Evidence map›Paper›PMID 39810122›Full record

Observational studyBMC infectious diseases2025

Comparative analysis of C-Reactive protein levels among Non-comorbid, Comorbid, and Multimorbid Hospitalized COVID-19 patients.

Maria Shoukat, Haseeb Khan, Moona Nazish, Abdur Rehman, Sheharyar Raashid, Saad Ahmed, Wajid Munir, Abdulwahed Fahad Alrefaei, Massab Umair, Muhammad Osama Bin Abid and 3 more

Abstract readObservational StudyComparative Study
In one paragraph

Observational study in BMC infectious diseases, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. Review
  3. Observational
  4. Article
  5. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Maria ShoukatDepartment of Microbiology, Faculty of Biological Sciences, Quaid-i-Azam University, Islamabad, Pakistan.
Haseeb KhanDepartment of Microbiology, Faculty of Biological Sciences, Quaid-i-Azam University, Islamabad, Pakistan.
Moona NazishDepartment of Plant Sciences, Faculty of Biological Sciences, Quaid-i-Azam University, Islamabad, Pakistan.
Abdur RehmanIsolation Hospital and Infections Treatment Center, Islamabad, Pakistan.
Sheharyar RaashidIsolation Hospital and Infections Treatment Center, Islamabad, Pakistan.
Saad AhmedIsolation Hospital and Infections Treatment Center, Islamabad, Pakistan.
Wajid MunirIsolation Hospital and Infections Treatment Center, Islamabad, Pakistan.
Abdulwahed Fahad AlrefaeiDepartment of Zoology, College of Science, King Saud University, P.O. Box 2455, Riyadh, 11451, Saudi Arabia.
Massab UmairNational Institute of Health, Islamabad, Pakistan.
Muhammad Osama Bin AbidNational Institute of Health, Islamabad, Pakistan.
Nasim AkhtarPakistan Institute of Medical Sciences, Islamabad, Pakistan.
Wajid ZamanDepartment of Life Sciences, Yeungnam University, Gyeongsan, 38541, Republic of Korea. wajidzaman@yu.ac.kr.
Malik BadshahDepartment of Microbiology, Faculty of Biological Sciences, Quaid-i-Azam University, Islamabad, Pakistan. malikbadshah@qau.edu.pk.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundC-reactive protein (CRP) is one of the most commonly monitored inflammatory markers in patients with COVID-19 to gain insight into the inflammation level in the body and to adopt effective disease management and therapeutic strategies. COVID-19 is now less prevalent, and the study of CRP as a biomarker of inflammation still needs deeper understanding, particularly in understanding its role among patients with comorbidities, which are known to influence inflammatory responses and increase the risk of severe outcomes during acute and chronic infectious diseases. The objective of this study was to evaluate the association of major comorbidities such as ischemic heart diseases, diabetes, chronic kidney disease, hypertension, and lung infections e.g. tuberculosis with serum CRP levels in hospitalized COVID-19 patients.

methodsThis study involves a retrospective observational framework to monitor CRP levels among hospitalized COVID-19 patients after getting ethical approval and patient consent. The information on underlying health conditions or comorbidities and age was collected from the patient data files. The requirement of ventilation, ICU admission, mortality & survival, and CRP levels were monitored based on their daily updates in the data file. Furthermore, the association of CRP levels was evaluated with disease severity and mortality.

resultsIn this study 618 out of 750 hospitalized COVID-19 patients, of which 62.6% were male and 37.4% were female, the levels of serum CRP were significantly influenced by age and comorbidities. No case of hospitalization was observed in children (≤ 14 years) during the study period, while 38.3% of patients belonged to the old age group (≥ 65 years). Comorbidity status varied, with 36.1% of patients without having any comorbidities, 27.8% with one, 23.6% with two, and 12.5% with three or more comorbidities. Descriptive statistics revealed that the CRP levels in the study population averaged 88.92 mg/L (SD = 63.95), ranging from < 1 mg/L to 900 mg/L, with significant variations observed across different comorbidities and age groups. CRP levels, analyzed by the Kruskal-Wallis test, showed significant variations in different age groups of COVID-19 patients (χ² = 66.741, df = 3, p < 0.001). Moreover, pairwise comparisons showed considerable differences between young and middle-aged groups (Z = -2.724, p < 0.01) and young and old age groups of COVID-19 patients (Z = -3.970, p < 0.001). The most prevalent comorbidities observed in COVID-19 patients in this study were hypertension (42.1%), diabetes (33.8%), ischemic heart disease (16.5%), asthma (11.2%), chronic kidney disease (7.9%) and Tuberculosis (1.9%). The CRP levels fluctuate and also significantly differ among different comorbidities. COVID-19 patients with diabetes were observed to have higher CRP levels than non-diabetics (mean CRP: 126.96 mg/L vs. 88.92 mg/L, Z = -5.724, p < 0.001), and those with hypertension also encountered elevated CRP (mean CRP: 355.37 vs. 276.19 mg/L, Z = -5.447, p < 0.001). Similar tendencies were detected in COVID-19 patients with ischemic heart disease (mean CRP: 385.43 mg/L, Z = -4.704, p < 0.001), chronic kidney disease (mean CRP: 412.37 mg/L, Z = -4.206, p < 0.001) as well as with tuberculosis (mean CRP: 458.08 mg/L, Z = -2.914, p < 0.01). CRP levels on days 1 and 3 of hospitalization showed a decline (88.92 mg/L to 67.89 mg/L), representative of a response to treatment to reduce the inflammation in the body. Furthermore, high levels of CRP were significantly associated with a high requirement of non-invasive ventilation (mean CRP: 110.80 mg/L vs. 76.82 mg/L, p < 0.05), mechanical ventilation (mean CRP: 134.46 mg/L vs. 77.25 mg/L, p < 0.05) and ICU admission (mean CRP: 126.96 mg/L vs. 72.79 mg/L, p < 0.05). The Cox regression analysis showed that there is a considerable association of CRP level with the expected length of hospitalization, each 1-unit increase in CRP levels was associated with a 0.6% increase in extended stay risk (hazard ratio = 1.006, 95% CI: 1.004-1.008, p < 0.001). Furthermore, the logistic regression analysis performed on CRP levels that was monitored on the first day of hospitalization, revealed that there was a 2.7% increase in mortality odds with each unit increase in CRP (odds ratio = 1.027, 95% CI: 1.022-1.033, p < 0.001), which suggest CRP as a potential mortality predictor.

conclusionsElevated CRP levels in COVID-19 patients with comorbidities like diabetes, hypertension, ischemic heart disease, and chronic kidney disease were strongly associated with increased disease severity, including higher ventilation requirements and mortality. Patients with these comorbidities showed significantly higher CRP levels, which correlated with worse outcomes, including ICU admissions and prolonged hospital stays, emphasizing the importance of CRP as a predictor for severe complications in patients with infectious diseases along with one or more comorbidities.

Indexed as

COVID-19C-Reactive ProteinAdultAgedAged, 80 and overBiomarkersComorbidityFemaleHospitalizationHumansMaleMiddle AgedMultimorbidityRetrospective StudiesSARS-CoV-2Severity of Illness IndexBiomarkersC-Reactive ProteinComorbiditiesCOVID-19C-reactive protein (CRP)Multimorbidity

Identifiers

PMID39810122
PMCPMC11730823

What Socratic holds

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Registered trials

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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 Socratic graph.