使用基因组数据评估重组对隔离与迁移模型估计的影响:一个模拟研究
1Department of Applied Statistics, Kyonggi University, Suwon 16227, Korea.
Genomics & informatics
|July 7, 2023
概括
重组显著偏差在隔离与迁移 (IM) 模型中的估计,高估人口规模和低估移民率. 分裂时间仍然是准确的,这突显了需要对重组意识的进化分析的需要.
科学领域:
- 进化生物学是进化的生物学.
- 人口遗传学 人口遗传学
- 基因组学就是基因组学.
背景情况:
- 重组事件使进化史复杂化,并影响孤立与迁移 (IM) 模型的推断.
- 现有的IM推断方法通常假设局部内没有再组合,局部之间自由再组合.
研究的目的:
- 用基因组数据研究重组对IM模型参数估计的影响.
- 为了评估参数估计器与不同数量的位点和重组率的一致性.
主要方法:
- 进行了一项模拟研究,使用多达1000个位置.
- 分析了真正的基因树,以确定IM模型参数估计中的错误来源.
主要成果:
- 重组引入了IM模型参数估计中的偏差.
- 人口规模被高估,移民率被低估,随着地区的增加.
- 偏差的大小随着100多个位置的重组率而增加.
- 分裂时间估计保持一致,无论位置数.
结论:
- 重组显著影响IM模型参数估计的准确性,特别是对于人口规模和迁移率.
- 分割时间与IM模型推理中的位置数保持稳定.
- 再组合的存在需要开发更复杂的IM模型来准确地推断进化.
相关概念视频
Crossing Over
4.5K
Crossing over is the exchange of genetic information between homologous chromosomes during prophase I of meiosis I. Genetic recombination gives rise to allelic diversity in the newly formed daughter cells. In humans, crossing over produces genetically distinct haploid egg and sperm cells that undergo fertilization to produce unique offspring. Before cell division starts, the germ cell’s chromosome(s) undergo duplication in the S phase of the cell cycle. As the cells enter prophase I,...
4.5K
Mutation, Gene Flow, and Genetic Drift
58.7K
In a population that is not at Hardy-Weinberg equilibrium, the frequency of alleles changes over time. Therefore, any deviations from the five conditions of Hardy-Weinberg equilibrium can alter the genetic variation of a given population. Conditions that change the genetic variability of a population include mutations, natural selection, non-random mating, gene flow, and genetic drift (small population size).
58.7K
Conservative Site-specific Recombination and Phase Variation
6.0K
Because the DNA segments are cut and reorganized in a direction-specific manner, site-specific recombination has emerged as an efficient genetic engineering technique. Flippase and Cyclization recombinases or Flp and Cre, respectively, are two members of the tyrosine recombinase family derived from bacteriophages, that are used to mediate site-specific DNA insertions, deletions, and targeted expression of proteins in mammalian cell lines.
The recognition sites for Cre recombinase called LoxP...
The recognition sites for Cre recombinase called LoxP...
6.0K
Gene Conversion
9.8K
Other than maintaining genome stability via DNA repair, homologous recombination plays an important role in diversifying the genome. In fact, the recombination of sequences forms the molecular basis of genomic evolution. Random and non-random permutations of genomic sequences create a library of new amalgamated sequences. These newly formed genomes can determine the fitness and survival of cells. In bacteria, homologous and non-homologous types of recombination lead to the evolution of new...
9.8K
Mismatch Repair
4.9K
Organisms are capable of detecting and fixing nucleotide mismatches that occur during DNA replication. This sophisticated process requires identifying the new strand and replacing the erroneous bases with correct nucleotides. Mismatch repair is coordinated by many proteins in both prokaryotes and eukaryotes.
The Mutator Protein Family Plays a Key Role in DNA Mismatch Repair
The human genome has more than 3 billion base pairs of DNA per cell. Prior to cell division, that vast amount of genetic...
The Mutator Protein Family Plays a Key Role in DNA Mismatch Repair
The human genome has more than 3 billion base pairs of DNA per cell. Prior to cell division, that vast amount of genetic...
4.9K
Genetic Drift
40.0K
Natural selection—probably the most well-known evolutionary mechanism—increases the prevalence of traits that enhance survival and reproduction. However, evolution does not merely propagate favorable traits, nor does it always benefit populations.
40.0K


