1.Minimal improvement in coronary artery disease risk prediction in Chinese population using polygenic risk scores: evidence from the China Kadoorie Biobank.
Songchun YANG ; Dong SUN ; Zhijia SUN ; Canqing YU ; Yu GUO ; Jiahui SI ; Dianjianyi SUN ; Yuanjie PANG ; Pei PEI ; Ling YANG ; Iona Y MILLWOOD ; Robin G WALTERS ; Yiping CHEN ; Huaidong DU ; Zengchang PANG ; Dan SCHMIDT ; Rebecca STEVENS ; Robert CLARKE ; Junshi CHEN ; Zhengming CHEN ; Jun LV ; Liming LI
Chinese Medical Journal 2023;136(20):2476-2483
BACKGROUND:
Several studies have reported that polygenic risk scores (PRSs) can enhance risk prediction of coronary artery disease (CAD) in European populations. However, research on this topic is far from sufficient in non-European countries, including China. We aimed to evaluate the potential of PRS for predicting CAD for primary prevention in the Chinese population.
METHODS:
Participants with genome-wide genotypic data from the China Kadoorie Biobank were divided into training ( n = 28,490) and testing sets ( n = 72,150). Ten previously developed PRSs were evaluated, and new ones were developed using clumping and thresholding or LDpred method. The PRS showing the strongest association with CAD in the training set was selected to further evaluate its effects on improving the traditional CAD risk-prediction model in the testing set. Genetic risk was computed by summing the product of the weights and allele dosages across genome-wide single-nucleotide polymorphisms. Prediction of the 10-year first CAD events was assessed using hazard ratios (HRs) and measures of model discrimination, calibration, and net reclassification improvement (NRI). Hard CAD (nonfatal I21-I23 and fatal I20-I25) and soft CAD (all fatal or nonfatal I20-I25) were analyzed separately.
RESULTS:
In the testing set, 1214 hard and 7201 soft CAD cases were documented during a mean follow-up of 11.2 years. The HR per standard deviation of the optimal PRS was 1.26 (95% CI:1.19-1.33) for hard CAD. Based on a traditional CAD risk prediction model containing only non-laboratory-based information, the addition of PRS for hard CAD increased Harrell's C index by 0.001 (-0.001 to 0.003) in women and 0.003 (0.001 to 0.005) in men. Among the different high-risk thresholds ranging from 1% to 10%, the highest categorical NRI was 3.2% (95% CI: 0.4-6.0%) at a high-risk threshold of 10.0% in women. The association of the PRS with soft CAD was much weaker than with hard CAD, leading to minimal or no improvement in the soft CAD model.
CONCLUSIONS
In this Chinese population sample, the current PRSs minimally changed risk discrimination and offered little improvement in risk stratification for soft CAD. Therefore, this may not be suitable for promoting genetic screening in the general Chinese population to improve CAD risk prediction.
Male
;
Humans
;
Female
;
Coronary Artery Disease/genetics*
;
Biological Specimen Banks
;
East Asian People
;
Risk Assessment/methods*
;
Genetic Predisposition to Disease/genetics*
;
Risk Factors
;
Genome-Wide Association Study
3.Research progress on genetic variants of PDE4D and susceptibility to stroke in Chinese population.
Guiying ZHANG ; Xinrui YU ; Xuelei TANG ; Qifu LI ; Rong LIN
Chinese Journal of Medical Genetics 2023;40(12):1570-1574
The pathogenesis of stroke is complex, with genetic risk factors as one of the main factors. The genetic variants of phosphodiesterase 4D (PDE4D) was significantly associated with the susceptibility to ischemic stroke (IS) in Caucasian population, but its association with the susceptibility to stroke in Chinese population is unclear. This article is intended to review the research on the association between PDE4D genetic variants and stroke susceptibility in Chinese population, aiming to further optimize the relevant research programs and provide reference for the prevention and treatment of stroke in China.
Humans
;
Brain Ischemia/genetics*
;
Genetic Predisposition to Disease
;
East Asian People
;
Cyclic Nucleotide Phosphodiesterases, Type 4/genetics*
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Stroke/genetics*
;
Polymorphism, Single Nucleotide
;
Risk Factors
4.Association between HLA-DRB1 gene polymorphisms and genetic susceptibility of early-onset severe preeclampsia.
Chun-Chi LAI ; Lu-Lu ZHANG ; Meng-Ya SUN ; Jun-Fang SUN ; Hong JIANG
Chinese Journal of Contemporary Pediatrics 2023;25(10):1022-1027
OBJECTIVES:
To explore the correlation between the single nucleotide polymorphisms (SNP) of rs3135388, rs114293611 and rs142804168 of HLA-DRB1 gene and early-onset severe preeclampsia (sPE).
METHODS:
Blood samples were collected from 102 early-onset sPE mothers and their neonates (sPE group), as well as 120 normotensive mothers and their neonates (control group). Sanger sequencing was performed to compare the genotype distribution, allele frequencies, and differences in genotype distribution after maternal-infant compatibility between the two groups.
RESULTS:
Statistically significant differences in genotype distribution at rs114293611 of HLA-DRB1 gene were observed between sPE and control groups in both mothers and neonates (P<0.05). The frequency of the T allele at rs114293611 was higher in the sPE group of neonates than that in the control group (P<0.05), while no significant difference was found between the two groups of mothers (P>0.05). The maternal-infant genotype compatibility analysis showed significant differences in genotype distribution between sPE and control groups (P<0.05). There were no significant differences in genotype distribution and allele frequencies at rs3135388 and rs142804168 of HLA-DRB1 gene between the two groups of mothers and neonates (P>0.05).
CONCLUSIONS
The SNP at rs114293611 of HLA-DRB1 gene may be associated with the development of early-onset sPE in mothers. Maternal-infant genotype compatibility abnormality at rs114293611 of HLA-DRB1 gene may be a predisposition factor for the development of sPE.
Female
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Pregnancy
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Infant, Newborn
;
Humans
;
Genetic Predisposition to Disease
;
HLA-DRB1 Chains/genetics*
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Pre-Eclampsia/genetics*
;
Gene Frequency
;
Genotype
;
Polymorphism, Single Nucleotide
;
Alleles
5.Association between gut microbiome and intracerebral hemorrhage based on genome-wide association study data.
Dihui LIN ; Xinpeng LIU ; Qi LI ; Jiabi QIN ; Zhendong XIONG ; Xinrui WU
Journal of Central South University(Medical Sciences) 2023;48(8):1176-1184
OBJECTIVES:
Intracerebral hemorrhage (ICH) has the highest mortality and disability rates among various subtypes of stroke. Previous studies have shown that the gut microbiome (GM) is closely related to the risk factors and pathological basis of ICH. This study aims to explore the causal effect of GM on ICH and the potential mechanisms.
METHODS:
Genome wide association study (GWAS) data on GM and ICH were obtained from Microbiome Genome and International Stroke Genetics Consortium. Based on the GWAS data, we first performed Mendelian randomization (MR) analysis to evaluate the causal association between GM and ICH. Then, a conditional false discovery rate (cFDR) method was conducted to identify the pleiotropic variants.
RESULTS:
MR analysis showed that Pasteurellales, Pasteurellaceae, and Haemophilus were negatively correlated with the risk of ICH, whileVerrucomicrobiae, Verrucomicrobiales, Verrucomicrobiaceae, Akkermansia, Holdemanella, and LachnospiraceaeUCG010 were positively correlated with ICH. By applying the cFDR method, 3 pleiotropic loci (rs331083, rs4315115, and rs12553325) were found to be associated with both GM and ICH.
CONCLUSIONS
There is a causal association and pleiotropic variants between GM and ICH.
Humans
;
Genome-Wide Association Study
;
Gastrointestinal Microbiome/genetics*
;
Genetic Predisposition to Disease
;
Cerebral Hemorrhage/genetics*
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Stroke
6.Identification of de novo Mutations in the Chinese Autism Spectrum Disorder Cohort via Whole-Exome Sequencing Unveils Brain Regions Implicated in Autism.
Bo YUAN ; Mengdi WANG ; Xinran WU ; Peipei CHENG ; Ran ZHANG ; Ran ZHANG ; Shunying YU ; Jie ZHANG ; Yasong DU ; Xiaoqun WANG ; Zilong QIU
Neuroscience Bulletin 2023;39(10):1469-1480
Autism spectrum disorder (ASD) is a highly heritable neurodevelopmental disorder characterized by deficits in social interactions and repetitive behaviors. Although hundreds of ASD risk genes, implicated in synaptic formation and transcriptional regulation, have been identified through human genetic studies, the East Asian ASD cohorts are still under-represented in genome-wide genetic studies. Here, we applied whole-exome sequencing to 369 ASD trios including probands and unaffected parents of Chinese origin. Using a joint-calling analytical pipeline based on GATK toolkits, we identified numerous de novo mutations including 55 high-impact variants and 165 moderate-impact variants, as well as de novo copy number variations containing known ASD-related genes. Importantly, combined with single-cell sequencing data from the developing human brain, we found that the expression of genes with de novo mutations was specifically enriched in the pre-, post-central gyrus (PRC, PC) and banks of the superior temporal (BST) regions in the human brain. By further analyzing the brain imaging data with ASD and healthy controls, we found that the gray volume of the right BST in ASD patients was significantly decreased compared to healthy controls, suggesting the potential structural deficits associated with ASD. Finally, we found a decrease in the seed-based functional connectivity between BST/PC/PRC and sensory areas, the insula, as well as the frontal lobes in ASD patients. This work indicated that combinatorial analysis with genome-wide screening, single-cell sequencing, and brain imaging data reveal the brain regions contributing to the etiology of ASD.
Humans
;
Autism Spectrum Disorder/metabolism*
;
Autistic Disorder
;
Exome Sequencing
;
DNA Copy Number Variations
;
East Asian People
;
Brain/metabolism*
;
Mutation/genetics*
;
Genetic Predisposition to Disease/genetics*
7.A case of juvenile arthritis associated with LACC1 gene variation.
Ying ZHANG ; Li Na SUN ; De Yue YUAN ; Li Ping SONG ; Lin ZHANG ; Ya Ping ZHANG
Chinese Journal of Pediatrics 2023;61(11):1048-1050
8.Progress in research of risk prediction of non-syndromic oral clefts using genetic information.
Si Yue WANG ; He Xiang PENG ; En Ci XUE ; Xi CHEN ; Xue Heng WANG ; Meng FAN ; Meng Ying WANG ; Nan LI ; Jing LI ; Zhi Bo ZHOU ; Hong Ping ZHU ; Yong Hua HU ; Tong WU
Chinese Journal of Epidemiology 2023;44(3):504-510
Non-syndromic oral cleft (NSOC), a common birth defect, remains to be a critical public health problem in China. In the context of adjustment of childbearing policy for two times in China and the increase of pregnancy at older childbearing age, NSOC risk prediction will provide evidence for high-risk population identification and prenatal counseling. Genome-wide association study and second generation sequencing have identified multiple loci associated with NSOC, facilitating the development of genetic risk prediction of NSOC. Despite the marked progress, risk prediction models of NSOC still faces multiple challenges. This paper summarizes the recent progress in research of NSOC risk prediction models based on the results of extensive literature retrieval to provide some insights for the model development regarding research design, variable selection, model-build strategy and evaluation methods.
Humans
;
Cleft Palate/genetics*
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Cleft Lip/genetics*
;
Genome-Wide Association Study
;
Genetic Predisposition to Disease
;
Risk Factors
;
Polymorphism, Single Nucleotide
10.Study of the association of lncRNA-GAS5 gene polymorphisms with systemic lupus erythematosus in Guangxi population.
Yulan LU ; Yan LAN ; Huatuo HUANG ; Yanxin HUANG ; Yuxia WEI ; Chunfang WANG ; Chunhong LIU
Chinese Journal of Medical Genetics 2023;40(1):114-120
OBJECTIVE:
To assess the association of rs55829688 and rs75315904 polymorphisms of the lncRNA-GAS5 gene with susceptibility to systemic lupus erythematosus (SLE) in Guangxi population.
METHODS:
Peripheral venous blood samples were collected from the SLE group and control group. Following extraction of genomic DNA, SNPscan and Sanger sequencing were carried out to determine the genotypes for the rs55829688 and rs75315904 loci of the lncRNA-GAS5 gene.
RESULTS:
No difference was found between the two groups with regard to the genotypic frequencies for rs55829688 and rs75315904 (P > 0.05). However, the frequencies of C allele of rs55829688 between the two groups was significantly different (P < 0.05). In the SLE group, the frequencies of C allele and CT+CC genotype for rs55829688 among SLE patients with nephritis were significantly lower than those of SLE patients without nephritis (P < 0.05). In addition, haplotype analysis showed that the frequency of rs55829688 C/rs75315904 A allele in the SLE group was lower than that of the control group (P < 0.05).
CONCLUSION
In Guangxi population, the carrier status of rs55829688 C allele of the lncRNA-GAS5 gene may reduce the risk of SLE and its complicated nephritis, and the rs55829688 C/rs75315904 A haplotype may reduce the risk for SLE.
Humans
;
Case-Control Studies
;
China/epidemiology*
;
Gene Frequency
;
Genetic Predisposition to Disease
;
Genotype
;
Lupus Erythematosus, Systemic/genetics*
;
Nephritis
;
Polymorphism, Single Nucleotide
;
RNA, Long Noncoding/genetics*

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