Literature DB >> 33855356

mi-IsoNet: systems-scale microRNA landscape reveals rampant isoform-mediated gain of target interaction diversity and signaling specificity.

Li Guo1, Yongsheng Li2, Kara M Cirillo3, Robert A Marick2, Zhe Su2, Xing Yin2, Xu Hua1, Gordon B Mills4,5, Nidhi Sahni3,6,7, S Stephen Yi2,8,9,10.   

Abstract

MicroRNA (miRNA) is not a single sequence, but a series of multiple variants (also termed isomiRs) with sequence and expression heterogeneity. Whether and how these isoforms contribute to functional variation and complexity at the systems and network levels remain largely unknown. To explore this question systematically, we comprehensively analyzed the expression of small RNAs and their target sites to interrogate functional variations between novel isomiRs and their canonical miRNA sequences. Our analyses of the pan-cancer landscape of miRNA expression indicate that multiple isomiRs generated from the same miRNA locus often exhibit remarkable variation in their sequence, expression and function. We interrogated abundant and differentially expressed 5' isomiRs with novel seed sequences via seed shifting and identified many potential novel targets of these 5' isomiRs that would expand interaction capabilities between small RNAs and mRNAs, rewiring regulatory networks and increasing signaling circuit complexity. Further analyses revealed that some miRNA loci might generate diverse dominant isomiRs that often involved isomiRs with varied seeds and arm-switching, suggesting a selective advantage of multiple isomiRs in regulating gene expression. Finally, experimental validation indicated that isomiRs with shifted seed sequences could regulate novel target mRNAs and therefore contribute to regulatory network rewiring. Our analysis uncovers a widespread expansion of isomiR and mRNA interaction networks compared with those seen in canonical small RNA analysis; this expansion suggests global gene regulation network perturbations by alternative small RNA variants or isoforms. Taken together, the variations in isomiRs that occur during miRNA processing and maturation are likely to play a far more complex and plastic role in gene regulation than previously anticipated.
© The Author(s) 2021. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com.

Entities:  

Keywords:  functional diversity; gain of interactions; gene regulatory networks; isoforms; microRNA (miRNA); signaling specificity

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Year:  2021        PMID: 33855356      PMCID: PMC8579161          DOI: 10.1093/bib/bbab091

Source DB:  PubMed          Journal:  Brief Bioinform        ISSN: 1467-5463            Impact factor:   11.622


  57 in total

Review 1.  The widespread regulation of microRNA biogenesis, function and decay.

Authors:  Jacek Krol; Inga Loedige; Witold Filipowicz
Journal:  Nat Rev Genet       Date:  2010-07-27       Impact factor: 53.242

2.  Application of massively parallel sequencing to microRNA profiling and discovery in human embryonic stem cells.

Authors:  Ryan D Morin; Michael D O'Connor; Malachi Griffith; Florian Kuchenbauer; Allen Delaney; Anna-Liisa Prabhu; Yongjun Zhao; Helen McDonald; Thomas Zeng; Martin Hirst; Connie J Eaves; Marco A Marra
Journal:  Genome Res       Date:  2008-02-19       Impact factor: 9.043

3.  Integrated evolutionary analysis of human miRNA gene clusters and families implicates evolutionary relationships.

Authors:  Li Guo; Yang Zhao; Hui Zhang; Sheng Yang; Feng Chen
Journal:  Gene       Date:  2013-10-24       Impact factor: 3.688

4.  Hippo signaling regulates microprocessor and links cell-density-dependent miRNA biogenesis to cancer.

Authors:  Masaki Mori; Robinson Triboulet; Morvarid Mohseni; Karin Schlegelmilch; Kriti Shrestha; Fernando D Camargo; Richard I Gregory
Journal:  Cell       Date:  2014-02-27       Impact factor: 41.582

5.  miR-101-3p and miR-199b-5p promote cell apoptosis in oral cancer by targeting BICC1.

Authors:  Hong Wang; Ying Guo; Nu Mi; Liwei Zhou
Journal:  Mol Cell Probes       Date:  2020-04-04       Impact factor: 2.365

6.  Identification of a plasma miRNA biomarker signature for allergic asthma: A translational approach.

Authors:  K Milger; J Götschke; L Krause; P Nathan; F Alessandrini; A Tufman; R Fischer; S Bartel; F J Theis; J Behr; S Dehmel; N S Mueller; N Kneidinger; S Krauss-Etschmann
Journal:  Allergy       Date:  2017-06-19       Impact factor: 13.146

7.  A novel miR-451a isomiR, associated with amelanotypic phenotype, acts as a tumor suppressor in melanoma by retarding cell migration and invasion.

Authors:  Sankhiros Babapoor; Elizabeth Fleming; Rong Wu; Soheil S Dadras
Journal:  PLoS One       Date:  2014-09-19       Impact factor: 3.240

8.  miR-222 isoforms are differentially regulated by type-I interferon.

Authors:  Charlotte Nejad; Katherine A Pillman; Katherine J Siddle; Geneviève Pépin; Minna-Liisa Änkö; Claire E McCoy; Traude H Beilharz; Lluís Quintana-Murci; Gregory J Goodall; Cameron P Bracken; Michael P Gantier
Journal:  RNA       Date:  2017-12-20       Impact factor: 4.942

9.  The isomiR-140-3p-regulated mevalonic acid pathway as a potential target for prevention of triple negative breast cancer.

Authors:  Anjana Bhardwaj; Harpreet Singh; Celestine Marie Trinidad; Constance T Albarracin; Kelly K Hunt; Isabelle Bedrosian
Journal:  Breast Cancer Res       Date:  2018-12-11       Impact factor: 6.466

10.  Hypothalamic miR-30 regulates puberty onset via repression of the puberty-suppressing factor, Mkrn3.

Authors:  Violeta Heras; Susana Sangiao-Alvarellos; Maria Manfredi-Lozano; María J Sanchez-Tapia; Francisco Ruiz-Pino; Juan Roa; Maribel Lara-Chica; Rosario Morrugares-Carmona; Nathalie Jouy; Ana P Abreu; Vincent Prevot; Denise Belsham; Maria J Vazquez; Marco A Calzado; Leonor Pinilla; Francisco Gaytan; Ana C Latronico; Ursula B Kaiser; Juan M Castellano; Manuel Tena-Sempere
Journal:  PLoS Biol       Date:  2019-11-07       Impact factor: 9.593

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  4 in total

1.  Characterization of Cell Cycle-Related Competing Endogenous RNAs Using Robust Rank Aggregation as Prognostic Biomarker in Lung Adenocarcinoma.

Authors:  Yifei Yang; Shiqi Zhang; Li Guo
Journal:  Front Oncol       Date:  2022-02-03       Impact factor: 6.244

2.  A comprehensive multi-omics analysis reveals molecular features associated with cancer via RNA cross-talks in the Notch signaling pathway.

Authors:  Li Guo; Sunjing Li; Xiaoqiang Yan; Lulu Shen; Daoliang Xia; Yiqi Xiong; Yuyang Dou; Lan Mi; Yujie Ren; Yangyang Xiang; Dekang Ren; Jun Wang; Tingming Liang
Journal:  Comput Struct Biotechnol J       Date:  2022-07-26       Impact factor: 6.155

3.  A comprehensive analysis of ncRNA-mediated interactions reveals potential prognostic biomarkers in prostate adenocarcinoma.

Authors:  Li Guo; Yihao Kang; Yiqi Xiong; Lin Jia; Xiaoqiang Yan; Daoliang Xia; Jiafeng Yu; Jun Wang; Tingming Liang
Journal:  Comput Struct Biotechnol J       Date:  2022-07-14       Impact factor: 6.155

Review 4.  Critical Roles of Circular RNA in Tumor Metastasis via Acting as a Sponge of miRNA/isomiR.

Authors:  Li Guo; Lin Jia; Lulu Luo; Xinru Xu; Yangyang Xiang; Yujie Ren; Dekang Ren; Lulu Shen; Tingming Liang
Journal:  Int J Mol Sci       Date:  2022-06-24       Impact factor: 6.208

  4 in total

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