Towards deep phenotyping pregnancy: a systematic review on artificial intelligence and machine learning methods to improve pregnancy outcomes.

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：: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

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

更新日期：2015-05-01 00:00:00

abstract：:Information Integrator is an extension to IBM's relational database DB2, which uses data federation to provide benefits to molecular biology researchers through two unique capabilities: increased flexibility in combining data from disparate sources, and SQL access to non-SQL data, easing the task of automating data an...

journal_title：Briefings in bioinformatics

authors： Arenson AD

更新日期：2003-12-01 00:00:00

abstract：:Computational detection methods have been widely used in studies on the biogenesis and the function of circular RNAs (circRNAs). However, all of the existing tools showed disadvantages on certain aspects of circRNA detection. Here, we propose an improved multithreading detection tool, CIRI2, which used an adapted maxi...

journal_title：Briefings in bioinformatics

authors： Gao Y,Zhang J,Zhao F

更新日期：2018-09-28 00:00:00

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

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

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

authors： Dayem Ullah AZ,Lemoine NR,Chelala C

更新日期：2013-07-01 00:00:00

abstract：:SARS-CoV-2 is an intensively investigated virus from the order Nidovirales (Coronaviridae family) that causes COVID-19 disease in humans. Through enormous scientific effort, thousands of viral strains have been sequenced to date, thereby creating a strong background for deep bioinformatics studies of the SARS-CoV-2 ge...

journal_title：Briefings in bioinformatics

authors： Goswami P,Bartas M,Lexa M,Bohálová N,Volná A,Červeň J,Červeňová V,Pečinka P,Špunda V,Fojta M,Brázda V

更新日期：2020-12-21 00:00:00

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

authors： Dematté L,Priami C,Romanel A

更新日期：2008-09-01 00:00:00

abstract：MOTIVATION:The functional changes of the genes, RNAs and proteins will eventually be reflected in the metabolic level. Increasing number of researchers have researched mechanism, biomarkers and targeted drugs by metabolites. However, compared with our knowledge about genes, RNAs, and proteins, we still know few about d...

journal_title：Briefings in bioinformatics

authors： Zhao T,Hu Y,Cheng L

更新日期：2020-10-13 00:00:00

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

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

更新日期：2019-11-27 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：:Protein remote homology detection is one of the most fundamental and central problems for the studies of protein structures and functions, aiming to detect the distantly evolutionary relationships among proteins via computational methods. During the past decades, many computational approaches have been proposed to sol...

journal_title：Briefings in bioinformatics

authors： Chen J,Guo M,Wang X,Liu B

更新日期：2018-03-01 00:00:00

abstract：:Next generation sequencers have greatly improved our ability to mine polymorphisms and mutations out of entire (or portions of) genomes. The reliability of their outputs, though, showed to be very related to the sequencing chemistry and to deeply affect the quality of the downstream analyses. We focus here on the two-...

journal_title：Briefings in bioinformatics

authors： Castellana S,Romani M,Valente EM,Mazza T

更新日期：2013-11-01 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：:RNA structures are widely distributed across all life forms. The global conformation of these structures is defined by a variety of constituent structural units such as helices, hairpin loops, kissing-loop motifs and pseudoknots, which often behave in a modular way. Their ubiquitous distribution is associated with a v...

journal_title：Briefings in bioinformatics

authors： Gupta A,Bansal M

更新日期：2020-07-15 00:00:00

abstract：:Integrative analyses of genomic, epigenomic and transcriptomic features for human and various model organisms have revealed that many such features are nonrandomly distributed in the genome. Significant enrichment (or depletion) of genomic features is anticipated to be biologically important. Detection of genomic regi...

journal_title：Briefings in bioinformatics

authors： De S,Pedersen BS,Kechris K

更新日期：2014-11-01 00:00:00

abstract：MOTIVATION:Computational methods accelerate drug discovery and play an important role in biomedicine, such as molecular property prediction and compound-protein interaction (CPI) identification. A key challenge is to learn useful molecular representation. In the early years, molecular properties are mainly calculated b...

journal_title：Briefings in bioinformatics

authors： Li P,Li Y,Hsieh CY,Zhang S,Liu X,Liu H,Song S,Yao X

更新日期：2020-11-04 00:00:00

abstract：:Data from the SEER reports reveal that the occurrence rate of a cancer type generally follows a unimodal distribution over age, peaking at an age that is cancer-type specific and ranges from 30+ through 70+. Previous studies attribute such bell-shaped distributions to the reduced proliferative potential in senior year...

journal_title：Briefings in bioinformatics

authors： Qiu S,An Z,Tan R,He PA,Jing J,Li H,Wu S,Xu Y

更新日期：2020-12-30 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：: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：:Small noncoding RNAs (sRNA/sncRNAs) are generated from different genomic loci and play important roles in biological processes, such as cell proliferation and the regulation of gene expression. Next-generation sequencing (NGS) has provided an unprecedented opportunity to discover and quantify diverse kinds of sncRNA, ...

journal_title：Briefings in bioinformatics

authors： Liu Q,Ding C,Lang X,Guo G,Chen J,Su X

更新日期：2021-01-18 00:00:00

abstract：:Effectively representing Medical Subject Headings (MeSH) headings (terms) such as disease and drug as discriminative vectors could greatly improve the performance of downstream computational prediction models. However, these terms are often abstract and difficult to quantify. In this paper, we converted the MeSH tree ...

journal_title：Briefings in bioinformatics

authors： Guo ZH,You ZH,Huang DS,Yi HC,Zheng K,Chen ZH,Wang YB

更新日期：2020-03-31 00:00:00

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 ...

journal_title：Briefings in bioinformatics

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

更新日期：2020-08-26 00:00:00

abstract：:As the number of completely sequenced genomes rapidly increases, including now the complete Human Genome sequence, the post-genomic problems of genome-scale protein structure determination and the issue of gene function identification become ever more pressing. In fact, these problems can be seen as interrelated in th...

journal_title：Briefings in bioinformatics

authors： Jones DT

更新日期：2001-05-01 00:00:00

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

authors： Fernandes PL

更新日期：2010-11-01 00:00:00

abstract：:Mathematical models can serve as a tool to formalize biological knowledge from diverse sources, to investigate biological questions in a formal way, to test experimental hypotheses, to predict the effect of perturbations and to identify underlying mechanisms. We present a pipeline of computational tools that performs ...

journal_title：Briefings in bioinformatics

authors： Montagud A,Traynard P,Martignetti L,Bonnet E,Barillot E,Zinovyev A,Calzone L

更新日期：2019-07-19 00:00:00

abstract：:Biologists very often use enrichment methods based on statistical hypothesis tests to identify gene properties that are significantly over-represented in a given set of genes of interest, by comparison with a 'background' set of genes. These enrichment methods, although based on rigorous statistical foundations, are n...

journal_title：Briefings in bioinformatics

authors： Fabris F,Palmer D,de Magalhães JP,Freitas AA

更新日期：2020-05-21 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：:Gene expression profiling holds great potential as a new approach to histological diagnosis and precision medicine of cancers of unknown primary (CUP). Batch effects and different data types greatly decrease the predictive performance of biomarker-based algorithms, and few methods have been widely applied to identify ...

journal_title：Briefings in bioinformatics

authors： Shen Y,Chu Q,Yin X,He Y,Bai P,Wang Y,Fang W,Timko MP,Fan L,Jiang W

更新日期：2020-04-08 00:00:00

abstract：:P53 is the 'guardian of the genome' and is responsible for regulating cell cycle and apoptosis. The genomic p53 binding regions, where activating transcriptional factors and cofactors like p300 simultaneously bind, are called 'p53-dependent enhancers', which play an important role in tumorigenesis. Current experimenta...

journal_title：Briefings in bioinformatics

authors： Niu X,Deng K,Liu L,Yang K,Hu X

更新日期：2020-05-11 00:00:00