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

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

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

更新日期：2020-12-01 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：: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

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

abstract：:Precision medicine has changed thinking in cancer therapy, highlighting a better understanding of the individual clinical interventions. But what role do the drivers and pathways identified from pan-cancer genome analysis play in the tumor? In this letter, we will highlight the importance of in silico modeling in prec...

journal_title：Briefings in bioinformatics

authors： Kunz M,Jeromin J,Fuchs M,Christoph J,Veronesi G,Flentje M,Nietzer S,Dandekar G,Dandekar T

更新日期：2020-05-21 00:00:00

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

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

更新日期：2017-11-01 00:00:00

abstract：:The adoption of agent technologies and multi-agent systems constitutes an emerging area in bioinformatics. In this article, we report on the activity of the Working Group on Agents in Bioinformatics (BIOAGENTS) founded during the first AgentLink III Technical Forum meeting on the 2nd of July, 2004, in Rome. The meetin...

journal_title：Briefings in bioinformatics

authors： Merelli E,Armano G,Cannata N,Corradini F,d'Inverno M,Doms A,Lord P,Martin A,Milanesi L,Möller S,Schroeder M,Luck M

更新日期：2007-01-01 00:00:00

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

authors： Steinhoff C,Vingron M

更新日期：2006-06-01 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：: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：:Accurately identifying the interactions between genomic factors and the response of cancer drugs plays important roles in drug discovery, drug repositioning and cancer treatment. A number of studies revealed that interactions between genes and drugs were 'many-genes-to-many drugs' interactions, i.e. common modules, op...

journal_title：Briefings in bioinformatics

authors： Huang J,Chen J,Zhang B,Zhu L,Cai H

更新日期：2020-06-26 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：: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

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

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：MOTIVATION:With the recent advances in DNA sequencing technologies, the study of the genetic composition of living organisms has become more accessible for researchers. Several advances have been achieved because of it, especially in the health sciences. However, many challenges which emerge from the complexity of sequ...

journal_title：Briefings in bioinformatics

authors： Padovani de Souza K,Setubal JC,Ponce de Leon F de Carvalho AC,Oliveira G,Chateau A,Alves R

更新日期：2019-11-27 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：:Recent development of high-throughput technology has accelerated interest in the development of molecular biomarker classifiers for safety assessment, disease diagnostics and prognostics, and prediction of response for patient assignment. This article reviews and evaluates some important aspects and key issues in the ...

journal_title：Briefings in bioinformatics

authors： Baek S,Tsai CA,Chen JJ

更新日期：2009-09-01 00:00:00

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

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

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：: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：MOTIVATION:Over the past decade, the field of next-generation sequencing (NGS) has seen dramatic advances in methods and a decrease in costs. Consequently, a large expansion of data has been generated by NGS, most of which have originated from RNA-sequencing (RNA-seq) experiments. Because mitochondrial genes are expres...

journal_title：Briefings in bioinformatics

authors： Nachtigall PG,Grazziotin FG,Junqueira-de-Azevedo ILM

更新日期：2021-01-30 00:00:00

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

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

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：:For many complex diseases, an earlier and more reliable diagnosis is considered a key prerequisite for developing more effective therapies to prevent or delay disease progression. Classical statistical learning approaches for specimen classification using omics data, however, often cannot provide diagnostic models wit...

journal_title：Briefings in bioinformatics

authors： Glaab E

更新日期：2016-05-01 00:00:00

abstract：:Heterophylly, i.e. morphological changes in leaves along the axis of an individual plant, is regarded as a strategy used by plants to cope with environmental change. However, little is known of the extent to which heterophylly is controlled by genes and how each underlying gene exerts its effect on heterophyllous vari...

journal_title：Briefings in bioinformatics

authors： Sun L,Wang J,Zhu X,Jiang L,Gosik K,Sang M,Sun F,Cheng T,Zhang Q,Wu R

更新日期：2018-07-20 00:00:00

abstract：:Mediation analysis has been a useful tool for investigating the effect of mediators that lie in the path from the independent variable to the outcome. With the increasing dimensionality of mediators such as in (epi)genomics studies, high-dimensional mediation model is needed. In this work, we focus on epigenetic studi...

journal_title：Briefings in bioinformatics

authors： Fang R,Yang H,Gao Y,Cao H,Goode EL,Cui Y

更新日期：2020-07-01 00:00:00

abstract：:Computational and mathematical modelling has become a valuable tool for investigating biological systems. Modelling enables prediction of how biological components interact to deliver system-level properties and extrapolation of biological system performance to contexts and experimental conditions where this is unknow...

journal_title：Briefings in bioinformatics

authors： Read MN,Alden K,Timmis J,Andrews PS

更新日期：2018-09-18 00:00:00

abstract：:A number of supervised machine learning models have recently been introduced for the prediction of drug-target interactions based on chemical structure and genomic sequence information. Although these models could offer improved means for many network pharmacology applications, such as repositioning of drugs for new t...

journal_title：Briefings in bioinformatics

authors： Pahikkala T,Airola A,Pietilä S,Shakyawar S,Szwajda A,Tang J,Aittokallio T

更新日期：2015-03-01 00:00:00

abstract：:Cell-penetrating peptides (CPPs) facilitate the delivery of therapeutically relevant molecules, including DNA, proteins and oligonucleotides, into cells both in vitro and in vivo. This unique ability explores the possibility of CPPs as therapeutic delivery and its potential applications in clinical therapy. Over the l...

journal_title：Briefings in bioinformatics

authors： Su R,Hu J,Zou Q,Manavalan B,Wei L

更新日期：2020-03-23 00:00:00

abstract：:High-throughput omics data are generated almost with no limit nowadays. It becomes increasingly important to integrate different omics data types to disentangle the molecular machinery of complex diseases with the hope for better disease prevention and treatment. Since the relationship among different omics data featu...

journal_title：Briefings in bioinformatics

authors： Yang H,Cao H,He T,Wang T,Cui Y

更新日期：2018-11-29 00:00:00

abstract：:Relative changes in mRNA as well as protein levels induced by sublethal doses of antibiotics on bacteria are measured and results visualised in the context of metabolic pathway diagrams. The mRNA levels present at a given time point after the addition of the antibiotic are measured using microarrays from Affymetrix. A...

journal_title：Briefings in bioinformatics

authors： Wolf D,Gray CP,de Saizieu A

更新日期：2000-09-01 00:00:00