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Evlice O, Bektaş M, Kar F, Marim F, Kaya İ, Yörükoğlu K, Ak Ö. Association of Serum Krebs von den Lungen-6 (KL-6) Levels and Disease Severity in Patients Hospitalized with COVID-19. INFECTIOUS DISEASES & CLINICAL MICROBIOLOGY 2023; 5:292-299. [PMID: 38633849 PMCID: PMC10986708 DOI: 10.36519/idcm.2023.260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 10/05/2023] [Indexed: 04/19/2024]
Abstract
Objective We aimed to evaluate Krebs von den Lungen-6 (KL-6) as a possible biomarker in determining disease severity in patients with moderate and severe COVID-19. Materials and Methods This cross-sectional study included moderate or severe COVID-19 patients; critically ill patients who were followed up in the intensive care unit were not included. KL-6 level and routine laboratory test measurements were performed on the first day of admission. The patients were also categorized according to their hyperinflammatory state. Results The study included 92 patients, 56 (61%) women. The National Institutes of Health (NIH) score was 2 in 52.2% of the patients and 3 in 47.8%. KL-6 levels did not significantly differ in disease severity (NIH score 2 vs. 3; p=0.15). Median KL-6 values were 52.7 (29.1) in patients with <2 COVID-19 hyperinflammatory syndrome score (cHIS) and 61.7 (32.2) in patients with cHIS ≥ 2 (p= 0.077). KL-6 values tended to be higher among the patients with lower lymphocyte counts, but the difference was not statistically significant (<1000 mm³/L p=0.006 and higher cHIS scores ≥2 p=0.07). KL-6 values were also higher in the patients with diabetes mellitus compared to the remaining patients (p =0.036). Conclusion There was no significant association between the serum KL-6 measured at admission and the severity of COVID-19.
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Affiliation(s)
- Oğuz Evlice
- Department of Infectious Diseases and Clinical Microbiology, Kütahya Health Sciences University School of Medicine, Kütahya, Türkiye
| | - Murat Bektaş
- Department of Romatology, İstanbul University İstanbul School of Medicine, İstanbul, Türkiye
| | - Fatih Kar
- Department of Medical Biochemistry, Kütahya Health Sciences University School of Medicine, Kütahya, Türkiye
| | - Feride Marim
- Department of Chest Diseases, Kütahya Health Sciences University School of Medicine, Kütahya, Türkiye
| | - İlknur Kaya
- Department of Chest Diseases, Kütahya Health Sciences University School of Medicine, Kütahya, Türkiye
| | - Kerem Yörükoğlu
- Departments of Internal Medicine, Kütahya Health Sciences University School of Medicine, Kütahya, Türkiye
| | - Öznur Ak
- Department of Infectious Diseases and Clinical Microbiology, Kütahya Health Sciences University School of Medicine, Kütahya, Türkiye
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Letellier A, Rolland-Debord C, Luque-Paz D, Milon A, Choinier P, Blin E, Halitim P, Bravais J, Lefèvre G, Parrot A, Piéroni L, Cadranel J. Prognostic value of serum Krebs von den Lungen-6 (KL-6) levels in COVID-19 pneumonia. Respir Med Res 2023; 84:101054. [PMID: 37897878 DOI: 10.1016/j.resmer.2023.101054] [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: 12/26/2022] [Revised: 07/23/2023] [Accepted: 09/30/2023] [Indexed: 10/30/2023]
Abstract
BACKGROUND AND OBJECTIVES Krebs von den Lungen-6 (KL-6), expressed by damaged type II pneumocytes, is useful in the diagnosis and severity assessment of many diffuse interstitial lung diseases. The objective of our study was to determine the prognostic value of the initial KL-6 plasma level in COVID-19 pneumonia. METHODS All patients hospitalized for a suspected COVID-19 pneumonia between March and May 2020 in our Chest department of a French university hospital were included. KL-6 serum concentrations were measured within 72 h of diagnostic suspicion by chemiluminescence enzyme immunoassay Survival analysis was performed using a Cox regression and modeled by a Kaplan-Meier curve. RESULTS Sixty-six COVID-19 patients (average age = 64 ± 14 years, 71.2 % males) with KL-6 serum measurement were included. Median KL-6 serum concentration was 409 ± 312 U/mL. KL-6 was significantly higher in men (p = 0.003), elders (p = 0.0001) and in patients with greater Charlson's score (p = 0.002). Higher KL-6 concentration was significantly associated with in-hospital mortality (HR: 8.66; 95 % CI:1.1-69.2, p = 0.014), radiological extension of lesions on chest CT scan (p = 0.004) and higher WHO severity score (p = 0.042), but not with admission in intensive care unit. In 9 (14 %) non-surviving COVID-19 patients, KL-6 serum concentration increased whereas it remained stable or decreased in survivors. At 3 months follow-up (n = 48), DLCO was negatively correlated with the initial KL-6 value (r = 0.47, p = 0.001), while FVC, FEV1 and MRC score were not. CONCLUSION Initial KL-6 serum concentration is significantly associated with in-hospital mortality, unfavorable outcome, and persistent impairment of DLCO at 3 months. Initial KL-6 plasma determination appears as a prognostic biomarker in COVID-19 pneumonia.
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Affiliation(s)
- Alice Letellier
- Department of Pulmonology and Thoracic Oncology, AP-HP Tenon Hospital, Sorbonne University, 4 rue de la Chine, 75920 Paris, France
| | - Camille Rolland-Debord
- Department of Pulmonology and Thoracic Oncology, AP-HP Tenon Hospital, Sorbonne University, 4 rue de la Chine, 75920 Paris, France
| | - David Luque-Paz
- Department of Infectious Diseases and Intensive Care Unit, Pontchaillou Hospital, CHU Rennes, 2 rue Henri Guilloux, 35000 Rennes, France
| | - Audrey Milon
- Radiology Department, AP-HP Tenon Hospital, Sorbonne University, 4 rue de la Chine,75920 Paris, France
| | - Pascaline Choinier
- Department of Pulmonology and Thoracic Oncology, AP-HP Tenon Hospital, Sorbonne University, 4 rue de la Chine, 75920 Paris, France
| | - Emmanuelle Blin
- Department of Pulmonology and Thoracic Oncology, AP-HP Tenon Hospital, Sorbonne University, 4 rue de la Chine, 75920 Paris, France
| | - Pierre Halitim
- Department of Pulmonology and Thoracic Oncology, AP-HP Tenon Hospital, Sorbonne University, 4 rue de la Chine, 75920 Paris, France
| | - Juliette Bravais
- Department of Pulmonology and Thoracic Oncology, AP-HP Tenon Hospital, Sorbonne University, 4 rue de la Chine, 75920 Paris, France
| | - Guillaume Lefèvre
- Biochemistry Department, AP-HP Tenon Hospital, Sorbonne University, 4 rue de la Chine, 75920 Paris, France
| | - Antoine Parrot
- Department of Pulmonology and Thoracic Oncology, AP-HP Tenon Hospital, Sorbonne University, 4 rue de la Chine, 75920 Paris, France
| | - Laurence Piéroni
- Biochemistry Department, AP-HP Tenon Hospital, Sorbonne University, 4 rue de la Chine, 75920 Paris, France
| | - Jacques Cadranel
- Department of Pulmonology and Thoracic Oncology, AP-HP Tenon Hospital, Sorbonne University, 4 rue de la Chine, 75920 Paris, France.
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Kattner S, Sutharsan S, Berger MM, Limmer A, Jehn LB, Herbstreit F, Brenner T, Taube C, Bonella F. Serum KL-6 as a Candidate Predictor of Outcome in Patients with SARS-CoV-2 Pneumonia. J Clin Med 2023; 12:6772. [PMID: 37959236 PMCID: PMC10648641 DOI: 10.3390/jcm12216772] [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: 09/21/2023] [Revised: 10/12/2023] [Accepted: 10/24/2023] [Indexed: 11/15/2023] Open
Abstract
Severe acute respiratory syndrome coronavirus type 2 (SARS-CoV-2)-infection is associated with an extremely variable disease course. When interstitial pneumonia (IP) occurs, it can lead to acute respiratory distress syndrome and death. Serum Krebs von den Lungen-6 (KL-6) is an established marker of IP, but its role as a marker of SARS-CoV-2 pneumonia is debated. This bicentric study included 157 patients with SARS-CoV-2 pneumonia. The WHO Ordinal Scale for Clinical Improvement (0-10 points) was used to classify the clinical course. Serum samples were collected at admission, and on days 3 and 7 of hospitalization. KL-6 was measured by using automated chemiluminescence immunoassay. A total of 68 patients developed a severe SARS-CoV-2 pneumonia, 135 of them required oxygen, and 15 died during hospitalization. The patients requiring non-invasive ventilation, invasive ventilation, or extracorporeal membrane oxygenation had significantly higher serum KL-6 levels at admission. The serum KL-6 levels were tendentially higher in patients who died than in those who survived. Logistic regression identified serum KL-6 at a cut-off of 335 U/mL at admission as a significant predictor of severe SARS-CoV-2 pneumonia outcome. Serum KL-6 seems to be a candidate biomarker for the clinical routine to stratify patients with SARS-CoV-2 pneumonia for the risk of a severe disease outcome or death.
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Affiliation(s)
- Simone Kattner
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Essen, University Duisburg-Essen, 45147 Essen, Germany
| | - Sivagurunathan Sutharsan
- Center for Interstitial and Rare Lung Disease, Department of Pulmonary Medicine, University Medicine Essen-Ruhrlandklinik, University Duisburg-Essen, 45239 Essen, Germany
| | - Marc Moritz Berger
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Essen, University Duisburg-Essen, 45147 Essen, Germany
| | - Andreas Limmer
- Department of Pediatric Cardiac Surgery, University Hospital Erlangen, 91054 Erlangen, Germany
| | - Lutz-Bernhard Jehn
- Center for Interstitial and Rare Lung Disease, Department of Pulmonary Medicine, University Medicine Essen-Ruhrlandklinik, University Duisburg-Essen, 45239 Essen, Germany
| | - Frank Herbstreit
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Essen, University Duisburg-Essen, 45147 Essen, Germany
| | - Thorsten Brenner
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Essen, University Duisburg-Essen, 45147 Essen, Germany
| | - Christian Taube
- Center for Interstitial and Rare Lung Disease, Department of Pulmonary Medicine, University Medicine Essen-Ruhrlandklinik, University Duisburg-Essen, 45239 Essen, Germany
| | - Francesco Bonella
- Center for Interstitial and Rare Lung Disease, Department of Pulmonary Medicine, University Medicine Essen-Ruhrlandklinik, University Duisburg-Essen, 45239 Essen, Germany
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Hufnagel K, Fathi A, Stroh N, Klein M, Skwirblies F, Girgis R, Dahlke C, Hoheisel JD, Lowy C, Schmidt R, Griesbeck A, Merle U, Addo MM, Schröder C. Discovery and systematic assessment of early biomarkers that predict progression to severe COVID-19 disease. COMMUNICATIONS MEDICINE 2023; 3:51. [PMID: 37041310 PMCID: PMC10089829 DOI: 10.1038/s43856-023-00283-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 03/31/2023] [Indexed: 04/13/2023] Open
Abstract
BACKGROUND The clinical course of COVID-19 patients ranges from asymptomatic infection, via mild and moderate illness, to severe disease and even fatal outcome. Biomarkers which enable an early prediction of the severity of COVID-19 progression, would be enormously beneficial to guide patient care and early intervention prior to hospitalization. METHODS Here we describe the identification of plasma protein biomarkers using an antibody microarray-based approach in order to predict a severe cause of a COVID-19 disease already in an early phase of SARS-CoV-2 infection. To this end, plasma samples from two independent cohorts were analyzed by antibody microarrays targeting up to 998 different proteins. RESULTS In total, we identified 11 promising protein biomarker candidates to predict disease severity during an early phase of COVID-19 infection coherently in both analyzed cohorts. A set of four (S100A8/A9, TSP1, FINC, IFNL1), and two sets of three proteins (S100A8/A9, TSP1, ERBB2 and S100A8/A9, TSP1, IFNL1) were selected using machine learning as multimarker panels with sufficient accuracy for the implementation in a prognostic test. CONCLUSIONS Using these biomarkers, patients at high risk of developing a severe or critical disease may be selected for treatment with specialized therapeutic options such as neutralizing antibodies or antivirals. Early therapy through early stratification may not only have a positive impact on the outcome of individual COVID-19 patients but could additionally prevent hospitals from being overwhelmed in potential future pandemic situations.
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Affiliation(s)
| | - Anahita Fathi
- University Medical Center Hamburg-Eppendorf, Institute for Infection Research and Vaccine Development (IIRVD), Hamburg, Germany
- Bernhard-Nocht-Institute for Tropical Medicine, Department for Clinical Immunology of Infectious Diseases, Hamburg, Germany
- German Center for Infection Research, partner site Hamburg-Lübeck-Borstel-Riems, Hamburg, Germany
- University Medical Center Hamburg-Eppendorf, First Department of Medicine, Division of Infectious Diseases, Hamburg, Germany
| | - Nadine Stroh
- Sciomics GmbH, Neckargemünd, Baden-Württemberg, Germany
| | - Marco Klein
- Sciomics GmbH, Neckargemünd, Baden-Württemberg, Germany
| | | | - Ramy Girgis
- Sciomics GmbH, Neckargemünd, Baden-Württemberg, Germany
| | - Christine Dahlke
- University Medical Center Hamburg-Eppendorf, Institute for Infection Research and Vaccine Development (IIRVD), Hamburg, Germany
- Bernhard-Nocht-Institute for Tropical Medicine, Department for Clinical Immunology of Infectious Diseases, Hamburg, Germany
- German Center for Infection Research, partner site Hamburg-Lübeck-Borstel-Riems, Hamburg, Germany
| | - Jörg D Hoheisel
- Division of Functional Genome Analysis, German Cancer Research Center (DKFZ), Heidelberg, Baden-Württemberg, Germany
| | - Camille Lowy
- Sciomics GmbH, Neckargemünd, Baden-Württemberg, Germany
| | - Ronny Schmidt
- Sciomics GmbH, Neckargemünd, Baden-Württemberg, Germany
| | | | - Uta Merle
- Department of Internal Medicine IV, University Hospital Heidelberg, Heidelberg, Germany
| | - Marylyn M Addo
- University Medical Center Hamburg-Eppendorf, Institute for Infection Research and Vaccine Development (IIRVD), Hamburg, Germany
- Bernhard-Nocht-Institute for Tropical Medicine, Department for Clinical Immunology of Infectious Diseases, Hamburg, Germany
- German Center for Infection Research, partner site Hamburg-Lübeck-Borstel-Riems, Hamburg, Germany
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Ishihara A, Yoshizane T, Mori T, Sasaki Y, Hosokawa T, Suzuki J, Tsuzuku A, Asano F, Noda T. Evaluating the one-time chair stand test for predicting the coronavirus disease severity in patients during hospital admission: a cohort study in Japan. Int J Emerg Med 2023; 16:23. [PMID: 37024788 PMCID: PMC10077317 DOI: 10.1186/s12245-023-00497-x] [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: 10/16/2022] [Accepted: 04/02/2023] [Indexed: 04/08/2023] Open
Abstract
BACKGROUND This study aimed to understand whether the one-time chair stand test (CS-1) is useful for predicting the severity of coronavirus disease (COVID-19) in 101 patients admitted to the hospital with acute respiratory failure. METHODS This single-centered, prospective observational cohort study enrolled 101 critically ill adult patients hospitalized with COVID-19 who underwent the CS-1 as a dynamic evaluation tool in clinical practice between late April 2020 and October 2021. Data on demographic characteristics, symptoms, laboratory values, computed tomography findings, and clinical course after admission were collected. Furthermore, the data was compared, and the association between the intubation and non-intubation groups was determined. We also calculated the cutoff point, area under the curve (AUC), and 95% confidence interval (CI) of the change in oxygen saturation (ΔSpO2) during the CS-1. RESULTS Thirty-three out of 101 patients (33%) were intubated during hospitalization. There was no significant difference in the resting SpO2 (93.3% versus 95.2%, P = 0.22), but there was a significant difference in ΔSpO2 during the CS-1 between the intubation and non-intubation groups (10.8% versus 5.5%, P < 0.01). In addition, there was a significant correlation between hospitalization and ΔSpO2 during the CS-1 (ρ = 0.60, P < 0.01). The generated cutoff point was calculated as 9.5% (AUC = 0.94, 95% CI = 0.88-1.00). CONCLUSION For COVID-19 patients with acute respiratory failure, the CS-1 performed on admission was useful for predicting the severity of COVID-19. Furthermore, the CS-1 can be utilized as a remote and simple evaluation parameter. Thus, it could have potential clinical applications in the future.
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Affiliation(s)
- Atsushi Ishihara
- Department of Respiratory Support Center, Gifu Prefectural General Medical Center, 500-8717 4-6-1 Noisshiki, Gifu-Shi, Gifu, 500-8717, Japan.
| | - Takashi Yoshizane
- Department of Respiratory Support Center, Gifu Prefectural General Medical Center, 500-8717 4-6-1 Noisshiki, Gifu-Shi, Gifu, 500-8717, Japan
- Department of Cardiology, Gifu Prefectural General Medical Center, Gifu, Japan
| | - Teruki Mori
- Department of Respiratory Support Center, Gifu Prefectural General Medical Center, 500-8717 4-6-1 Noisshiki, Gifu-Shi, Gifu, 500-8717, Japan
| | - Yui Sasaki
- Department of Respiratory Support Center, Gifu Prefectural General Medical Center, 500-8717 4-6-1 Noisshiki, Gifu-Shi, Gifu, 500-8717, Japan
- Department of Respiratory Medicine, Gifu Prefectural General Medical Center, Gifu, Japan
| | - Takahiro Hosokawa
- Department of Infectious Diseases, Gifu Prefectural General Medical Center, Gifu, Japan
| | - Jun Suzuki
- Department of Infectious Diseases, Gifu Prefectural General Medical Center, Gifu, Japan
| | - Akifumi Tsuzuku
- Department of Respiratory Medicine, Gifu Prefectural General Medical Center, Gifu, Japan
| | - Fumihiro Asano
- Department of Respiratory Medicine, Gifu Prefectural General Medical Center, Gifu, Japan
| | - Toshiyuki Noda
- Department of Cardiology, Gifu Prefectural General Medical Center, Gifu, Japan
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Sánchez-Díez S, Gómez-Ollés C, Cruz MJ, de Homdedeu M, Espejo D, Ferrer J, Roca O, Pacheco A, Muñoz X. Biomarker Profiles Associated with COVID-19 Severity and Mortality. Curr Issues Mol Biol 2023; 45:1998-2012. [PMID: 36975498 PMCID: PMC10047501 DOI: 10.3390/cimb45030128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 02/19/2023] [Accepted: 02/23/2023] [Indexed: 03/05/2023] Open
Abstract
Introduction: The aim of this study was to analyze biomarkers that might predict the severity and progression of the SARS-CoV-2 infection, both in the acute phase and after recovery. Methods: Unvaccinated patients infected with the original strain of COVID-19 requiring ward (Group 1, n = 48) or ICU (Group 2, n = 41) admission were included. At the time of admission (visit 1), a clinical history was acquired, and blood samples were obtained. One and six months after discharge from the hospital (visits 2 and 3, respectively), a clinical history, lung function tests, and blood samples were carried out. At visit 2, patients also underwent a chest CT scan. Different cytokines (IL-1β, IL-2, IL-4, IL-5, IL-6, IL-7, IL-8, IL-10, IL-12p70, IL-13, IL-17A, G-CSF, GM-CSF, IFN-ɣ, MCP-1, MIP-1β, and TNF-α) and lung fibrosis biomarkers (YKL-40 and KL-6) were measured in blood samples obtained at visits 1, 2, and 3. Results: At visit 1, IL-4, IL-5, and IL-6 levels were higher in Group 2 (p = 0.039, 0.011, and 0.045, respectively), and IL-17 and IL-8 levels were higher in Group 1 (p = 0.026 and 0.001, respectively). The number of patients in Groups 1 and 2 who died during hospitalization was 8 and 11, respectively. YKL-40 and KL-6 levels were higher in patients who died. Serum YKL-40 and KL-6 levels determined at visit 2 correlated negatively with FVC (p = 0.022 and p = 0.024, respectively) and FEV1 (p = 0.012 and p = 0.032, respectively) measured at visit 3. KL-6 levels also correlated negatively with the diffusing capacity of the lungs for carbon monoxide (DLCO, p = 0.001). Conclusions: Patients who required ICU admission had higher levels of Th2 cytokines, while patients admitted to the ward showed an innate immune response activation, with IL-8 release and Th1/Th17 lymphocyte contribution. Increased levels of YKL-40 and KL-6 were associated with mortality in COVID-19 patients.
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Affiliation(s)
- Silvia Sánchez-Díez
- Pulmonology Service, Department of Medicine, Vall d’Hebron University Hospital, Autonomous University of Barcelona, 08035 Barcelona, Spain
- CIBER of Respiratory Diseases (CIBERES), 28029 Madrid, Spain
| | - Carlos Gómez-Ollés
- Pulmonology Service, Department of Medicine, Vall d’Hebron University Hospital, Autonomous University of Barcelona, 08035 Barcelona, Spain
| | - María-Jesús Cruz
- Pulmonology Service, Department of Medicine, Vall d’Hebron University Hospital, Autonomous University of Barcelona, 08035 Barcelona, Spain
- CIBER of Respiratory Diseases (CIBERES), 28029 Madrid, Spain
- Correspondence:
| | - Miquel de Homdedeu
- Pulmonology Service, Department of Medicine, Vall d’Hebron University Hospital, Autonomous University of Barcelona, 08035 Barcelona, Spain
- CIBER of Respiratory Diseases (CIBERES), 28029 Madrid, Spain
| | - David Espejo
- Pulmonology Service, Department of Medicine, Vall d’Hebron University Hospital, Autonomous University of Barcelona, 08035 Barcelona, Spain
| | - Jaume Ferrer
- Pulmonology Service, Department of Medicine, Vall d’Hebron University Hospital, Autonomous University of Barcelona, 08035 Barcelona, Spain
- CIBER of Respiratory Diseases (CIBERES), 28029 Madrid, Spain
| | - Oriol Roca
- Intensive Medicine, Vall d’Hebron University Hospital, Autonomous University of Barcelona, Barcelona 08035, Spain
| | - Andrés Pacheco
- Intensive Medicine, Vall d’Hebron University Hospital, Autonomous University of Barcelona, Barcelona 08035, Spain
| | - Xavier Muñoz
- Pulmonology Service, Department of Medicine, Vall d’Hebron University Hospital, Autonomous University of Barcelona, 08035 Barcelona, Spain
- CIBER of Respiratory Diseases (CIBERES), 28029 Madrid, Spain
- Department of Cell Biology and Physiology and Immunology, Autonomous University of Barcelona, 08193 Barcelona, Spain
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7
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Shrestha AB, Pokharel P, Singh H, Shrestha S, Fioni. Serum Krebs von den Lungen-6 for Predicting the Severity of COVID-19: A Systematic Review, Meta-Analysis, and Trial Sequence Analysis. Clin Med Insights Circ Respir Pulm Med 2023; 17:11795484231152304. [PMID: 36710717 PMCID: PMC9875321 DOI: 10.1177/11795484231152304] [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: 05/02/2022] [Accepted: 01/04/2023] [Indexed: 01/24/2023] Open
Abstract
OBJECTIVE This systematic review and meta-analysis aimed to find the association between serum Krebs von den Lungen-6 (KL-6) and the severity of Coronavirus disease 2019 (COVID-19) infection. DATA SOURCES Databases of Embase, PubMed, Web of Science, Science Direct, and Google Scholar were searched for studies reporting KL-6 levels in COVID-19 patients, published between January 2020 and September 30 2022. DATA SYNTHESIS For comparison between the groups, standard mean difference (SMD) and 95% confidence intervals (CI) were computed as the effect sizes. Sensitivity, specificity, positive likelihood ratio (PLR), and negative likelihood ratio (NLR) were measured to assess the diagnostic power of KL-6. In addition, the summary receiver operating characteristics curve (sROC) was constructed to summarize the true positive (TP), and false positive (FP) rates. To validate the findings of meta-analysis, Trial Sequential Analysis (TSA) was conducted. RESULTS Altogether 497 severe COVID-19 patients and 934 non-severe (mild to moderate) COVID-19 patients were included. Pooling of 12 studies indicated that the serum KL-6 level had significant association with severity of COVID-19 infection: standard mean difference = 1.18 (95% CI: 0.93-1.43), p = 0.01; I2: 58.56%]. Pooled diagnostic parameters calculated from eight studies were: sensitivity 0.53 (95% CI: 0.47-0.59); specificity 0.90 (95% CI: 0.88-0.93); positive likelihood ratio 4.80 (95% CI: 3.53-6.53); negative likelihood ratio 0.46 (95% CI: 0.32-0.68); and area under curve: 0.8841. Additionally, TSA verified the adequacy of sample size and robustness of the meta-analysis. CONCLUSION Serum KL-6 level has a moderate degree of correlation with the severity of COVID-19 infection but has low sensitivity. So, it is not recommended as a screening test for severe COVID-19 infection.
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Affiliation(s)
- Abhigan Babu Shrestha
- Department of Internal Medicine, M Abdur Rahim Medical College,
Dinajpur, Bangladesh,Abhigan Babu Shrestha, Department of
Internal Medicine, M Abdur Rahim Medical College, Dinajpur, Bangladesh.
| | | | - Harendra Singh
- Department of Anesthesiology, Tribhuvan University Teaching
Hospital, Kathmandu, Nepal
| | - Sajina Shrestha
- Department of Internal Medicine, KIST Medical
College, Imadol, Nepal
| | - Fioni
- Faculty of Medicine, Universitas Prima
Indonesia, Medan, Indonesia
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8
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Qin R, He L, Yang Z, Jia N, Chen R, Xie J, Fu W, Chen H, Lin X, Huang R, Luo T, Liu Y, Yao S, Jiang M, Li J. Identification of Parameters Representative of Immune Dysfunction in Patients with Severe and Fatal COVID-19 Infection: a Systematic Review and Meta-analysis. Clin Rev Allergy Immunol 2023; 64:33-65. [PMID: 35040086 PMCID: PMC8763427 DOI: 10.1007/s12016-021-08908-8] [Citation(s) in RCA: 22] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/29/2021] [Indexed: 01/26/2023]
Abstract
Abnormal immunological indicators associated with disease severity and mortality in patients with COVID-19 have been reported in several observational studies. However, there are marked heterogeneities in patient characteristics and research methodologies in these studies. We aimed to provide an updated synthesis of the association between immune-related indicators and COVID-19 prognosis. We conducted an electronic search of PubMed, Scopus, Ovid, Willey, Web of Science, Cochrane library, and CNKI for studies reporting immunological and/or immune-related parameters, including hematological, inflammatory, coagulation, and biochemical variables, tested on hospital admission of COVID-19 patients with different severities and outcomes. A total of 145 studies were included in the current meta-analysis, with 26 immunological, 11 hematological, 5 inflammatory, 4 coagulation, and 10 biochemical variables reported. Of them, levels of cytokines, including IL-1β, IL-1Ra, IL-2R, IL-4, IL-6, IL-8, IL-10, IL-18, TNF-α, IFN-γ, IgA, IgG, and CD4+ T/CD8+ T cell ratio, WBC, neutrophil, platelet, ESR, CRP, ferritin, SAA, D-dimer, FIB, and LDH were significantly increased in severely ill patients or non-survivors. Moreover, non-severely ill patients or survivors presented significantly higher counts of lymphocytes, monocytes, lymphocyte/monocyte ratio, eosinophils, CD3+ T,CD4+T and CD8+T cells, B cells, and NK cells. The currently updated meta-analysis primarily identified a hypercytokinemia profile with the severity and mortality of COVID-19 containing IL-1β, IL-1Ra, IL-2R, IL-4, IL-6, IL-8, IL-10, IL-18, TNF-α, and IFN-γ. Impaired innate and adaptive immune responses, reflected by decreased eosinophils, lymphocytes, monocytes, B cells, NK cells, T cells, and their subtype CD4+ and CD8+ T cells, and augmented inflammation, coagulation dysfunction, and nonpulmonary organ injury, were marked features of patients with poor prognosis. Therefore, parameters of immune response dysfunction combined with inflammatory, coagulated, or nonpulmonary organ injury indicators may be more sensitive to predict severe patients and those non-survivors.
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Affiliation(s)
- Rundong Qin
- grid.470124.4Department of Allergy and Clinical Immunology, National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong China
| | - Li He
- grid.470124.4Department of Allergy and Clinical Immunology, National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong China
| | - Zhaowei Yang
- grid.470124.4Department of Allergy and Clinical Immunology, National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong China
| | - Nan Jia
- grid.470124.4Department of Allergy and Clinical Immunology, National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong China
| | - Ruchong Chen
- grid.470124.4Department of Allergy and Clinical Immunology, National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong China
| | - Jiaxing Xie
- grid.470124.4Department of Allergy and Clinical Immunology, National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong China
| | - Wanyi Fu
- grid.470124.4Department of Allergy and Clinical Immunology, National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong China
| | - Hao Chen
- grid.470124.4Department of Allergy and Clinical Immunology, National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong China
| | - Xinliu Lin
- grid.470124.4Department of Allergy and Clinical Immunology, National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong China
| | - Renbin Huang
- grid.470124.4Department of Allergy and Clinical Immunology, National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong China
| | - Tian Luo
- grid.470124.4Department of Allergy and Clinical Immunology, National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong China
| | - Yukai Liu
- grid.470124.4Department of Allergy and Clinical Immunology, National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong China
| | - Siyang Yao
- grid.470124.4Department of Allergy and Clinical Immunology, National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong China
| | - Mei Jiang
- grid.470124.4National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong China
| | - Jing Li
- grid.470124.4Department of Allergy and Clinical Immunology, National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong China
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9
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Scotto R, Lanzardo A, Buonomo AR, Pinchera B, Cattaneo L, Sardanelli A, Mercinelli S, Viceconte G, Perrella A, Esposito V, Codella AV, Maggi P, Zappulo E, Villari R, Foggia M, Gentile I. A Simple Non-Invasive Score Based on Baseline Parameters Can Predict Outcome in Patients with COVID-19. Vaccines (Basel) 2022; 10:vaccines10122043. [PMID: 36560453 PMCID: PMC9781962 DOI: 10.3390/vaccines10122043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 11/02/2022] [Accepted: 11/12/2022] [Indexed: 12/03/2022] Open
Abstract
We evaluated the role of CRP and other laboratory parameters in predicting the worsening of clinical conditions during hospitalization, ICU admission, and fatal outcome among patients with COVID-19. Consecutive adult inpatients with SARS-CoV-2 infection and respiratory symptoms treated in three different COVID centres were enrolled, and they were tested for laboratory parameters within 48 h from admission. Three-hundred ninety patients were enrolled. Age, baseline CRP, and LDH were associated with a P/F ratio < 200 during hospitalization. Male gender and CRP > 60 mg/L were shown to be independently associated with ICU admission. Lymphocytes < 1000 cell/μL were associated with the worst P/F ratio. CRP > 60 mg/L predicted exitus. We subsequently devised an 11-points numeric ordinary scoring system based on age, sex, CRP, and LDH at admission (ASCL score). Patients with an ASCL score of 0 or 2 were shown to be protected against a P/F ratio < 200, while patients with an ASCL score of 6 to 8 were shown to be at risk for P/F ratio < 200. Patients with an ASCL score ≥ 7 had a significantly increased probability of death during hospitalization. In conclusion, patients with elevated CRP and LDH and an ASCL score > 6 at admission should be prioritized for careful respiratory function monitoring and early treatment to prevent a progression of the disease.
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Affiliation(s)
- Riccardo Scotto
- Department of Clinical Medicine and Surgery—Section of Infectious Diseases, University of Naples Federico II, 80131 Naples, Italy
| | - Amedeo Lanzardo
- Department of Clinical Medicine and Surgery—Section of Infectious Diseases, University of Naples Federico II, 80131 Naples, Italy
- Correspondence: ; Tel.: +39-347-630-5933; Fax: +39-081-746-3740
| | - Antonio Riccardo Buonomo
- Department of Clinical Medicine and Surgery—Section of Infectious Diseases, University of Naples Federico II, 80131 Naples, Italy
| | - Biagio Pinchera
- Department of Clinical Medicine and Surgery—Section of Infectious Diseases, University of Naples Federico II, 80131 Naples, Italy
| | - Letizia Cattaneo
- Department of Clinical Medicine and Surgery—Section of Infectious Diseases, University of Naples Federico II, 80131 Naples, Italy
| | - Alessia Sardanelli
- Department of Clinical Medicine and Surgery—Section of Infectious Diseases, University of Naples Federico II, 80131 Naples, Italy
| | - Simona Mercinelli
- Department of Clinical Medicine and Surgery—Section of Infectious Diseases, University of Naples Federico II, 80131 Naples, Italy
| | - Giulio Viceconte
- Department of Clinical Medicine and Surgery—Section of Infectious Diseases, University of Naples Federico II, 80131 Naples, Italy
| | - Alessandro Perrella
- Emerging Infectous Disease with High Contagiousness Unit, Cotugno Hospital, 80131 Naples, Italy
| | - Vincenzo Esposito
- IVth Division of Immunodeficiency and Gender Infectious Diseases, Cotugno Hospital, 80131 Naples, Italy
| | - Alessio Vinicio Codella
- Department of Medical Sciences—Unit of Infectious Diseases, "Gaetano Rummo” Hospital, 82100 Benevento, Italy
| | - Paolo Maggi
- Infectious and Tropical Diseases Clinic, AORN Sant'Anna and San Sebastiano, 81100 Caserta, Italy
| | - Emanuela Zappulo
- Department of Clinical Medicine and Surgery—Section of Infectious Diseases, University of Naples Federico II, 80131 Naples, Italy
| | - Riccardo Villari
- Department of Clinical Medicine and Surgery—Section of Infectious Diseases, University of Naples Federico II, 80131 Naples, Italy
| | - Maria Foggia
- Department of Clinical Medicine and Surgery—Section of Infectious Diseases, University of Naples Federico II, 80131 Naples, Italy
| | - Ivan Gentile
- Department of Clinical Medicine and Surgery—Section of Infectious Diseases, University of Naples Federico II, 80131 Naples, Italy
| | - Federico II COVID-Team
- Department of Clinical Medicine and Surgery—Section of Infectious Diseases, University of Naples Federico II, 80131 Naples, Italy
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10
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Cambier M, Henket M, Frix AN, Gofflot S, Thys M, Tomasetti S, Peired A, Struman I, Rousseau AF, Misset B, Darcis G, Moutschen M, Louis R, Njock MS, Cavalier E, Guiot J. Increased KL-6 levels in moderate to severe COVID-19 infection. PLoS One 2022; 17:e0273107. [PMID: 36441730 PMCID: PMC9704627 DOI: 10.1371/journal.pone.0273107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Accepted: 08/02/2022] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND The global coronavirus disease 2019 (COVID-19) has presented significant challenges and created concerns worldwide. Besides, patients who have experienced a SARS-CoV-2 infection could present post-viral complications that can ultimately lead to pulmonary fibrosis. Serum levels of Krebs von den Lungen 6 (KL-6), high molecular weight human MUC1 mucin, are increased in the most patients with various interstitial lung damage. Since its production is raised during epithelial damages, KL-6 could be a helpful non-invasive marker to monitor COVID-19 infection and predict post-infection sequelae. METHODS We retrospectively evaluated KL-6 levels of 222 COVID-19 infected patients and 70 healthy control. Serum KL-6, fibrinogen, lactate dehydrogenase (LDH), platelet-lymphocytes ratio (PLR) levels and other biological parameters were analyzed. This retrospective study also characterized the relationships between serum KL-6 levels and pulmonary function variables. RESULTS Our results showed that serum KL-6 levels in COVID-19 patients were increased compared to healthy subjects (470 U/ml vs 254 U/ml, P <0.00001). ROC curve analysis enabled us to identify that KL-6 > 453.5 U/ml was associated with COVID-19 (AUC = 0.8415, P < 0.0001). KL-6 level was positively correlated with other indicators of disease severity such as fibrinogen level (r = 0.1475, P = 0.0287), LDH level (r = 0,31, P = 0,004) and PLR level (r = 0.23, P = 0.0005). However, KL-6 levels were not correlated with pulmonary function tests (r = 0.04, P = 0.69). CONCLUSIONS KL-6 expression was correlated with several disease severity indicators. However, the association between mortality and long-term follow-up outcomes needs further investigation. More extensive trials are required to prove that KL-6 could be a marker of disease severity in COVID-19 infection.
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Affiliation(s)
- Maureen Cambier
- Department of Pneumology, University Hospital of Liège, Liège, Belgium
- Laboratory of Molecular Angiogenesis, GIGA Research Center, University of Liège, Liège, Belgium
- * E-mail:
| | - Monique Henket
- Department of Pneumology, University Hospital of Liège, Liège, Belgium
| | - Anne Noelle Frix
- Department of Pneumology, University Hospital of Liège, Liège, Belgium
| | - Stéphanie Gofflot
- Biothèque Hospitalo-Universitaire de Liège, University Hospital of Liège, Liège, Belgium
| | - Marie Thys
- Department of Biostatistics and Medico-Economic Information, University Hospital of Liège, Liège, Belgium
| | - Sara Tomasetti
- Department of Experimental and Clinical Medicine, Careggi University Hospital, Florence, Italy
| | - Anna Peired
- Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - Ingrid Struman
- Laboratory of Molecular Angiogenesis, GIGA Research Center, University of Liège, Liège, Belgium
| | | | - Benoît Misset
- Department of Intensive Care, University Hospital of Liège, Liège, Belgium
| | - Gilles Darcis
- Department of Infectious Diseases and General Internal Medicine, Liège University Hospital, Liège, Belgium
| | - Michel Moutschen
- Department of Infectious Diseases and General Internal Medicine, Liège University Hospital, Liège, Belgium
- AIDS Reference Laboratory, Liège University, Liège, Belgium
| | - Renaud Louis
- Department of Pneumology, University Hospital of Liège, Liège, Belgium
- Fibropole Research Group, GIGA Research Center, University of Liège, University Hospital of Liège, Liège, Belgium
| | - Makon-Sébastien Njock
- Department of Pneumology, University Hospital of Liège, Liège, Belgium
- Fibropole Research Group, GIGA Research Center, University of Liège, University Hospital of Liège, Liège, Belgium
| | - Etienne Cavalier
- Department of Clinical Chemistry, University of Liège, University Hospital of Liège, Liège, Belgium
| | - Julien Guiot
- Department of Pneumology, University Hospital of Liège, Liège, Belgium
- Fibropole Research Group, GIGA Research Center, University of Liège, University Hospital of Liège, Liège, Belgium
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11
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Monoclonal Antibodies against SARS-CoV-2 Infection: Results from a Real-Life Study before the Omicron Surge. Vaccines (Basel) 2022; 10:vaccines10111895. [PMID: 36366403 PMCID: PMC9693092 DOI: 10.3390/vaccines10111895] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 11/07/2022] [Accepted: 11/07/2022] [Indexed: 11/12/2022] Open
Abstract
Despite the lightning-fast advances in the management of SARS-CoV after 2 years of pandemic, COVID-19 continues to pose a challenge for fragile patients, who could benefit from early administration of monoclonal antibodies (mAbs) to reduce the risk of severe disease progression. We conducted a prospective study to evaluate the effectiveness of mAbs against SARS-CoV-2 among patients at risk for severe disease progression, namely elderly and those with comorbidities, before the omicron variant surge. Patients were treated with either casirivimab/imdevimab, sotrovimab, or bamlanivimab/etesevimab. The rates and risk factors for clinical worsening, hospitalization, ICU admission and death (unfavorable outcomes) were evaluated. A stratified analysis according to the presence of SARS-CoV-2 IgG was also performed. Among 185 included patients, we showed low rates of unfavorable outcomes (9.2%), which were more frequent in patients with chronic kidney disease (aOR: 10.44, 95% CI: 1.73−63.03; p < 0.05) and basal D-dimer serum concentrations > 600 ng/mL (aOR 21.74, 95% CI: 1.18−397.70; p < 0.05). Patients with negative SARS-CoV-2 serology at baseline showed higher C-reactive protein values compared with patients with positive serology (p < 0.05) and a trend toward a higher admission rate to SICU and ICU compared with patients with positive serology. Our results thus showed, in a real-life setting, the efficacy of mAbs against SARS-CoV-2 before an Omicron surge when the available mabs become not effective.
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12
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Arakawa N, Matsuyama S, Matsuoka M, Kitamura I, Miyashita K, Kitagawa Y, Imai K, Ogawa K, Maeda T, Saito Y, Hasegawa C. Serum stratifin and presepsin as candidate biomarkers for early detection of COVID-19 disease progression. J Pharmacol Sci 2022; 150:21-30. [PMID: 35926945 PMCID: PMC9188980 DOI: 10.1016/j.jphs.2022.06.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Revised: 05/18/2022] [Accepted: 06/06/2022] [Indexed: 01/08/2023] Open
Abstract
The prognosis of patients with severe cases of COVID-19 is poor; thus, biomarkers for earlier prediction of COVID-19 progression are vital. We measured levels of five lung injury-related biomarkers, SP-D, KL-6, presepsin, kallistatin and stratifin, in serum samples collected serially during hospitalization from 31 patients with mild/moderate or severe/critical COVID-19 pneumonia, and their predictive performances were compared. Like the previously reported presepsin, a new biomarker candidate, stratifin, was significantly elevated with the onset of severe or critical symptoms in COVID-19 patients and decreased with symptom improvement. Notably, changes in stratifin and presepsin levels were distinctly earlier than those in SP-D, KL-6 and even SpO2/FiO2 values. Furthermore, serum levels of these biomarkers were significantly higher at the pre-severe stage (before the start of oxygen support) of patients who eventually advanced to severe/critical stages than in the patients who remained at the mild/moderate stage. These results were confirmed in an independent cohort, including 71 mild/moderate and 14 severe/critical patients, for whom the performance of stratifin and presepsin in discriminating between mild/moderate and pre-severe conditions of COVID-19 patients was superior to that of the SpO2/FiO2 ratio. Therefore, we concluded that stratifin and presepsin could be used as prognostic biomarkers for severe COVID-19 progression.
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13
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Clinical Utility of Circulating Pneumoproteins as Diagnostic and Prognostic Biomarkers in COVID-19: A Systematic Review and Meta-analysis. Infect Dis Ther 2022; 11:1981-1998. [PMID: 36006559 PMCID: PMC9403970 DOI: 10.1007/s40121-022-00686-w] [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: 06/26/2022] [Accepted: 08/05/2022] [Indexed: 11/05/2022] Open
Abstract
INTRODUCTION This study explored circulating pneumoproteins in the diagnosis, severity, and prognosis of COVID-19 by meta-analysis. METHODS We searched five databases and other sources until December 16, 2021. Standardized mean difference (SMD) and 95% confidence interval (CI) were the overall outcomes. RevMan 5.3, Stata 16, and Meta-DiSc 1.4 were utilized for pooled analysis. RESULTS A total of 2432 subjects from 26 studies were included. Patients with COVID-19 had higher circulating KL-6, SP-D, and SP-A levels (SMD 1.34, 95% CI [0.60, 2.08]; SMD 1.74, 95% CI [0.64, 2.84]; SMD 3.42, 95% CI [1.31, 5.53], respectively) than healthy individuals. Circulating SP-D levels were not significantly different in survivors and non-survivors (SMD - 0.19, 95% CI [- 0.78, 0.40]). Circulating KL-6, SP-D, and RAGE levels in patients with mild to moderate COVID-19 were significantly lower (SMD - 0.93, 95% CI [- 1.22, - 0.65]; SMD - 1.32, 95% CI [- 2.34, - 0.29]; SMD - 1.17, 95% CI [- 2.06, - 0.28], respectively) than in patients with severe COVID-19. Subgroup analysis suggested that country and total number may be related to the heterogeneity when analyzing SP-D in patients with mild to moderate vs. severe COVID-19. The meta-analysis of diagnostic accuracy including KL-6 for severity, KL-6 for mortality, and SP-D for severity demonstrated that they all had limited diagnostic value. CONCLUSION Therefore, circulating pneumoproteins (KL-6, SP-D, and RAGEs) reflect the diagnosis, severity, and prognosis of COVID-19, and follow-up studies are still needed.
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14
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Exploring the Role of Krebs von den Lungen-6 in Severe to Critical COVID-19 Patients. Life (Basel) 2022; 12:life12081141. [PMID: 36013321 PMCID: PMC9409731 DOI: 10.3390/life12081141] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Revised: 07/19/2022] [Accepted: 07/26/2022] [Indexed: 01/02/2023] Open
Abstract
COVID-19 encompasses a broad spectrum of clinical conditions caused by SARS-CoV-2 infection. More severe cases experience acute respiratory and/or multiorgan failure. KL-6 is a glycoprotein expressed mainly from type II alveolar cells with pro-fibrotic properties. Serum KL-6 concentrations have been found in patients with COVID-19. However, the relevance of KL-6 in patients with severe and critical COVID-19 has not been fully elucidated. Methods: Retrospective data from consecutive severe to critical COVID-19 patients were collected at UOC Clinica Pnuemologica “Vanvitelli”, A.O. dei Colli, Naples, Italy. The study included patients with a positive rhinopharyngeal swab for SARS-CoV-2 RNA with severe or critical COVID-19. Results: Among 87 patients, 24 had poor outcomes. The median KL-6 value in survivors was significantly lower when compared with dead or intubated patients (530 U/mL versus 1069 U/mL p < 0.001). KL-6 was correlated with body mass index (BMI) (r: 0.279, p: 0.009), lung ultrasound score (LUS) (r: 0.429, p < 0.001), Chung Score (r: 0.390, p < 0.001). KL-6 was associated with the risk of death or oro-tracheal intubation (IOT) after adjusting for gender, BMI, Charlson Index, Chung Score, and PaO2/FIO2 (OR 1.003 95% CI 1.001−1.004, p < 0.001). Serum KL-6 value of 968 has a sensitivity of 79.2%, specificity of 87.1%, PPV 70.4%, NPV 91.5%, AUC: O.85 for risk of death or IOT. Conclusions: The presented research highlights the relevance of serum KL-6 in severe to critical COVID-19 patients in predicting the risk of death or IOT.
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15
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Maruyama S, Nakamori Y, Nakano H, Tsuyumu K, Kanayama S, Iwamura H, Wada D, Yoshihara T, Saito F, Yoshiya K, Kuwagata Y. Peak value of serum KL-6 may be useful for predicting poor prognosis of severe COVID-19 patients. Eur J Med Res 2022; 27:69. [PMID: 35590343 PMCID: PMC9118822 DOI: 10.1186/s40001-022-00690-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Accepted: 04/22/2022] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Serum Krebs von den Lungen 6 (KL-6), which reflects alveolar epithelial injury, was reported to be useful to predict the progression of pneumonitis induced by COVID-19 in the early phase. This study aimed to evaluate the peak value of serum KL-6 during hospitalization for COVID-19 to discover a more useful biomarker for predicting prognosis in COVID-19 patients. METHODS In this retrospective, single-center, observational study, we analyzed the data of 147 hospitalized patients who required supplemental oxygen, high-flow oxygen therapy, or invasive mechanical ventilation for respiratory failure due to COVID-19 from March 2020 to February 2021. We extracted data on patient sex, age, comorbidities, treatment, and biomarkers including the initial and peak values of KL-6. Inclusion criteria were examination of the studied biomarkers at least once within 3 days of admission, then at least once a week, and at a minimum, at least twice during the entire hospitalization. Area under the receiver operating curve (AUC) was analyzed to determine the accuracy of several biomarkers including KL-6 and LDH for predicting poor prognosis defined as survivors requiring invasive mechanical ventilation for over 28 days or non-survivors of COVID-19. Univariable and multivariate logistic regression analyses were performed to investigate the prognostic value of the baseline characteristics and biomarkers. RESULTS Among the 147 patients, 108 (73.5%) had a good prognosis and 39 (26.5%) had a poor prognosis. The AUC analysis indicated that peak KL-6 showed precise accuracy in the discrimination of patients with poor prognosis (AUC 0.89, p < 0.001). The best cut-off value for KL-6 concentration was 966 U/mL (sensitivity 81.6%, specificity84.3%). After adjustment, increasing peak values of KL-6 or LDH were associated with a high risk of poor prognosis, with an adjusted odds ratio of 1.35 for peak value of KL-6, per 100 U/mL increase (95% CI 1.17-1.57, p < 0.001) and 2.16 for peak value of LDH, per 100 U/L increase (95% CI 1.46-3.20, p < 0.001). CONCLUSIONS Peak values of KL-6 and LDH measured during hospitalization might help to identify COVID-19 patients with respiratory failure who are at higher risk for a poor prognosis.
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Affiliation(s)
- Shuhei Maruyama
- Department of Emergency and Critical Care Medicine, Kansai Medical University Medical Center, 10-15 Fumizono-cho, Moriguchi, Osaka 570-8507 Japan
| | - Yasushi Nakamori
- Department of Emergency and Critical Care Medicine, Kansai Medical University Medical Center, 10-15 Fumizono-cho, Moriguchi, Osaka 570-8507 Japan
| | - Hitoshi Nakano
- Department of Emergency and Critical Care Medicine, Kansai Medical University Medical Center, 10-15 Fumizono-cho, Moriguchi, Osaka 570-8507 Japan
| | - Keiko Tsuyumu
- Department of Emergency and Critical Care Medicine, Kansai Medical University Medical Center, 10-15 Fumizono-cho, Moriguchi, Osaka 570-8507 Japan
| | - Shuji Kanayama
- Department of Emergency and Critical Care Medicine, Kansai Medical University Medical Center, 10-15 Fumizono-cho, Moriguchi, Osaka 570-8507 Japan
| | - Hiromu Iwamura
- Department of Emergency and Critical Care Medicine, Kansai Medical University Medical Center, 10-15 Fumizono-cho, Moriguchi, Osaka 570-8507 Japan
| | - Daiki Wada
- Department of Emergency and Critical Care Medicine, Kansai Medical University Medical Center, 10-15 Fumizono-cho, Moriguchi, Osaka 570-8507 Japan
| | - Tomoyuki Yoshihara
- Department of Emergency and Critical Care Medicine, Kansai Medical University Medical Center, 10-15 Fumizono-cho, Moriguchi, Osaka 570-8507 Japan
| | - Fukuki Saito
- Department of Emergency and Critical Care Medicine, Kansai Medical University Medical Center, 10-15 Fumizono-cho, Moriguchi, Osaka 570-8507 Japan
| | - Kazuhisa Yoshiya
- Department of Emergency and Critical Care Medicine, Kansai Medical University Medical Center, 10-15 Fumizono-cho, Moriguchi, Osaka 570-8507 Japan
| | - Yasuyuki Kuwagata
- Department of Emergency and Critical Care Medicine, Kansai Medical University Hospital, 2-3-1 Shinmachi, Hirakata, Osaka 573-1191 Japan
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16
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Togashi Y, Kono Y, Okuma T, Shioiri N, Mizushima R, Tanaka A, Ishiwari M, Toriyama K, Kikuchi R, Takoi H, Abe S. Surfactant protein D: A useful biomarker for distinguishing COVID‐19 pneumonia from COVID‐19 pneumonia‐like diseases. Health Sci Rep 2022; 5:e622. [PMID: 35509408 PMCID: PMC9059194 DOI: 10.1002/hsr2.622] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 03/08/2022] [Accepted: 04/01/2022] [Indexed: 12/29/2022] Open
Abstract
Introduction Computed tomography is useful for the diagnosis of coronavirus disease (COVID‐19) pneumonia. However, many types of interstitial lung diseases and even bacterial pneumonia can show abnormal chest shadows that are indistinguishable from those observed in COVID‐19 pneumonia. Thus, it is necessary to identify useful biomarkers that can efficiently distinguish COVID‐19 pneumonia from COVID‐19 pneumonia‐like diseases. Herein, we investigated the usefulness of serum Krebs von den Lungen 6 (KL‐6) and surfactant protein D (SP‐D) for identifying patients with COVID‐19 pneumonia among patients with abnormal chest shadows consistent with COVID‐19 pneumonia. Method This was a retrospective cohort study of consecutive patients who underwent evaluation of serum KL‐6 and SP‐D at a single center from February 2019 to December 2020. A total of 54 patients with COVID‐19 pneumonia and 65 patients with COVID‐19 pneumonia‐like diseases were enrolled in this study from the source population. Serum KL‐6 and SP‐D levels in both groups were analyzed. Result The serum levels of KL‐6 and SP‐D in patients with COVID‐19 pneumonia were significantly lower than those in patients with COVID‐19 pneumonia‐like disease (median [interquartile range]: 208.5 [157.5–368.5] U/ml vs. 430 [284.5–768.5] U/ml, p < 0.0001 and 24.7 [8.6–51.0] ng/ml vs. 141 [63.7–243.5] ng/ml, p < 0.0001, respectively). According to receiver operating characteristic (ROC) analysis, the areas under the ROC curves (95% confidence intervals) of serum KL‐6 and SP‐D levels for distinguishing COVID‐19 pneumonia from COVID‐19 pneumonia‐like diseases were 0.761 (0.675–0.847) and 0.874 (0.812–0.936), respectively. The area under the ROC curve of serum SP‐D was significantly larger than that of serum KL‐6 (p = 0.0213), suggesting that serum SP‐D can more efficiently distinguish COVID‐19 pneumonia from COVID‐19 pneumonia‐like diseases. Conclusion Serum SP‐D is a promising biomarker for distinguishing COVID‐19 pneumonia from COVID‐19 pneumonia‐like diseases. Serum SP‐D can be useful for the management of patients with abnormal chest shadow mimicking COVID‐19 pneumonia.
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Affiliation(s)
- Yuki Togashi
- Department of Respiratory Medicine Tokyo Medical University Hospital Shinjuku‐ku Tokyo Japan
| | - Yuta Kono
- Department of Respiratory Medicine Tokyo Medical University Hospital Shinjuku‐ku Tokyo Japan
| | - Takashi Okuma
- Department of Respiratory Medicine Tokyo Medical University Hospital Shinjuku‐ku Tokyo Japan
| | - Nao Shioiri
- Department of Respiratory Medicine Tokyo Medical University Hospital Shinjuku‐ku Tokyo Japan
| | - Reimi Mizushima
- Department of Respiratory Medicine Tokyo Medical University Hospital Shinjuku‐ku Tokyo Japan
| | - Akane Tanaka
- Department of Respiratory Medicine Tokyo Medical University Hospital Shinjuku‐ku Tokyo Japan
| | - Mayuko Ishiwari
- Department of Respiratory Medicine Tokyo Medical University Hospital Shinjuku‐ku Tokyo Japan
| | - Kazutoshi Toriyama
- Department of Respiratory Medicine Tokyo Medical University Hospital Shinjuku‐ku Tokyo Japan
| | - Ryota Kikuchi
- Department of Respiratory Medicine Tokyo Medical University Hospital Shinjuku‐ku Tokyo Japan
| | - Hiroyuki Takoi
- Department of Respiratory Medicine Tokyo Medical University Hospital Shinjuku‐ku Tokyo Japan
| | - Shinji Abe
- Department of Respiratory Medicine Tokyo Medical University Hospital Shinjuku‐ku Tokyo Japan
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Yakushiji Y, Motoyama K, Fukuda M, Takahashi H, Kimura M, Tazoe S, Iida H, Tamai A, Sakura T, Isaka Y, Fukumoto M, Yamagami K, Nakagawa H, Shirano M, Hosoi M. Impact of Diabetes and KL-6 on COVID-19 Severity; A Single Center Study from Japan. J Diabetes Investig 2022; 13:1277-1285. [PMID: 35243802 PMCID: PMC9114902 DOI: 10.1111/jdi.13784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2021] [Revised: 02/24/2022] [Accepted: 02/27/2022] [Indexed: 11/29/2022] Open
Abstract
AIMS/INTRODUCTION Diabetes mellitus is reported as a risk factor for increased COVID-19 severity and mortality, but there have been few reports from Japan. Associations between diabetes mellitus and COVID-19 severity and mortality were investigated in a single Japanese hospital. MATERIALS AND METHODS Patients ≥20 years of age admitted to Osaka City General Hospital for COVID-19 treatment between April, 2020 and March, 2021 were included in this retrospective, observational study. Multivariable logistic regression analysis was performed to examine whether diabetes mellitus contributes to COVID-19-related death and severity. RESULTS Of the 262 patients included, 108 (41.2%) required invasive ventilation, and 34 (13.0%) died in hospital. The diabetes group (n=92) was significantly older, more obese, had longer hospital stays, more severe illness, and higher mortality than the non-diabetes group (n=170). On multivariable logistic regression analysis, age (odds ratio (OR) 1.054 [95% confidence interval (CI) 1.023 - 1.086]), body mass index (OR 1.111 [95%CI 1.028 - 1.201]), history of diabetes mellitus (OR 2.429 [95%CI 1.152 - 5.123]), neutrophil count (OR 1.222 [95%CI 1.077 - 1.385]), CRP (OR 1.096 [95%CI 1.030 - 1.166]), and KL-6 (OR 1.002 [95%CI 1.000 - 1.003]) were predictors for COVID-19 severity (R2 =0.468). Meanwhile, age (OR 1.104 [95%CI 1.037 - 1.175]) and KL-6 (OR 1.003 [95%CI 1.001 - 1.005]) were predictors for COVID-19-related death (R2 =0.475). CONCLUSIONS Diabetes mellitus was a definite risk factor for COVID-19 severity in a single Japanese hospital treating moderately to severely ill patients.
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Affiliation(s)
- Yosuke Yakushiji
- Department of Diabetic Medicine, Osaka City General Hospital, 2-13-22, Miyakojimahondori, Miyakojima, Osaka-shi, Osaka, 534-0021, Japan
| | - Koka Motoyama
- Department of Diabetic Medicine, Osaka City General Hospital, 2-13-22, Miyakojimahondori, Miyakojima, Osaka-shi, Osaka, 534-0021, Japan
| | - Mayu Fukuda
- Department of Diabetic Medicine, Osaka City General Hospital, 2-13-22, Miyakojimahondori, Miyakojima, Osaka-shi, Osaka, 534-0021, Japan
| | - Hisako Takahashi
- Department of Diabetic Medicine, Osaka City General Hospital, 2-13-22, Miyakojimahondori, Miyakojima, Osaka-shi, Osaka, 534-0021, Japan
| | - Makiko Kimura
- Department of Diabetic Medicine, Osaka City General Hospital, 2-13-22, Miyakojimahondori, Miyakojima, Osaka-shi, Osaka, 534-0021, Japan
| | - Satoshi Tazoe
- Department of Diabetic Medicine, Osaka City General Hospital, 2-13-22, Miyakojimahondori, Miyakojima, Osaka-shi, Osaka, 534-0021, Japan
| | - Hiromi Iida
- Department of Diabetic Medicine, Osaka City General Hospital, 2-13-22, Miyakojimahondori, Miyakojima, Osaka-shi, Osaka, 534-0021, Japan
| | - Anna Tamai
- Department of Diabetic Medicine, Osaka City General Hospital, 2-13-22, Miyakojimahondori, Miyakojima, Osaka-shi, Osaka, 534-0021, Japan
| | - Takeshi Sakura
- Department of Diabetic Medicine, Osaka City General Hospital, 2-13-22, Miyakojimahondori, Miyakojima, Osaka-shi, Osaka, 534-0021, Japan
| | - Yoshihiro Isaka
- Department of Diabetic Medicine, Osaka City General Hospital, 2-13-22, Miyakojimahondori, Miyakojima, Osaka-shi, Osaka, 534-0021, Japan
| | - Mariko Fukumoto
- Department of Diabetic Medicine, Osaka City General Hospital, 2-13-22, Miyakojimahondori, Miyakojima, Osaka-shi, Osaka, 534-0021, Japan
| | - Keiko Yamagami
- Department of Diabetic Medicine, Osaka City General Hospital, 2-13-22, Miyakojimahondori, Miyakojima, Osaka-shi, Osaka, 534-0021, Japan
| | - Hidenori Nakagawa
- Department of Diabetic Medicine, Osaka City General Hospital, 2-13-22, Miyakojimahondori, Miyakojima, Osaka-shi, Osaka, 534-0021, Japan
| | - Michinori Shirano
- Department of Diabetic Medicine, Osaka City General Hospital, 2-13-22, Miyakojimahondori, Miyakojima, Osaka-shi, Osaka, 534-0021, Japan
| | - Masayuki Hosoi
- Department of Diabetic Medicine, Osaka City General Hospital, 2-13-22, Miyakojimahondori, Miyakojima, Osaka-shi, Osaka, 534-0021, Japan
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18
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Naderi N, Rahimzadeh M. Krebs von den Lungen-6 (KL-6) as a clinical marker for severe COVID-19: A systematic review and meta-analyses. Virology 2022; 566:106-113. [PMID: 34896901 PMCID: PMC8642780 DOI: 10.1016/j.virol.2021.11.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Revised: 11/15/2021] [Accepted: 11/17/2021] [Indexed: 01/04/2023]
Abstract
BACKGROUND Krebs von den Lungen-6 (KL-6) is a molecule that is predominantly expressed by damaged alveolar type II cells, and has been proposed as a marker of COVID-19 and the severity of the disease. Here, we performed a meta-analysis to determine whether KL-6 could be used as a prognostic factor for severe COVID-19. METHODS PubMed, Cochrane and Google Scholar were searched until April 20, 2021, and 7 studies were included. KL-6 was considered as the outcome and pooled in meta-analyses. RESULTS All included studies compared KL-6 in severe and non-severe patients. Serum KL-6 was higher in severe COVID-19 patients compared to non-severe (n = 6; SMD = 1.25; 95% CI: 0.99-1.5; P < 0.001) and healthy controls (n = 4; SMD = 3.07; 95% CI: 1.36-4.8; P < 0.001). CONCLUSION This data collection revealed the potential clinical significance of KL-6 as a non-expensive predictive biomarker in severe COVID-19 and for the categorization of COVID-19 clinical severity.
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Affiliation(s)
- Nadereh Naderi
- Infectious and Tropical Diseases Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran,Department of Immunology, Faculty of Medicine, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Mahsa Rahimzadeh
- Infectious and Tropical Diseases Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran,Department of Biochemistry, Faculty of Medicine, Hormozgan University of Medical Sciences, Bandar Abbas, Iran,Corresponding author. Hormozgan University of Medical Sciences, EmamHossein Boulevard, Bandar Abbas, P.O. Box: 7919693116, Iran
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19
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Almuntashiri S, James C, Wang X, Siddiqui B, Zhang D. The Potential of Lung Epithelium Specific Proteins as Biomarkers for COVID-19-Associated Lung Injury. Diagnostics (Basel) 2021; 11:diagnostics11091643. [PMID: 34573984 PMCID: PMC8469873 DOI: 10.3390/diagnostics11091643] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Revised: 08/25/2021] [Accepted: 09/07/2021] [Indexed: 02/07/2023] Open
Abstract
Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infection was first reported in Wuhan, China, and was declared a pandemic by the World Health Organization (WHO) on 20 March 2020. The respiratory system is the major organ system affected by COVID-19. Numerous studies have found lung abnormalities in patients with COVID-19, including shortness of breath, respiratory failure, and acute respiratory distress syndrome. The identification of lung-specific biomarkers that are easily measurable in serum would be valuable for both clinicians and patients with such conditions. This review is focused on the pneumoproteins and their potential to serve as biomarkers for COVID-19-associated lung injury, including Krebs von den Lungen-6 (KL-6), surfactant proteins (SP-A, SP-B, SP-C, SP-D), and Clara cell secretory protein (CC16). The current findings indicate the aforementioned pneumoproteins may reflect the severity of pulmonary manifestations and could serve as potential biomarkers in COVID-19-related lung injury.
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Affiliation(s)
- Sultan Almuntashiri
- Clinical and Experimental Therapeutics, College of Pharmacy, University of Georgia and Charlie Norwood VA Medical Center, Augusta, GA 30912, USA; (S.A.); (X.W.)
- Department of Clinical Pharmacy, College of Pharmacy, University of Hail, Hail 55473, Saudi Arabia
| | - Chelsea James
- College of Pharmacy, University of Georgia, Augusta, GA 30912, USA;
| | - Xiaoyun Wang
- Clinical and Experimental Therapeutics, College of Pharmacy, University of Georgia and Charlie Norwood VA Medical Center, Augusta, GA 30912, USA; (S.A.); (X.W.)
| | - Budder Siddiqui
- Division of Infectious Diseases, Medical College of Georgia, Augusta University, Augusta, GA 30912, USA;
| | - Duo Zhang
- Clinical and Experimental Therapeutics, College of Pharmacy, University of Georgia and Charlie Norwood VA Medical Center, Augusta, GA 30912, USA; (S.A.); (X.W.)
- Vascular Biology Center, Augusta University, Augusta, GA 30912, USA
- Correspondence: ; Tel.: +1-706-721-6491; Fax: +1-706-721-3994
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