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. 2022 Jun 14;836:146674. doi: 10.1016/j.gene.2022.146674

Table 3.

Candidate genes, their polymorphisms and their association with COVID-19 severity and susceptibility in select populations

Gene Polymorphism Population Sample size Implication Reference
3p21.31 cluster rs11385942 Spain and Italy 1980 The 3p21.31 cluster was observed in patients with respiratory failure. (The Severe Covid-19 GWAS Group, 2020)
Androgen receptor Not mentioned European males 1178 Androgen receptors with shorter polyQ alleles offered protection against severe COVID-19 in Italian males. (Baldassarri et al., 2021)
BPIFB4 LAV-BPIFB4 Italy 171, 64 with COVID-19 Values of BPIFB4 were markedly lower in COVID-19-positive individuals as compared with negative patients.
BPIFB4 levels in plasma are negatively correlated with SARS-CoV-2 illness severity.
(Ciaglia et al., 2021)
Complement 3 Complement 3 (S) European, Mediterranean, and the Middle East Not mentioned C3 was associated with increased COVID-19-related death. (Delanghe et al., 2021)
CCR5 rs9845542, rs12639314, rs35951367, rs34418657 Europe 6406 hospitalized COVID-19 patients and 902,088 controls rs9845542, rs12639314, rs35951367 polymorphisms were associated with severe COVID-19 illness and low CCR5 expression (Cantalupo et al., 2021)
CCR5 rs333 Czech Republic 416 Δ32 deletion in the CCR5, most found in Caucasians, could offer protection against COVID-19 illness. (Hubacek et al., 2021)
TLL-1 rs4618569 Egypt 141 patients, 100 controls The A allele of the TLL-1 rs17047200 variant is associated with poor clinical outcomes. (Agwa et al., 2021)
GOLGA3, DPP7, TMPRSS2 rs12329760 in TMPRSS2 China 332 The rs12329760 variant in TMPRSS2 was less prevalent in severe SARS-CoV-2 patients.
Loss of function mutation in DPP7 and GOLGA3 was observed in severe COVID-19 disease.
(Wang et al., 2020)
IFI30 rs11554159 Spain and Italy N/A IFI30 polymorphisms may be a risk factor to acquiring severe COVID-19 disease (Monticelli et al., 2021)
MEFV rs3743930 Spain and Italy N/A Deleterious variants in MEFV could affect the severity of COVID-19. (Monticelli et al., 2021)
IFITM3 rs12252, rs34481144 Germany 239 patients with COVID-19 and 253 controls. There was no association between these polymorphisms and severity of COVID-19 illness. (Schönfelder et al., 2021)
IFITM3 rs12252 China 80 Presence of the rs12252 variant of the IFITM3 correlated with a more critical COVID-19 infection. (Zhang et al., 2020)
LZTFL1, XCR1, CCR9, FYCO1, SLC6A20, CXCR6, HNRNPK, RMI1, IFNAR2, ABO rs9976829 in IFNAR2- IL10RB Italy and Spain 1,610 COVID-19 patients and 2,205 controls All genes were strongly associated with risk of SARS-CoV-2 infection.
A 16% higher chance of having SARS-CoV-2 in subjects with the G allele of rs9976829.
(Ma et al., 2021)
MBL2 rs1800450 N/A 284 patients, 100 control Reduced MBL2 levels correlated with a more severe COVID-19 clinical course. (Medetalibeyoglu et al., 2021)
MUC5B rs35705950 Europe 4124 cases and 20,465 controls rs35705950 offered protection against COVID-19 in patients with pulmonary fibrosis. (Fadista et al., 2021)
PNPLA3, TLL-1 PNPLA3 rs738409, TLL-1 rs17047200, Italy 383 Polymorphisms of PNPLA3 and TLL-1 were markedly associated with severe COVID-19 disease and worse outcomes. (Grimaudo et al., 2021)
TAS2R38 Not mentioned USA 1935, 265 tested positive T2Rs may protect against illness by SARS-CoV-2. (Barham et al., 2021)
DDR1 rs17047200 Egypt 141 patients, 100 controls The AG genotype of the DDR1 rs4618569is associated with poor outcomes in COVID-19 patients. (Agwa et al., 2021)
TLR3 rs3775291 Spain and Italy N/A A missense mutation in TLR3 (rs3775291) is associated with severe disease. (Monticelli et al., 2021)
TLR7 rs189681811, rs147244662, rs149314023, rs200146658, rs5743781 Italy 79 cases, 77 controls TLR7 variants were found in 2.1% of males with severe disease, while none were found in asymptomatic males.
Lower TLR7 expression was observed in COVID-19 patients.
(Fallerini et al., 2021)
TMPRSS2 rs2298659, rs17854725, rs12329760, rs3787950 Italy 3984 Exonic variant (p.Val160Met) and two haplotypes in TMPRSS2 showed substantial disparities between East Asians and Italians, showing increased levels of TMPRSS2 in Italians, leading to increased susceptibility to infection. (Asselta et al., 2020)
TMPRSS2 N/A Africa N/A Genetic variants in TMPRSS2 may alter an individual’s variability in susceptibility to COVID-19 infection and disease severity. (Ortiz-Fernández and Sawalha, 2020)
TNFRSF1A rs767455 Mexico 102 patients, 25 controls This polymorphism is associated with increased COVID-19 disease severity. (Palacios et al., 2021)
TNFRSF13C p.His159Tyr Italy 500 p.His159Tyr variant of TNFRSF13C was notably increased in patients with severe illness compared to asymptomatic patients. (Russo et al., 2021)
Vitamin D (DHCR7/NADSYN1), CYP2R1 Vitamin D (DHCR7/NADSYN1) rs12785878, CYP2R1 rs10741657 Serbia 120 males The presence of CYP2R1 and DHCR7/NADSYN1 correlated with COVID-19 increased illness severity in adults. (Kotur et al., 2021)
IFNλ3 rs12979860, rs8099917, rs12980275 Iran 750 patients with COVID-19 Frequency of these favorable variants was significantly higher in patients who survived from COVID-19 infection. (Rahimi et al., 2021)
IFNλ4 rs368234815 Iran 750 COVID-19 positive patients Higher frequency of this variant was present in patients who survived from COVID-19 infection. (Rahimi et al., 2021)
TMPRSS2 rs2070788 India 393 COVID-19 patients rs2070788 may lead to worse clinical outcomes in COVID-19 patients. (Pandey et al., 2022)
TIRAP rs8177374 Netherlands 116 COVID-19 patients Carriers of rs8177374 could be associated with a significantly lower COVID-19 mortality. (Traets et al., 2022)
TMPRSS2 rs17854725/rs75603675/rs12329760/rs4303795 Iran 288 COVID-19 patients These polymorphisms were associated with increased risk of COVID-19 infection and severe disease. (Rokni et al., 2022)
IL-6 rs1800795, rs1800796, rs1800797 Iran 175 COVID-19 patients, 171 controls No significant differences in severity of COVID-19 disease in patients with these polymorphisms. (Falahi et al., 2022)
TMPRSS2/MX1 (21q22.3) locus rs3787946, rs9983330, rs12329760, rs2298661, rs9985159 Italy 6,406 COVID-19 patients, 902,088 controls These polymorphisms showed an association with severe COVID-19 disease. (Andolfo et al., 2021)

BPIFB4: BPI fold containing family B member 4, CCR5: CC motif chemokine receptor 5, CCR9: CC motif chemokine receptor 9, CXCR6: C-X motif chemokine receptor 6, DPP7: dipeptidyl peptidase 7, DDR1: discoidin domain receptor tyrosine kinase 1, GOLGA3: Golgin A3, TMPRSS2: transmembrane protease, serine 2, IFI30: gamma-interferon-inducible lysosomal thiol reductase, SLC6A20: solute carrier family 6 member 20, LZTFL1: human leucine zipper transcription factor like 1, XCR1: X-C motif chemokine receptor 1, FYCO1: fyve and coiled-coil domain-containing protein 1, TLR3: toll like receptor 3, TLR7: toll like receptor 7, IFNAR2: interferon alpha and beta receptor subunit 2, IFNλ3: interferon lambda 3, IFNλ3: interferon lambda 3, MUC5B: mucin 5B, HNRNPK: heterogeneous nuclear ribonucleoprotein K, IFITM3: interferon induced transmembrane protein 3, RMI1: RecQ mediated genome instability 1, MBL2: mannose binding lectin 2, PNPLA3: patatin-like phospholipase domain-containing protein 3, TLL1: tolloid like 1, TAS2R38: taste receptor 2 member 38, TNFRSF13C: TNF receptor superfamily member 13C, TNFRSF1A: TNF receptor superfamily member 1A, CYP2R1: cytochrome P450 gamily 2 subfamily R member 1, TIRAP: TIR Domain Containing Adaptor Protein