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Submitted: 13 Feb 2023
Revised: 02 Jul 2023
Accepted: 29 Jul 2023
First published online: 23 Sep 2023
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J Cardiovasc Thorac Res. 15(3):168-173. doi: 10.34172/jcvtr.2023.31742

Original Article

Polymorphism of rs599839 in the PSRC1 gene is associated with coronary artery disease in an Iranian population

Golnaz Houshmand 1, *ORCID logo, Mohammad Javad Alemzadeh-Ansari 2, *ORCID logo, Saeideh Mazloumzadeh 1ORCID logo, Niloofar Naderi 3, Maryam Pourirahim 3, Katayoun Heshmatzad 1, Majid Maleki 3, Samira Kalayinia 3, *ORCID logo
1Rajaie Cardiovascular Medical and Research Center, Iran University of Medical Sciences, Tehran, Iran
2Cardiovascular Intervention Research Center, Rajaie Cardiovascular Medical and Research Center, Iran University of Medical Sciences, Tehran, Iran
3Cardiogenetic Research Center, Rajaie Cardiovascular Medical and Research Center, Iran University of Medical Sciences, Tehran, Iran
*Corresponding Author: Samira Kalayinia, Email: samira.kalayi@yahoo.com #Both authors contributed equally to this work.

Abstract

Introduction:

Coronary artery disease (CAD) is the leading health complication worldwide because of its high prevalence and mortality. The association between CAD susceptibility and the rs599839 (C/T) polymorphism in the human proline and serine-rich coiled-coil (PSRC1) was reported in a genome-wide association study. To validate this association, we performed this case-control study to genotype the 1p13.3 (rs599839) locus in a sample of the Iranian population with CAD (stenosis≥70% in≥1 coronary artery).

Methods:

We performed an association analysis with PCR and Sanger sequencing of rs599839 (C/T) polymorphism and CAD risk in 280 CAD patients and 287 healthy controls defined as a coronary calcium score of zero and no noncalcified plaques in coronary computed tomography angiography. SPSS, version 16.0, was applied for statistical analysis.

Results:

The rs599839 (C/T) locus showed a significant association with CAD (P value<0.001). TT and CT genotypes were associated with CAD (P value<0.001). Furthermore, the dominant status (TT+CT vs. CC) was associated with an increased risk of CAD (OR, 9.14; 95% CI, 3.77 to 22.15; and P value<0.001).

Conclusion:

The study findings indicate strong evidence for rs599839 (C/T) association with CAD risk.

Keywords: Coronary artery disease, PSRC1, Case-control study, Polymorphism, Risk factor

Copyright

© 2023 The Author(s)
This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.


Introduction

Coronary artery disease (CAD) is the principal cause of death the world over. Although environmental factors, including hypertension, hypercholesterolemia, smoking, and diabetes mellitus, affect the development of CAD,1 genetic factors constitute one of the major agents in its pathogenesis, accounting for about 50% of patients.2 In the last decade, genome-wide association studies (GWASs) have determined some potential loci for CAD.3-5 Nonetheless, the reported associations require validation by sizable studies on the role of CAD-related loci.6 The proline and serine-rich coiled-coil (PSRC1) gene participates in processes that change plasmatic cholesterol and blood lipid levels, increasing susceptibility to cardiovascular disease.

The Wellcome Trust Case Control Consortium (WTCCC) study on 1926 patients and 2938 controls reported strong associations between the chromosome 1p13.3 (rs599839) locus in PSRC1 (NM_032636.7) and CAD (OR for the common risk allele, rs599839 (T), 1.29; 95% CI, 1.18 to 1.40; and adjusted P value = 0.0006).7 Another study performed an association analysis of rs599839 and CAD risk on 11550 patients and 11205 controls from 9 European studies and confirmed this polymorphism association (OR, 1.13; 95% CI, 1.08 to 1.19; and P value = 1.44 × 10−7).8

We conducted the present study to evaluate the association between the rs599839 (C/T) polymorphism and CAD in a sample of the Iranian population.


Materials and Methods

Study Population, Consent to Participate, and Ethics Approval

The population of the present case-control study consisted of 567 unrelated Iranian individuals: 280 CAD patients (214 men and 66 women) and 287 controls (162 men and 125 women) referred to Rajaie Cardiovascular Medical and Research Center, Iran University of Medical Sciences, Tehran, Iran, between June 2020 and December 2021, because either they had exhibited symptoms or they needed a regular medical checkup.

All the study participants were younger than 65 years and had laboratory tests, including triglyceride, high-density lipoprotein, total cholesterol, low-density lipoprotein, fasting blood sugar, hemoglobin A1C, blood urea nitrogen, creatinine, and hemoglobin; echocardiography (left ventricular ejection fraction); angiography; computed tomography angiography; and physical examinations, including systolic and diastolic blood pressure and heart rate.

In the present study, CAD was defined as stenosis ≥ 70% in one or more coronary arteries; risk factors, including a family history of CAD, smoking, hypertension (systolic blood pressure ≥ 130 mm Hg or diastolic blood pressure ≥ 90 mm Hg), dyslipidemia (total cholesterol ≥ 6.22 mmol/l), diabetes mellitus (fasting blood sugar ≥ 11.1 mmol/l or hemoglobin A1c ≥ 6.5%), and addiction; symptoms, including typical or atypical chest pain and dyspnea; prior percutaneous coronary interventions; prior coronary artery bypass grafting; stent placement; chronic kidney disease; and chronic obstructive pulmonary disease.

The control group was composed of individuals with no history of cerebrovascular, peripheral, and congenital heart disease and no atherosclerotic plaques, defined as an Agatston coronary calcium score of zero, and no noncalcified plaques in coronary computed tomography angiography with a dual-source computed tomography scanner (the SOMATOM Force).

A questionnaire containing information about the participants was completed. Blood samples were taken from the entire study population in compliance with the Declaration of Helsinki. Ethical approval was obtained from the Ethics Committees of Rajaie Cardiovascular Medical and Research Center, Iran University of Medical Sciences, Tehran, Iran (IR.RHC.REC.1399.021). Informed consent was obtained for study participation.

Sampling, DNA Extraction, and Allelic Differentiation

Fasting peripheral blood samples were collected for biochemical, lipid, platelet, and homocyte evaluation. DNA was extracted from 2 mL of EDTA blood samples via the salting-out method with the DNSol Midi kit (Roche: Product No. 50072012). White blood cells were separated after the lysis of red blood cells and subjected to lysis with special ionic detergents. Contaminants, such as protein, were precipitated via the salting-out method. DNA was precipitated using absolute ethanol or isopropanol before being washed with 70% ethanol to remove salts and perform rehydration with a freshly made rehydration buffer. The quality and quantity of the extracted DNA were checked via agarose gel electrophoresis on a NanoDrop (Thermo Fisher Scientific, U.S.A.).

The c.1002 + 10C > T in PSRC1 (rs599839) was selected for the current study and evaluated using polymerase chain reaction (PCR) and Sanger sequencing.

Primers were designed with Primer3, version 4.1.0 (https://primer3.ut.ee/): forward 5-TGGGGTGGATTAGGATTGAGC-3′ and reverse 5′-GCCTGTCCTTGTCTAATGCCA-3′. PCR was performed on a SimpliAmp Thermal Cycler (Thermo Fisher Scientific) with 100 ng of DNA, 1.5 mmol/L of MgCl2, 200 mmol/L of dNTP, 10 pmol/L of the primers, and 1 U of Taq DNA polymerase (Amplicon, U.K.). Incubation was performed at 95 °C for 5 minutes and 35 amplification cycles (30 seconds at 95 °C, 30 seconds at 62 °C, and 30 seconds at 72 °C). The PCR products were analyzed via agarose gel (2%) electrophoresis and sequenced on an ABI Sequencer 3500XL PE (Applied Biosystems) using the same primer sets. The sequences were analyzed with CodonCode Aligner, version 7.1.2 ().

jcvtr-15-168-g001
Figure 1. The partial chromatograms indicate CC (A), TT (B), and CT (C) genotypes

Statistical Analysis

The Kolmogorov-Smirnov test was used to evaluate the distribution of variables. Values were expressed as mean ± standard deviation and numbers (percentages), as appropriate. Comparisons were performed using the independent t-test or ANOVA for normally distributed variables, the Mann-Whitney or Kruskal-Wallis test for non-normally distributed variables, and the chi-square or Fisher exact test for categorical variables. Logistic regression models were applied to determine the association between the rs599839 (C/T) polymorphism and CAD.

P values < 0.05 were considered significant. All the analyses were performed using SPSS, version 16.0 (SPSS Inc., Chicago, IL., U.S.A.).


Results

Characteristics of the CAD and control groups

We analyzed 280 CAD patients (mean age = 55 years) and 287 controls (mean age = 39 years). Table 1 compares clinical characteristics between the CAD and control groups. The proportions of male gender, smoking, dyslipidemia, hypertension, and diabetes were higher in the CAD group than in the control group (all P values < 0.05). The mean values of age, height, systolic and diastolic blood pressure, heart rate, and left ventricular ejection fraction differed between the two groups (all P values < 0.05).

Table 1. Characteristics of the CAD and control groups
Characteristic CAD (n=280) Control (n=287) P value
Age55.43 ± 6.5939.42 ± 6.99 <0.001
Male, n (%)214 (76.4)162 (56.4) <0.001
Height (cm)168.30 ± 9.44171.25 ± 9.70 <0.001
Weight (kg)80.45 ± 13.6082.07 ± 15.490.196
BMI (kg/h2)28.43 ± 4.4427.91 ± 4.330.168
Smoking, n (%)113 (40.5)45 (15.9) <0.001
FH of CAD127 (45.7)131 (46.3)0.885
Dyslipidemia131 (47.1)41 (14.5) <0.001
Hypertension, n (%)166 (59.5)55 (19.4) <0.001
Diabetes, n (%)107 (38.4)18 (6.4) <0.001
Addiction19 (7.0)5 (1.8) 0.002
Typical CP, n (%)231 (82.8)85 (30.0) <0.001
Atypical CP, n (%)84 (30.8)101 (35.7)0.218
Dyspnea, n (%)123 (44.4)114 (40.3)0.324
Prior PCI, n (%)96 (34.4)0 (0.0) <0.001
Prior CABG, n (%)24 (8.6)0 (0.0) <0.001
CKD, n (%)2 (0.7)1 (0.4)0.621
COPD, n (%)2 (0.7)1 (0.4)0.621
SBP, mm Hg126.22 ± 17.54125.25 ± 15.570.495
DBP, mm Hg78.63 ± 10.1580.65 ± 13.04 0.042
HR76.91 ± 7.0979.96 ± 9.28 <0.001
LVEF, (%)46.65 ± 9.0954.86 ± 5.24 <0.001

CAD, coronary artery disease; FH, family history; CP, chest pain; PCI, percutaneous coronary intervention; CABG, coronary artery bypass grafting; CKD, chronic kidney disease; COPD, chronic obstructive pulmonary disease; SBP, systolic blood pressure; DBP, diastolic blood pressure; HR, heart rate; LVEF, left ventricular ejection fraction

Compared with the control group: the numbers shown in bold are statistically significant at P values < 0.05

Distribution of the rs599839 (C/T) polymorphism genotypes of the PSRC1 gene in the CAD and control groups

The rs599839 (C/T) polymorphism of PSRC1 was genotyped in the CAD and control groups. Table 2 displays the distribution of genotypes in the two groups. The proportions of CT and TT genotypes were higher in the CAD group than in the control group (P value < 0.001). The proportions of both dominant (TT + CT vs. CC) and recessive (CC + CT vs. TT) rs599839 polymorphisms were higher in the case group (P value < 0.001 for both) (Table 2). The proportions of participants with the T allele in the CAD and control groups were 84.8% and 37.6%, respectively, and those of participants with the C allele were 15.2% and 62.4%, respectively (P value < 0.001). The association between the rs599839 (C/T) of PSRC1 and CAD risk factors was evaluated. Table 3 reveals that the proportions of the TT genotype in individuals with smoking, hypertension, diabetes, and dyslipidemia were 66.5%, 64.7%, 69.6%, and 68.6%, respectively.

Table 2. Genotype and allele frequencies in the CAD and control groups
Polymorphism Status CAD (n=280), n (%) Control (n=287), n (%) P value OR (95% CI)
rs599839GenotypesCC22 (7.9)165 (57.5) <0.001 1.00
CT41 (14.6)28 (9.8)10.98 (5.74 to 21.14)
TT217 (77.5)94 (32.8)17.31 (10.43 to 28.73)
RecessiveTT217 (77.5)94 (32.8) <0.001 1.00
CC + CT63 (22.5)206 (67.2)5.86 (9.68 to 26.00)
DominantCC22 (7.9)165 (57.5) <0.001 1.00
TT + CT258 (92.1)122 (42.5)7.07 (4.87 to 10.27)

CAD, coronary artery disease

The numbers shown in bold are statistically significant at P values < 0.05 for the genotype and allele frequencies of the polymorphism

Table 3. The CAD-associated risk factors among rs599839 different genotypes
Parameter CC genotype (n=187) CT genotype (n=69) TT genotype (n=311) t/x2 P value
Smoking32 (20.3)21 (13.3)105 (66.5)15.914 <0.001
Hypertension, n (%)48 (21.7)30 (13.6)143 (64.7)20.274 <0.001
Diabetes, n (%)19 (15.2)19 (15.2) 87 (69.6)22.472 <0.001
Dyslipidemia29 (16.9)25 (14.5)118 (68.6)28.703 <0.001

CAD, coronary artery disease; FH, family history

The numbers shown in bold are statistically significant at P values < 0.05

CAD risk factors

To determine whether the rs599839 polymorphisms of the PSRC1 gene were independent parameters for CAD, we adjusted confounding risk factors, such as age, sex, body mass index, smoking, dyslipidemia, diabetes, and hypertension (Table 4). The dominant model (TT + CT vs. CC) of rs599839 presented a remarkable independent association with CAD (OR, 9.14; 95% CI, 3.77 to 22.15; and P value < 0.001).

Table 4. The regression analysis of the CAD and control groups
Risk factor OR 95% CI Wald P value
rs599839 (TT + CT vs. CC)9.143.77 to 22.1523.993 <0.001
Age 1.331.25 to 1.4273.351 <0.001
Sex (male)3.981.51 to 10.497.785 0.005
BMI1.070.97 to 1.171.8300.176
Smoking2.621.05 to 6.534.266 0.039
Dyslipidemia1.840.76 to 4.451.8460.174
Diabetes, n (%)11.473.42 to 38.4215.646 <0.001
Hypertension, n (%)2.271.01 to 5.113.956 0.047

Adjusted for age, sex, BMI, smoking, dyslipidemia, diabetes, and hypertension.

CAD, coronary artery disease; OR, odds ratio; CI, confidence interval

The numbers shown in bold are statistically significant at P values < 0.05


Discussion

To the best of our knowledge, our study is the first investigation of rs599839 C > T in the Iranian population, while the literature features a few studies on the association between this polymorphism and CAD around the world. We also defined our healthy population meticulously by using coronary computed tomography angiography to select individuals with no coronary atherosclerotic plaques, a criterion not used in similar studies.

In modern cardiology, the use of high-end coronary computed tomography angiography assists cardiologists in detecting atherosclerotic plaques earlier and modifying further management for prognostic benefits.

The association detected in the present study was also indicated in 10 other studies, namely those by including Samani et al,8 Samani et al,9 Ronald et al,10 Xu et al,11 Zhou et al12 Rodríguez-Arellano et al13 Angelakopoulou et al14 Ellis et al,15 Lee et al,16 and Yan et al.17 For the first time, in 2008, Huang et al18 reported an association between the rs599839 polymorphism and low-density lipoprotein and premature CAD in 615 Chinese Han individuals. Recently, Rodríguez-Arellano et al13 showed that rs599839 was significantly associated with CAD (additive OR, 0.72 and P value = 0.009; dominant OR, 0.66 and P value = 0.007) in a sample of 907 Mexican individuals (394 CAD cases and 513 controls). Many studies have identified an association between rs599839 (T) and higher low-density lipoprotein levels.19-22 Wallace et al19 reported that the T allele was associated with a 6% increase in non-fasting serum low-density lipoprotein in over 4000 Caucasian Europeans. Therefore, the CAD-associated locus of the PSRC1 gene probably increases CAD risk by impacting the low-density lipoprotein level. A GWAS of the Framingham Heart Study (FHS) data indicated an association between rs599839 (T) and serum total cholesterol and high-density lipoprotein levels.23 Prior investigations have also determined an association between rs599839 and triglyceride metabolism.21,24 Such evidence supports the role of the rs599839 polymorphism in cholesterol metabolism and CAD risk.

Our results also demonstrated associations between rs599839 and smoking, hypertension, diabetes, and dyslipidemia, which might denote the impact of rs599839 on CAD. Qin J et al25 concluded that the G allele of rs599839 was a protective factor against diabetic peripheral artery disease. The same result concerning the protective effect of rs599839 (G) was observed against dyslipidemia and cardiovascular diseases.26 Several studies have stated that the sequence variant on 1p13.3, a rare G allele of rs599839, is associated with aortic aneurysm independently.27,28 Nevertheless, CAD risk may result only from the T allele of the rs599839 polymorphism, and the G allele may have a protective impact.

The results of the current study should be interpreted in light of its limitations. Firstly, the study population was small, and a large cohort should be surveyed to identify the association between the rs599839 polymorphism and CAD. However, we selected the case and control groups thoroughly. Indeed, our control group was selected from individuals with no atherosclerotic plaques in coronary computed tomography angiography. Secondly, we lacked information regarding the levels of risk factors in most of the control group.

Further clinical and basic research is required to identify the specific effects of rs599839 on CAD and the mechanisms involved.


Conclusion

The results of the present case-control study showed that the T allele of the rs599839 polymorphism was associated with CAD. An association was also found between rs599839 and diabetes and hypertension. Additionally, the results indicated a significant association between the PSRC1 gene and CAD. Therefore, the rs599839 polymorphism in the PSRC1 gene might be a suitable target for CAD treatment and its risk factor alleviation.


Acknowledgments

The authors wish to acknowledge the kind collaboration of Mrs. Pantea Vaght Mobaraki for blood sampling. This research was funded by the Cardiogenetics Research Center, Rajaie Cardiovascular Medical and Research Center, Tehran, Iran.


Competing Interests

The authors declare that they have no competing interests.


Ethical Approval

The study protocol was approved by the Ethics Committee of Rajaie Cardiovascular Medical and Research Center, Iran University of Medical Sciences, Tehran, Iran (IR.RHC.REC.1399.021). Informed consent was obtained for study participation.


Funding

The authors received no specific funding for this research.


References

  1. Molecular genetics of coronary artery disease. Curr Opin Cardiol 2005; 20(3):182-8. doi: 10.1097/01.hco.0000160373.77190.f1 [Crossref]
  2. Genes and coronary artery disease: where are we?. J Am Coll Cardiol 2012; 60(18):1715-21. doi: 10.1016/j.jacc.2011.12.062 [Crossref]
  3. Functional SNPs in the lymphotoxin-alpha gene that are associated with susceptibility to myocardial infarction. Nat Genet 2002; 32(4):650-4. doi: 10.1038/ng1047 [Crossref]
  4. Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls. Nature 2007; 447(7145):661-78. doi: 10.1038/nature05911 [Crossref]
  5. A common variant on chromosome 9p21 affects the risk of myocardial infarction. Science 2007; 316(5830):1491-3. doi: 10.1126/science.1142842 [Crossref]
  6. Is there any association between the MEF2A gene changes and coronary artery disease?. Acta Med Iran 2020; 58(8):366-75. doi: 10.18502/acta.v58i8.4584 [Crossref]
  7. Genomewide association analysis of coronary artery disease. N Engl J Med 2007; 357(5):443-53. doi: 10.1056/NEJMoa072366 [Crossref]
  8. Large scale association analysis of novel genetic loci for coronary artery disease. Arterioscler Thromb Vasc Biol 2009; 29(5):774-80. doi: 10.1161/atvbaha.108.181388 [Crossref]
  9. The novel genetic variant predisposing to coronary artery disease in the region of the PSRC1 and CELSR2 genes on chromosome 1 associates with serum cholesterol. J Mol Med (Berl) 2008; 86(11):1233-41. doi: 10.1007/s00109-008-0387-2 [Crossref]
  10. Analysis of recently identified dyslipidemia alleles reveals two loci that contribute to risk for carotid artery disease. Lipids Health Dis 2009; 8:52. doi: 10.1186/1476-511x-8-52 [Crossref]
  11. An association study between genetic polymorphisms related to lipoprotein-associated phospholipase A2 and coronary heart disease. Exp Ther Med 2013; 5(3):742-50. doi: 10.3892/etm.2013.911 [Crossref]
  12. Association of variants in CELSR2-PSRC1-SORT1 with risk of serum lipid traits, coronary artery disease and ischemic stroke. Int J Clin Exp Pathol 2015; 8(8):9543-51.
  13. Association of the PSRC1 rs599839 variant with coronary artery disease in a Mexican population. Medicina (Kaunas) 2020; 56(9):427. doi: 10.3390/medicina56090427 [Crossref]
  14. Comparative analysis of genome-wide association studies signals for lipids, diabetes, and coronary heart disease: Cardiovascular Biomarker Genetics Collaboration. Eur Heart J 2012; 33(3):393-407. doi: 10.1093/eurheartj/ehr225 [Crossref]
  15. Genomic risk variants at 1p133, 1q41, and 3q223 are associated with subsequent cardiovascular outcomes in healthy controls and in established coronary artery disease. Circ Cardiovasc Genet 2011; 4(6):636-46. doi: 10.1161/circgenetics.111.960336 [Crossref]
  16. A genome-wide association study of a coronary artery disease risk variant. J Hum Genet 2013; 58(3):120-6. doi: 10.1038/jhg.2012.124 [Crossref]
  17. Evaluation of population impact of candidate polymorphisms for coronary heart disease in the Framingham Heart Study Offspring Cohort. BMC Proc 2009; 3(Suppl 7):S118. doi: 10.1186/1753-6561-3-s7-s118 [Crossref]
  18. Huang H, Pan L, Zhang L, Chen Y, Zeng Z. [Association of single nucleotide polymorphism rs599839 on chromosome 1p13.3 with premature coronary heart disease in a Chinese Han population]. Zhonghua Yi Xue Yi Chuan Xue Za Zhi 2008;25(6):686-9. [Chinese].
  19. Genome-wide association study identifies genes for biomarkers of cardiovascular disease: serum urate and dyslipidemia. Am J Hum Genet 2008; 82(1):139-49. doi: 10.1016/j.ajhg.2007.11.001 [Crossref]
  20. Significant impact of chromosomal locus 1p133 on serum LDL cholesterol and on angiographically characterized coronary atherosclerosis. Atherosclerosis 2009; 206(2):494-9. doi: 10.1016/j.atherosclerosis.2009.02.040 [Crossref]
  21. Large scale replication analysis of loci associated with lipid concentrations in a Japanese population. J Med Genet 2009; 46(6):370-4. doi: 10.1136/jmg.2008.064063 [Crossref]
  22. Genetic variation at chromosome 1p133 affects sortilin mRNA expression, cellular LDL-uptake and serum LDL levels which translates to the risk of coronary artery disease. Atherosclerosis 2010; 208(1):183-9. doi: 10.1016/j.atherosclerosis.2009.06.034 [Crossref]
  23. Genome-wide association analysis of total cholesterol and high-density lipoprotein cholesterol levels using the Framingham heart study data. BMC Med Genet 2010; 11:55. doi: 10.1186/1471-2350-11-55 [Crossref]
  24. Association of the single nucleotide polymorphism rs599839 in the vicinity of the sortilin 1 gene with LDL and triglyceride metabolism, coronary heart disease and myocardial infarction The Ludwigshafen Risk and Cardiovascular Health Study. Atherosclerosis 2010; 209(2):492-7. doi: 10.1016/j.atherosclerosis.2009.09.068 [Crossref]
  25. Association between 1p13 polymorphisms and peripheral arterial disease in a Chinese population with diabetes. J Diabetes Investig 2018; 9(5):1189-95. doi: 10.1111/jdi.12804 [Crossref]
  26. The rs599839 A > G variant disentangles cardiovascular risk and hepatocellular carcinoma in NAFLD patients. Cancers (Basel) 2021; 13(8):1783. doi: 10.3390/cancers13081783 [Crossref]
  27. A sequence variant associated with sortilin-1 (SORT1) on 1p133 is independently associated with abdominal aortic aneurysm. Hum Mol Genet 2013; 22(14):2941-7. doi: 10.1093/hmg/ddt141 [Crossref]
  28. Abdominal aortic aneurysm genetic associations: mostly false? A systematic review and meta-analysis. Eur J Vasc Endovasc Surg 2016; 51(1):64-75. doi: 10.1016/j.ejvs.2015.09.006 [Crossref]