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Effect of storage time on gene expression data acquired from unfrozen archived newborn blood spots

机译:储存时间对从未冻结的新生儿血点采集的基因表达数据的影响

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摘要

Unfrozen archived newborn blood spots (NBS) have been shown to retain sufficient messenger RNA (mRNA) for gene expression profiling. However, the effect of storage time at ambient temperature for NBS samples in relation to the quality of gene expression data is relatively unknown. Here, we evaluated mRNA expression from quantitative real-time PCR (qRT-PCR) and microarray data obtained from NBS samples stored at ambient temperature to determine the effect of storage time on the quality of gene expression. These data were generated in a previous case-control study examining NBS in 53 children with cerebral palsy (CP) and 53 matched controls. NBS sample storage period ranged from 3 to 16 years at ambient temperature. We found persistently low RNA integrity numbers (RIN = 2.3 ± 0.71) and 28S/18S rRNA ratios (∼0) across NBS samples for all storage periods. In both qRT-PCR and microarray data, the expression of three common housekeeping genes—beta cytoskeletal actin (ACTB), glyceraldehyde 3-phosphate dehydrogenase (GAPDH), and peptidylprolyl isomerase A (PPIA)—decreased with increased storage time. Median values of each microarray probe intensity at log2 scale also decreased over time. After eight years of storage, probe intensity values were largely reduced to background intensity levels. Of 21,500 genes tested, 89% significantly decreased in signal intensity, with 13,551, 10,730, and 9,925 genes detected within 5 years, > 5 to < 10 years, and > 10 years of storage, respectively. We also examined the expression of two gender-specific genes (X inactivation-specific transcript, XIST and lysine-specific demethylase 5D, KDM5D) and seven gene sets representing the inflammatory, hypoxic, coagulative, and thyroidal pathways hypothesized to be related to CP risk to determine the effect of storage time on the detection of these biologically relevant genes. We found the gender-specific genes and CP-related gene sets detectable in all storage periods, but exhibited differential expression (between male vs. female or CP vs. control) only within the first six years of storage. We concluded that gene expression data quality deteriorates in unfrozen archived NBS over time and that differential gene expression profiling and analysis is recommended for those NBS samples collected and stored within six years at ambient temperature.
机译:已显示未冻结的新生儿血斑(NBS)保留了足够的信使RNA(mRNA)用于基因表达谱分析。但是,相对于基因表达数据的质量,NBS样品在环境温度下的存储时间的影响是相对未知的。在这里,我们通过定量实时PCR(qRT-PCR)和从在环境温度下存储的NBS样品获得的微阵列数据评估了mRNA的表达,以确定存储时间对基因表达质量的影响。这些数据是在先前的病例对照研究中生成的,该研究检查了53名脑瘫(CP)儿童和53位匹配的对照的NBS。在环境温度下,NBS样品的存储期限为3至16年。我们发现在所有存储期间,NBS样品的RNA完整性数值始终较低(RIN = 2.3±0.71)和28S / 18S rRNA比率(〜0)。在qRT-PCR和微阵列数据中,三种常见的管家基因-β细胞骨架肌动蛋白(ACTB),甘油醛3-磷酸脱氢酶(GAPDH)和肽基脯氨酰异构酶A(PPIA)的表达随保存时间的增加而降低。随着时间的推移,每个微阵列探针强度在log2尺度下的中值也降低。存储八年后,探针强度值大大降低到背景强度水平。在测试的21,500个基因中,信号强度显着降低了89%,分别在5年,> 5至<10年和> 10年内检测到13,551、10,730和9,925个基因。我们还检查了两个性别特异性基因(X失活特异性转录本,XIST和赖氨酸特异性脱甲基酶5D,KDM5D)的表达以及代表假设与CP风险相关的炎症,低氧,凝血和甲状腺途径的七个基因集的表达。以确定储存时间对这些生物学相关基因检测的影响。我们发现性别特异性基因和与CP相关的基因集在所有存储期间均可检测到,但仅在存储的前六年内才表现出差异表达(男性与女性之间或CP与对照之间)。我们得出的结论是,在未冻结的NBS中,基因表达数据的质量会随着时间的推移而下降,建议对那些在环境温度下六年内收集和存储的NBS样品进行差异基因表达谱分析。

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