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Updated: Nov 18, 2025

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
[Clinical and laboratory characteristics of 215 cases of coronavirus disease 2019 with different prognosis]
Mingchao Zhu1, Ya Zhu2, Feibo Guo1
1Department of Clinical Laboratory, the First People's Hospital of Tianmen, Tianmen 431700, Hubei, China.
Insights
This study analyzed clinical and laboratory data from 215 COVID-19 patients. Key findings indicate that elevated white blood cell counts, neutrophils, C-reactive protein, and procalcitonin are associated with poorer prognosis in COVID-19 patients.
Area of Science:
- Clinical Medicine
- Infectious Diseases
- Laboratory Diagnostics
Background:
- Coronavirus disease 2019 (COVID-19) is a global health concern.
- Understanding clinical and laboratory markers is crucial for managing COVID-19 patients.
- Prognostic indicators can aid in early intervention and treatment strategies.
Purpose of the Study:
- To analyze clinical and laboratory characteristics of COVID-19 patients with varying prognoses.
- To identify potential risk factors affecting COVID-19 patient outcomes.
- To provide evidence supporting the diagnosis and treatment of COVID-19.
Main Methods:
- Retrospective analysis of 215 confirmed COVID-19 patients.
- Evaluation of clinical data, blood cell counts, inflammatory markers (CRP, PCT), liver/cardiac/renal function, coagulation, electrolytes, and chest CT scans.
- Comparison with 55 patients diagnosed with other viral pneumonia.
Main Results:
- Patients in the death group were older and had a shorter hospital stay compared to survivors.
- Underlying diseases like hypertension and diabetes were more prevalent in the death group.
- Significantly elevated WBC, neutrophils, CRP, PCT, LDH, creatinine, D-dimer, and lung opacity were observed in non-survivors compared to survivors. Lymphocyte counts and certain electrolytes were lower in non-survivors.
- COVID-19 patients showed distinct laboratory profiles (WBC, NEU, LYM, PLT, RDW-CV, RDW-SD, CRP, K+, CO2) compared to other viral pneumonia cases.
Conclusions:
- Age and comorbidities are potential risk factors for poor COVID-19 prognosis.
- Abnormalities in WBC, neutrophils, lymphocytes, CRP, PCT, LDH, and creatinine levels early in COVID-19 are significant indicators of prognosis.
- Specific laboratory markers aid in differentiating COVID-19 from other viral pneumonias, supporting diagnostic efforts.
Objective:
To analyze the clinical and laboratory characteristics of coronavirus disease 2019 (COVID-19) patients with different prognosis, and to provide evidence for the diagnosis and treatment of COVID-19.
Methods:
The clinical and laboratory characteristics of 215 cases of confirmed COVID-19 patients admitted in the First People's Hospital of Tianmen City from January 18 to March 10, 2020 were retrospectively analyzed, including blood cell indexes, inflammatory indexes [C-reactive protein (CRP) and procalcitonin (PCT)], liver function, cardiac function, renal function, blood coagulation function, electrolyte, chest CT scan, and 2019 novel coronavirus (2019-nCoV) nucleic acid tests. The differences of above indexes in the two groups were compared and analyzed. In addition, 55 patients with other viral pneumonia were selected as the control group who admitted to the hospital from August 1 to November 30, 2019. The changes of laboratory indexes of COVID-19 group and control group were observed.
Results:
In the 215 patients, 206 patients survived and 9 patients died. The average age of survival group was significantly lower than that in the death group, and the average length of hospital stay was significantly longer than the death group. (1) Clinical features: the proportion of underlying diseases in the death group was significantly higher than that in the survival group, such as dyspnea, sore throat, shiver, hypertension, diabetes, coronary heart disease, renal disease, and surgical history. There were no significant differences in other symptoms, signs and underlying diseases between the two group. (2) Laboratory test indexes of the two groups: in death group, white blood cell count [WBC (×109/L): 10.6 (4.0, 13.4) vs. 4.90 (3.92, 6.26)], neutrophils count [NEU (×109/L): 9.7 (3.4, 12.2) vs. 2.9 (2.1, 4.2)]; ratio of neutrophils to lymphocytes [NLR: 14.66 (5.19, 18.48) vs. 2.34 (1.47, 3.34)], CRP [mg/L: 130.21 (35.74, 210.86) vs. 17.90 (3.11, 50.23)], PCT [mg/L: 1.46 (0.45, 13.12) vs. 0.04 (0.02, 0.07)], lactate dehydrogenase [LDH (μmol×s-1×L-1): 4.80 (3.34, 7.37) vs. 3.77 (2.99, 5.12)], creatinine [Cr (μmol/L): 72.9 (69.6, 627.5) vs. 68.4 (55.5, 81.9)], D-dimer [mg/L: 0.86 (0.56, 3.32) vs. 0.39 (0.33, 0.58)], the area of ground glass opacity of chest CT scan [77.8% (7/9) vs. 35.0% (72/206)], the area of local patchy shadows [55.6% (5/9) vs. 17.5% (36/206)], the area of bilateral patchy shadows [100.0% (9/9) vs. 49.5% (102/206)] were significantly higher than those in survival group (all P < 0.01), lymphocyte count [LYM (×109/L): 0.6 (0.5, 0.8) vs. 1.3 (1.0, 1.6)], Na+ [mmol/L: 136.1 (131.0, 136.8) vs. 138.8 (136.5, 140.4)], Cl- [mmol/L: 97.7 (92.7, 100.9) vs. 102.7 (100.2, 104.3)], and carbon dioxide [CO2 (mmol/L): 23.0 (20.6, 28.5) vs. 29.2 (27.7, 30.9)] were significantly lower than those in survival group (all P < 0.05). (3) Laboratory test indicators in COVID-19 and control groups: in COVID-19 group, WBC, NEU, LYM, platelet count (PLT), coefficient of variation of red blood cell distribution width (RDW-CV), standard deviation of red blood cell distribution width (RDW-SD) and Cl- were significantly lower than those in control group, NLR, CRP, K+ and CO2 were significantly higher than those in control group.
Conclusions:
The major early symptoms of COVID-19 are fever, cough, chest tightness and fatigue. Age and underlying disease may be the risk factors which affect the prognosis of patients with COVID-19. The laboratory indexes such as WBC, NEU, LYM, CRP, PCT, LDH and Cr between death group and survival group were significantly abnormal in the early stages of COVID-19, which would have important implications for the prognosis of patients with COVID-19. Meanwhile, laboratory test indexes, including WBC, NEU, LYM, PLT, RDW-CV, RDW-SD, CRP, Cl-, K+ and CO2, also have important value in the differential diagnosis between COVID-19 and other viral pneumonia.
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