Department of Genetics, University of São Paulo, "Luiz de Queiroz" College of Agriculture, Av Pádua Dias, 11, Piracicaba, 13418-900, Brazil.
Queensland Alliance for Agriculture and Food Innovation, University of Queensland, Brisbane, 4072, Australia.
Sci Rep. 2022 May 24;12(1):8778. doi: 10.1038/s41598-022-12725-0.
Allele-specific expression (ASE) represents differences in the magnitude of expression between alleles of the same gene. This is not straightforward for polyploids, especially autopolyploids, as knowledge about the dose of each allele is required for accurate estimation of ASE. This is the case for the genomically complex Saccharum species, characterized by high levels of ploidy and aneuploidy. We used a Beta-Binomial model to test for allelic imbalance in Saccharum, with adaptations for mixed-ploid organisms. The hierarchical Beta-Binomial model was used to test if allele expression followed the expectation based on genomic allele dosage. The highest frequencies of ASE occurred in sugarcane hybrids, suggesting a possible influence of interspecific hybridization in these genotypes. For all accessions, genes showing ASE (ASEGs) were less frequent than those with balanced allelic expression. These genes were related to a broad range of processes, mostly associated with general metabolism, organelles, responses to stress and responses to stimuli. In addition, the frequency of ASEGs in high-level functional terms was similar among the genotypes, with a few genes associated with more specific biological processes. We hypothesize that ASE in Saccharum is largely a genotype-specific phenomenon, as a large number of ASEGs were exclusive to individual accessions.
等位基因特异性表达 (ASE) 代表同一基因的等位基因之间表达量的差异。对于多倍体生物,尤其是同源多倍体生物来说,这并不简单,因为需要了解每个等位基因的剂量,才能准确估计 ASE。基因组复杂的甘蔗属物种就是这种情况,其具有高水平的倍性和非整倍性。我们使用 Beta-Binomial 模型来测试甘蔗中的等位基因失衡,并针对混合倍性生物进行了适应性修改。分层 Beta-Binomial 模型用于测试等位基因表达是否遵循基于基因组等位基因剂量的预期。ASE 发生频率最高的是甘蔗杂种,这表明种间杂交可能对这些基因型有影响。对于所有的甘蔗品种,表现出 ASE 的基因(ASEGs)比具有平衡等位基因表达的基因更为罕见。这些基因与广泛的过程相关,主要与一般代谢、细胞器、应激反应和刺激反应有关。此外,在高功能术语中,ASEGs 的频率在不同基因型之间相似,只有少数基因与更具体的生物学过程相关。我们假设,在甘蔗中,ASE 很大程度上是一种特定基因型的现象,因为大量的 ASEGs 是个别品种所特有的。