Aqil Alber, Li Yanyan, Wang Zhiliang, Islam Saiful, Russell Madison, Kallak Theodora Kunovac, Saitou Marie, Gokcumen Omer, Masuda Naoki
Department of Biological Sciences, State University of New York at Buffalo, Buffalo, NY, USA.
Department of Mathematics, State University of New York at Buffalo, Buffalo, NY, USA.
bioRxiv. 2024 Aug 25:2024.08.24.609537. doi: 10.1101/2024.08.24.609537.
A fundamental challenge in biomedicine is understanding the mechanisms predisposing individuals to disease. While previous research has suggested that switch-like gene expression is crucial in driving biological variation and disease susceptibility, a systematic analysis across multiple tissues is still lacking. By analyzing transcriptomes from 943 individuals across 27 tissues, we identified 1,013 switch-like genes. We found that only 31 (3.1%) of these genes exhibit switch-like behavior across all tissues. These universally switch-like genes appear to be genetically driven, with large exonic genomic structural variants explaining five (~18%) of them. The remaining switch-like genes exhibit tissue-specific expression patterns. Notably, tissue-specific switch-like genes tend to be switched on or off in unison within individuals, likely under the influence of tissue-specific master regulators, including hormonal signals. Among our most significant findings, we identified hundreds of concordantly switched-off genes in the stomach and vagina that are linked to gastric cancer (41-fold, <10) and vaginal atrophy (44-fold, <10), respectively. Experimental analysis of vaginal tissues revealed that low systemic levels of estrogen lead to a significant reduction in both the epithelial thickness and the expression of the switch-like gene . We propose a model wherein the switching off of driver genes in basal and parabasal epithelium suppresses cell proliferation therein, leading to epithelial thinning and, therefore, vaginal atrophy. Our findings underscore the significant biomedical implications of switch-like gene expression and lay the groundwork for potential diagnostic and therapeutic applications.
生物医学中的一个基本挑战是了解个体易患疾病的机制。虽然先前的研究表明,类似开关的基因表达在驱动生物变异和疾病易感性方面至关重要,但仍缺乏对多个组织的系统分析。通过分析来自27个组织的943名个体的转录组,我们鉴定出1013个类似开关的基因。我们发现,这些基因中只有31个(3.1%)在所有组织中都表现出类似开关的行为。这些普遍类似开关的基因似乎是由遗传驱动的,大的外显子基因组结构变异解释了其中的5个(约18%)。其余类似开关的基因表现出组织特异性的表达模式。值得注意的是,组织特异性类似开关的基因在个体内往往会同时开启或关闭,这可能受到包括激素信号在内的组织特异性主调控因子的影响。在我们最重要的发现中,我们在胃和阴道中分别鉴定出数百个一致关闭的基因,它们分别与胃癌(41倍,<10)和阴道萎缩(44倍,<10)有关。对阴道组织的实验分析表明,全身雌激素水平低会导致上皮厚度和类似开关的基因表达显著降低。我们提出了一个模型,其中基底和副基底上皮中驱动基因的关闭会抑制其中的细胞增殖,导致上皮变薄,进而导致阴道萎缩。我们的发现强调了类似开关的基因表达的重大生物医学意义,并为潜在的诊断和治疗应用奠定了基础。