dgfr:一种R包,用于评估基因家族的序列多样性
Laila Viana Almeida1, João Luís Reis-Cunha2, Daniella C Bartholomeu3
1Departamento de Parasitologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.
BMC bioinformatics
|June 6, 2024
概括
R包的dgfr可视化了基因家族的多样性和表达. 它分析了序列分歧和基因集群,有助于理解基因家族的演化和功能.
科学领域:
- 基因组学就是基因组学.
- 生物信息学是一种生物信息学.
- 进化生物学 进化生物学
背景情况:
- 基因家族,即同源基因的组,是从重复事件中产生的,并随着变异而演变.
- 这些家族在各种生物过程中至关重要,包括宿主-病原体相互作用和发育.
- 目前用于可视化基因家族多样性和表达模式的方法有限.
研究的目的:
- 引入一种新的R包,dgfr,用于分析和可视化基因家族序列分歧和表达.
- 提供一个工具来估计基因家族内集群的数量.
主要方法:
- 该dgfr包可以接受编码序列 (CDS) 或氨基酸序列的多速率文件.
- 它执行双向序列对齐,距离估计和维度缩小.
- 聚类,基因分配和对差异和表达数据的可视化是关键组成部分.
主要成果:
- dgfr 能够对基因家族内的序列分歧进行估计和可视化.
- 该包可视化二次数据,例如基因表达特征.
- 它提供了一个基因家族内的集群数量的近似值.
结论:
- 该dgfr包提供了一种全面的方法来研究基因家族多样性和序列配置文件.
- 它促进了序列分散和表达模式的可视化.
- 该dgfr包是公开可用的,用于全基因组研究.
更多相关视频
07:09A Bioinformatics Pipeline for Investigating Molecular Evolution and Gene Expression using RNA-seq
Published on: May 28, 2021
9.5K
16:02Demonstration of the Sequence Alignment to Predict Across Species Susceptibility Tool for Rapid Assessment of Protein Conservation
Published on: February 10, 2023
2.7K
相关概念视频
Evolutionary Relationships through Genome Comparisons
5.7K
Genome comparison is one of the excellent ways to interpret the evolutionary relationships between organisms. The basic principle of genome comparison is that if two species share a common feature, it is likely encoded by the DNA sequence conserved between both species. The advent of genome sequencing technologies in the late 20th century enabled scientists to understand the concept of conservation of domains between species and helped them to deduce evolutionary relationships across diverse...
5.7K
Gene Evolution - Fast or Slow?
7.1K
The genomes of eukaryotes are punctuated by long stretches of sequence which do not code for proteins or RNAs. Although some of these regions do contain crucial regulatory sequences, the vast majority of this DNA serves no known function. Typically, these regions of the genome are the ones in which the fastest change, in evolutionary terms, is observed, because there is typically little to no selection pressure acting on these regions to preserve their sequences.
In contrast, regions which code...
In contrast, regions which code...
7.1K
Gene Families
8.8K
Gene families consist of groups of genes proposed to have originated from a common ancestor. Typically these arise through events in which a gene or genes are mistakenly duplicated during cell division. Unlike their parent genes (which are subject to selection pressure to maintain function), these gene copies do not need to preserve their sequences and may evolve at a relatively faster rate.
Occasionally these regions can be adapted to take on new roles within the organism, becoming novel genes...
Occasionally these regions can be adapted to take on new roles within the organism, becoming novel genes...
8.8K
Gene Duplication and Divergence
6.1K
The seminal work of Ohno in 1970 popularized the idea of gene duplication and divergence. DNA sequence comparison studies reveal that a large portion of the genes in bacteria, archaebacteria, and eukaryotes was generated by gene duplication and divergence, indicating its critical role in evolution.
The duplicated copies of the gene are called Paralogs. Paralogs with similar sequences and functions form a gene family. Across several species, a large number of gene families are...
The duplicated copies of the gene are called Paralogs. Paralogs with similar sequences and functions form a gene family. Across several species, a large number of gene families are...
6.1K
Multi-species Conserved Sequences
3.9K
Next-generation sequencing technologies have created large genomic databases of a variety of animals and plants. Ever since the human genome project was completed, scientists studied the genome of primates, mammals, and other phylogenetically distant living beings. Such large-scale studies have provided new insights into the evolutionary relationship between organisms.
Although the genome of each species varies greatly from each other, a few sequences are highly conserved. Such conserved...
Although the genome of each species varies greatly from each other, a few sequences are highly conserved. Such conserved...
3.9K
Genetic Variation
274
Genetic variation is the diversity in DNA sequences found among individuals of the same species. This diversity is crucial for a species' survival because it helps organisms adapt to environmental changes. Genetic variation begins with fertilization, where an egg and sperm cell merge. Each of these cells carries 23 chromosomes, up to 46 in the fertilized egg. Chromosomes are long DNA strands that contain genes, the basic units of heredity.
Genes exist in different versions called alleles,...
Genes exist in different versions called alleles,...
274
