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Meletis G, Tychala A, Ntritsos G, Verrou E, Savvidou F, Dermitzakis I, Chatzidimitriou A, Gkeka I, Fyntanidou B, Gkarmiri S, Tzallas AT, Protonotariou E, Makedou K, Tsalikakis DG, Skoura L. Variant-Related Differences in Laboratory Biomarkers among Patients Affected with Alpha, Delta and Omicron: A Retrospective Whole Viral Genome Sequencing and Hospital-Setting Cohort Study. Biomedicines 2023; 11:biomedicines11041143. [PMID: 37189760 DOI: 10.3390/biomedicines11041143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 04/04/2023] [Accepted: 04/07/2023] [Indexed: 05/17/2023] Open
Abstract
During the COVID-19 pandemic, different SARS-CoV-2 variants of concern (VOC) with specific characteristics have emerged and spread worldwide. At the same time, clinicians routinely evaluate the results of certain blood tests upon patient admission as well as during hospitalization to assess disease severity and the overall patient status. In the present study, we searched for significant cell blood count and biomarker differences among patients affected with the Alpha, Delta and Omicron VOCs at admission. Data from 330 patients were retrieved regarding age, gender, VOC, cell blood count results (WBC, Neut%, Lymph%, Ig%, PLT), common biomarkers (D-dimers, urea, creatinine, SGOT, SGPT, CRP, IL-6, suPAR), ICU admission and death. Statistical analyses were performed using ANOVA, the Kruskal-Wallis test, two-way ANOVA, Chi-square, T-test, the Mann-Whitney test and logistic regression was performed where appropriate using SPSS v.28 and STATA 14. Age and VOC were significantly associated with hospitalization, whereas significant differences among VOC groups were found for WBC, PLT, Neut%, IL-6, creatinine, CRP, D-dimers and suPAR. Our analyses showed that throughout the current pandemic, not only the SARS-CoV-2 VOCs but also the laboratory parameters that are used to evaluate the patient's status at admission are subject to changes.
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Affiliation(s)
- Georgios Meletis
- Department of Microbiology, AHEPA University Hospital, School of Medicine, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Areti Tychala
- Department of Microbiology, AHEPA University Hospital, School of Medicine, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Georgios Ntritsos
- Department of Informatics and Telecommunications, School of Informatics and Telecommunications, University of Ioannina, 47100 Arta, Greece
- Department of Hygiene and Epidemiology, School of Medicine, University of Ioannina, 45110 Ioannina, Greece
| | - Eleni Verrou
- School of Medicine, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Filio Savvidou
- School of Medicine, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Iasonas Dermitzakis
- School of Medicine, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Anastasia Chatzidimitriou
- Institute of Applied Bioscience, Centre for Research and Technology Hellas, 6th km Charilaou-Thermi Rd., Thermi, 57001 Thessaloniki, Greece
| | - Ioanna Gkeka
- Department of Microbiology, AHEPA University Hospital, School of Medicine, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Barbara Fyntanidou
- Department of Emergency Medicine, AHEPA University Hospital, 54636 Thessaloniki, Greece
| | - Sofia Gkarmiri
- Department of Emergency Medicine, AHEPA University Hospital, 54636 Thessaloniki, Greece
| | - Alexandros T Tzallas
- Department of Informatics and Telecommunications, School of Informatics and Telecommunications, University of Ioannina, 47100 Arta, Greece
| | - Efthymia Protonotariou
- Department of Microbiology, AHEPA University Hospital, School of Medicine, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Kali Makedou
- Laboratory of Biochemistry, AHEPA University Hospital, School of Medicine, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Dimitrios G Tsalikakis
- Department of Electrical and Computer Engineering, University of Western Macedonia, 50131 Kozani, Greece
| | - Lemonia Skoura
- Department of Microbiology, AHEPA University Hospital, School of Medicine, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
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Chrysikos S, Papaioannou O, Karampitsakos T, Tavernaraki K, Thanou I, Filippousis P, Anyfanti M, Hillas G, Tzouvelekis A, Thanos L, Dimakou K. Diagnostic Accuracy of Multiple D-Dimer Cutoff Thresholds and Other Clinically Applicable Biomarkers for the Detection and Radiographic Evaluation of Pulmonary Embolism. Adv Respir Med 2022; 90:300-309. [PMID: 36004959 PMCID: PMC9717334 DOI: 10.3390/arm90040039] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 07/08/2022] [Accepted: 07/29/2022] [Indexed: 11/16/2022]
Abstract
Background: Diagnostic work-up of pulmonary embolism (PE) remains a challenge. Methods: We retrospectively studied all patients referred for computed tomography pulmonary angiography (CTPA) with suspicion of PE during a 12-month period (2018). The diagnostic accuracy of different D-dimer (Dd) cutoff thresholds for ruling out PE was evaluated. Furthermore, the association of Dd and red cell distribution width (RDW) with embolus location, CTPA findings, and patient outcome was recorded. Results: One thousand seventeen (n = 1017) patients were finally analyzed (mean age: 64.6 years (SD = 11.8), males: 549 (54%)). PE incidence was 18.7%. Central and bilateral embolism was present in 44.7% and 59.5%, respectively. Sensitivity and specificity for conventional and age-adjusted Dd cutoff was 98.2%, 7.9%, and 98.2%, 13.1%, respectively. A cutoff threshold (2.1 mg/L) with the best (64.4%) specificity was identified based on Receiver Operating Characteristics analysis. Moreover, a novel proposed Dd cutoff (0.74 mg/L) emerged with increased specificity (20.5%) and equal sensitivity (97%) compared to 0.5 mg/L, characterized by concurrent reduction (17.2%) in the number of performed CTPAs. Consolidation/atelectasis and unilateral pleural effusion were significantly associated with PE (p < 0.05, respectively). Patients with consolidation/atelectasis or intrapulmonary nodule(s)/mass on CTPA exhibited significantly greater median Dd values compared to patients without the aforementioned findings (2.34, (IQR 1.29−4.22) vs. 1.59, (IQR 0.81−2.96), and 2.39, (IQR 1.45−4.45) vs. 1.66, (IQR 0.84−3.12), p < 0.001, respectively). RDW was significantly greater in patients who died during hospitalization (p = 0.012). Conclusions: Age-adjusted Dd increased diagnostic accuracy of Dd testing without significantly decreasing the need for imaging. The proposed Dd value (0.74 mg/L) showed promise towards reducing considerably the need of CTPA. Multiple radiographic findings have been associated with increased Dd values in our study.
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Affiliation(s)
- Serafeim Chrysikos
- 5th Respiratory Medicine Department, “Sotiria” Chest Diseases Hospital, 11527 Athens, Greece
- Correspondence:
| | - Ourania Papaioannou
- Department of Respiratory Medicine, University Hospital of Patras, 26504 Patras, Greece
| | | | - Kyriaki Tavernaraki
- Department of Medical Imaging and Interventional Radiology, “Sotiria” Chest Diseases Hospital, 11527 Athens, Greece
| | - Ioanna Thanou
- Department of Medical Imaging and Interventional Radiology, “Sotiria” Chest Diseases Hospital, 11527 Athens, Greece
| | - Petros Filippousis
- Department of Medical Imaging and Interventional Radiology, “Sotiria” Chest Diseases Hospital, 11527 Athens, Greece
| | - Maria Anyfanti
- ICU, G Gennimatas, General Hospital, 11527 Athens, Greece
| | - Georgios Hillas
- 5th Respiratory Medicine Department, “Sotiria” Chest Diseases Hospital, 11527 Athens, Greece
| | - Argyrios Tzouvelekis
- Department of Respiratory Medicine, University Hospital of Patras, 26504 Patras, Greece
| | - Loukas Thanos
- Department of Medical Imaging and Interventional Radiology, “Sotiria” Chest Diseases Hospital, 11527 Athens, Greece
| | - Katerina Dimakou
- 5th Respiratory Medicine Department, “Sotiria” Chest Diseases Hospital, 11527 Athens, Greece
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Yang R, Liu G, Deng C. Pulmonary embolism with chronic obstructive pulmonary disease. Chronic Dis Transl Med 2021; 7:149-156. [PMID: 34505015 PMCID: PMC8413125 DOI: 10.1016/j.cdtm.2021.04.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Indexed: 11/15/2022] Open
Abstract
Chronic obstructive pulmonary disease (COPD) is a common, preventable, and treatable disease. The incidence of COPD is growing annually in China, and it is a significant and growing public health burden. Multivariate analysis showed that COPD was one of the independent risk factors for the occurrence of pulmonary embolism (PE), and the incidence of PE was significantly higher in COPD patients than in normal subjects. However, PE is often overlooked in patients with acute exacerbation of COPD (AECOPD) because there are many similarities in clinical symptoms between PE and AECOPD, which are difficult to distinguish, resulting in the failure of timely treatment and poor prognosis. Therefore, it is of great significance to understand the clinical manifestations, diagnosis, and treatment of COPD combined with PE for making a more accurate diagnosis, providing timely and effective treatment, and improving the prognosis of such patients.
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Affiliation(s)
- Ruohan Yang
- Institute of Respiratory Disease, Fujian Medical University, Division of Respiratory and Critical Care Medicine, First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, 350005, China
| | - Guiqing Liu
- The Hammersmith Hospital, London W12 0NN, United Kingdom
| | - Chaosheng Deng
- Institute of Respiratory Disease, Fujian Medical University, Division of Respiratory and Critical Care Medicine, First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, 350005, China
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Sabour S. Comment on "The diagnostic value of D-dimer with simplified Geneva score (SGS) pre-test in the diagnosis of pulmonary embolism (PE)". J Cardiothorac Surg 2020; 15:246. [PMID: 32912252 PMCID: PMC7488250 DOI: 10.1186/s13019-020-01301-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Accepted: 09/04/2020] [Indexed: 11/12/2022] Open
Abstract
Any decision in clinical practice needs to evaluate both reliability (precision) and validity (accuracy) of a diagnostic test. Without knowledge about the reliability, any judgment would be wrong. In diagnostic accuracy research, it is essential to evaluate the diagnostic added value of a test, since a diagnostic accuracy of a single test might be excellent, however for clinical purposes it can be worthless. Like evaluating discrimination, it would be possible to estimate the diagnostic added value by applying ROC of diagnostic model with and without test results in the model.
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Affiliation(s)
- Siamak Sabour
- Department of Clinical Epidemiology, School of Health and Safety, Shahid Beheshti University of Medical Sciences, Daneshjoo Blvd, Tehran, IR, PC: 198353-5511, Iran. .,Safety Promotions and Injury Prevention Research Centre, Shahid Beheshti University of Medical Sciences, Tehran, IR, Iran.
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