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Sharifi MJ, Gheibi N, Panahi F, Sharifzadeh S, Nasiri N. MDS-Type Morphologic Abnormalities of Peripheral Blood Granulocytes in Symptomatic COVID-19 Patients. Int J Hematol Oncol Stem Cell Res 2024; 18:249-253. [PMID: 39257703 PMCID: PMC11381661 DOI: 10.18502/ijhoscr.v18i3.16105] [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: 02/05/2024] [Accepted: 05/12/2024] [Indexed: 09/12/2024] Open
Abstract
Background: Hematological abnormalities in COVID-19 infection included quantitative and qualitative changes and should be further characterized. Evaluation for myelodysplastic syndromes (MDS) is usually prompted by abnormal hematologic findings and the presence of dysplastic morphologies. Viral infections are considered to be the cause of dysplastic morphologies and should be considered by morphologists. There are few reports of dysplastic abnormal morphologies in patients with COVID-19 infection. However, such correlations still have to be clarified. Materials and Methods: In the present study, we examined the granulocyte lineage morphological abnormalities in symptomatic RT-PCR-confirmed COVID patients. Peripheral blood samples were collected from 82 patients with symptomatic COVID-19. Blood smears were prepared according to the standard Wright-Giemsa staining procedure. The morphological examination was carried out by two laboratory experts. Results: Blood smear examination revealed common myelodysplastic syndrome (MDS) type abnormalities including but not limited to pseudo-pelger nuclear lobulation (4.8%), hypogranulation (7.3%), Howell-Jolly-like bodies or detached nuclear segments (6.0%) and elongated and thin nuclear filaments (6.0%). One case of abnormal immature granulocyte and ring form nucleus is also evident. Conclusion: Our results accounted for the possibility of active COVID-19 infection in all subjects with granulocyte dysplasia. These results are of practical importance for patients suspected of having myelodysplastic syndromes or disease processes associated with myeloid malignancies.
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Affiliation(s)
- Mohammad Jafar Sharifi
- Division of Laboratory Hematology and Blood Banking, Department of Medical Laboratory Sciences, School of Paramedical Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
- Diagnostic Laboratory Sciences and Technology Research Center, School of Paramedical Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Negar Gheibi
- Department of Information Technology, Aliasghar Hospital, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Fatemeh Panahi
- Division of Laboratory Hematology and Blood Banking, Department of Medical Laboratory Sciences, School of Paramedical Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Sedigheh Sharifzadeh
- Division of Laboratory Hematology and Blood Banking, Department of Medical Laboratory Sciences, School of Paramedical Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
- Diagnostic Laboratory Sciences and Technology Research Center, School of Paramedical Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Nahid Nasiri
- Division of Laboratory Hematology and Blood Banking, Department of Medical Laboratory Sciences, School of Paramedical Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
- Diagnostic Laboratory Sciences and Technology Research Center, School of Paramedical Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
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Tam IS, Elemary M, DeCoteau J, Porwit A, Torlakovic EE. Morphological Clues of Acute Monocytic Leukemia in COVID-19-Induced Transient Leukoerythroblastic Reaction with Monocytosis. Hematol Rep 2024; 16:331-335. [PMID: 38921181 PMCID: PMC11203109 DOI: 10.3390/hematolrep16020033] [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: 03/28/2024] [Revised: 05/04/2024] [Accepted: 05/22/2024] [Indexed: 06/27/2024] Open
Abstract
Viral infections, including those caused by COVID-19, can produce striking morphologic changes in peripheral blood. Distinguishing between reactive changes and abnormal morphology of monocytes remains particularly difficult, with low consensus rates reported amongst hematopathologists. Here, we report a patient who developed transient monocytosis of 11.06 × 109/L with 32% promonocytes and 1% blasts during hospitalization that was secondary to severe COVID-19 infection. Three days later, the clinical status of the patient improved and the WBC had decreased to 8.47 × 109/L with 2.2 × 109/L monocytes. Flow cytometry studies did not reveal immunophenotypic findings specific for an overt malignant population. At no time during admission did the patient develop cytopenia(s), and she was discharged upon clinical improvement. However, the peripheral blood sample containing promonocytes was sent for molecular testing with an extended next-generation sequencing myeloid panel and was positive for pathogenic NPM1 Type A and DNMT3A R882H mutations. Subsequently, despite an essentially normal complete blood count, the patient underwent a bone marrow assessment that showed acute myeloid leukemia with 77% promonocytes. This case emphasizes the critical importance of a full work up to exclude acute leukemia when classical promonocyte morphology is encountered in the peripheral blood. Promonocytes are not a part of the reactive changes associated with COVID-19 and remain specific to myeloid neoplasia.
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Affiliation(s)
- Ingrid S. Tam
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5A2, Canada; (I.S.T.); (J.D.)
| | | | - John DeCoteau
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5A2, Canada; (I.S.T.); (J.D.)
| | - Anna Porwit
- Faculty of Medicine, Department of Clinical Sciences, Division of Oncology and Pathology, Lund University, 221 00 Lund, Sweden;
| | - Emina E. Torlakovic
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5A2, Canada; (I.S.T.); (J.D.)
- Saskatchewan Health Authority (SHA), Saskatoon, SK S7K 0M7, Canada
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3
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Harte JV, Coleman-Vaughan C, Crowley MP, Mykytiv V. It's in the blood: a review of the hematological system in SARS-CoV-2-associated COVID-19. Crit Rev Clin Lab Sci 2023; 60:595-624. [PMID: 37439130 DOI: 10.1080/10408363.2023.2232010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 06/27/2023] [Indexed: 07/14/2023]
Abstract
The emergence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has led to an unprecedented global healthcare crisis. While SARS-CoV-2-associated COVID-19 affects primarily the respiratory system, patients with COVID-19 frequently develop extrapulmonary manifestations. Notably, changes in the hematological system, including lymphocytopenia, neutrophilia and significant abnormalities of hemostatic markers, were observed early in the pandemic. Hematological manifestations have since been recognized as important parameters in the pathophysiology of SARS-CoV-2 and in the management of patients with COVID-19. In this narrative review, we summarize the state-of-the-art regarding the hematological and hemostatic abnormalities observed in patients with SARS-CoV-2-associated COVID-19, as well as the current understanding of the hematological system in the pathophysiology of acute and chronic SARS-CoV-2-associated COVID-19.
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Affiliation(s)
- James V Harte
- Department of Haematology, Cork University Hospital, Wilton, Cork, Ireland
- School of Biochemistry & Cell Biology, University College Cork, Cork, Ireland
| | | | - Maeve P Crowley
- Department of Haematology, Cork University Hospital, Wilton, Cork, Ireland
- Irish Network for Venous Thromboembolism Research (INViTE), Ireland
| | - Vitaliy Mykytiv
- Department of Haematology, Cork University Hospital, Wilton, Cork, Ireland
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4
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Abstract
Introduction The causative agent of COVID-19 (Coronavirus Disease 2019) is an enveloped RNA (ribonucleic acid) virus of the SARS-CoV-2 (Severe Acute Respiratory Syndrome Coronavirus-2) family. The effects of SARS-CoV-2 on the differentiation and maturation of blood cells have been the subject of several studies, we report our experience of an investigation of the morphologic abnormalities of leukocytes observed during COVID-19. Patients and methods This is a prospective study of 5 months, from February 2021 to June 2021. Forty COVID-19 patients and 20 healthy controls were included in this study. We performed complete blood count and peripheral blood smear of all patients and control samples. Leukocytes abnormalities were quantified as a percentage of 100 leukocytes of the same lineage. Results The morphological abnormalities of the leukocytes found in percentage of patients have been mainly neutrophils bilobed 72,5%, hypogranulation 45%, acquired pseudo Pelger-Huet 35%, vacuolated neutrophils 42,5%, Apoptotic neutrophils 35,5 %, neutrophils with toxic granulations 30%, myelemia 45%, atypical lymphocytes 52,5%, lymphoplasmocytes 60% and vacuolated monocytes 27, 5%. Conclusion Our study revealed several morphological abnormalities of the different cells of the leukocyte lineage. The presence of toxic granulations in the cytoplasm of the myelocytes was specific to this study.
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Affiliation(s)
- Moueden Amine
- Université d'Oran 1 Ahmed Ben Bella Faculté de Médecine, Pharmacie
| | - Messaoudi Reda
- Université d'Oran 1 Ahmed Ben Bella Faculté de Médecine, Pharmacie
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5
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Yazdani AN, Abdi A, Velpuri P, Patel P, DeMarco N, Agrawal DK, Rai V. A Review of Hematological Complications and Treatment in COVID-19. Hematol Rep 2023; 15:562-577. [PMID: 37873794 PMCID: PMC10594461 DOI: 10.3390/hematolrep15040059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 04/30/2023] [Accepted: 10/11/2023] [Indexed: 10/25/2023] Open
Abstract
COVID-19, caused by SARS-CoV-2, and its variants have spread rapidly across the globe in the past few years, resulting in millions of deaths worldwide. Hematological diseases and complications associated with COVID-19 severely impact the mortality and morbidity rates of patients; therefore, there is a need for oversight on what pharmaceutical therapies are prescribed to hematologically at-risk patients. Thrombocytopenia, hemoglobinemia, leukopenia, and leukocytosis are all seen at increased rates in patients infected with COVID-19 and become more prominent in patients with severe COVID-19. Further, COVID-19 therapeutics may be associated with hematological complications, and this became more important in immunocompromised patients with hematological conditions as they are at higher risk of hematological complications after treatment. Thus, it is important to understand and treat COVID-19 patients with underlying hematological conditions with caution. Hematological changes during COVID-19 infection and treatment are important because they may serve as biomarkers as well as to evaluate the treatment response, which will help in changing treatment strategies. In this literature review, we discuss the hematological complications associated with COVID-19, the mechanisms, treatment groups, and adverse effects of commonly used COVID-19 therapies, followed by the hematological adverse events that could arise due to therapeutic agents used in COVID-19.
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Affiliation(s)
- Armand N. Yazdani
- College of Osteopathic Medicine of the Pacific, Western University of Health Sciences, Pomona, CA 91766, USA
| | - Arian Abdi
- College of Osteopathic Medicine of the Pacific, Western University of Health Sciences, Pomona, CA 91766, USA
| | - Prathosh Velpuri
- College of Osteopathic Medicine of the Pacific, Western University of Health Sciences, Pomona, CA 91766, USA
| | - Parth Patel
- College of Osteopathic Medicine of the Pacific, Western University of Health Sciences, Pomona, CA 91766, USA
| | - Nathaniel DeMarco
- College of Osteopathic Medicine of the Pacific, Western University of Health Sciences, Pomona, CA 91766, USA
| | - Devendra K. Agrawal
- Department of Translational Research, Western University of Health Sciences, Pomona, CA 91766, USA
| | - Vikrant Rai
- Department of Translational Research, Western University of Health Sciences, Pomona, CA 91766, USA
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6
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Chopra S, Karandikar NJ, Holman CJ. Systematic Evaluation of Hematologic Parameters and Blood Smear Findings in Patients With SARS-CoV-2 vs Other Viral Respiratory Infections. Am J Clin Pathol 2023; 160:331-334. [PMID: 37289433 DOI: 10.1093/ajcp/aqad061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 05/02/2023] [Indexed: 06/09/2023] Open
Abstract
OBJECTIVES We evaluated and compared the peripheral blood findings in patients with acute COVID-19 vs other viral respiratory infections. METHODS We retrospectively reviewed peripheral blood counts and smear morphology in patients with a positive viral respiratory panel (VRP) or SARS-CoV-2 test. RESULTS A total of 97 peripheral blood samples (COVID-19 infection, 53; VRP positive, 44) from 50 patients (mean [SD] age, 45.8 [20.8] years; females 52%) were reviewed. There were no statistically significant differences in the demographic characteristics between the 2 groups. The most common peripheral blood abnormalities were anemia, thrombocytopenia, absolute lymphopenia, and reactive lymphocytes. The following peripheral blood findings were significantly associated with other viral respiratory infections compared with COVID-19 infection: low red blood cell count, low hematocrit, high mean corpuscular volume, thrombocytopenia, low mean platelet volume, high red cell distribution width, band neutrophilia, and toxic granulation in neutrophils. CONCLUSIONS Our study showed that there are several peripheral blood count and morphologic abnormalities seen in patients with COVID-19, but most of these findings lack specificity as they are also seen in the other viral respiratory infections.
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Affiliation(s)
- Saurav Chopra
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, US
| | - Nitin J Karandikar
- Department of Pathology, University of Iowa Hospitals and Clinics, Iowa City, IA, US
| | - Carol J Holman
- Department of Pathology, University of Iowa Hospitals and Clinics, Iowa City, IA, US
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Barnes M, Shklar V, Patel D, Staszewski H. Young Woman with Unexplained Neutropenia and Neutrophils with Bilobed Nuclei: Marrow Findings. Case Rep Hematol 2023; 2023:8844577. [PMID: 37790742 PMCID: PMC10545456 DOI: 10.1155/2023/8844577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2023] [Revised: 08/27/2023] [Accepted: 09/07/2023] [Indexed: 10/05/2023] Open
Abstract
A 27-year-old female with a history of chronic sinusitis was referred for the evaluation of asymptomatic neutropenia. The differential demonstrated a mild neutropenia, which eventually resolved on subsequent evaluation. The liver and the spleen were not palpable. Peripheral flow cytometry was normal. Peripheral blood smear (PBS) demonstrated numerous Pelger-Huet anomalous neutrophils with characteristic "pince-nez" nuclei, without significant abnormalities in the other cell lines. Due to the benign clinical nature of hereditary PHA, a bone marrow biopsy is almost never required. However, our patient's persistent and worsening neutropenia was unusual for hereditary PHA, so a bone marrow biopsy was performed to rule out MDS and leukemia. Our patient's bone marrow smears showed dysplastic changes to other cell lines including the megakaryocytes and erythroid precursors. Due to our patient's young age and concern that she may have a more serious marrow disorder, genetic testing was pursued. Germline testing in the LBR gene revealed a heterozygous pathogenic mutation, namely, the PR57837.17 variant, confirming the diagnosis of hereditary disease. The bone marrow biopsy performed on our patient illustrates that the presence of dysplasia does not rule out hereditary PHA and further genetic testing should be done in the appropriate clinical scenario. This case was an atypical presentation of hereditary PHA with confounding morphological features that would typically classify the disease as an acquired or pseudo-PHA, hence acting as a Pseudo-Pseudo-Pelger-Huet Anomaly.
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Affiliation(s)
- Martin Barnes
- Mather Hospital, Northwell Health, Hematology Oncology Fellowship, 75 North Country Rd, Port Jefferson, NY 11777, USA
| | - Victoria Shklar
- Mather Hospital, Northwell Health, Hematology Oncology Fellowship, 75 North Country Rd, Port Jefferson, NY 11777, USA
| | - Dipen Patel
- Mather Hospital, Northwell Health, Hematology Oncology Fellowship, 75 North Country Rd, Port Jefferson, NY 11777, USA
| | - Harry Staszewski
- New York Cancer and Blood Specialists, 49 Nesconset Highway, Port Jefferson Station, NY 11776, USA
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8
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Ofori K, Chen D, Sepulveda J, Bhagat G, Alobeid B. Normoblastemia in COVID-19 patients is associated with more severe disease and adverse outcome. INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL PATHOLOGY 2023; 16:235-242. [PMID: 37818385 PMCID: PMC10560885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 08/07/2023] [Indexed: 10/12/2023]
Abstract
OBJECTIVES The clinical, pathological, and laboratory correlates of normoblastemia in COVID-19 patients have not been adequately explored. We sought to assess the frequency of normoblastemia in COVID-19, its association with other markers of disease, as well as other clinical outcomes. METHODS All COVID-19 patients seen at our institution with at least one automated complete blood count (aCBC) evaluation from March to May 2020 were included in this retrospective cohort analysis. Results of aCBC and tests for markers of the acute phase response performed within 5 days before the first COVID-19 positive test and 14 days after the last positive test were reviewed. We also evaluated histologic features of the reticuloendothelial system of COVID-19 decedents. RESULTS Among a total of 2501 COVID-19 patients, 715 (28.6%) were found to have normoblastemia. Patients with this abnormality had significantly higher (median, (1st quartile, 3rd quartile) WBC (15.7 (11.2, 23.1) u/L vs. 8.3 (6.2, 11.5) u/L), absolute neutrophil count (7.0 (5.1, 10.1) u/L vs. 5.1 (3.7, 7.3) u/L), immature granulocyte percentage (0.8 (0.5, 1.3)% vs. 0.5 (0.3, 0.8)%), ESR (76.0 (60.5, 100.0) mm/hr vs. 66.0 (45.0, 87.0) mm/hr), ferritin (1404.5 (645.0, 2871.0) ng/mL vs. 672.7 (313.4, 1348.0) ng/mL), INR (1.4 (1.2, 1.7) vs. 1.2 (1.1, 1.3)), D-dimer (8.2 (2.8, 20.0) ug/mL FEU vs. 1.5 (0.8, 3.7) µg/mL FEU), and IL-6 (216.6 (77.7, 315.0) pg/mL vs. 54.3 (23.2, 127.8) pg/mL) levels, and lower hemoglobin (12.5 (10.7, 14.2) g/dL vs. 13.2 (11.8, 14.6) g/dL) and absolute lymphocyte count (1.0 (0.7, 1.3) u/L vs. 1.1 (0.8, 1.5) u/L). The incidence of intubation and ventilation support (61.3% (65/106) vs. 10.5% (31/263)) and mortality rates (37.9%, 271/715 vs. 11.8%, 210/1786), were higher in normoblastemic patients. Multivariable logistic regression revealed normoblastemia to be an independent predictive biomarker of short-term mortality in COVID-19. CONCLUSION Normoblastemia in COVID-19 is associated with markers of severe disease, extramedullary erythropoiesis, and adverse clinical outcome.
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Affiliation(s)
- Kenneth Ofori
- Department of Pathology and Cell Biology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical CenterNew York, NY, USA
| | - Diane Chen
- Department of Pathology and Cell Biology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical CenterNew York, NY, USA
| | - Jorge Sepulveda
- Department of Pathology, George Washington UniversityWashington, DC, USA
| | - Govind Bhagat
- Department of Pathology and Cell Biology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical CenterNew York, NY, USA
| | - Bachir Alobeid
- Department of Pathology and Cell Biology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical CenterNew York, NY, USA
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9
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Attia H, El Nagdy M, Abdel Halim RM. Preliminary Study of sCD14 and sCD163 as Predictors of Disease Severity and ICU Admission in COVID-19: Relation to Hematological Parameters, Blood Morphological Changes and Inflammatory Biomarkers. Mediterr J Hematol Infect Dis 2023; 15:e2023046. [PMID: 37705527 PMCID: PMC10497305 DOI: 10.4084/mjhid.2023.046] [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: 04/23/2023] [Accepted: 08/08/2023] [Indexed: 09/15/2023] Open
Abstract
Background and Objectives Research supports the role of monocyte/macrophage activation in COVID-19 immunopathology. This study aimed to evaluate sCD14 and sCD163 - the monocyte activation markers - and to investigate their relation to hematological parameters and blood morphology in COVID-19 infection. Methods This is a case-control study that included 70 COVID-19 patients. Patients were subdivided into two groups: 23 severely diseased ICU-admitted patients and another group of 47 non-ICU-admitted patients. sCD163 and sCD14 levels were determined using ELISA. Results sCD163 and sCD14 showed significantly higher levels in sera of patients compared to the control group, with significantly higher levels of sCD163 in ICU-admitted patients than non-ICU admitted patients. Receiver operating characteristic curve analysis demonstrated the usefulness of sCD163 with a cut-off value of 734 ng/mL as a potential marker to discriminate between ICU and non-ICU admitted COVID-19 patients (sensitivity of 81.16%; specificity of 96.67% and positive predictive value of 98% with area under the curve of 0.930). sCD163 levels showed a positive correlation with total white blood cells, absolute neutrophilic count, Neutrophil/Lymphocyte ratio, and a negative correlation with platelet count. sCD14 levels positively correlated with D-dimer values associated with a shift to the left and neutrophilic toxic granulations in blood morphology. Conclusion High sCD163 and sCD14 levels, hematological parameters, and blood morphology reflect monocyte activation in COVID-19 infection. sCD163 is a potential marker of disease severity. These findings support further study of therapeutics targeting macrophage activity in COVID-19 patients with high sCD163 levels.
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Affiliation(s)
- Hend Attia
- Clinical and Chemical Pathology-Haematology, School of Medicine, Newgiza University, Giza, Egypt
| | - Mona El Nagdy
- Clinical and Chemical Pathology, Kasr Alainy, Cairo University, Cairo, Egypt
| | - Radwa M Abdel Halim
- Clinical and Chemical Pathology, Kasr Alainy, Cairo University, Cairo, Egypt
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10
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Mohaghagh Zahed SF, Dabiri S, Javadi A, Movahednia S, Shamsi Meymandi Pharm M, Dabiri B, Khorasani Esmaili P, Rezaei MS, Faroukhnia M. Hematocytological Clues of Peripheral Blood in Different Clinical Presentations of COVID-19. IRANIAN JOURNAL OF PATHOLOGY 2023; 18:270-278. [PMID: 37942192 PMCID: PMC10628379 DOI: 10.30699/ijp.2023.561331.2963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 01/30/2023] [Indexed: 11/10/2023]
Abstract
Background To gain insight into the pathogenesis and clinical course of COVID-19 from a historical perspective, we reviewed paraclinical diagnostic tools of this disease and prioritized the patients with a more severe form of disease admitted to intensive care units (ICUs). The objective was to better predict the course and severity of the disease by collecting more paraclinical data, specifically by examining the relationship between hematological findings and cytological variation of blood neutrophils and monocytes. Methods This retrospective study was conducted on 112 patients with confirmed COVID-19 admitted to Imam Hossein Hospital (Tehran, Iran) from August to September 2020. Peripheral blood smears of these patients were differentiated according to several cytological variations of neutrophils and monocytes, and the correlation to the severity of the disease was specified. Results The mean percentages of degenerated monocytes, degenerated granulocytes, and spiky biky neutrophils were significantly different among critical and non-critical patients (P<0.05). Degenerated monocytes and granulocytes were higher in critical patients as opposed to spiky biky neutrophils, which were higher among non-critical ones. Comparing the peripheral blood smears of COVID-19 patients (regarding pulmonary involvement in chest computed tomography [CT] scans [subtle, mild, moderate, and severe groups]), the twisted form of neutrophils was significantly higher in the subtle group than in the mild and moderate groups (P=0.003). Conclusion Different cytological morphologies of neutrophils and monocytes, including degenerated monocytes, degenerated granulocytes, and spiky biky and twisted neutrophils, could help to predict the course and severity of the disease.
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Affiliation(s)
- Seyede Fakhri Mohaghagh Zahed
- Pathology and Stem Cells Research Centers, Pathology Department, Afzalipour Medical School, Kerman Medical Sciences University, Kerman, Iran
| | - Shahriar Dabiri
- Pathology and Stem Cells Research Centers, Pathology Department, Afzalipour Medical School, Kerman Medical Sciences University, Kerman, Iran
| | - Abdolreza Javadi
- Department of Pathology, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Sajjadeh Movahednia
- Pathology and Stem Cells Research Centers, Pathology Department, Afzalipour Medical School, Kerman Medical Sciences University, Kerman, Iran
| | - Manzumeh Shamsi Meymandi Pharm
- Pathology and Stem Cells Research Centers, Pathology Department, Afzalipour Medical School, Kerman Medical Sciences University, Kerman, Iran
| | - Bahram Dabiri
- Department of Pathology, NYU Long Island School of Medicine, NYU Langone Hospital, New York, United States of America
| | | | - Mitra Sadat Rezaei
- Department of Pathology, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- Virology Research Center, National Research Institute of Tuberculosis and Lung Disease, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mehrdad Faroukhnia
- Infectious Branch, Internal Medicine Department, Afzalipour Hospital, Kerman Medical Sciences University, Kerman, Iran
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11
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Abstract
Coronavirus disease 2019 is caused by severe acute respiratory syndrome coronavirus 2 and is associated with pronounced hematopathologic findings. Peripheral blood features are heterogeneous and very often include neutrophilia, lymphopenia, myeloid left shift, abnormally segmented neutrophils, atypical lymphocytes/plasmacytoid lymphocytes, and atypical monocytes. Bone marrow biopsies and aspirates are often notable for histiocytosis and hemophagocytosis, whereas secondary lymphoid organs may exhibit lymphocyte depletion, pronounced plasmacytoid infiltrates, and hemophagocytosis. These changes are reflective of profound innate and adaptive immune dysregulation, and ongoing research efforts continue to identify clinically applicable biomarkers of disease severity and outcome.
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Affiliation(s)
- Fabienne Lucas
- Department of Pathology, Brigham and Women's Hospital, 75 Francis Street, Boston, MA 02115, USA
| | - Sam Sadigh
- Department of Pathology, Brigham and Women's Hospital, 75 Francis Street, Boston, MA 02115, USA.
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12
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Ligi D, Lo Sasso B, Henry BM, Ciaccio M, Lippi G, Plebani M, Mannello F. Deciphering the role of monocyte and monocyte distribution width (MDW) in COVID-19: an updated systematic review and meta-analysis. Clin Chem Lab Med 2023; 61:960-973. [PMID: 36626568 DOI: 10.1515/cclm-2022-0936] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Accepted: 12/20/2022] [Indexed: 01/11/2023]
Abstract
The SARS-CoV-2 infection is characterized by both systemic and organ hyper-thromboinflammation, with a clinical course ranging from mild up-to critical systemic dysfunction and death. In patients with coronavirus disease 2019 (COVID-19) the monocyte/macrophage population is deeply involved as both trigger and target, assuming the value of useful diagnostic/prognostic marker of innate cellular immunity. Several studies correlated morphological and immunophenotypic alterations of circulating monocytes with clinical outcomes in COVID-19 patients, concluding that monocyte distribution width (MDW) may retain clinical value in stratifying the risk of disease worsening. Through an electronic search in Medline and Scopus we performed an updated literature review and meta-analysis aimed to explore the association between increased MDW levels and illness severity in COVID-19 patients, deciphering role(s) and function(s) of monocytes in the harmful network underlining SARS-CoV-2 infection. We found that significantly elevated MDW values were frequently present in COVID-19 patients who developed unfavorable clinical outcomes, compounded by a significant association between monocyte anisocytosis and SARS-CoV-2 outcomes. These findings suggest that blood MDW index and its scatter plot could represent useful routine laboratory tools for early identification of patients at higher risk of unfavorable COVID-19 and for monitoring the progression of viral infection, clinical outcomes, and therapeutic efficacy throughout hospitalization. According to this evidence, therapeutic decisions in patients with SARS-CoV-2 infection could benefit from monitoring MDW value, with administration of drugs limiting thrombo-inflammation due to monocyte hyper-activation in patients with severe/critical COVID-19 disease.
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Affiliation(s)
- Daniela Ligi
- Unit of Clinical Biochemistry, Section of Biochemistry and Biotechnology, Department of Biomolecular Sciences-DISB, University of Urbino Carlo Bo, Urbino, Italy
| | - Bruna Lo Sasso
- Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, Department of Biomedicine, Neurosciences and Advanced Diagnostics, BiND, University of Palermo, Palermo, Italy
| | - Brandon M Henry
- Clinical Laboratory, Division of Nephrology and Hypertension, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Marcello Ciaccio
- Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, Department of Biomedicine, Neurosciences and Advanced Diagnostics, BiND, University of Palermo, Palermo, Italy
| | - Giuseppe Lippi
- Section of Clinical Biochemistry and School of Medicine, University Hospital of Verona, Verona, Italy
| | - Mario Plebani
- Department of Laboratory Medicine, University-Hospital of Padova, Padova, Italy
| | - Ferdinando Mannello
- Unit of Clinical Biochemistry, Section of Biochemistry and Biotechnology, Department of Biomolecular Sciences-DISB, University of Urbino Carlo Bo, Urbino, Italy
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13
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Elemam NM, Talaat IM, Bayoumi FA, Zein D, Georgy R, Altamimi A, Alkhayyal N, Habbal A, Al Ali F, ElKhider A, Ahmed A, Abusnana S, Bendardaf R. Peripheral blood cell anomalies in COVID-19 patients in the United Arab Emirates: A single-centered study. Front Med (Lausanne) 2022; 9:1072427. [PMID: 36590943 PMCID: PMC9797815 DOI: 10.3389/fmed.2022.1072427] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 11/24/2022] [Indexed: 12/23/2022] Open
Abstract
Introduction In this study, we aimed at exploring the morphologic and quantitative abnormalities in the peripheral blood counts of coronavirus disease 2019 (COVID-19) patients. Methods A cohort of 131 COVID-19 patients was recruited at University Hospital Sharjah (UHS), UAE. Their peripheral blood smears were examined for morphological evaluation. Also, their clinical laboratory investigations and radiological findings were retrieved from the medical records. Our cohort consisted of 63 males and 68 females with an age of 63.6 ± 18.6 years. Results The presence of atypical lymphocytes was observed in around 80% of the recruited COVID-19 patients. Further, monocytes with toxic cytoplasmic vacuoles were identified in 55% of the cases. Neutrophil-associated changes, including pseudo-Pelger-Huët, bands, and long nuclear endoplasm, were reported in around 25-35% of the patients. RBCs associated changes such as microcytic and hypochromic RBCs, as well as targetoid, dacrocytes, ovalocytes, echinocytes/burr cells, and schistocytes, were described. According to disease severity, RBCs chromicity was found to be significantly different between stable and critical patients. COVID-19 patients with CO-RADS 5 showed a similar change in RBCs as well as a decrease in the neutrophils with hypogranular cytoplasm. Conclusion Peripheral blood smear assessment in COVID-19 patients could provide information about the disease state and pulmonary involvement.
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Affiliation(s)
- Noha Mousaad Elemam
- Clinical Sciences Department, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates,Sharjah Institute of Medical Research, University of Sharjah, Sharjah, United Arab Emirates
| | - Iman M. Talaat
- Clinical Sciences Department, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates,Sharjah Institute of Medical Research, University of Sharjah, Sharjah, United Arab Emirates,*Correspondence: Iman M. Talaat,
| | - Fatehia A. Bayoumi
- Clinical Sciences Department, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates,Medcare Hospital Sharjah, Sharjah, United Arab Emirates
| | - Dima Zein
- Nursing Department, University Hospital Sharjah, Sharjah, United Arab Emirates
| | - Ramy Georgy
- Medical Diagnostic Imaging Department, University Hospital Sharjah, Sharjah, United Arab Emirates
| | | | - Noura Alkhayyal
- Sharjah Institute of Medical Research, University of Sharjah, Sharjah, United Arab Emirates,Medical Laboratory Department, University Hospital Sharjah, Sharjah, United Arab Emirates
| | - Alaa Habbal
- Medical Laboratory Department, University Hospital Sharjah, Sharjah, United Arab Emirates
| | - Feda Al Ali
- Internal Medicine Department, University Hospital Sharjah, Sharjah, United Arab Emirates
| | - Alaa ElKhider
- Internal Medicine Department, University Hospital Sharjah, Sharjah, United Arab Emirates
| | - Abdallah Ahmed
- Internal Medicine Department, University Hospital Sharjah, Sharjah, United Arab Emirates
| | - Salah Abusnana
- Clinical Sciences Department, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates,Internal Medicine Department, University Hospital Sharjah, Sharjah, United Arab Emirates
| | - Riyad Bendardaf
- Clinical Sciences Department, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates,Internal Medicine Department, University Hospital Sharjah, Sharjah, United Arab Emirates,Riyad Bendardaf,
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14
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Hamdy ME, El‐Deeb AH, Hagag NM, Shahein MA, Liyanage NPM, Shalaan M, Hussein HA. SARS-CoV-2 infection of companion animals in Egypt and its risk of spillover. Vet Med Sci 2022; 9:13-24. [PMID: 36516308 PMCID: PMC9857097 DOI: 10.1002/vms3.1029] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Reverse zoonoses occur because of interactions between humans and animals. Homology of ACE-2 cell receptors in different hosts and high mutation rate of SARS-CoV-2 enhance viral transmission among species. OBJECTIVES This study aimed to investigate spillover of SARS-CoV-2 between humans and companion animals. METHODS A cross-sectional study was constructed using nasopharyngeal/oropharyngeal swabs, serum and blood samples collected from 66 companion animals (33 cats and 33 dogs) that were in contact with SARS-CoV-2-positive owners from December 2020 to March 2021. Swabs were screened by rRT-PCR and some positive cases were confirmed by partial spike gene sequencing. Clinical pathology and pathological studies were also performed. RESULTS Our findings revealed that 30% of cats (10/33) and 24% of dogs (8/33) were SARS-CoV-2 positive. While 33% of these animals were asymptomatic (6/18), 28% showed mild respiratory signs (5/18) and 39% displayed severe respiratory signs (7/18) including 4 dead cats 40% (4/10). Partial spike gene sequencing of 6 positive samples collected in December 2020 were identical to SARS-CoV-2 that was detected in humans in Egypt in that time frame. Clinical pathology findings revealed thrombocytopenia, lymphocytopenia, as well as elevated levels of D-dimer, LDH, CRP, and ferritin. Post-mortem and histopathological examinations illustrated multisystemic effects. CONCLUSIONS There is a potential occurrence of SARS-CoV-2 spillover between humans and pet animals. IMPACTS The present study highlighted the potential occurrence of SARS-CoV-2 spillover between humans and their companion animals. Biosecurity measures should be applied to decrease spread of SARS-CoV-2 among humans and pet animals.
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Affiliation(s)
- Mervat E. Hamdy
- Genome Research Unit, Animal Health Research InstituteAgriculture Research CentreGizaEgypt
| | - Ayman H. El‐Deeb
- Department of VirologyFaculty of Veterinary Medicine, Cairo UniversityGizaEgypt,Department of VirologyFaculty of Veterinary MedicineKing Salman International UniversitySouth SinaiEgypt
| | - Naglaa M. Hagag
- Genome Research Unit, Animal Health Research InstituteAgriculture Research CentreGizaEgypt
| | - Momtaz A. Shahein
- Department of Virology, Animal Health Research InstituteAgriculture Research CentreGizaEgypt
| | - Namal P. M. Liyanage
- Department of Microbial Infection and Immunity, College of MedicineOhio State UniversityColumbusOhioUSA,Department of Veterinary Biosciences, College of Veterinary MedicineOhio State UniversityColumbusOhioUSA
| | - Mohamed Shalaan
- Faculty of Veterinary MedicineDepartment of PathologyCairo UniversityGizaEgypt
| | - Hussein A. Hussein
- Department of VirologyFaculty of Veterinary Medicine, Cairo UniversityGizaEgypt
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15
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Refaat L, Abdellateif MS, Bayoumi A, Khafagy M, Kandeel EZ, Nooh HA. Detection of abnormal lymphocytes in the peripheral blood of COVID-19 cancer patients: diagnostic and prognostic possibility. Hematology 2022; 27:745-756. [PMID: 35724413 DOI: 10.1080/16078454.2022.2089830] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Peripheral morphological abnormalities play important roles in the early diagnosis and prognosis of the COVID-19 infection. The aim of the present study was to assess the morphological alterations in the peripheral blood (PB) cells in patients with COVID-19 infection, with special attention to a different group of atypical lymphocytes that had been observed in the PB of COVID-19 cancer and non-cancer patients. METHODS The PB cells were examined in 84 COVID-19 positive cancer patients, and 20 COVID-19 positive non-cancer patients, compared to 30 healthy normal controls. The data were correlated to the disease severity, patients' clinicopathological features, and outcomes. RESULTS There was an increased incidence of giant platelets, neutrophils shifting left, and abnormal monocytes in the COVID-19 positive cancer and non-cancer patients compared to the control group (P < .001, P < .001 and P = .014; respectively). Neutrophils with abnormal toxic granulations, Pseudo Pelger-Heut abnormality, and reactive lymphocytes were significantly increased in COVID-19 cancer patients compared to COVID-19 non-cancer patients and the control group (P = .001, P < .001, and P < .001; respectively). An abnormal form of lymphocytes' morphological changes (Covicytes) was significantly detected in COVID-19 cancer patients [60.7% (51/84)], and in COVID-19 non-cancer patients [55% (11/20)], while it was absent in the normal controls [0.0% (0/30), P < 0.001]. The presence of the Covicytes is associated significantly with a better prognosis in cancer and non-cancer COVID-19 patients. CONCLUSION Covicytes could be a useful marker supporting the diagnosis of SARS-COV-2 infection, and it is associated with a favorable prognosis.
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Affiliation(s)
- Lobna Refaat
- Clinical Pathology Department, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Mona S Abdellateif
- Medical Biochemistry and Molecular Biology, Cancer Biology Department, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Ahmed Bayoumi
- Pediatric Oncology Department, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Medhat Khafagy
- Surgical Oncology Department, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Eman Z Kandeel
- Clinical Pathology Department, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Hend A Nooh
- Clinical Pathology Department, National Cancer Institute, Cairo University, Cairo, Egypt
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16
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Zini G, d'Onofrio G. Coronavirus disease 2019 (COVID-19): Focus on peripheral blood cell morphology. Br J Haematol 2022; 200:404-419. [PMID: 36203344 PMCID: PMC9874661 DOI: 10.1111/bjh.18489] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 09/13/2022] [Accepted: 09/19/2022] [Indexed: 02/07/2023]
Abstract
Numerous studies have shown peculiar morphological anomalies in COVID-19 patients' smears. We searched all the peer-reviewed scientific publications that explicitly reference the cytomorphological alterations on peripheral blood smears of patients with COVID-19. We extracted data from sixty-five publications (case reports, patient group studies, reviews, and erythrocyte morphology studies). The results show that frequent alterations concern the morphology of lymphocytes (large lymphocytes with weakly basophilic cytoplasm, plasmacytoid lymphocytes, large granular lymphocytes). Neutrophils display abnormal nuclei and cytoplasm in a distinctive cytomorphological picture. Besides a left shift in maturation, granulations can be increased (toxic type) or decreased with areas of basophilia. Nuclei are often hyposegmented (pseudo-Pelger-Huёt anomaly). Apoptotic or pycnotic cells are not uncommon. Monocytes typically have a large cytoplasm loaded with heterogeneous and coalescing vacuoles. Platelets show large and giant shapes. The presence of erythrocyte fragments and schistocytes is especially evident in the forms of COVID-19 that are associated with thrombotic microangiopathies. Such atypia of blood cells reflects the generalized activation in severe COVID-19, which has been demonstrated with immunophenotypic, molecular, genetic, and functional methods. Neutrophils, in particular, are involved in the pathophysiology of hyperinflammation with cytokine storm, which characterizes the most unfavorable evolution.
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Affiliation(s)
- Gina Zini
- HaematologyCatholic University of Sacred HeartRomeItaly,Fondazione Policlinico Universitario Agostino Gemelli IRCCSRomeItaly
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17
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Alkahtani AM, Alraey Y, Zaman GS, Al‐Shehri H, Alghamdi IS, Chandramoorthy HC, Al-Hakami AM, Alamri AM, Alshehri HA. Haematological Traits in Symptomatic and Asymptomatic COVID-19 Positive Patients for Predicting Severity and Hospitalization. J Blood Med 2022; 13:447-459. [PMID: 36062061 PMCID: PMC9432386 DOI: 10.2147/jbm.s365218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 06/29/2022] [Indexed: 11/23/2022] Open
Abstract
Objective The present investigation aims on the clinical attributes and haematological parameters between symptomatic (COVID-19 ICU) and asymptomatic (COVID-19 homes isolation) patients as predisposing sign for COVID-19 related mortality. Materials and Methods A retrospective cohort research was conducted of admitted patients to ICU, who were suffering from severe COVID-19 in Aseer Central Hospital, Abha, Kingdom of Saudi Arabia (KSA) from July 2020 until September 2020. The study included individuals with COVID -19 and ICU admission as symptomatic group and others who are COVID-19 positives with quarantine as asymptomatic group. Epidemiological, clinical and haematological laboratory data were retrospectively collected, analysed with control subjects. Results Of the 38 ICU patients studied, the most common symptoms were fever and respiratory distress (100%), cough (86.8%). Majority were of Saudi origin (78.9%). Eighteen (47.4%) COVID-19 ICU patients showed leukocytosis, 6 (15.8%) had severe thrombocytopenia (with most having thrombocytopenia), 18 (47.4%) were anaemic. A significant correlation was observed between the WBC, RBC, Hb, platelets, neutrophil and lymphocyte count between ICU inmates compared with quarantine (p < 0.001) and RBC, Hb, neutrophil and lymphocyte count with control groups (p < 0.001). Conclusion From the observations it is evident that, the blood tests have potential clinical value in predicting COVID-19 progression. Further, patient characteristics including age, leukocyte count, RBC, platelets and differential leukocyte counts may be significant predictors for monitoring the progression of the critical illness observed in SARS-COV-2 patients. Also, treatment procedures can be re-defined further to reduce COVID-19 mortalities in more critically ill COVID-19 individuals.
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Affiliation(s)
- Abdullah M Alkahtani
- Department of Microbiology and Clinical Parasitology, College of Medicine, King Khalid University, Abha, Saudi Arabia
| | - Yasser Alraey
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, King Khalid University, Abha, Saudi Arabia
| | - Gaffar Sarwar Zaman
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, King Khalid University, Abha, Saudi Arabia
| | - Hajri Al‐Shehri
- Central Laboratory, Assir Central Hospital, Ministry of Health, Abha, Saudi Arabia
| | | | - Harish C Chandramoorthy
- Department of Microbiology and Clinical Parasitology, College of Medicine, King Khalid University, Abha, Saudi Arabia
- Center for Stem Cell Research, College of Medicine, King Khalid University, Abha, Saudi Arabia
| | - Ahmed M Al-Hakami
- Department of Microbiology and Clinical Parasitology, College of Medicine, King Khalid University, Abha, Saudi Arabia
- Center for Stem Cell Research, College of Medicine, King Khalid University, Abha, Saudi Arabia
| | - Ahmad M Alamri
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, King Khalid University, Abha, Saudi Arabia
- Cancer Research Unit, King Khalid University, Abha, Saudi Arabia
| | - Hassan Ali Alshehri
- Central Laboratory, Assir Central Hospital, Ministry of Health, Abha, Saudi Arabia
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18
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Cooke CL, Kim K, Xu S, Chaware A, Yao X, Yang X, Neff J, Pittman P, McCall C, Glass C, Jiang XS, Horstmeyer R. A multiple instance learning approach for detecting COVID-19 in peripheral blood smears. PLOS DIGITAL HEALTH 2022; 1:e0000078. [PMID: 36812577 PMCID: PMC9931330 DOI: 10.1371/journal.pdig.0000078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 06/21/2022] [Indexed: 11/19/2022]
Abstract
A wide variety of diseases are commonly diagnosed via the visual examination of cell morphology within a peripheral blood smear. For certain diseases, such as COVID-19, morphological impact across the multitude of blood cell types is still poorly understood. In this paper, we present a multiple instance learning-based approach to aggregate high-resolution morphological information across many blood cells and cell types to automatically diagnose disease at a per-patient level. We integrated image and diagnostic information from across 236 patients to demonstrate not only that there is a significant link between blood and a patient's COVID-19 infection status, but also that novel machine learning approaches offer a powerful and scalable means to analyze peripheral blood smears. Our results both backup and enhance hematological findings relating blood cell morphology to COVID-19, and offer a high diagnostic efficacy; with a 79% accuracy and a ROC-AUC of 0.90.
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Affiliation(s)
- Colin L. Cooke
- Electrical and Computer Engineering Department, Duke University, United States of America
| | - Kanghyun Kim
- Biomedical Engineering Department, Duke University, United States of America
| | - Shiqi Xu
- Biomedical Engineering Department, Duke University, United States of America
| | - Amey Chaware
- Biomedical Engineering Department, Duke University, United States of America
| | - Xing Yao
- Biomedical Engineering Department, Duke University, United States of America
| | - Xi Yang
- Biomedical Engineering Department, Duke University, United States of America
| | - Jadee Neff
- Department of Pathology, Duke University Medical Center, United States of America
| | - Patricia Pittman
- Department of Pathology, Duke University Medical Center, United States of America
| | - Chad McCall
- Department of Pathology, Duke University Medical Center, United States of America
| | - Carolyn Glass
- Department of Pathology, Duke University Medical Center, United States of America
| | - Xiaoyin Sara Jiang
- Department of Pathology, Duke University Medical Center, United States of America
| | - Roarke Horstmeyer
- Electrical and Computer Engineering Department, Duke University, United States of America
- Biomedical Engineering Department, Duke University, United States of America
- * E-mail:
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19
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Marchi G, Bozzini C, Bertolone L, Dima F, Busti F, Castagna A, Stranieri C, Fratta Pasini AM, Friso S, Lippi G, Girelli D, Vianello A. Red Blood Cell Morphologic Abnormalities in Patients Hospitalized for COVID-19. Front Physiol 2022; 13:932013. [PMID: 35860651 PMCID: PMC9289213 DOI: 10.3389/fphys.2022.932013] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 06/14/2022] [Indexed: 12/16/2022] Open
Abstract
Peripheral blood smear is a simple laboratory tool, which remains of invaluable help for diagnosing primary and secondary abnormalities of blood cells despite advances in automated and molecular techniques. Red blood cells (RBCs) abnormalities are known to occur in many viral infections, typically in the form of mild normo-microcytic anemia. While several hematological alterations at automated complete blood count (including neutrophilia, lymphopenia, and increased red cell distribution width—RDW) have been consistently associated with severity of COVID-19, there is scarce information on RBCs morphological abnormalities, mainly as case-reports or small series of patients, which are hardly comparable due to heterogeneity in sampling times and definition of illness severity. We report here a systematic evaluation of RBCs morphology at peripheral blood smear in COVID-19 patients within the first 72 h from hospital admission. One hundred and fifteen patients were included, with detailed collection of other clinical variables and follow-up. A certain degree of abnormalities in RBCs morphology was observed in 75 (65%) patients. Heterogenous alterations were noted, with spiculated cells being the more frequent morphology. The group with >10% RBCs abnormalities had more consistent lymphopenia and thrombocytopenia compared to those without abnormalities or <10% RBCs abnormalities (p < 0.018, and p < 0.021, respectively), thus underpinning a possible association with an overall more sustained immune-inflammatory “stress” hematopoiesis. Follow-up analysis showed a different mortality rate across groups, with the highest rate in those with more frequent RBCs morphological alterations compared to those with <10% or no abnormalities (41.9%, vs. 20.5%, vs. 12.5%, respectively, p = 0.012). Despite the inherent limitations of such simple association, our results point out towards further studies on erythropoiesis alterations in the pathophysiology of COVID-19.
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Affiliation(s)
- Giacomo Marchi
- Section of Internal Medicine, Department of Medicine, University of Verona, Verona, Italy
- EuroBloodNet Referral Center for Rare Hematological Disorders, University of Verona, Verona, Italy
| | - Claudia Bozzini
- Section of Internal Medicine, Department of Medicine, University of Verona, Verona, Italy
- EuroBloodNet Referral Center for Rare Hematological Disorders, University of Verona, Verona, Italy
| | - Lorenzo Bertolone
- Section of Internal Medicine, Department of Medicine, University of Verona, Verona, Italy
- EuroBloodNet Referral Center for Rare Hematological Disorders, University of Verona, Verona, Italy
| | - Francesco Dima
- Section of Clinical Biochemistry, University of Verona, Verona, Italy
| | - Fabiana Busti
- Section of Internal Medicine, Department of Medicine, University of Verona, Verona, Italy
- EuroBloodNet Referral Center for Rare Hematological Disorders, University of Verona, Verona, Italy
| | - Annalisa Castagna
- Section of Internal Medicine, Department of Medicine, University of Verona, Verona, Italy
- EuroBloodNet Referral Center for Rare Hematological Disorders, University of Verona, Verona, Italy
| | - Chiara Stranieri
- Section of Internal Medicine, Department of Medicine, University of Verona, Verona, Italy
- EuroBloodNet Referral Center for Rare Hematological Disorders, University of Verona, Verona, Italy
| | | | - Simonetta Friso
- Section of Internal Medicine, Department of Medicine, University of Verona, Verona, Italy
| | - Giuseppe Lippi
- Section of Clinical Biochemistry, University of Verona, Verona, Italy
| | - Domenico Girelli
- Section of Internal Medicine, Department of Medicine, University of Verona, Verona, Italy
- EuroBloodNet Referral Center for Rare Hematological Disorders, University of Verona, Verona, Italy
| | - Alice Vianello
- Section of Internal Medicine, Department of Medicine, University of Verona, Verona, Italy
- EuroBloodNet Referral Center for Rare Hematological Disorders, University of Verona, Verona, Italy
- *Correspondence: Alice Vianello, , orcid.org/0000-0002-2428-4760
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20
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Jain S, Meena R, Kumar V, Kaur R, Tiwari U. Comparison of haematologic abnormalities between hospitalized Coronavirus disease 2019 (COVID-19) positive and negative patients with correlation to disease severity and outcome. J Med Virol 2022; 94:3757-3767. [PMID: 35467029 PMCID: PMC9088404 DOI: 10.1002/jmv.27793] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 04/10/2022] [Accepted: 04/14/2022] [Indexed: 01/08/2023]
Abstract
Peripheral blood smear (PBS) changes in coronavirus disease 2019 (COVID‐19) are diverse and have been reported in the literature in the form of case series with relatively smaller sample sizes and with a handful of studies showing the association between PBS and clinical severity. This study aims to highlight the numerical and morphological changes in peripheral blood of COVID‐19 patients and to compare the same in intensive care unit (ICU) and non‐ICU settings as well as with disease severity and outcome. The study included 80 COVID‐19 positive (41 ICU and 39 non‐ICU) patients and 32 COVID‐19 negative ICU patients. Complete blood counts (CBCs) and PBS findings were studied and scored by two pathologists blindfolded. Absolute lymphocyte count (ALC) and absolute eosinophil count (AEC) were significantly lower in COVID‐19 positive cases as compared to the COVID‐19 negative group (p = 0.001 and p = 0.001). COVID‐19 positive group showed significant left myeloid shift (p = 0.021), Dohle bodies (p = 0.025) with significant prominence of acquired pseudo–Pelger–Huët anomaly, ring‐shaped neutrophils, monolobate neutrophils, and plasmacytoid lymphocytes as compared to control group (p = 0.000, p = 0.009, p = 0.046, and p = 0.011, respectively). The overall mean white blood cell (WBC) counts were higher in COVID‐19 positive ICU patients as compared to non‐ICU COVID patients with significant shift to left, presence of ring‐shaped neutrophils, monocyte vacuolation, and large granular lymphocytes (p = 0.017, p = 0.007, p = 0.008, and p = 0.004, respectively). Deceased group showed significantly higher WBC count (p = 0.018) with marked neutrophilia (p = 0.024) and toxic granulation (p = 0.01) with prominence of monocyte vacuolization, ring‐shaped neutrophils, large granular lymphocytes, and reactive lymphocytes. Parameters like myeloid left shift, ring‐shaped neutrophils, monocyte vacuolation, and large granular lymphocytes emerged as highly sensitive markers of disease severity. Therefore, serial CBC with comprehensive PBS analysis should be done in every newly diagnosed hospitalized COVID‐19 patient which potentially predicts the course of the disease.
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Affiliation(s)
- Swasti Jain
- Department of Pathology, Atal Bihari Vajpayee Institute of Medical Sciences and Dr. Ram Manohar Lohia Hospital, New Delhi, India
| | - Rachana Meena
- Department of Pathology, Atal Bihari Vajpayee Institute of Medical Sciences and Dr. Ram Manohar Lohia Hospital, New Delhi, India
| | - Vijay Kumar
- Department of Pathology, Atal Bihari Vajpayee Institute of Medical Sciences and Dr. Ram Manohar Lohia Hospital, New Delhi, India
| | - Ranvinder Kaur
- Department of Anaesthesia and Intensive Care, Atal Bihari Vajpayee Institute of Medical Sciences and Dr. Ram Manohar Lohia Hospital, New Delhi, India
| | - Umesh Tiwari
- Department of Pathology, Atal Bihari Vajpayee Institute of Medical Sciences and Dr. Ram Manohar Lohia Hospital, New Delhi, India
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21
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Tandara L, Filipi P, Supe Domic D, Kresic B, Ivcic I, Stojanovic Stipic S, Rubic Z, Tandara M. Laboratory medicine in pandemic of COVID-19. Biochem Med (Zagreb) 2022; 32:020501. [PMID: 35464749 PMCID: PMC8996317 DOI: 10.11613/bm.2022.020501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Accepted: 02/01/2022] [Indexed: 11/01/2022] Open
Abstract
After the outbreak in China in the year 2019, severe acute respiratory syndrome Coronavirus 2 (SARS-CoV-2) quickly spread around the world causing a protracted pandemic. Approximately one-third of infections appear to be asymptomatic. Symptomatic disease is characterized primarily by symptoms of respiratory tract infection of varying severity. But Coronavirus Disease 2019 (COVID-19) is much more than an acute respiratory disease because SARS-CoV-2 affects many organs inducing a vast number of symptoms such as cardiovascular, neurological, gastrointestinal, dermatological, with numerous complications. Short and long-term effects of infection, severe ones, and especially mild forms of the disease which affect a huge number of patients need to be further investigated. Laboratory medicine has a crucial role in early diagnosis of the disease, recognition of the patients who need hospital care, and close monitoring of hospitalized patients to timely identify associated clinical complications as well as follow-up of patients with long-term COVID-19.
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Affiliation(s)
- Leida Tandara
- Department of Medical Laboratory Diagnostic, University Hospital Split, Split, Croatia
- University of Split School of Medicine, Split, Croatia
- Corresponding author:
| | - Petra Filipi
- Department of Medical Laboratory Diagnostic, University Hospital Split, Split, Croatia
| | - Daniela Supe Domic
- Department of Medical Laboratory Diagnostic, University Hospital Split, Split, Croatia
- University Department of Health Studies, University of Split, Split, Croatia
| | - Branka Kresic
- Department of Medical Laboratory Diagnostic, University Hospital Split, Split, Croatia
| | - Ivo Ivcic
- University of Split School of Medicine, Split, Croatia
- Clinic for Infectious Diseases, University Hospital Split, Split, Croatia
| | - Sanda Stojanovic Stipic
- University of Split School of Medicine, Split, Croatia
- Department of Anaesthesiology and Intensive Care, University Hospital Split, Split, Croatia
| | - Zana Rubic
- University of Split School of Medicine, Split, Croatia
- Department of Clinical Microbiology, University Hospital Split, Split, Croatia
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22
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Naqvi S, Awasthi NP, Das PK, Husain N. Leukoerythroblastosis – An unsusal presentation of COVID 19 infection. CLINICAL EPIDEMIOLOGY AND GLOBAL HEALTH 2022; 15:101026. [PMID: 35317212 PMCID: PMC8931990 DOI: 10.1016/j.cegh.2022.101026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 01/15/2022] [Accepted: 03/11/2022] [Indexed: 12/15/2022] Open
Abstract
Objectives Although several peripheral blood abnormalities have been reported in COVID 19,Leukoerythroblastosis is an unusual finding. We report 33 COVID19 cases presenting with leukoerythroblastosis. We intend to describe its incidence in this novel viral infection and correlate it with the clinical outcome. Methods It is a Prospective study done at a Level 3 COVID 19 hospital of LUCKNOW, INDIA. Hematologic test records of day 1 of admission of COVID 19 cases admitted from 20th August 2020 to 30th September 2020 were reviewed. Peripheral blood smear examination was performed on test results that were flagged for abnormalities. Leukoerythroblastosis was reported when the smears showed presence of granulocyte left shift and nucleated red blood cells. Follow up smears were examined on Day 7. The findings were correlated with the clinical outcome. Results Out of 274 slides reviewed, 33 (12%) showed a leukoerythroblastic picture on day 1 of admission. Follow up smears on day 7 were available in 76% (25/33) cases. The follow up smears showed improvement in 13 cases, worsening in 9 cases and no changes in 3 cases. There were total 19 (58%) deaths. 12 patients (36%) recovered and 2 patients (6%) were shifted to other hospitals whose further follow up was not available. Conclusions Leukoerythroblastosis is an unusual presentation of COVID 19. Although rare, this peripheral blood abnormality can provide insight into the underlying pathophysiologic processes. Furthermore, it seems to be an adverse prognostic factor, so examination of follow up smears may help clinicians and intensivists to make prompt management decisions.
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Affiliation(s)
- Shareh Naqvi
- Emergency Laboratory, RPGN COVID Hospital, Dr. Ram Manohar Lohia Institue of Medical Sciences, Lucknow, India
| | - Namrata P Awasthi
- Pathology, Dr. Ram Manohar Lohia Institute of Medical Sciences, Lucknow, India
| | - Pravin K Das
- Anaesthesiology, Dr. Ram Manohar Lohia Institute of Medical Sciences, Lucknow, India
| | - Nuzhat Husain
- Pathology, Dr. Ram Manohar Lohia Institute of Medical Sciences, Lucknow, India
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23
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La Sala L, Gandini S, Bruno A, Allevi R, Gallazzi M, Senesi P, Palano MT, Meregalli P, Longhi E, Sommese C, Luzi L, Trabucchi E. SARS-CoV-2 Immunization Orchestrates the Amplification of IFNγ-Producing T Cell and NK Cell Persistence. Front Immunol 2022; 13:798813. [PMID: 35237261 PMCID: PMC8882867 DOI: 10.3389/fimmu.2022.798813] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 01/21/2022] [Indexed: 12/13/2022] Open
Abstract
A successful vaccination would represent the most efficient means to control the pandemic of Coronavirus Disease-19 (COVID-19) that led to millions of deaths worldwide. Novel mRNA-based vaccines confer protective immunity against SARS-CoV-2, but whether immunity is immediately effective and how long it will remain in recipients are uncertain. We sought to assess the effectiveness of a two-dose regimen since the boosts are often delayed concerning the recommended intervals.MethodsA longitudinal cohort of healthcare workers (HCW, N = 46; 30.4% men; 69.6% women; mean age 36.05 ± 2.2 years) with no SARS-CoV-2 infection as documented by negative polymerase chain reaction was immunophenotyped in PBMC once a week for 4 weeks from the prime immunization (Pfizer mRNA BNT162b2) and had received 2 doses, to study the kinetic response.ResultsWe identified three risk groups to develop SARS-CoV-2 infection IgG+-based (late responders, R-; early responders, R+; pauci responders, PR). In all receipts, amplification of B cells and NK cells, including IL4-producing B cells and IL4-producing CD8+ T cells, is early stimulated by the vaccine. After the boost, we observed a growing increase of NK cells but a resistance of T cells, IFNγ-producing CD4+T cells, and IFNγ-producing NK cells. Also, hematologic parameters decline until the boost. The positive association of IFNγ-producing NK with IFNγ-producing CD4+T cells by the multiple mixed-effect model, adjusted for confounders (p = 0.036) as well as the correlation matrix (r = 0.6, p < 0.01), suggests a relationship between these two subsets of lymphocytes.ConclusionsThese findings introduce several concerns about policy delay in vaccination: based on immunological protection, B cells and the persistent increase of NK cells during 2 doses of the mRNA-based vaccine could provide further immune protection against the virus, while CD8+ T cells increased slightly only in the R+ and PR groups.
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Affiliation(s)
- Lucia La Sala
- Lab of Cardiovascular Diabetology and Dysmetabolic Disease, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) MultiMedica, Milan, Italy
- *Correspondence: Lucia La Sala,
| | - Sara Gandini
- Department of Experimental Oncology, European Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Antonino Bruno
- Laboratory of Innate Immunity, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) MultiMedica, Milan, Italy
| | - Raffaele Allevi
- Department of Biomedical and Clinical Sciences “L. Sacco”, University of Milan, Milan, Italy
| | - Matteo Gallazzi
- Laboratory of Immunology and General Pathology, Department of Biotechnology and Life Sciences, University of Insubria, Varese, Italy
| | - Pamela Senesi
- Lab of Cardiovascular Diabetology and Dysmetabolic Disease, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) MultiMedica, Milan, Italy
- Department of Biomedical Sciences for Health, University of Milan, Milan, Italy
| | - Maria Teresa Palano
- Laboratory of Innate Immunity, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) MultiMedica, Milan, Italy
| | - Paola Meregalli
- Lab of Cardiovascular Diabetology and Dysmetabolic Disease, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) MultiMedica, Milan, Italy
| | - Ermanno Longhi
- Lab of Cardiovascular Diabetology and Dysmetabolic Disease, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) MultiMedica, Milan, Italy
| | - Carmen Sommese
- Lab of Cardiovascular Diabetology and Dysmetabolic Disease, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) MultiMedica, Milan, Italy
| | - Livio Luzi
- Lab of Cardiovascular Diabetology and Dysmetabolic Disease, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) MultiMedica, Milan, Italy
- Department of Biomedical Sciences for Health, University of Milan, Milan, Italy
| | - Emilio Trabucchi
- Lab of Cardiovascular Diabetology and Dysmetabolic Disease, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) MultiMedica, Milan, Italy
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Hadique S, Badami V, Sangani R, Forte M, Alexander T, Goswami A, Garrison A, Wen S. Coagulation Studies Are Not Predictive of Hematological Complications of COVID-19 Infection. TH OPEN 2022; 6:e1-e9. [PMID: 35059556 PMCID: PMC8763459 DOI: 10.1055/s-0041-1742225] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 11/19/2021] [Indexed: 01/08/2023] Open
Abstract
Objectives Thrombotic and bleeding complications are common in COVID-19 disease. In a prospective study, we performed a comprehensive panel of tests to predict the risk of bleeding and thrombosis in patients admitted with hypoxic respiratory failure due to severe COVID-19 infection. Methods We performed a single center (step down and intensive care unit [ICU] at a quaternary care academic hospital) prospective study. Sequentially enrolled adult (≥18 years) patients were admitted with acute hypoxic respiratory failure due to COVID-19 between June 2020 and November 2020. Several laboratory markers of coagulopathy were tested after informed and written consent. Results Thirty-three patients were enrolled. In addition to platelet counts, prothrombin time, and activated partial thromboplastin time, a series of protocol laboratories were collected within 24 hours of admission. These included Protein C, Protein S, Antithrombin III, ADAMTS13, fibrinogen, ferritin, haptoglobin, and peripheral Giemsa smear. Patients were then monitored for the development of hematological (thrombotic and bleeding) events and followed for 30 days after discharge. Twenty-four patients (73%) required ICU admissions. At least one laboratory abnormality was detected in 100% of study patients. Nine patients (27%) suffered from significant hematological events, and four patients had a clinically significant bleeding event requiring transfusion. No significant association was observed between abnormalities of coagulation parameters and the incidence of hematologic events. However, a higher SOFA score (10.89 ± 3.48 vs. 6.92 ± 4.10, p = 0.016) and CKD (5/9 [22.2%] vs. 2/24 [12.5%] p = 0.009) at baseline were associated with the development of hematologic events. 33.3% of patients died at 30 days. Mortality was similar in those with and without hematological events. Reduced ADAMTS13 level was significantly associated with mortality. Conclusion Routine extensive testing of coagulation parameters did not predict the risk of bleeding and thrombosis in COVID-19 patients. Thrombotic and bleeding events in COVID-19 patients are not associated with a higher risk of mortality. Interestingly, renal dysfunction and a high SOFA score were found to be associated with increased risk of hematological events.
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Affiliation(s)
- Sarah Hadique
- Department of Internal Medicine, Section of Pulmonary, Critical Care & Sleep Medicine, West Virginia University, Morgantown, West Virginia, United States
| | - Varun Badami
- Department of Internal Medicine, Section of Pulmonary, Critical Care & Sleep Medicine, West Virginia University, Morgantown, West Virginia, United States
| | - Rahul Sangani
- Department of Internal Medicine, Section of Pulmonary, Critical Care & Sleep Medicine, West Virginia University, Morgantown, West Virginia, United States
| | - Michael Forte
- Department of Internal Medicine, Section of Pulmonary, Critical Care & Sleep Medicine, West Virginia University, Morgantown, West Virginia, United States
| | - Talia Alexander
- Department of Epidemiology and Biostatistics, West Virginia University, Morgantown, West Virginia, United States
| | - Aarti Goswami
- Department of Pathology, Anatomy and Laboratory Medicine, West Virginia University, Morgantown, West Virginia, United States
| | - Adriana Garrison
- Department of Pathology, Anatomy and Laboratory Medicine, West Virginia University, Morgantown, West Virginia, United States
| | - Sijin Wen
- Department of Epidemiology and Biostatistics, West Virginia University, Morgantown, West Virginia, United States
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Al-Saadi EAKD, Abdulnabi MA. Hematological changes associated with COVID-19 infection. J Clin Lab Anal 2022; 36:e24064. [PMID: 34783405 PMCID: PMC8646489 DOI: 10.1002/jcla.24064] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 09/02/2021] [Accepted: 09/09/2021] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND The unresolved COVID-19 pandemic considerably impacts the health services in Iraq and worldwide. Consecutive waves of mutated virus increased virus spread and further constrained health systems. Although molecular identification of the virus by polymerase chain reaction is the only recommended method in diagnosing COVID-19 infection, radiological, biochemical, and hematological studies are substantially important in risk stratification, patient follow-up, and outcome prediction. AIM This narrative review summarized the hematological changes including the blood indices, coagulative indicators, and other associated biochemical laboratory markers in different stages of COVID-19 infection, highlighting the diagnostic and prognostic significance. METHODS Literature search was conducted for multiple combinations of different hematological tests and manifestations with novel COVID-19 using the following key words: "hematological," "complete blood count," "lymphopenia," "blood indices," "markers" "platelet" OR "thrombocytopenia" AND "COVID-19," "coronavirus2019," "2019-nCoV," OR "SARS-CoV-2." Articles written in the English language and conducted on human samples between December 2019 and January 2021 were included. RESULTS Hematological changes are not reported in asymptomatic or presymptomatic COVID-19 patients. In nonsevere cases, hematological changes are subtle, included mainly lymphocytopenia (80.4%). In severe, critically ill patients and those with cytokine storm, neutrophilia, lymphocytopenia, elevated D-dimer, prolonged PT, and reduced fibrinogen are predictors of disease progression and adverse outcome. CONCLUSION Monitoring hematological changes in patients with COVID-19 can predict patients needing additional care and stratify the risk for severe course of the disease. More studies are required in Iraq to reflect the hematological changes in COVID-19 as compared to global data.
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Affiliation(s)
| | - Marwa Ali Abdulnabi
- Department of pathology, Al-Kindy College of Medicine University of Baghdad, Baghdad, Iraq
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26
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deKay JT, Emery IF, Rud J, Eldridge A, Lord C, Gagnon DJ, May TL, Herrera VLM, Ruiz-Opazo N, Riker RR, Sawyer DB, Ryzhov S, Seder DB. DEspR high neutrophils are associated with critical illness in COVID-19. Sci Rep 2021; 11:22463. [PMID: 34789851 PMCID: PMC8599677 DOI: 10.1038/s41598-021-01943-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 11/08/2021] [Indexed: 12/15/2022] Open
Abstract
SARS-CoV-2 infection results in a spectrum of outcomes from no symptoms to widely varying degrees of illness to death. A better understanding of the immune response to SARS-CoV-2 infection and subsequent, often excessive, inflammation may inform treatment decisions and reveal opportunities for therapy. We studied immune cell subpopulations and their associations with clinical parameters in a cohort of 26 patients with COVID-19. Following informed consent, we collected blood samples from hospitalized patients with COVID-19 within 72 h of admission. Flow cytometry was used to analyze white blood cell subpopulations. Plasma levels of cytokines and chemokines were measured using ELISA. Neutrophils undergoing neutrophil extracellular traps (NET) formation were evaluated in blood smears. We examined the immunophenotype of patients with COVID-19 in comparison to that of SARS-CoV-2 negative controls. A novel subset of pro-inflammatory neutrophils expressing a high level of dual endothelin-1 and VEGF signal peptide-activated receptor (DEspR) at the cell surface was found to be associated with elevated circulating CCL23, increased NETosis, and critical-severity COVID-19 illness. The potential to target this subpopulation of neutrophils to reduce secondary tissue damage caused by SARS-CoV-2 infection warrants further investigation.
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Affiliation(s)
- Joanne T deKay
- Maine Medical Center Research Institute, 81 Research Drive, Scarborough, ME, 04074, USA
| | - Ivette F Emery
- Maine Medical Center Research Institute, 81 Research Drive, Scarborough, ME, 04074, USA
| | - Jonathan Rud
- Department of Critical Care Services, Maine Medical Center, 22 Bramhall St, Portland, ME, 04105, USA
| | - Ashley Eldridge
- Department of Critical Care Services, Maine Medical Center, 22 Bramhall St, Portland, ME, 04105, USA
| | - Christine Lord
- Department of Critical Care Services, Maine Medical Center, 22 Bramhall St, Portland, ME, 04105, USA
| | - David J Gagnon
- Maine Medical Center Research Institute, 81 Research Drive, Scarborough, ME, 04074, USA
- Department of Critical Care Services, Maine Medical Center, 22 Bramhall St, Portland, ME, 04105, USA
- Tufts University School of Medicine, Boston, MA, USA
| | - Teresa L May
- Maine Medical Center Research Institute, 81 Research Drive, Scarborough, ME, 04074, USA
- Department of Critical Care Services, Maine Medical Center, 22 Bramhall St, Portland, ME, 04105, USA
| | - Victoria L M Herrera
- Whitaker Cardiovascular Institute and Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Nelson Ruiz-Opazo
- Whitaker Cardiovascular Institute and Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Richard R Riker
- Department of Critical Care Services, Maine Medical Center, 22 Bramhall St, Portland, ME, 04105, USA
| | - Douglas B Sawyer
- Maine Medical Center Research Institute, 81 Research Drive, Scarborough, ME, 04074, USA
- Department of Critical Care Services, Maine Medical Center, 22 Bramhall St, Portland, ME, 04105, USA
| | - Sergey Ryzhov
- Maine Medical Center Research Institute, 81 Research Drive, Scarborough, ME, 04074, USA.
| | - David B Seder
- Maine Medical Center Research Institute, 81 Research Drive, Scarborough, ME, 04074, USA.
- Department of Critical Care Services, Maine Medical Center, 22 Bramhall St, Portland, ME, 04105, USA.
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Nooh HA, Abdellateif MS, Refaat L, Kandeel EZ, Bayoumi A, Samra M, Khafagy M. The role of inflammatory indices in the outcome of COVID-19 cancer patients. Med Oncol 2021; 39:6. [PMID: 34748094 PMCID: PMC8573297 DOI: 10.1007/s12032-021-01605-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Accepted: 10/27/2021] [Indexed: 02/08/2023]
Abstract
To assess the prognostic role of different inflammatory indices on the outcome of cancer patients with COVID-19. Sixty-two adults and 22 pediatric cancer patients with COVID-19 infection were assessed for the prognostic value of certain inflammatory indices including the neutrophil to lymphocyte ratio (NLR), monocyte to lymphocyte ratio (MLR), platelet to lymphocyte ratio (PLR), derived NLR (dNLR), systemic inflammation index (SII), mean platelet volume to platelet ratio (MPR), C-reactive protein to lymphocyte ratio (CRP/L), aggregate index of systemic inflammation (AISI), systemic inflammation response index (SIRI), and neutrophil to lymphocyte, platelet ratio (NLPR). Data were correlated to patients' outcome regarding ICU admission, and incidence of mortality. Increased CRP/L ratio in adult COVID-19 cancer patients was significantly associated with inferior survival [152 (19-2253) in non-survivors, compared to 27.4 (0.8-681) in survivors (P = 0.033)]. It achieved a sensitivity (60%) and a specificity (90.2%) at a cut-off 152, while it achieved a sensitivity of 60% and specificity 95.1% at a cut-off 252 (AUC 0.795, P = 0.033). When combining both CRP/L and NLPR for the prediction of poor outcome in adult cancer patients with COVID19, the sensitivity increased to 80% and the specificity was 70.7% (AUC 0.805, P = 0.027). Increased incidence of ICU admission in pediatric cancer patients associated significantly with the severity of covid19 infection, decreased mean corpuscular hemoglobin (MCH) < 28.3, increased red cell distribution width (RDW) > 16, lymphopenia < 1.04, pseudo Pelger-Huet appearance, and PLR < 196.4 (P = 0.004, P = 0.040, P = 0.029, P = 0. 0.039, P = 0.050, and P = 0.040; respectively). The mean corpuscular volume (MCV), MCH, and RDW could be useful prognostic markers for poor outcome in COVID-19 pediatric cancer patients (P < 0.05 for all). Increased both CRP/L and NLPR associated significantly with poor survival in adult COVID-19 cancer patients, while PLR associated significantly with ICU admission in pediatric COVID-19 cancer patients.
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Affiliation(s)
- Hend A Nooh
- Clinical Pathology Department, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Mona S Abdellateif
- Cancer Biology Department, National Cancer Institute, Cairo University, Cairo, Egypt. .,Medical Biochemistry and Molecular Biology, Cancer Biology Department, National Cancer Institute, Cairo University, Cairo, Egypt.
| | - Lobna Refaat
- Clinical Pathology Department, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Eman Z Kandeel
- Clinical Pathology Department, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Ahmed Bayoumi
- Pediatric Oncology Department, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Mohamed Samra
- Medical Oncology Department, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Medhat Khafagy
- Surgical Oncology Department, National Cancer Institute, Cairo University, Cairo, Egypt
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28
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Palladino M. Complete blood count alterations in COVID-19 patients: A narrative review. Biochem Med (Zagreb) 2021; 31:030501. [PMID: 34658642 PMCID: PMC8495616 DOI: 10.11613/bm.2021.030501] [Citation(s) in RCA: 40] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 07/22/2021] [Indexed: 12/14/2022] Open
Abstract
Coronavirus disease 2019 (COVID-19) pandemic represents a scientific and social crisis. One of the main unmet needs for coronavirus disease 2019 is its unpredictable clinical course, which can rapidly change in an irreversible outcome. COVID-19 patients can be classified into mild, moderate, and severe. Several haematological parameters, such as platelets, white blood cell total count, lymphocytes, neutrophils, (together with neutrophil-lymphocyte and platelet-lymphocyte ratio), and haemoglobin were described to be associated with COVID-19 infection and severity. The purpose of these review is to describe the current state of the art about complete blood count alterations during COVID-19 infection, and to summarize the crucial role of some haematological parameters during the course of the disease. Decreased platelet, lymphocyte, haemoglobin, eosinophil, and basophil count, increased neutrophil count and neutrophil-lymphocyte and platelet-lymphocyte ratio have been associated with COVID-19 infection and a worse clinical outcome. Our study adds some novelty about the identification of effective biomarkers of progressive disease, and might be helpful for diagnosis, prevention of complications, and effective therapy.
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Kubik T, Hou M, Traverse T, Lareau M, Jenei V, Oberding L, Pillai DR, Gillrie M, Suryanarayan D, Sidhu DS, Vergara-Lluri M, Nakashima MO, Mahe E. Risk-Assessment of Hospitalized Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Infected Patients Using Laboratory Data and Immune Cell Morphological Assessment. Arch Pathol Lab Med 2021; 146:26-33. [PMID: 34543379 DOI: 10.5858/arpa.2021-0368-sa] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/13/2021] [Indexed: 11/06/2022]
Abstract
CONTEXT The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a highly infectious agent, with the propensity to cause severe illness. While vaccine uptake has been increasing in recent months, many regions remain at risk of significant coronavirus disease 19 (COVID-19) related healthcare burden. Health systems will continue to benefit from the availability of a variety of clinical and laboratory model when other triaging models are equivocal. OBJECTIVE To validate previously reported clinical laboratory abnormalities seen in COVID-19 patients and identify what laboratory parameters might be outcome-predictive. DESIGN We undertook an observational study of hospital-admitted COVID-19 patients (n=113), looking at a broad selection of clinical, laboratory, peripheral blood smear, and outcome data over discrete discovery and validation periods from March 2020 to November 2020. RESULTS We confirmed the findings of previous studies noting derangement of a variety of laboratory parameters in COVID-19 patients, including peripheral blood morphological changes. We also devised a simple-to-use decision tree by which patients could be risk stratified on the basis of Red Blood Cell count, creatinine, urea, and atypical plasmacytoid lymphocyte ("covidocyte") count. This outcome classifier performed comparably to the World Health Organization clinical classifier and the neutrophil-lymphocyte ratio. CONCLUSIONS Our data add to the increasing number of studies cataloguing laboratory changes in COVID-19, and support the clinical utility of incorporating blood morphological assessment in the workup of hospitalized COVID-19 patients.
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Affiliation(s)
- Thane Kubik
- Department of Pathology & Laboratory Medicine. Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada (Kubik, Oberding, Sidhu)
| | - Mary Hou
- Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada (Hou)
| | - Tammie Traverse
- Division of Hematology (Traverse, Lareau), Alberta Precision Laboratories, Calgary, Alberta, Canada
| | - Mireille Lareau
- Division of Hematology (Traverse, Lareau), Alberta Precision Laboratories, Calgary, Alberta, Canada
| | - Veronika Jenei
- Scientific Affairs, Global Marketing, CellaVision, Lund, Sweden (Jenei)
| | - Lisa Oberding
- Department of Pathology & Laboratory Medicine. Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada (Kubik, Oberding, Sidhu)
| | - Dylan R Pillai
- Department of Pathology & Laboratory Medicine, University of Calgary, Calgary, Alberta, Canada (Pillai)
| | - Mark Gillrie
- Department of Microbiology, Immunology & Infectious Diseases, and Department of Medicine, Snyder Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada (Gillrie)
| | - Deepa Suryanarayan
- Department of Internal Medicine Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada (Suryanarayan)
| | - Davinder Singh Sidhu
- Department of Pathology & Laboratory Medicine. Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada (Kubik, Oberding, Sidhu)
| | - Maria Vergara-Lluri
- Department of Pathology and Laboratory Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, California (Vergara-Lluri)
| | - Megan O Nakashima
- Department of Laboratory Medicine, Cleveland Clinic, Cleveland, Ohio, (Nakashima)
| | - Etienne Mahe
- Department of Pathology & Laboratory Medicine & Division of Hematology, Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada (Mahe)
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Małecka-Giełdowska M, Fołta M, Wiśniewska A, Czyżewska E, Ciepiela O. Cell Population Data and Serum Polyclonal Immunoglobulin Free Light Chains in the Assessment of COVID-19 Severity. Viruses 2021; 13:v13071381. [PMID: 34372587 PMCID: PMC8310347 DOI: 10.3390/v13071381] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 07/03/2021] [Accepted: 07/07/2021] [Indexed: 12/26/2022] Open
Abstract
Distinguishing between severe and nonsevere COVID-19 to ensure adequate healthcare quality and efficiency is a challenge for the healthcare system. The aim of this study was to assess the usefulness of CBC parameters together with analysis of FLC serum concentration in risk stratification of COVID-19. Materials and methods: CBC was analyzed in 735 COVID ICU, COVID non-ICU, and non-COVID ICU cases. FLC concentration was analyzed in 133 of them. Results: COVID ICU had neutrophils and lymphocytes with the greatest size, granularity, and nucleic acid content. Significant differences in concentrations of κ and λ FLCs were shown between COVID ICU and COVID non-ICU. However, no difference was found in the κ/λ ratio between these groups, and the ratio stayed within the reference value, which indicates the presence of polyclonal FLCs. FLC κ measurement has significant power to distinguish between severe COVID-19 and nonsevere COVID-19 (AUC = 0.7669), with a sensitivity of 86.67% and specificity of 93.33%. The κ coefficients’ odds ratio of 3.0401 was estimated. Conclusion: It can be concluded that the results obtained from the measure of free light immunoglobulin concentration in serum are useful in distinguishing between severe and nonsevere COVID-19.
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Affiliation(s)
- Milena Małecka-Giełdowska
- Department of Laboratory Medicine, Medical University of Warsaw, 02-097 Warsaw, Poland; (A.W.); (E.C.); (O.C.)
- Central Laboratory of Central Teaching Hospital, University Clinical Center of Medical University of Warsaw, 02-097 Warsaw, Poland
- Correspondence: ; Tel.: +48-22-599-2105
| | - Maria Fołta
- Students Scientific Group of Laboratory Medicine, Department of Laboratory Medicine, Faculty of Pharmacy, Medical University of Warsaw, 02-097 Warsaw, Poland;
| | - Agnieszka Wiśniewska
- Department of Laboratory Medicine, Medical University of Warsaw, 02-097 Warsaw, Poland; (A.W.); (E.C.); (O.C.)
- Central Laboratory of Central Teaching Hospital, University Clinical Center of Medical University of Warsaw, 02-097 Warsaw, Poland
| | - Emilia Czyżewska
- Department of Laboratory Medicine, Medical University of Warsaw, 02-097 Warsaw, Poland; (A.W.); (E.C.); (O.C.)
- Central Laboratory of Central Teaching Hospital, University Clinical Center of Medical University of Warsaw, 02-097 Warsaw, Poland
| | - Olga Ciepiela
- Department of Laboratory Medicine, Medical University of Warsaw, 02-097 Warsaw, Poland; (A.W.); (E.C.); (O.C.)
- Central Laboratory of Central Teaching Hospital, University Clinical Center of Medical University of Warsaw, 02-097 Warsaw, Poland
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31
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Blood cell morphology and COVID-19 clinical course, severity, and outcome. J Hematop 2021; 14:221-228. [PMID: 34249171 PMCID: PMC8255335 DOI: 10.1007/s12308-021-00459-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 05/18/2021] [Indexed: 12/22/2022] Open
Abstract
COVID-19 infection affects different organs of the human body, and blood cells are not an exception. Peripheral blood smear (PBS) is a simple and available method to investigate blood cells’ morphologic changes. In this study, we aimed to determine the morphologic changes and abnormalities of COVID-19 patients and their relation to the patients’ clinical course. In this prospective cross-sectional study, we included 89 PCR-positive COVID-19 patients. A pathologist examined the PBS findings of these patients. The patients’ clinical course, including severity, outcome, intubation, and ICU admission, was extracted from their profiles. The statistical analyses were done to find out the relation between PBS findings and patients’ clinical course. Results showed that smudge cells are the most frequent abnormality in our participants. Other findings were schistocyte; atypical lymphocytes; and increased large granular lymphocytes, shift to left of granulocytes, giant platelets, and leukoerythroblastic reaction. Our results did not show any statistically significant relationship between PBS findings and their clinical course. Although other studies suggested PBS as a possible predictive tool for COVID-19 disease, our study showed that these findings could not predict nor relate to the patients’ clinical course.
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Qing X, Cai J, Rock A. Myelodysplastic syndrome in a 30-year-old man with coronavirus disease 2019 (COVID-19): a diagnostic challenge. AUTOPSY AND CASE REPORTS 2021; 11:e2021274. [PMID: 33968834 PMCID: PMC8087351 DOI: 10.4322/acr.2021.274] [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] [Indexed: 12/02/2022] Open
Abstract
Background Myelodysplastic syndromes (MDS) mainly occur in the elderly but can rarely affect younger individuals too. The correct diagnosis relies on careful morphologic evaluation, cytogenetic/molecular results, and excluding reactive conditions mimicking MDS. We present the clinical, pathologic, cytogenetic, and molecular features of a case of MDS with excess blasts-2 (MDS-EB-2) in a 30-year-old male who was found to have pancytopenia during his hospitalization for coronavirus disease 2019 (COVID-19) and discuss the diagnostic challenges of MDS in patients with COVID-19. Case presentation A 30-year-old man presented to an outside hospital with fever, chills, weakness, coughing spells, dizziness and shortness of breath and was diagnosed with bilateral pneumonia due to COVID-19. At the outside hospital, he was found to be pancytopenic, and a subsequent bone marrow aspiration and biopsy raised concern for a COVID-19 induced hemophagocytic lymphohistiocytosis. In addition, MDS could not be ruled out. The patient was thus referred to our institute for further management. The patient’s peripheral blood showed pancytopenia with occasional dysplastic neutrophils and a few teardrop cells. Given the diagnostic uncertainty, a bone marrow aspiration and a biopsy were repeated revealing a hypercellular bone marrow with erythroid hyperplasia, megakaryocytic hyperplasia, trilineage dysplasia, increased blasts (13%), many ring sideroblasts, and mild to moderate myelofibrosis, consistent with MDS-EB-2. Chromosomal analysis revealed isochromosome 14. Next generation sequencing demonstrated SF3B1 K700E mutation. Discussion and conclusion The diagnosis of MDS can be challenging, particularly in young patients. Cytopenia and myelodysplastic features have been reported in COVID-19 patients, making the diagnosis of MDS more elusive. A careful pathologic examination of the bone marrow with ancillary studies including flow cytometry, immunohistochemistry, and cytogenetic and molecular studies in combination with a thorough clinical evaluation, leads to the accurate diagnosis.
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Affiliation(s)
- Xin Qing
- Harbor-UCLA Medical Center, Department of Pathology, Torrance, CA, USA
| | - Jennifer Cai
- Harbor-UCLA Medical Center, Department of Pathology, Torrance, CA, USA
| | - Adam Rock
- Harbor-UCLA Medical Center, Department of Internal Medicine, Torrance, CA, USA
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Wiggill TM, Mayne ES, Vaughan JL, Louw S. Overview of the Haematological Effects of COVID-19 Infection. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2021; 1321:163-172. [PMID: 33656722 DOI: 10.1007/978-3-030-59261-5_14] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
From its early origins, COVID-19 has spread extensively and was declared a global pandemic by the World Health Organization in March of 2020. Although initially thought to be predominantly a respiratory infection, more recent evidence points to a multisystem systemic disease which is associated with numerous haematological and immunological disturbances in addition to its other effects. Here we review the current knowledge on the haematological effects of COVID-19.
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Affiliation(s)
- T M Wiggill
- Department of Molecular Medicine and Haematology, Faculty of Health Sciences, University of the Witwatersrand and National Health Laboratory Service, Johannesburg, South Africa.
| | - E S Mayne
- Department of Immunology, Faculty of Health Sciences, University of the Witwatersrand and National Health Laboratory Service, Johannesburg, South Africa
| | - J L Vaughan
- Department of Molecular Medicine and Haematology, Faculty of Health Sciences, University of the Witwatersrand and National Health Laboratory Service, Johannesburg, South Africa
| | - S Louw
- Department of Molecular Medicine and Haematology, Faculty of Health Sciences, University of the Witwatersrand and National Health Laboratory Service, Johannesburg, South Africa
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Kaur G, Sandeep F, Olayinka O, Gupta G. Morphologic Changes in Circulating Blood Cells of COVID-19 Patients. Cureus 2021; 13:e13416. [PMID: 33758711 PMCID: PMC7978157 DOI: 10.7759/cureus.13416] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Objective Since the beginning of the coronavirus disease 2019 (COVID-19) pandemic, many studies have described the quantitative peripheral blood findings seen in COVID-19 patients. However, morphologic changes have been described by only a few studies. We report morphologic and quantitative changes in peripheral blood of COVID-19 patients. Design We reviewed electronic medical records, complete blood counts, and peripheral blood smears of 20 patients who were COVID-19 positive by reverse transcriptase-polymerase chain reaction (RT-PCR), from March 1, 2020, through May 31, 2020. The peripheral blood smears of all 20 patients were retrieved and morphological features of white blood cells, red blood cells, and platelets were reviewed and documented. Appropriate pictures were taken. Results Of the 20 patients reviewed, 13 were males and seven were females. The average age of the patients was 65.1 years. The most common quantitative hematologic abnormalities noted on complete blood count (CBC) were anemia followed by neutrophilia, neutrophilic left shift, and lymphopenia. The most significant morphologic changes noted were neutrophils with clumped chromatin, multiple abnormal nuclear shapes, pseudo-Pelger-Huet deformity, and smudged neutrophils. Lymphocytes showed abundant blue cytoplasm and/or lymphoplasmacytoid morphology and monocytes were activated with abnormal shapes and vacuolization. Platelets were adequate in number in the majority of patients and platelet clumping was the most significant finding noted. The red blood cells were normocytic and normochromic with few nucleated red blood cells and coarse basophilic stippling. Conclusion Our study identifies and describes significant morphologic changes in the peripheral blood cells of COVID-19 patients. An understanding of these morphologic changes in addition to established hematologic parameters can aid in the diagnosis of COVID-19 and serial CBC and peripheral smear review may help with management decisions in COVID-19 patients.
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Affiliation(s)
- Gagandeep Kaur
- Pathology and Laboratory Medicine, Danbury Hospital, Danbury, USA
| | - Fnu Sandeep
- Pathology and Laboratory Medicine, Danbury Hospital, Danbury, USA
| | | | - Gunjan Gupta
- Pathology and Laboratory Medicine, Danbury Hospital, Danbury, USA
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Pozdnyakova O, Connell NT, Battinelli EM, Connors JM, Fell G, Kim AS. Clinical Significance of CBC and WBC Morphology in the Diagnosis and Clinical Course of COVID-19 Infection. Am J Clin Pathol 2021; 155:364-375. [PMID: 33269374 PMCID: PMC7799218 DOI: 10.1093/ajcp/aqaa231] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Objectives To investigate the clinical significance of numeric and morphologic peripheral blood (PB) changes in coronavirus disease 2019 (COVID-19)–positive patients in predicting the outcome, as well as to compare these changes between critically ill COVID-19–positive and COVID-19–negative patients. Methods The study included 90 COVID-19–positive (51 intensive care unit [ICU] and 39 non-ICU) patients and 30 COVID-19–negative ICU patients. We collected CBC parameters (both standard and research) and PB morphologic findings, which were independently scored by two hematopathologists. Results All patients with COVID-19 demonstrated striking numeric and morphologic WBC changes, which were different between mild and severe disease states. More severe disease was associated with significant neutrophilia and lymphopenia, which was intensified in critically ill patients. Abnormal WBC morphology, most pronounced in monocytes and lymphocytes, was associated with more mild disease; the changes were lost with disease progression. Between COVID-19–positive and COVID-19–negative ICU patients, significant differences in morphology-associated research parameters were indicative of changes due to the severe acute respiratory syndrome coronavirus 2 virus, including higher RNA content in monocytes, lower RNA content in lymphocytes, and smaller hypogranular neutrophils. Conclusions Hospitalized patients with COVID-19 should undergo a comprehensive daily CBC with manual WBC differential to monitor for numerical and morphologic changes predictive of poor outcome and signs of disease progression.
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Affiliation(s)
- Olga Pozdnyakova
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA
- Division of Hematology, Department of Medicine, Brigham and Women’s Hospital, Boston, MA
| | - Nathan T Connell
- Division of Hematology, Department of Medicine, Brigham and Women’s Hospital, Boston, MA
- Harvard Medical School, Boston, MA
| | - Elisabeth M Battinelli
- Division of Hematology, Department of Medicine, Brigham and Women’s Hospital, Boston, MA
- Harvard Medical School, Boston, MA
| | - Jean M Connors
- Division of Hematology, Department of Medicine, Brigham and Women’s Hospital, Boston, MA
- Harvard Medical School, Boston, MA
| | - Geoffrey Fell
- Department of Statistics, Dana Farber Cancer Institute, Boston, MA
| | - Annette S Kim
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA
- Division of Hematology, Department of Medicine, Brigham and Women’s Hospital, Boston, MA
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Peripheral Blood Smear Findings of COVID-19 Patients Provide İnformation about the Severity of the Disease and the Duration of Hospital Stay. Mediterr J Hematol Infect Dis 2021; 13:e2021009. [PMID: 33489048 PMCID: PMC7813282 DOI: 10.4084/mjhid.2021.009] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 12/10/2020] [Indexed: 12/23/2022] Open
Abstract
Background Data about the morphological changes in peripheral blood smears during COVID-19 infection and their clinical severity association are limited. We aimed to examine the characteristics of the cells detected in the pathological rate and/or appearance and whether these findings are related to the clinical course by evaluating the peripheral blood smear at the time of diagnosis in COVID-19 patients. Methods Clinical features, laboratory data, peripheral blood smear of fifty patients diagnosed with COVID-19 by PCR was evaluated at diagnosis. Peripheral smear samples of the patients were compared with the age and sex-matched 30 healthy controls. Pictures were taken from the patient’s peripheral blood smear. Patients were divided into two groups. Mild and severe stage patient groups were compared in terms of laboratory data and peripheral smear findings. The relationship between the laboratory values of all patients and the duration of hospitalization was analyzed. Results The number of segmented neutrophils and eosinophils were low, pseudo-Pelger-Huet, pseudo-Pelger-Huet/mature lymphocyte ratio, atypical lymphocytes, monocytes with vacuoles, bands, and pyknotic neutrophils rates were higher in the peripheral blood smear of the patient group (p <0.05). Increased pseudo-Pelger-Huet anomaly, pseudo-Pelger Huet/mature lymphocyte ratio, a decreased number of mature lymphocytes, and eosinophils in peripheral blood smear were observed in the severe stage patients (p <0.05). A negative correlation was observed between hospitalization duration and mature lymphocyte and monocytes with vacuoles rates (p <0.05). Conclusion A peripheral blood smear is an inexpensive, easily performed, and rapid test. Increased Pseudo-Pelger-Huet anomaly/mature lymphocyte rate suggests a severe stage disease, while high initial mature lymphocyte and monocytes with vacuoles rates at the time of diagnosis may be an indicator of shortened duration of hospitalization.
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Barh D, Tiwari S, Weener ME, Azevedo V, Góes-Neto A, Gromiha MM, Ghosh P. Multi-omics-based identification of SARS-CoV-2 infection biology and candidate drugs against COVID-19. Comput Biol Med 2020; 126:104051. [PMID: 33131530 PMCID: PMC7547373 DOI: 10.1016/j.compbiomed.2020.104051] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Revised: 10/05/2020] [Accepted: 10/05/2020] [Indexed: 12/24/2022]
Abstract
SARS-CoV-2 has ushered a global pandemic with no effective drug being available at present. Although several FDA-approved drugs are currently under clinical trials for drug repositioning, there is an on-going global effort for new drug identification. In this paper, using multi-omics (interactome, proteome, transcriptome, and bibliome) data and subsequent integrated analysis, we present the biological events associated with SARS-CoV-2 infection and identify several candidate drugs against this viral disease. We found that: (i) Interactome-based infection pathways differ from the other three omics-based profiles. (ii) Viral process, mRNA splicing, cytokine and interferon signaling, and ubiquitin mediated proteolysis are important pathways in SARS-CoV-2 infection. (iii) SARS-CoV-2 infection also shares pathways with Influenza A, Epstein-Barr virus, HTLV-I, Measles, and Hepatitis virus. (iv) Further, bacterial, parasitic, and protozoan infection pathways such as Tuberculosis, Malaria, and Leishmaniasis are also shared by this virus. (v) A total of 50 candidate drugs, including the prophylaxis agents and pathway specific inhibitors are identified against COVID-19. (vi) Betamethasone, Estrogen, Simvastatin, Hydrocortisone, Tositumomab, Cyclosporin A etc. are among the important drugs. (vii) Ozone, Nitric oxide, plasma components, and photosensitizer drugs are also identified as possible therapeutic candidates. (viii) Curcumin, Retinoic acids, Vitamin D, Arsenic, Copper, and Zinc may be the candidate prophylaxis agents. Nearly 70% of our identified agents are previously suggested to have anti-COVID-19 effects or under clinical trials. Among our identified drugs, the ones that are not yet tested, need validation with caution while an appropriate drug combination from these candidate drugs along with a SARS-CoV-2 specific antiviral agent is needed for effective COVID-19 management.
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Affiliation(s)
- Debmalya Barh
- Institute of Integrative Omics and Applied Biotechnology (IIOAB), Nonakuri, Purba Medinipur, WB, India.
| | - Sandeep Tiwari
- Laboratório de Genética Celular e Molecular, Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Marianna E Weener
- Clinical Research Center, Oftalmic, CRO, 119334, Bardina Str.22/4, Moscow, Russia
| | - Vasco Azevedo
- Laboratório de Genética Celular e Molecular, Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Aristóteles Góes-Neto
- Laboratório de Biologia Molecular e Computacional de Fungos, Departamento de Microbiologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais (UFMG), Belo Horizonte, Minas Gerais, Brazil
| | - M Michael Gromiha
- Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras (IIT-M), Chennai, 600036, India
| | - Preetam Ghosh
- Department of Computer Science, Virginia Commonwealth University, Richmond, VA, 23284, USA
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