scholarly journals MetaBinner: a high-performance and stand-alone ensemble binning method to recover individual genomes from complex microbial communities

2021 ◽  
Author(s):  
Ziye Wang ◽  
Pingqin Huang ◽  
Ronghui You ◽  
Fengzhu Sun ◽  
Shanfeng Zhu
Keyword(s):  
Data Analysis ◽  
High Performance ◽  
Large Scale ◽  
State Of The Art ◽  
Single Copy ◽  
Biological Information ◽  
Metagenomic Data ◽  
Single Copy Gene ◽  
Ensemble Strategy ◽  
Copy Gene

Binning is an essential procedure during metagenomic data analysis. However, the available individual binning methods usually do not simultaneously fully use different features or biological information. Furthermore, it is challenging to integrate multiple binning results efficiently and effectively. Therefore, we developed an ensemble binner, MetaBinner, which generates component results with multiple types of features and utilizes single-copy gene (SCG) information for k-means initialization. It then utilizes a two-step ensemble strategy based on SCGs to integrate the component results. Extensive experimental results over three large-scale simulated datasets and one real-world dataset demonstrate that MetaBinner outperforms other state-of-the-art individual binners and ensemble binners. MetaBinner is freely available at https://github.com/ziyewang/MetaBinner.

Identification of a single-copy gene encoding a Type I chlorophyll a/b-binding polypeptide of photosystem I in Arabidopsis thaliana

1992 ◽  
Vol 84 (4) ◽  
pp. 561-567 ◽  
Author(s):  
Poul E. Jensen ◽  
Michael Kristensen ◽  
Tine Hoff ◽  
Jan Lehmbeck ◽  
Bjarne M. Stummann ◽  
...  
Keyword(s):  
Arabidopsis Thaliana ◽  
Chlorophyll A ◽  
Photosystem I ◽  
Single Copy ◽  
Type I ◽  
Single Copy Gene ◽  
Gene Encoding ◽  
Copy Gene

A Mouse Single-Copy Gene,Gtf2i,the Homolog of HumanGTF2I,That Is Duplicated in the Williams–Beuren Syndrome Deletion Region

Genomics ◽  
1998 ◽  
Vol 48 (2) ◽  
pp. 163-170 ◽  
Author(s):  
Yu-Ker Wang ◽  
Luis A. Pérez-Jurado ◽  
Uta Francke
Keyword(s):  
Single Copy ◽  
Single Copy Gene ◽  
Deletion Region ◽  
Copy Gene

scholarly journals Real-Time PCR for Molecular Detection of Zoonotic and Non-Zoonotic Giardia spp. in Wild Rodents

2021 ◽  
Vol 9 (8) ◽  
pp. 1610
Author(s):  
Christian Klotz ◽  
Elke Radam ◽  
Sebastian Rausch ◽  
Petra Gosten-Heinrich ◽  
Toni Aebischer
Keyword(s):  
Real Time ◽  
Real Time Pcr ◽  
Gastrointestinal Disease ◽  
Single Copy ◽  
Marker Genes ◽  
Small Rodent ◽  
Analytical Sensitivity ◽  
Single Copy Gene ◽  
Wild Rodents ◽  
Copy Gene

Giardiasis in humans is a gastrointestinal disease transmitted by the potentially zoonotic Giardia duodenalis genotypes (assemblages) A and B. Small wild rodents such as mice and voles are discussed as potential reservoirs for G. duodenalis but are predominantly populated by the two rodent species Giardia microti and Giardia muris. Currently, the detection of zoonotic and non-zoonotic Giardia species and genotypes in these animals relies on cumbersome PCR and sequencing approaches of genetic marker genes. This hampers the risk assessment of potential zoonotic Giardia transmissions by these animals. Here, we provide a workflow based on newly developed real-time PCR schemes targeting the small ribosomal RNA multi-copy gene locus to distinguish G. muris, G. microti and G. duodenalis infections. For the identification of potentially zoonotic G. duodenalis assemblage types A and B, an established protocol targeting the single-copy gene 4E1-HP was used. The assays were specific for the distinct Giardia species or genotypes and revealed an analytical sensitivity of approximately one or below genome equivalent for the multi-copy gene and of about 10 genome equivalents for the single-copy gene. Retesting a biobank of small rodent samples confirmed the specificity. It further identified the underlying Giardia species in four out of 11 samples that could not be typed before by PCR and sequencing. The newly developed workflow has the potential to facilitate the detection of potentially zoonotic and non-zoonotic Giardia species in wild rodents.

scholarly journals Evaluation of recent advances in recommender systems on Arabic content

2021 ◽  
Vol 8 (1) ◽  
Author(s):  
Mehdi Srifi ◽  
Ahmed Oussous ◽  
Ayoub Ait Lahcen ◽  
Salma Mouline
Keyword(s):  
Recommender Systems ◽  
High Performance ◽  
Large Scale ◽  
State Of The Art ◽  
Experimental Results ◽  
Recent Advances ◽  
Research Gap ◽  
Text Preprocessing

AbstractVarious recommender systems (RSs) have been developed over recent years, and many of them have concentrated on English content. Thus, the majority of RSs from the literature were compared on English content. However, the research investigations about RSs when using contents in other languages such as Arabic are minimal. The researchers still neglect the field of Arabic RSs. Therefore, we aim through this study to fill this research gap by leveraging the benefit of recent advances in the English RSs field. Our main goal is to investigate recent RSs in an Arabic context. For that, we firstly selected five state-of-the-art RSs devoted originally to English content, and then we empirically evaluated their performance on Arabic content. As a result of this work, we first build four publicly available large-scale Arabic datasets for recommendation purposes. Second, various text preprocessing techniques have been provided for preparing the constructed datasets. Third, our investigation derived well-argued conclusions about the usage of modern RSs in the Arabic context. The experimental results proved that these systems ensure high performance when applied to Arabic content.

A synthetic intron in a naturally intronless yeast pre-tRNA is spliced efficiently in vivo

1989 ◽  
Vol 9 (1) ◽  
pp. 329-331
Author(s):  
M Winey ◽  
I Edelman ◽  
M R Culbertson
Keyword(s):  
Saccharomyces Cerevisiae ◽  
Genetic Analysis ◽  
Single Copy ◽  
Single Copy Gene ◽  
Copy Gene

Saccharomyces cerevisiae glutamine tRNA(CAG) is encoded by an intronless, single-copy gene, SUP60. We have imposed a requirement for splicing in the biosynthesis of this tRNA by inserting a synthetic intron in the SUP60 gene. Genetic analysis demonstrated that the interrupted gene produces a functional, mature tRNA product in vivo.

Novel chicken actin gene: third cytoplasmic isoform

1985 ◽  
Vol 5 (5) ◽  
pp. 1151-1162
Author(s):  
D J Bergsma ◽  
K S Chang ◽  
R J Schwartz
Keyword(s):  
Nucleotide Sequence ◽  
Single Copy ◽  
Actin Gene ◽  
Single Copy Gene ◽  
Gene Diversification ◽  
Mrna Transcripts ◽  
Copy Gene ◽  
Actin Mrna ◽  
Distinct Member ◽  
Actin Protein

We identified a novel chicken actin gene. The actin protein deduced from its nucleotide sequence very closely resembles the vertebrate cytoplasmic actins; accordingly, we classified this gene as a nonmuscle type. We adopted the convention for indicating the nonmuscle actins of the class Amphibia (Vandekerckhove et al., J. Mol. Biol. 152:413-426) and denoted this gene as type 5. RNA blot analysis demonstrated that the type 5 actin mRNA transcripts accumulate in adult tissues in a pattern indicative of a nonmuscle actin gene. Genomic DNA blots indicated that the type 5 actin is a single copy gene and a distinct member of the chicken actin multigene family. Inspection of the nucleotide sequence revealed many features that distinguished the type 5 gene from all other vertebrate actin genes examined to date. These unique characteristics include: (i) an initiation Met codon preceding an Ala codon, a feature previously known only in plant actins, (ii) a single intron within the 5' untranslated region, with no interruptions in the coding portion of the gene, and (iii) an atypical Goldberg-Hogness box (ATAGAA) preceding the mRNA initiation terminus. These unusual features have interesting implications for actin gene diversification during evolution.

scholarly journals Intercontinental long-distance dispersal of Canellaceae from the New to the Old World revealed by a nuclear single copy gene and chloroplast loci

2015 ◽  
Vol 84 ◽  
pp. 205-219 ◽  
Author(s):  
Sebastian Müller ◽  
Karsten Salomo ◽  
Jackeline Salazar ◽  
Julia Naumann ◽  
M. Alejandra Jaramillo ◽  
...  
Keyword(s):  
Single Copy ◽  
Single Copy Gene ◽  
Long Distance Dispersal ◽  
Long Distance ◽  
Old World ◽  
Copy Gene
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