Prognostic role of simple inflammatory biomarkers in patients with severe COVID-19: an observational study

被引:0
作者
Ntalouka, M. P. [1 ,6 ]
Pantazopoulos, I [2 ,3 ]
Brotis, A. G. [4 ]
Pagonis, A. [3 ]
Vatsiou, I [1 ]
Chatzis, A. [1 ]
Rarras, C. N. [1 ]
Kotsi, P. [5 ]
Gourgoulianis, K., I [3 ]
Arnaoutoglou, E. M. [1 ]
机构
[1] Univ Thessaly, Dept Anesthesiol, Larisa, Greece
[2] Univ Thessaly, Dept Emergency Med, Larisa, Greece
[3] Univ Thessaly, Dept Resp Med, Larisa, Greece
[4] Univ Thessaly, Dept Neurosurg, Larisa, Greece
[5] Univ Thessaly, Univ Hosp Larissa, Dept Transfus Med, Sch Hlth Sci,Fac Med, Larisa, Greece
[6] Univ Hosp Larissa, Dept Anesthesiol, C Wing, 2nd Floor, Mezourlo, POB 1425, Larisa 41110, Thessaly, Greece
关键词
Biomarkers; C-reactive protein; Coronavirus disease 2019; COVID-19; lymphocyte subsets; prognosis; severe acute respiratory syndrome coronavirus 2; SARS-CoV-2; obesity; length of hospitalization; TO-LYMPHOCYTE RATIO; DISEASE SEVERITY; PREDICT;
D O I
暂无
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background/aim: Simple inflammatory biomarkers, such as neutrophil to lymphocyte ratio (NLR), could serve as prognosis indicators in patients with Coronavirus disease 2019 (COVID-19). The utility of on-admission inflammatory biomarkers in predicting outcomes was investigated in patients suffering from severe COVID-19 infection. Methods: We performed a retrospective study to assess the role of white blood count (WBC), neutrophils (N), lymphocyte (L), platelets (PLTs), C-reactive protein (CRP), reverse transcription polymerase chain reaction (RT-PCR), NLR (N/L), PLR (P/L), dv (derived variation of)-NLR (N/WBC-L), LNR (L/N), dv (derived variation of)-LNR (L/WBC-N), and CLR (CRP/L), in predicting the need for high-flow nasal cannula (HFNC) use, admission to Intensive Care Unit (ICU), and death in adult patients with severe COVID-19 admitted to the Department of Respiratory Medicine from April to September 2021. Results: One hundred and fifteen patients (60 % males) with a mean age of 57.7 +/- 16.3 years were included. Thirty-seven patients (32.2 %) required escalation with HFNC, eight patients (7 %) were admitted to the ICU, and nine patients (7.8%) died. Based on univariate analysis, CRP [odds ratio (OR): 1.25, 95 % confidence interval (CI): 1.1-1.42), LNR (OR: 0.015, 95 % CI: 0.00-0.35), dv-NLR (OR: 5*10(6), 95 % CI: 26.7-9*10(9)), CLR (OR: 7*10(58), 95 % CI: 3*10(25)-2*10(92)), length of hospitalization (LOH; OR: 1.44, 95 % CI: 1.22-1.63), dyspnea at presentation (OR: 2.83, 95 % CI: 1.23-6.52), and ratio of arterial oxygen partial pressure to fractional inspired oxygen (PaO2/FiO(2)) on admission (OR: 0.967, 95 % CI: 0.952-0.983) were independent predictors for oxygen requirements. However, the multivariate analysis showed that LNR (OR: 1.686e0(-4), 95 % CI: 6.441e00(-8)-0.441), PaO2/FiO(2) on admission (OR: 0.965, 95 % CI: 0.941-0.989), and LOH (OR: 1.717, 95 % CI: 1.274-2.314) were the most important predictor for HFNC use. Nasal congestion at presentation (OR: 11.5, 95 % CI: 1.61-82.8) was a unique and independent predictor for ICU admission. As far as death is concerned, the univariate analysis identified elevated CRP (OR: 1.11, 95 % CI: 1.0-1.24), low RT-PCR (OR: 0.829, 95 % CI: 0.688-0.999), high CLR (OR: 3.2*10(33), 95 % CI: 5.8-1.8*10(66)), age (OR: 1.08, 95 % CI: 1.02-1.14), body mass index (BMI) over 30 (OR: 5.25, 95 % CI: 1.26-21.96), the chronic use of angiotensin-converting enzyme inhibitors (OR: 5.72, 95 % CI: 1.35-24.09), nitrates (OR: 14.85, 95 % CI: 1.81-121.8), diuretics (OR: 8.21, 95 % CI: 1.97-34.32), PaO2/FiO(2) on admission (OR: 0.983, 95 % CI: 0.970-0.998), and nasal congestion at presentation (OR: 9.81, 95 % CI: 1.40-68.68) as independent predictors. However, the multivariate analysis pinpointed that obesity (BMI >30) (OR: 10.498, 95 % CI: 1.107-99.572) remained the most important predictor for death. Conclusion: LNR and PaO2/FiO(2) on admission could be used to timely identify patients requiring HFNC during hospitalization, while obesity (BMI >30) could be an independent predictor of death. Nasal congestion emerges as a unique predictor for ICU admission.
引用
收藏
页码:70 / 77
页数:8
相关论文
共 29 条
  • [1] Can Hematological Ratios Predict Outcome of COVID-19 Patients? A Multicentric Study
    Aly, Mai M.
    Meshref, Taghreed S.
    Abdelhameid, Marwa A.
    Ahmed, Shimaa A.
    Shaltout, Asmaa S.
    Abdel-Monienn, Alaa Eldin
    Hamad, Dina A.
    [J]. JOURNAL OF BLOOD MEDICINE, 2021, 12 : 505 - 515
  • [2] World Medical Association Declaration of Helsinki Ethical Principles for Medical Research Involving Human Subjects
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2013, 310 (20): : 2191 - 2194
  • [3] [Anonymous], R PROJECT STAT COMPU
  • [4] Do initial hematologic indices predict the severity of COVID-19 patients?
    Asan, Ali
    Ustundag, Yasemin
    Koca, Nizamettin
    Simsek, Abdullah
    Sayan, Halil Erkan
    Parildar, Hulya
    Cilo, Burcu Dalyan
    Huysal, Kagan
    [J]. TURKISH JOURNAL OF MEDICAL SCIENCES, 2021, 51 (01) : 39 - 44
  • [5] Lymphocyte-to-C-reactive protein ratio may serve as an effective biomarker to determine COVID-19 disease severity
    Bal, Tayibe
    Dogan, Serdar
    Cabalak, Mehmet
    Dirican, Emre
    [J]. TURKISH JOURNAL OF BIOCHEMISTRY-TURK BIYOKIMYA DERGISI, 2021, 46 (01): : 21 - 26
  • [6] Role of NLR, PLR, ELR and CLR in differentiating COVID-19 patients with and without pneumonia
    Cakirca, Tuba Damar
    Torun, Ayse
    Cakirca, Gokhan
    Portakal, Reyhan Derya
    [J]. INTERNATIONAL JOURNAL OF CLINICAL PRACTICE, 2021, 75 (11)
  • [7] Baseline neutrophil-to-lymphocyte ratio (NLR) and derived NLR could predict overall survival in patients with advanced melanoma treated with nivolumab
    Capone, Mariaelena
    Giannarelli, Diana
    Mallardo, Domenico
    Madonna, Gabriele
    Festino, Lucia
    Grimaldi, Antonio Maria
    Vanella, Vito
    Simeone, Ester
    Paone, Miriam
    Palmieri, Giuseppe
    Cavalcanti, Ernesta
    Caraco, Corrado
    Ascierto, Paolo Antonio
    [J]. JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2018, 6
  • [8] The Value of C-Reactive Protein-to-Lymphocyte Ratio in Predicting the Severity of SARS-CoV-2 Pneumonia
    Cilloniz, Catia
    Torres, Antoni
    Garcia-Vidal, Carolina
    Moreno-Garcia, Estela
    Amaro, Rosanel
    Soler, Nestor
    Angeles Marcos, M.
    Rico, Veronica
    Gabarrus, Albert
    Maria Nicolas, Josep
    Soriano, Alex
    [J]. ARCHIVOS DE BRONCONEUMOLOGIA, 2021, 57 : 79 - 82
  • [9] Novel Systemic Inflammation Markers to Predict COVID-19 Prognosis
    Karimi, Amirali
    Shobeiri, Parnian
    Kulasinghe, Arutha
    Rezaei, Nima
    [J]. FRONTIERS IN IMMUNOLOGY, 2021, 12
  • [10] Combined use of the neutrophil-to-lymphocyte ratio and CRP to predict 7-day disease severity in 84 hospitalized patients with COVID-19 pneumonia: a retrospective cohort study
    Liu, Yue-Ping
    Li, Gao-Ming
    He, Jun
    Liu, Ying
    Li, Min
    Zhang, Rui
    Li, Ya-Lan
    Wu, Ya-Zhou
    Diao, Bo
    [J]. ANNALS OF TRANSLATIONAL MEDICINE, 2020, 8 (10)