Skip to main navigation menu Skip to main content Skip to site footer

Special Issue: Health Research in Sub-Saharan Africa

Vol. 4 No. 1 (2026): January/December - 2026

Clinical Parameters and In-hospital Mortality from COVID-19 in Diabetic Patients: Evidence from a Study in Angola

DOI
https://doi.org/10.52600/2965-0968.bjcmr.2026.4.1.bjcmr47
Submitted
May 25, 2025
Published
2025-11-11

Abstract

COVID-19 was first identified in China and, within a few months, declared a pandemic by the World Health Organization (WHO). Among the risk factors associated with unfavorable outcomes, diabetes mellitus stands out, often related to a higher incidence of complications and mortality. This study aimed to assess the demographic and laboratory characteristics of diabetic patients admitted to the ward and ICU with COVID-19 in Luanda, Angola, and analyze their relationship with in-hospital mortality. This is an observational, analytical, and retrospective study involving 234 patients diagnosed with COVID-19 and diabetes mellitus admitted to Clínica Sagrada Esperança between March 2020 and March 2022. The primary outcome was in-hospital mortality. The median age of the patients was 61 years, with a predominance of males (70.1%). The in-hospital mortality rate was 21%. Patients who died were significantly older (65 vs. 59 years; p = 0.016), had a shorter interval between symptom onset and hospital admission (5 vs. 7 days; p = 0.019), and a shorter length of stay (8 vs. 10 days; p = 0.032). These patients also had significantly higher levels of leukocytes, neutrophils, urea, creatinine, lactate dehydrogenase (LDH), C-reactive protein (CRP), neutrophil-lymphocyte ratio (NLR), and platelet-lymphocyte ratio (PLR), as well as lower lymphocyte counts. In the logistic regression analysis, age, creatinine, NLR, and LDH emerged as independent risk factors for mortality, with creatinine being the main predictor (OR = 12.035). These findings reinforce the prognostic value of clinical and laboratory markers in risk stratification and clinical decision-making in diabetic patients with COVID-19, especially in a population that is still underrepresented in scientific literature.

References

  1. Guan WJ, Liang WH, Zhao Y, Liang HR, Chen ZS, Li YM, Liu XQ, Chen RC, Tang CL, Wang T, Ou CQ, Li L, Chen PY, Sang L, Wang W, Li JF, Li CC, Ou LM, Cheng B, Xiong S, Ni ZY, Xiang J, Hu Y, Liu L, Shan H, Lei CL, Peng YX, Wei L, Liu Y, Hu YH, Peng P, Wang JM, Liu JY, Chen Z, Li G, Zheng ZJ, Qiu SQ, Luo J, Ye CJ, Zhu SY, Cheng LL, Ye F, Li SY, Zheng JP, Zhang NF, Zhong NS, He JX; China Medical Treatment Expert Group for COVID-19. Comorbidity and its impact on 1590 patients with COVID-19 in China: a nationwide analysis. Eur Respir J. 2020 May 14;55(5):2000547. doi: 10.1183/13993003.00547-2020.
  2. Souza I, Scodro R, Siqueira V, Cardoso R, Caleffi-Ferracioli K. COMORBIDADES E ÓBITOS POR COVID-19 NO BRA-SIL.Uningá Journal, v. 58, eUJ4054, 2021doi.org/10.46311/2318-0579.58.eUJ4054
  3. Wang B, Li R, Lu Z, Huang Y. Does comorbidity increase the risk of patients with COVID-19: evidence from meta-analysis. Aging (Albany NY). 2020 Apr 8;12(7):6049-6057. doi: 10.18632/aging.103000.
  4. Galvão MHR, Roncalli AG. Fatores associados a maior risco de ocorrência de óbito por COVID-19: análise de sobrevivência com base em casos confirmadosRev. bras. epidemiol. 23 06 Jan 20212020 doi10.1590/1980-549720200106
  5. Oliveira T, Castro J, Costa W. COVID-19: REVISÃO NARRATIVA. Revista Artigos.com [Internet]. 6 de fevereiro de 2021 [citado 5 de janeiro de 2024]; Disponível em: https://acervomais.com.br/index.php/artigos/article/view/4252
  6. Magdy Beshbishy A, Oti VB, Hussein DE, Rehan IF, Adeyemi OS, Rivero-Perez N, Zaragoza-Bastida A, Shah MA, Aboue-lezz K, Hetta HF, Cruz-Martins N, Batiha GE. Factors Behind the Higher COVID-19 Risk in Diabetes: A Critical Review. Front Public Health. 2021 Jul 7;9:591982. doi: 10.3389/fpubh.2021.591982. eCollection 202
  7. Ribeiro AC, Uehara SC da SA. Hipertensão arterial sistêmica como fator de risco para a forma grave da covid-19: revisão de escopo. Rev Saúde Pública 56, 08 Abr 20222022 doi: 10.11606/s1518-8787.2022056004311
  8. Silva GM da, Pesce GB, Martins DC, Carreira L, Fernandes CAM, Jacques AE. Obesidade como fator agravante da COVID-19 em adultos hospitalizados: revisão integrativa. Acta Paul Enferm. 34, 2021, doi: 10.37689/acta-ape/2021AR02321
  9. Huang C, Wang Y, Li X, Ren L, Zhao J, Hu Y, Zhang L, Fan G, Xu J, Gu X, Cheng Z, Yu T, Xia J, Wei Y, Wu W, Xie X, Yin W, Li H, Liu M, Xiao Y, Gao H, Guo L, Xie J, Wang G, Jiang R, Gao Z, Jin Q, Wang J, Cao B. Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China. Lancet. 2020 Feb 15;395(10223):497-506. doi: 10.1016/S0140-6736(20)30183-5.
  10. Singh AK, Gupta R, Ghosh A, Misra A.Diabetes in COVID-19: Prevalence, pathophysiology, prognosis and practical consid-erations. Diabetes Metab Syndr. 2020 Jul-Aug;14(4):303-310. doi: 10.1016/j.dsx.2020.04.004.
  11. Arrais ML, Dias WAF, Silva MPA, Neto LES, Pedro NMF, Jungo SFI, Miguel ARC, Fortes-Gabriel EMV, Sebastião CS, Gama JMR, Brito MD.Clinical characteristics and variables associated with COVID-19 morbidity and mortality in Luanda, An-gola, in the first year of the pandemic. Afr Health Sci. 2023 Dec;23(4):51-63. doi: 10.4314/ahs.v23i4.9.
  12. Kwaghe VG, Reng R, Adediran O, Anumah F Clinical Characteristics and Outcome of COVID-19 among People Living with Diabetes in Nigeria. Int J Diabetes Clin Res 2021;8:147 DOI: 10.23937/2377-3634/1410147
  13. Liu Z, Bai X, Han X, Jiang W, Qiu L, Chen S, Yu X. The association of diabetes and the prognosis of COVID-19 patients: A retrospective study. Diabetes Res Clin Pract. 2020 Nov;169:108386. doi: 10.1016/j.diabres.2020.108386
  14. Jedrzejak AP, Urbaniak EK, Wasko JA, Ziojla N, Borowiak M. Diabetes and SARS-CoV-2-Is There a Mutual Connection? Front Cell Dev Biol. 2022 Jun 13;10:913305. doi: 10.3389/fcell.2022.913305.
  15. Nassar M, Daoud A, Nso N, Medina L, Ghernautan V, Bhangoo H, Nyein A, Mohamed M, Alqassieh A, Soliman K, Al-fishawy M, Sachmechi I, Misra A. Diabetes Mellitus and COVID-19: Review Article. Diabetes Metab Syndr. 2021 Nov-Dec;15(6):102268. doi: 10.1016/j.dsx.2021
  16. Araya S, Wordofa M, Mamo MA, Tsegay YG, Hordofa A, Negesso AE, Fasil T, Berhanu B, Begashaw H, Atlaw A, Niguse T, Cheru M, Tamir Z. The Magnitude of Hematological Abnormalities Among COVID-19 Patients in Addis Ababa, Ethiopia. J Multidiscip Healthc. 2021 Mar 2;14:545-554. doi: 10.2147/JMDH.S295432. eCollection 2021.
  17. Chapanduka ZC, Abdullah I, Allwood B, Koegelenberg CF, Irusen E, Lalla U, Zemlin AE, Masha TE, Erasmus RT, Jalavu TP, Ngah VD, Yalew A, Sigwadhi LN, Baines N, Tamuzi JL, McAllister M, Barasa AK, Magutu VK, Njeru C, Amayo A, Wanjiru Mureithi MW, Mungania M, Sono-Setati M, Zumla A, Nyasulu PS. Haematological predictors of poor outcome among COVID-19 patients admitted to an intensive care unit of a tertiary hospital in South Africa. PLoS One. 2022 Nov 4;17(11):e0275832. doi: 10.1371/journal.pone.0275832.
  18. Ding X, Yu Y, Lu B, Huo J, Chen M, Kang Y, Lou J, Liu Z. Dynamic profile and clinical implications of hematological param-eters in hospitalized patients with coronavirus disease 2019. Clin Chem Lab Med. 2020 Jul 28;58(8):1365-1371. doi: 10.1515/cclm-2020-0411.
  19. Wu MY, Yao L, Wang Y, Zhu XY, Wang XF, Tang PJ, Chen C. Clinical evaluation of potential usefulness of serum lactate de-hydrogenase (LDH) in 2019 novel coronavirus (COVID-19) pneumonia. Respir Res. 2020 Jul 6;21(1):171. doi: 10.1186/s12931-020-01427-8
  20. Rastad H, Ejtahed HS, Mahdavi-Ghorabi A, Arzaghi M, Safari A, Shahrestanaki E, Rezaei M, Niksima MM, Zakani A, Dehghan Manshadi SH, Ochi F, Saedi S, Khodaparast Z, Shafiabadi Hassani N, Azimzadeh M, Qorbani M.Factors associ-ated with the poor outcomes in diabetic patients with COVID-19. J Diabetes Metab Disord. 2020 Oct 9;19(2):1293-1302. doi: 10.1007/s40200-020-00646-6
  21. Mishra Y, Pathak BK, Mohakuda SS, Tilak TVSVGK, Sen S, P H, Singh R, Singh AR. Relation of D-dimer levels of COVID-19 patients with diabetes mellitus. Diabetes Metab Syndr. 2020 Nov-Dec;14(6):1927-1930. doi: 10.1016/j.dsx.2020.09.035.
  22. Alkundi A, Mahmoud I, Musa A, Naveed S, Alshawwaf M.Clinical characteristics and outcomes of COVID-19 hospitalized patients with diabetes in the United Kingdom: A retrospective single centre study. Diabetes Res Clin Pract. 2020 Jul;165:108263. doi: 10.1016/j.diabres.2020.108263.
  23. Yan Y, Yang Y, Wang F, Ren H, Zhang S, Shi X, Yu X, Dong K.Clinical characteristics and outcomes of patients with severe covid-19 with diabetes. BMJ Open Diabetes Res Care. 2020 Apr;8(1):e001343. doi: 10.1136/bmjdrc-2020-001343
  24. Pijls BG, Jolani S, Atherley A, Derckx RT, Dijkstra JIR, Franssen GHL, Hendriks S, Richters A, Venemans-Jellema A, Zalpuri S, Zeegers MP. Demographic risk factors for COVID-19 infection, severity, ICU admission and death: a meta-analysis of 59 studies. BMJ Open. 2021 Jan 11;11(1):e044640. doi: 10.1136/bmjopen-2020-044640.
  25. Ruppenthal, G., Alebrant Mendes, G., Coser, J., & Parisi, M. M. (2022). Alterações hematológicas em pacientes com COVID-19: uma revisão integrativa da literatura. Saúde (Santa Maria), 47(1).
  26. Akbariqomi M, Hosseini MS, Rashidiani J, Sedighian H, Biganeh H, Heidari R, Moghaddam MM, Farnoosh G, Kooshki H. Clinical characteristics and outcome of hospitalized COVID-19 patients with diabetes: A single-center, retrospective study in Iran. Diabetes Res Clin Pract. 2020 Nov;169:108467. doi: 10.1016/j.diabres.2020.108467.
  27. Shang J, Wang Q, Zhang H, Wang X, Wan J, Yan Y, Gao Y, Cheng J, Li Z, Lin J. The Relationship Between Diabetes Mellitus and COVID-19 Prognosis: A Retrospective Cohort Study in Wuhan, China. Am J Med. 2021 Jan;134(1):e6-e14. doi: 10.1016/j.amjmed.2020.05.033.
  28. Valadas J, Foigt V, Raupp W, Freitas T, Rotta L. CORRELAÇÃO ENTRE OS RESULTADOS DE PROTEÍNA C-REATIVA E VELOCIDADE DE HEMOSSEDIMENTAÇÃO. Revista de Atenção à Saúde. 26 de agosto de 2019; Doi: https://doi.org/10.13037/ras.vol17n60.5556
  29. Sebastião CS, Cogle A, Teixeira AD, Cândido AM, Tchoni C, Amorim MJ, Loureiro N, Parimbelli P, Penha-Gonçalves C, Demengeot J, Sacomboio E, Mendes M, Arrais M, Morais J, Vasconcelos JN, Brito M. Clinical Features Related to Severity and Mortality among COVID-19 Patients in a Pre-Vaccine Period in Luanda, Angola. Trop Med Infect Dis. 2022 Oct 29;7(11):338. doi: 10.3390/tropicalmed7110338
  30. Shi Q, Zhang X, Jiang F, Zhang X, Hu N, Bimu C, Feng J, Yan S, Guan Y, Xu D, He G, Chen C, Xiong X, Liu L, Li H, Tao J, Peng Z, Wang W.Clinical Characteristics and Risk Factors for Mortality of COVID-19 Patients With Diabetes in Wuhan, China: A Two-Center, Retrospective Study. Diabetes Care. 2020 Jul;43(7):1382-1391. doi: 10.2337/dc20-0598.
  31. Liu G, Zhang S, Hu H, Liu T, Huang J. The role of neutrophil-lymphocyte ratio and lymphocyte-monocyte ratio in the prog-nosis of type 2 diabetics with COVID-19. Scott Med J. 2020 Nov;65(4):154-160. doi: 10.1177/0036933020965934.
  32. Szarpak L, Ruetzler K, Safiejko K, Hampel M, Pruc M, Kanczuga-Koda L, Filipiak KJ, Jaguszewski MJ. Lactate dehydro-genase level as a COVID-19 severity marker. Am J Emerg Med. 2021 Jul;45:638-639. doi: 10.1016/j.ajem.2020.11.025.
  33. Fialek B, Pruc M, Smereka J, Jas R, Rahnama-Hezavah M, Denegri A, Szarpak A, Jaguszewski MJ, Peacock FW, Szarpak L.Diagnostic value of lactate dehydrogenase in COVID-19: A systematic review and meta-analysis. Cardiol J. 2022;29(5):751-758. doi: 10.5603/CJ.a2022.0056.

Most read articles by the same author(s)

1 2 > >>