Literature DB >> 24699044

Interleukin-6 receptor rs7529229 T/C polymorphism is associated with left main coronary artery disease phenotype in a Chinese population.

Feng He1, Xiao Teng2, Haiyong Gu3, Hanning Liu4, Zhou Zhou5, Yan Zhao6, Shengshou Hu7, Zhe Zheng8.   

Abstract

Left main coronary artery disease (LMCAD) is a particular severe phenotype of coronary artery disease (CAD) and heritability. Interleukin (IL) may play important roles in the pathogenesis of CAD. Although several single nucleotide polymorphisms (SNPs) identified in IL related genes have been evaluated for their roles in inflammatory diseases and CAD predisposition, the investigations between genetic variants and CAD phenotype are limited. We hypothesized that some of these gene SNPs may contribute to LMCAD phenotype susceptibility compared with more peripheral coronary artery disease (MPCAD). In a hospital-based case-only study, we studied IL-1A rs1800587 C/T, IL-1B rs16944 G/A, IL-6 rs1800796 C/G, IL-6R rs7529229 T/C, IL-8 rs4073 T/A, IL-10 rs1800872 A/C, and IL-10 rs1800896 A/G SNPs in 402 LMCAD patients and 804 MPCAD patients in a Chinese population. Genotyping was done using matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) and ligation detection reaction (LDR) method. When the IL-6R rs7529229 TT homozygote genotype was used as the reference group, the CC or TC/CC genotypes were associated with the increased risk for LMCAD (CC vs. TT, adjusted odds ratio(OR)=1.46, 95% confidence interval (CI)=1.02-2.11, p=0.042; CC+TC vs. TT, adjusted OR=1.31, 95% CI=1.02-1.69, p=0.037). None of the other six SNPs achieved any significant differences between LMCAD and MPCAD. The present study suggests that IL-6R rs7529229 T/C functional SNP may contribute to the risk of LMCAD in a Chinese population. However, our results were limited. Validation by a larger study from a more diverse ethnic population is needed.

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Year:  2014        PMID: 24699044      PMCID: PMC4013585          DOI: 10.3390/ijms15045623

Source DB:  PubMed          Journal:  Int J Mol Sci        ISSN: 1422-0067            Impact factor:   5.923


Introduction

Coronary artery disease (CAD) is the leading cause of mortality and morbidity in many countries including China [1,2]. Multifaceted phenotypes of CAD (number of involved vessels, location of lesions, severity of diameter narrowing, and morphology of lesions) have different mechanisms. Left main coronary artery disease (LMCAD) is a particular severe phenotype of CAD because it is associated with higher risk of fatal cardiovascular events [3]. Thus, any information in detecting the asymptomatic relatives of these patients can be useful for primary prevention. LMCAD was heritability and frequently shared by siblings with CAD [4]. Fischer et al. [5] reported a stronger genetic component in LMCAD phenotype. However, Kolovou et al. [6] found no significant difference in cholesteryl ester transfer protein (CETP) allele frequency or genotype distribution among LMCAD and more peripheral coronary artery disease (MPCAD) patients. Thus, more investigations are needed in detecting association between genetic variants and CAD phenotype. Inflammation is important in the initiation, progression, and clinical outcome of CAD [7,8]. Interleukin (IL) plays a key role in the inflammatory response, immune regulation and development of CAD. IL-1 family (including IL-1A, IL-1B et al.) plays a major role in inflammation by affecting antigen recognition patterns and lymphocyte function [9]. IL-6 is a multi-functional cytokine involved in various contradictory processes, a high circulating concentration of IL-6 is associated with increased risk of CAD [10]. IL-6 binds to IL-6R and then activates an intracellular signaling cascade leading to the inflammatory response [11]. IL-8 plays a key role in the development of atherosclerotic plaques [12]. IL-10 has anti-inflammatory and immunosuppressive effects by decreasing the production of pro-inflammatory mediators, exerts important protective effects on atherosclerotic lesion development [13]. Recently, a link between CAD genetic susceptibility and the response to inflammatory signaling has been established [8,14]. Growing evidence for heritability of pro-inflammatory state suggests that individual genetic background also modulate the development of CAD and its magnitude [15,16]. Despite well-described associations between inflammatory-related genetic variation and susceptibility to CAD, there is a paucity of data regarding to the phenotype of CAD. The identification of novel genetic variants for use in assessing early risk of LMCAD have potentially important clinical implications, such as identifying high-risk individuals and adapting therapeutic management to the individual’s genetic make-up. Single nucleotide polymorphisms (SNPs) strongly influence the plasma levels and biological activity of the corresponding proteins. On the basis of the biological and pathologic significance of IL, we performed a genetic association study on the SNPs of IL-1A, IL-1B, IL-6, IL-6R, IL-8 and IL-10. The objective of this investigation was to evaluate the association between IL SNPs and LMCAD susceptibility compare with MPCAD in a hospital-based case-only study. We performed genotyping and analyses for the seven SNPs in a cohort of 1206 CAD patients (402 LMCAD patients and 804 MPCAD patients) in a Chinese population.

Results and Discussion

Characteristics of the Study Population

The demographic and clinical characteristics of all subjects are summarized in Table 1. Among 1206 DNA samples, the seven SNPs were successful ranging from 98.59% to 99.92% (Table 2). The mean age for LMCAD patients (62.24 ± 8.66) is significantly higher than for MPCAD patients (60.14 ± 8.96), p < 0.001 (Table 1). There are no significant difference for sex and mean body mass index (BMI), family history of CAD, previous smoker, hypertension, hyperlipidemia, diabetes mellitus, mean ejection fraction, circumflex branch of left coronary artery system, right coronary artery system, off-pump coronary artery bypass grafting (OPCAB) or conventional coronary artery bypass grafting (cCABG) for LMCAD patients and MPCAD patients (Table 1). LMCAD patients are more likely to have three disease territories than MPCAD patients (93.3% vs. 87.7%, p = 0.003) (Table 1).
Table 1.

Patient Demographics and Risk Factors with coronary artery disease (CAD) (Left main coronary artery disease (LMCAD) and more peripheral coronary artery disease (MPCAD)).

VariableLMCAD b (n = 402)MPCAD c (n = 804)p-ValueAll CAD (n = 1206)
Mean age, y62.24 (±8.66)60.14 (±8.96)<0.00160.84 (±8.91)
Woman, %67 (16.7)170 (21.1)0.065237 (19.7)
Mean BMI a, kg/m225.55 (±3.16)25.75 (±3.13)0.29925.68 (±3.14)
Family history of CAD, %21 (5.2)32 (4.0)0.32353 (4.4)
Previous smoker, %211 (52.5)422 (52.5)1.000633 (52.5)
Hypertension, %261 (64.9)530 (65.9)0.732791 (65.6)
Hyperlipidemia, %275 (68.4)573 (71.3)0.290848 (70.4)
Diabetes mellitus, %125 (31.1)271 (33.7)0.363396 (32.8)
Mean ejection fraction, %60.25 (±7.96)59.55 (±8.76)0.17759.78 (±8.50)
Disease territories, %
1–227 (6.7)99 (12.3)0.003126 (10.4)
3375 (93.3)705 (87.7)0.0031080 (89.6)
LMCAD, %402 (100)0 (0)402 (33.3)
Anterior descending artery system, %386 (96.0)793 (98.6)0.0041179 (97.8)
Circumflex branch of left coronary artery system, %373 (92.8)744 (92.5)0.8761117 (92.6)
Right coronary artery system, %374 (93.0)751 (93.4)0.8071125 (93.3)
OPCAB/cCABG d209/193438/3660.414647/559

BMI: body mass index;

LMCAD: left main coronary artery disease;

MPCAD: more peripheral coronary artery disease;

Bold values are statistically significant (p < 0.05);

OPCAB: off-pump coronary artery bypass grafting; cCABG: conventional coronary artery bypass grafting.

Table 2.

Primary information for seven genotyped single nucleotide polymorphisms (SNPs).

Genotyped SNPsChr aRegulome DB Score bTFBS cSplicing (ESE or ESS)LocationMAF d for Chinese in Database% Genotyping Value
IL-1A: rs1800587 C/T25YY5′ UTR0.07399.92
IL-1B: rs16944 G/A21fY5′ near gene0.45399.83
IL-6: rs1800796 C/G74YncRNA0.23399.75
IL-6R: rs7529229 T/C12bintron0.44298.59
IL-8: rs4073 T/A42bY5′ near gene0.38998.84
IL-10: rs1800872 A/C15Y5′ near gene0.23899.83
IL-10: rs1800896 A/G16Y5′ near gene0.05999.83

Chr, chromosome;

http://www.regulomedb.org/;

TFBS: Transcription Factor Binding Site;

MAF: minor allele frequency.

Associations between the Seven SNPs and Risk of LMCAD and MPCAD

The genotype frequencies of the IL-6R rs7529229 T/C polymorphism were 34.1% (TT), 49.0% (TC) and 16.9% (CC) in LMCAD patients, and 40.4% (TT), 45.9% (TC) and 13.7% (CC) in MPCAD patients (p = 0.027) (Table 3). When the IL-6R rs7529229 TT homozygote genotype was used as the reference group, the CC genotype was associated with the increased risk for LMCAD (CC vs. TT, adjusted OR = 1.46, 95% CI = 1.02–2.11, p = 0.042). The TC genotype was not associated with the risk for LMCAD (TC vs. TT, adjusted OR = 1.26, 95% CI = 0.97–1.65, p = 0.088). In the dominant model, when the IL-6R rs7529229 TT genotype was used as the reference group, the TC/CC genotypes were associated with the increased risk for LMCAD (TC/CC vs. TT, adjusted OR = 1.31, 95% CI = 1.02–1.69, p = 0.037). The polymorphism was not associated with the risk for LMCAD in recessive genetic models (CC vs. TT/TC, adjusted OR = 1.29, 95% CI = 0.92–1.79, p = 0.140).
Table 3.

Main effects of SNPs on LMCAD risk.

Genotyped SNPsGenotyping (AA/AB/BB) aAB vs. AABB vs. AABB vs. (AA + AB)(BB + AB) vs. AAp Trend
LMCAD (n = 402)MPCAD (n = 804)Adjusted OR (95% CI); p-ValueAdjusted OR (95% CI); p-ValueAdjusted OR (95% CI); p-ValueAdjusted OR (95% CI); p-Value
IL-1A: rs1800587 C/T331/67/3645/145/140.91 (0.66–1.26); 0.5700.42 (0.12–1.42); 0.1750.43 (0.12–1.50); 0.1830.87 (0.64–1.19); 0.3740.314
IL-1B: rs16944 G/A104/203/95212/397/1931.04 (0.78–1.39); 0.7941.01 (0.72–1.42); 0.9740.98 (0.74–1.30); 0.8901.03 (0.78–1.35); 0.8410.948
IL-6: rs1800796 C/G182/174/46358/348/950.97 (0.75–1.25); 0.7970.96 (0.65–1.43); 0.8560.98 (0.67–1.43); 0.9160.97 (0.76–1.23); 0.7820.970
IL-6R: rs7529229 T/C135/194/67320/364/1091.26 (0.97–1.65); 0.0881.46 (1.02–2.11); 0.0421.29 (0.92–1.79); 0.1401.31 (1.02–1.69); 0.0370.080
IL-8: rs4073 T/A127/198/71280/375/1411.18 (0.90–1.56); 0.2261.14 (0.80–1.62); 0.4821.03 (0.75–1.41); 0.8621.17 (0.91–1.52); 0.2310.545
IL-10: rs1800872 A/C155/197/49336/371/961.15 (0.89–1.49); 0.2771.08 (0.73–1.60); 0.7161.00 (0.69–1.44); 0.9821.14 (0.89–1.46); 0.3050.558
IL-10: rs1800896 A/G330/69/2639/154/100.86 (0.63–1.18); 0.3500.38 (0.08–1.76); 0.2170.39 (0.09–1.81); 0.2300.83 (0.61–1.13); 0.2420.316

AA/AB/BB means homozygote, heterozygote and mutated homozygote;

Bold values are statistically significant (p < 0.05); Adjusted for age and sex.

None of the other six polymorphisms achieved a significant difference in the genotype distributions between cases and controls. The six polymorphisms were not associated with the risk for LMCAD/MPCAD both in homozygote comparison, heterogeneity comparison, dominant genetic model and recessive genetic models (Table 3).

Experimental Section

Ethical Approval of the Study Protocol

The study protocol was approved by the Review Board of Peking Union Medical College (Beijing, China). We have complied with the World Medical Association Declaration of Helsinki regarding ethical conduct of research involving human subjects and/or animals. All patients provided written informed consent to be involved in the study.

Study Subjects

This study involved 1206 patients with CAD for the purpose undergoing coronary artery bypass grafting (CABG). Patients were consecutively recruited from the Cardiovascular Institute and Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College (Beijing, China) between December 2007 and December 2008. All patients were diagnosed using angiography which was scored systematically by an experienced interventional cardiologist. CAD patients were defined as having angiographic coronary stenosis of at least 50% lumen reduction. LMCAD was defined as at least 50% stenosis by visual assessment in the left main (LM) vessel, including ostial stenosis. While lesions compromising the lumen by ≥50% further from LM were defined as MPCAD [6,17]. All subjects were genetically unrelated ethnic Han Chinese. All data were collected by trained clinical research staff and were subsequently double entered into computer databases. Baseline information on personal and clinical characteristics was complete for all 1206 patients involved in the study.

Candidate Genes and SNPs Selection

Six candidate genes (IL-1A, IL-1B, IL-6, IL-6R, IL-8 and IL-10) involved in the pathogenesis of inflammation and CAD were selected a priori based on previous transcription profiling in humans, pathway analysis, association studies reported in the literature, and expert opinion [18,19]. Seven typical SNPs, IL-1A rs1800587 C/T, IL-1B rs16944 G/A, IL-6 rs1800796 C/G, IL-6R rs7529229 T/C, IL-8 rs4073 T/A, IL-10 rs1800872 A/C, and IL-10 rs1800896 A/G, were subsequently selected in these candidate genes, based on function importance [20,21].

Isolation of DNA and Genotyping by Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry (MALDI-TOF MS) and Ligation Detection Reaction (LDR)

Blood samples were collected using vacutainers and transferred to test tubes containing ethylenediamine tetra-acetic acid (EDTA). Genomic DNA was isolated from the lymphocytes of whole blood samples using the Wizard Genomic DNA Purification Kit (Promega, Madison, WI, USA). For quality control, all sample DNAs were conducted polymerase chain reaction (PCR), analyzed on a 3% agarose gel and visualized by ethidium bromide staining. IL-1A rs1800587 C/T, IL-1B rs16944 G/A, IL-6 rs1800796 C/G, IL-10 rs1800872 A/C and IL-10 rs1800896 A/G genotyping was done by MALDI-TOF MS support from CapitalBio Corporation (Beijing, China), using the MassARRAY system (Sequenom, San Diego, CA, USA) as previously described [22]. LMCAD and MPCAD at a proportion of ≈1:2 were assayed. Completed genotyping reactions were spotted onto a 384-well spectroCHIP (Sequenom) using a MassARRAY Nanodispenser (Sequenom), and analyzed by MALDI-TOF-MS (Sequenom, San Diego, CA, USA). Genotype calling was done in real time with MassARRAY RT software (version 3.1; Sequenom), and analyzed using MassARRAY Typer software (version 4.0; Sequenom). For IL-6R rs7529229 T/C and IL-8 rs4073 T/A, genotyping study was performed using the LDR method [23,24], with technical support from Shanghai Biowing Applied Biotechnology Company (Shanghai, China).

Statistical Analyses

Differences in demographics, variables, and genotypes of the seven SNPs were evaluated using a chi-squared test. The associations between the seven SNPs and risk of CAD phenotype were estimated by computing odds ratios (ORs) and 95% confidence intervals (CIs) using logistic regression analyses, and by using crude ORs and adjusted ORs. Statistical differences with p < 0.05 were considered significant, and all statistical analyses were done with SAS software (version 9.1.3; SAS Institute, Cary, NC, USA).

Conclusions

In this study, we found that the IL-6R rs7529229 T/C polymorphism may increase the risk of LMCAD compared with MPCAD. The CC genotype is associated with higher risk of LMCAD phenotype. None of the other six polymorphisms showed any overall predisposition to LMCAD phenotype susceptibility. To the best of our knowledge, this study provides the first evidence linking variation in the IL-6R gene and LMCAD phenotype risk in a Chinese population. This finding is supported by studies displaying a higher heritability of LMCAD. Capodanno et al. [25] investigated the epidemiology and the clinical impact of different anatomical phenotypes of the LM coronary artery, and Iwasaki et al. [26] investigated the distribution of coronary atherosclerosis in patients with CAD. Their findings suggested that LM phenotypes are more likely to present with atherosclerotic disease and significant stenosis and are particularly heritable [25,26]. Our results showed that IL-6R rs7529229 CC genotype as well as C allele was more prevalent in the LMCAD group than in the MPCAD control group. IL-6R rs7529229 T/C polymorphism was associated with increased risk of LMCAD, which may lead to LMCAD by enhancing inflammation. However, it was not found to be statistically significant in other six candidate gene variants. IL-6 is an important pleiotropic cytokine that has a broad range of humoral and cellular immune properties relating to inflammation, tissue injury and contributes to the clinical evolution of CAD [27]. IL-6 exerts its biological activities through the IL-6R. The IL-6R gene is located on human chromosome 1q21, a region that previous studies have reported to be linked to metabolic syndrome, type 2 diabetes and atrial fibrillation [28-30]. The human IL-6R gene is highly polymorphic and there is considerable variation in its expression between individuals. A number of SNPs have been reported and genetic variants in IL-6R gene are associated with several different kinds of diseases, including CAD [31]. IL-6R rs7529229, in which the polymorphism is localized to a functional domain of the receptor protein, is a T/C variation in the IL-6R gene (intronic) on human chromosome 1. In 40 studies including up to 133449 individuals, mendelian randomization analyses revealed that IL-6R rs7529229 T/C marking a non-synonymous IL-6R variant (rs8192284; p.Asp358Ala), was associated with increased circulating log IL-6 concentration as well as reduced C-reactive protein and fibrinogen concentrations [32]. This suggests that IL-6R rs7529229 variant is strongly associated with CAD and cardiovascular events. In our study, Using Power and Sample Size Calculation (PS, version 3.0, 2009), considering IL-6R rs7529229 T/C mutant alleles in the LMCAD group, OR, LMCAD samples and MPCAD samples, the power of our analysis (α = 0.05) was 0.857 in 396 LMCAD cases and 793 MPCAD cases with adjusted OR = 1.46. This suggests that SNP of IL-6R gene seems to also have a causal role in development of LMCAD. Thus, the findings indicate that IL-6R rs7529229 polymorphism may have potential importance in screening individuals at high risk for developing LMCAD, and targeting of IL-6R could provide a novel therapeutic approach for the prevention of LMCAD. Several limitations of the present study need to be addressed. First, this was a hospital-based study; selection bias was unavoidable; Second, the polymorphisms we investigated, based on their functional considerations, may not offer a comprehensive view of the genetic variability. Further fine-mapping analysis of IL genes or high-density whole genome genetic analyses evaluating different CAD phenotypes might give further insights to the pathophysiologic mechanisms underlying LMCAD; Third, a single case–case study is not sufficient to fully interpret the relationship between IL-6R rs7529229 T/C polymorphism and susceptibility to LMCAD because of the relatively small number of patients with LMCAD. Replication studies with larger numbers of subjects are necessary to confirm our findings; Finally, we did not evaluate plasma IL-6 levels and the function of IL-6R rs7529229 T/C, which restricted our analyses. Despite the limitations, the present study provided strong evidence that IL-6R rs7529229 T/C functional polymorphism may contribute to the risk of LMCAD. However, our results were obtained from a moderate-sized sample, and therefore this is a preliminary conclusion. Validation by a larger study from a more diverse ethnic population is needed to confirm these findings.
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Journal:  Lancet       Date:  2012-03-14       Impact factor: 79.321

10.  Interleukin-6 receptor pathways in coronary heart disease: a collaborative meta-analysis of 82 studies.

Authors:  Nadeem Sarwar; Adam S Butterworth; Daniel F Freitag; John Gregson; Peter Willeit; Donal N Gorman; Pei Gao; Danish Saleheen; Augusto Rendon; Christopher P Nelson; Peter S Braund; Alistair S Hall; Daniel I Chasman; Anne Tybjærg-Hansen; John C Chambers; Emelia J Benjamin; Paul W Franks; Robert Clarke; Arthur A M Wilde; Mieke D Trip; Maristella Steri; Jacqueline C M Witteman; Lu Qi; C Ellen van der Schoot; Ulf de Faire; Jeanette Erdmann; Heather M Stringham; Wolfgang Koenig; Daniel J Rader; David Melzer; David Reich; Bruce M Psaty; Marcus E Kleber; Demosthenes B Panagiotakos; Johann Willeit; Patrik Wennberg; Mark Woodward; Svetlana Adamovic; Eric B Rimm; Tom W Meade; Richard F Gillum; Jonathan A Shaffer; Albert Hofman; Altan Onat; Johan Sundström; Sylvia Wassertheil-Smoller; Dan Mellström; John Gallacher; Mary Cushman; Russell P Tracy; Jussi Kauhanen; Magnus Karlsson; Jukka T Salonen; Lars Wilhelmsen; Philippe Amouyel; Bernard Cantin; Lyle G Best; Yoav Ben-Shlomo; JoAnn E Manson; George Davey-Smith; Paul I W de Bakker; Christopher J O'Donnell; James F Wilson; Anthony G Wilson; Themistocles L Assimes; John-Olov Jansson; Claes Ohlsson; Åsa Tivesten; Östen Ljunggren; Muredach P Reilly; Anders Hamsten; Erik Ingelsson; Francois Cambien; Joseph Hung; G Neil Thomas; Michael Boehnke; Heribert Schunkert; Folkert W Asselbergs; John J P Kastelein; Vilmundur Gudnason; Veikko Salomaa; Tamara B Harris; Jaspal S Kooner; Kristine H Allin; Børge G Nordestgaard; Jemma C Hopewell; Alison H Goodall; Paul M Ridker; Hilma Hólm; Hugh Watkins; Willem H Ouwehand; Nilesh J Samani; Stephen Kaptoge; Emanuele Di Angelantonio; Olivier Harari; John Danesh
Journal:  Lancet       Date:  2012-03-14       Impact factor: 79.321

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  7 in total

1.  Study on the association between IL-1β, IL-8 and IL-10 gene polymorphisms and risk of coronary artery disease.

Authors:  Baojun Ren; Qiang She
Journal:  Int J Clin Exp Med       Date:  2015-05-15

2.  A Variant in COX-2 Gene Is Associated with Left Main Coronary Artery Disease and Clinical Outcomes of Coronary Artery Bypass Grafting.

Authors:  Hanning Liu; Zhengxi Xu; Cheng Sun; Dachuan Gu; Xiao Teng; Yan Zhao; Zhe Zheng
Journal:  Biomed Res Int       Date:  2017-01-18       Impact factor: 3.411

3.  Association between interleukin-6/6R gene polymorphisms and coronary artery disease in Russian population: influence of interleukin-6/6R gene polymorphisms on inflammatory markers.

Authors:  Vadim Mitrokhin; Alexey Nikitin; Olga Brovkina; Dmitry Khodyrev; Alexander Zotov; Nikita Vachrushev; Dmitry Dragunov; Andrey Shim; Mitko Mladenov; Andre Kamkin
Journal:  J Inflamm Res       Date:  2017-10-03

4.  Human Plasma Metabolomics Implicates Modified 9-cis-Retinoic Acid in the Phenotype of Left Main Artery Lesions in Acute ST-Segment Elevated Myocardial Infarction.

Authors:  Lei Huang; Lei Zhang; Tong Li; Ying-Wu Liu; Yu Wang; Bo-Jiang Liu
Journal:  Sci Rep       Date:  2018-08-28       Impact factor: 4.379

5.  Association of six CpG-SNPs in the inflammation-related genes with coronary heart disease.

Authors:  Xiaomin Chen; Xiaoying Chen; Yan Xu; William Yang; Nan Wu; Huadan Ye; Jack Y Yang; Qingxiao Hong; Yanfei Xin; Mary Qu Yang; Youping Deng; Shiwei Duan
Journal:  Hum Genomics       Date:  2016-07-25       Impact factor: 4.639

6.  Uncovering Potential lncRNAs and mRNAs in the Progression From Acute Myocardial Infarction to Myocardial Fibrosis to Heart Failure.

Authors:  Shuo Wang; Enmao Wang; Qincong Chen; Yan Yang; Lei Xu; Xiaolei Zhang; Rubing Wu; Xitian Hu; Zhihong Wu
Journal:  Front Cardiovasc Med       Date:  2021-07-16

7.  Polymorphisms and Gene-Gene Interaction in AGER/IL6 Pathway Might Be Associated with Diabetic Ischemic Heart Disease.

Authors:  Kuo Liu; Yunyi Xie; Qian Zhao; Wenjuan Peng; Chunyue Guo; Jie Zhang; Ling Zhang
Journal:  J Pers Med       Date:  2022-03-04
  7 in total

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