Evidence map›Paper›PMID 26315384›Full record

ArticleBMC genomics2015

Is the whole greater than the sum of its parts? De novo assembly strategies for bacterial genomes based on paired-end sequencing.

Ting-Wen Chen, Ruei-Chi Gan, Yi-Feng Chang, Wei-Chao Liao, Timothy H Wu, Chi-Ching Lee, Po-Jung Huang, Cheng-Yang Lee, Yi-Ywan M Chen, Cheng-Hsun Chiu and 1 more

Abstract read
In one paragraph

Article in BMC genomics, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

  1. Geographic diversity of theFrontiers in veterinary science · 2025
    Article
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  6. A Primer on Infectious Disease Bacterial Genomics.Clinical microbiology reviews · 2016
    Review
  7. Greater thanPeerJ · 2016
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Ting-Wen ChenBioinformatics Core Laboratory, Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan. afra@mail.cgu.edu.tw.
Ruei-Chi GanBioinformatics Core Laboratory, Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan. csardas@gmail.com.
Yi-Feng ChangBioinformatics Core Laboratory, Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan. ian.yfchang@gmail.com.
Wei-Chao LiaoBioinformatics Core Laboratory, Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan. pettliao@mail.cgu.edu.tw.
Timothy H WuSequencing Technology Ltd, Taipei, Taiwan. g39328006@ym.edu.tw.
Chi-Ching LeeBioinformatics Core Laboratory, Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan. chichinglee@mail.cgu.edu.tw.
Po-Jung HuangBioinformatics Core Laboratory, Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan. pjhuang@mail.cgu.edu.tw.
Cheng-Yang LeeBioinformatics Core Laboratory, Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan. ejmiss@mail.cgu.edu.tw.
Yi-Ywan M ChenDepartment of Microbiology and Immunology, Chang Gung University, Taoyuan, Taiwan. mchen@mail.cgu.edu.tw.
Cheng-Hsun ChiuMolecular Infectious Diseases Research Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan. chchiu@adm.cgmh.org.tw.
Petrus TangBioinformatics Core Laboratory, Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan. petang@mail.cgu.edu.tw.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWhole genome sequence construction is becoming increasingly feasible because of advances in next generation sequencing (NGS), including increasing throughput and read length. By simply overlapping paired-end reads, we can obtain longer reads with higher accuracy, which can facilitate the assembly process. However, the influences of different library sizes and assembly methods on paired-end sequencing-based de novo assembly remain poorly understood.

resultsWe used 250 bp Illumina Miseq paired-end reads of different library sizes generated from genomic DNA from Escherichia coli DH1 and Streptococcus parasanguinis FW213 to compare the assembly results of different library sizes and assembly approaches. Our data indicate that overlapping paired-end reads can increase read accuracy but sometimes cause insertion or deletions. Regarding genome assembly, merged reads only outcompete original paired-end reads when coverage depth is low, and larger libraries tend to yield better assembly results. These results imply that distance information is the most critical factor during assembly. Our results also indicate that when depth is sufficiently high, assembly from subsets can sometimes produce better results.

conclusionsIn summary, this study provides systematic evaluations of de novo assembly from paired end sequencing data. Among the assembly strategies, we find that overlapping paired-end reads is not always beneficial for bacteria genome assembly and should be avoided or used with caution especially for genomes containing high fraction of repetitive sequences. Because increasing numbers of projects aim at bacteria genome sequencing, our study provides valuable suggestions for the field of genomic sequence construction.

Indexed as

Genome, BacterialBase PairingBase Pair MismatchContig MappingEscherichia coliGene LibraryGenes, BacterialHigh-Throughput Nucleotide SequencingINDEL MutationReference StandardsStreptococcus

Identifiers

PMID26315384
PMCPMC4552406

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LicenceCC BY
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.