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1.
Int J Mol Sci ; 24(9)2023 May 08.
Article in English | MEDLINE | ID: covidwho-2312858

ABSTRACT

The insertion or deletion (indel) of amino acids has a variety of effects on protein function, ranging from disease-forming changes to gaining new functions. Despite their importance, indels have not been systematically characterized towards protein engineering or modification goals. In the present work, we focus on deletions composed of multiple contiguous amino acids (mAA-dels) and their effects on the protein (mutant) folding ability. Our analysis reveals that the mutant retains the native fold when the mAA-del obeys well-defined structural dynamics properties: localization in intrinsically flexible regions, showing low resistance to mechanical stress, and separation from allosteric signaling paths. Motivated by the possibility of distinguishing the features that underlie the adaptability of proteins to mAA-dels, and by the rapid evaluation of these features using elastic network models, we developed a positive-unlabeled learning-based classifier that can be adopted for protein design purposes. Trained on a consolidated set of features, including those reflecting the intrinsic dynamics of the regions where the mAA-dels occur, the new classifier yields a high recall of 84.3% for identifying mAA-dels that are stably tolerated by the protein. The comparative examination of the relative contribution of different features to the prediction reveals the dominant role of structural dynamics in enabling the adaptation of the mutant to mAA-del without disrupting the native fold.


Subject(s)
Amino Acids , Proteins , Amino Acids/genetics , Proteins/chemistry , INDEL Mutation , Protein Engineering
2.
Int J Mol Sci ; 23(15)2022 Aug 04.
Article in English | MEDLINE | ID: covidwho-1979269

ABSTRACT

Background: Severe outcomes of COVID-19 account for up to 15% of all cases. The study aims to check if any gene variants related to cardiovascular (CVD) and pulmonary diseases (PD) are correlated with a severe outcome of COVID-19 in a Polish cohort of COVID-19 patients. Methods: In this study, a subset of 747 samples from unrelated individuals collected across Poland in 2020 and 2021 was used and whole-genome sequencing was performed. Results: The GWAS analysis of SNPs and short indels located in genes related to CVD identified one variant significant in COVID-19 severe outcome in the HADHA gene, while for the PD gene panel, we found two significant variants in the DRC1 gene. In this study, both potentially protective and risk variants were identified, of which variants in the HADHA gene deserve the most attention. Conclusions: This is the first study reporting the association between the HADHA and DRC1 genetic variants and COVID-19 severe outcome based on the cohort WGS analysis. Although all the identified variants are localised in introns, they may be correlated and therefore inherited along with other risk variants, potentially causative to severe outcome of COVID-19 but not discovered yet.


Subject(s)
COVID-19 , Cardiovascular Diseases , COVID-19/genetics , Cardiovascular Diseases/genetics , Genome-Wide Association Study , Humans , INDEL Mutation , Lung , Polymorphism, Single Nucleotide
3.
J Virol Methods ; 307: 114570, 2022 09.
Article in English | MEDLINE | ID: covidwho-1895295

ABSTRACT

The high need of rapid and flexible tools that facilitate the identification of circulating SARS-CoV-2 Variants of Concern (VOCs) remains crucial for public health system monitoring. Here, we develop allele-specific (AS)-qPCR assays targeting three recurrent indel mutations, ΔEF156-157, Ins214EPE and ΔLPP24-26, in spike (S) gene to identify the Delta VOC and the Omicron sublineages BA.1 and BA.2, respectively. After verification of the analytical specificity of each primer set, two duplex qPCR assays with melting curve analysis were performed to screen 129 COVID-19 cases confirmed between December 31, 2021 and February 01, 2022 in Sfax, Tunisia. The first duplex assay targeting ΔEF156-157 and Ins214EPE mutations successfully detected the Delta VOC in 39 cases and Omicron BA.1 in 83 cases. All the remaining cases (n = 7) were identified as Omicron BA.2, by the second duplex assay targeting Ins214EPE and ΔLPP24-26 mutations. The results of the screening method were in perfect concordance with those of S gene partial sequencing. In conclusion, our findings provide a simple and flexible screening method for more rapid and reliable monitoring of circulating VOCs. We highly recommend its implementation to guide public health policies.


Subject(s)
COVID-19 , SARS-CoV-2 , COVID-19/diagnosis , Genotype , Humans , INDEL Mutation , SARS-CoV-2/genetics
4.
Tohoku J Exp Med ; 258(1): 23-27, 2022 Aug 04.
Article in English | MEDLINE | ID: covidwho-1892436

ABSTRACT

Virus genome mutation profiles with insertion, deletion, and point mutations have recently been revealed to differ remarkably between viruses. In RNA viruses like human coronaviruses or influenza viruses, genome samples collected over two to three decades usually show point mutations in 10-20% of the bases, while the rate of insertion and/or deletion mutations (indels) largely depends on the virus. This study evaluates the mutation profiles of DNA viruses by comparing a recently sampled genome of human adenovirus species C type 2 (isolate SG06/HAdvC2/2016) with a genome of the same species sampled in the 1970s. It was found insertions of 23 bases at seven sites and deletions of 22 bases at nine sites. The longest indels were 6-base insertions in E2B and L4. All indels in the coding regions were in-frame mutations with base lengths in multiples of three. In the non-coding regions, the lengths of the indels ranged from 1-4 consecutive bases. Long indels with more than 10 consecutive bases, which comprise nearly half of indels in the SARS-CoV-2 genome, were absent. In other sites, the point mutation rate was approximately 0.3%, which was significantly lower than in RNA viruses. In summary, the estimated point mutation rate in human adenovirus species C type 2 (HAdvC-2) was over 10 times lower than in RNA viruses. Unlike the relatively long indels in the SARS-CoV-2 genome, the indels in HAdvC-2 were short, with 6 or fewer consecutive bases.


Subject(s)
Adenoviruses, Human , Genome, Viral , SARS-CoV-2 , Adenoviruses, Human/genetics , INDEL Mutation , Point Mutation , SARS-CoV-2/genetics
5.
Hum Immunol ; 83(6): 521-527, 2022 Jun.
Article in English | MEDLINE | ID: covidwho-1739765

ABSTRACT

Human leukocyte antigen (HLA)-G molecules are proposed to influence susceptibility to coronavirus disease 2019 (COVID-19). A case-control study was conducted on 209 patients with COVID-19 and198 controls to assess soluble HLA-G (sHLA-G) levels and HLA-G 14-bp insertion [Ins]/deletion [Del] polymorphism. Results revealed that median levels of sHLA-G were significantly higher in serum of COVID-19 patients than in controls (17.92 [interquartile range: 14.86-21.15] vs. 13.42 [9.95-17.38] ng/mL; probability <0.001). sHLA-G levels showed no significant differences between patients with moderate, severe or critical disease. Del allele was significantly associated with the risk of COVID-19 (odds ratio = 1.89; 95% confidence interval = 1.44-2.48; corrected probability = 0.001), while a higher risk was associated with Del/Del genotype (odds ratio = 2.39; 95% confidence interval = 1.25-4.58; corrected probability = 0.048). Allele and genotype frequencies of HLA-G 14-bp Ins/Del polymorphism stratified by gender or disease severity showed no significant differences in each stratum. Further, there was no significant impact of genotypes on sHLA-G levels. In conclusion, sHLA-G levels were up-regulated in COVID-19 patients regardless of disease severity. Further, it is suggested that HLA-G 14-bp Ins/Del polymorphism is associated with COVID-19 risk.


Subject(s)
COVID-19 , HLA-G Antigens , INDEL Mutation , COVID-19/genetics , Case-Control Studies , Gene Frequency , Genetic Predisposition to Disease , Genotype , HLA-G Antigens/genetics , Humans , Iraq
6.
J Med Virol ; 94(3): 1050-1059, 2022 03.
Article in English | MEDLINE | ID: covidwho-1487497

ABSTRACT

Accumulating data has shown a contribution of the renin-angiotensin system in COVID-19 pathogenesis. The role of angiotensin-converting enzyme (ACE) insertion (I)/deletion (D) polymorphism as a risk factor in developing COVID-19 disease comes from epidemiological data and is controversially discussed. We conducted a retrospective case-control study and assessed the impact of ACE I/D genotype in COVID-19 disease prevalence and severity. In 81 COVID-19 patients explicitly characterized and 316 controls, recruited during the first wave of COVID-19 pandemic, ACE I/D genotype, and ACE activity were determined. A generalized linear model was used and Poisson regression analysis estimated the risk ratios (RRs) of alleles and genotypes for disease severity. DD patients had almost 2.0-fold increased risk (RR: 1.886, confidence limit [CL] 95%: 1.266-2.810, p = 0.0018) of developing a more severe disease when contrasted to ID and II individuals, as did D allele carriers compared to I carriers (RR: 1.372; CL 95%: 1.051-1.791; p = 0.0201). ACE activity (expressed as arbitrary units, AU/L) was lower in patients (3.62 ± 0.26) than in controls (4.65 ± 0.13) (p < 0.0001), and this reduction was observed mainly among DD patients compared to DD controls (3.97 ± 0.29 vs. 5.38 ± 0.21; p = 0.0014). Our results demonstrate that ACE DD genotype may predispose to COVID-19 increased disease severity via a mechanism associated, at least in part, with the significant fall in their ACE activity. Our findings suggest a more complex pattern of synergy between this polymorphism and ACE activity in COVID-19 patients compared to healthy individuals and set the grounds for large-scale studies assessing ACE genotype-based optimized therapies with ACE inhibitors and angiotensin receptor blockers.


Subject(s)
COVID-19 , Peptidyl-Dipeptidase A/genetics , Alleles , COVID-19/genetics , COVID-19/physiopathology , Case-Control Studies , Humans , INDEL Mutation , Pandemics , Peptidyl-Dipeptidase A/metabolism , Polymorphism, Genetic , Retrospective Studies , Severity of Illness Index
7.
Genes (Basel) ; 12(10)2021 10 01.
Article in English | MEDLINE | ID: covidwho-1444159

ABSTRACT

The renin-angiotensin-aldosterone system (RAAS) appears to play an important role in SARS-CoV-2 infection. Polymorphisms within the genes that control this enzymatic system are candidates for elucidating the pathogenesis of COVID-19, since COVID-19 is not only a pulmonary disease but also affects many organs and systems throughout the body in multiple ways. Most striking is the fact that ACE2, one of the major components of the RAAS, is a prerequisite for SARS-COV-2 infection. Recently, we and other groups reported an association between a polymorphism of the ACE1 gene (a homolog of ACE2) and the phenotypic expression of COVID-19, particularly in its severity. The ethnic difference in ACE1 insertion (I)/deletion (D) polymorphism seems to explain the apparent difference in mortality between the West and East Asia. The purpose of this review was to further evaluate the evidence linking ACE1 polymorphisms to COVID-19. We searched the Medline database (2019-2021) for reference citations of relevant articles and selected studies on the clinical outcome of COVID-19 related to ACE1 I/D polymorphism. Although the numbers of patients are not large enough yet, most available evidence supports the notion that the DD genotype adversely influences COVID-19 symptoms. Surprisingly, small studies conducted in several countries yielded opposite results, suggesting that the ACE1 II genotype is a risk factor. This contradictory result may be the case in certain geographic areas, especially in subgroups of patients. It may also be due to interactions with other genes or to yet unexplained biochemical mechanisms. According to our hypothesis, such candidates are genes that are functionally involved in the pathophysiology of COVID-19, can act in concert with the ACE1 DD genotype, and that show differences in their frequency between the West and East Asia. For this, we conducted research focusing on Alu-related genes. The current study on the ACE1 genotype will provide potentially new clues to the pathogenesis, treatment, and diagnosis of SARS-CoV-2 infections.


Subject(s)
COVID-19 , Gene Expression Regulation, Viral , Genotype , INDEL Mutation , Peptidyl-Dipeptidase A , Polymorphism, Genetic , SARS-CoV-2/metabolism , COVID-19/genetics , COVID-19/metabolism , Humans , Peptidyl-Dipeptidase A/genetics , Peptidyl-Dipeptidase A/metabolism , Risk Factors
8.
J Renin Angiotensin Aldosterone Syst ; 2021: 5509280, 2021.
Article in English | MEDLINE | ID: covidwho-1430254

ABSTRACT

INTRODUCTION: The coronavirus disease 2019 (COVID-19), that is caused by severe acute respiratory syndrome corona virus 2 (SARS-CoV-2), has spread rapidly worldwide since December 2019. The SARS-CoV-2 virus has a great affinity for the angiotensin-converting enzyme-2 (ACE-2) receptor, which is an essential element of the renin-angiotensin system (RAS). This study is aimed at assessing the impact of the angiotensin-converting enzyme (ACE) gene insertion (I)/deletion (D) polymorphisms, on the susceptibility and clinical outcomes of the COVID-19 immunoinflammatory syndrome. Patients and Methods. A total of 112 patients diagnosed with COVID-19 between 1 and 15 May 2020 were enrolled in the study. ACE gene allele frequencies were compared to the previously reported Turkish population comprised of 300 people. RESULTS: The most common genotype in the patients and control group was DI with 53% and II with 42%, respectively. The difference in the presence of the D allele between the patient and control groups was statistically significant (67% vs. 42%, respectively, p < 0.0001). Severe pneumonia was observed more in patients with DI allele (31%) than DD (8%) and II (0%) (p = 0.021). The mortality rate, time to defervescence, and the hospitalization duration were not different between the genotype groups. CONCLUSION: Genotype DI of ACE I/D polymorphism is associated with the infectious rate particularly severe pneumonia in this study conducted in the Turkish population. Therefore, ACE D/I polymorphism could affect the clinical course of COVID-19.


Subject(s)
COVID-19/genetics , Peptidyl-Dipeptidase A/genetics , Adult , Aged , Aged, 80 and over , Cross-Sectional Studies , Female , Gene Frequency , Genetic Association Studies , Humans , INDEL Mutation , Male , Middle Aged , Polymorphism, Genetic , Renin-Angiotensin System , Young Adult
10.
Virus Res ; 297: 198398, 2021 05.
Article in English | MEDLINE | ID: covidwho-1142296

ABSTRACT

Commercially available reverse transcription-polymerase chain reaction (RT-PCR) kits are being used as an important tool to diagnose SARS-CoV-2 infection in clinical laboratories worldwide. However, some kits lack sufficient clinical evaluation due to the need for emergency use caused by the current COVID-19 pandemic. Here we found that a novel insertion/deletion mutation in the nucleocapsid (N) gene of SARS-CoV-2 samples is a cause of negative results for the N gene in a widely used assay that received emergency use authorization (EUA) from US FDA and Conformite Europeenne-in vitro diagnostics (CE-IVD) from EU. Although SARS-CoV-2 is diagnosed positive by other target probes in the assay, our findings provide an evidence of the genetic variability and rapid evolution of SARS-CoV-2 as well as a reference in designing commercial RT-PCR assays.


Subject(s)
COVID-19/virology , Coronavirus Nucleocapsid Proteins/genetics , INDEL Mutation , SARS-CoV-2/genetics , COVID-19/diagnosis , COVID-19 Nucleic Acid Testing , False Negative Reactions , Genes, Viral , Humans , Mass Screening , Pandemics , RNA, Viral/analysis , Reverse Transcriptase Polymerase Chain Reaction , SARS-CoV-2/isolation & purification
11.
Sci Rep ; 11(1): 3359, 2021 02 09.
Article in English | MEDLINE | ID: covidwho-1074114

ABSTRACT

Coronaviruses silently circulate in human and animal populations, causing mild to severe diseases. Therefore, livestock are important components of a "One Health" perspective aimed to control these viral infections. However, at present there is no example that considers pig genetic resources in this context. In this study, we investigated the variability of four genes (ACE2, ANPEP and DPP4 encoding for host receptors of the viral spike proteins and TMPRSS2 encoding for a host proteinase) in 23 European (19 autochthonous and three commercial breeds and one wild boar population) and two Asian Sus scrofa populations. A total of 2229 variants were identified in the four candidate genes: 26% of them were not previously described; 29 variants affected the protein sequence and might potentially interact with the infection mechanisms. The results coming from this work are a first step towards a "One Health" perspective that should consider conservation programs of pig genetic resources with twofold objectives: (i) genetic resources could be reservoirs of host gene variability useful to design selection programs to increase resistance to coronaviruses; (ii) the described variability in genes involved in coronavirus infections across many different pig populations might be part of a risk assessment including pig genetic resources.


Subject(s)
Coronavirus Infections/genetics , Genetic Variation , Sus scrofa/genetics , Angiotensin-Converting Enzyme 2/genetics , Animals , Breeding , CD13 Antigens/genetics , Dipeptidyl Peptidase 4/genetics , Gene Frequency , Genetics, Population , High-Throughput Nucleotide Sequencing , Humans , INDEL Mutation , One Health , Polymorphism, Single Nucleotide , Receptors, Virus/genetics , Serine Endopeptidases/genetics , Swine , Whole Genome Sequencing
12.
Infect Genet Evol ; 88: 104682, 2021 03.
Article in English | MEDLINE | ID: covidwho-1065473

ABSTRACT

BACKGROUND: The reported association between an insertion/deletion (I/D) polymorphism in the angiotensin-converting enzyme (ACE) gene and the risk for acute lung injury (ALI)/acute respiratory distress syndrome (ARDS) remains controversial despite the publication of four meta-analyses on this topic. Here, we updated the meta-analysis with more studies and additional assessments that include adults and children within the context of the coronavirus disease 2019 (COVID-19) pandemic. METHODS: Sixteen articles (22 studies) were included. Odds ratios (ORs) and 95% confidence intervals (CIs) were estimated using three genetic models (allele, recessive and dominant), in which ARDS patients were compared with non-ARDS patients (A1) and healthy controls (A2). Mortality outcomes were also assessed (A3). The influence of covariates was examined by meta-regression. Bonferroni correction was performed for multiple pooled associations. Subgroup analyses based on ethnicity (Asians, Caucasians) and life stage (adults, children) were conducted. Heterogeneity was addressed with outlier treatment. RESULTS: This meta-analysis generated 68 comparisons, 21 of which were significant. Of the 21, four A1 and three A3 highly significant (Pa = 0.00001-0.0008) outcomes withstood Bonferroni correction. For A1, allele and recessive associations were found in overall (OR 0.49, 95% CI 0.39-0.61), Caucasians (OR 0.46, 95% CI 0.35-0.61) and children (ORs 0.49-0.66, 95% CI 0.33-0.84) analyses. For A3, associations were found in overall (dominant: OR 0.45, 95% CI 0.29-0.68) and Asian subgroup (allele/ dominant: ORs 0.31-0.39, 95% CIs 0.18-0.63) analyses. These outcomes were either robust, or statistically powered or both and uninfluenced by covariates. CONCLUSIONS: Significant associations of the ACE I/D polymorphism with the risk of ALI/ARDS were indicated in Caucasians and children as well as in Asians in mortality analysis. These findings were underpinned by high significance, high statistical power and robustness. ACE genotypes may be useful for ALI/ARDS therapy for patients with COVID-19.


Subject(s)
Acute Lung Injury/genetics , Angiotensin-Converting Enzyme 2/genetics , COVID-19/genetics , Genetic Predisposition to Disease , INDEL Mutation , Respiratory Distress Syndrome/genetics , Acute Lung Injury/ethnology , Acute Lung Injury/pathology , Acute Lung Injury/virology , Adult , Age Factors , Alleles , Asian People , COVID-19/ethnology , COVID-19/pathology , COVID-19/virology , Case-Control Studies , Child , Gene Frequency , Humans , Respiratory Distress Syndrome/ethnology , Respiratory Distress Syndrome/pathology , Respiratory Distress Syndrome/virology , SARS-CoV-2/pathogenicity , Survival Analysis , White People
13.
Genet Test Mol Biomarkers ; 25(1): 55-58, 2021 Jan.
Article in English | MEDLINE | ID: covidwho-1038275

ABSTRACT

Background: The human angiotensin I converting enzyme 1 (ACE1) gene insertion/deletion (I/D) polymorphism is classified based on the presence or absence of a 287 bp Alu sequence. The ACE1 D allele is associated with higher ACE1 concentrations in tissues. Previous research has shown that susceptibility to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection is primarily determined by the affinity between the viral receptor-binding domain and the host human receptor angiotensin-converting enzyme 2 (hACE2) receptor. In the human genome, ACE2 is identified as a homolog to ACE1. Objective: The purpose of this study was to characterize the ACE1 D allele distribution in Bosnia and Herzegovina (B&H), so as to compare it to population data from other European countries and to investigate the potential correlation between D allele frequencies and coronavirus disease 2019 (COVID-19) epidemiological findings in selected European populations. Methods: The ACE1 D allele frequencies in 18 selected European populations were analyzed and compared with COVID-19 prevalence, mortality, and severity using multivariate linear regression analysis. Results and Discussion: The ACE1 D allele distribution within the B&H population was similar to its distribution in other European populations. Regression analysis showed no significant correlation between the D allele frequency and the incidence of infections between the examined populations, nor with the rates of fatality and severe cases. Conclusion: There is no clear statistical evidence that the ACE1 D allele is associated with increased or decreased COVID-19 incidence, mortality, and case severity within the investigated populations.


Subject(s)
COVID-19/epidemiology , Gene Frequency , Genetic Predisposition to Disease , Peptidyl-Dipeptidase A/genetics , Alleles , Alu Elements/genetics , COVID-19/diagnosis , COVID-19/genetics , COVID-19/virology , Europe/epidemiology , Geography , Humans , INDEL Mutation , Incidence , Polymorphism, Genetic , SARS-CoV-2/isolation & purification , Severity of Illness Index
14.
Sci Rep ; 11(1): 1529, 2021 01 15.
Article in English | MEDLINE | ID: covidwho-1033541

ABSTRACT

The genetic variations among individuals are one of the notable factors determining disease severity and drug response. Nowadays, COVID-19 pandemic has been adversely affecting many aspects of human life. We used the Tehran Cardio-Metabolic Genetic Study (TCGS) data that is an ongoing genetic study including the whole-genome sequencing of 1200 individuals and chip genotyping of more than 15,000 participants. Here, the effect of ACE2 variations by focusing on the receptor-binding site of SARS-CoV-2 and ACE2 cleavage by TMPRSS2 protease were investigated through simulations study. After analyzing TCGS data, 570 genetic variations on the ACE2 gene, including single nucleotide polymorphisms (SNP) and insertion/deletion (INDEL) were detected. Interestingly, two observed missense variants, K26R and S331F, which only the first one was previously reported, can reduce the receptor affinity for the viral Spike protein. Moreover, our bioinformatics simulation of 3D structures and docking of proteins explains important details of ACE2-Spike and ACE2-TMPRSS2 interactions, especially the critical role of Arg652 of ACE2 for protease function of TMPRSS2 was uncovered. As our results show that the genetic variation of ACE2 can at least influence the affinity of this receptor to its partners, we need to consider the genetic variations on ACE2 as well as other genes in the pathways that contribute to the pathogenesis of COVID-19 for designing efficient drugs and vaccines.


Subject(s)
Angiotensin-Converting Enzyme 2/genetics , COVID-19/pathology , Angiotensin-Converting Enzyme 2/chemistry , Angiotensin-Converting Enzyme 2/metabolism , Binding Sites , COVID-19/genetics , COVID-19/virology , Disease Susceptibility , Gene Expression , Genotype , Humans , INDEL Mutation , Iran , Molecular Docking Simulation , Mutation, Missense , Polymorphism, Single Nucleotide , Protein Binding , Protein Structure, Tertiary , SARS-CoV-2/isolation & purification , SARS-CoV-2/metabolism , Serine Endopeptidases/chemistry , Serine Endopeptidases/metabolism , Spike Glycoprotein, Coronavirus/chemistry , Spike Glycoprotein, Coronavirus/metabolism , Whole Genome Sequencing
17.
Gene ; 762: 145102, 2020 Dec 15.
Article in English | MEDLINE | ID: covidwho-735097

ABSTRACT

The Angiotensin system is implicated in the pathogenesis of COVID-19. First, ACE2 is the cellular receptor for SARS-CoV-2, and expression of the ACE2 gene could regulate the individuals susceptibility to infection. In addition, the balance between ACE1 and ACE2 activity has been implicated in the pathogenesis of respiratory diseases and could play a role in the severity of COVID-19. Functional ACE1/ACE2 gene polymorphisms have been associated with the risk of cardiovascular and pulmonary diseases, and could thus also contribute to the outcome of COVID-19. We studied 204 COVID-19 patients (137 non-severe and 67 severe-ICU cases) and 536 age-matched controls. The ACE1 insertion/deletion and ACE2 rs2285666 polymorphism were determined. Variables frequencies were compared between the groups by logistic regression. We also sequenced the ACE2 coding nucleotides in a group of patients. Severe COVID-19 was associated with hypertension male gender (p < 0.001), hypertension (p = 0.006), hypercholesterolaemia (p = 0.046), and the ACE1-DD genotype (p = 0.049). In the multiple logistic regression hypertension (p = 0.02, OR = 2.26, 95%CI = 1.12-4.63) and male gender (p = 0.002; OR = 3.15, 95%CI = 1.56-6.66) remained as independent significant predictors of severity. The ACE2 polymorphism was not associated with the disease outcome. The ACE2 sequencing showed no coding sequence variants that could explain an increased risk of developing COVID-19. In conclusion, an adverse outcome of COVID-19 was associated with male gender, hypertension, hypercholesterolemia and the ACE1 genotype. Our work suggested that the ACE1-I/D might influence COVID-19 severity, but the effect was dependent on the hypertensive status. This result requires further validation in other large cohorts.


Subject(s)
Coronavirus Infections/genetics , Peptidyl-Dipeptidase A/genetics , Pneumonia, Viral/genetics , Adult , Aged , Aged, 80 and over , Angiotensin-Converting Enzyme 2 , Betacoronavirus , COVID-19 , Case-Control Studies , Female , Genotyping Techniques , Humans , Hypercholesterolemia/complications , Hypertension/complications , INDEL Mutation , Male , Middle Aged , Pandemics , Polymorphism, Single Nucleotide , Risk Factors , SARS-CoV-2 , Spain , Young Adult
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