Deep learning for brain disorders: from data processing to disease treatment.

abstract：BACKGROUND:Whole genome sequencing (WGS) is increasingly used for Mycobacterium tuberculosis (Mtb) research. Countries with the highest tuberculosis (TB) burden face important challenges to integrate WGS into surveillance and research. METHODS:We assessed the global status of Mtb WGS and developed a 3-week training co...

journal_title：Briefings in bioinformatics

authors： Rivière E,Heupink TH,Ismail N,Dippenaar A,Clarke C,Abebe G,Heusden P,Warren R,Meehan CJ,Van Rie A

更新日期：2020-10-03 00:00:00

abstract：:DNA methylation plays an essential role in cancer. Differential variability (DV) in cancer was recently observed that contributes to cancer heterogeneity and has been shown to be crucial in detecting epigenetic field defects, DNA methylation alterations happening early in carcinogenesis. As neighboring CpG sites are h...

journal_title：Briefings in bioinformatics

authors： Wang Y,Teschendorff AE,Widschwendter M,Wang S

更新日期：2019-01-18 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：:Computational aspects of host-parasite phylogenies form part of a set of general associations between areas and organisms, hosts and parasites, and species and genes. The problem is not new and the commonalities of exploring vicariance biogeography (organisms tracking areas) and host-parasite co-speciation (parasites ...

journal_title：Briefings in bioinformatics

authors： Stevens J

更新日期：2004-12-01 00:00:00

abstract：:The outbreak caused by the novel coronavirus SARS-CoV-2 has been declared a global health emergency. G-quadruplex structures in genomes have long been considered essential for regulating a number of biological processes in a plethora of organisms. We have analyzed and identified 25 four contiguous GG runs (G2NxG2NyG2N...

journal_title：Briefings in bioinformatics

authors： Ji D,Juhas M,Tsang CM,Kwok CK,Li Y,Zhang Y

更新日期：2020-06-01 00:00:00

abstract：:Understanding biological complexity demands a combination of high-throughput data and interdisciplinary skills. One way to bring to bear the necessary combination of data types and expertise is by encapsulating domain knowledge in software and composing that software to create a customized data analysis environment. T...

journal_title：Briefings in bioinformatics

authors： Bare JC,Baliga NS

更新日期：2014-07-01 00:00:00

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

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

更新日期：2020-06-10 00:00:00

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

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

abstract：:Glycosylation of proteins is involved in immune defense, cell-cell adhesion, cellular recognition and pathogen binding and is one of the most common and complex post-translational modifications. Science is still struggling to assign detailed mechanisms and functions to this form of conjugation. Even the structural ana...

journal_title：Briefings in bioinformatics

authors： Dallas DC,Martin WF,Hua S,German JB

更新日期：2013-05-01 00:00:00

abstract：:The prevalence of dropout events is a serious problem for single-cell Hi-C (scHiC) data due to insufficient sequencing depth and data coverage, which brings difficulties in downstream studies such as clustering and structural analysis. Complicating things further is the fact that dropouts are confounded with structura...

journal_title：Briefings in bioinformatics

authors： Han C,Xie Q,Lin S

更新日期：2020-11-17 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：: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

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

abstract：:Online sequence repositories are teeming with RNA sequencing (RNA-Seq) data from a wide range of eukaryotes. Although most of these data sets contain large numbers of organelle-derived reads, researchers tend to ignore these data, focusing instead on the nuclear-derived transcripts. Consequently, GenBank contains mass...

journal_title：Briefings in bioinformatics

authors： Smith DR,Sanitá Lima M

更新日期：2017-11-01 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：: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：: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：: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：BACKGROUND:The most frequently mutated gene pairs in pancreatic adenocarcinoma (PAAD) are KRAS and TP53, and our goal is to illustrate the multiomics and molecular dynamics landscapes of KRAS/TP53 mutation and also to obtain prospective novel drugs for KRAS- and TP53-mutated PAAD patients. Moreover, we also made an att...

journal_title：Briefings in bioinformatics

authors： Kaushik AC,Wang YJ,Wang X,Wei DQ

更新日期：2020-07-31 00:00:00

abstract：:In recent years, high-throughput genomic technologies like chromatin immunoprecipitation sequencing (ChIp-seq) and transcriptome sequencing (RNA-seq) have been becoming both more refined and less expensive, making them more accessible. Many circular RNAs (circRNAs) that originate from back-spliced exons have been iden...

journal_title：Briefings in bioinformatics

authors： Tang Z,Li X,Zhao J,Qian F,Feng C,Li Y,Zhang J,Jiang Y,Yang Y,Wang Q,Li C

更新日期：2019-11-27 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：: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：: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

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

abstract：MOTIVATION:Long noncoding RNAs (lncRNAs) correspond to a eukaryotic noncoding RNA class that gained great attention in the past years as a higher layer of regulation for gene expression in cells. There is, however, a lack of specific computational approaches to reliably predict lncRNA in plants, which contrast the vari...

journal_title：Briefings in bioinformatics

authors： Negri TDC,Alves WAL,Bugatti PH,Saito PTM,Domingues DS,Paschoal AR

更新日期：2019-03-25 00:00:00

abstract：:RNA-sequencing (RNA-seq) has rapidly become a popular tool to characterize transcriptomes. A fundamental research problem in many RNA-seq studies is the identification of reliable molecular markers that show differential expression between distinct sample groups. Together with the growing popularity of RNA-seq, a numb...

journal_title：Briefings in bioinformatics

authors： Seyednasrollah F,Laiho A,Elo LL

更新日期：2015-01-01 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：UNLABELLED:So-called next-generation sequencing (NGS) has provided the ability to sequence on a massive scale at low cost, enabling biologists to perform powerful experiments and gain insight into biological processes. BamView has been developed to visualize and analyse sequence reads from NGS platforms, which have bee...

journal_title：Briefings in bioinformatics

authors： Carver T,Harris SR,Otto TD,Berriman M,Parkhill J,McQuillan JA

更新日期：2013-03-01 00:00:00

abstract：:Posttranscriptional crosstalk and communication between RNAs yield large regulatory competing endogenous RNA (ceRNA) networks via shared microRNAs (miRNAs), as well as miRNA synergistic networks. The ceRNA crosstalk represents a novel layer of gene regulation that controls both physiological and pathological processes...

journal_title：Briefings in bioinformatics

authors： Li Y,Jin X,Wang Z,Li L,Chen H,Lin X,Yi S,Zhang Y,Xu J

更新日期：2019-07-19 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：: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：:Gene set analysis (GSA) is one of the methods of choice for analyzing the results of current omics studies; however, it has been mainly developed to analyze mRNA (microarray, RNA-Seq) data. The following review includes an update regarding general methods and resources for GSA and then emphasizes GSA methods and tools...

journal_title：Briefings in bioinformatics

authors： Mora A

更新日期：2020-09-25 00:00:00