Study on plasma lncRNA RNF5P1 as a biomarker for ischemic stroke
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摘要:
目的 探讨血浆长链非编码RNA(lncRNA)RNF5P1表达水平与缺血性脑卒中(ischemic stroke, IS)发病风险的关联, 评估血浆RNF5P1作为IS生物标记物的可行性。 方法 采用1:1匹配的病例对照研究, 在深圳地区选取302对性别年龄匹配的IS新发病例和正常体检对照, 采用微滴式数字PCR检测血浆lncRNA RNF5P1的表达水平, 采用条件Logistic回归分析模型分析RNF5P1表达水平与IS发病风险之间的关联, 采用受试者工作特征曲线及重新分类的方法评估RNF5P1是否可作为IS的分子标记物。 结果 IS病例组血浆lncRNA RNF5P1的表达水平高于对照组, 差异有统计学意义(P < 0.001)。高表达水平的RNF5P1与IS发病风险增加有关, 校正其他危险因素后, OR值为2.52(95% CI:1.12~5.64)。与传统危险因素模型相比, 加入lncRNA RNF5P1后, 模型的曲线下面积增加(P < 0.001), 净重分类改善度为0.42(95% CI:0.26~0.57), 综合区分改善度为0.24(95% CI:0.14~0.34)。 结论 血浆lncRNA RNF5P1表达水平升高与IS发病风险增加有关, lncRNA RNF5P1有望作为IS的生物标记物。 Abstract:Objective To explore the association between the expression level of plasma long non-coding RNA(lncRNA) RNF5 P1 and the risk of ischemic stroke(IS), and to examine the potential of RNF5 P1 as a biomarker for IS. Methods A 1:1 matched case-control study with 302 pairs of newly diagnosed IS patients and controls was conducted in Shenzhen. LncRNA expression levels were measured using droplet digital polymerase chain reaction. Conditional logistic regression model was used to assess the association between plasma RNF5 P1 expression level and IS risk. The receiver operating characteristic(ROC) and reclassification analysis were conducted to assess the feasibility of using plasma RNF5 P1 as a novel biomarker for the detection of IS. Results The expression levels of lncRNA RNF5 P1 were signific-antly higher in the patients with IS than the controls(P < 0.001). The higher expression level of RNF5 P1 was associated with increased risk of IS, and the adjusted odds ratio was 2.52(95%CI: 1.12-5.64). Addition of RNF5 P1 to the well-recognized risk factors led to significant improvement in the area under the ROC curve(P < 0.001), with a net reclassification improvement of 0.42(95%CI:0.26-0.57) and an integrated discrimination improvement of 0.24(95% CI: 0.14-0.34). Conclusions The level of plasma RNF5 P1 is positively associated with the risk of IS. Our results suggest the potential for plasma lncRNA RNF5 P1 to be used as a novel molecular biomarker for IS. -
Key words:
- Ischemic stroke /
- Long non-coding RNA /
- Plasma /
- Biomarker
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表 1 两组人群基本情况比较[n(%)]
Table 1. Basic characteristics of the study population [n(%)]
变量 病例组(n=302) 对照组(n=302) t/χ2/Z值 P值 年龄(岁, x±s) 63.28±8.85 63.30±8.45 0.410 0.682 男性 184(60.93) 184(60.93) 0.000 1.000 BMI(kg/m2, x±s) 24.01±3.19 23.63±2.88 -1.601 0.110 吸烟 44(14.57) 52(17.22) 0.645 0.422 饮酒 13(4.30) 40(13.25) 13.796 < 0.001 高血压 225(74.50) 130(43.05) 54.882 < 0.001 糖尿病 108(35.76) 46(15.23) 31.534 < 0.001 高脂血症 90(29.80) 100(33.11) 0.623 0.430 CRP[mg/dl, M(P25, P75)] 2.34(1.07, 5.90) 0.17(0.12, 0.27) -5.763 < 0.001 表 2 血浆lncRNA RNF5P1表达水平与IS发病风险的关联性
Table 2. Association between the plasma lncRNA RNF5P1 expression level and the IS risk
RNF5P1 n(对照/病例) 模型1a 模型2b OR (95% CI)值 P值 OR (95% CI)值 P值 低表达(< -5.11) 151/57 1.00 1.00 高表达(≥-5.11) 151/245 5.27(3.34~8.32) < 0.001 2.52(1.12~5.64) 0.025 连续模型 - 3.37(2.46~4.63) < 0.001 1.91(1.16~3.17) 0.012 注:a单因素条件Logistic回归模型; b多因素条件Logistic回归模型, 在纳入RNF5P1的基础上同时调整BMI、吸烟、饮酒、高血压、糖尿病、高脂血症及CRP水平。 表 3 血浆lncRNA RNF5P1的曲线下面积、净重分类改善度和综合区分改善度
Table 3. Reclassification analysis of plasma lncRNA RNF5P1 as the diagnostic biomarker for IS
模型 AUC (95% CI) P值d NRI (95% CI)值 IDI (95% CI)值 模型1a 0.74(0.70~0.77) - - - 模型2b 0.71(0.67~0.74) - - - 模型3c 0.79(0.76~0.82) < 0.001 0.42(0.26~0.57) 0.24(0.14~0.34) 注:a包括性别、年龄、BMI、吸烟、饮酒、高血压、糖尿病及高脂血症等传统危险因素; b包括RNF5P1;c在模型1的基础上纳入了RNF5P1;d表示模型3的AUC与模型1相比, 是否存在差异。 -
[1] Liu L, Wang D, Wong KS, et al. Stroke and stroke care in China: huge burden, significant workload, and a national priority[J]. Stroke, 2011, 42(12): 3651-3654.DOI: 10. 1161/STROKEAHA. 111. 635755. [2] 国家卫生和计划生育委员会.中国卫生和计划生育统计年鉴2016[M].北京: 中国协和医科大学出版社, 2016.National Health and Family Planning Commission. China health and family planning statistical yearbook 2016[M]. Beijing: China Union Medical University Press, 2016. [3] Mercer TR, Dinger ME, Mattick JS. Long non-coding RNAs: insights into functions[J]. Nat Rev Genet, 2009, 10(3): 155-159.DOI: 10. 1038/nrg2521. [4] Uchida S, Dimmeler S. Long noncoding RNAs in cardiovascular diseases[J]. Circ Res, 2015, 116(4): 737-750.DOI: 10. 1161/CIRCRESAHA. 116. 302521. [5] Leung A, Stapleton K, Natarajan R. Functional long non-coding RNAs in vascular smooth muscle cells[J]. Curr Top Microbiol Immunol, 2016, 394: 127-141.DOI: 10. 1007/82_2015_441. [6] 袁冬妹, 吴思英, 黄素丽, 等.血浆miRNA表达与儿童急性淋巴细胞白血病风险的关联研究[J].中华流行病学杂志, 2017, 38(9): 1252-1258.DOI: 10. 3760/cma. j. issn. 0254-6450. 2017. 09. 022.Yuan DM, Wu SY, Huang SL, et al. Association between expression of plasma miRNA and the risk of childhood acute lymphocytic leukemia[J]. Chin J Epidemiol, 2017, 38(9): 1252-1258. DOI: 10. 3760/cma. j. issn. 0254-6450. 2017. 09. 022. [7] Jauch EC, Saver JL, Adams HP, et al. Guidelines for the early management of patients with acute ischemic stroke: a guideline for healthcare professionals from the American Heart Association/American Stroke Association[J]. Stroke, 2013, 44(3): 870-947.DOI: 10. 1161/STR. 0b013e318284056a. [8] Chalela JA, Kidwell CS, Nentwich LM, et al. Magnetic resonance imaging and computed tomography in emergency assessment of patients with suspected acute stroke: a prospective comparison[J]. Lancet, 2007, 369(9558): 293-298.DOI: 10. 1016/S0140-6736(07)60151-2. [9] 王伊龙, 王拥军, 吴敌, 等.中国卒中防治研究现状[J].中国卒中杂志, 2007, 2(1): 20-37.DOI: 10. 3969/j. issn. 1673-5765. 2007. 01. 007.Wang YL, Wang YJ, Wu D, et al. Current situation of stroke prevention and treatment in China[J]. Chin J Stroke, 2007, 2(1): 20-37. DOI: 10. 3969/j. issn. 1673-5765. 2007. 01. 007. [10] Granger CB, Laskowitz DT. Biomarkers in stroke: when will they impact care[J]. J Am Coll Cardiol, 2010, 56(13): 1054-1055.DOI: 10. 1016/j. jacc. 2010. 05. 033. [11] Wilusz JE, Sunwoo H, Spector DL. Long noncoding RNAs: functional surprises from the RNA world[J]. Genes Dev, 2009, 23(13): 1494-1504.DOI: 10. 1101/gad. 1800909. [12] Zhang J, Yuan L, Zhang X, et al. Altered long non-coding RNA transcriptomic profiles in brain microvascular endothelium after cerebral ischemia[J]. Exp Neurol, 2016, 277: 162-170.DOI: 10. 1016/j. expneurol. 2015. 12. 014. [13] Viereck J, Thum T. Circulating noncoding RNAs as biomarkers of cardiovascular disease and injury[J]. Circ Res, 2017, 120(2): 381-399.DOI: 10. 1161/CIRCRESAHA. 116. 308434. [14] Dykstra-Aiello C, Jickling GC, Ander BP, et al. Altered expression of long noncoding RNAs in blood after ischemic stroke and proximity to putative stroke risk loci[J]. Stroke, 2016, 47(12): 2896-2903.DOI: 10. 1161/STROKEAHA. 116. 013869. [15] Tcherpakov M, Delaunay A, Toth J, et al. Regulation of endoplasmic reticulum-associated degradation by RNF5-dependent ubiquitination of JNK-associated membrane protein(JAMP)[J]. J Biol Chem, 2009, 284(18): 12099-12109.DOI: 10. 1074/jbc. M808222200. [16] Bromberg KD, Kluger HM, Delaunay A, et al. Increased expression of the E3 ubiquitin ligase RNF5 is associated with decreased survival in breast cancer[J]. Cancer Res, 2007, 67(17): 8172-8179.DOI: 10. 1158/0008-5472. CAN-07-0045. [17] 陈贵海.炎症与缺血性脑卒中[J].中华神经科杂志, 2010, 43(8): 531-533.DOI: 10. 3760/cma. j. issn. 1006-7876. 2010. 08. 002.Cheng GH. Inflammation and ischemic stroke[J]. Chin J Neurol, 2010, 43(8): 531-533. DOI: 10. 3760/cma. j. issn. 1006-7876. 2010. 08. 002.