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序列组装揭秘。

Sequence assembly demystified.

机构信息

Computational and Systems Biology, Genome Institute of Singapore, 138672 Singapore.

出版信息

Nat Rev Genet. 2013 Mar;14(3):157-67. doi: 10.1038/nrg3367. Epub 2013 Jan 29.

DOI:10.1038/nrg3367
PMID:23358380
Abstract

Advances in sequencing technologies and increased access to sequencing services have led to renewed interest in sequence and genome assembly. Concurrently, new applications for sequencing have emerged, including gene expression analysis, discovery of genomic variants and metagenomics, and each of these has different needs and challenges in terms of assembly. We survey the theoretical foundations that underlie modern assembly and highlight the options and practical trade-offs that need to be considered, focusing on how individual features address the needs of specific applications. We also review key software and the interplay between experimental design and efficacy of assembly.

摘要

测序技术的进步和测序服务的普及,重新激发了人们对序列和基因组组装的兴趣。与此同时,测序也出现了新的应用,包括基因表达分析、基因组变异和宏基因组学的发现,而这些应用在组装方面都有不同的需求和挑战。我们调查了现代组装的理论基础,并强调了需要考虑的选项和实际权衡,重点关注单个特征如何满足特定应用的需求。我们还回顾了关键软件以及实验设计和组装功效之间的相互作用。

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Genomic approaches to studying the human microbiota.基于基因组学的方法研究人类微生物组。
Nature. 2012 Sep 13;489(7415):250-6. doi: 10.1038/nature11553.
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Scaling metagenome sequence assembly with probabilistic de Bruijn graphs.基于概率有向图的宏基因组序列组装规模化方法。
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Finished bacterial genomes from shotgun sequence data.已完成的来自鸟枪法测序数据的细菌基因组。
与结节相关的产酸克雷伯菌复合体:植物生长促进和健康风险评估的基因组学见解
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The Role of Artificial Intelligence and Machine Learning Models in Antimicrobial Stewardship in Public Health: A Narrative Review.人工智能和机器学习模型在公共卫生抗菌药物管理中的作用:一项叙述性综述。
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ULTRA-effective labeling of tandem repeats in genomic sequence.基因组序列中串联重复序列的超高效标记
Bioinform Adv. 2024 Oct 9;4(1):vbae149. doi: 10.1093/bioadv/vbae149. eCollection 2024.
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Gut metatranscriptomics based de novo assembly reveals microbial signatures predicting immunotherapy outcomes in non-small cell lung cancer.基于肠道宏转录组学的从头组装揭示了预测非小细胞肺癌免疫治疗结果的微生物特征。
J Transl Med. 2024 Nov 19;22(1):1044. doi: 10.1186/s12967-024-05835-y.
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