To the Editor,
The COVID-19 pandemic has been responsible for over 4,500,000 lethal cases worldwide by September 2021. Despite a huge vaccination campaign by all European countries in 2021, COVID-19 still causes a considerable human toll. As COVID-19 prevalence and mortality partially depends on genetic factors [1, 2], we have studied the potential effect of several genetic polymorphisms on COVID-19 mortality in the post-vaccination period. Incidence and case mortality data from 26 European countries were compared with the proportion of fully vaccinated people in each country, and the phenotype distribution of several genetic polymorphisms: ABO blood group, galactoside 2-alpha-L-fucosyltransferase 2 (FUT2), deletion/insertion (D/I) of angiotensin-converting enzyme 1 (ACE1), complement C3, haptoglobin, vitamin D binding protein (DBP), the cystic fibrosis mutation, and the homeostatic iron regulator protein (HFE). Data from Austria, Belgium, Bulgaria, Croatia, Cyprus, Czechia, Denmark, Estonia, Finland, France, Germany, Greece, Hungary, Italy, Luxemburg, Malta, the Netherlands, Norway, Poland, Portugal, Romania, Slovakia, Slovenia, Spain, Sweden, and the UK, as communicated by the European Centre for Disease Prevention and Control were included in the study [3].
Table 1 summarizes the final model of a multiple regression model (after stepwise elimination of the non-significant genetic polymorphisms). In this model, the relative mortality (the ratio of death rate and case rate in a given country) was compared to the vaccine uptake in adults, week 34, 2021 for each country. As expected, vaccination protects against COVID-19 mortality (p=0.0026). Furthermore, also the ACE1 D/I polymorphism independently contributes (p=0.0076) to COVID-19 mortality (see Figure 1).
Multivariate model for predicting relative COVID-19 mortality for 26 European countries (death rate/case rate) (r2=0.535, p=0.0002). Data from September 3, 2021.
Parameter | Coefficient | Standard error | t | p-Value | VIF |
---|---|---|---|---|---|
Constant | −0.1211 | ||||
Vaccination coverage (% fully vaccinated adults) | −0.001614 | 0.000478 | −3.385 | 0.0026 | 1.024 |
ACE1 D allele frequency | 0.00495 | 0.00169 | 3.309 | 0.0076 | 1.024 |
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ACE, angiotensin-converting enzyme 1; VIF, variance inflation factor.

Relative mortality due to COVID-19 and ACE1 D allele frequency in 26 European countries.
Y (relative mortality due to COVID-19) = 0.00636 X (ACE1 D allele frequency, %) −0.300 (r2=0.3122; p=0.01).
The ACE1 gene is characterized by a genetic D/I of an Alu repeat in intron 16 and this polymorphism (rs1799752) shows an important geographical variation [4]. The ACE1 DD genotype is associated with lower expression of ACE2 in human tissues [4]. As SARS-CoV-2 host cell attachment is predominantly facilitated by the ACE2 receptor [5], ACE2 counteracts the effects of its homolog ACE1 [6]. An ACE1/ACE2 imbalance plays an important role in SARS-CoV-2 infectivity and COVID-19 progression [6]. Whereas the ACE1 D allele seems to be protective in the unvaccinated population [1, 2], on the other hand, the ACE1 D allele has been associated with an increased risk of hypertension, pre-eclampsia, heart failure, cerebral infarct, diabetic nephropathy, encephalopathy, asthma, severe hypoglycaemia in diabetes, gastric cancer, and poor prognosis following kidney transplant. Many of these conditions have been associated with a poorer outcome following COVID-19 infection [8]. On the positive side, the ACE1 D allele confers greater upper-body strength in old age. The ACE1 I allele, meanwhile, offers improved endurance/athletic performance and aerobic capacity, although it does increase the risk of obstructive sleep apnea in hypertensives [7].
Next to the expected effect of the widespread vaccination campaign, in Europeans the ACE1 D allele appears to be a major confounding factor in COVID-19 mortality, which is able to partially explain the pronounced geographical differences in COVID-19 in the post-vaccination era.
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Research funding: None declared.
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Author contributions: All authors have accepted responsibility for the entire content of this manuscript and approved its submission.
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Competing interests: Authors state no conflict of interest.
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Informed consent: Not applicable.
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Ethical approval: The local Institutional Review Board deemed the study exempt from review.
References
1. Delanghe, JR, Speeckaert, MM, De Buyzere ML, ML. COVID-19 infections are also affected by human ACE1 D/I polymorphism. Clin Chem Lab Med 2020;58:1125–6. https://doi.org/10.1515/cclm-2020-0425.Search in Google Scholar PubMed
2. Delanghe, JR, De Buyzere, ML, Speeckaert, MM. Genetic polymorphisms in the host and COVID-19 infection. Adv Exp Med Biol 2021;1318:109–18. https://doi.org/10.1007/978-3-030-63761-3_7.Search in Google Scholar PubMed
3. Available from: https://www.ecdc.europa.eu/en/covid-19/situation-updates [Accessed 3 Sep 2021].Search in Google Scholar
4. Jacobs, M, Lahousse, L, Van Eeckhoutte, HP, Wijnant, SRA, Delanghe, JR, Brusselle, GG, et al.. Effect of ACE1 polymorphism rs1799752 on protein levels of ACE2, the SARS-CoV-2 entry receptor, in alveolar lung epithelium. ERJ Open Res 2021;7:00940–02020. https://doi.org/10.1183/23120541.00940-2020.Search in Google Scholar PubMed PubMed Central
5. Letko, M, Marzi, A, Munster, V. Functional assessment of cell entry and receptor usage for SARS-CoV-2 and other lineage B betacoronaviruses. Nat Microbiol 2020;5:562–9. https://doi.org/10.1038/s41564-020-0688-y.Search in Google Scholar PubMed PubMed Central
6. Gemmati, D, Bramanti, B, Serino, ML, Secchiero, P, Zauli, G, Tisato, V. COVID-19 and individual genetic susceptibility/receptivity: role of ACE1/ACE2 Genes, immunity, inflammation and coagulation. Might the double X-chromosome in females be protective against SARS-CoV-2 compared to the single X-chromosome in males? Int J Mol Sci 2020;21:3474. https://doi.org/10.3390/ijms21103474.Search in Google Scholar PubMed PubMed Central
7. Gard, PR. Implications of the angiotensin converting enzyme gene insertion/deletion polymorphism in health and disease: a snapshot review. Int J Mol Epidemiol Genet 2010;1:145–57.Search in Google Scholar
8. Dessie, ZG, Zewotir, T. Mortality-related risk factors of COVID-19: a systematic review and meta-analysis of 42 studies and 423,117 patients. BMC Infect Dis 2021;21:855. https://doi.org/10.1186/s12879-021-06536-3.Search in Google Scholar PubMed PubMed Central
© 2021 Walter de Gruyter GmbH, Berlin/Boston
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- Letters to the Editors
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Articles in the same Issue
- Frontmatter
- Editorial
- The clinical value of assessing the inter-method bias: the lesson from prostate specific antigen measurement
- Mini Review
- Methods to reduce lipemic interference in clinical chemistry tests: a systematic review and recommendations
- Opinion Paper
- Troponin interference with special regard to macrocomplex formation
- Guidelines and Recommendations from Scientific Societies
- Use of high-sensitivity cardiac troponins in the emergency department for the early rule-in and rule-out of acute myocardial infarction without persistent ST-segment elevation (NSTEMI) in Italy
- Genetics and Molecular Diagnostics
- Effect of preexamination conditions in a centralized-testing model of non-invasive prenatal screening
- General Clinical Chemistry and Laboratory Medicine
- Comparative study of human growth hormone measurements: impact on clinical interpretation
- Establishing pre-analytical requirements and maximizing peptide recovery in the analytical phase for mass spectrometric quantification of amyloid-β peptides 1–42 and 1–40 in CSF
- Validation of the LUMIPULSE automated immunoassay for the measurement of core AD biomarkers in cerebrospinal fluid
- Targeted profiling of 24 sulfated and non-sulfated bile acids in urine using two-dimensional isotope dilution UHPLC-MS/MS
- High-resolution capillary electrophoresis for the determination of carbamylated albumin
- Real-time monitoring of drug laboratory test interactions: a proof of concept
- Afamin predicts the prevalence and incidence of nonalcoholic fatty liver disease
- Reference Values and Biological Variations
- Blood sampling frequency as a proxy for comorbidity indices when identifying patient samples for review of reference intervals
- Coagulation parameters in the newborn and infant – the Copenhagen Baby Heart and COMPARE studies
- Hematology and Coagulation
- Policies and practices in the field of laboratory hematology in Croatia – a current overview and call for improvement
- Cardiovascular Diseases
- Evaluation of the Atellica TnIH cardiac troponin I assay and assessment of biological equivalence
- Infectious Diseases
- Inadequate design of mutation detection panels prevents interpretation of variants of concern: results of an external quality assessment for SARS-CoV-2 variant detection
- Letters to the Editors
- The pronounced decline of anti-SARS-CoV-2 spike trimeric IgG and RBD IgG in baseline seronegative individuals six months after BNT162b2 vaccination is consistent with the need for vaccine boosters
- ACE polymorphism is a determinant for COVID-19 mortality in the post-vaccination era
- A look at the precision, sensitivity and specificity of SARS-CoV-2 RT-PCR assays through a dedicated external quality assessment round
- Value of hypocalcemia and thromboinflammatory biomarkers for prediction of COVID-19 severity during the second wave: were all the waves the same?
- Metagenomic next-generation sequencing (mNGS) confirmed a critical case of severe fever with thrombocytopenia syndrome virus (SFTSV)
- Biotin interference: evaluation of an updated thyroglobulin electrochemiluminescent immunoassay
- Evaluation of the Beckman Coulter Access Procalcitonin Assay: analytical and clinical performance
- Analytical performance evaluation of the new sST2 turbidimetric assay implemented in laboratory automation systems
- Pre-analytical recommendations and reference values for circulating calprotectin are sample type and assay dependent
- Congress Abstracts
- Annual Meeting of the Royal Belgian Society of Laboratory Medicine: “Women’s health: from puberty to menopause”