A phenome-wide approach to identify causal risk factors for deep vein thrombosis

被引:1
|
作者
Constantinescu, Andrei-Emil [1 ,2 ,3 ]
Bull, Caroline J. [1 ,2 ,3 ,4 ]
Goudswaard, Lucy J. [1 ,2 ,5 ]
Zheng, Jie [1 ,2 ,6 ,7 ]
Elsworth, Benjamin [8 ]
Timpson, Nicholas J. [1 ,2 ]
Moore, Samantha F. [5 ,9 ]
Hers, Ingeborg [5 ]
Vincent, Emma E. [1 ,2 ,3 ]
机构
[1] Univ Bristol, MRC Integrat Epidemiol Unit, Oakfield House, Bristol, England
[2] Univ Bristol, Bristol Med Sch, Populat Hlth Sci, Oakfield House, Bristol, England
[3] Univ Bristol, Sch Translat Hlth Sci, Bristol Med Sch, Oakfield House, Bristol, England
[4] Hlth Data Res UK Registered Off, 215 Euston Rd, London NW1 2BE, England
[5] Univ Bristol, Sch Physiol Pharmacol & Neurosci, Bristol, England
[6] Shanghai Jiao Tong Univ, Ruijin Hosp, Shanghai Inst Endocrine & Metab Dis, Dept Endocrine & Metab Dis,Sch Med, Shanghai, Peoples R China
[7] Shanghai Jiao Tong Univ, Ruijin Hosp, Shanghai Natl Clin Res Ctr Metab Dis, Shanghai Natl Ctr Translat Med,Sch Med,Natl Hlth C, Shanghai, Peoples R China
[8] Our Future Hlth Ltd, Registered Off 2 New Bailey,6 Stanley St, Manchester M3 5GS, England
[9] UKRI Med Res Council, Swindon, England
关键词
Mendelian randomization; Deep vein thrombosis; ALSPAC; Protein quantitative trait loci; Genome-wide association study; MENDELIAN RANDOMIZATION; VENOUS THROMBOSIS; PULMONARY-EMBOLISM; EXPRESSION; THROMBOEMBOLISM; ROSUVASTATIN; DIAGNOSIS; ALLELE; TOOL;
D O I
10.1186/s12920-023-01710-9
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Deep vein thrombosis (DVT) is the formation of a blood clot in a deep vein. DVT can lead to a venous thromboembolism (VTE), the combined term for DVT and pulmonary embolism, a leading cause of death and disability worldwide. Despite the prevalence and associated morbidity of DVT, the underlying causes are not well understood. Our aim was to leverage publicly available genetic summary association statistics to identify causal risk factors for DVT. We conducted a Mendelian randomization phenome-wide association study (MR-PheWAS) using genetic summary association statistics for 973 exposures and DVT (6,767 cases and 330,392 controls in UK Biobank). There was evidence for a causal effect of 57 exposures on DVT risk, including previously reported risk factors (e.g. body mass index-BMI and height) and novel risk factors (e.g. hyperthyroidism and varicose veins). As the majority of identified risk factors were adiposity-related, we explored the molecular link with DVT by undertaking a two-sample MR mediation analysis of BMI-associated circulating proteins on DVT risk. Our results indicate that circulating neurogenic locus notch homolog protein 1 (NOTCH1), inhibin beta C chain (INHBC) and plasminogen activator inhibitor 1 (PAI-1) influence DVT risk, with PAI-1 mediating the BMI-DVT relationship. Using a phenome-wide approach, we provide putative causal evidence that hyperthyroidism, varicose veins and BMI enhance the risk of DVT. Furthermore, the circulating protein PAI-1 has a causal role in DVT aetiology and is involved in mediating the BMI-DVT relationship.
引用
收藏
页数:16
相关论文
共 50 条
  • [41] Phenome-Wide Association Study for Alcohol and Nicotine Risk Alleles in 26394 Women
    Renato Polimanti
    Henry R Kranzler
    Joel Gelernter
    Neuropsychopharmacology, 2016, 41 : 2688 - 2696
  • [42] Phenome-wide screening for traits causally associated with the risk of coronary artery disease
    Nikpay, Majid
    Mohammadzadeh, Sara
    JOURNAL OF HUMAN GENETICS, 2020, 65 (04) : 371 - 380
  • [43] Phenome-Wide Association Study for Alcohol and Nicotine Risk Alleles in 26394 Women
    Polimanti, Renato
    Kranzler, Henry R.
    Gelernter, Joel
    NEUROPSYCHOPHARMACOLOGY, 2016, 41 (11) : 2688 - 2696
  • [44] The Causal Association of Irritable Bowel Syndrome with Multiple Disease Outcomes: A Phenome-Wide Mendelian Randomization Study
    Li, Chunyang
    Chen, Yilong
    Chen, Yi
    Ying, Zhiye
    Hu, Yao
    Kuang, Yalan
    Yang, Huazhen
    Song, Huan
    Zeng, Xiaoxi
    JOURNAL OF CLINICAL MEDICINE, 2023, 12 (03)
  • [45] Phenome-wide screening for traits causally associated with the risk of coronary artery disease
    Majid Nikpay
    Sara Mohammadzadeh
    Journal of Human Genetics, 2020, 65 : 371 - 380
  • [46] Phenome-wide genetic-correlation analysis and genetically informed causal inference of amyotrophic lateral sclerosis
    D'Antona, Salvatore
    Pathak, Gita A.
    Koller, Dora
    Porro, Danilo
    Cava, Claudia
    Polimanti, Renato
    HUMAN GENETICS, 2023, 142 (08) : 1173 - 1183
  • [47] Phenome-wide genetic-correlation analysis and genetically informed causal inference of amyotrophic lateral sclerosis
    Salvatore D’Antona
    Gita A. Pathak
    Dora Koller
    Danilo Porro
    Claudia Cava
    Renato Polimanti
    Human Genetics, 2023, 142 : 1173 - 1183
  • [48] Assessment and visualization of phenome-wide causal relationships using genetic data: an application to dental caries and periodontitis
    Simon Haworth
    Pik Fang Kho
    Pernilla Lif Holgerson
    Liang-Dar Hwang
    Nicholas J. Timpson
    Miguel E. Rentería
    Ingegerd Johansson
    Gabriel Cuellar-Partida
    European Journal of Human Genetics, 2021, 29 : 300 - 308
  • [49] Assessment and visualization of phenome-wide causal relationships using genetic data: an application to dental caries and periodontitis
    Haworth, Simon
    Kho, Pik Fang
    Holgerson, Pernilla Lif
    Hwang, Liang-Dar
    Timpson, Nicholas J.
    Renteria, Miguel E.
    Johansson, Ingegerd
    Cuellar-Partida, Gabriel
    EUROPEAN JOURNAL OF HUMAN GENETICS, 2021, 29 (02) : 300 - 308
  • [50] Phenome-wide investigation of bidirectional causal relationships between major depressive disorder and common human diseases
    Sun, Wenxi
    Baranova, Ancha
    Liu, Dongming
    Cao, Hongbao
    Zhang, Xiaobin
    Zhang, Fuquan
    TRANSLATIONAL PSYCHIATRY, 2024, 14 (01):