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Assessing the Impact of Copy Number Variants on miRNA Genes in Autism by Monte Carlo Simulation

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  • Maurizio Marrale
  • Nadia Ninfa Albanese
  • Francesco Calì
  • Valentino Romano

Abstract

Autism Spectrum Disorders (ASDs) are childhood neurodevelopmental disorders with complex genetic origins. Previous studies have investigated the role of de novo Copy Number Variants (CNVs) and microRNAs as important but distinct etiological factors in ASD. We developed a novel computational procedure to assess the potential pathogenic role of microRNA genes overlapping de novo CNVs in ASD patients. Here we show that for chromosomes # 1, 2 and 22 the actual number of miRNA loci affected by de novo CNVs in patients was found significantly higher than that estimated by Monte Carlo simulation of random CNV events. Out of 24 miRNA genes over-represented in CNVs from these three chromosomes only hsa-mir-4436b-1 and hsa-mir-4436b-2 have not been detected in CNVs from non-autistic subjects as reported in the Database of Genomic Variants. Altogether the results reported in this study represent a first step towards a full understanding of how a dysregulated expression of the 24 miRNAs genes affect neurodevelopment in autism. We also propose that the procedure used in this study can be effectively applied to CNVs/miRNA genes association data in other genomic disorders beyond autism.

Suggested Citation

  • Maurizio Marrale & Nadia Ninfa Albanese & Francesco Calì & Valentino Romano, 2014. "Assessing the Impact of Copy Number Variants on miRNA Genes in Autism by Monte Carlo Simulation," PLOS ONE, Public Library of Science, vol. 9(3), pages 1-10, March.
  • Handle: RePEc:plo:pone00:0090947
    DOI: 10.1371/journal.pone.0090947
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    1. Yoontae Lee & Chiyoung Ahn & Jinju Han & Hyounjeong Choi & Jaekwang Kim & Jeongbin Yim & Junho Lee & Patrick Provost & Olof Rådmark & Sunyoung Kim & V. Narry Kim, 2003. "The nuclear RNase III Drosha initiates microRNA processing," Nature, Nature, vol. 425(6956), pages 415-419, September.
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    1. Mu-Peng Li & Yao-Dong Hu & Xiao-Lei Hu & Yan-Jiao Zhang & Yong-Long Yang & Chun Jiang & Jie Tang & Xiao-Ping Chen, 2016. "MiRNAs and miRNA Polymorphisms Modify Drug Response," IJERPH, MDPI, vol. 13(11), pages 1-22, November.

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