Phenome-wide association study on miRNA-related sequence variants: the UK Biobank

被引:3
|
作者
Mustafa, Rima [1 ,2 ,3 ,4 ]
Ghanbari, Mohsen [5 ]
Karhunen, Ville [6 ,7 ]
Evangelou, Marina [8 ]
Dehghan, Abbas [1 ,2 ,9 ]
机构
[1] Imperial Coll London, Dept Epidemiol & Biostat, London, England
[2] Imperial Coll London, UK Dementia Res Inst, London, England
[3] Univ Oxford, Big Data Inst, Li Ka Shing Ctr Hlth Informat & Discovery, Oxford, England
[4] Univ Oxford, Nuffield Dept Populat Hlth, Oxford, England
[5] Erasmus MC Univ Med Ctr, Dept Epidemiol, Rotterdam, Netherlands
[6] Univ Oulu, Res Unit Math Sci, Oulu, Finland
[7] Univ Oulu, Res Unit Populat Hlth, Oulu, Finland
[8] Imperial Coll London, Dept Math, London, England
[9] Imperial Coll London, MRC Ctr Environm & Hlth, London, England
关键词
microRNA; Genetic variants; Phenome; Pleiotropy; GENETIC-VARIANTS; BINDING-SITES; MICRORNAS; POLYMORPHISM; CANCER; RISK; LOCI; BIOGENESIS; DISEASE; REGION;
D O I
10.1186/s40246-023-00553-w
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
BackgroundGenetic variants in the coding region could directly affect the structure and expression levels of genes and proteins. However, the importance of variants in the non-coding region, such as microRNAs (miRNAs), remain to be elucidated. Genetic variants in miRNA-related sequences could affect their biogenesis or functionality and ultimately affect disease risk. Yet, their implications and pleiotropic effects on many clinical conditions remain unknown.MethodsHere, we utilised genotyping and hospital records data in the UK Biobank (N = 423,419) to investigate associations between 346 genetic variants in miRNA-related sequences and a wide range of clinical diagnoses through phenome-wide association studies. Further, we tested whether changes in blood miRNA expression levels could affect disease risk through colocalisation and Mendelian randomisation analysis.ResultsWe identified 122 associations for six variants in the seed region of miRNAs, nine variants in the mature region of miRNAs, and 27 variants in the precursor miRNAs. These included associations with hypertension, dyslipidaemia, immune-related disorders, and others. Nineteen miRNAs were associated with multiple diagnoses, with six of them associated with multiple disease categories. The strongest association was reported between rs4285314 in the precursor of miR-3135b and celiac disease risk (odds ratio (OR) per effect allele increase = 0.37, P = 1.8 x 10-162). Colocalisation and Mendelian randomisation analysis highlighted potential causal role of miR-6891-3p in dyslipidaemia.ConclusionsOur study demonstrates the pleiotropic effect of miRNAs and offers insights to their possible clinical importance.
引用
收藏
页数:13
相关论文
共 50 条
  • [21] Phenome-wide Burden of Copy-Number Variation in the UK Biobank
    Aguirre, Matthew
    Rivas, Manuel A.
    Priest, James
    AMERICAN JOURNAL OF HUMAN GENETICS, 2019, 105 (02) : 373 - 383
  • [22] Phenome-wide association studies (PheWASs) for functional variants
    Ye, Zhan
    Mayer, John
    Ivacic, Lynn
    Zhou, Zhiyi
    He, Min
    Schrodi, Steven J.
    Page, David
    Brilliant, Murray H.
    Hebbring, Scott J.
    EUROPEAN JOURNAL OF HUMAN GENETICS, 2015, 23 (04) : 523 - 529
  • [23] Phenome-wide association studies (PheWASs) for functional variants
    Zhan Ye
    John Mayer
    Lynn Ivacic
    Zhiyi Zhou
    Min He
    Steven J Schrodi
    David Page
    Murray H Brilliant
    Scott J Hebbring
    European Journal of Human Genetics, 2015, 23 : 523 - 529
  • [24] Association between habitual coffee consumption and multiple disease outcomes: A Mendelian randomisation phenome-wide association study in the UK Biobank
    Nicolopoulos, Konstance
    Mulugeta, Anwar
    Zhou, Ang
    Hypponen, Elina
    CLINICAL NUTRITION, 2020, 39 (11) : 3467 - 3476
  • [25] Comorbidities in lichen planus by phenome-wide association study in two biobank population cohorts
    Fromme, Malin
    Schneider, Carolin, V
    Schlapbach, Christoph
    Cazzaniga, Simone
    Trautwein, Christian
    Rader, Dan J.
    Borradori, Luca
    Strnad, Pavel
    BRITISH JOURNAL OF DERMATOLOGY, 2022, 187 (05) : 722 - 729
  • [26] SEARCHING FOR THE CAUSAL EFFECTS OF GENETIC VARIANTS FOR ALZHEIMER'S DISEASE IN UK BIOBANK USING PHENOME-WIDE ANALYSIS
    Korologou-Linden, Roxanna
    Millard, Louise
    Spiller, Wes
    Smith, George Davey
    Howe, Laura
    Anderson, Emma L.
    Stergiakouli, Evie
    EUROPEAN NEUROPSYCHOPHARMACOLOGY, 2019, 29 : 1209 - 1210
  • [27] Association between major depressive disorder and multiple disease outcomes: a phenome-wide Mendelian randomisation study in the UK Biobank
    Mulugeta, Anwar
    Zhou, Ang
    King, Catherine
    Hypponen, Elina
    MOLECULAR PSYCHIATRY, 2020, 25 (07) : 1469 - 1476
  • [28] Genetic correlations between ADHD and phenome-wide latent factors in the UK Biobank
    Carey, Caitlin
    Shafee, Rebecca
    Walters, Raymond
    Palmer, Duncan
    Abbott, Liam
    Howrigan, Daniel
    Churchhouse, Claire
    Neale, Ben
    Robinson, Elise
    BEHAVIOR GENETICS, 2019, 49 (06) : 514 - 514
  • [29] A Mendelian randomization phenome-wide association study of thyroid function in 337,199 individuals from UK Biobank
    Ravera, Silvia
    Carrasco, Nancy
    Gelernter, Joel
    Polimanti, Renato
    HUMAN GENOMICS, 2018, 12
  • [30] Phenome-Wide Association Studies
    Bastarache, Lisa
    Denny, Joshua C.
    Roden, Dan M.
    JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2022, 327 (01): : 75 - 76