Journal List > Allergy Asthma Immunol Res > v.7(3) > 1052500

Palikhe, Kim, Pham, Ye, and Park: Association Between PTPN22 Polymorphisms and IgE Responses to Staphylococcal Superantigens in Chronic Urticaria

Abstract

Protein tyrosine phosphatase-22 (PTPN22) gene encodes lymphoid-specific tyrosine phosphatase (Lyp), an inhibitor of T cell activation. A polymorphism of the PTPN22 gene has been found to be associated with chronic urticaria (CU). We investigated the associations between PTPN22 gene polymorphisms and CU characteristics, including serum specific IgE antibodies response to toxic shock syndrome toxin-1 (TSST-1) and staphylococcal enterotoxin A (SEA). CU patients (n=409) and normal healthy controls (n=388) were enrolled in the present study. Serum specific IgE to TSST-1 and SEA were measured by ImmunoCAP®. Five PTPN22 single nucleotide polymorphisms, -1123G>C, 1858C>T, 13145A>G, 14943C>T, and 20628A>G, were genotyped. There were no significant differences in genotype or haplotype frequencies of these polymorphisms between the 2 groups. CU patients carrying the GG genotype at 20628A>G (P=0.035) or haplotype 3 [GGG] (P=0.047) had a significantly higher prevalence of serum specific IgE to TSST-1 compared to non-carriers. Similarly, CT/TT genotype at 14943C>T had a significantly higher prevalence of serum specific IgE to SEA (P=0.045). The findings suggest that the PTPN22 gene polymorphisms at 20628A>G and 14943C>T may enhance serum specific IgE responses to TSST-1 and SEA, which may contribute to CU pathogenesis.

INTRODUCTION

Chronic urticaria (CU) is characterized by pruritic wheals that last several hours and recur for more than 6 weeks.1 It is a common and potentially debilitating skin condition that affects up to 1% of the general population with variable duration, from several months, to decades.2 The symptoms are instigated by activated mast cells and their subsequent release of histamine and other proinflammatory mediators.3 The underlying causes and mechanisms of mast cell activation in CU remain to be identified. Functional autoantibodies against the high-affinity immunoglobulin E receptor (FcεRI) or immunoglobulin E (IgE) found in a subset of CU patients can activate and degranulate mast cells; however, the absence of autoantibodies in other CU populations indicate other potential causes of CU.4
Recently, protein tyrosine phosphatase nonreceptor type 22 (PTPN22), a strong susceptible gene for various autoimmune diseases, is found to be associated with CU.5 PTPN22 gene is located on chromosome 1p13.3-p13.1 and encodes the lymphoid protein tyrosine phosphatase (Lyp) which is a negative regulator of T-cell antigen receptor (TCR) signaling.6 PTPN22 gene polymorphism (1858C>T) impairs T-cell signaling and may influence autoimmune mechanisms and promote proinflammatory responses.7 Additionally, a correlation has been found between T-cell activation and mast cell degranulation in CU patients that indicate the role of T cells in CU pathogenesis.8
Superantigens are exotoxins produced by microorganisms that can activate a widerange of T cells.9 Superantigens, particularly produced by Staphylococcus aureus (SA), such as staphylococcal enterotoxins (SE) A, SEB, and toxic shock syndrome toxin-1 (TSST-1), have been associated with various inflammatory diseases, such as atopic dermatitis (AD), asthma and psoriasis.10,11,12 Staphylococcal superantigens can activate T cells that result in the production of IgE and IgG antibodies from B cells.13 In addition, staphylococcal superantigens have been shown to induce inflammation via the production of serum specific IgE to superantigens in patients with AD.14 Specific IgE antibodies are of functional relevance because they can trigger a mediator release from sensitized basophils.15
We hypothesize that PTPN22 variants promote the generation of specific IgE to staphylococcal superantigens via T cell activation, which might play an important role in the pathogenesis of CU. To investigate the role of PTPN22 gene polymorphisms in CU and its association with specific IgE responses to staphylococcal superantigens, we genotyped 5 single nucleotide polymorphisms (SNPs) of the PTPN22 gene of CU patients and analyzed their associations with clinical characteristics.

MATERIALS AND METHODS

We enrolled 409 Korean CU patients and 388 normal healthy controls (NC) who had no history of urticaria symptoms in the present study from the Department of Allergy and Clinical Immunology, Ajou University Hospital, Suwon, Korea. Written informed consent was obtained from each subject, and approved by the institutional review board of Ajou University Hospital. Skinprick tests were performed with 55 common aeroallergens (Bencard, West Sussex, UK), and atopy was defined as 1 or more positive reactions to common inhalant allergens. Total IgE concentrations and serum specific IgE to staphylococcal superantigens, TSST-1, SEA, and SEB were measured using ImmunoCAP® (Thermo Scientific, Uppsala, Sweden) according to the manufacturer's instructions. Intradermal autologous serum skin tests (ASSTs) were performed following the method used by the EAACI/GA2LEN task force consensus report.16 A serum-induced wheal diameter greater than 1.5 mm of a control induced by saline at 30 minutes was accepted as positive. Serum specific IgG to thyroglobulin (TG) and thyroperoxidase (TPO) were detected by radioimmunoassay (BRAHMS Aktiengesellschaft, Hennigsdorf, Germany). Serum antinuclear antibodies (ANA) were measured by enzyme linked immunosorbent assay using commercially available kits (BL-Diagnostika GmbH, Mainz, Germany), according to the manufacturer's instructions.
Genomic DNA was isolated from the peripheral blood using PUREGENE® DNA purification kit (Gentra systems Inc., MN, USA). We selected five SNPs of the PTPN22 gene, one in promoter (-1123G>C), one in exon (1858C>T) and three in intron (13145A>G, 14943C>T and 20628A>G), based on previous reported studies and direct sequencing in the promoter region. Genotyping was performed by a primer extension method and the SNaPshot ddNTP primer extension kit (Applied Biosystems, Foster City, CA, USA). Table 1 lists the amplification and extension primers used for genotyping. Three haplotypes (ht) were constructed from the combination of the three gene variants, -1123G>C, 20628A>G and 13145A>G using Haploview 4.2.
Statistical analysis was performed using IBM SPSS Statistics version 20 for Windows (SPSS Inc., Chicago, IL, USA). A Chi-square test was used to detect a significant departure in genotype frequency from the Hardy-Weinberg equilibrium at each SNP. Differences in genotype and haplotype frequencies between the 2 groups were examined by logistic regression analysis in codominant, dominant, and recessive models after accounting for age and sex as covariables. Differences in the mean values of phenotypic characteristics between the 2 groups were compared by analysis with Chi-square test for categorical variables and independent t test for continuous variables. Statistical significance levels of all analyses were set at P<0.05.

RESULTS

The mean age was significantly higher in CU patients compared to normal control subjects (39.59±11.53 vs 29.64±9.70 years, P<0.001). CU patients exhibited a significantly higher atopy rate (48.8% vs 24.3%, P<0.001) and a higher serum total IgE level (265.82±436.33 vs 76.91±133.28 IU/mL, P<0.001) than normal control subjects. CU patients had a significantly higher prevalence of serum specific IgE to TSST-1 (26.7% vs 12.2%, P<0.001) and serum specific IgE to SEB (21.3% vs 6.3%, P<0.001) compared to normal control subjects (Table 2), while serum specific IgE to SEA tended to be higher in CU patients. The genotype and haplotype frequencies of all SNPs did not differ significantly between CU patients and normal control subjects based on logistic regression analysis (Table 3).
When clinical parameters were compared according to the genotype, CU patients with the GG homozygous genotype at 20628A>G exhibited a significantly higher prevalence of serum specific IgE to TSST-1 than those with the AA/AG genotype (45.5% vs 24.3%, P=0.035, Fig. A). In addition, the ht3 [GGG] carrier showed a significantly higher prevalence of serum specific IgE to TSST-1 compared to noncarriers in CU patients (47.1 vs 24.7%, P=0.047; Fig. B). Similarly, the CT/TT genotype at 14943C>T was associated with a significantly higher prevalence of serum specific IgE to SEA compared to the CC genotype (16.7% vs 6.6%, P=0.045; Fig. C). We analyzed PTPN22 SNPs in association with various autoantibodies, such as serum specific IgG to TG, serum specific IgG to TPO, and ANA in CU patients; however, no significant association was found. We also analyzed the prevalence of human leukocyte antigens (HLA) allele: DRB1*1302 and DQB1*0609 which were reported as significant HLA alleles associated with aspirin-intolerant CU according to PTPN22 gene polymorphism in CU patients but did not find significant relations between them (data not shown).17

DISCUSSION

PTPN22 polymorphism and staphylococcal superantigens have been independently associated with various chronic skin inflammatory diseases, including CU; however, their mutual role in the pathogenesis of CU has not been studied.5,18 Here, we attempted to find an association between these 2 factors in CU pathogenesis. We found significant associations of 2 intronic SNPs, 20628A>G and 14943C>T, with the prevalence of serum specific IgE against staphylococcal superantigens, TSST-1 and SEA, respectively in CU patients.
PTPN22 encodes for LYP, a protein tyrosine phosphatase, which is considered a powerful inhibitor of T-cell activation.19 Brzoza et al.5 recently reported that a promoter SNP, -1123G>C, was associated with CU susceptibility in a Polish population, which was not observed in the present study. The prevalence of C allele was higher than G allele in our study group, suggesting that ethnic differences might play important role in the polymorphism. The SNP 1858C>T is the most prevalent polymorphism in a European population and has been associated with various autoimmune diseases.20 However, no polymorphism was found in the present study subjects, which is consistent with previously published studies conducted in a Korean population.6
In various skin inflammatory diseases, including atopic dermatitis, superantigens are considered probable causative factors that elicit mast cell degranulation.21 We also previously demonstrated a high prevalence of serum specific IgE to staphylococcal superantigens in CU patients that indicated a role of staphylococcal superantigens in CU pathogenesis.18 The present study found that both 20628A>G and 14943C>T were associated with a higher prevalence of serum specific IgE to staphylococcal superantigens, indicating that superantigens and PTPN22 together can play important role in CU pathogenesis. To date, there has been no reported evidence of functional effect of the two intronic SNPs. Due to their location in the intron, these variants may not be functional but may be in allelic association with functional variants in a promoter or enhancer element of the PTPN22 gene that results in reduced PTPN22 gene expression. As PTPN22 regulate negative activation of T cells, diminished activity of PTPN22 results in hyperresponsiveness of T-cell promoting proinflammatory T-cell responses.22,23 Released cytokines from activated T cells can stimulate B cells to produce specific antibodies.24 In polymorphic PTPN22 whose activity is diminished, T cells might release higher levels of cytokines which can activate B cells more intensely and result in the increased production of specific IgE against staphylococcal superantigens from B cells.23 In vivo data have shown that mice lacking PEP(PTPN22 ortholog of mice) has increased effector/memory T-cell pool and germinal layers along with an increased serum IgE level.25 Consequently, the enhanced synthesis of serum specific IgE against superantigens due to polymorphic PTPN22 could activate dermal mast cells to release histamine. Jabara et al.26 demonstrated that TSST-1 can modulate the activity of T cells and augment the synthesis of IgE from B cells. The results suggest that PTPN22 gene polymorphism alters the activity of T cells and contributes to enhanced serum specific IgE responses against staphylococcal superantigens.
Leung et al.27 demonstrated that 57% of all atopic dermatitis patients have circulating IgE to staphylococcal enterotoxins, and these enterotoxins could degranulate basophils when coincubated, but not in response to enterotoxins that have no IgE response. Intracutaneous injection of SEB elicited mast cell degranulation in mice producing inflammatory responses but failed to produce a response in T cell deficient mice, indicating that both superantigens and T cells are required for mast cell degranulation.28 Activated T cells induce degranulation and cytokine production by human mast cells after cell-to-cell contact.29 Mast cells are usually not found in direct contact with T cells at inflammatory sites; consequently, IgE induction against staphylococcal superantigens by activated T cells might be the mechanism of mast cell degranulation. Additionally, staphylococcal superantigens and T cells together contribute in the synthesis of serum specific IgE to superantigens and PTPN22 gene polymorphism may enhance this process.
CU has a complex physiopathology that involves multiple inflammatory pathways.30 Autoantibodies are one of the prominent factors that cause CU; however, they are confined to a certain CU population.31,32 No association of various autoantibodies with PTPN22 in CU patients noted in the present study suggest that PTPN22 might not be involved in the autoimmune mechanism of CU in the Korean population. It was also found that PTPN22 gene polymorphism (1858C>T) was not associated with responses to ASST in Polish CU patients.33 The findings suggest that the PTPN22 gene polymorphism might not be involved in autoantibody mediated CU.
In conclusion, intronic polymorphisms of PTPN22 at 20628A>G and 14943C>T enhances serum specific IgE responses to TSST-1 and SEA respectively, which may contribute to CU pathogenesis. Further studies are required to understand molecular genetic mechanisms by which PTPN22 polymorphisms affect the production of serum specific IgE antibodies responses to staphylococcal superantigens.

Figures and Tables

Figure
Comparison of clinical parameters according to genotype and haplotype of the PTPN22 polymorphisms in CU patients. (A) Prevalence of serum specific IgE to TSST-1 according to the 20628A>G polymorphism. (B) Prevalence of serum specific IgE to TSST-1 according to the haplotype 3 [GGG]. (C) Prevalence of serum specific IgE to SEA according to the 14943C>T polymorphism.
aair-7-290-g001
Table 1
The amplifying and extension primers for SNP genotyping
aair-7-290-i001
Locus (SNP ID) Primers
-1123G>C Forward tcccagttttcttcaggatca
(rs2488457) Reverse ggagcacctgaccagacagt
Promoter Genotyping ttgtacccattgagaggttatgcaagct
13145A>G Forward tcccaaatcatcctccagaa
(rs1217418) Reverse tgattatgccactgcactcc
Intron 3 Genotyping gaacagaaattacacggggtgactaca
14943C>T Forward gtctaacccctttgggcttc
(rs11582409) Reverse tgttgccattctgagttgaca
Intron 5 Genotyping ctactttttcagactcccaggaagtct
20628A>G Forward ggctaggagaagggaagagc
(rs1217407) Reverse ctccagcctgggtaacagag
Intron 10 Genotyping tatgggtattctggggtaggttaaaag
1858C>T Forward gagtgcagtggcacaatcat
(rs2476601) Reverse ggatagcaactgctccaagg
Exon 14 Genotyping tcaaccacaataaatgattcaggtgtcc
Table 2
Clinical characteristics of the study subjects
aair-7-290-i002
CU (n=409) NC (n=388) P value
Age (year) 39.59±11.53 29.64±9.7 <0.001
Sex (male, %) 162/396 (40.9%) 167/351 (47.6%) 0.067
Atopy (positive/total) 177/363 (48.8%) 55/226 (24.3%) <0.001
Total IgE (IU/mL) 265.82±436.33 76.91±133.28 <0.001
ASST (positive/total) 35/49 (71.4%) NA NA
C3 (mg/dL) 118.62±25.92 NA NA
C4 (mg/dL) 28.94±9.79 NA NA
ANA (positive/total) 31/205 (15.10%) 23/118 (19.50%) 0.311
TG-specific IgG (positive/total) 42/200 (21.0%) 21/105 (20.0%) 0.838
TPO-specific IgG (positive/total) 27/202 (13.4%) 12/108 (11.10%) 0.568
TSST-1-specific IgE (positive/total) 51/191 (26.7%) 22/180 (12.2%) <0.001
SEA-specific IgE (positive/total) 16/160 (10.0%) 10/163 (6.1%) 0.202
SEB-specific IgE (positive/total) 34/160 (21.3%) 10/160 (6.3%) <0.001

P value was calculated using Chi-Square test for categorical variables and independent t-test for continuous variables.

ANA, anti-nuclear antibody; ASST, autologous serum skin test; C3, complement 3; C4, complement 4; NA, not assessable; SEA, staphylococcal enterotoxin A; SEB, staphylococcal enterotoxin B; TG, thyroglobulin; TPO, thyroperoxidase; TSST, toxic shock syndrome toxin.

Table 3
Genotype frequencies of PTPN22 polymorphism distributed in 2 study groups
aair-7-290-i003
Loci Genotype CU (n=409) NC (n=388) P value
-1123G>C (rs2488457) CC 175 (42.8%) 161 (41.5%) 0.354
CG 183 (44.7%) 186 (47.9%) 0.682
GG 51 (12.5%) 41 (10.6%) 0.231
13145A>G (rs1217418) AA 304 (74.3%) 293 (75.5%) 0.909
GA 97 (23.7%) 87 (22.4%) 0.834
GG 8 (2.0%) 8 (2.1%) 0.751
14943C>T (rs11582409) CC 276 (67.5%) 246 (63.4%) 0.468
CT 130 (31.8%) 141 (36.3%) 0.554
TT 3 (0.7%) 1 (0.3%) 0.307
20628A>G (rs1217407) AA 178 (43.5%) 168 (43.3%) 0.256
GA 182 (44.5%) 185 (47.7%) 0.207
GG 49 (12.0%) 35 (9.0%) 0.506

Each P value was calculated with co-dominant, dominant and recessive models. Logistic regression analysis was applied to control for age and sex as co-variables.

CU, chronic urticaria; NC, normal control; n, number of subjects.

ACKNOWLEDGMENTS

This research was supported by a grant from the Korea Health Technology R&D project through the Korea Health Industry Development Institute (KHIDI), funded by the Ministry of Health & Welfare, Republic of Korea (HI14C0065).

Notes

There are no financial or other issues that might lead to conflict of interest.

References

1. Kaplan AP. Treatment of chronic spontaneous urticaria. Allergy Asthma Immunol Res. 2012; 4:326–331.
2. Greaves M. Chronic urticaria. J Allergy Clin Immunol. 2000; 105:664–672.
3. Kaplan AP. Chronic urticaria: pathogenesis and treatment. J Allergy Clin Immunol. 2004; 114:465–474.
4. Losol P, Yoo HS, Park HS. Molecular genetic mechanisms of chronic urticaria. Allergy Asthma Immunol Res. 2014; 6:13–21.
5. Brzoza Z, Grzeszczak W, Rogala B, Trautsolt W, Moczulski D. PTPN22 polymorphism presumably plays a role in the genetic background of chronic spontaneous autoreactive urticaria. Dermatology. 2012; 224:340–345.
6. Kawasaki E, Awata T, Ikegami H, Kobayashi T, Maruyama T, Nakanishi K, et al. Systematic search for single nucleotide polymorphisms in a lymphoid tyrosine phosphatase gene (PTPN22): association between a promoter polymorphism and type 1 diabetes in Asian populations. Am J Med Genet A. 2006; 140:586–593.
7. Vang T, Miletic AV, Bottini N, Mustelin T. Protein tyrosine phosphatase PTPN22 in human autoimmunity. Autoimmunity. 2007; 40:453–461.
8. Hidvégi B, Nagy E, Szabó T, Temesvári E, Marschalkó M, Kárpáti S, et al. Correlation between T-cell and mast cell activity in patients with chronic urticaria. Int Arch Allergy Immunol. 2003; 132:177–182.
9. Losol P, Kim SH, Hwang EK, Shin YS, Park HS. IL-5 Promoter polymorphism enhances IgE responses to staphylococcal superantigens in adult asthmatics. Allergy Asthma Immunol Res. 2013; 5:106–109.
10. Tomi NS, Kränke B, Aberer E. Staphylococcal toxins in patients with psoriasis, atopic dermatitis, and erythroderma, and in healthy control subjects. J Am Acad Dermatol. 2005; 53:67–72.
11. Balci DD, Duran N, Ozer B, Gunesacar R, Onlen Y, Yenin JZ. High prevalence of Staphylococcus aureus cultivation and superantigen production in patients with psoriasis. Eur J Dermatol. 2009; 19:238–242.
12. Liu JN, Shin YS, Yoo HS, Nam YH, Jin HJ, Ye YM, et al. The prevalence of serum specific IgE to superantigens in asthma and allergic rhinitis patients. Allergy Asthma Immunol Res. 2014; 6:263–266.
13. Armerding D, van Reijsen FC, Hren A, Mudde GC. Induction of IgE and IgG1 in human B cell cultures with staphylococcal superantigens: role of helper T cell interaction, resistance to interferon-gamma. Immunobiology. 1993; 188:259–273.
14. Ong PY, Patel M, Ferdman RM, Dunaway T, Church JA. Association of staphylococcal superantigen-specific immunoglobulin e with mild and moderate atopic dermatitis. J Pediatr. 2008; 153:803–806.
15. Bunikowski R, Mielke M, Skarabis H, Herz U, Bergmann RL, Wahn U, et al. Prevalence and role of serum IgE antibodies to the Staphylococcus aureus-derived superantigens SEA and SEB in children with atopic dermatitis. J Allergy Clin Immunol. 1999; 103:119–124.
16. Zuberbier T, Asero R, Bindslev-Jensen C, Walter Canonica G, Church MK, Giménez-Arnau A, et al. EAACI/GA(2)LEN/EDF/WAO guideline: definition, classification and diagnosis of urticaria. Allergy. 2009; 64:1417–1426.
17. Kim SH, Choi JH, Lee KW, Kim SH, Shin ES, Oh HB, et al. The human leucocyte antigen-DRB1*1302-DQB1*0609-DPB1*0201 haplotype may be a strong genetic marker for aspirin-induced urticaria. Clin Exp Allergy. 2005; 35:339–344.
18. Ye YM, Hur GY, Park HJ, Kim SH, Kim HM, Park HS. Association of specific IgE to staphylococcal superantigens with the phenotype of chronic urticaria. J Korean Med Sci. 2008; 23:845–851.
19. Fousteri G, Liossis SN, Battaglia M. Roles of the protein tyrosine phosphatase PTPN22 in immunity and autoimmunity. Clin Immunol. 2013; 149:556–565.
20. Burn GL, Svensson L, Sanchez-Blanco C, Saini M, Cope AP. Why is PTPN22 a good candidate susceptibility gene for autoimmune disease? FEBS Lett. 2011; 585:3689–3698.
21. Taskapan MO, Kumar P. Role of staphylococcal superantigens in atopic dermatitis: from colonization to inflammation. Ann Allergy Asthma Immunol. 2000; 84:3–10.
22. Cerosaletti K, Buckner JH. Protein tyrosine phosphatases and type 1 diabetes: genetic and functional implications of PTPN2 and PTPN22. Rev Diabet Stud. 2012; 9:188–200.
23. Zhang J, Zahir N, Jiang Q, Miliotis H, Heyraud S, Meng X, et al. The autoimmune disease-associated PTPN22 variant promotes calpain-mediated Lyp/Pep degradation associated with lymphocyte and dendritic cell hyperresponsiveness. Nat Genet. 2011; 43:902–907.
24. Durrant DM, Metzger DW. Emerging roles of T helper subsets in the pathogenesis of asthma. Immunol Invest. 2010; 39:526–549.
25. Hasegawa K, Martin F, Huang G, Tumas D, Diehl L, Chan AC. PEST domain-enriched tyrosine phosphatase (PEP) regulation of effector/memory T cells. Science. 2004; 303:685–689.
26. Jabara HH, Geha RS. The superantigen toxic shock syndrome toxin-1 induces CD40 ligand expression and modulates IgE isotype switching. Int Immunol. 1996; 8:1503–1510.
27. Leung DY, Harbeck R, Bina P, Reiser RF, Yang E, Norris DA, et al. Presence of IgE antibodies to staphylococcal exotoxins on the skin of patients with atopic dermatitis. Evidence for a new group of allergens. J Clin Invest. 1993; 92:1374–1380.
28. Saloga J, Leung DY, Reardon C, Giorno RC, Born W, Gelfand EW. Cutaneous exposure to the superantigen staphylococcal enterotoxin B elicits a T-cell-dependent inflammatory response. J Invest Dermatol. 1996; 106:982–988.
29. Bhattacharyya SP, Drucker I, Reshef T, Kirshenbaum AS, Metcalfe DD, Mekori YA. Activated T lymphocytes induce degranulation and cytokine production by human mast cells following cell-to-cell contact. J Leukoc Biol. 1998; 63:337–341.
30. Chang KL, Yang YH, Yu HH, Lee JH, Wang LC, Chiang BL. Analysis of serum total IgE, specific IgE and eosinophils in children with acute and chronic urticaria. J Microbiol Immunol Infect. 2013; 46:53–58.
31. Goh CL, Tan KT. Chronic autoimmune urticaria: where we stand? Indian J Dermatol. 2009; 54:269–274.
32. Godse KV. Chronic urticaria and treatment options. Indian J Dermatol. 2009; 54:310–312.
33. Brzoza Z, Grzeszczak W, Trautsolt W, Moczulski D. Protein tyrosine phosphatase-22 (PTPN-22) polymorphism in the pathogenesis of chronic urticaria. Allergy. 2011; 66:1392–1393.
TOOLS
ORCID iDs

Hae-Sim Park
https://orcid.org/http://orcid.org/0000-0003-2614-0303

Similar articles