Literature DB >> 30302893

Framework for microRNA variant annotation and prioritization using human population and disease datasets.

Ninad Oak1,2, Rajarshi Ghosh1,3, Kuan-Lin Huang4,5, David A Wheeler1,6, Li Ding4,5,7,8, Sharon E Plon1,2,3,6.   

Abstract

MicroRNA (miRNA) expression is frequently deregulated in human disease, in contrast, disease-associated miRNA mutations are understudied. We developed Annotative Database of miRNA Elements, ADmiRE, which combines multiple existing and new biological annotations to aid prioritization of causal miRNA variation. We annotated 10,206 mature (3,257 within seed region) miRNA variants from multiple large sequencing datasets including gnomAD (15,496 genomes; 123,136 exomes). The pattern of miRNA variation closely resembles protein-coding exonic regions, with no difference between intragenic and intergenic miRNAs (P = 0.56), and high confidence miRNAs demonstrate higher sequence constraint (P < 0.001). Conservation analysis across 100 vertebrates identified 765 highly conserved miRNAs that also have limited genetic variation in gnomAD. We applied ADmiRE to the TCGA PanCancerAtlas WES dataset containing over 10,000 individuals across 33 adult cancers and annotated 1,267 germline (rare in gnomAD) and 1,492 somatic miRNA variants. Several miRNA families with deregulated gene expression in cancer have low levels of both somatic and germline variants, e.g., let-7 and miR-10. In addition to known somatic miR-142 mutations in hematologic cancers, we describe novel somatic miR-21 mutations in esophageal cancers impacting downstream miRNA targets. Through the development of ADmiRE, we present a framework for annotation and prioritization of miRNA variation in disease datasets.
© 2018 Wiley Periodicals, Inc.

Entities:  

Keywords:  cancer; conservation; genomics; microRNA; variant annotation

Mesh:

Substances:

Year:  2018        PMID: 30302893      PMCID: PMC6400659          DOI: 10.1002/humu.23668

Source DB:  PubMed          Journal:  Hum Mutat        ISSN: 1059-7794            Impact factor:   4.878


  11 in total

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3.  MicroRNAs Regulating Autophagy in Neurodegeneration.

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Journal:  Adv Exp Med Biol       Date:  2021       Impact factor: 2.622

4.  Somatic Mutations in miRNA Genes in Lung Cancer-Potential Functional Consequences of Non-Coding Sequence Variants.

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Journal:  Cancers (Basel)       Date:  2019-06-08       Impact factor: 6.639

5.  Pan-cancer analysis of somatic mutations in miRNA genes.

Authors:  Martyna O Urbanek-Trzeciak; Paulina Galka-Marciniak; Paulina M Nawrocka; Ewelina Kowal; Sylwia Szwec; Maciej Giefing; Piotr Kozlowski
Journal:  EBioMedicine       Date:  2020-10-07       Impact factor: 8.143

6.  A pan-cancer atlas of somatic mutations in miRNA biogenesis genes.

Authors:  Paulina Galka-Marciniak; Martyna Olga Urbanek-Trzeciak; Paulina Maria Nawrocka; Piotr Kozlowski
Journal:  Nucleic Acids Res       Date:  2021-01-25       Impact factor: 16.971

Review 7.  MiRNA and LncRNA as Potential Biomarkers in Triple-Negative Breast Cancer: A Review.

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Journal:  Front Oncol       Date:  2020-11-20       Impact factor: 6.244

8.  Analysis of DNA variants in miRNAs and miRNA 3'UTR binding sites in female infertility patients.

Authors:  Katarzyna M Tyc; Anthony Wong; Richard T Scott; Xin Tao; Karen Schindler; Jinchuan Xing
Journal:  Lab Invest       Date:  2020-10-17       Impact factor: 5.662

9.  MicroRNA and MicroRNA-Target Variants Associated with Autism Spectrum Disorder and Related Disorders.

Authors:  Anthony Wong; Anbo Zhou; Xiaolong Cao; Vaidhyanathan Mahaganapathy; Marco Azaro; Christine Gwin; Sherri Wilson; Steven Buyske; Christopher W Bartlett; Judy F Flax; Linda M Brzustowicz; Jinchuan Xing
Journal:  Genes (Basel)       Date:  2022-07-26       Impact factor: 4.141

10.  miRNet 2.0: network-based visual analytics for miRNA functional analysis and systems biology.

Authors:  Le Chang; Guangyan Zhou; Othman Soufan; Jianguo Xia
Journal:  Nucleic Acids Res       Date:  2020-07-02       Impact factor: 16.971

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