obtained from the Scientific Research Platform of the T.R. Ministry of Health and the Ethics Committee of the Gazi Yasargil educational and Research Hospital in Diyarbakır. (No: 550, 11.09.2020) Patients diagnosed with COVID-19 on the specified dates, followed in the ICU, older than 18 years, identified as critical/serious according to the World Health Organization and provisional guidelines of the Scientific Board of the T.R. Ministry of Health will be included in the study.
ICU patients without COVID-19; COVID-19 patients under 18 years of age; COVID-19 patients with mild to moderate symptoms, no respiratory distress, no signs of common pneumonia on lung radiography or tomography will be excluded from the study.
Patients' age, gender, comorbidity, Acute Physiology and Chronic Health Evaluation II (APACHE II), Sequential Organ Failure Assessment (SOFA) and Kidney Disease: Improving Global Outcomes (KDIGO) scores when first admitted to the ICU, hemogram parameters (white blood cell count, neutrophil, lymphocyte, neutrophil / lymphocyte ratio, hemoglobin, hematocrit, platelet count), blood gas information (pH, Partial oxygen pressure-PO2, Partial pressure of carbon dioxide-PCO2, bicarbonate-HCO3, lactate), coagulation parameters (prothrombin time and D-dimer, blood biochemistry results (C-reactive protein, lactate dehydrogenase, creatine kinase , urea, creatinine, alanine aminotransferase, aspartate aminotransferase, total bilirubin, direct bilirubin and indirect bilirubin), procalcitonin and ferritin levels will be recorded. In addition, the number of days spent in the ICU and whether mortality develops or not will be recorded.
Patients will be divided into two groups according to their clinical results as those without mortality during ICU follow-up (Group S) and those with mortality (Group NS). The clinical characteristics of both groups, APACHE II, SOFA, KDIGO scores and laboratory results at the first admission to the ICU will be compared. With the diagnosis of COVID-19, factors affecting mortality in critical patients in the ICU will be tried to be determined.
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Study Type
Study Type
Enrollment (Actual)
Enrollment
Contacts and Locations
Study Locations
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Diyarbakır, Turkey (Türkiye)
- Diyarbakır Gazi Yaşargil Training and Research Hospital
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Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Sampling Method
Study Population
Description
Inclusion Criteria:
- During the period between 22.03.2020 and 01.09.2020, critical patients over the age of 18 who were admitted to the ICU of Diyarbakır Gazi Yasargil Educational and Research Hospital due to COVID-19 will be included in the study.
Exclusion Criteria:
- ICU patients without COVID-19
- COVID-19 patients under 18 years of age
- COVID-19 patients with mild to moderate symptoms, no respiratory distress, no signs of common pneumonia on lung radiography or tomography
Study Plan
How is the study designed?
Design Details
Number of groups / cohorts
Cohorts and Interventions
Group / CohortGroup / Cohort |
Intervention / TreatmentIntervention / Treatment |
|---|---|
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Grup S (Survivors)
Survivors in ICU follow-up
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Patients' age, gender, comorbidity, APACHE II, SOFA and KDIGO scores when first admitted to the ICU, performing hemogram (WBC, neutrophil, lymphocyte, neutrophil / lymphocyte ratio, hemoglobin, hematocrit, platelet count), blood gas information (pH, PO2, PCO2, HCO3, lactate), coagulation parameters PTZ and D-dimer, blood biochemistry results (CRP, LDH, CK, urea, creatinine, ALT, AST, total bilirubin, direct bilirubin and indirect bilirubin), procalcitonin and ferritin levels will be recorded.
In addition, the number of days spent in the ICU and whether mortality develops or not will be recorded.
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Grup NS (Nonsurvivors)
Patients who died in ICU follow-up
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Patients' age, gender, comorbidity, APACHE II, SOFA and KDIGO scores when first admitted to the ICU, performing hemogram (WBC, neutrophil, lymphocyte, neutrophil / lymphocyte ratio, hemoglobin, hematocrit, platelet count), blood gas information (pH, PO2, PCO2, HCO3, lactate), coagulation parameters PTZ and D-dimer, blood biochemistry results (CRP, LDH, CK, urea, creatinine, ALT, AST, total bilirubin, direct bilirubin and indirect bilirubin), procalcitonin and ferritin levels will be recorded.
In addition, the number of days spent in the ICU and whether mortality develops or not will be recorded.
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What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
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Acute Physiology and Chronic Health Evaluation II Score
Time Frame: APACHE II score on the first admission of ICU
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The score can help in the assessment of patients to determine the level & degree of diagnostic & therapeutic intervention. Interpretation of APACHE II: minimum 0 and maximum 71; increasing score is associated with an increasing risk of hospital death. |
APACHE II score on the first admission of ICU
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Sequential Organ Failure Assessment Score
Time Frame: SOFA score on the first admission of ICU
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The Sequential Organ Failure Assessment (SOFA) score is a scoring system that assesses the performance of several organ systems in the body (neurologic, blood, liver, kidney, and blood pressure/hemodynamics) and assigns a score based on the data obtained in each category.
The SOFA score is made of 6 variables, each representing an organ system.
Each organ system is assigned a point value from 0 (normal) to 4 (high degree of dysfunction/failure). Score ranges from 0 (best) to 24 (worst) points.
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SOFA score on the first admission of ICU
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Kidney Disease: Improving Global Outcomes Scores
Time Frame: When the patients were admitted to ICU for the first time.
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It is a system used to determine the severity of kidney failure.
It is a classification consisting of four stages: 0-1-2-3.
It indicates that the level of failure worsens as the stage increases.
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When the patients were admitted to ICU for the first time.
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White Blood Cell
Time Frame: At ICU admission
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White blood cell count was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission
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Neutrophil
Time Frame: When the patients were admitted to ICU for the first time
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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When the patients were admitted to ICU for the first time
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Lymphocyte
Time Frame: When the patients were admitted to ICU for the first time
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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When the patients were admitted to ICU for the first time
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Neutrophil Lymphocyte Ratio
Time Frame: the first admission to ICU
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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the first admission to ICU
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Comorbidities
Time Frame: When the patients were admitted to ICU for the first time
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The presence of this comorbidity was determined based on medical history documented in medical records at ICU admission.
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When the patients were admitted to ICU for the first time
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Diabetes
Time Frame: When the patients were admitted to ICU for the first time
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The presence of this comorbidity was determined based on medical history documented in medical records at ICU admission.
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When the patients were admitted to ICU for the first time
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Hypertension
Time Frame: When the patients were admitted to ICU for the first time
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The presence of this comorbidity was determined based on medical history documented in medical records at ICU admission.
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When the patients were admitted to ICU for the first time
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Chronic Obstructive Pulmonary Disease
Time Frame: When the patients were admitted to ICU for the first time
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The presence of this comorbidity was determined based on medical history documented in medical records at ICU admission.
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When the patients were admitted to ICU for the first time
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Chronic Kidney Disease
Time Frame: When the patients were admitted to ICU for the first time
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The presence of this comorbidity was determined based on medical history documented in medical records at ICU admission.
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When the patients were admitted to ICU for the first time
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|
Cardiovascular Disease
Time Frame: When the patients were admitted to ICU for the first time
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The presence of this comorbidity was determined based on medical history documented in medical records at ICU admission.
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When the patients were admitted to ICU for the first time
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|
Hemoglobin
Time Frame: At ICU admission (first laboratory measurement after ICU admission)
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission (first laboratory measurement after ICU admission)
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Hematocrit
Time Frame: At ICU admission (first laboratory measurement after ICU admission)
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission (first laboratory measurement after ICU admission)
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Platelet
Time Frame: At ICU admission (first laboratory measurement after ICU admission)
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission (first laboratory measurement after ICU admission)
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Prothrombin Time
Time Frame: At ICU admission (first laboratory measurement after ICU admission)
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission (first laboratory measurement after ICU admission)
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D-dimer
Time Frame: At ICU admission (first laboratory measurement after ICU admission)
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission (first laboratory measurement after ICU admission)
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Blood Gas Analysis-pH
Time Frame: At ICU admission (first laboratory measurement after ICU admission)
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission (first laboratory measurement after ICU admission)
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Partial Oxygen Pressure
Time Frame: At ICU admission (first laboratory measurement after ICU admission)
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission (first laboratory measurement after ICU admission)
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Partial Pressure of Carbon Dioxide
Time Frame: At ICU admission (first laboratory measurement after ICU admission)
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission (first laboratory measurement after ICU admission)
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Bicarbonate
Time Frame: At ICU admission (first laboratory measurement after ICU admission)
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission (first laboratory measurement after ICU admission)
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Lactate
Time Frame: At ICU admission (first laboratory measurement after ICU admission)
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission (first laboratory measurement after ICU admission)
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Lactate Dehydrogenase
Time Frame: At ICU admission (first laboratory measurement after ICU admission)
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission (first laboratory measurement after ICU admission)
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Creatine Kinase
Time Frame: At ICU admission (first laboratory measurement after ICU admission)
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission (first laboratory measurement after ICU admission)
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C-reactive Protein
Time Frame: At ICU admission (first laboratory measurement after ICU admission)
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission (first laboratory measurement after ICU admission)
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Blood Urea Nitrogen
Time Frame: At ICU admission (first laboratory measurement after ICU admission)
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission (first laboratory measurement after ICU admission)
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Creatinine
Time Frame: At ICU admission (first laboratory measurement after ICU admission)
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission (first laboratory measurement after ICU admission)
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Alanine Aminotransferase
Time Frame: At ICU admission (first laboratory measurement after ICU admission)
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission (first laboratory measurement after ICU admission)
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Aspartate Aminotransferase
Time Frame: At ICU admission (first laboratory measurement after ICU admission)
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission (first laboratory measurement after ICU admission)
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Total Bilirubin
Time Frame: At ICU admission (first laboratory measurement after ICU admission)
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission (first laboratory measurement after ICU admission)
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Direct Bilirubin
Time Frame: At ICU admission (first laboratory measurement after ICU admission)
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission (first laboratory measurement after ICU admission)
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Indirect Bilirubin
Time Frame: At ICU admission (first laboratory measurement after ICU admission)
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission (first laboratory measurement after ICU admission)
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Procalcitonin
Time Frame: At ICU admission (first laboratory measurement after ICU admission)
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission (first laboratory measurement after ICU admission)
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Ferritin
Time Frame: At ICU admission (first laboratory measurement after ICU admission)
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This parameter was measured using routinely collected laboratory data obtained from medical records at ICU admission.
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At ICU admission (first laboratory measurement after ICU admission)
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Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
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Length of Stay in the Intensive Care Unit
Time Frame: Three months
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ICU length of stay was measured as the total number of days from ICU admission to ICU discharge or death, based on information recorded in medical records.
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Three months
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Collaborators and Investigators
Sponsor
Sponsor
Publications and helpful links
General Publications
- Mehraeen E, Karimi A, Barzegary A, Vahedi F, Afsahi AM, Dadras O, Moradmand-Badie B, Seyed Alinaghi SA, Jahanfar S. Predictors of mortality in patients with COVID-19-a systematic review. Eur J Integr Med. 2020 Dec;40:101226. doi: 10.1016/j.eujim.2020.101226. Epub 2020 Oct 17.
- Luo M, Cao S, Wei L, Zhao X, Gao F, Li S, Meng L, Wang Y. Intubation, mortality, and risk factors in critically ill Covid-19 patients: A pilot study. J Clin Anesth. 2020 Dec;67:110039. doi: 10.1016/j.jclinane.2020.110039. Epub 2020 Sep 7. No abstract available.
- Linli Z, Chen Y, Tian G, Guo S, Fei Y. Identifying and quantifying robust risk factors for mortality in critically ill patients with COVID-19 using quantile regression. Am J Emerg Med. 2021 Jul;45:345-351. doi: 10.1016/j.ajem.2020.08.090. Epub 2020 Sep 3.
Study record dates
Study Major Dates
Study Start (Actual)
Study Start
Primary Completion (Actual)
Primary Completion
Study Completion (Actual)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Actual)
First Posted
Study Record Updates
Last Update Posted (Estimated)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Additional Relevant MeSH Terms
Other Study ID Numbers
Other Study ID Numbers
- September 11, 2020: 550
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
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