1.Trans-ethnic Mendelian randomization study of systemic lupus erythematosus and common female hormone-dependent malignancies.
Tingting ZHU ; Yantao DING ; Xiaoli XU ; Liyin ZHANG ; Xuejun ZHANG ; Yong CUI ; Lu LIU
Chinese Medical Journal 2023;136(21):2609-2620
BACKGROUND:
Observational research has reported that systemic lupus erythematosus (SLE) is related to common female hormone-dependent cancers, but the underlying causal effect remains undefined. This study aimed to explore the causal association of these conditions by Mendelian randomization (MR) analysis.
METHODS:
We selected instrumental variables for SLE from genome-wide association studies (GWASs) conducted in European and East Asian populations. The genetic variants for female malignant neoplasms were obtained from corresponding ancestry GWASs. We utilized inverse variance weighted (IVW) as the primary analysis, followed by sensitivity analysis. Furthermore, we conducted multivariable MR (MVMR) to estimate direct effects by adjusting for the body mass index and estradiol. Finally, we implemented reverse direction MR analysis and gave a negative example to test the reliability of MR results.
RESULTS:
We found SLE was significantly negatively associated with overall endometrial cancer risk (odds ratio [OR] = 0.961, 95% confidence interval [CI] = 0.935-0.987, P = 3.57E-03) and moderately inversely related to endometrioid endometrial cancer (ENEC) (OR = 0.965, 95% CI = 0.936-0.995, P = 0.024) risk in the European population by IVW. We replicated these results using other MR models and detected a direct effect by MVMR (overall endometrial cancer, OR = 0.962, 95% CI = 0.941-0.983, P = 5.11E-04; ENEC, OR = 0.964, 95% CI = 0.940-0.989, P = 0.005). Moreover, we revealed that SLE was correlated with decreased breast cancer risk (OR = 0.951, 95% CI = 0.918-0.986, P = 0.006) in the East Asian population by IVW, and the effect was still significant in MVMR (OR = 0.934, 95% CI = 0.859-0.976, P = 0.002). The statistical powers of positive MR results were all >0.9.
CONCLUSION
This finding suggests a possible causal effect of SLE on the risk of overall endometrial cancer and breast cancer in European and East Asian populations, respectively, by MR analysis, which compensates for inherent limitations of observational research.
Female
;
Humans
;
Genome-Wide Association Study
;
Mendelian Randomization Analysis
;
Neoplasms, Hormone-Dependent
;
Reproducibility of Results
;
Endometrial Neoplasms
;
Lupus Erythematosus, Systemic/genetics*
;
Carcinoma, Endometrioid
;
Breast Neoplasms
;
Polymorphism, Single Nucleotide
3.Neutrophil extracellular trap increase the risk of sepsis: a two-sample, one-way Mendelian randomization study.
Jian WANG ; Yan ZHANG ; Lu CHENG ; Yanxia GENG ; Jun LU ; Jiang ZHOU
Chinese Critical Care Medicine 2023;35(10):1045-1052
OBJECTIVE:
To investigate the causal relationship between neutrophil extracellular trap (NET) and sepsis based on Mendelian randomization analysis.
METHODS:
The genome wide association study (GWAS) dataset for the NET biomarker myeloperoxidase (MPO)-DNA complex based on Donkel et al. 's Rotterdam study (RS) and GWAS dataset for identifying sepsis from the UK biobank were selected to screen single nucleotide polymorphisms (SNPS) associated with MPO-DNA complex as instrumental variable (IV) for genetic variation, using MPO-DNA complex as exposure factor. Potential causal associations between MPO-DNA complex and the risk of occurrence of sepsis, 28-day death from sepsis, need for intensive care due to sepsis, and 28-day death from sepsis requiring intensive care were analyzed using a two-sample, one-way Mendelian randomization analysis primary analysis method of inverse analysis of variance (IVW). Potential pleiotropy was assessed using the MR Egger regression intercept test. Sensitivity analysis was performed using the "leave one out" test.
RESULTS:
The GWAS data were obtained from a European population of both sexes, and the screening criteria was based on the three main assumptions of Mendelian randomization, resulting in 22 SNP entering the Mendelian randomization analysis. The results of the Mendelian randomization causal association effect analysis using the IVW method showed that for every standard deviation increase in the level of the MPO-DNA complex, the risk of sepsis increased by approximately 18% [odds ratio (OR) = 1.18, 95% confidence interval (95%CI) was 1.07-1.29, P < 0.001], the risk of 28-day death from sepsis increased by approximately 51% (OR = 1.51, 95%CI was 1.27-1.81, P < 0.001), an increase of approximately 38% in the risk of occurrence of needing intensive care due to sepsis (OR = 1.38, 95%CI was 1.12-1.70, P = 0.002), and an increase of approximately 125% in the risk of 28-day death from sepsis requiring intensive care (OR = 2.25, 95%CI was 1.21-4.18, P = 0.01). MR Egger regression intercept test suggested that there was no horizontal pleiotropy in the included SNP, and the MR-PRESSO test did not find outliers. Sensitivity analysis suggested that the results of Mendelian randomization were robust.
CONCLUSIONS
Rising NET can increase the risk of sepsis onset, progression and death as derived from Mendelian randomization analysis.
Female
;
Male
;
Humans
;
Extracellular Traps
;
Genome-Wide Association Study
;
Mendelian Randomization Analysis
;
Sepsis/genetics*
;
Nonoxynol
;
DNA
4.Research progress of Mendelian randomization analysis in intensive care medicine.
Shengyu HUANG ; Jiaqi LI ; Feng ZHU
Chinese Critical Care Medicine 2023;35(10):1101-1105
The condition of critically ill patients changes rapidly, involving pathological changes in multiple systems and organs throughout the body. Exploring the causal relationship of mechanisms can further reveal etiology, treatment, and prognosis of diseases. However, traditional prospective studies in the field of critical care are still subject to numerous limitations. As an emerging research method, Mendelian randomization (MR) analysis uses genetic variation to provide causal evidence for instrumental variables, which is expected to provide clues in critical diseases. This article systematically describes the research progresson the application of MR analysis in critical care medicine from four aspects: the principle of MR analysis, the difference between MR analysis and randomized controlled trial (RCT), the use of MR analysis in the field of critical illness, and the possible methods of application, aiming to provide possible directions for the research in this field.
Humans
;
Mendelian Randomization Analysis/methods*
;
Genetic Variation
;
Causality
;
Research Design
6.Leukocyte Telomere Length and Lacunar Stroke: A Mendelian Randomization Study.
Mei Juan DANG ; Tao LI ; Li Li ZHAO ; Ye LI ; Xiao Ya WANG ; Yu Lun WU ; Jia Liang LU ; Zi Wei LU ; Yang YANG ; Yu Xuan FENG ; He Ying WANG ; Ya Ting JIAN ; Song Hua FAN ; Yu JIANG ; Gui Lian ZHANG
Biomedical and Environmental Sciences 2023;36(4):367-370
7.Associations of cholecystectomy with the risk of colorectal cancer: a Mendelian randomization study.
Lanlan CHEN ; Zhongqi FAN ; Xiaodong SUN ; Wei QIU ; Wentao MU ; Kaiyuan CHAI ; Yannan CAO ; Guangyi WANG ; Guoyue LV
Chinese Medical Journal 2023;136(7):840-847
BACKGROUND:
Cholecystectomy is a standard surgery for patients suffering from gallbladder diseases, while the causal effects of cholecystectomy on colorectal cancer (CRC) and other complications are still unknown.
METHODS:
We obtained genetic variants associated with cholecystectomy at a genome-wide significant level ( P value <5 × 10 -8 ) as instrumental variables (IVs) and performed Mendelian randomization (MR) to identify the complications of cholecystectomy. Furthermore, the cholelithiasis was also treated as the exposure to compare its causal effects to those of cholecystectomy, and multivariable MR analysis was carried out to judge whether the effect of cholecystectomy was independent of cholelithiasis. The study was reported based on Strengthening the Reporting of Observational Studies in Epidemiology Using Mendelian Randomization guidelines.
RESULTS:
The selected IVs explained 1.76% variance of cholecystectomy. Our MR analysis suggested that cholecystectomy cannot elevate the risk of CRC (odds ratio [OR] =1.543, 95% confidence interval [CI]: 0.607-3.924). Also, it was not significant in either colon or rectum cancer. Intriguingly, cholecystectomy might decrease the risk of Crohn's disease (OR = 0.078, 95% CI: 0.016-0.368) and coronary heart disease (OR = 0.352, 95% CI: 0.164-0.756). However, it might increase the risk of irritable bowel syndrome (IBS) (OR = 7.573, 95% CI: 1.096-52.318). Cholelithiasis could increase the risk of CRC in the largest population (OR = 1.041, 95% CI: 1.010-1.073). The multivariable MR analysis suggested that genetic liability to cholelithiasis could increase the risk of CRC in the largest population (OR = 1.061, 95% CI: 1.002-1.125) after adjustment of cholecystectomy.
CONCLUSIONS
The study indicated that cholecystectomy might not increase the risk of CRC, but such a conclusion needs further proving by clinical equivalence. Additionally, it might increase the risk of IBS, which should be paid attention to in clinical practice.
Humans
;
Mendelian Randomization Analysis
;
Irritable Bowel Syndrome
;
Colorectal Neoplasms/genetics*
;
Cholelithiasis/complications*
;
Cholecystectomy/adverse effects*
;
Genome-Wide Association Study
;
Polymorphism, Single Nucleotide
8.Associations between vitamin D levels and systemic lupus erythematosus risk:a Mendelian randomized study.
Yun Qing REN ; Ji Peng LIU ; Yong CUI
Chinese Journal of Preventive Medicine 2023;57(6):891-898
Objective: To explore the causal effects of the serum Vitamin D levels on the risk of systemic lupus erythematosus (SLE). Methods: A two-sample Mendelian randomization (MR) study was performed to infer the causality. Three Genome-wide association studies (GWAS) for circulating Vitamin D levels, including 25-hydroxyvitamin D [25(OH)D], 25-hydroxyvitamin D3 [25(OH)D3] and C3-epimer of 25-hydroxyvitamin D3 [C3-epi-25(OH)D3] published in 2020, and one GWAS for SLE published in 2015 were utilized to analyze the causal effects of the serum Vitamin D levels on the risk of SLE. MR analyses were conducted using the inverse-variance weighted method (IVW), weighted median, MR-Egger methods, MR-pleiotropy residual sum and outlier (MR-PRESSO) method. Results: 34, 29 and 6 SNPs were respectively selected as instrumental variables to analyze the causal association of total 25 (OH) D level, 25 (OH) D3 level and C3-epi-25 (OH) D3 level with the risk of SLE. The MR results showed that each standard deviation decrease in the level of 25(OH)D3 would result in 14.2% higher risk of SLE (OR, 0.858; 95%CI, 0.753-0.978; P=0.022). The levels of 25(OH)D and C3-epi-25(OH)D3 had null associations with risk of SLE (OR, 0.849; 95%CI, 0.653-1.104; P=0.222; OR, 0.904; 95%CI, 0.695-1.176; P=0.452). Conclusion: This study have identified a causal effect of 25(OH)D3 on increased risk of SLE. These findings highlighted the significance of active monitoring and prevention of SLE in population of low Vitamin D levels.
Humans
;
Genome-Wide Association Study
;
Vitamin D
;
Lupus Erythematosus, Systemic/complications*
;
Vitamins
;
Causality
;
Mendelian Randomization Analysis/methods*
;
Polymorphism, Single Nucleotide
9.Tea consumption and cancer: a Mendelian randomization study.
Chun Yu LIU ; Si CHENG ; Yuan Jie PANG ; Can Qing YU ; Dian Jian Yi SUN ; Pei PEI ; Jun Shi CHEN ; Zheng Ming CHEN ; Jun LYU ; Li Ming LI
Chinese Journal of Epidemiology 2023;44(7):1027-1036
Objective: A Mendelian randomization (MR) analysis was performed to assess the relationship between tea consumption and cancer. Methods: There were 100 639 participants with the information of gene sequencing of whole genome in the China Kadoorie Biobank. After excluding those with cancer at baseline survey, a total of 100 218 participants were included in this study. The baseline information about tea consumption were analyzed, including daily tea consumption or not, cups of daily tea consumption, and grams of daily tea consumption. We used the two-stage least square method to evaluate the associations between three tea consumption variables and incidence of cancer and some subtypes, including stomach cancer, liver and intrahepatic bile ducts cancer, colorectal cancer, tracheobronchial and lung cancer, and female breast cancer. Multivariable MR and analysis only among nondrinkers were used to control the impact of alcohol consumption. Sensitivity analyses were also performed, including inverse variance weighting, weighted median, and MR-Egger. Results: We used 54, 42, and 28 SNPs to construct non-weighted genetic risk scores as instrumental variables for daily tea consumption or not, cups of daily tea consumption, and grams of daily tea consumption, respectively. During an average of (11.4±3.0) years of follow-up, 6 886 cases of cancer were recorded. After adjusting for age, age2, sex, region, array type, and the first 12 genetic principal components, there were no significant associations of three tea consumption variables with the incidence of cancer and cancer subtypes. Compared with non-daily tea drinkers, the HR (95%CI) of daily tea drinkers for cancer and some subtypes, including stomach cancer, liver and intrahepatic bile ducts cancer, colorectal cancer, tracheobronchial and lung cancer, and female breast cancer, are respectively 0.99 (0.78-1.26), 1.17 (0.58-2.36), 0.86 (0.40-1.84), 0.85 (0.42-1.73), 1.39 (0.85-2.26) and 0.63 (0.28-1.38). After controlling the impact of alcohol consumption and performing multiple sensitivity analyses, the results were similar. Conclusion: There is no causal relationship between tea consumption and risk of cancer in population in China.
Humans
;
Female
;
Stomach Neoplasms/epidemiology*
;
Mendelian Randomization Analysis/methods*
;
Tea
;
Breast Neoplasms
;
Lung Neoplasms
;
Colorectal Neoplasms
;
Polymorphism, Single Nucleotide
;
Genome-Wide Association Study
10.Association between chronic lung diseases and the risk of lung cancer in UK Biobank: observational and Mendelian randomization analyses.
Jing ZHANG ; Zhi Min MA ; Hui WANG ; Ya Ting FU ; Chen JI ; Meng ZHU ; Hong Bing SHEN ; Hong Xia MA
Chinese Journal of Preventive Medicine 2023;57(8):1147-1152
Objective: To investigate the association between chronic lung diseases and the risk of lung cancer. Methods: Using UK Biobank (UKB) survey data, 472 397 participants who had not previously been diagnosed with cancer and whose self-reported sex was consistent with their genetic sex were studied. Information on the prevalence of previous chronic lung diseases, general demographic characteristics and the prevalence of lung cancer was collected using baseline questionnaires and national health system data. The multivariate Cox proportional risk regression model was used to analyze the association between four previous chronic lung diseases (asthma, chronic obstructive pulmonary disease, idiopathic pulmonary fibrosis and interstitial pulmonary disease) and the risk of lung cancer. A total of 458 526 participants with genotype data in the observational study were selected as research objects, and the closely related and independent genetic loci with four chronic lung diseases were selected as instrumental variables, and the association between four chronic lung diseases and the risk of lung cancer was analyzed by Mendelian randomization (MR). The dose-response relationship between genetic risk score and the risk of lung cancer in different chronic lung diseases was evaluated using a restricted cubic spline function. Results: The age [M (Q1, Q3)] of the subjects was 57 (50, 63) years old, and there were 3 516 new cases of lung cancer (0.74%) during follow-up. The multivariate Cox proportional hazard regression model analysis showed that previous chronic obstructive pulmonary disease and idiopathic pulmonary fibrosis were associated with the risk of lung cancer, about 1.61 (1.49-1.75) and 2.61 (1.24-5.49), respectively. MR Studies showed that genetically predicted chronic obstructive pulmonary disease and idiopathic pulmonary fibrosis were associated with the risk of lung cancer, with HR (95%CI) of 1.10 (1.03-1.19) and 1.04 (1.01-1.08), respectively. The results of restricted cubic spline function analysis showed that the risk of lung cancer increased linearly with the increase of genetic risk scores for chronic obstructive pulmonary disease and idiopathic pulmonary fibrosis (P<0.05). Neither observational studies nor Mendelian randomization analysis found an association between previous asthma or interstitial lung disease and the risk of lung cancer (both P values>0.05). Conclusion: Chronic obstructive pulmonary disease and idiopathic pulmonary fibrosis are potential risk factors for lung cancer.
Humans
;
Middle Aged
;
Mendelian Randomization Analysis
;
Biological Specimen Banks
;
Lung Neoplasms/genetics*
;
Pulmonary Disease, Chronic Obstructive/genetics*
;
Asthma/genetics*
;
Idiopathic Pulmonary Fibrosis/genetics*
;
United Kingdom/epidemiology*
;
Genome-Wide Association Study

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