Role of Biomarkers in the Stratification of COVID-19 Disease Severity – A Review

2021 ◽  
Vol 5 (02) ◽  
pp. 61-68
Author(s):  
Mohammed Nuruzzaman Bhuiyan ◽  
Susane Giti ◽  
Mahbuba Akhter ◽  
Mohammad Shameem Montasir Hossen ◽  
Moshiur Rahman
Keyword(s):  
Systematic Review ◽  
Disease Severity ◽  
Severe Disease ◽  
Acute Phase Reactants ◽  
Secondary Sources ◽  
Reactive Protein ◽  
Amyloid A ◽  
Cd8 T Lymphocyte ◽  
Data Source

Background: There have been a wide variety of clinical publications on coronavirus disease 19 (COVID-19) focused on specific biomarkers. Acute-phase reactants, such as C-reactive protein (CRP), ferritin, serum amyloid A (SAA), and procalcitonin, have been identified as sensitive markers of acute COVID-19 illness, even though they are nonspecific markers. Objective: The purpose of this study is to summarize the role of several biomarkers in the stratification of COVID-19 disease severity. Methods: This study followed systematic literature review method. The systematic review followed the review process as it was well developed and planned to reduce biases and eliminate irrelevant and low-quality studies. The steps for implementing a systematic review include correctly formulating the COVID-19 question to answer, developing a protocol based on inclusion and exclusion criteria, performing a detailed and broad literature search and screening the abstracts of the studies identified in the search and subsequently of the selected complete texts. After selecting the study, the next steps were synthesis of the evidence like extract the necessary data into a form designed in the protocol to summarise the included studies, assess the biases of each study, identifying the quality of the available evidence, and develop tables and text that synthesise the evidence. The secondary sources of data for this study included different published topics from national & international journals. Good number of Journal articles was taken regarding “Role of Biomarkers in the Stratification of COVID-19”. Published articles were collected from renowned indexing data source like PubMed, Medline, and Scopus. Etc. Conclusion: Significantly increased white blood cell count, lymphopenia, decreased CD3, CD4, or CD8 T-lymphocyte counts, high neutrophil count, thrombocytopenia, and dramatically elevated inflammatory biomarkers were all linked to severe disease and the probability of developing sepsis as the disease progressed. Progressive decreases with lymphopenia, thrombocytopenia, elevated CRP, procalcitonin, increased liver enzymes, impaired renal function, and coagulation derangements were more common in critically sick patients and were linked to a higher rate of clinical sequelae. In seriously and critically ill patients, elevated interleukin levels and significantly increased SAA were most frequently reported. The neutrophil to lymphocyte ratio, the systemic immune inflammation index, and the COVID-19 Severity Score are all indicators of systemic inflammation that can be used to predict disease severity, outcome, and death.

scholarly journals Predicting Disease Severity and Outcome in COVID-19 Patients: A Review of Multiple Biomarkers

2020 ◽  
Vol 144 (12) ◽  
pp. 1465-1474 ◽  
Author(s):  
Youley Tjendra ◽  
Abdulaziz F. Al Mana ◽  
Andrea P. Espejo ◽  
Yamac Akgun ◽  
Nicolas C. Millan ◽  
...  
Keyword(s):  
Disease Severity ◽  
Critically Ill ◽  
Severe Disease ◽  
Critically Ill Patient ◽  
Rapid Progression ◽  
Acute Phase Reactants ◽  
Systematic Analysis ◽  
Clinical Criteria ◽  
Amyloid A ◽  
Clinical Complications

Context.— An abundance of clinical reports focused on specific laboratory parameters have been reported on coronavirus disease 19 (COVID-19), but a systematic analysis synthesizing these findings has not been performed. Objective.— To review and summarize the current available literature on the predictive role of various biomarkers in COVID-19 patients. Data Sources.— A literature search was performed using databases including PubMed, medRxiv, and bioRxiv. A total of 72 papers were reviewed, including 54 peer-reviewed papers and 18 non–peer-reviewed preprints. Conclusions.— Although the markers are considered nonspecific, acute-phase reactants, including C-reactive protein (CRP), ferritin, serum amyloid A (SAA), and procalcitonin, were reported as sensitive markers of acute COVID-19 disease. Significantly elevated white blood cell count; marked lymphopenia; decreased CD3, CD4, or CD8 T-lymphocyte counts; high neutrophil count; thrombocytopenia; and markedly elevated inflammatory biomarkers were associated with severe disease and the risk of developing sepsis with rapid progression. Trends observed by serial laboratory measurements during hospitalization, including progressive decrease of lymphocyte count, thrombocytopenia, elevated CRP, procalcitonin, increased liver enzymes, decreased renal function, and coagulation derangements, were more common in critically ill patient groups and associated with a high incidence of clinical complications. Elevated interleukin 6 level and markedly increased SAA were most often reported in severely and critically ill patients. Indicators of systemic inflammation, such as neutrophil to lymphocyte ratio, systemic immune-inflammation index, or COVID-19 Severity Score, may be used to predict disease severity, outcome, and mortality. Interpretation of the data reported in the studies reviewed here is limited because of the study design (mostly retrospective), limited sample size, and a lack of defined clinical criteria.

scholarly journals Serum C-Reactive Protein and Interleukin-6 Levels as Biomarkers for Disease Severity and Clinical Outcomes in Patients with Idiopathic Granulomatous Mastitis

2021 ◽  
Vol 10 (10) ◽  
pp. 2077
Author(s):  
Yi-Min Huang ◽  
Chiao Lo ◽  
Chiao-Feng Cheng ◽  
Cheng-Hsun Lu ◽  
Song-Chou Hsieh ◽  
...  
Keyword(s):  
Disease Severity ◽  
Severe Disease ◽  
Linear Regression Analysis ◽  
Multiple Linear Regression Analysis ◽  
Serum Biomarkers ◽  
Healthy Controls ◽  
Granulomatous Mastitis ◽  
C Reactive Protein ◽  
Idiopathic Granulomatous Mastitis ◽  
Reactive Protein

Idiopathic granulomatous mastitis (IGM) is a rare inflammatory breast disease mimicking breast cancer. Limited research has been conducted on the application of serum biomarkers. This study aims to investigate the association of serum biomarkers with disease severity in patients with IGM. From November 2011 to March 2020, medical records of patients with IGM were reviewed. Serum cytokine levels were measured in patients and healthy controls between July 2018 and March 2020. A total of 41 patients with histologically proven IGM were found. Serum interleukin (IL)-6 level was significantly higher in patients with IGM (n = 11) than healthy controls (n = 7). Serum IL-6 and C-reactive protein (CRP) levels were significantly higher in patients with severe disease than mild and moderate disease. Serum IL-6 (Spearman’s ρ = 0.855; p < 0.001) and CRP (Spearman’s ρ = 0.838; p = 0.001) levels were associated with time to resolution. A higher serum CRP level was associated with a longer time to resolution (B = 0.322; p < 0.001) in multiple linear regression analysis. Serum IL-6 and CRP levels can be used as biomarkers for the evaluation of disease severity in IGM. IL-6 may play a crucial role in the immunopathology of IGM.

scholarly journals Informing the public health response to COVID-19: a systematic review of risk factors for disease, severity, and mortality

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
M. Flook ◽  
C. Jackson ◽  
E. Vasileiou ◽  
C. R. Simpson ◽  
M. D. Muckian ◽  
...  
Keyword(s):  
Public Health ◽  
Risk Factors ◽  
Systematic Review ◽  
At Risk ◽  
Risk Factor ◽  
Disease Severity ◽  
Severe Disease ◽  
Public Health Response ◽  
Wide Range ◽  
Multivariable Analyses

Abstract Background Severe Acute Respiratory Syndrome coronavirus-2 (SARS-CoV-2) has challenged public health agencies globally. In order to effectively target government responses, it is critical to identify the individuals most at risk of coronavirus disease-19 (COVID-19), developing severe clinical signs, and mortality. We undertook a systematic review of the literature to present the current status of scientific knowledge in these areas and describe the need for unified global approaches, moving forwards, as well as lessons learnt for future pandemics. Methods Medline, Embase and Global Health were searched to the end of April 2020, as well as the Web of Science. Search terms were specific to the SARS-CoV-2 virus and COVID-19. Comparative studies of risk factors from any setting, population group and in any language were included. Titles, abstracts and full texts were screened by two reviewers and extracted in duplicate into a standardised form. Data were extracted on risk factors for COVID-19 disease, severe disease, or death and were narratively and descriptively synthesised. Results One thousand two hundred and thirty-eight papers were identified post-deduplication. Thirty-three met our inclusion criteria, of which 26 were from China. Six assessed the risk of contracting the disease, 20 the risk of having severe disease and ten the risk of dying. Age, gender and co-morbidities were commonly assessed as risk factors. The weight of evidence showed increasing age to be associated with severe disease and mortality, and general comorbidities with mortality. Only seven studies presented multivariable analyses and power was generally limited. A wide range of definitions were used for disease severity. Conclusions The volume of literature generated in the short time since the appearance of SARS-CoV-2 has been considerable. Many studies have sought to document the risk factors for COVID-19 disease, disease severity and mortality; age was the only risk factor based on robust studies and with a consistent body of evidence. Mechanistic studies are required to understand why age is such an important risk factor. At the start of pandemics, large, standardised, studies that use multivariable analyses are urgently needed so that the populations most at risk can be rapidly protected. Registration This review was registered on PROSPERO as CRD42020177714.

scholarly journals Serum albumin concentrations are associated with disease severity and outcomes in coronavirus 19 disease (COVID-19): a systematic review and meta-analysis

2021 ◽  
Author(s):  
Panagiotis Paliogiannis ◽  
Arduino Aleksander Mangoni ◽  
Michela Cangemi ◽  
Alessandro Giuseppe Fois ◽  
Ciriaco Carru ◽  
...  
Keyword(s):  
Systematic Review ◽  
Serum Albumin ◽  
Disease Severity ◽  
Meta Analysis ◽  
Severe Disease ◽  
Geographic Area ◽  
Adverse Outcomes ◽  
Poor Outcome ◽  
Standard Mean Difference ◽  
Meta Regression Analysis

AbstractCoronavirus disease 2019 (COVID-19), an infectious disease caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), is responsible for the most threatening pandemic in modern history. The aim of this systematic review and meta-analysis was to investigate the associations between serum albumin concentrations and COVID-19 disease severity and adverse outcomes. A systematic literature search was conducted in PubMed, from inception to October 30, 2020. Sixty-seven studies in 19,760 COVID-19 patients (6141 with severe disease or poor outcome) were selected for analysis. Pooled results showed that serum albumin concentrations were significantly lower in patients with severe disease or poor outcome (standard mean difference, SMD: − 0.99 g/L; 95% CI, − 1.11 to − 0.88, p < 0.001). In multivariate meta-regression analysis, age (t =  − 2.13, p = 0.043), publication geographic area (t = 2.16, p = 0.040), white blood cell count (t =  − 2.77, p = 0.008) and C-reactive protein (t =  − 2.43, p = 0.019) were significant contributors of between-study variance. Therefore, lower serum albumin concentrations are significantly associated with disease severity and adverse outcomes in COVID-19 patients. The assessment of serum albumin concentrations might assist with early risk stratification and selection of appropriate care pathways in this group.

scholarly journals Is Bisphosphonate-Related Osteonecrosis of the Jaw an Infection? A Histological and Microbiological Ten-Year Summary

2014 ◽  
Vol 2014 ◽  
pp. 1-7 ◽  
Author(s):  
A. M. Hinson ◽  
C. W. Smith ◽  
E. R. Siegel ◽  
B. C. Stack
Keyword(s):  
Systematic Review ◽  
Disease Severity ◽  
Large Scale ◽  
Clinical Signs ◽  
Signs And Symptoms ◽  
Osteonecrosis Of The Jaw ◽  
Multifactorial Disease ◽  
Clinical Signs And Symptoms ◽  
Surgical Treatments

The role of infection in the etiology of bisphosphonate-related osteonecrosis of the jaw (BRONJ) is poorly understood. Large-scale epidemiological descriptions of the histology and microbiology of BRONJ are not found in the literature. Herein, we present a systematic review of BRONJ histology and microbiology (including demographics, immunocompromised associations, clinical signs and symptoms, disease severity, antibiotic and surgical treatments, and recovery status) validating that infection should still be considered a prime component in the multifactorial disease.

scholarly journals Clinical characteristics, treatment and outcomes of paediatric COVID-19: a systematic review and meta-analysis

2021 ◽  
pp. archdischild-2020-321385
Author(s):  
Omar Irfan ◽  
Fiona Muttalib ◽  
Kun Tang ◽  
Li Jiang ◽  
Zohra S Lassi ◽  
...  
Keyword(s):  
Systematic Review ◽  
Disease Severity ◽  
World Bank ◽  
Low Income ◽  
Meta Analysis ◽  
Severe Disease ◽  
Income Level ◽  
Clinical Findings ◽  
Middle Income ◽  
Middle Income Countries

ObjectiveCompare paediatric COVID-19 disease characteristics, management and outcomes according to World Bank country income level and disease severity.DesignSystematic review and meta-analysis.SettingBetween 1 December 2019 and 8 January 2021, 3350 articles were identified. Two reviewers conducted study screening, data abstraction and quality assessment independently and in duplicate. Observational studies describing laboratory-confirmed paediatric (0–19 years old) COVID-19 were considered for inclusion.Main outcomes and measuresThe pooled proportions of clinical findings, treatment and outcomes were compared according to World Bank country income level and reported disease severity.Results129 studies were included from 31 countries comprising 10 251 children of which 57.4% were hospitalised. Mean age was 7.0 years (SD 3.6), and 27.1% had a comorbidity. Fever (63.3%) and cough (33.7%) were common. Of 3670 cases, 44.1% had radiographic abnormalities. The majority of cases recovered (88.9%); however, 96 hospitalised children died. Compared with high-income countries, in low-income and middle-income countries, a lower proportion of cases were admitted to intensive care units (ICUs) (9.9% vs 26.0%) yet pooled proportion of deaths among hospitalised children was higher (relative risk 2.14, 95% CI 1.43 to 3.20). Children with severe disease received antimicrobials, inotropes and anti-inflammatory agents more frequently than those with non-severe disease. Subgroup analyses showed that a higher proportion of children with multisystem inflammatory syndrome (MIS-C) were admitted to ICU (47.1% vs 22.9%) and a higher proportion of hospitalised children with MIS-C died (4.8% vs 3.6%) compared with the overall sample.ConclusionPaediatric COVID-19 has a favourable prognosis. Further severe disease characterisation in children is needed globally.

scholarly journals Factors Associated with Disease Severity and Mortality among Patients with Coronavirus Disease 2019: A Systematic Review and Meta-Analysis

2020 ◽  
Author(s):  
Vignesh Chidambaram ◽  
Nyan Lynn Tun ◽  
Waqas Haque ◽  
Marie Gilbert Majella ◽  
Ranjith Kumar Sivakumar ◽  
...  
Keyword(s):  
Systematic Review ◽  
Disease Severity ◽  
English Language ◽  
Clinical Decision Making ◽  
Clinical Laboratory ◽  
Data Extraction ◽  
Meta Analysis ◽  
Severe Disease ◽  
Factors Associated ◽  
Risk Of Mortality

Background: Understanding the factors associated with disease severity and mortality in Coronavirus disease (COVID19) is imperative to effectively triage patients. We performed a systematic review to determine the demographic, clinical, laboratory and radiological factors associated with severity and mortality in COVID-19. Methods: We searched PubMed, Embase and WHO database for English language articles from inception until May 8, 2020. We included Observational studies with direct comparison of clinical characteristics between a) patients who died and those who survived or b) patients with severe disease and those without severe disease. Data extraction and quality assessment were performed by two authors independently. Results: Among 15680 articles from the literature search, 109 articles were included in the analysis. The risk of mortality was higher in patients with increasing age, male gender (RR 1.45; 95%CI 1.23,1.71), dyspnea (RR 2.55; 95%CI 1.88,2.46), diabetes (RR 1.59; 95%CI 1.41,1.78), hypertension (RR 1.90; 95%CI 1.69,2.15). Congestive heart failure (OR 4.76; 95%CI 1.34,16.97), hilar lymphadenopathy (OR 8.34; 95%CI 2.57,27.08), bilateral lung involvement (OR 4.86; 95%CI 3.19,7.39) and reticular pattern (OR 5.54; 95%CI 1.24,24.67) were associated with severe disease. Clinically relevant cut-offs for leukocytosis(>10.0 x109/L), lymphopenia(< 1.1 x109/L), elevated C-reactive protein(>100mg/L), LDH(>250U/L) and D-dimer(>1mg/L) had higher odds of severe disease and greater risk of mortality. Conclusion: Knowledge of the factors associated of disease severity and mortality identified in our study may assist in clinical decision-making and critical-care resource allocation for patients with COVID-19.

scholarly journals Role of C-reactive protein as a marker of disease severity and cardiovascular risk in patients with psoriasis

2015 ◽  
Vol 6 (5) ◽  
pp. 322 ◽  
Author(s):  
AshaRamay Vadakayil ◽  
SrinathM Kambil ◽  
Sukumar Dandekeri ◽  
NeemaM Ali
Keyword(s):  
Cardiovascular Risk ◽  
Disease Severity ◽  
C Reactive Protein ◽  
Reactive Protein

scholarly journals Laboratory Tests and Outcome for Patients with Coronavirus Disease 2019: A Systematic Review and Meta-Analysis

2020 ◽  
Vol 5 (5) ◽  
pp. 1038-1049 ◽  
Author(s):  
Anne Alnor ◽  
Maria B Sandberg ◽  
Charlotte Gils ◽  
Pernille J Vinholt
Keyword(s):  
Systematic Review ◽  
Disease Severity ◽  
Laboratory Tests ◽  
Evidence Synthesis ◽  
Meta Analysis ◽  
Severe Disease ◽  
Risk Of Bias ◽  
Mean Difference ◽  
Routine Laboratory ◽  
Standard Mean Difference

Abstract Background Severe acute respiratory syndrome coronavirus 2 causes coronavirus disease 2019 (COVID-19) and poses substantial challenges for healthcare systems. With a vastly expanding number of publications on COVID-19, clinicians need evidence synthesis to produce guidance for handling patients with COVID-19. In this systematic review and meta-analysis, we examine which routine laboratory tests are associated with severe COVID-19 disease. Content PubMed (Medline), Scopus, and Web of Science were searched until March 22, 2020, for studies on COVID-19. Eligible studies were original articles reporting on laboratory tests and outcome of patients with COVID-19. Data were synthesized, and we conducted random-effects meta-analysis, and determined mean difference (MD) and standard mean difference at the biomarker level for disease severity. Risk of bias and applicability concerns were evaluated using the Quality Assessment of Diagnostic Accuracy Studies-2. Summary 45 studies were included, of which 21 publications were used for the meta-analysis. Studies were heterogeneous but had low risk of bias and applicability concern in terms of patient selection and reference standard. Severe disease was associated with higher white blood cell count (MD, 1.28 ×109/L), neutrophil count (MD, 1.49 ×109/L), C-reactive protein (MD, 49.2 mg/L), lactate dehydrogenase (MD, 196 U/L), D-dimer (standardized MD, 0.58), and aspartate aminotransferase (MD, 8.5 U/L); all p &lt; 0.001. Furthermore, low lymphocyte count (MD −0.32 × 109/L), platelet count (MD −22.4 × 109/L), and hemoglobin (MD, −4.1 g/L); all p &lt; 0.001 were also associated with severe disease. In conclusion, several routine laboratory tests are associated with disease severity in COVID-19.

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