OHDLF: A Method for Selecting Orthologous Genes for Phylogenetic Construction and Its Application in the Genus Camellia.

IF 2.8 3区 生物学 Q2 GENETICS & HEREDITY
Genes Pub Date : 2024-10-30 DOI:10.3390/genes15111404
Junhao Cai, Cui Lu, Yuwei Cui, Zhentao Wang, Qunjie Zhang
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引用次数: 0

Abstract

Accurate phylogenetic tree construction for species without reference genomes often relies on de novo transcriptome assembly to identify single-copy orthologous genes. However, challenges such as whole-genome duplication (WGD), heterozygosity, gene duplication, and loss can hinder the selection of these genes, leading to limited data for constructing reliable species trees. To address these issues, we developed a new analytical pipeline, OHDLF (Orthologous Haploid Duplication and Loss Filter), which filters orthologous genes from transcript data and adapts parameter settings based on genomic characteristics for further phylogenetic tree construction. In this study, we applied OHDLF to the genus Camellia and evaluated its effectiveness in constructing phylogenetic trees. The results highlighted the pipeline's ability to handle challenges like high heterozygosity and recent gene duplications by selectively retaining genes with a missing rate and merging duplicates with high similarity. This approach ensured the preservation of informative sites and produced a highly supported consensus tree for Camellia. Additionally, we evaluate the accuracy of the OHDLF phylogenetic trees for different species, demonstrating that the OHDLF pipeline provides a flexible and effective method for selecting orthologous genes and constructing accurate phylogenetic trees, adapting to the genomic characteristics of various plant groups.

OHDLF:为系统发育构建选择同源基因的方法及其在山茶花属中的应用。
对于没有参考基因组的物种,准确的系统发生树构建通常依赖于从头开始的转录组组装,以确定单拷贝正交基因。然而,全基因组重复(WGD)、杂合性、基因重复和丢失等挑战会阻碍这些基因的选择,导致构建可靠物种树的数据有限。为了解决这些问题,我们开发了一种新的分析管道--OHDLF(Orthologous Haploid Duplication and Loss Filter),它能从转录本数据中过滤正交基因,并根据基因组特征调整参数设置,以进一步构建系统发生树。在这项研究中,我们将 OHDLF 应用于山茶属植物,并评估了它在构建系统发生树方面的有效性。结果表明,通过有选择性地保留缺失率高的基因和合并相似度高的重复基因,该管道能够应对高杂合度和近期基因重复等挑战。这种方法确保了信息位点的保留,并为山茶花生成了一棵高度支持的共识树。此外,我们还评估了不同物种的 OHDLF 系统发生树的准确性,证明 OHDLF 管道提供了一种灵活有效的方法来选择直向同源基因和构建准确的系统发生树,并能适应不同植物类群的基因组特征。
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来源期刊
Genes
Genes GENETICS & HEREDITY-
CiteScore
5.20
自引率
5.70%
发文量
1975
审稿时长
22.94 days
期刊介绍: Genes (ISSN 2073-4425) is an international, peer-reviewed open access journal which provides an advanced forum for studies related to genes, genetics and genomics. It publishes reviews, research articles, communications and technical notes. There is no restriction on the length of the papers and we encourage scientists to publish their results in as much detail as possible.
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