Back to Basics: The Diagnostic Value of a Complete Blood Count in the Clinical Management of COVID-19

被引:0
作者
Sayed, Anwar A. [1 ]
机构
[1] Taibah Univ, Coll Med, Dept Basic Med Sci, Madinah 42353, Saudi Arabia
关键词
CBC; COVID-19; diagnostics; mortality; pathophysiology; principal component analysis; Saudi Arabia; LYMPHOCYTE RATIO NLR; INFLAMMATORY MARKERS; SEVERITY; BIOMARKERS;
D O I
10.3390/diagnostics14171933
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Since the beginning of the COVID-19 pandemic, scientists have struggled significantly to understand the complexity of COVID-19 pathophysiology. COVID-19 has demonstrated a notoriously unpredictable clinical course. This unpredictability constituted a significant obstacle to clinicians in predicting the disease course among COVID-19 patients, more specifically, in predicting who would develop severe cases and possibly die from the infection. This brief report aims to assess the diagnostic value of using a complete blood count (CBC) and applying high-dimensional analysis, i.e., principal component analysis (PCA), on it to differentiate between patients with mild and severe COVID-19 infection. The data of 855 patients were retrieved from multiple centres in Saudi Arabia. Descriptive statistics, such as counts, percentages, and medians (interquartile ranges) were used to describe patients' characteristics and CBC parameters. Analytical statistics, such as the Mann-Whitney U test, were used to compare between survivors and non-survivors. PCA was applied using the CBC parameters, and the results were compared between survivors and non-survivors. Patients in this study had a median age of 41, with an almost equal ratio of men to women. Most participants were Saudis, and non-survivors were 13.22% of the total cohort. The median values of all CBC indices were within reference ranges; however, some statistically significant differences were observed between survivors and non-survivors. Non-survivors had lower hemoglobin levels and lower hematocrit, lymphocyte, and eosinophil counts but higher WBC and neutrophil counts compared to survivors. PCA on the CBC results of survivors yielded a significantly different profile than non-survivors, indicating the possibility of its use in the context of COVID-19. The diagnostic value of CBC in the clinical management of COVID-19 should be utilized in clinical guidelines for managing COVID-19 cases.
引用
收藏
页数:9
相关论文
共 57 条
  • [41] The use of neutrophil-to-lymphocyte ratio (NLR) as a marker for COVID-19 infection in Saudi Arabia A case-control retrospective multicenter study
    Sayed, Anwar A.
    Allam, Assem A.
    Sayed, Ayman, I
    Alraey, Mohammed A.
    Joseph, Mercy, V
    [J]. SAUDI MEDICAL JOURNAL, 2021, 42 (04) : 370 - 376
  • [42] The Progressive Public Measures of Saudi Arabia to Tackle Covid-19 and Limit Its Spread
    Sayed, Anwar A.
    [J]. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 18 (02) : 1 - 9
  • [43] Gene signature and immune cell profiling by high-dimensional, single-cell analysis in COVID-19 patients, presenting Low T3 syndrome and coexistent hematological malignancies
    Sciacchitano, Salvatore
    De Vitis, Claudia
    D'Ascanio, Michela
    Giovagnoli, Simonetta
    De Dominicis, Chiara
    Laghi, Andrea
    Anibaldi, Paolo
    Petrucca, Andrea
    Salerno, Gerardo
    Santino, Iolanda
    Amodeo, Rachele
    Simmaco, Maurizio
    Napoli, Christian
    Tafuri, Agostino
    Di Napoli, Arianna
    Sacconi, Andrea
    Salvati, Valentina
    Ciliberto, Gennaro
    Fanciulli, Maurizio
    Piaggio, Giulia
    de Latouliere, Luisa
    Ricci, Alberto
    Mancini, Rita
    [J]. JOURNAL OF TRANSLATIONAL MEDICINE, 2021, 19 (01)
  • [44] Methodology Series Module 3: Cross-sectional Studies
    Setia, Maninder Singh
    [J]. INDIAN JOURNAL OF DERMATOLOGY, 2016, 61 (03) : 261 - 264
  • [45] High-dimensional single-cell analysis reveals the immune characteristics of COVID-19
    Shi, Wen
    Liu, Xiuxing
    Cao, Qiqi
    Ma, Pengjuan
    Le, Wenqing
    Xie, Lihui
    Ye, Jinguo
    Wen, Wen
    Tang, Hao
    Su, Wenru
    Zheng, Yingfeng
    Liu, Yizhi
    [J]. AMERICAN JOURNAL OF PHYSIOLOGY-LUNG CELLULAR AND MOLECULAR PHYSIOLOGY, 2021, 320 (01) : L84 - L98
  • [46] Abnormalities of peripheral blood system in patients with COVID-19 in Wenzhou, China
    Sun, Suyu
    Cai, Xuejiao
    Wang, Huaguo
    He, Guiqing
    Lin, Yin
    Lu, Bibi
    Chen, Chaoyue
    Pan, Yong
    Hu, Xingzhong
    [J]. CLINICA CHIMICA ACTA, 2020, 507 : 174 - 180
  • [47] Origin, transmission, diagnosis and management of coronavirus disease 2019 (COVID-19)
    Umakanthan, Srikanth
    Sahu, Pradeep
    Ranade, Anu, V
    Bukelo, Maryann M.
    Rao, Joseph Sushil
    Abrahao-Machado, Lucas Faria
    Dahal, Samarika
    Kumar, Hari
    Dhananjaya, K., V
    [J]. POSTGRADUATE MEDICAL JOURNAL, 2020, 96 (1142) : 753 - 758
  • [48] Principal Component Analysis Applications in COVID-19 Genome Sequence Studies
    Wang, Bo
    Jiang, Lin
    [J]. COGNITIVE COMPUTATION, 2024, 16 (04) : 1637 - 1648
  • [49] scRNA-seq Profiling of Human Testes Reveals the Presence of the ACE2 Receptor, A Target for SARS-CoV-2 Infection in Spermatogonia, Leydig and Sertoli Cells
    Wang, Zhengpin
    Xu, Xiaojiang
    [J]. CELLS, 2020, 9 (04)
  • [50] Pathophysiology, Transmission, Diagnosis, and Treatment of Coronavirus Disease 2019 (COVID-19) A Review
    Wiersinga, W. Joost
    Rhodes, Andrew
    Cheng, Allen C.
    Peacock, Sharon J.
    Prescott, Hallie C.
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2020, 324 (08): : 782 - 793