Related Experiment Video
Updated: Dec 6, 2025

Author Spotlight: Advancements in Multiplex Detection of Respiratory Viruses
Published on: November 10, 2023
Predictors of Severity in Covid-19 Patients in Casablanca, Morocco
Karim El Aidaoui1, Amal Haoudar1, Mohamed Khalis2
1Anesthesia and Critical Care, Cheikh Khalifa International University Hospital, Mohammed VI University of Health Sciences, Casablanca, MAR.
Insights
Older male patients with comorbidities, lymphopenia, and elevated C-reactive protein (CRP) are key predictors of severe coronavirus disease 2019 (COVID-19). Early identification of these factors aids in predicting disease severity and managing patient care effectively.
Area of Science:
- Infectious Diseases
- Epidemiology
- Internal Medicine
Background:
- The coronavirus disease 2019 (COVID-19) pandemic impacted Morocco, necessitating research into disease severity factors.
- Limited data exists on COVID-19 patient characteristics in North Africa.
- This study investigates predictive factors for COVID-19 severity in a Moroccan tertiary hospital.
Purpose of the Study:
- To identify demographic, clinical, and laboratory factors associated with severe COVID-19.
- To explore predictors of intensive care unit (ICU) admission and mortality in COVID-19 patients.
- To provide insights for early risk stratification of COVID-19 patients in the region.
Main Methods:
- A retrospective observational study of 134 adult patients with confirmed SARS-CoV-2 infection admitted between March and May 2020.
- Patients were categorized as non-severe (mild/moderate) or severe (ICU admission criteria).
- Univariable and multivariable logistic regression analyses were used to identify predictive factors of severity.
Main Results:
- Older age, male sex, presence of comorbidities, infection in clusters, and elevated C-reactive protein (CRP) and lymphopenia were associated with severe COVID-19.
- Multivariable analysis identified older age (OR 1.05), male sex (OR 3.19), comorbidities (OR 4.36), CRP > 10 mg/L (OR 5.47), and lymphopenia (OR 6.65) as significant predictors of severity.
- The intensive care unit (ICU) cohort experienced significant morbidity, including acute respiratory distress syndrome (ARDS) and acute kidney injury, with a 28-day mortality rate of 31.1%.
Conclusions:
- Older male patients with comorbidities, lymphopenia, and high CRP levels are at increased risk for severe COVID-19.
- These factors can aid clinicians in early prediction and management of severe disease.
- Further epidemiological and genetic studies are needed to confirm the higher severity observed in patients infected in clusters.
Abstract:
Background Morocco was affected, as were other countries, by the coronavirus disease 2019 (COVID-19) pandemic. Many risk factors of COVID-19 severity have been described, but data on infected patients in North Africa are limited. We aimed to explore the predictive factors of disease severity in COVID-19 patients in a tertiary hospital in Casablanca. Methods In this single-center, retrospective, observational study, we included all adult patients with confirmed severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection, admitted to Sheikh Khalifa International University Hospital in Casablanca between March 18 and May 20, 2020. Patients were separated into two groups: Non-severe patients were those with mild or moderate forms of COVID-19, and severe patients were those admitted to the intensive care unit (ICU) who had one of the following signs-respiratory rate > 30 breaths/min; oxygen saturation < 93% on room air; acute respiratory distress syndrome (ARDS); or required mechanical ventilation. Demographic, clinical, laboratory data, and outcomes were reviewed. We used univariable and multivariable logistic regression to explore predictive factors of severity. Results We reported 134 patients with confirmed SARS-CoV-2 infection. The median age was 53 years (interquartile range [IQR], 36-64), and 73 (54.5%) were men. Eighty-nine non-severe patients (66.4%) were admitted to single bedrooms, and 45 (33.6%) were placed in the ICU. The median time from illness onset to hospital admission was seven days (IQR, 3.0-7.2). Ninety-nine patients (74%) were admitted directly to the hospital, and 35 (26%) were transferred from other structures. Also, 68 patients (65.4%) were infected in clusters. Of the 134 patients, 61 (45.5%) had comorbidities, such as hypertension (n = 36; 26.9%), diabetes (n = 19; 14.2%), and coronary heart disease (n = 16; 11.9%). The most frequent symptoms were fever (n = 61; 45.5%), dry cough (n = 59; 44%), and dyspnea (n = 39; 29%). A total of 127 patients received hydroxychloroquine and azithromycin (95%). Eleven critical cases received lopinavir/ritonavir (8.2%). Five patients received tocilizumab (3.7%). We reported 13 ARDS cases in ICU patients (29%), eight with acute kidney injury (17.8%), and four thromboembolic events (8.8%). Fourteen ICU patients (31.1%) died at 28 days. In univariable analysis, older men with one or more comorbidities, infection in a cluster, chest scan with the COVID-19 Reporting and Data System (CO-RADS) 5, lymphopenia, high rates of ferritin, C-reactive protein (CRP), D-dimer, and lactate dehydrogenase were associated with severe forms of COVID-19. Multivariable logistic regression model founded increasing odds of severity associated with older age (odds ratio [OR] 1.05, 95% confidence interval [CI] 1.01-1.09, P = .0039), men (OR 3.19, CI 1.06-9.60, P = .016), one or more comorbidities (OR 4.36, CI 1.32-14.45, P = .016), CRP > 10 mg/L (OR 5.47, CI 1.57-19.10, P = .008), and lymphopenia lower than 0.8 x109/L (OR 6.65, CI 1.43-30.92, P = .016). Conclusions Clinicians should consider older male patients with comorbidities, lymphopenia, and a high CRP rate as factors to predict severe forms of COVID-19 earlier. The higher severity of infected patients in clusters must be confirmed by epidemiological and genetic studies.
Related Concept Videos
Factors Affecting Illness
For instance, risk factors are connected to illness,...
Factors Affecting the Risk of Infection
The integrity and count of the white blood cells help the body resist pathogens and fight infection. When impaired, it reduces the body's resistance to pathogens. The acidic pH levels of the gastrointestinal, genitourinary tracts, and skin...
COPD: Pathogenesis and Clinical Features
The primary cause for the onset of COPD is cigarette smoking and exposure to air pollution. These hazardous factors initiate a chain reaction within the lungs, resulting in chronic inflammation, damage to the airways, and a...
Bias in Epidemiological Studies
Single Nucleotide Polymorphisms-SNPs
Causality in Epidemiology
