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https://www.readbyqxmd.com/read/28339747/deep-learning-for-pharmacovigilance-recurrent-neural-network-architectures-for-labeling-adverse-drug-reactions-in-twitter-posts
#1
Anne Cocos, Alexander G Fiks, Aaron J Masino
Objective: Social media is an important pharmacovigilance data source for adverse drug reaction (ADR) identification. Human review of social media data is infeasible due to data quantity, thus natural language processing techniques are necessary. Social media includes informal vocabulary and irregular grammar, which challenge natural language processing methods. Our objective is to develop a scalable, deep-learning approach that exceeds state-of-the-art ADR detection performance in social media...
February 22, 2017: Journal of the American Medical Informatics Association: JAMIA
https://www.readbyqxmd.com/read/28338896/rapid-evolution-of-microrna-loci-in-the-brown-algae
#2
J Mark Cock, Fuli Liu, Delin Duan, Simon Bourdareau, Agnieszka Lipinska, Susana M Coelho, James E Tarver
Stringent searches for microRNAs (miRNAs) have so far only identified these molecules in animals, land plants, chlorophyte green algae, slime molds and brown algae. The identification of miRNAs in brown algae was based on analysis of a single species, the filamentous brown alga Ectocarpus sp. Here we have used deep sequencing of small RNAs and a recently published genome sequence to identify miRNAs in a second brown alga, the kelp Saccharina japonica. S. japonica possesses a large number of miRNAs (117) and these miRNAs are highly diverse, falling into 98 different families...
March 3, 2017: Genome Biology and Evolution
https://www.readbyqxmd.com/read/28337682/three-members-of-opisthomonorcheides-parukhin-1966-digenea-monorchiidae-from-carangid-fishes-perciformes-from-indonesia-with-a-review-of-the-genus
#3
Rodney A Bray, Harry W Palm, Scott C Cutmore, Thomas H Cribb
Three species of Opisthomonorcheides Parukhin, 1966 are reported for the first time from Indonesian waters: O. pampi (Wang, 1982) Liu, Peng, Gao, Fu, Wu, Lu, Gao & Xiao, 2010 and O. ovacutus (Mamaev, 1970) Machida, 2011 from Parastromateus niger (Bloch), and O. decapteri Parukhin, 1966 from Atule mate (Cuvier). Both O. pampi and O. ovacutus can now be considered widespread in the Indo-Pacific region, with earlier records of these species being from Fujian Province, China and Penang, Malaysia, respectively. We redescribe O...
March 23, 2017: Systematic Parasitology
https://www.readbyqxmd.com/read/28337070/genomic-methods-and-microbiological-technologies-for-profiling-novel-and-extreme-environments-for-the-extreme-microbiome-project-xmp
#4
Scott Tighe, Ebrahim Afshinnekoo, Tara M Rock, Ken McGrath, Noah Alexander, Alexa McIntyre, Sofia Ahsanuddin, Daniela Bezdan, Stefan J Green, Samantha Joye, Sarah Stewart Johnson, Don A Baldwin, Nathan Bivens, Nadim Ajami, Joseph R Carmical, Ian Charold Herriott, Rita Colwell, Mohamed Donia, Jonathan Foox, Nick Greenfield, Tim Hunter, Jessica Hoffman, Joshua Hyman, Ellen Jorgensen, Diana Krawczyk, Jodie Lee, Shawn Levy, Natàlia Garcia-Reyero, Matthew Settles, Kelley Thomas, Felipe Gómez, Lynn Schriml, Nikos Kyrpides, Elena Zaikova, Jon Penterman, Christopher E Mason
The Extreme Microbiome Project (XMP) is a project launched by the Association of Biomolecular Resource Facilities Metagenomics Research Group (ABRF MGRG) that focuses on whole genome shotgun sequencing of extreme and unique environments using a wide variety of biomolecular techniques. The goals are multifaceted, including development and refinement of new techniques for the following: 1) the detection and characterization of novel microbes, 2) the evaluation of nucleic acid techniques for extremophilic samples, and 3) the identification and implementation of the appropriate bioinformatics pipelines...
March 10, 2017: Journal of Biomolecular Techniques: JBT
https://www.readbyqxmd.com/read/28336607/genome-sequence-of-human-rhinovirus-a22-strain-lancaster-2015
#5
Kate V Atkinson, Lisa A Bishop, Glenn Rhodes, Nicolas Salez, Neil R McEwan, Matthew J Hegarty, Julie Robey, Nicola Harding, Simon Wetherell, Robert M Lauder, Roger W Pickup, Mark Wilkinson, Derek Gatherer
The genome of human rhinovirus A22 (HRV-A22) was assembled by deep sequencing RNA samples from nasopharyngeal swabs. The assembled genome is 8.7% divergent from the HRV-A22 reference strain over its full length, and it is only the second full-length genome sequence for HRV-A22. The new strain is designated strain HRV-A22/Lancaster/2015.
March 23, 2017: Genome Announcements
https://www.readbyqxmd.com/read/28335808/potential-for-hydrogen-oxidizing-chemolithoautotrophic-and-diazotrophic-populations-to-initiate-biofilm-formation-in-oligotrophic-deep-terrestrial-subsurface-waters
#6
Xiaofen Wu, Karsten Pedersen, Johanna Edlund, Lena Eriksson, Mats Åström, Anders F Andersson, Stefan Bertilsson, Mark Dopson
BACKGROUND: Deep terrestrial biosphere waters are separated from the light-driven surface by the time required to percolate to the subsurface. Despite biofilms being the dominant form of microbial life in many natural environments, they have received little attention in the oligotrophic and anaerobic waters found in deep bedrock fractures. This study is the first to use community DNA sequencing to describe biofilm formation under in situ conditions in the deep terrestrial biosphere. RESULTS: In this study, flow cells were attached to boreholes containing either "modern marine" or "old saline" waters of different origin and degree of isolation from the light-driven surface of the earth...
March 23, 2017: Microbiome
https://www.readbyqxmd.com/read/28335448/a-community-multi-omics-approach-towards-the-assessment-of-surface-water-quality-in-an-urban-river-system
#7
David J Beale, Avinash V Karpe, Warish Ahmed, Stephen Cook, Paul D Morrison, Christopher Staley, Michael J Sadowsky, Enzo A Palombo
A multi-omics approach was applied to an urban river system (the Brisbane River (BR), Queensland, Australia) in order to investigate surface water quality and characterize the bacterial population with respect to water contaminants. To do this, bacterial metagenomic amplicon-sequencing using Illumina next-generation sequencing (NGS) of the V5-V6 hypervariable regions of the 16S rRNA gene and untargeted community metabolomics using gas chromatography coupled with mass spectrometry (GC-MS) were utilized. The multi-omics data, in combination with fecal indicator bacteria (FIB) counts, trace metal concentrations (by inductively coupled plasma mass spectrometry (ICP-MS)) and in-situ water quality measurements collected from various locations along the BR were then used to assess the health of the river ecosystem...
March 14, 2017: International Journal of Environmental Research and Public Health
https://www.readbyqxmd.com/read/28334830/predicting-the-impact-of-non-coding-variants-on-dna-methylation
#8
Haoyang Zeng, David K Gifford
DNA methylation plays a crucial role in the establishment of tissue-specific gene expression and the regulation of key biological processes. However, our present inability to predict the effect of genome sequence variation on DNA methylation precludes a comprehensive assessment of the consequences of non-coding variation. We introduce CpGenie, a sequence-based framework that learns a regulatory code of DNA methylation using a deep convolutional neural network and uses this network to predict the impact of sequence variation on proximal CpG site DNA methylation...
March 16, 2017: Nucleic Acids Research
https://www.readbyqxmd.com/read/28334821/in-vivo-cleavage-specificity-of-trypanosoma-brucei-editosome-endonucleases
#9
Jason Carnes, Suzanne McDermott, Atashi Anupama, Brian G Oliver, D Noah Sather, Kenneth Stuart
RNA editing is an essential post-transcriptional process that creates functional mitochondrial mRNAs in Kinetoplastids. Multiprotein editosomes catalyze pre-mRNA cleavage, uridine (U) insertion or deletion, and ligation as specified by guide RNAs. Three functionally and compositionally distinct editosomes differ by the mutually exclusive presence of the KREN1, KREN2 or KREN3 endonuclease and their associated partner proteins. Because endonuclease cleavage is a likely point of regulation for RNA editing, we elucidated endonuclease specificity in vivo...
February 21, 2017: Nucleic Acids Research
https://www.readbyqxmd.com/read/28334209/comparative-study-of-chemosensory-organs-of-shrimp-from-hydrothermal-vent-and-coastal-environments
#10
Magali Zbinden, Camille Berthod, Nicolas Montagné, Julia Machon, Nelly Léger, Thomas Chertemps, Nicolas Rabet, Bruce Shillito, Juliette Ravaux
The detection of chemical signals is involved in a variety of crustacean behaviors, such as social interactions, search and evaluation of food and navigation in the environment. At hydrothermal vents, endemic shrimp may use the chemical signature of vent fluids to locate active edifices, however little is known on their sensory perception in these remote deep-sea habitats. Here, we present the first comparative description of the sensilla on the antennules and antennae of 4 hydrothermal vent shrimp (Rimicaris exoculata, Mirocaris fortunata, Chorocaris chacei, and Alvinocaris markensis) and of a closely related coastal shrimp (Palaemon elegans)...
February 22, 2017: Chemical Senses
https://www.readbyqxmd.com/read/28334114/biren-predicting-enhancers-with-a-deep-learning-based-model-using-the-dna-sequence-alone
#11
Bite Yang, Feng Liu, Chao Ren, Zhangyi Ouyang, Ziwei Xie, Xiaochen Bo, Wenjie Shu
Motivation: Enhancer elements are noncoding stretches of DNA that play key roles in controlling gene expression programmes. Despite major efforts to develop accurate enhancer prediction methods, identifying enhancer sequences continues to be a challenge in the annotation of mammalian genomes. One of the major issues is the lack of large, sufficiently comprehensive and experimentally validated enhancers for humans or other species. Thus, the development of computational methods based on limited experimentally validated enhancers and deciphering the transcriptional regulatory code encoded in the enhancer sequences is urgent...
February 17, 2017: Bioinformatics
https://www.readbyqxmd.com/read/28334071/on-the-design-and-prospects-of-direct-rna-sequencing
#12
Georgi K Marinov
Throughout the past nearly a decade, the application of high-throughput sequencing to RNA molecules in the form of RNA sequencing (RNA-seq) and its many variations has revolutionized transcriptomic studies by enabling researchers to take a simultaneously deep and truly global look into the transcriptome. However, there is still considerable scope for improvement on RNA-seq data in its current form, primarily because of the short-read nature of the dominant sequencing technologies, which prevents the completely reliable reconstruction and quantification of full-length transcripts, and the sequencing library building protocols used, which introduce various distortions in the final data sets...
February 17, 2017: Briefings in Functional Genomics
https://www.readbyqxmd.com/read/28333958/targeted-deep-sequencing-of-plasma-circulating-cell-free-dna-reveals-vimentin-and-fibulin-1-as-potential-epigenetic-biomarkers-for-hepatocellular-carcinoma
#13
Reetta Holmila, Athena Sklias, David C Muller, Davide Degli Esposti, Paule Guilloreau, James Mckay, Suleeporn Sangrajrang, Petcharin Srivatanakul, Pierre Hainaut, Philippe Merle, Zdenko Herceg, Andre Nogueira da Costa
Hepatocellular carcinoma (HCC) is the second most common cause of cancer death worldwide, but is still lacking sensitive and specific biomarkers for early diagnosis and prognosis. In this study, we applied targeted massively parallel semiconductor sequencing to assess methylation on a panel of genes (FBLN1, HINT2, LAMC1, LTBP1, LTBP2, PSMA2, PSMA7, PXDN, TGFB1, UBE2L3, VIM and YWHAZ) in plasma circulating cell-free DNA (cfDNA) and to evaluate the potential of these genes as HCC biomarkers in two different series, one from France (42 HCC cases and 42 controls) and one from Thailand (42 HCC cases, 26 chronic liver disease cases and 42 controls)...
2017: PloS One
https://www.readbyqxmd.com/read/28331594/the-first-complete-mitogenome-of-the-south-china-deep-sea-giant-isopod-bathynomus-sp-crustacea-isopoda-cirolanidae-allows-insights-into-the-early-mitogenomic-evolution-of-isopods
#14
Yanjun Shen, Qi Kou, Zaixuan Zhong, Xinzheng Li, Lisheng He, Shunping He, Xiaoni Gan
In this study, the complete mitochondrial (mt) genome sequence of the South China deep-sea giant isopod Bathynomus sp. was determined, and this study is the first to explore in detail the mt genome of a deep-sea member of the order Isopoda. This species belongs to the genus Bathynomus, the members of which are saprophagous residents of the deep-sea benthic environment; based on their large size, Bathynomus is included in the "supergiant group" of isopods. The mt genome of Bathynomus sp. is 14,965 bp in length and consists of 13 protein-coding genes, two ribosomal RNA genes, only 18 transfer RNA genes, and a noncoding control region 362 bp in length, which is the smallest control region discovered in Isopoda to date...
March 2017: Ecology and Evolution
https://www.readbyqxmd.com/read/28331531/an-integrative-systematic-framework-helps-to-reconstruct-skeletal-evolution-of-glass-sponges-porifera-hexactinellida
#15
Martin Dohrmann, Christopher Kelley, Michelle Kelly, Andrzej Pisera, John N A Hooper, Henry M Reiswig
BACKGROUND: Glass sponges (Class Hexactinellida) are important components of deep-sea ecosystems and are of interest from geological and materials science perspectives. The reconstruction of their phylogeny with molecular data has only recently begun and shows a better agreement with morphology-based systematics than is typical for other sponge groups, likely because of a greater number of informative morphological characters. However, inconsistencies remain that have far-reaching implications for hypotheses about the evolution of their major skeletal construction types (body plans)...
2017: Frontiers in Zoology
https://www.readbyqxmd.com/read/28330093/exploration-of-nifh-gene-through-soil-metagenomes-of-the-western-indian-himalayas
#16
Ravindra Soni, Deep Chandra Suyal, Santosh Sai, Reeta Goel
This group has previously highlighted the prevalence of Csp genes from cold Himalayan environments. However, this study has explored the uncultured diazotrophs from metagenomes of western Indian Himalayas. The metagenomic nifH gene clone library was constructed from the Temperate, Subtropical and Tarai soils of Western Himalaya, India followed by polymerase chain reaction (PCR) amplification. After preliminary screening, selected clones were sequenced. In silico analysis of the clones was done, which documented 83...
June 2016: 3 Biotech
https://www.readbyqxmd.com/read/28329687/impact-of-dietary-interventions-on-noncoding-rna-networks-and-mrnas-encoding-chromatin-related-factors
#17
Christopher D Green, Yi Huang, Xiaoyang Dou, Liu Yang, Yong Liu, Jing-Dong J Han
Dietary interventions dramatically affect metabolic disease and lifespan in various aging models. Here, we profiled liver microRNA (miRNA), coding, and long non-coding RNA (lncRNA) expression by high-throughput deep sequencing in mice across multiple energy intake and expenditure interventions. Strikingly, three dietary intervention network design patterns were uncovered: (1) lifespan-extending interventions largely repressed the expression of miRNAs, lncRNAs, and transposable elements; (2) protein-coding mRNAs with expression positively correlated with long lifespan are highly targeted by miRNAs; and (3) miRNA-targeting interactions mainly target chromatin-related functions...
March 21, 2017: Cell Reports
https://www.readbyqxmd.com/read/28329662/the-preneoplastic-genome-transcriptomic-drivers-of-squamous-cell-carcinoma-development
#18
Kenneth Y Tsai
Cutaneous squamous cell carcinoma (cuSCC) comprises 15-20% of all skin cancers, accounting for over 700,000 cases in the U.S. annually. Most cuSCC arise in association with a distinct precancerous lesion, the actinic keratosis (AK). In order to identify potential targets for molecularly targeted chemoprevention, we performed integrated cross-species genomic analysis of cuSCC development through the preneoplastic AK stage using matched human samples and a solar UV- driven Hairless mouse model. We performed RNA-seq and microRNA-seq on samples from both patients undergoing Mohs surgery and the mouse model...
September 15, 2016: Dermatology Online Journal
https://www.readbyqxmd.com/read/28327559/quasispecies-of-hepatitis-c-virus-participate-in-cell-specific-infectivity
#19
Takasuke Fukuhara, Satomi Yamamoto, Chikako Ono, Shota Nakamura, Daisuke Motooka, Hiroyuki Mori, Takeshi Kurihara, Asuka Sato, Tomokazu Tamura, Takashi Motomura, Toru Okamoto, Michio Imamura, Toru Ikegami, Tomoharu Yoshizumi, Yuji Soejima, Yoshihiko Maehara, Kazuaki Chayama, Yoshiharu Matsuura
It is well documented that a variety of viral quasispecies are found in the patients with chronic infection of hepatitis C virus (HCV). However, the significance of quasispecies in the specific infectivity to individual cell types remains unknown. In the present study, we analyzed the role of quasispecies of the genotype 2a clone, JFH1 (HCVcc), in specific infectivity to the hepatic cell lines, Huh7.5.1 and Hep3B. HCV RNA was electroporated into Huh7.5.1 cells and Hep3B/miR-122 cells expressing miR-122 at a high level...
March 22, 2017: Scientific Reports
https://www.readbyqxmd.com/read/28326064/contribution-of-ultra-deep-sequencing-in-the-clinical-diagnosis-of-a-new-fungal-pathogen-species-basidiobolus-meristosporus
#20
Emilie Sitterlé, Christophe Rodriguez, Roman Mounier, Julien Calderaro, Françoise Foulet, Michel Develoux, Jean-Michel Pawlotsky, Françoise Botterel
Some cases of fungal infection remained undiagnosed, especially when the pathogens are uncommon, require specific conditions for in vitro growth, or when several microbial species are present in the specimen. Ultra-Deep Sequencing (UDS) could be considered as a precise tool in the identification of involved pathogens in order to upgrade patient treatment. In this study, we report the implementation of UDS technology in medical laboratory during the follow-up of an atypical fungal infection case. Thanks to UDS technology, we document the first case of gastro-intestinal basidiobolomycosis (GIB) due to Basidiobolus meristosporus...
2017: Frontiers in Microbiology
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