Ferritin-Haemoglobin Ratio as a Predictor of Severity and Fatal Outcome in Patients with COVID-19

Keywords: COVID-19, Hypertension, Ferritin-haemoglobin ratio, Severity, Mortality

Abstract


Background/Aim: Although ferritin and haemoglobin were well-studied for adverse outcome prediction in COVID-19 patients, a ferritin-haemoglobin ratio (FHR) was studied poorly. The study aimed to evaluate the prognostic ability of FHR at hospital admission in hypertensive and non-hypertensive patients with COVID-19.

Methods: The study included 135 patients hospitalised for COVID-19-associated pneumonia. The 78.5 % of patients were hypertensive.

Results: FHR at admission was higher in patients with critical condition (39.8 [17.1–83.0]) than in patients with moderate (22.0 [12.1–32.1], p = 0.01) and severe condition (34.6 [15.1–64.5], p = 0.01). FHR was higher in patients who required supplemental oxygen (40.4 [29.4–47.8]) than in patients without the need for supplemental oxygen (22.0 [18.0–25.5]) (p = 0.001). FHR at admission was higher in non-survivors (40.1 [24.6–95.9]) than in survivors (24.5 [21.6–28.4]) (p = 0.047). FHR showed weak discriminative ability for the prediction of severe/critical conditions in hypertensive patients (AUC = 0.636, p = 0.015) and all (hypertensive and non-hypertensive patients) patients (AUC = 0.658, p = 0.001), whereas FHR had an acceptable discriminative ability in non-hypertensive patients (AUC = 0.764, p = 0.015). There was an acceptable discriminative ability of FHR for in-hospital mortality prediction in hypertensive patients (AUC = 0.717, p = 0.029). Patients with FHR > 33.98 (Youden index, 0.39) had higher odds of severe/critical clinical condition (OR: 4.00; 95 % CI: 1.67–9.57; p = 0.02). FHR of > 37.64 (Youden index, 0.55) was associated with higher in-hospital mortality among hypertensive patients (OR: 11.42; 95 % CI: 2.31–56.47; p = 0.003). There was no difference in AUC for the discriminative ability of FHR regarding severe/critical condition (p = 0.296) and mortality (p = 0.663) in hypertensive and non-hypertensive patients.

Conclusion: FHR at admission of > 33.98 is a predictor of severe/critical COVID-19 in both hypertensive and non-hypertensive patients. FHR of > 37.64 is a predictor of in-hospital mortality in hypertensive patients. There was no significant difference in the discriminative ability of FHR between hypertensive and non-hypertensive patients.

References

1.      Panneer S, Kantamaneni K, Palaniswamy U, Bhat L, Pushparaj RRB, Nayar KR, et al. Health, economic and social development challenges of the COVID-19 pandemic: strategies for multiple and interconnected issues. Healthcare 2022;10(5):770. doi:10.3390/healthcare10050770.

2.      WHO. WHO COVID-19 dashboard [Internet]. World Health Organization. 2023. Available from: https://covid19.who.int/ [Accessed 19-Jun-2023].

3.      Alimohamadi Y, Tola HH, Abbasi-Ghahramanloo A, Janani M, Sepandi M. Case fatality rate of COVID-19: a systematic review and meta-analysis. J Prev Med Hyg 2021;62(2):E311-E320.

4.      Tan LY, Komarasamy TV, Rmt Balasubramaniam V. Hyperinflammatory immune response and COVID-19: a double edged sword. Front Immunol 2021;12:742941. doi:10.3389/fimmu.2021.742941.

5.      Kell DB, Pretorius E. Serum ferritin is an important inflammatory disease marker, as it is mainly a leakage product from damaged cells. Metallomics 2014;6(4):748-73.

6.      Knovich MA, Storey JA, Coffman LG, Torti SV, Torti FM. Ferritin for the clinician. Blood Rev 2009;23(3):95-104.

7.      Bozkurt FT, Tercan M, Patmano G, Bingol Tanrıverdi T, Demir HA, et al. Can ferritin levels predict the severity of illness in patients with COVID-19? Cureus 2021;13(1):e12832. doi:10.7759/cureus.12832.

8.      Kaushal K, Kaur H, Sarma P, Bhattacharyya A, Sharma DJ, Prajapat M, et al. Serum ferritin as a predictive biomarker in COVID-19. A systematic review, meta-analysis and meta-regression analysis. J Crit Care 2022;67:172-81.

9.      Dahan S, Segal G, Katz I, Hellou T, Tietel M, Bryk G, et al. Ferritin as a marker of severity in COVID-19 patients: a fatal correlation. Isr Med Assoc J 2020;22(8):494-500.

10.   Ahmed S, Ansar Ahmed Z, Siddiqui I, Haroon Rashid N, Mansoor M, Jafri L. Evaluation of serum ferritin for prediction of severity and mortality in COVID-19- A cross sectional study. Ann Med Surg (Lond) 2021;63:102163. doi:10.1016/j.amsu.2021.02.009.

11.   Alroomi M, Rajan R, Omar AA, Alsaber A, Pan J, Fatemi M, et al. Ferritin level: A predictor of severity and mortality in hospitalized COVID-19 patients. Immun Inflamm Dis 2021;9(4):1648-55.

12.   Faghih Dinevari M, Somi MH, Sadeghi Majd E, Abbasalizad Farhangi M, Nikniaz Z. Anemia predicts poor outcomes of COVID-19 in hospitalized patients: a prospective study in Iran. BMC Infect Dis 2021;21(1):170. doi:10.1186/s12879-021-05868-4.

13.   Shakaroun DA, Lazar MH, Horowitz JC, Jennings JH. Serum ferritin as a predictor of outcomes in hospitalized patients with Covid-19 pneumonia. J Intensive Care Med 2023;38(1):21-6.

14.   Lino K, Guimarães GMC, Alves LS, Oliveira AC, Faustino R, Fernandes CS, et al. Serum ferritin at admission in hospitalized COVID-19 patients as a predictor of mortality. Braz J Infect Dis 2021;25(2):101569. doi:10.1016/j.bjid.2021.101569.

15.   Hafeez L, Puri S, Chahabra S, Patel N, Singal KK, Thakr N. Association between serum ferritin levels and elevated blood pressures: A case control study. Eur J Mol Clin Med 2022;9(2):78-81.

16.   Singh H, Kaur M, Bedi GK, Sibia RPS, Kaur D. Evaluation of serum ferritin levels in patients of hypertension. Int J Clin Biochem Res 2020;7(3):317-9.

17.   Lippi G, Mattiuzzi C. Hemoglobin value may be decreased in patients with severe coronavirus disease 2019. Hematol Transfus Cell Ther 2020;42(2):116-7.

18.   Chen C, Zhou W, Fan W, Ning X, Yang S, Lei Z, et al. Association of anemia and COVID-19 in hospitalized patients. Future Virol 2021:10.2217/fvl-2021-0044. doi:10.2217/fvl-2021-0044.

19.   Anai M, Akaike K, Iwagoe H, Akasaka T, Higuchi T, Miyazaki A, et al. Decrease in hemoglobin level predicts increased risk for severe respiratory failure in COVID-19 patients with pneumonia. Respir Investig 2021;59(2):187-93.

20.   Ghosh T, Rehman T, Ahamed F. Relationship between hemoglobin and blood pressure levels in the context of chronic morbidity among older adults residing in a developing country: a community-level comparative cross-sectional study. Cureus 2021;13(11):e19540. doi:10.7759/cureus.19540.

21.   Atsma F, Veldhuizen I, de Kort W, van Kraaij M, Pasker-de Jong P, Deinum J. Hemoglobin level is positively associated with blood pressure in a large cohort of healthy individuals. Hypertension 2012;60(4):936-41.

22.   Lee SG, Rim JH, Kim JH. Association of hemoglobin levels with blood pressure and hypertension in a large population-based study: the Korea National Health and Nutrition Examination Surveys 2008-2011. Clin Chim Acta 2015;438:12-8.

23.   Kronstein-Wiedemann R, Stadtmüller M, Traikov S, Georgi M, Teichert M, Yosef H, et al. SARS-CoV-2 infects red blood cell progenitors and dysregulates hemoglobin and iron metabolism. Stem Cell Rev Rep 2022;18(5):1809-21.

24.   Lee S, Jeon H, Shim B. Prognostic value of ferritin-to-hemoglobin ratio in patients with advanced non-small-cell lung cancer. J Cancer 2019;10(7):1717-25.

25.   Raman N, Kv P, Ashta KK, Vardhan V, Thareja S, J M, et al. Ferritin and hemoglobin as predictors of fatal outcome in covid-19: two sides of the same coin. J Assoc Physicians India 2021;69(8):11-2.

26.   Williams B, Mancia G, Spiering W, Agabiti Rosei E, Azizi M, Burnier M, et al. 2018 ESC/ESH Guidelines for the management of arterial hypertension. Eur Heart J 2018;39:3021–104.

27.   Ministerstvo Okhorony Zdorovia Ukrainy. Derzhavnyi Ekspertnyi Tsentr [Internet]. Protokol «Nadannia medychnoi dopomohy dlia likuvannia koronavirusnoi khvoroby (COVID-19)» [cited 20-Jun-2023]. Available from: https://www.dec.gov.ua/wp-content/uploads/2023/05/protokol-covid2023.pdf. Ukrainian.

28.   Chicamy YA, Safitri A, Nindrea RD. Serum ferritin levels for the prediction of mortality among COVID-19 patients in an Indonesia’s national referral hospital. OAMJMS 2022;10(B):1056–61.

29.   Maghfirah AI, Widaningsih Y, Bahrun U. Correlation of serum ferritin levels and COVID-19 severity in Makassar. JMBI 2022;4(1):1-5.

30.   Deng F, Zhang L, Lyu L, Lu Z, Gao D, Ma X, et al. Increased levels of ferritin on admission predicts intensive care unit mortality in patients with COVID-19. Med Clin (Barc) 2021;156(7):324-31.

31.   Jha M, Tak ML, Gupta R, Sharma P, Rajpurohit V, Mathur P, Gaur N. Relationship of anemia with COVID-19 deaths: A retrospective cross-sectional study. J Anaesthesiol Clin Pharmacol 2022;38(Suppl 1):S115-S119.

32.   Tao Z, Xu J, Chen W, Yang Z, Xu X, Liu L, et al. Anemia is associated with severe illness in COVID-19: A retrospective cohort study. J Med Virol 2021;93(3):1478-88.

Published
2023/09/20
Section
Original article