DNA methylation regulator-mediated modification patterns and risk of intracranial aneurysm: a multi-omics and epigenome-wide association study integrating machine learning, Mendelian randomization, eQTL and mQTL data

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作者
Aierpati Maimaiti
Mirzat Turhon
Aimitaji Abulaiti
Yilidanna Dilixiati
Fujunhui Zhang
Aximujiang Axieer
Kaheerman Kadeer
Yisen Zhang
Aisha Maimaitili
Xinjian Yang
机构
[1] Xinjiang Medical University Affiliated First Hospital,Department of Neurosurgery
[2] Beijing Neurosurgical Institute,Department of Interventional Neuroradiology
[3] Capital Medical University,Department of Interventional Neuroradiology, Beijing TianTan Hospital
[4] Capital Medical University,undefined
[5] Xinjiang Medical University,undefined
来源
Journal of Translational Medicine | / 21卷
关键词
Intracranial aneurysms; DNA methylation regulator; Multi-omics; Machine learning; Genome-wide association studies; Mendelian randomization;
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  • [1] Vlak M(2011)Prevalence of unruptured intracranial aneurysms, with emphasis on sex, age, comorbidity, country, and time period: a systematic review and meta-analysis Lancet Neurol 10 626-636
  • [2] Algra A(2007)Subarachnoid haemorrhage Lancet 369 306-318
  • [3] Brandenburg R(2013)The epidemiology of admissions of nontraumatic subarachnoid hemorrhage in the United States Neurosurgery 73 217-222
  • [4] Rinkel G(2016)Predictors of poor quality of life 1 year after subarachnoid hemorrhage Neurosurgery 78 256-264
  • [5] van Gijn J(2020)A clinically applicable deep-learning model for detecting intracranial aneurysm in computed tomography angiography images Nat Commun 11 6090-385
  • [6] Kerr RS(2021)A review on imaging techniques and quantitative measurements for dynamic imaging of cerebral aneurysm pulsations Sci Rep 11 2175-1469
  • [7] Rinkel GJ(2008)Dynamic regulation of estrogen receptor-alpha gene expression in the brain: a role for promoter methylation? Front Neuroendocrinol 29 375-401
  • [8] Rincon F(2005)Epigenetic transgenerational actions of endocrine disruptors and male fertility Science 308 1466-1070
  • [9] Rossenwasser RH(2022)Elucidating the genetic architecture of DNA methylation to identify promising molecular mechanisms of disease Sci Rep 15 19564-14124
  • [10] Dumont A(2006)Inherited epigenetic variation—revisiting soft inheritance Nat Rev Genet 7 395-657