Systematic integration of RNA-Seq statistical algorithms for accurate detection of differential gene expression patterns.

Abstract:

:RNA-Seq is gradually becoming the standard tool for transcriptomic expression studies in biological research. Although considerable progress has been recorded in the development of statistical algorithms for the detection of differentially expressed genes using RNA-Seq data, the list of detected genes can differ significantly between algorithms. We present a new method (PANDORA) that combines multiple algorithms toward a summarized result, more efficiently reflecting true experimental outcomes. This is achieved through the systematic combination of several analysis algorithms, by weighting their outcomes according to their performance with realistically simulated data sets generated from real data. Results supported by the analysis of both simulated and real data from different organisms as well as correlation with PolII occupancy demonstrate that PANDORA improves the detection of differential expression. It accomplishes this by optimizing the tradeoff between standard performance measurements, such as precision and sensitivity.

journal_name

Nucleic Acids Res

journal_title

Nucleic acids research

authors

Moulos P,Hatzis P

doi

10.1093/nar/gku1273

subject

Has Abstract

pub_date

2015-02-27 00:00:00

pages

e25

issue

4

eissn

0305-1048

issn

1362-4962

pii

gku1273

journal_volume

43

pub_type

杂志文章
  • INTERSPIA: a web application for exploring the dynamics of protein-protein interactions among multiple species.

    abstract::Proteins perform biological functions through cascading interactions with each other by forming protein complexes. As a result, interactions among proteins, called protein-protein interactions (PPIs) are not completely free from selection constraint during evolution. Therefore, the identification and analysis of PPI c...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/gky378

    authors: Kwon D,Lee D,Kim J,Lee J,Sim M,Kim J

    更新日期:2018-07-02 00:00:00

  • The microRNA Registry.

    abstract::The miRNA Registry provides a service for the assignment of miRNA gene names prior to publication. A comprehensive and searchable database of published miRNA sequences is accessible via a web interface (http://www.sanger.ac.uk/Software/Rfam/mirna/), and all sequence and annotation data are freely available for downloa...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/gkh023

    authors: Griffiths-Jones S

    更新日期:2004-01-01 00:00:00

  • The distribution of active RNA polymerase II along the transcribed region is gene-specific and controlled by elongation factors.

    abstract::In order to study the intragenic profiles of active transcription, we determined the relative levels of active RNA polymerase II present at the 3'- and 5'-ends of 261 yeast genes by run-on. The results obtained indicate that the 3'/5' run-on ratio varies among the genes studied by over 12 log(2) units. This ratio seem...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/gkq215

    authors: Rodríguez-Gil A,García-Martínez J,Pelechano V,Muñoz-Centeno Mde L,Geli V,Pérez-Ortín JE,Chávez S

    更新日期:2010-08-01 00:00:00

  • ASD: the Alternative Splicing Database.

    abstract::Alternative splicing is widespread in mammalian gene expression, and variant splice patterns are often specific to different stages of development, particular tissues or a disease state. There is a need to systematically collect data on alternatively spliced exons, introns and splice isoforms, and to annotate this dat...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/gkh030

    authors: Thanaraj TA,Stamm S,Clark F,Riethoven JJ,Le Texier V,Muilu J

    更新日期:2004-01-01 00:00:00

  • PlantPAN 2.0: an update of plant promoter analysis navigator for reconstructing transcriptional regulatory networks in plants.

    abstract::Transcription factors (TFs) are sequence-specific DNA-binding proteins acting as critical regulators of gene expression. The Plant Promoter Analysis Navigator (PlantPAN; http://PlantPAN2.itps.ncku.edu.tw) provides an informative resource for detecting transcription factor binding sites (TFBSs), corresponding TFs, and ...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/gkv1035

    authors: Chow CN,Zheng HQ,Wu NY,Chien CH,Huang HD,Lee TY,Chiang-Hsieh YF,Hou PF,Yang TY,Chang WC

    更新日期:2016-01-04 00:00:00

  • GenBank: update.

    abstract::GenBank is a comprehensive database that contains publicly available DNA sequences for more than 140 000 named organisms, obtained primarily through submissions from individual laboratories and batch submissions from large-scale sequencing projects. Most submissions are made using the BankIt (web) or Sequin program an...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/gkh045

    authors: Benson DA,Karsch-Mizrachi I,Lipman DJ,Ostell J,Wheeler DL

    更新日期:2004-01-01 00:00:00

  • The DEAD box RNA helicase family in Arabidopsis thaliana.

    abstract::The numerous genomic sequences and ESTs released by the Arabidopsis thaliana Genome Initiative (AGI) have allowed a systematic and functional study of the DEAD box RNA helicase family. Sequencing and in silico analysis led to the characterization of 28 novel A. thaliana DEAD box RNA helicases forming a family of 32 me...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/27.2.628

    authors: Aubourg S,Kreis M,Lecharny A

    更新日期:1999-01-15 00:00:00

  • Repair of DNA strand gaps and nicks containing 3'-phosphate and 5'-hydroxyl termini by purified mammalian enzymes.

    abstract::A putative role for mammalian polynucleotide kinases that possess both 5'-phosphotransferase and 3'-phosphatase activity is the restoration of DNA strand breaks with 5'-hydroxyl termini or 3'-phosphate termini, or both, to a form that supports the subsequent action of DNA repair polymerases and DNA ligases, i.e. 5'-ph...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/26.19.4395

    authors: Karimi-Busheri F,Lee J,Tomkinson AE,Weinfeld M

    更新日期:1998-10-01 00:00:00

  • Unexpected A-form formation of 4'-thioDNA in solution, revealed by NMR, and the implications as to the mechanism of nuclease resistance.

    abstract::Fully modified 4'-thioDNA, an oligonucleotide only comprising 2'-deoxy-4'-thionucleosides, exhibited resistance to an endonuclease, in addition to preferable hybridization with RNA. Therefore, 4'-thioDNA is promising for application as a functional oligonucleotide. Fully modified 4'-thioDNA was found to behave like an...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/gkn011

    authors: Matsugami A,Ohyama T,Inada M,Inoue N,Minakawa N,Matsuda A,Katahira M

    更新日期:2008-04-01 00:00:00

  • Alterations in lysine transfer RNA during erythroid differentiation of the Friend cell.

    abstract::The proportion of lysine tRNA represented by the isoacceptor species lysine tRNA4 has previously been shown to be largest in cells with the greatest ability to proliferate. Using reverse phase chromatography (RPC-5), we have analyzed the changes in the relative quantities of lysine tRNA species which occur in differen...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/5.3.851

    authors: Kleiman L,Woodward-Jack J,Cedergren RJ,Dion R

    更新日期:1978-03-01 00:00:00

  • Site-specific mutagenesis by triple helix-forming oligonucleotides containing a reactive nucleoside analog.

    abstract::The specific recognition of homopurine-homo pyrimidine regions in duplex DNA by triplex-forming oligonucleotides (TFOs) provides an attractive strategy for genetic manipulation. Alkylation of nucleobases with functionalized TFOs would have the potential for site-directed mutagenesis. Recently, we demonstrated that a T...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/gng031

    authors: Nagatsugi F,Sasaki S,Miller PS,Seidman MM

    更新日期:2003-03-15 00:00:00

  • Tissue-dependent paired expression of miRNAs.

    abstract::It is believed that depending on the thermodynamic stability of the 5'-strand and the 3'-strand in the stem-loop structure of a precursor microRNA (pre-miRNA), cells preferentially select the less stable one (called the miRNA or guide strand) and destroy the other one (called the miRNA* or passenger strand). However, ...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/gkm641

    authors: Ro S,Park C,Young D,Sanders KM,Yan W

    更新日期:2007-01-01 00:00:00

  • E1A represses apolipoprotein AI enhancer activity in liver cells through a pRb- and CBP-independent pathway.

    abstract::The apolipoprotein AI (apoAI) promoter/enhancer contains multiple cis -acting elements on which a variety of hepatocyte-enriched and ubiquitous transcription factors function synergistically to regulate liver-specific transcription. Adenovirus E1A proteins repress tissue-specific gene expression and disrupt the differ...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/26.7.1761

    authors: Kilbourne EJ,Evans MJ,Karathanasis SK

    更新日期:1998-04-01 00:00:00

  • Next-generation insights into regulatory T cells: expression profiling and FoxP3 occupancy in Human.

    abstract::Regulatory T-cells (Treg) play an essential role in the negative regulation of immune answers by developing an attenuated cytokine response that allows suppressing proliferation and effector function of T-cells (CD4(+) Th). The transcription factor FoxP3 is responsible for the regulation of many genes involved in the ...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/gkr444

    authors: Birzele F,Fauti T,Stahl H,Lenter MC,Simon E,Knebel D,Weith A,Hildebrandt T,Mennerich D

    更新日期:2011-10-01 00:00:00

  • ZFP57 maintains the parent-of-origin-specific expression of the imprinted genes and differentially affects non-imprinted targets in mouse embryonic stem cells.

    abstract::ZFP57 is necessary for maintaining repressive epigenetic modifications at Imprinting control regions (ICRs). In mouse embryonic stem cells (ESCs), ZFP57 binds ICRs (ICRBS) and many other loci (non-ICRBS). To address the role of ZFP57 on all its target sites, we performed high-throughput and multi-locus analyses of inb...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/gkw505

    authors: Riso V,Cammisa M,Kukreja H,Anvar Z,Verde G,Sparago A,Acurzio B,Lad S,Lonardo E,Sankar A,Helin K,Feil R,Fico A,Angelini C,Grimaldi G,Riccio A

    更新日期:2016-09-30 00:00:00

  • Gene expression atlas at the European bioinformatics institute.

    abstract::The Gene Expression Atlas (http://www.ebi.ac.uk/gxa) is an added-value database providing information about gene expression in different cell types, organism parts, developmental stages, disease states, sample treatments and other biological/experimental conditions. The content of this database derives from curation, ...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/gkp936

    authors: Kapushesky M,Emam I,Holloway E,Kurnosov P,Zorin A,Malone J,Rustici G,Williams E,Parkinson H,Brazma A

    更新日期:2010-01-01 00:00:00

  • Methylation by a mutant T2 DNA [N(6)-adenine] methyltransferase expands the usage of RecA-assisted endonuclease (RARE) cleavage.

    abstract::Properties of a mutant bacteriophage T2 DNA [N:(6)-adenine] methyltransferase (T2 Dam MTase) have been investigated for its potential utilization in RecA-assisted restriction endonuclease (RARE) cleavage. Steady-state kinetic analyses with oligonucleotide duplexes revealed that, compared to wild-type T4 Dam, both wild...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/29.7.1484

    authors: Minko I,Hattman S,Lloyd RS,Kossykh V

    更新日期:2001-04-01 00:00:00

  • DNA topology of the ordered chromatin domain 5' to the human c-myc gene.

    abstract::DNA restriction fragments located 5' to the human c-myc gene display anomalous electrophoretic mobility on polyacrylamide gels. Computer modeling of the c-myc flanking DNA suggests that the slow-moving DNA fragments spanning nucleotides -1690 to -1054 (relative to c-myc promoter P1) and -718 to -452 form large left ha...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/17.7.2819

    authors: Kumar S,Leffak M

    更新日期:1989-04-11 00:00:00

  • Discovery of new genes and deletion editing in Physarum mitochondria enabled by a novel algorithm for finding edited mRNAs.

    abstract::Gene finding is complicated in organisms that exhibit insertional RNA editing. Here, we demonstrate how our new algorithm Predictor of Insertional Editing (PIE) can be used to locate genes whose mRNAs are subjected to multiple frameshifting events, and extend the algorithm to include probabilistic predictions for site...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/gki820

    authors: Gott JM,Parimi N,Bundschuh R

    更新日期:2005-09-07 00:00:00

  • Multiple whole genome alignments and novel biomedical applications at the VISTA portal.

    abstract::The VISTA portal for comparative genomics is designed to give biomedical scientists a unified set of tools to lead them from the raw DNA sequences through the alignment and annotation to the visualization of the results. The VISTA portal also hosts the alignments of a number of genomes computed by our group, allowing ...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/gkm279

    authors: Brudno M,Poliakov A,Minovitsky S,Ratnere I,Dubchak I

    更新日期:2007-07-01 00:00:00

  • Structural insights into the substrate specificity of the endonuclease activity of the influenza virus cap-snatching mechanism.

    abstract::The endonuclease activity within the influenza virus cap-snatching process is a proven therapeutic target. The anti-influenza drug baloxavir is highly effective, but is associated with resistance mutations that threaten its clinical efficacy. The endonuclease resides within the N-terminal domain of the PA subunit (PAN...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/gkaa1294

    authors: Kumar G,Cuypers M,Webby RR,Webb TR,White SW

    更新日期:2021-01-19 00:00:00

  • Counterion distribution around DNA: variation with conformation and sequence.

    abstract::The three-dimensional Poisson-Boltzmann equation for the distribution of counterion charge density around double helical DNA has been solved by an iterative procedure. These computations have been performed for 0.01M monovalent salt solutions. A systematic study of the ten possible sequences found among adjacent nucle...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/14.3.1479

    authors: Pack GR,Wong L,Prasad CV

    更新日期:1986-02-11 00:00:00

  • Upstream box/TATA box order is the major determinant of the direction of transcription.

    abstract::Mammalian gene promoters for transcription by RNA polymerase II are typically organized in the following order: upstream sequence motif(s)/TATA box/initiation site. Here we report studies in which the order, orientation and DNA sequences of these three elements are varied to determine how these affect polarity of tran...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/19.24.6699

    authors: Xu LC,Thali M,Schaffner W

    更新日期:1991-12-25 00:00:00

  • Quantitative analysis of specific labelled RNA'S using DNA covalently linked to diazobenzyloxymethyl-paper.

    abstract::Substantial amounts of DNA (at least 25 microgram per cm2) can be stably bound to diazobenzyloxymethyl (DBM)-paper. Complementary RNA will hybridize to the DNA paper almost completely in 24 hours. Using several different conditions of hybridization and washing, the background of RNA bound non-specifically is very low ...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/6.1.195

    authors: Stark GR,Williams JG

    更新日期:1979-01-01 00:00:00

  • Pluralistic and stochastic gene regulation: examples, models and consistent theory.

    abstract::We present a theory of pluralistic and stochastic gene regulation. To bridge the gap between empirical studies and mathematical models, we integrate pre-existing observations with our meta-analyses of the ENCODE ChIP-Seq experiments. Earlier evidence includes fluctuations in levels, location, activity, and binding of ...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/gkw042

    authors: Salas EN,Shu J,Cserhati MF,Weeks DP,Ladunga I

    更新日期:2016-06-02 00:00:00

  • ZCURVE: a new system for recognizing protein-coding genes in bacterial and archaeal genomes.

    abstract::A new system, ZCURVE 1.0, for finding protein- coding genes in bacterial and archaeal genomes has been proposed. The current algorithm, which is based on the Z curve representation of the DNA sequences, lays stress on the global statistical features of protein-coding genes by taking the frequencies of bases at three c...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/gkg254

    authors: Guo FB,Ou HY,Zhang CT

    更新日期:2003-03-15 00:00:00

  • Infectious TYMV RNA from cloned cDNA: effects in vitro and in vivo of point substitutions in the initiation codons of two extensively overlapping ORFs.

    abstract::Full-length cDNA of the 6.3 kb turnip yellow mosaic virus (TYMV) genome was placed between a T7 promoter and a unique Hind III site. In vitro transcription of Hind III-linearized DNA of clone pTYMC yielded full-length RNA transcripts. In inoculations of Chinese cabbage protoplasts and plants, capped transcripts and vi...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/17.12.4675

    authors: Weiland JJ,Dreher TW

    更新日期:1989-06-26 00:00:00

  • In vitro selection to identify determinants in tRNA for Bacillus subtilis tyrS T box antiterminator mRNA binding.

    abstract::The T box transcription antitermination regulatory system, found in Gram-positive bacteria, is dependent on a complex set of interactions between uncharged tRNA and the 5'-untranslated mRNA leader region of the regulated gene. One of these interactions involves the base pairing of the acceptor end of cognate tRNA with...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/gki546

    authors: Fauzi H,Jack KD,Hines JV

    更新日期:2005-05-06 00:00:00

  • BRENDA, the enzyme database: updates and major new developments.

    abstract::BRENDA (BRaunschweig ENzyme DAtabase) represents a comprehensive collection of enzyme and metabolic information, based on primary literature. The database contains data from at least 83,000 different enzymes from 9800 different organisms, classified in approximately 4200 EC numbers. BRENDA includes biochemical and mol...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/gkh081

    authors: Schomburg I,Chang A,Ebeling C,Gremse M,Heldt C,Huhn G,Schomburg D

    更新日期:2004-01-01 00:00:00

  • Solution studies of the dimerization initiation site of HIV-1 genomic RNA.

    abstract::Dimerization of HIV-1 genomic RNA is an essential step of the viral cycle, initiated at a conserved stem-loop structure which forms a 'kissing complex' involving loop-loop interactions (dimerization initiation site, DIS). A 19mer RNA oligonucleotide (DIS-19) has been synthesized which forms a stable symmetrical dimer ...

    journal_title:Nucleic acids research

    pub_type: 杂志文章

    doi:10.1093/nar/26.15.3567

    authors: Dardel F,Marquet R,Ehresmann C,Ehresmann B,Blanquet S

    更新日期:1998-08-01 00:00:00