
FOLLOWUS
1. 1 State Key Laboratory of Medical Molecular Biology & Key Laboratory of RNA and Hematopoietic Regulation & Department of Biochemistry, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences & School of Basic Medicine, Peking Union Medical College, Beijing 100005, China
2. 2 Department of Thoracic Surgery, Nanfang Hospital, Guangzhou 510515, China
3. 3 Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China
*Xinjie Bao, Tel: 86-18001182406, E-mail: xinjieabao@163.com;
Jia Yu, Tel: 86-10-69156423, E-mail: j-yu@ibms.pumc.edu.cn
收稿日期:2019-05-22,
网络出版日期:2019-05-22,
纸质出版日期:2019-05-22
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于姗, 王小爽, 曹开灿, 等. 血清外泌体中CDK6和RHOU mRNA可作为无功能垂体腺瘤侵袭性的标志物[J]. 中国医学科学杂志(英文版), 2019,34(3):168-176.
Yu Shan, Wang Xiaoshuang, Cao Kaican, et al. Identification of CDK6 and RHOU in Serum Exosome as Biomarkers for the Invasiveness of Non-functioning Pituitary Adenoma[J]. Chinese medical sciences journal, 2019, 34(3): 168-176.
于姗, 王小爽, 曹开灿, 等. 血清外泌体中CDK6和RHOU mRNA可作为无功能垂体腺瘤侵袭性的标志物[J]. 中国医学科学杂志(英文版), 2019,34(3):168-176. DOI: 10.24920/003585.
Yu Shan, Wang Xiaoshuang, Cao Kaican, et al. Identification of CDK6 and RHOU in Serum Exosome as Biomarkers for the Invasiveness of Non-functioning Pituitary Adenoma[J]. Chinese medical sciences journal, 2019, 34(3): 168-176. DOI: 10.24920/003585.
目的
探索无功能垂体腺瘤(non-functioning pituitary adenomas
NF-PAs)侵袭性的循环分子标志物。
方法
提取侵袭性NF-PAs(invasive NF-PAs
INF-PAs)和非侵袭性NF-PAs(noninvasive NF-PAs
NNF-PAs)患者外周血血清外泌体RNA
采用数字PCR检测候选基因的表达
t
检验分析其表达差异。同时利用基因表达值建立受试者工作特征曲线(receiver operating characteristic
ROC)
找出阈值
并计算该阈值区分INF-PAs的正确率、灵敏度、特异度和精度
以评估目的基因对侵袭性的诊断效果。
结果
CDK6和RHOU mRNA在INF-PAs中显著上调。ROC曲线显示:CDK6的曲线下面积为0.772(95%
CI
:0.600-0.943
P
=0.005)
区分INF-PAs的准确率为77.27%
灵敏度为83.33%
特异度为75.00%
精度为55.56%。RHOU的AUC为0.757(95%
CI
:0.599-0.915
P
=0.007)
区分准确率为72.73%
灵敏度为83.33%
特异度为68.75%
精度为50.00%。CDK6和RHOU mRNA在NF-PAs患者血清外泌体中的含量呈正相关(
r
=0.935
P
<
0.001)。同时用两个基因的阈值作为预测指标
得到的区分准确率为81.82%
灵敏度为83.33%
特异度为81.25%
精度为62.50%。
结论
血清外泌体中的CDK6和RHOU mRNA分子可作为诊断NF-PA侵袭性的标志物
使用两基因的双阈值诊断可提高准确率、特异度和精度。该结果提示了NF-PAs侵袭性的分子机制
并对侵袭性NF-PAs的早期临床诊断和预后具有重要意义。
Objective
To explore circulating biomarkers for screening the invasiveness of non-functioning pituitary adenomas (NF-PAs).
Methods
The exosomal RNAs were extracted from serum of patients with invasive NF-PA (INF-PA) or noninvasive NF-PA (NNF-PA). Droplet digital PCR was adapted to detect the mRNA expression of candidate genes related to tumor progression or invasion
such as cyclin dependent kinase 6 (CDK6)
ras homolog family member U (RHOU)
and spire type actin nucleation factor 2 (SPIRE2). Student’s
t
-test was used to analyze the statistical difference in the mRNA expression of candidate genes between the two groups. Receiver operating characteristic (ROC) curve was used to establish a model for predicting the invasiveness of NF-PAs. The accuracy
sensitivity
specificity and precision of the model were then obtained to evaluate the diagnostic performance.
Results
CDK6 (0.2600±0.0912
vs
. 0.1789±0.0628
t
=3.431
P
=0.0013) and RHOU mRNA expressions (0.2696±0.1118
vs
. 0.1788±0.0857
t
=2.946
P
=0.0052) were upregulated in INF-PAs patients’ serum exosomes as compared to NNF-PAs. For CDK6
the area under the ROC curve (AUC) was 0.772 (95%
CI
: 0.600-0.943
P
=0.005)
the accuracy
sensitivity
specificity and precision were 77.27%
83.33%
75.00% and 55.56% to predict the invasiveness of NF-PAs. For RHOU
the AUC was 0.757 (95%
CI
: 0.599-0.915
P
=0.007)
the accuracy
sensitivity
specificity and precision were 72.73%
83.33%
68.75% and 50.00%. In addition
the mRNA levels of CDK6 and RHOU in serum exosomes were significantly positively correlated (
r
=0.935
P
<
0.001). After combination of the cut-off scores of the two genes
the accuracy
sensitivity
specificity and precision were 81.82%
83.33%
81.25% and 62.50%.
Conclusions
CDK6 and RHOU mRNA in serum exosomes can be used as markers for predicting invasiveness of NF-PAs. Combination of the two genes performs better in distinguishing INF-PAs from NNF-PAs. These results indicate CDK6 and RHOU play important roles in the invasiveness of NF-PAs
and the established diagnostic method is valuable for directing the clinical screening and postoperative treatment.
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