ABSTRACT
Objetive: The purpose of this work was to describe the physical, cytological and biochemical characteristics, as well as to classify the pleural fluids of patients with COVID-19 as exudates or transudates. Materials and Methods: An observational, descriptive cross-sectional study was carried out. Data was collected from the cytochemical examination of pleural fluid samples processed between the months of April to September 2020, in the laboratory of the Emergency Center of Metropolitan Lima (CELIM). Results: During the study period, a total of 81 samples of pleural fluid from patients with COVID-19 were evaluated, of these, 26 met our eligibility criteria. Fourteen liquids (54%) had a red color and 18 (69%) had a cloudy appearance. Exudative pleural fluids were the majority (n = 17), total proteins presented a mean of 3.3 g / dl (SD: 1.5), LDH a median of 544 U / L (IQR: 262-2016), the leukocyte count had a median of 610 leukocytes / ul (IQR: 180-968) and the differential polymorphonuclear count a median 29% (IQR: 15-60). Regarding the clinical characteristics, of the total exudates, 41% corresponded to neoplasms and 23% to pneumonia. While, of the total transudates (n = 9), 45% came from patients with neoplasms. Conclusions: In our study we observed that most of the pleural fluid samples from patients with COVID-19 were classified as exudates. These presented a low differential leukocyte percentage of polymorphonuclear cells. The values of the biochemical parameters such as total proteins and LDH were adequately related to the classification of exudates
ABSTRACT
AIMS: Atypical lymphocytes circulating in blood have been reported in COVID-19 patients. This study aims to (1) analyse if patients with reactive lymphocytes (COVID-19 RL) show clinical or biological characteristics related to outcome; (2) develop an automatic system to recognise them in an objective way and (3) study their immunophenotype. METHODS: Clinical and laboratory findings in 36 COVID-19 patients were compared between those showing COVID-19 RL in blood (18) and those without (18). Blood samples were analysed in Advia2120i and stained with May Grünwald-Giemsa. Digital images were acquired in CellaVisionDM96. Convolutional neural networks (CNNs) were used to accurately recognise COVID-19 RL. Immunophenotypic study was performed throughflow cytometry. RESULTS: Neutrophils, D-dimer, procalcitonin, glomerular filtration rate and total protein values were higher in patients without COVID-19 RL (p<0.05) and four of these patients died. Haemoglobin and lymphocyte counts were higher (p<0.02) and no patients died in the group showing COVID-19 RL. COVID-19 RL showed a distinct deep blue cytoplasm with nucleus mostly in eccentric position. Through two sequential CNNs, they were automatically distinguished from normal lymphocytes and classical RL with sensitivity, specificity and overall accuracy values of 90.5%, 99.4% and 98.7%, respectively. Immunophenotypic analysis revealed COVID-19 RL are mostly activated effector memory CD4 and CD8 T cells. CONCLUSION: We found that COVID-19 RL are related to a better evolution and prognosis. They can be detected by morphology in the smear review, being the computerised approach proposed useful to enhance a more objective recognition. Their presence suggests an abundant production of virus-specific T cells, thus explaining the better outcome of patients showing these cells circulating in blood.
Subject(s)
CD4-Positive T-Lymphocytes/metabolism , CD8-Positive T-Lymphocytes/metabolism , COVID-19/diagnosis , COVID-19/immunology , Memory T Cells/metabolism , Adult , Aged , Aged, 80 and over , Biomarkers/blood , CD4-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/immunology , COVID-19/blood , COVID-19/mortality , Case-Control Studies , Clinical Decision Rules , Disease Progression , Female , Flow Cytometry , Humans , Immunophenotyping , Male , Memory T Cells/immunology , Middle Aged , Neural Networks, Computer , Prognosis , Sensitivity and Specificity , Spain/epidemiologyABSTRACT
Thrombocytopenia is common in an intensive care unit (ICU) setting due to endogenous and iatrogenic factors. Despite that, thrombocytopenia in patients with severe COVID-19 infections is surprisingly uncommon. By examining the blood film of 20 ICU patients with COVID-19, we observed the presence of platelet aggregates and macrothrombocytes indicating increased platelet activity. We compared these findings with 20 blood films of non-severe COVID-19 cases where these findings were absent. These morphology features could be consistent with severe COVID-19 infection and is further evidence of the important role that platelets play when COVID-19 manifests with thrombotic complications or respiratory failure.