ReviewEuropean journal of integrative medicine2020
Predictors of mortality in patients with COVID-19-a systematic review.
Review in European journal of integrative medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04659876 (Clinical Characteristics and Laboratory Values Affecting Mortality in Critical Coronavirus Disease 2019 Patients Followed in the Intensive Care Unit), which is not on this map. Cited by 99 papers, 11 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Clinical Characteristics and Laboratory Values Affecting Mortality in Critical Coronavirus Disease 2019 Patients Followed in the Intensive Care Unit
Who cites it
99 citing papers in PubMed, 11 syntheses or guidelines pooled it.
- COVID-19 mortality in patients with immunodeficiency and its predictors: a systematic review.European journal of medical research · 2022Pooled it
- Obesity augments the disease burden in COVID-19: Updated data from an umbrella review.Clinical obesity · 2022Pooled it
- The relationship between COVID-19 viral load and disease severity: A systematic review.Immunity, inflammation and disease · 2022Pooled it
- Risk factors for mortality in COVID-19 patients in sub-Saharan Africa: A systematic review and meta-analysis.PloS one · 2022Pooled it
- Vitamin D and SARS-CoV2 infection, severity and mortality: A systematic review and meta-analysis.PloS one · 2022Pooled it
- The clinical outcomes of COVID-19 in HIV-positive patients: A systematic review of current evidence.Immunity, inflammation and disease · 2021Pooled it
- Prognostic value of neutrophil-to-lymphocyte ratio in COVID-19 patients: A systematic review and meta-analysis.International journal of clinical practice · 2021Pooled it
- Pre-existing health conditions and severe COVID-19 outcomes: an umbrella review approach and meta-analysis of global evidence.BMC medicine · 2021Pooled it
- The effects of hyperbaric oxygen therapy (HBOT) on coronavirus disease-2019 (COVID-19): a systematic review.European journal of medical research · 2021Pooled it
- Effects of COVID-19 prevention procedures on other common infections: a systematic review.European journal of medical research · 2021Pooled it
- Genetic susceptibility of COVID-19: a systematic review of current evidence.European journal of medical research · 2021Pooled it
- Feasibility of Virtually Delivering Functional Fitness Assessments and a Fitness Training Program in Community-Dwelling Older Adults.International journal of environmental research and public health · 2023Trial
- A Case-Control Study of Factor V Leiden G1691A and MTHFR A1298C Polymorphisms and Clinical Outcomes in Patients With COVID-19.Immunity, inflammation and disease · 2026Article
- Covid-19 a Strong Predictor of Hyperglycaemia Among Ugandan Patients: A Retrospective Study.Research square · 2026Article
- Impact of the SARS-CoV-2 pandemic on healthy aging and functionality in older Mexican adults: insights from the MHAS cohort.Aging clinical and experimental research · 2026Article
- COVID-19 vaccination status and motivators among Canadian health care workers: are they different from the general population?Journal of occupational health · 2026Article
- Association between hypertension and risk of respiratory failure and mortality in patients with COVID-19: a retrospective cohort study with predictive model development.Frontiers in medicine · 2026Article
- Prevalence, clinical features, and seasonal patterns of SARS-CoV-2, influenza, and HRSV in patients with a history of kidney transplantation in Iran.BMC infectious diseases · 2025Article
- Remote patient monitoring for managing acute COVID-19, and mortality and hospital use in Sydney, New South Wales, 2021-22: a retrospective observational cohort study.The Medical journal of Australia · 2025Observational
- Clinical Course and Mortality Predictors in Adult Hospitalized Patients with COVID-19 Infection-A Retrospective Cohort Study.Medicina (Kaunas, Lithuania) · 2025Article
39 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionIn the current COVID-19 pandemic, disease diagnosis is essential for optimal management and timely isolation of infected cases in order to prevent further spread. The aim of this study was to systematically review the assessment of risk and model the predictors of mortality in COVID-19 patients.
methodsA systematic search was conducted of PubMed, Scopus, Embase, Google Scholar, and Web of Science databases. Variables associated with hospital mortality using bivariate analysis were included as potential independent predictors associated with mortality at the
resultsWe included 114 studies accounting for 310,494 patients from various parts of the world. For the purpose of this analysis, we set a cutoff point of 10% for the mortality percentages. High mortality rates were defined as higher than 10% of confirmed positive cases and were given a score of two, while low mortality (<10%) was assigned the score of one. We then analyzed the associations between 72 variables and the observed mortality rates. These variables included a large range of related variables such as demographics, signs and symptoms and related morbidities, vital signs, laboratory findings, imaging studies, underlying diseases, and the status of countries' income, based on the United Nation's classifications.
conclusionFindings suggest that older age, hypertension, and diabetes mellitus conferred a significant increased risk of mortality among patients with COVID-19. In the multivariate analysis, only diabetes mellitus demonstrated an independent relationship with increased mortality. Further studies are needed to ascertain the relationship between possible risk factors with COVID-19 mortality.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.