Predictive Value of C-reactive Protein, Lactate Dehydrogenase, Ferritin and D-dimer Levels in Diagnosing COVID-19 Patients: a Retrospective Study
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Updated: Nov 5, 2025

A High-Throughput Multiplexed Screening for Type 1 Diabetes, Celiac Diseases, and COVID-19
Published on: July 5, 2022
Ahmed N Kaftan1, Majid K Hussain1, Abdulhussein A Algenabi1
1Biochemistry Department, Faculty of Medicine, Kufa University, Najaf, Iraq.
Insights
Routine lab tests like CRP, LDH, and ferritin can help predict COVID-19 diagnoses, offering a cost-effective alternative to RT-PCR in Iraq. These biomarkers show good accuracy before definitive testing.
Area of Science:
- Medical Diagnostics
- Infectious Diseases
- Biomarker Research
Background:
- The COVID-19 pandemic has strained healthcare systems, particularly in low-resource settings like Iraq.
- High costs and limited availability of RT-PCR diagnostics necessitate alternative, accessible testing methods.
- Predictive laboratory tests are crucial for early COVID-19 case identification.
Purpose of the Study:
- To evaluate the diagnostic accuracy of C-reactive protein (CRP), ferritin, lactate dehydrogenase (LDH), and D-dimer.
- To assess the predictive value of these biomarkers for COVID-19 diagnosis in Iraq.
- To determine if combinations of these markers improve diagnostic performance.
Main Methods:
- A retrospective observational cohort study adhering to STARD guidelines.
- Analysis of electronic medical records from 566 individuals in Najaf city, Iraq.
- Inclusion of patients with COVID-19 symptoms or close contact with positive cases, categorized by RT-PCR results.
Main Results:
- Combinations of CRP, ferritin, and LDH demonstrated significant diagnostic accuracy.
- CRP + LDH + ferritin achieved an AUC of 0.85 with 73% sensitivity and 88% specificity.
- Adding D-dimer (CRP + LDH + ferritin + D-dimer) resulted in an AUC of 0.85 with 75% sensitivity and 87% specificity.
Conclusions:
- Routine laboratory biomarkers (CRP, LDH, ferritin, and D-dimer) can effectively predict COVID-19 diagnoses.
- These biomarkers offer acceptable sensitivity and specificity for preliminary diagnosis.
- This approach provides a valuable, cost-effective screening tool before RT-PCR confirmation.
Background:
Since December 2019. millions of people in the world have been affected with the novel Coronavirus disease-2019 (COVID-19) pandemic, and high economic impact has affect many countries especially low socioeconomic one like Iraq due to the high cost and limited availability of RT-PCR for diagnosis of COVID-19, so there should be predictive low cost easily available laboratory tests that can be used before proceeding to the high cost techniques.
Objective:
In this retrospective study we aimed to evaluate the diagnostic accuracy of CRP, ferritin, LDH and D-dimer in predicting positive cases of COVID-19 in Iraq.
Methods:
It is a retrospective observational cohort study based on STARD guidelines to determine the diagnostic accuracy of (CRP, LDH, ferritin and D dimer) for COVID-19 of electronic medical records of private medical center in Najaf city, at which 566 individuals were recruited. The investigated subjects were either in close contact with previously COVID-19 positive patients or have one or more symptoms of COVID-19. They were categorized into 2 groups, 205 subjects diagnosed with RT-PCR as COVID-19 negative, and 361 COVID-19 positive patients, results of study variables of the cohort were recruited from the medical records.
Results:
Combining of these parameters had the following findings: CRP + ferritin; AUC: 0.77 with 55% sensitivity and 97% specificity, Ferritin + LDH; AUC: 0.83 with 65% sensitivity and 92% specificity, CRP+LDH; AUC: 0.78 with 56% sensitivity and 98% specificity, CRP + LDH + ferritin; AUC: 0.85, with 73% sensitivity and 88% specificity, CRP + LDH + ferritin + D dimer; AUC: 0.85 75% sensitivity and 87% specificity.
Conclusion:
Combination of routine laboratory biomarkers (CRP, LDH and ferritin ±D dimer) can be used to predict the diagnosis of COVID-19 with an accepted sensitivity and specificity before proceeding to definitive diagnosis by RT-PCR.
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