Comparative study of computational methods to detect the correlated reaction sets in biochemical networks.

abstract：OBJECTIVE:Development of novel informatics methods focused on improving pregnancy outcomes remains an active area of research. The purpose of this study is to systematically review the ways that artificial intelligence (AI) and machine learning (ML), including deep learning (DL), methodologies can inform patient care d...

journal_title：Briefings in bioinformatics

authors： Davidson L,Boland MR

更新日期：2021-01-06 00:00:00

abstract：:The use of microarray technology to measure gene expression on a genome-wide scale has been well established for more than a decade. Methods to process and analyse the vast quantity of expression data generated by a typical microarray experiment are similarly well-established. The Affymetrix Exon 1.0 ST array is a rel...

journal_title：Briefings in bioinformatics

authors： Lockstone HE

更新日期：2011-11-01 00:00:00

abstract：:Short tandem repeats are highly polymorphic and associated with a wide range of phenotypic variation, some of which cause neurodegenerative disease in humans. With advances in high-throughput sequencing technologies, there are novel opportunities to study genetic variation. While available sequencing technologies and ...

journal_title：Briefings in bioinformatics

authors： Cao MD,Balasubramanian S,Bodén M

更新日期：2015-03-01 00:00:00

abstract：:Despite The Central Dogma states the destiny of gene as 'DNA makes RNA and RNA makes protein', the nucleic acids not only store and transmit genetic information but also, surprisingly, join in intracellular vital movement as a regulator of gene expression. Bioinformatics has contributed to knowledge for a series of em...

journal_title：Briefings in bioinformatics

authors： Zhang S,Zhou Y,Wang Y,Wang Z,Xiao Q,Zhang Y,Lou Y,Qiu Y,Zhu F

更新日期：2020-04-06 00:00:00

abstract：:Phenotypes have gained increased notoriety in the clinical and biological domain owing to their application in numerous areas such as the discovery of disease genes and drug targets, phylogenetics and pharmacogenomics. Phenotypes, defined as observable characteristics of organisms, can be seen as one of the bridges th...

journal_title：Briefings in bioinformatics

authors： Oellrich A,Collier N,Groza T,Rebholz-Schuhmann D,Shah N,Bodenreider O,Boland MR,Georgiev I,Liu H,Livingston K,Luna A,Mallon AM,Manda P,Robinson PN,Rustici G,Simon M,Wang L,Winnenburg R,Dumontier M

更新日期：2016-09-01 00:00:00

abstract：:The iteratively reweighted least square (IRLS) method is mostly identical to maximum likelihood (ML) method in terms of parameter estimation and power of quantitative trait locus (QTL) detection. But the IRLS is greatly superior to ML in terms of computing speed and the robustness of parameter estimation. In conjuncti...

journal_title：Briefings in bioinformatics

authors： Liu Y,Yang T,Li H,Yang R

更新日期：2014-01-01 00:00:00

abstract：:The so-called 'omics' approaches used in modern biology aim at massively characterizing the molecular repertories of living systems at different levels. Metabolomics is one of the last additions to the 'omics' family and it deals with the characterization of the set of metabolites in a given biological system. As meta...

journal_title：Briefings in bioinformatics

authors： Chagoyen M,Pazos F

更新日期：2013-11-01 00:00:00

abstract：:The use of multiple testing procedures in the context of gene-set testing is an important but relatively underexposed topic. If a multiple testing method is used, this is usually a standard familywise error rate (FWER) or false discovery rate (FDR) controlling procedure in which the logical relationships that exist be...

journal_title：Briefings in bioinformatics

authors： Meijer RJ,Goeman JJ

更新日期：2016-09-01 00:00:00

abstract：:While leading to millions of people's deaths every year the treatment of viral infectious diseases remains a huge public health challenge.Therefore, an in-depth understanding of human-virus protein-protein interactions (PPIs) as the molecular interface between a virus and its host cell is of paramount importance to ob...

journal_title：Briefings in bioinformatics

authors： Yang X,Lian X,Fu C,Wuchty S,Yang S,Zhang Z

更新日期：2021-01-30 00:00:00

abstract：:Ontologies are now pervasive in biomedicine, where they serve as a means to standardize terminology, to enable access to domain knowledge, to verify data consistency and to facilitate integrative analyses over heterogeneous biomedical data. For this purpose, research on biomedical ontologies applies theories and metho...

journal_title：Briefings in bioinformatics

authors： Hoehndorf R,Dumontier M,Gkoutos GV

更新日期：2013-11-01 00:00:00

abstract：:A proliferation of chemical, reaction and enzyme databases, new computational methods and software tools for data-driven rational biosynthesis design have emerged in recent years. With the coming of the era of big data, particularly in the bio-medical field, data-driven rational biosynthesis design could potentially b...

journal_title：Briefings in bioinformatics

authors： Chen F,Yuan L,Ding S,Tian Y,Hu QN

更新日期：2020-07-15 00:00:00

abstract：:Since the small RNA-sequencing (sRNA-seq) technology became available, it allowed the discovery of thousands new microRNAs (miRNAs) in humans and many other species, providing new data on these small RNAs (sRNAs) of high biological and translational relevance. MiRNA discovery has not yet reached saturation, even in th...

journal_title：Briefings in bioinformatics

authors： Bortolomeazzi M,Gaffo E,Bortoluzzi S

更新日期：2019-05-21 00:00:00

abstract：:Cell lines are widely used as in vitro models of tumorigenesis. However, an increasing number of researchers have found that cell lines differ from their sourced tumour samples after long-term cell culture. The application of unsuitable cell lines in experiments will affect the experimental accuracy and the treatment ...

journal_title：Briefings in bioinformatics

authors： Zhao N,Liu Y,Wei Y,Yan Z,Zhang Q,Wu C,Chang Z,Xu Y

更新日期：2017-05-01 00:00:00

abstract：:In early January 2020, the novel coronavirus (SARS-CoV-2) responsible for a pneumonia outbreak in Wuhan, China, was identified using next-generation sequencing (NGS) and readily available bioinformatics pipelines. In addition to virus discovery, these NGS technologies and bioinformatics resources are currently being e...

journal_title：Briefings in bioinformatics

authors： Hu T,Li J,Zhou H,Li C,Holmes EC,Shi W

更新日期：2021-01-08 00:00:00

abstract：:With the increasing recognition of its role in trait and disease development, it is crucial to account for genetic imprinting to illustrate the genetic architecture of complex traits. Genetic mapping can be innovated to test and estimate effects of genetic imprinting in a segregating population derived from experiment...

journal_title：Briefings in bioinformatics

authors： Sun L,Zhu X,Bo W,Xu F,Cheng T,Zhang Q,Wu R

更新日期：2015-05-01 00:00:00

abstract：:While elementary flux mode (EFM) analysis is now recognized as a cornerstone computational technique for cellular pathway analysis and engineering, EFM application to genome-scale models remains computationally prohibitive. This article provides a review of aspects of EFM computation that elucidates bottlenecks in sca...

journal_title：Briefings in bioinformatics

authors： Ullah E,Yosafshahi M,Hassoun S

更新日期：2020-12-01 00:00:00

abstract：:microRNAs (miRNAs) are small endogenous non-coding RNAs that function as the universal specificity factors in post-transcriptional gene silencing. Discovering miRNAs, identifying their targets and further inferring miRNA functions have been a critical strategy for understanding normal biological processes of miRNAs an...

journal_title：Briefings in bioinformatics

authors： Liu B,Li J,Cairns MJ

更新日期：2014-01-01 00:00:00

abstract：:Computational biology is essential in the process of translating biological knowledge into clinical practice, as well as in the understanding of biological phenomena based on the resources and technologies originating from the clinical environment. One such key contribution of computational biology is the discovery of...

journal_title：Briefings in bioinformatics

authors： Azuaje F,Devaux Y,Wagner D

更新日期：2009-07-01 00:00:00

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

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

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

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

更新日期：2004-09-01 00:00:00

abstract：:Since the 1st discovery of transcriptional enhancers in 1981, their textbook definition has remained largely unchanged in the past 37 years. With the emergence of high-throughput assays and genome editing, which are switching the paradigm from bottom-up discovery and testing of individual enhancers to top-down profili...

journal_title：Briefings in bioinformatics

authors： Ho EY,Cao Q,Gu M,Chan RW,Wu Q,Gerstein M,Yip KY

更新日期：2020-05-21 00:00:00

abstract：:We discuss and review different ways to map cellular components and their temporal interaction with other such components to different non-spatially explicit mathematical models. The essential choices made in the literature are between discrete and continuous state spaces, between rule and event-based state updates an...

journal_title：Briefings in bioinformatics

authors： Kirkilionis M

更新日期：2010-01-01 00:00:00

abstract：:Identification of new drug-target interactions (DTIs) is an important but a time-consuming and costly step in drug discovery. In recent years, to mitigate these drawbacks, researchers have sought to identify DTIs using computational approaches. However, most existing methods construct drug networks and target networks...

journal_title：Briefings in bioinformatics

authors： Zhao T,Hu Y,Valsdottir LR,Zang T,Peng J

更新日期：2020-05-04 00:00:00

abstract：:Dissecting the genetic mechanism underlying a complex disease hinges on discovering gene-environment interactions (GXE). However, detecting GXE is a challenging problem especially when the genetic variants under study are rare. Haplotype-based tests have several advantages over the so-called collapsing tests for detec...

journal_title：Briefings in bioinformatics

authors： Papachristou C,Biswas S

更新日期：2020-05-21 00:00:00

abstract：:The modelling of biological systems is accompanied with epistemic uncertainties that range from structural uncertainty to parametric uncertainty due to such limitations as insufficient understanding of the underlying mechanism and incomplete measurement data of a system. Fuzzy logic approaches such as fuzzy Petri nets...

journal_title：Briefings in bioinformatics

authors： Liu F,Heiner M,Gilbert D

更新日期：2018-12-27 00:00:00

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

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

更新日期：2011-09-01 00:00:00

abstract：:Systems pharmacology is an emerging field that integrates systems biology and pharmacology to advance the process of drug discovery, development and the understanding of therapeutic mechanisms. The aim of the present work is to highlight the role that the systems pharmacology plays across the traditional herbal medici...

journal_title：Briefings in bioinformatics

authors： Huang C,Zheng C,Li Y,Wang Y,Lu A,Yang L

更新日期：2014-09-01 00:00:00

abstract：:Molecular interrogation of a biological sample through DNA sequencing, RNA and microRNA profiling, proteomics and other assays, has the potential to provide a systems level approach to predicting treatment response and disease progression, and to developing precision therapies. Large publicly funded projects have gene...

journal_title：Briefings in bioinformatics

authors： Kannan L,Ramos M,Re A,El-Hachem N,Safikhani Z,Gendoo DM,Davis S,Gomez-Cabrero D,Castelo R,Hansen KD,Carey VJ,Morgan M,Culhane AC,Haibe-Kains B,Waldron L

更新日期：2016-07-01 00:00:00

abstract：:Biological knowledge can be inferred from three major levels of information: molecules, organisms and ecologies. Bioinformatics is an established field that has made significant advances in the development of systems and techniques to organize contemporary molecular data; biodiversity informatics is an emerging discip...

journal_title：Briefings in bioinformatics

authors： Sarkar IN

更新日期：2007-09-01 00:00:00

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

authors： Lin WJ,Chen JJ

更新日期：2013-01-01 00:00:00