The microRNA target site landscape is a novel molecular feature associating alternative polyadenylation with immune evasion activity in breast cancer.

Abstract:

:Alternative polyadenylation (APA) in breast tumor samples results in the removal/addition of cis-regulatory elements such as microRNA (miRNA) target sites in the 3'-untranslated region (3'-UTRs) of genes. Although previous computational APA studies focused on a subset of genes strongly affected by APA (APA genes), we identify miRNAs of which widespread APA events collectively increase or decrease the number of target sites [probabilistic inference of microRNA target site modification through APA (PRIMATA-APA)]. Using PRIMATA-APA on the cancer genome atlas (TCGA) breast cancer data, we found that the global APA events change the number of the target sites of particular microRNAs [target sites modified miRNA (tamoMiRNA)] enriched for cancer development and treatments. We also found that when knockdown (KD) of NUDT21 in HeLa cells induces a different set of widespread 3'-UTR shortening than TCGA breast cancer data, it changes the target sites of the common tamoMiRNAs. Since the NUDT21 KD experiment previously demonstrated the tumorigenic role of APA events in a miRNA dependent fashion, this result suggests that the APA-initiated tumorigenesis is attributable to the miRNA target site changes, not the APA events themselves. Further, we found that the miRNA target site changes identify tumor cell proliferation and immune cell infiltration to the tumor microenvironment better than the miRNA expression levels or the APA events themselves. Altogether, our computational analyses provide a proof-of-concept demonstration that the miRNA target site information indicates the effect of global APA events with a potential as predictive biomarker.

journal_name

Brief Bioinform

authors

Kim S,Bai Y,Fan Z,Diergaarde B,Tseng GC,Park HJ

doi

10.1093/bib/bbaa191

subject

Has Abstract

pub_date

2020-08-26 00:00:00

eissn

1467-5463

issn

1477-4054

pii

5897059

pub_type

杂志文章
  • CyanoPATH: a knowledgebase of genome-scale functional repertoire for toxic cyanobacterial blooms.

    abstract::CyanoPATH is a database that curates and analyzes the common genomic functional repertoire for cyanobacteria harmful algal blooms (CyanoHABs) in eutrophic waters. Based on the literature of empirical studies and genome/protein databases, it summarizes four types of information: common biological functions (pathways) d...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章

    doi:10.1093/bib/bbaa375

    authors: Du W,Li G,Ho N,Jenkins L,Hockaday D,Tan J,Cao H

    更新日期:2020-12-16 00:00:00

  • Computational prediction of species-specific yeast DNA replication origin via iterative feature representation.

    abstract::Deoxyribonucleic acid replication is one of the most crucial tasks taking place in the cell, and it has to be precisely regulated. This process is initiated in the replication origins (ORIs), and thus it is essential to identify such sites for a deeper understanding of the cellular processes and functions related to t...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章

    doi:10.1093/bib/bbaa304

    authors: Manavalan B,Basith S,Shin TH,Lee G

    更新日期:2020-11-25 00:00:00

  • Docking of peptides to GPCRs using a combination of CABS-dock with FlexPepDock refinement.

    abstract::The structural description of peptide ligands bound to G protein-coupled receptors (GPCRs) is important for the discovery of new drugs and deeper understanding of the molecular mechanisms of life. Here we describe a three-stage protocol for the molecular docking of peptides to GPCRs using a set of different programs: ...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章

    doi:10.1093/bib/bbaa109

    authors: Badaczewska-Dawid AE,Kmiecik S,Koliński M

    更新日期:2020-06-10 00:00:00

  • Comparative genome assembly.

    abstract::One of the most complex and computationally intensive tasks of genome sequence analysis is genome assembly. Even today, few centres have the resources, in both software and hardware, to assemble a genome from the thousands or millions of individual sequences generated in a whole-genome shotgun sequencing project. With...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章

    doi:10.1093/bib/5.3.237

    authors: Pop M,Phillippy A,Delcher AL,Salzberg SL

    更新日期:2004-09-01 00:00:00

  • A practical guide for the functional annotation of genetic variations using SNPnexus.

    abstract::Broader functional annotation of known as well as putative genetic variations is a valuable mean for prioritizing targets in disease studies and large-scale genotyping projects. In this article, we present a practical guide to SNPnexus, a web-based tool that provides an aggregate set of functional annotations for geno...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章

    doi:10.1093/bib/bbt004

    authors: Dayem Ullah AZ,Lemoine NR,Chelala C

    更新日期:2013-07-01 00:00:00

  • Critical limitations of prognostic signatures based on risk scores summarized from gene expression levels: a case study for resected stage I non-small-cell lung cancer.

    abstract::Most of current gene expression signatures for cancer prognosis are based on risk scores, usually calculated as some summaries of expression levels of the signature genes, whose applications require presetting risk score thresholds and data normalization. In this study, we demonstrate the critical limitations of such ...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章

    doi:10.1093/bib/bbv064

    authors: Qi L,Chen L,Li Y,Qin Y,Pan R,Zhao W,Gu Y,Wang H,Wang R,Chen X,Guo Z

    更新日期:2016-03-01 00:00:00

  • Class-imbalanced classifiers for high-dimensional data.

    abstract::A class-imbalanced classifier is a decision rule to predict the class membership of new samples from an available data set where the class sizes differ considerably. When the class sizes are very different, most standard classification algorithms may favor the larger (majority) class resulting in poor accuracy in the ...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章,评审

    doi:10.1093/bib/bbs006

    authors: Lin WJ,Chen JJ

    更新日期:2013-01-01 00:00:00

  • DeepAtomicCharge: a new graph convolutional network-based architecture for accurate prediction of atomic charges.

    abstract::Atomic charges play a very important role in drug-target recognition. However, computation of atomic charges with high-level quantum mechanics (QM) calculations is very time-consuming. A number of machine learning (ML)-based atomic charge prediction methods have been proposed to speed up the calculation of high-accura...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章

    doi:10.1093/bib/bbaa183

    authors: Wang J,Cao D,Tang C,Xu L,He Q,Yang B,Chen X,Sun H,Hou T

    更新日期:2020-08-25 00:00:00

  • HITS-PR-HHblits: protein remote homology detection by combining PageRank and Hyperlink-Induced Topic Search.

    abstract::As one of the most important fundamental problems in protein sequence analysis, protein remote homology detection is critical for both theoretical research (protein structure and function studies) and real world applications (drug design). Although several computational predictors have been proposed, their detection p...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章

    doi:10.1093/bib/bby104

    authors: Liu B,Jiang S,Zou Q

    更新日期:2018-11-07 00:00:00

  • The GTPB training programme in Portugal.

    abstract::The Gulbenkian Training Programme in Bioinformatics has been offering hands-on training courses in Oeiras, PT for more than a decade. This article is a review of its functional organization and evolution. We aim to share our experience with people considering setting-up similar training facilities elsewhere. More than...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章

    doi:10.1093/bib/bbq063

    authors: Fernandes PL

    更新日期:2010-11-01 00:00:00

  • Bioinformatics approaches for genomics and post genomics applications of next-generation sequencing.

    abstract::Technical advances such as the development of molecular cloning, Sanger sequencing, PCR and oligonucleotide microarrays are key to our current capacity to sequence, annotate and study complete organismal genomes. Recent years have seen the development of a variety of so-called 'next-generation' sequencing platforms, w...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章,评审

    doi:10.1093/bib/bbp046

    authors: Horner DS,Pavesi G,Castrignanò T,De Meo PD,Liuni S,Sammeth M,Picardi E,Pesole G

    更新日期:2010-03-01 00:00:00

  • The Beta Workbench: a computational tool to study the dynamics of biological systems.

    abstract::We introduce the Beta Workbench (BWB), a scalable tool built on top of the newly defined BlenX language to model, simulate and analyse biological systems. We show the features and the incremental modelling process supported by the BWB on a running example based on the mitogen-activated kinase pathway. Finally, we prov...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章

    doi:10.1093/bib/bbn023

    authors: Dematté L,Priami C,Romanel A

    更新日期:2008-09-01 00:00:00

  • Methods and resources to access mutation-dependent effects on cancer drug treatment.

    abstract::In clinical cancer treatment, genomic alterations would often affect the response of patients to anticancer drugs. Studies have shown that molecular features of tumors could be biomarkers predictive of sensitivity or resistance to anticancer agents, but the identification of actionable mutations are often constrained ...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章

    doi:10.1093/bib/bbz109

    authors: Yao H,Liang Q,Qian X,Wang J,Sham PC,Li MJ

    更新日期:2020-12-01 00:00:00

  • GenoPheno: cataloging large-scale phenotypic and next-generation sequencing data within human datasets.

    abstract::Precision medicine promises to revolutionize treatment, shifting therapeutic approaches from the classical one-size-fits-all to those more tailored to the patient's individual genomic profile, lifestyle and environmental exposures. Yet, to advance precision medicine's main objective-ensuring the optimum diagnosis, tre...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章

    doi:10.1093/bib/bbaa033

    authors: Gutiérrez-Sacristán A,De Niz C,Kothari C,Kong SW,Mandl KD,Avillach P

    更新日期:2021-01-18 00:00:00

  • Conceptual framework and pilot study to benchmark phylogenomic databases based on reference gene trees.

    abstract::Phylogenomic databases provide orthology predictions for species with fully sequenced genomes. Although the goal seems well-defined, the content of these databases differs greatly. Seven ortholog databases (Ensembl Compara, eggNOG, HOGENOM, InParanoid, OMA, OrthoDB, Panther) were compared on the basis of reference tre...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章

    doi:10.1093/bib/bbr034

    authors: Boeckmann B,Robinson-Rechavi M,Xenarios I,Dessimoz C

    更新日期:2011-09-01 00:00:00

  • A network-based algorithm for the identification of moonlighting noncoding RNAs and its application in sepsis.

    abstract::Moonlighting proteins provide more options for cells to execute multiple functions without increasing the genome and transcriptome complexity. Although there have long been calls for computational methods for the prediction of moonlighting proteins, no method has been designed for determining moonlighting long noncodi...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章

    doi:10.1093/bib/bbz154

    authors: Liu X,Xu Y,Wang R,Liu S,Wang J,Luo Y,Leung KS,Cheng L

    更新日期:2021-01-18 00:00:00

  • Computational methods for Gene Orthology inference.

    abstract::Accurate inference of orthologous genes is a pre-requisite for most comparative genomics studies, and is also important for functional annotation of new genomes. Identification of orthologous gene sets typically involves phylogenetic tree analysis, heuristic algorithms based on sequence conservation, synteny analysis,...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章

    doi:10.1093/bib/bbr030

    authors: Kristensen DM,Wolf YI,Mushegian AR,Koonin EV

    更新日期:2011-09-01 00:00:00

  • Towards a comprehensive picture of the genetic landscape of complex traits.

    abstract::The formation of phenotypic traits, such as biomass production, tumor volume and viral abundance, undergoes a complex process in which interactions between genes and developmental stimuli take place at each level of biological organization from cells to organisms. Traditional studies emphasize the impact of genes by d...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章

    doi:10.1093/bib/bbs049

    authors: Wang Z,Wang Y,Wang N,Wang J,Wang Z,Vallejos CE,Wu R

    更新日期:2014-01-01 00:00:00

  • Methodological aspects of whole-genome bisulfite sequencing analysis.

    abstract::The combination of DNA bisulfite treatment with high-throughput sequencing technologies has enabled investigation of genome-wide DNA methylation beyond CpG sites and CpG islands. These technologies have opened new avenues to understand the interplay between epigenetic events, chromatin plasticity and gene regulation. ...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章,评审

    doi:10.1093/bib/bbu016

    authors: Adusumalli S,Mohd Omar MF,Soong R,Benoukraf T

    更新日期:2015-05-01 00:00:00

  • Comparison and integration of computational methods for deleterious synonymous mutation prediction.

    abstract::Synonymous mutations do not change the encoded amino acids but may alter the structure or function of an mRNA in ways that impact gene function. Advances in next generation sequencing technologies have detected numerous synonymous mutations in the human genome. Several computational models have been proposed to predic...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章

    doi:10.1093/bib/bbz047

    authors: Cheng N,Li M,Zhao L,Zhang B,Yang Y,Zheng CH,Xia J

    更新日期:2020-05-21 00:00:00

  • Probe mapping across multiple microarray platforms.

    abstract::Access to gene expression data has become increasingly common in recent years; however, analysis has become more difficult as it is often desirable to integrate data from different platforms. Probe mapping across microarray platforms is the first and most crucial step for data integration. In this article, we systemat...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章

    doi:10.1093/bib/bbr076

    authors: Allen JD,Wang S,Chen M,Girard L,Minna JD,Xie Y,Xiao G

    更新日期:2012-09-01 00:00:00

  • LiBis: an ultrasensitive alignment augmentation for low-input bisulfite sequencing.

    abstract::The cell-free DNA (cfDNA) methylation profile in liquid biopsy has been utilized to diagnose early-stage disease and estimate therapy response. However, typical clinical procedures are capable of purifying only very small amounts of cfDNA. Whole-genome bisulfite sequencing (WGBS) is the gold standard for measuring DNA...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章

    doi:10.1093/bib/bbaa332

    authors: Yin Y,Li J,Li J,Lee M,Zhao S,Guo L,Li J,Zhang M,Huang Y,Li XN,Deng Z,Sun D

    更新日期:2020-12-15 00:00:00

  • Detection of drug-drug interactions through data mining studies using clinical sources, scientific literature and social media.

    abstract::Drug-drug interactions (DDIs) constitute an important concern in drug development and postmarketing pharmacovigilance. They are considered the cause of many adverse drug effects exposing patients to higher risks and increasing public health system costs. Methods to follow-up and discover possible DDIs causing harm to ...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章,评审

    doi:10.1093/bib/bbx010

    authors: Vilar S,Friedman C,Hripcsak G

    更新日期:2018-09-28 00:00:00

  • Optimizing drug development in oncology by clinical trial simulation: Why and how?

    abstract::In therapeutic research, the safety and efficacy of pharmaceutical products are necessarily tested on humans via clinical trials after an extensive and expensive preclinical development period. Methodologies such as computer modeling and clinical trial simulation (CTS) might represent a valuable option to reduce anima...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章,评审

    doi:10.1093/bib/bbx055

    authors: Gal J,Milano G,Ferrero JM,Saâda-Bouzid E,Viotti J,Chabaud S,Gougis P,Le Tourneau C,Schiappa R,Paquet A,Chamorey E

    更新日期:2018-11-27 00:00:00

  • A brief history of bioinformatics.

    abstract::It is easy for today's students and researchers to believe that modern bioinformatics emerged recently to assist next-generation sequencing data analysis. However, the very beginnings of bioinformatics occurred more than 50 years ago, when desktop computers were still a hypothesis and DNA could not yet be sequenced. T...

    journal_title:Briefings in bioinformatics

    pub_type: 历史文章,杂志文章,评审

    doi:10.1093/bib/bby063

    authors: Gauthier J,Vincent AT,Charette SJ,Derome N

    更新日期:2019-11-27 00:00:00

  • Benchmarking computational tools for polymorphic transposable element detection.

    abstract::Transposable elements (TEs) are an important source of human genetic variation with demonstrable effects on phenotype. Recently, a number of computational methods for the detection of polymorphic TE (polyTE) insertion sites from next-generation sequence data have been developed. The use of such tools will become incre...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章

    doi:10.1093/bib/bbw072

    authors: Rishishwar L,Mariño-Ramírez L,Jordan IK

    更新日期:2017-11-01 00:00:00

  • Survey of miRNA-miRNA cooperative regulation principles across cancer types.

    abstract::Cooperative regulation among multiple microRNAs (miRNAs) is a complex type of posttranscriptional regulation in human; however, the global view of the system-level regulatory principles across cancers is still unclear. Here, we investigated miRNA-miRNA cooperative regulatory landscape across 18 cancer types and summar...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章,评审

    doi:10.1093/bib/bby038

    authors: Shao T,Wang G,Chen H,Xie Y,Jin X,Bai J,Xu J,Li X,Huang J,Jin Y,Li Y

    更新日期:2019-09-27 00:00:00

  • Normalization and quantification of differential expression in gene expression microarrays.

    abstract::Array-based gene expression studies frequently serve to identify genes that are expressed differently under two or more conditions. The actual analysis of the data, however, may be hampered by a number of technical and statistical problems. Possible remedies on the level of computational analysis lie in appropriate pr...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章,评审

    doi:10.1093/bib/bbl002

    authors: Steinhoff C,Vingron M

    更新日期:2006-06-01 00:00:00

  • Extended application of genomic selection to screen multiomics data for prognostic signatures of prostate cancer.

    abstract::Prognostic tests using expression profiles of several dozen genes help provide treatment choices for prostate cancer (PCa). However, these tests require improvement to meet the clinical need for resolving overtreatment, which continues to be a pervasive problem in PCa management. Genomic selection (GS) methodology, wh...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章

    doi:10.1093/bib/bbaa197

    authors: Li R,Wang S,Cui Y,Qu H,Chater JM,Zhang L,Wei J,Wang M,Xu Y,Yu L,Lu J,Feng Y,Zhou R,Huang Y,Ma R,Zhu J,Zhong W,Jia Z

    更新日期:2020-09-08 00:00:00

  • SurvivalMeth: a web server to investigate the effect of DNA methylation-related functional elements on prognosis.

    abstract::Aberrant DNA methylation is a fundamental characterization of epigenetics for carcinogenesis. Abnormality of DNA methylation-related functional elements (DMFEs) may lead to dysfunction of regulatory genes in the progression of cancers, contributing to prognosis of many cancers. There is an urgent need to construct a t...

    journal_title:Briefings in bioinformatics

    pub_type: 杂志文章

    doi:10.1093/bib/bbaa162

    authors: Zhang C,Zhao N,Zhang X,Xiao J,Li J,Lv D,Zhou W,Li Y,Xu J,Li X

    更新日期:2020-08-11 00:00:00