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在 22°C 和 37°C 下培养时用于 qRT-PCR 的管家基因的稳定性评估。

Stability assessment of housekeeping genes for qRT-PCR in cultured at 22°C and 37°C.

机构信息

Department of Laboratory Medicine, Nanjing Drum Tower Hospital, Nanjing, Jiangsu, China.

Department of Acute Infectious Disease Control and Prevention, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, Jiangsu, China.

出版信息

Microbiol Spectr. 2024 Nov 5;12(11):e0114624. doi: 10.1128/spectrum.01146-24. Epub 2024 Oct 4.

Abstract

, a species within the genus , thrives optimally at 22-25°C but can also grow at the mammalian core body temperature of 37°C. This dual temperature adaptability necessitates establishing both temperature conditions in research to examine the effects on various biological processes. In quantitative real-time PCR (qRT-PCR) assays, the selection of appropriate housekeeping genes is vital for data accuracy. Nevertheless, the lack of alternatives and information often leads to the default use of the 16S rRNA gene despite potential limitations. This investigation sourced 16 potential reference genes through a comprehensive review of the literature and transcriptome sequencing data analysis. We validated the expression stability of these genes via qRT-PCR across 12 strains, representing the four prevalent serotypes O:3, O:5,27, O:8, and O:9, isolated from diarrheal patient stool samples. This approach aimed to minimize the impact of serotype heterogeneity. After acquiring Cq values, gene stability was evaluated using four established algorithms-ΔCq, geNorm, NormFinder, and BestKeeper-and subsequently synthesized into a consolidated ranking through the Robust Rank Aggregation (RRA) method. Our study suggests that the genes , , , , , and maintain consistent expression across varying culture temperatures, supporting their candidacy as robust housekeeping genes. We advise against the exclusive use of 16S rRNA for this purpose. Should tradition prevail in its utilization, it must be employed with discernment, preferably alongside one or two of the housekeeping genes identified in this study as internal controls.IMPORTANCEIn our study, we focused on identifying stable reference genes for quantitative real-time PCR (qRT-PCR) experiments on cultured at different temperatures (22°C and 37°C). After thoroughly evaluating 16 candidate genes, we identified six genes-, , , , , and -as exhibiting stable expression across these temperature conditions, making them ideal reference genes for studies. This discovery is crucial for ensuring the accuracy and reliability of qRT-PCR data, as the choice of appropriate reference genes is key to normalizing expression data and minimizing experimental variability. Importantly, our research extended beyond bioinformatics analysis by incorporating validation with clinical strains, bridging the gap between theoretical predictions and practical application. This approach not only underscores the robustness and reliability of our findings but also directly addresses the critical need for experimental validation in the field. By providing a set of validated, stably expressed reference genes, our work offers valuable guidance for designing experiments involving , enhancing the reliability of research outcomes, and advancing our understanding of this significant pathogen.

摘要

, 一种属于 属的物种,最适生长温度为 22-25°C,但也能在哺乳动物的核心体温 37°C 下生长。这种双重的温度适应性需要在研究中建立两种温度条件,以研究对各种生物过程的影响。在定量实时 PCR(qRT-PCR) 实验中,选择合适的管家基因对于数据准确性至关重要。然而,由于缺乏替代物和信息,尽管存在潜在的局限性,16S rRNA 基因通常仍被默认使用。本研究通过全面回顾文献和转录组测序数据分析,确定了 16 个潜在的参考基因。我们通过 qRT-PCR 在 12 株代表四种流行血清型 O:3、O:5、27、O:8 和 O:9 的菌株中验证了这些基因的表达稳定性,这些菌株均从腹泻患者的粪便样本中分离得到。这种方法旨在最大限度地减少血清型异质性的影响。获得 Cq 值后,使用四种已建立的算法-ΔCq、geNorm、NormFinder 和 BestKeeper-评估基因的稳定性,然后通过稳健秩聚合(RRA)方法将其综合成一个综合排名。我们的研究表明,基因 、 、 、 、 和 在不同的培养温度下表达稳定,支持它们作为稳健管家基因的候选基因。我们不建议单独使用 16S rRNA 来达到这个目的。如果传统上继续使用它,就必须谨慎使用,最好与本研究中确定的一两个管家基因一起作为内部对照使用。重要性在本研究中,我们专注于确定在不同温度(22°C 和 37°C)下培养的 进行定量实时 PCR(qRT-PCR) 实验的稳定参考基因。在对 16 个候选基因进行彻底评估后,我们确定了六个基因- 、 、 、 、 和 -在这些温度条件下表达稳定,使其成为 研究的理想参考基因。这一发现对于确保 qRT-PCR 数据的准确性和可靠性至关重要,因为选择合适的参考基因是标准化表达数据和最小化实验变异性的关键。重要的是,我们的研究不仅通过纳入对临床菌株的验证来扩展到生物信息学分析,从而弥合了理论预测和实际应用之间的差距。这种方法不仅突出了我们研究结果的稳健性和可靠性,而且直接满足了该领域对实验验证的迫切需求。通过提供一组经过验证、稳定表达的参考基因,我们的工作为涉及 的实验设计提供了有价值的指导,提高了研究结果的可靠性,并加深了我们对这一重要病原体的理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4d58/11536982/ab6e82dbf8d3/spectrum.01146-24.f001.jpg

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