WO2023134553A1 - Plasma exosome circrna marker and application thereof - Google Patents

Plasma exosome circrna marker and application thereof Download PDF

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WO2023134553A1
WO2023134553A1 PCT/CN2023/070832 CN2023070832W WO2023134553A1 WO 2023134553 A1 WO2023134553 A1 WO 2023134553A1 CN 2023070832 W CN2023070832 W CN 2023070832W WO 2023134553 A1 WO2023134553 A1 WO 2023134553A1
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ami
circ
exosome
hsa
plasma
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谢博洽
刘晓艳
苏丕雄
袁雯
高杰
张文谦
张叶萍
贾彦熊
杨敏福
王丽
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首都医科大学附属北京朝阳医院
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  • the invention relates to the technical field of molecular diagnosis, in particular to a plasma exosome circRNA marker and its application.
  • Acute myocardial infarction is one of the most common cardiovascular diseases, which seriously threatens human health.
  • Acute myocardial infarction is myocardial necrosis caused by acute and persistent coronary ischemia and hypoxia.
  • cTnT Traditional circulating biomarkers such as cTnT play an important role in the diagnosis and prognosis of AMI.
  • cTnT has high sensitivity, but since cTnT is also easily detected in non-AMI patients (such as heart failure or pulmonary embolism patients), So its specificity is relatively low. Therefore, exploring the pathogenesis of AMI and finding more specific biomarkers is the key to improving the treatment and prognosis of AMI patients.
  • the first purpose of the present invention is to provide a plasma exosomal circRNA marker, which can be used as a detection biomarker for acute myocardial infarction, and has higher specificity than traditional circulating biomarkers, The detection is quick and convenient, and the cost is low.
  • the present invention also provides the application of plasma exosome circRNA markers.
  • the present invention provides a plasma exosome circRNA marker, the plasma exosome circRNA marker is hsa_circ_0001558, and the nucleotide sequence of the hsa_circ_0001558 is shown in SEQ ID NO:1.
  • the present invention provides an application of a plasma exosome circRNA marker as a detection marker for acute myocardial infarction.
  • the present invention provides a diagnostic product including plasma exosomal circRNA markers for detecting acute myocardial infarction.
  • the diagnostic product is a chip, preparation or kit.
  • the present invention has the following advantages:
  • the marker exosome hsa_circ_0001558 provided by the present invention has higher sensitivity for detecting AMI, the area under the ROC curve for diagnosing AMI is 0.793, and the area under the ROC curve for diagnosing NST-AMI is 0.72 , the area under the ROC curve for the diagnosis of ST-AMI is 0.831, the specificity is stronger, the detection is faster and more convenient, and the cost is lower.
  • the marker exosome hsa_circ_0001558 provided by the present invention has a high expression level in AMI patients, and can be used as a diagnostic marker for acute myocardial infarction. Compared with AMI, exosome hsa_circ_0001119 has higher expression level and stronger specificity.
  • Figure 1 is a TEM image of exosomes (bar, 200nm) extracted from plasma in an embodiment of the present invention
  • Figure 2 is a particle size distribution diagram of plasma exosomes in an embodiment of the present invention.
  • Fig. 3 is the Western blot analysis figure of exosome marker protein CD63 and HSP70 in the embodiment of the present invention
  • Fig. 4 is the volcano graph and histogram of differentially expressed circRNAs in the embodiment of the present invention.
  • Fig. 5 is a small sample size verification result figure in the embodiment of the present invention.
  • Fig. 6 is a large sample size verification result figure in the embodiment of the present invention.
  • Fig. 7 is the expression change and ROC curve of exosome hsa_circ_0001558 in NST-AMI and ST-AMI in the embodiment of the present invention.
  • Patients hospitalized in Beijing Chaoyang Hospital affiliated to Capital Medical University and Baotou Central Hospital in Inner Mongolia from October 2016 to March 2018 were selected, including 120 patients with AMI (acute myocardial infarction) and 83 patients with NCCP (non-cardiac chest pain). Record the patient's gender, age, smoking history, drinking history, SBP (systolic blood pressure), DBP (diastolic blood pressure), TC (total cholesterol), TG (triglycerides), HDL (high-density lipoprotein), LDL (low-density lipoprotein) lipoprotein) and other clinical data.
  • AMI acute myocardial infarction
  • NCCP non-cardiac chest pain
  • Inclusion criteria acute myocardial infarction (diagnostic criteria based on 2015 ESC/AHA/ACC guidelines): ischemic symptoms, elevated expression of cTnT (troponin) and CK-MB (creatine kinase isoenzyme), pathological Q wave in electrocardiogram. All AMI patients were diagnosed for the first time. Patients with non-cardiac chest pain: admitted to hospital with chest pain, coronary angiography was negative, and the final diagnosis was cardiac neurosis, arteriosclerosis, reflux esophagitis, and hyperlipidemia.
  • Exclusion criteria AMI combined with other diseases such as diabetes, hypothyroidism, bronchial asthma, chronic kidney disease, tumors, etc.
  • exosome extraction kit to isolate exosomes from plasma as follows:
  • PBS phosphate buffer saline
  • PVDF polyvinylidene fluoride
  • RNA concentration was measured with Nano Drop 2000 (Thermo Scientific, USA), and the RNA amount was >4 ⁇ g; the RNA concentration was 50ng/ ⁇ L-500ng/ ⁇ L; the RNA absorbance 260/280 was between 1.8-2.1.
  • exosomal RNA undergoes pre-treatments such as purification, and then reverse-transcribes to form cDNA, ends are repaired, adapters are added, and PCR amplification is used to build a library. After passing the quality inspection, it is sequenced on the machine. After obtaining the original data, first filter the data, remove adapter sequences and low-quality read lengths, then evaluate the sequencing quality to obtain high-quality data, and compare the high-quality data with reference data to obtain BAM files.
  • pre-treatments such as purification
  • reverse-transcribes to form cDNA
  • ends are repaired
  • adapters are added
  • PCR amplification is used to build a library. After passing the quality inspection, it is sequenced on the machine. After obtaining the original data, first filter the data, remove adapter sequences and low-quality read lengths, then evaluate the sequencing quality to obtain high-quality data, and compare the high-quality data with reference data to obtain BAM files.
  • RNA reverse transcription kit The reverse transcription of RNA is carried out with a reverse transcription kit using a two-step method, and the specific steps are as follows:
  • the level of circRNA was detected using PowerUp TM SYBR TM Green Master Mix Fluorescence Quantitative Kit and ABI 7500 PCR instrument. Take 4 ⁇ L of 10-fold diluted cDNA as a template, set up 3 parallel wells for each sample, and use 18S RNA as an internal reference gene.
  • reaction system is as follows: 10 ⁇ L of 2X Master Mix, 4 ⁇ L of H 2 O, 1 ⁇ L of Primer F (10 ⁇ M), 1 ⁇ L of Primer R (10 ⁇ M), and 4 ⁇ L of cDNA.
  • SPSS17.0 software was used for statistical analysis. Normally distributed data were expressed as mean ⁇ standard deviation (X ⁇ S), and non-normally distributed data were expressed as median (P25, P75). The t-test was used for the comparison between two groups of normally distributed data, the non-parametric test was used for the comparison of non-normally distributed data between two groups, and the chi-square test was used for the comparison of the data rates of the two groups. Differences in circRNA levels were determined by the Mann-Whitney U test. To assess the predictive value of selected circRNAs for AMI, we used ROC curves, and a P value ⁇ 0.05 was considered statistically significant.
  • the particle size of the extracted vesicle particles is 30-200nm, and the main peak is around 100nm, as shown in Figure 2.
  • circRNAs that were annotated in the circBase database, had high expression levels in the AMI group, and had a large increase factor among the up-regulated circRNAs.
  • circRNAs exosome hsa_circ_0001535, exosome hsa_circ_0003270, exosome hsa_circ_0000972, exosome hsa_circ_0001119 and exosome hsa_circ_0001558), as shown in panel B in Figure 4.
  • the method of RT-PCR was verified in small samples.
  • the small sample cohort selected 20 patients with NCCP and 20 patients with AMI, and the clinical data are shown in Table 4.
  • Table 4 There was no difference in age, sex, height, weight, etc. between the two groups; the proportion of hyperlipidemia, WBC (white blood cells), GLU (glucose), K + , AST (aspartate aminotransferase), ALT (alanine aminotransferase) , CRP (C-reactive protein), FT3 (serum free triiodothyronine), FT4 (serum free thyroxine), sTSH (sensitive thyroid-stimulating hormone), CK-MB, TNI (serum myocardial necrosis markers) levels
  • the AMI group was significantly higher than the NCCP group; LVEF (%) (left ventricular ejection fraction), Na + levels were significantly lower in the AMI group than the NCCP group.
  • the area under the ROC curve for the diagnosis of AMI in this cohort was 0.685 (as shown in A and D in Figure 5);
  • the NCCP group (3.43 (1, 12.4)) was significantly increased (P ⁇ 0.05), which was 4.58 times that of the NCCP group;
  • the area under the ROC curve for diagnosing AMI in this cohort population was 0.683 (as shown in Fig.
  • Figure A in Figure 5 shows the relative expression level of exosome hsa_circ_0001535 in AMI and NCCP;
  • Figure B shows the relative expression level of exosome hsa_circ_0001558 in AMI and NCCP;
  • Figure C shows the relative expression level of exosome hsa_circ_0000972 in AMI and NCCP
  • D is the ROC curve of exosome hsa_circ_0001535 for the diagnosis of AMI;
  • E is the ROC curve of exosome hsa_circ_0000972 for the diagnosis of AMI;
  • F is the ROC curve of exosome hsa_circ_0001558 for the diagnosis of AMI.
  • the clinical information of 48 NCCP and 85 AMI patients are shown in Table 5.
  • the proportion of male patients in the AMI group, heart rate, proportion of hypertension, proportion of hyperlipidemia, WBC, HB, TG, GLU, AST, ALT, K + , DD, CRP, TT3, FT3, sTSH, CK-MB, TnI The level is higher than that of NCCP group, and the level of LVEF(%) and Na + is lower than that of NCCP group.
  • AMI patients were further divided into ST-segment elevation AMI (ST-AMI) and non-ST-segment elevation AMI (NST-AMI), and the relative expression of plasma exosome hsa_circ_0001558 in NST-AMI group (5.54(4, 11.96)) was significantly higher than that of the NCCP group (1.98(0.74,6.44)), which was 2.80 times that of the NCCP group, and the area under the ROC curve for the diagnosis of NST-AMI was 0.72; the relative expression in the ST-AMI group (10.44( 6.95, 22.93)) was 5.27 times that of the NCCP group, and the area under the ROC curve for the diagnosis of ST-AMI was 0.831, as shown in Figure 7 ( Figure A shows the expression of exosome hsa_circ_0001 558 in NST-AMI and ST-AMI Change; B is the ROC curve of exosome hsa_circ_0001558 for the diagnosis of NST-AMI; C is the
  • AMI mostly occurs in coronary atherosclerotic stenosis, mainly caused by plaque rupture or thrombosis and secondary coronary artery obstruction, leading to myocardial cell apoptosis and myocardial necrosis.
  • Most of the existing studies have focused on the role and mechanism of miRNA in exosomes in the early diagnosis of AMI, transplantation therapy, and myocardial fibrosis and angiogenesis after AMI.
  • circRNA is one of the important information substances in exosomes.
  • CircRNA is a research hotspot in recent years, and it is a circular RNA molecule composed of exon or intron sequence. CircRNA has no 5' and 3' ends and is not easily degraded by RNases, so it is more stable than linear RNA. CircRNAs are abundantly present in the cytoplasm of eukaryotic cells and have tissue, temporal and disease specificity.
  • exosomal circRNAs that were annotated in the circBase database, had high expression levels, and significantly increased folds, and were verified by RT-PCR in a small sample size.
  • the results showed that the detection results of exosome hsa_circ_0001535, exosome hsa_circ_0000972 and exosome hsa_circ_0001558 were consistent with the sequencing results, and in the small sample cohort, exosome hsa_circ_0001558 had the highest increase in the AMI group, and the ROC for diagnosis of AMI The area under the curve was the largest (as shown in Figure 5), so it was validated in a larger sample size.
  • AMI can be divided into ST-AMI and NST-AMI myocardial infarction. Therefore, we further analyzed the expression levels of exosomal hsa_circ_0001558 in ST-AMI and NST-AMI patients in a large sample size cohort. The results showed that the expression levels of exosome hsa_circ_0001558 in NCCP, ST-AMI and NST-AMI plasma exosomes gradually increased, and the area under the ROC curve for the diagnosis of NST-AMI was 0.72, and the area under the ROC curve for the diagnosis of ST-AMI The lower area is 0.831 (as shown in Figure 7). Exosome hsa_circ_0001558 is located on chromosome 5 with a length of 328nt and can be detected in tissues/cells such as platelets, K562 cells, and vascular endothelial cells.
  • the expression profile of circRNA in AMI circulating exosomes was significantly different from that of the control, and the expression level of exosome hsa_circ_0001558 in NCCP, ST-AMI and NST-AMI plasma exosomes gradually increased, which can be used as a diagnostic biomarker for AMI .

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Abstract

The present invention relates to the technical field of molecular diagnostics, and relates in particular to a plasma exosome circRNA marker and application thereof. The plasma exosome circRNA marker is hsa_circ_001558, and a nucleotide sequence of hsa_circ_001558 is represented by SEQ ID NO: 1. The present invention further discloses an application of the plasma exosome circRNA marker in the preparation of a marker for detecting an acute myocardial infarction and a diagnostic product. The marker exosome hsa_circ_001558 provided by the present invention can be used as a diagnostic marker for an acute myocardial infarction.

Description

一种血浆外泌体circRNA标志物及其应用A plasma exosome circRNA marker and its application 技术领域technical field
本发明涉及分子诊断技术领域,尤其是涉及一种血浆外泌体circRNA标志物及其应用。The invention relates to the technical field of molecular diagnosis, in particular to a plasma exosome circRNA marker and its application.
背景技术Background technique
目前我国心血管疾病人数高达2.9亿,病死率居首位,高于肿瘤及其他疾病,占居民疾病死亡构成的40%以上。急性心肌梗死(AMI)是最常见的心血管病之一,严重威胁着人类的健康。急性心肌梗死是冠状动脉急性、持续性缺血缺氧所引起的心肌坏死。临床上多有剧烈而持久的胸骨后疼痛,休息及硝酸酯类药物不能完全缓解,伴有血清心肌酶活性增高及进行性心电图变化,可并发心律失常、休克或心力衰竭,常可危及生命。At present, the number of cardiovascular diseases in my country is as high as 290 million, and the fatality rate ranks first, higher than that of tumors and other diseases, accounting for more than 40% of the residents' disease deaths. Acute myocardial infarction (AMI) is one of the most common cardiovascular diseases, which seriously threatens human health. Acute myocardial infarction is myocardial necrosis caused by acute and persistent coronary ischemia and hypoxia. Clinically, there are often severe and persistent substernal pains, which cannot be completely relieved by rest and nitrates, accompanied by increased serum myocardial enzyme activity and progressive ECG changes, which may be complicated by arrhythmia, shock or heart failure, often life-threatening.
传统的循环生物标志物如cTnT在AMI的诊断和预后评估中起着重要的作用,cTnT有着高灵敏性,但是由于在非AMI患者(如心力衰竭或肺栓塞患者)中也容易检测到cTnT,所以其特异性相对较低。因此探究AMI的发病机制,并寻找更特异的生物标志物是改善AMI患者治疗和预后的关键。Traditional circulating biomarkers such as cTnT play an important role in the diagnosis and prognosis of AMI. cTnT has high sensitivity, but since cTnT is also easily detected in non-AMI patients (such as heart failure or pulmonary embolism patients), So its specificity is relatively low. Therefore, exploring the pathogenesis of AMI and finding more specific biomarkers is the key to improving the treatment and prognosis of AMI patients.
发明内容Contents of the invention
本发明的第一目的在于提供一种血浆外泌体circRNA标志物,该血浆外泌体circRNA标志物能够作为急性心肌梗死的检测生物标志物,与传统的循环生物标志物相比特异性更高,检测快捷方便,成本低。本发明还提供了血浆外泌体circRNA标志物的应用。The first purpose of the present invention is to provide a plasma exosomal circRNA marker, which can be used as a detection biomarker for acute myocardial infarction, and has higher specificity than traditional circulating biomarkers, The detection is quick and convenient, and the cost is low. The present invention also provides the application of plasma exosome circRNA markers.
本发明提供了一种血浆外泌体circRNA标志物,所述血浆外泌体 circRNA标志物为hsa_circ_0001558,所述hsa_circ_0001558的核苷酸序列如SEQ ID NO:1所示。The present invention provides a plasma exosome circRNA marker, the plasma exosome circRNA marker is hsa_circ_0001558, and the nucleotide sequence of the hsa_circ_0001558 is shown in SEQ ID NO:1.
本发明提供了一种血浆外泌体circRNA标志物作为急性心肌梗死检测标志物的应用。The present invention provides an application of a plasma exosome circRNA marker as a detection marker for acute myocardial infarction.
本发明提供了一种包括血浆外泌体circRNA标志物检测急性心肌梗死的诊断产品。The present invention provides a diagnostic product including plasma exosomal circRNA markers for detecting acute myocardial infarction.
优选地,所述诊断产品为芯片、制剂或试剂盒。Preferably, the diagnostic product is a chip, preparation or kit.
研究发现,外泌体hsa_circ_0001558在AMI患者血浆外泌体中的相对表达水平较NCCP(非心源性胸痛)患者血浆外泌体中组显著升高,为NCCP患者血浆外泌体的4.45倍,其诊断AMI的ROC曲线下面积为0.793;外泌体hsa_circ_0001558在NST-AMI(非ST段抬高的急性心肌梗死)、ST-AMI(ST段抬高的急性心肌梗死)患者中的表达逐渐升高,在NST-AMI患者中的相对表达为NCCP患者的2.80倍,其诊断NST-AMI的ROC曲线下面积为0.72;在ST-AMI患者中的相对表达为NCCP患者的5.27倍,其诊断ST-AMI的ROC曲线下面积为0.831。The study found that the relative expression level of exosome hsa_circ_0001558 in plasma exosomes of AMI patients was significantly higher than that of NCCP (non-cardiac chest pain) patients, which was 4.45 times that of NCCP patients. The area under the ROC curve for the diagnosis of AMI was 0.793; the expression of exosome hsa_circ_0001558 gradually increased in patients with NST-AMI (non-ST-segment elevation acute myocardial infarction) and ST-AMI (ST-segment elevation acute myocardial infarction) High, the relative expression in NST-AMI patients was 2.80 times that of NCCP patients, and the area under the ROC curve for diagnosing NST-AMI was 0.72; the relative expression in ST-AMI patients was 5.27 times that of NCCP patients, and its diagnosis of ST The area under the ROC curve of -AMI is 0.831.
综上所述,本发明具有以下优点:In summary, the present invention has the following advantages:
(1)本发明提供的标志物外泌体hsa_circ_0001558与传统的标志物相比检测AMI灵敏度更高,其诊断AMI的ROC曲线下面积为0.793,并且其诊断NST-AMI的ROC曲线下面积为0.72,诊断ST-AMI的ROC曲线下面积为0.831,特异性更强,检测更加快捷方便,成本更低。(1) Compared with traditional markers, the marker exosome hsa_circ_0001558 provided by the present invention has higher sensitivity for detecting AMI, the area under the ROC curve for diagnosing AMI is 0.793, and the area under the ROC curve for diagnosing NST-AMI is 0.72 , the area under the ROC curve for the diagnosis of ST-AMI is 0.831, the specificity is stronger, the detection is faster and more convenient, and the cost is lower.
(2)本发明提供的标志物外泌体hsa_circ_0001558在AMI患者中具有很高的表达水平,能够作为急性心肌梗死的诊断标志物,与外泌体hsa_circ_0001535、外泌体hsa_circ_0003270、外泌体hsa_circ_0000972、外泌体hsa_circ_0001119相比在AMI中表达水平更高,特异性更强。(2) The marker exosome hsa_circ_0001558 provided by the present invention has a high expression level in AMI patients, and can be used as a diagnostic marker for acute myocardial infarction. Compared with AMI, exosome hsa_circ_0001119 has higher expression level and stronger specificity.
附图说明:Description of drawings:
为了更清楚地说明本发明具体实施方式或现有技术中的技术方案,下面将对具体实施方式或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图是本发明的一些实施方式,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to more clearly illustrate the specific implementation of the present invention or the technical solutions in the prior art, the following will briefly introduce the accompanying drawings that need to be used in the specific implementation or description of the prior art. Obviously, the accompanying drawings in the following description The drawings show some implementations of the present invention, and those skilled in the art can obtain other drawings based on these drawings without any creative effort.
图1为本发明实施例中从血浆中提取的外泌体(bar,200nm)的TEM图像;Figure 1 is a TEM image of exosomes (bar, 200nm) extracted from plasma in an embodiment of the present invention;
图2为本发明实施例中血浆外泌体的粒径分布图;Figure 2 is a particle size distribution diagram of plasma exosomes in an embodiment of the present invention;
图3为本发明实施例中外泌体标志蛋白CD63和HSP70的Western blot分析图;Fig. 3 is the Western blot analysis figure of exosome marker protein CD63 and HSP70 in the embodiment of the present invention;
图4为本发明实施例中差异表达circRNAs的火山图和柱状图;Fig. 4 is the volcano graph and histogram of differentially expressed circRNAs in the embodiment of the present invention;
图5为本发明实施例中小样本量验证结果图;Fig. 5 is a small sample size verification result figure in the embodiment of the present invention;
图6为本发明实施例中大样本量验证结果图;Fig. 6 is a large sample size verification result figure in the embodiment of the present invention;
图7为本发明实施例中外泌体hsa_circ_0001558在NST-AMI和ST-AMI中的表达变化及ROC曲线图。Fig. 7 is the expression change and ROC curve of exosome hsa_circ_0001558 in NST-AMI and ST-AMI in the embodiment of the present invention.
具体实施方式Detailed ways
应该指出,以下详细说明都是例示性的,旨在对本申请提供进一步的说明。除非另有指明,本文使用的所有技术和科学术语具有与本申请所属技术领域的普通技术人员通常理解的相同含义。It should be pointed out that the following detailed description is exemplary and intended to provide further explanation to the present application. Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this application belongs.
需要注意的是,这里所使用的术语仅是为了描述具体实施方式,而非意图限制根据本申请的示例性实施方式。如在这里所使用的,除非上下文另外明确指出,否则单数形式也包括复数形式,此外,还应当理解的是,当在本说明中使用术语“包含”和/或“包括”时,其指明存在特征、步骤、操作、器件、组件和/或它们的组合。It should be noted that the terminology used here is only for describing specific implementations, and is not intended to limit the exemplary implementations according to the present application. As used herein, unless the context clearly indicates otherwise, the singular form also includes the plural form, and it should also be understood that when the terms "comprising" and/or "comprising" are used in this description, it indicates that there are Features, steps, operations, devices, components and/or combinations thereof.
下面将结合实施例对本发明的技术方案进行清楚、完整地描述,显然, 所描述的实施例是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The technical solutions of the present invention will be clearly and completely described below in conjunction with the embodiments. Apparently, the described embodiments are part of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
实施例Example
一、实验主要试剂与厂家名称如下:1. The main reagents and manufacturers of the experiment are as follows:
Trizol购于Lnvitrogen公司;Transcriptor First Strand cDNA synthesis kit(第一链cDNA合成试剂盒)购于Roche;Select SYBR master mix购于ABI公司;PBS购于Biolegend公司;10%SDS(十二烷基磺酸钠)、10%过硫酸铵、1.0MTris-HCl(pH=6.8)、30%丙烯酰胺、10X封闭洗涤缓冲液、10X电泳缓冲液、10X电转移缓冲液购于北京普利莱基因技术有限公司;DEPC水、1.5MTris-HCl(pH=8.8)、Western蛋白裂解液、BCA蛋白浓度测定试剂盒购于碧云天生技术有限公司;TEMED(四甲基乙二胺)购于Scienctific Research Special;NC膜购于Hyclone;Difco TMSkim Milk购于BD;CD63抗体、HSP70抗体、GAPDH抗体购于abcam公司;羊抗兔二抗、羊抗鼠二抗购于北京力高泰科技公司;外泌体提取试剂盒(货号为217184)、外泌体RNA提取试剂盒(货号为76064)购于QIAGEN;逆转录试剂盒购于Promega;荧光定量PCR试剂盒购于Thermo Fisher;18S RNA购于奥科鼎盛生物科技有限公司。 Trizol was purchased from Invitrogen; Transcriptor First Strand cDNA synthesis kit (first strand cDNA synthesis kit) was purchased from Roche; Select SYBR master mix was purchased from ABI; PBS was purchased from Biolegend; 10% SDS (dodecyl sulfonic acid Sodium), 10% ammonium persulfate, 1.0MTris-HCl (pH=6.8), 30% acrylamide, 10X blocking washing buffer, 10X electrophoresis buffer, 10X electrophoresis buffer were purchased from Beijing Pulilai Gene Technology Co., Ltd. ; DEPC water, 1.5MTris-HCl (pH=8.8), Western protein lysate, and BCA protein concentration assay kit were purchased from Biyun Tiansheng Technology Co., Ltd.; TEMED (tetramethylethylenediamine) was purchased from Scientific Research Special; NC The membrane was purchased from Hyclone; Difco TM Skim Milk was purchased from BD; CD63 antibody, HSP70 antibody, and GAPDH antibody were purchased from abcam; goat anti-rabbit secondary antibody and goat anti-mouse secondary antibody were purchased from Beijing Ligaotai Technology Company; exosome extraction The kit (Cat. No. 217184), exosomal RNA extraction kit (Cat. No. 76064) was purchased from QIAGEN; the reverse transcription kit was purchased from Promega; the fluorescent quantitative PCR kit was purchased from Thermo Fisher; 18S RNA was purchased from Aoke Dingsheng Biotech Technology Co., Ltd.
二、实验方法2. Experimental method
2.1患者标本收集2.1 Patient specimen collection
选取2016年10月至2018年3月首都医科大学附属北京朝阳医院和内蒙古包头市中心医院住院的患者,其中AMI(急性心肌梗死)患者120例、NCCP(非心源性胸痛)患者83例。记录入患者性别、年龄、吸烟史、饮酒史、SBP(收缩压)、DBP(舒张压)、TC(总胆固醇)、TG(甘油三酯)、HDL(高密度脂蛋白)、LDL(低密度脂蛋白)等临床资料。Patients hospitalized in Beijing Chaoyang Hospital Affiliated to Capital Medical University and Baotou Central Hospital in Inner Mongolia from October 2016 to March 2018 were selected, including 120 patients with AMI (acute myocardial infarction) and 83 patients with NCCP (non-cardiac chest pain). Record the patient's gender, age, smoking history, drinking history, SBP (systolic blood pressure), DBP (diastolic blood pressure), TC (total cholesterol), TG (triglycerides), HDL (high-density lipoprotein), LDL (low-density lipoprotein) lipoprotein) and other clinical data.
入选标准:急性心肌梗死(诊断标准基于2015ESC/AHA/ACC指南):缺血症状,cTnT(肌钙蛋白)和CK-MB(肌酸激酶同工酶)表达量升高、心电图病理Q波。所有AMI患者均为首次确诊。非心源性胸痛患者:胸痛入院,冠脉造影阴性,最终诊断为心脏神经症、动脉硬化、反流性食管炎、高脂血症。Inclusion criteria: acute myocardial infarction (diagnostic criteria based on 2015 ESC/AHA/ACC guidelines): ischemic symptoms, elevated expression of cTnT (troponin) and CK-MB (creatine kinase isoenzyme), pathological Q wave in electrocardiogram. All AMI patients were diagnosed for the first time. Patients with non-cardiac chest pain: admitted to hospital with chest pain, coronary angiography was negative, and the final diagnosis was cardiac neurosis, arteriosclerosis, reflux esophagitis, and hyperlipidemia.
排除标准:AMI合并其它疾病如糖尿病、甲状腺功能减退、支气管哮喘、慢性肾病、肿瘤等。Exclusion criteria: AMI combined with other diseases such as diabetes, hypothyroidism, bronchial asthma, chronic kidney disease, tumors, etc.
2.2采血、分离血浆2.2 Blood collection and separation of plasma
用采血针和抗凝管(含EDTA)采集病人入院次日早晨的空腹静脉血20mL,混匀后在4℃下静置3-4h。在3000rpm、4℃下离心10min,上清液即为血浆,用0.2μm滤器过滤,1mL/管分装后在-80℃保存。20 mL of fasting venous blood was collected from the patient on the morning after admission with a blood collection needle and an anticoagulant tube (including EDTA), mixed well and left to stand at 4°C for 3-4 hours. Centrifuge at 3000rpm and 4°C for 10min, the supernatant is plasma, filter with a 0.2μm filter, aliquot 1mL/tube and store at -80°C.
2.3血浆提取外泌体2.3 Extraction of exosomes from plasma
使用外泌体提取试剂盒从血浆中分离外泌体,方法如下:Use the exosome extraction kit to isolate exosomes from plasma as follows:
(1)从-80℃冰箱中取出冻存血浆,在37℃金属浴中融化,在10000g下离心15min取上清液,取4mL血浆到新的15mL离心管中;(1) Take out the frozen plasma from the -80°C refrigerator, melt it in a metal bath at 37°C, centrifuge at 10,000g for 15min to get the supernatant, and transfer 4mL of plasma to a new 15mL centrifuge tube;
(2)加入1倍体积的XBP缓冲液轻轻颠倒管子5次,室温孵育;再将混合液放进柱子里500g离心1min,倒掉废液将柱子重新放回离心管中;(2) Add 1 volume of XBP buffer and gently invert the tube 5 times, incubate at room temperature; then put the mixture into the column and centrifuge at 500g for 1 min, pour off the waste liquid and put the column back into the centrifuge tube;
(3)加入10mLXWP缓冲液在3000g离心5min,将柱子重新转移到一个新的离心管中;(3) Add 10mL of XWP buffer and centrifuge at 3000g for 5min, and transfer the column to a new centrifuge tube;
(4)最后加1mLXE缓冲洗脱液到柱子里,孵育1min,在500g离心5min后收集滤液,重新加到柱子上,再次孵育1min,在3000g离心5min;(4) Finally, add 1mL of XE buffer eluent to the column, incubate for 1min, collect the filtrate after centrifuging at 500g for 5min, add it to the column again, incubate for 1min again, and centrifuge at 3000g for 5min;
(5)收集滤液(即外泌体)到一个新的无RNA酶EP管中,在-80℃保存。(5) Collect the filtrate (ie exosomes) into a new RNase-free EP tube and store at -80°C.
2.4外泌体粒径分析2.4 Size analysis of exosomes
外泌体原液中加入1mL磷酸盐缓冲液(phosphate buffer saline,PBS),混匀。使用纳米颗粒跟踪分析仪Zeta View-Particle Metrix进行测量,将样 品注入样品池。打开软件调节亮度和焦距,调整视野,进行观测,使用软件根据颗粒运动轨迹的时间与位移分析其粒径。Add 1 mL of phosphate buffer saline (PBS) to the exosome stock solution and mix well. Measurements were performed using the Nanoparticle Tracking Analyzer Zeta View-Particle Metrix, injecting the sample into the sample cell. Open the software to adjust the brightness and focus, adjust the field of view, observe, and use the software to analyze the particle size according to the time and displacement of the particle trajectory.
2.5外泌体透射电镜分析2.5 TEM analysis of exosomes
(1)向提取的外泌体中加入50-100μL 2%多聚甲醛溶液,得到外泌体溶液;(1) Add 50-100 μL of 2% paraformaldehyde solution to the extracted exosomes to obtain an exosome solution;
(2)取5-10μL外泌体溶液滴于Formvar-carbon载样铜网上,室温下放置10min;(2) Take 5-10 μL of exosome solution and drop it on the Formvar-carbon sample-loading copper grid, and place it at room temperature for 10 minutes;
(3)然后使用PBS缓冲液清洗1次;(3) Then use PBS buffer to wash once;
(4)先在铜网上使用50μL 1%戊二醛液滴5min,再用100μL重蒸水洗8次每次2min;(4) First use 50 μL of 1% glutaraldehyde droplets on the copper grid for 5 minutes, and then wash with 100 μL redistilled water 8 times for 2 minutes each time;
(5)用50μL草酸双氧铀液滴(pH为7.0)处理5min;(5) Treat with 50 μL uranyl oxalate droplets (pH 7.0) for 5 min;
(6)再将铜网放在冰上用50μL甲基纤维素液滴10min,空气干燥5-10min;(6) Put the copper grid on ice, drop 50 μL of methylcellulose for 10 minutes, and air dry for 5-10 minutes;
(7)将铜网放在样品盒里,80kV下调节合适的焦距及亮度并拍照。(7) Put the copper mesh in the sample box, adjust the appropriate focus and brightness under 80kV and take pictures.
2.6外泌体蛋白的提取与定量2.6 Extraction and quantification of exosomal proteins
向分离得到的外泌体中加入100μL含蛋白酶抑制剂的裂解液(Radio-Immunoprecipitation Assay,RIPA),冰上裂解5min,在13000rpm、4℃下离心5min,弃去沉淀。使用BCA蛋白浓度测定试剂盒提取细胞总蛋白并测定蛋白浓度,本实验蛋白样品为3次独立重复外泌体实验收取完成。详细操作步骤如下:Add 100 μL of protease inhibitor-containing lysate (Radio-Immunoprecipitation Assay, RIPA) to the isolated exosomes, lyse on ice for 5 min, centrifuge at 13,000 rpm and 4°C for 5 min, and discard the precipitate. The BCA protein concentration determination kit was used to extract the total protein of the cells and determine the protein concentration. The protein samples in this experiment were collected from three independent repeated exosome experiments. The detailed operation steps are as follows:
(1)取0.8mL蛋白标准配制液加入蛋白标准品(20mg BSA)中,充分混合溶解后配置成25mg/mL的蛋白标准溶液;(1) Take 0.8mL protein standard preparation solution and add it to protein standard product (20mg BSA), fully mix and dissolve, and prepare a 25mg/mL protein standard solution;
(2)取20μL蛋白标准溶液,加入980μL稀释液中即可配制成0.5mg/ml蛋白标准液;(2) Take 20 μL protein standard solution and add it to 980 μL diluent to prepare 0.5 mg/ml protein standard solution;
(3)根据样品数量,按50:1的体积将BCA试剂A加入BCA试剂B中配置成适量BCA工作液体,充分混合;(3) According to the number of samples, add BCA reagent A to BCA reagent B according to the volume of 50:1 to prepare an appropriate amount of BCA working liquid, and mix thoroughly;
(4)将标准品按照0μL、1μL、2μL、4μL、8μL、12μL、16μL、20μL加入到96孔板的标准品孔中,加标准品稀释液补足至20μL;(4) Add the standard substance into the standard well of the 96-well plate according to 0 μL, 1 μL, 2 μL, 4 μL, 8 μL, 12 μL, 16 μL, and 20 μL, and add standard dilution solution to make up to 20 μL;
(5)分别加入10μL待测样品到96孔板的样品孔中,加入标准品稀释液至20μL,各孔中加入200μL BCA工作液,室温放置2h;(5) Add 10 μL of the sample to be tested to the sample wells of the 96-well plate, add standard diluent to 20 μL, add 200 μL of BCA working solution to each well, and place at room temperature for 2 hours;
(6)在560nm波长处测定样品的吸光度值,根据标准曲线计算出样品的蛋白浓度。(6) Measure the absorbance value of the sample at a wavelength of 560nm, and calculate the protein concentration of the sample according to the standard curve.
待蛋白定量后,加入5X SDS凝胶加样缓冲液,100℃煮沸5min使蛋白变性,完成蛋白提取步骤,置于-80℃超低温冰箱保存样品。After the protein is quantified, add 5X SDS gel loading buffer, boil at 100°C for 5 minutes to denature the protein, complete the protein extraction step, and store the sample in a -80°C ultra-low temperature refrigerator.
2.7蛋白印迹(Western Blot)2.7 Western Blot
2.7.1 SDS聚丙烯酰胺分离胶和基层胶的配制如下:2.7.1 The preparation of SDS polyacrylamide separation gel and base glue is as follows:
分离胶(浓度10%)的组成:超纯水4.0mL、30%丙烯酰胺3.3mL、1.5MTris-HCl(pH=8.8)2.5mL、10%SDS 0.1mL、10%过硫酸铵0.1mL、TEMED 0.004mL;The composition of the separating gel (concentration 10%): ultrapure water 4.0mL, 30% acrylamide 3.3mL, 1.5MTris-HCl (pH=8.8) 2.5mL, 10% SDS 0.1mL, 10% ammonium persulfate 0.1mL, TEMED 0.004mL;
积层胶(浓度5%)的组成:超纯水4.1mL、30%丙烯酰胺1.0mL、1.0MTris-HCl(pH=6.8)0.75mL、10%SDS 0.06mL、10%过硫酸铵0.06mL、TEMED 0.006mL。The composition of the stacking gel (concentration 5%): ultrapure water 4.1mL, 30% acrylamide 1.0mL, 1.0MTris-HCl (pH=6.8) 0.75mL, 10% SDS 0.06mL, 10% ammonium persulfate 0.06mL, TEMED 0.006mL.
2.7.2蛋白印迹2.7.2 Western blot
(1)向上清液(血浆)中加入1/5体积5×上样缓冲液,95℃煮5min;(1) Add 1/5 volume of 5× loading buffer to the supernatant (plasma), cook at 95°C for 5 minutes;
(2)煮后取20μL加入到10%SDS聚丙烯酰胺凝胶中进行电泳;(2) After cooking, take 20 μL and add it to 10% SDS polyacrylamide gel for electrophoresis;
(3)电泳结束后将蛋白转印至聚偏二氟乙烯膜(polyvinylidene fluoride,PVDF)膜上;(3) After electrophoresis, the protein was transferred to a polyvinylidene fluoride (PVDF) membrane;
(4)5%BSA封闭1h;(4) Block with 5% BSA for 1 hour;
(5)加入CD63抗体(abcam公司,1:1000),HSP70抗体(abcam公司,1:3000)或GAPDH抗体(abcam公司,1:5000),4℃孵育过夜,TBST(Tris盐洗膜缓冲液)洗涤3次,每次10min;(5) Add CD63 antibody (abcam company, 1:1000), HSP70 antibody (abcam company, 1:3000) or GAPDH antibody (abcam company, 1:5000), incubate overnight at 4°C, TBST (Tris salt wash buffer ) washed 3 times, 10min each time;
(6)之后加入羊抗兔二抗(北京力高泰科技公司,1:15000)或羊抗鼠二抗(北京力高泰科技公司,1:15000),温室孵育1h,TBST洗涤3次,每次10min,曝光。(6) Then add goat anti-rabbit secondary antibody (Beijing Ligaotai Technology Company, 1:15000) or goat anti-mouse secondary antibody (Beijing Ligaotai Technology Company, 1:15000), incubate in the greenhouse for 1 hour, wash 3 times with TBST, Expose for 10 minutes each time.
2.8外泌体总RNA提取2.8 Extraction of total RNA from exosomes
使用外泌体提取试剂盒提取外泌体RNA,步骤如下:Use the exosome extraction kit to extract exosome RNA, the steps are as follows:
(1)向提取出的外泌体原液中加入600μL裂解液,室温孵育2min,3000g离心5min,取上清液;(1) Add 600 μL of lysate to the extracted exosome stock solution, incubate at room temperature for 2 minutes, centrifuge at 3000 g for 5 minutes, and take the supernatant;
(2)加入氯仿,分层,取上层水相加入1.5倍体积的100%乙醇,用移液器上下混匀;(2) Add chloroform, separate layers, take the upper aqueous phase and add 1.5 times the volume of 100% ethanol, and mix up and down with a pipette;
(3)混匀后分批加到试剂盒提供的柱子里,8000g离心15s,倒掉废液,回收柱子;(3) After mixing, add in batches to the column provided by the kit, centrifuge at 8000g for 15s, discard the waste liquid, and recover the column;
(4)加入试剂盒的缓冲液到柱子上,离心洗涤柱子,再加80%乙醇到柱子上8000g离心2min;(4) Add the buffer solution of the kit to the column, centrifuge to wash the column, then add 80% ethanol to the column and centrifuge at 8000g for 2min;
(5)离心后把柱子转移到一个新的无RNA酶的EP管中,晾干柱子上的过滤膜;(5) After centrifugation, transfer the column to a new RNase-free EP tube, and dry the filter membrane on the column;
(6)然后加入14μL洗脱液,8000g离心1min后,扔掉柱子,收集滤液,储存至-80℃冰箱;(6) Then add 14 μL of eluent, centrifuge at 8000 g for 1 min, throw away the column, collect the filtrate, and store it in a -80 ° C refrigerator;
(7)用Nano Drop 2000(Thermo Scientific,USA)测定RNA浓度,RNA量>4μg;RNA浓度为50ng/μL-500ng/μL;RNA吸光度260/280在1.8-2.1之间。(7) The RNA concentration was measured with Nano Drop 2000 (Thermo Scientific, USA), and the RNA amount was >4 μg; the RNA concentration was 50ng/μL-500ng/μL; the RNA absorbance 260/280 was between 1.8-2.1.
2.9高通量测序2.9 High-throughput sequencing
首先对外泌体RNA经纯化等前期处理,然反转录形成cDNA,末端修复加接头,PCR扩增等步骤建库,质检合格后上机测序。获得原始数据之后,首先要对数据进行过滤,去除接头序列以及低质量读长进行处理,再对测序质量进行评估,获得高质量的数据,并对高质量的数据及参考数据进行比对,获得BAM文件。Firstly, exosomal RNA undergoes pre-treatments such as purification, and then reverse-transcribes to form cDNA, ends are repaired, adapters are added, and PCR amplification is used to build a library. After passing the quality inspection, it is sequenced on the machine. After obtaining the original data, first filter the data, remove adapter sequences and low-quality read lengths, then evaluate the sequencing quality to obtain high-quality data, and compare the high-quality data with reference data to obtain BAM files.
2.10逆转录2.10 Reverse transcription
RNA的逆转录用逆转录试剂盒采用两步法进行,具体操做步骤如下:The reverse transcription of RNA is carried out with a reverse transcription kit using a two-step method, and the specific steps are as follows:
(1)RNA(100ng)x μL、OligoT15(0.5μg)1μL、DEPC·H 2O 9-x μL,总体积为10μL; (1) RNA (100ng) x μL, OligoT15 (0.5 μg) 1 μL, DEPC·H 2 O 9-x μL, the total volume is 10 μL;
(2)70℃反应5min,打开RNA二级结构;立即置于冰上,然后加入5×AMV Buffer 4μL、10mM dNTP mixture 2μL、Mg 2+2μL、RNasin(40U/μL)1μL、AMV 1μL,总体积为10μL,42℃反应60min,99℃反应2min,4℃恒温,产物-20℃保存。 (2) React at 70°C for 5 minutes to open the RNA secondary structure; place it on ice immediately, then add 5×AMV Buffer 4μL, 10mM dNTP mixture 2μL, Mg 2+ 2μL, RNasin (40U/μL) 1μL, AMV 1μL, total The volume is 10 μL, react at 42°C for 60 minutes, react at 99°C for 2 minutes, keep the temperature at 4°C, and store the product at -20°C.
2.11实时定量PCR2.11 Real-time quantitative PCR
使用PowerUp TM SYBR TM Green Master Mix荧光定量试剂盒和ABI 7500 PCR仪检测circRNA的水平。取4μL以10倍稀释的cDNA作为模板,每个样品设置3个平行孔,18S RNA作为内参基因。 The level of circRNA was detected using PowerUp TM SYBR TM Green Master Mix Fluorescence Quantitative Kit and ABI 7500 PCR instrument. Take 4 μL of 10-fold diluted cDNA as a template, set up 3 parallel wells for each sample, and use 18S RNA as an internal reference gene.
(1)反应体系如下:2X Master Mix 10μL、H 2O 4μL、Primer F(10μM)1μL、Primer R(10μM)1μL、cDNA 4μL。 (1) The reaction system is as follows: 10 μL of 2X Master Mix, 4 μL of H 2 O, 1 μL of Primer F (10 μM), 1 μL of Primer R (10 μM), and 4 μL of cDNA.
(2)反应条件如下:(2) The reaction conditions are as follows:
Figure PCTCN2023070832-appb-000001
Figure PCTCN2023070832-appb-000001
Figure PCTCN2023070832-appb-000002
Figure PCTCN2023070832-appb-000002
(3)qRT-PCR引物序列,信息如下表1所示。(3) qRT-PCR primer sequences, the information is shown in Table 1 below.
表1 qRT-PCR引物序列表Table 1 qRT-PCR primer sequence list
Figure PCTCN2023070832-appb-000003
Figure PCTCN2023070832-appb-000003
2.12统计分析方法2.12 Statistical Analysis Methods
应用SPSS17.0软件进行统计分析,正态分布数据用均数±标准差(X±S)表示,非正态分布数据用中位数(P25,P75)表示。正态分布数据两组间比较釆用t检验,非正态分布数据两组间比较采用非参数检验,两组数据率的比较采用卡方检验。circRNA水平的差异由Mann-Whitney U检验确定。为了评估选定circRNA对AMI的预测价值,我们使用ROC曲线,以P值<0.05为差异具有统计学意义。SPSS17.0 software was used for statistical analysis. Normally distributed data were expressed as mean ± standard deviation (X ± S), and non-normally distributed data were expressed as median (P25, P75). The t-test was used for the comparison between two groups of normally distributed data, the non-parametric test was used for the comparison of non-normally distributed data between two groups, and the chi-square test was used for the comparison of the data rates of the two groups. Differences in circRNA levels were determined by the Mann-Whitney U test. To assess the predictive value of selected circRNAs for AMI, we used ROC curves, and a P value < 0.05 was considered statistically significant.
三、试验结果3. Test results
1、外泌体鉴定1. Exosome identification
1.1透射电镜观察提取的外泌体1.1 Observation of extracted exosomes by transmission electron microscope
透射电镜下观察到提取的囊泡大小不均,呈圆形或类圆形,具有脂质双层膜,直径在30-150nm之间,符合外泌体的形态特征,如图1所示。Under the transmission electron microscope, it was observed that the extracted vesicles were uneven in size, round or almost round, with a lipid bilayer membrane, and the diameter was between 30-150 nm, which conformed to the morphological characteristics of exosomes, as shown in Figure 1.
1.2外泌体粒径分析1.2 Exosome particle size analysis
提取到的囊泡颗粒粒径大小在30-200nm,主峰在100nm左右,如图2所示。The particle size of the extracted vesicle particles is 30-200nm, and the main peak is around 100nm, as shown in Figure 2.
1.3 Western blot测定外泌体特异性分子标志1.3 Western blot determination of exosome-specific molecular markers
免疫印迹实验结果显示,AMI患者和NCCP患者血浆外泌体表达特异性标志蛋白CD63和HSP70,而不表达GAPDH,如图3所示,进一步证明提取的囊泡为外泌体。The results of western blot experiments showed that the plasma exosomes of AMI patients and NCCP patients expressed specific marker proteins CD63 and HSP70, but not GAPDH, as shown in Figure 3, which further proved that the extracted vesicles were exosomes.
2、高通量测序2. High-throughput sequencing
为了明确AMI患者血浆外泌体中circRNA的表达情况,我们用高通量测序的方法对15例NCCP和15例AMI(测序队列)的标本进行了筛选。In order to clarify the expression of circRNA in plasma exosomes of patients with AMI, we screened 15 samples of NCCP and 15 samples of AMI (sequencing cohort) by high-throughput sequencing.
2.1测序队列临床特征2.1 Clinical characteristics of the sequencing cohort
AMI与NCCP组的年龄、性别没有明显差异,cTnT、CK-MB、NT-proBNP(氨基末端脑钠肽前体)的水平在AMI组较NCCP组显著升高,符合AMI患者的临床特征,AMI组和NCCP组患者资料见表2。There was no significant difference in age and gender between the AMI and NCCP groups, but the levels of cTnT, CK-MB, and NT-proBNP (amino-terminal pro-brain natriuretic peptide) were significantly higher in the AMI group than in the NCCP group, which was consistent with the clinical characteristics of AMI patients. Table 2 shows the data of the patients in the NCCP group and the NCCP group.
表2患者基本临床资料Table 2 Basic clinical data of patients
Figure PCTCN2023070832-appb-000004
Figure PCTCN2023070832-appb-000004
Figure PCTCN2023070832-appb-000005
Figure PCTCN2023070832-appb-000005
2.2高通量测序结果2.2 High-throughput sequencing results
高通量测序的结果显示,AMI患者血浆外泌体中circRNA的表达谱与对照组相比明显不同,以|log2(Fold change)|>1,q-value<0.001为标准,筛选到AMI血浆外泌体中差异表达的circRNAs 893个,表达上调118个,表达下调775个(如图4中的A图所示),这些差异表达的circRNAs在circBase中有注释的107个,见表3。The results of high-throughput sequencing showed that the expression profile of circRNA in plasma exosomes of patients with AMI was significantly different from that of the control group. With |log2(Fold change)|>1, q-value<0.001 as the standard, AMI plasma was screened Among the 893 differentially expressed circRNAs in exosomes, 118 were up-regulated and 775 were down-regulated (as shown in Figure 4, A). These 107 differentially expressed circRNAs were annotated in circBase, as shown in Table 3.
表3 circBase中有注释的AMI中差异表达circRNATable 3 Differentially expressed circRNAs in AMIs annotated in circBase
Figure PCTCN2023070832-appb-000006
Figure PCTCN2023070832-appb-000006
Figure PCTCN2023070832-appb-000007
Figure PCTCN2023070832-appb-000007
Figure PCTCN2023070832-appb-000008
Figure PCTCN2023070832-appb-000008
Figure PCTCN2023070832-appb-000009
Figure PCTCN2023070832-appb-000009
Figure PCTCN2023070832-appb-000010
Figure PCTCN2023070832-appb-000010
Figure PCTCN2023070832-appb-000011
Figure PCTCN2023070832-appb-000011
Figure PCTCN2023070832-appb-000012
Figure PCTCN2023070832-appb-000012
Figure PCTCN2023070832-appb-000013
Figure PCTCN2023070832-appb-000013
2.3小样本量验证差异表达的circRNAs2.3 Small sample size verification of differentially expressed circRNAs
为了验证高通量测序的结果,同时考虑到作为生物标志物的可行性,我们在上调表达的circRNAs中挑选了在circBase数据库中有注释、在AMI组表达量高、升高倍数较大的5个circRNAs(外泌体hsa_circ_0001535、外泌体hsa_circ_0003270、外泌体hsa_circ_0000972、外泌体hsa_circ_0001119和外泌体hsa_circ_0001558),如图4中的B图所示。用RT-PCR的方法在小样本量标本中进行了验证。In order to verify the results of high-throughput sequencing and consider the feasibility as a biomarker, we selected 5 circRNAs that were annotated in the circBase database, had high expression levels in the AMI group, and had a large increase factor among the up-regulated circRNAs. circRNAs (exosome hsa_circ_0001535, exosome hsa_circ_0003270, exosome hsa_circ_0000972, exosome hsa_circ_0001119 and exosome hsa_circ_0001558), as shown in panel B in Figure 4. The method of RT-PCR was verified in small samples.
2.3.1小样本队列临床特征2.3.1 Clinical characteristics of the small sample cohort
小样本队列入选了20例NCCP和20例AMI患者,临床资料见表4。两组之间的年龄、性别、身高、体重等没有差异;高血脂的比例、WBC(白细胞)、GLU(葡萄糖)、K +、AST(天冬氨酸转氨酶)、ALT(丙氨酸转氨酶)、CRP(C反应蛋白)、FT3(血清游离三碘甲状腺原氨酸)、FT4(血清游离甲状腺素)、sTSH(敏感促甲状腺激素)、CK-MB、TNI(血清心肌坏死标记物)的水平在AMI组显著高于NCCP组;LVEF(%)(左心室射血分数)、Na +的水平在 AMI组显著低于NCCP组。 The small sample cohort selected 20 patients with NCCP and 20 patients with AMI, and the clinical data are shown in Table 4. There was no difference in age, sex, height, weight, etc. between the two groups; the proportion of hyperlipidemia, WBC (white blood cells), GLU (glucose), K + , AST (aspartate aminotransferase), ALT (alanine aminotransferase) , CRP (C-reactive protein), FT3 (serum free triiodothyronine), FT4 (serum free thyroxine), sTSH (sensitive thyroid-stimulating hormone), CK-MB, TNI (serum myocardial necrosis markers) levels The AMI group was significantly higher than the NCCP group; LVEF (%) (left ventricular ejection fraction), Na + levels were significantly lower in the AMI group than the NCCP group.
表4小样本队列临床资料表Table 4 Small sample cohort clinical data table
Figure PCTCN2023070832-appb-000014
Figure PCTCN2023070832-appb-000014
Figure PCTCN2023070832-appb-000015
Figure PCTCN2023070832-appb-000015
2.3.2小样本量验证结果2.3.2 Small sample size verification results
RT-PCR验证的结果显示,外泌体hsa_circ_0001119表达量低,在多数样本中检测不到,外泌体hsa_circ_0003270在AMI患者和NCCP患者两组之间的表达没有差异,外泌体hsa_circ_0001535、外泌体hsa_circ_0000972和外泌体hsa_circ_0001558的检测结果与测序结果一致。外泌体hsa_circ_0001535在AMI患者血浆外泌体中的相对表达水平(8.49(5.34,13.94))较NCCP组(5.45(3.50,7.57))显著升高(P<0.05),为NCCP组1.56倍,在本队列人群中其诊断AMI的ROC曲线下面积为0.685(如图5中A图和D图所示);外泌体hsa_circ_0000972在AMI患者中的相对表达水平(15.7(1.75,21.71))较NCCP组(3.43(1,12.4))显著升高(P<0.05),为NCCP组的4.58倍;在本队列人群中其诊断AMI的ROC曲线下面积为0.683(如图5中B图和E图所示);外泌体hsa_circ_0001558在AMI患者血浆外泌体中的相对表达水平(27.62(20.47,44.81))较NCCP组(7.42(4.21,31.08))显著升高(P<0.01),为对照组的3.72倍,在本队列人群中其诊断AMI的ROC曲线下面积为0.790(如图5中C图和F图所示)。由于在这三个circRNAs中,外泌体hsa_circ_0001558诊断AMI的ROC曲线下面积最大,因此,选择外泌体hsa_circ_0001558进一步在大样本量标本中进行了验证。The results of RT-PCR verification showed that the expression of exosome hsa_circ_0001119 was low and could not be detected in most samples. The detection results of body hsa_circ_0000972 and exosome hsa_circ_0001558 were consistent with the sequencing results. The relative expression level of exosome hsa_circ_0001535 in plasma exosomes of AMI patients (8.49 (5.34, 13.94)) was significantly higher than that of NCCP group (5.45 (3.50, 7.57)) (P<0.05), 1.56 times that of NCCP group, The area under the ROC curve for the diagnosis of AMI in this cohort was 0.685 (as shown in A and D in Figure 5); The NCCP group (3.43 (1, 12.4)) was significantly increased (P<0.05), which was 4.58 times that of the NCCP group; the area under the ROC curve for diagnosing AMI in this cohort population was 0.683 (as shown in Fig. 5 B and E shown in the figure); the relative expression level of exosome hsa_circ_0001558 in plasma exosomes of AMI patients (27.62 (20.47, 44.81)) was significantly higher than that of NCCP group (7.42 (4.21, 31.08)) (P<0.01), for 3.72 times that of the control group, the area under the ROC curve for diagnosing AMI in this cohort population was 0.790 (as shown in Figure C and F in Figure 5). Since the area under the ROC curve of the exosome hsa_circ_0001558 in the diagnosis of AMI was the largest among the three circRNAs, the exosome hsa_circ_0001558 was selected for further verification in a large sample size.
其中图5中的A图为外泌体hsa_circ_0001535在AMI和NCCP中的相对表达水平;B图为外泌体hsa_circ_0001558在AMI和NCCP中的相对表达水平;C图为外泌体hsa_circ_0000972在AMI和NCCP中的相对表达水平;D图为外泌体hsa_circ_0001535诊断AMI的ROC曲线;E图为外泌体hsa_circ_0000972诊断AMI的ROC曲线;F图为外泌体hsa_circ_0001558诊断AMI的ROC曲线。*P<0.05,**P<0.01。Among them, Figure A in Figure 5 shows the relative expression level of exosome hsa_circ_0001535 in AMI and NCCP; Figure B shows the relative expression level of exosome hsa_circ_0001558 in AMI and NCCP; Figure C shows the relative expression level of exosome hsa_circ_0000972 in AMI and NCCP The relative expression level in ; D is the ROC curve of exosome hsa_circ_0001535 for the diagnosis of AMI; E is the ROC curve of exosome hsa_circ_0000972 for the diagnosis of AMI; F is the ROC curve of exosome hsa_circ_0001558 for the diagnosis of AMI. *P<0.05, **P<0.01.
2.4大样本量验证差异表达的circRNAs2.4 Large sample size verification of differentially expressed circRNAs
为了验证小样本量队列的结果,我们将外泌体hsa_circ_0001558的水平在更大样本量中进行了验证。In order to validate the results of the small sample size cohort, we validated the level of exosomal hsa_circ_0001558 in a larger sample size.
2.4.1大样本量队列临床资料2.4.1 Large sample size cohort clinical data
48例NCCP以及85例AMI患者的临床信息见表5。AMI组男性患者的比例、心率、高血压的比例、高血脂的比例、WBC、HB、TG、GLU、AST、ALT、K +、D-D、CRP、TT3、FT3、sTSH、CK-MB、TnI的水平高于NCCP组,LVEF(%)、Na +的水平低于NCCP组。 The clinical information of 48 NCCP and 85 AMI patients are shown in Table 5. The proportion of male patients in the AMI group, heart rate, proportion of hypertension, proportion of hyperlipidemia, WBC, HB, TG, GLU, AST, ALT, K + , DD, CRP, TT3, FT3, sTSH, CK-MB, TnI The level is higher than that of NCCP group, and the level of LVEF(%) and Na + is lower than that of NCCP group.
表5研究人群的临床特征:外泌体circRNA在大样本中循环验证Table 5 Clinical characteristics of the study population: verification of exosomal circRNA circulation in large samples
Figure PCTCN2023070832-appb-000016
Figure PCTCN2023070832-appb-000016
Figure PCTCN2023070832-appb-000017
Figure PCTCN2023070832-appb-000017
2.4.2大样本队列验证结果2.4.2 Large sample cohort validation results
血浆外泌体hsa_circ_0001558在大样本量AMI和NCCP患者中验证的结果与小样本队列验证结果一致。外泌体hsa_circ_0001558在AMI患者血浆外泌体中的相对表达水平(8.81(4.87,17.76))较NCCP组(1.98(0.74,6.44))显著升高(P<0.01),为NCCP组的4.45倍,其诊断AMI的ROC曲线下面积为0.793,如图6所示(A图为hsa_circ_0001558在AMI患者血浆外泌体中的表达水平;B.图为血浆外泌体hsa_circ_0001558诊断AMI的 ROC曲线图;**P<0.01)。The results of plasma exosome hsa_circ_0001558 in AMI and NCCP patients with large sample size were consistent with those of small sample cohort. The relative expression level of exosome hsa_circ_0001558 in plasma exosomes of AMI patients (8.81 (4.87, 17.76)) was significantly higher than that of NCCP group (1.98 (0.74, 6.44)) (P<0.01), which was 4.45 times that of NCCP group , the area under the ROC curve for the diagnosis of AMI is 0.793, as shown in Figure 6 (A is the expression level of hsa_circ_0001558 in the plasma exosomes of AMI patients; B. is the ROC curve for the diagnosis of AMI by plasma exosomes hsa_circ_0001558; **P<0.01).
进一步将AMI患者分为ST段抬高性AMI(ST-AMI)和非ST段抬高性AMI(NST-AMI),血浆外泌体hsa_circ_0001558在NST-AMI组中的相对表达(5.54(4,11.96))较NCCP组(1.98(0.74,6.44))显著升高,为NCCP组的2.80倍,其诊断NST-AMI的ROC曲线下面积为0.72;在ST-AMI组中的相对表达(10.44(6.95,22.93))为NCCP组的5.27倍,其诊断ST-AMI的ROC曲线下面积为0.831,如图7所示(A图为外泌体hsa_circ_0001 558在NST-AMI和ST-AMI中的表达变化;B图为外泌体hsa_circ_0001558诊断NST-AMI的ROC曲线图;C图为外泌体hsa_circ_0001558诊断ST-AMI的ROC曲线图。*P<0.05,**P<0.01)。AMI patients were further divided into ST-segment elevation AMI (ST-AMI) and non-ST-segment elevation AMI (NST-AMI), and the relative expression of plasma exosome hsa_circ_0001558 in NST-AMI group (5.54(4, 11.96)) was significantly higher than that of the NCCP group (1.98(0.74,6.44)), which was 2.80 times that of the NCCP group, and the area under the ROC curve for the diagnosis of NST-AMI was 0.72; the relative expression in the ST-AMI group (10.44( 6.95, 22.93)) was 5.27 times that of the NCCP group, and the area under the ROC curve for the diagnosis of ST-AMI was 0.831, as shown in Figure 7 (Figure A shows the expression of exosome hsa_circ_0001 558 in NST-AMI and ST-AMI Change; B is the ROC curve of exosome hsa_circ_0001558 for the diagnosis of NST-AMI; C is the ROC curve of exosome hsa_circ_0001558 for the diagnosis of ST-AMI. *P<0.05, **P<0.01).
AMI多发生于冠状动脉粥样硬化性狭窄,主要由斑块破裂或血栓形成及继发冠状动脉阻塞引起,导致心肌细胞凋亡和心肌坏死。研究表明,外泌体介导的细胞间信息沟通在AMI中通过多种机制发挥作用。通过分析外泌体中的信息物质可以直接获得细胞的基本信息。已有的研究多集中在对外泌体中miRNA在AMI早期诊断、移植治疗、以及AMI后的心肌纤维化和血管新生中的作用及机制。circRNA是外泌体中的重要信息物质之一。AMI mostly occurs in coronary atherosclerotic stenosis, mainly caused by plaque rupture or thrombosis and secondary coronary artery obstruction, leading to myocardial cell apoptosis and myocardial necrosis. Studies have shown that exosome-mediated intercellular communication plays a role in AMI through multiple mechanisms. The basic information of cells can be directly obtained by analyzing the information substances in exosomes. Most of the existing studies have focused on the role and mechanism of miRNA in exosomes in the early diagnosis of AMI, transplantation therapy, and myocardial fibrosis and angiogenesis after AMI. circRNA is one of the important information substances in exosomes.
circRNA是近年来的研究热点,由外显子或内含子序列组成的环形RNA分子。circRNA没有5’和3’端,不易被RNA酶降解,因此比线性RNA更稳定。circRNA大量存在于真核细胞的细胞质中,具有组织、时序和疾病特异性。circRNA is a research hotspot in recent years, and it is a circular RNA molecule composed of exon or intron sequence. CircRNA has no 5' and 3' ends and is not easily degraded by RNases, so it is more stable than linear RNA. CircRNAs are abundantly present in the cytoplasm of eukaryotic cells and have tissue, temporal and disease specificity.
本研究首先通过高通量测序发现AMI血浆外泌体中的circRNA表达谱与对照组相比明显不同,以|log2(Fold change)|>1,q-value<0.001为标准,筛选到AMI血浆外泌体中差异表达的circRNAs 893个,表达上调118个,表达下调775个,说明AMI时循环外泌体对circRNA的包装具有选择性,能够作为AMI生物标志物。In this study, high-throughput sequencing was first found that the expression profile of circRNA in AMI plasma exosomes was significantly different from that in the control group. With |log2(Fold change)|>1, q-value<0.001 as the standard, AMI plasma was screened. Of the 893 differentially expressed circRNAs in exosomes, 118 were up-regulated and 775 were down-regulated, indicating that circulating exosomes are selective for the packaging of circRNAs during AMI and can be used as AMI biomarkers.
接下来我们挑选了在circBase数据库中有注释、表达量高、升高倍数明显的5个外泌体circRNA在小样本量中用RT-PCR的方法进行了验证。结果显示,外泌体hsa_circ_0001535、外泌体hsa_circ_0000972和外泌体hsa_circ_0001558的检测结果与测序结果一致,且在小样本队列中,外泌体hsa_circ_0001558在AMI组中升高的倍数最高,诊断AMI的ROC曲线下面积最大(如图5所示),因此将其在更大样本量中进行了验证。Next, we selected five exosomal circRNAs that were annotated in the circBase database, had high expression levels, and significantly increased folds, and were verified by RT-PCR in a small sample size. The results showed that the detection results of exosome hsa_circ_0001535, exosome hsa_circ_0000972 and exosome hsa_circ_0001558 were consistent with the sequencing results, and in the small sample cohort, exosome hsa_circ_0001558 had the highest increase in the AMI group, and the ROC for diagnosis of AMI The area under the curve was the largest (as shown in Figure 5), so it was validated in a larger sample size.
外泌体hsa_circ_0001558在更大样本量患者中验证的结果与小样本量验证结果一致,其在AMI患者血浆外泌体中的表达较NCCP组的确显著升高,为NCCP组的4.45倍,其诊断AMI的ROC曲线下面积为0.793(如图6所示)。The verification results of exosome hsa_circ_0001558 in patients with a larger sample size are consistent with the verification results of a small sample size. Its expression in plasma exosomes of AMI patients is indeed significantly higher than that of the NCCP group, which is 4.45 times that of the NCCP group. Its diagnosis The area under the ROC curve of AMI is 0.793 (as shown in Figure 6).
AMI根据其心电图特征,可将其分为ST-AMI与NST-AMI心肌梗死。因此,我们进一步在大样本量队列中分析了外泌体hsa_circ_0001558在ST-AMI和NST-AMI患者中的表达水平。结果显示,外泌体hsa_circ_0001558在NCCP、ST-AMI和NST-AMI血浆外泌体中的表达水平逐渐升高,其诊断NST-AMI的ROC曲线下面积为0.72,其诊断ST-AMI的ROC曲线下面积为0.831(如图7所示)。外泌体hsa_circ_0001558位于5号染色体上,长328nt,可以在血小板、K562细胞、血管内皮细胞等组织/细胞中检测到。According to its electrocardiographic features, AMI can be divided into ST-AMI and NST-AMI myocardial infarction. Therefore, we further analyzed the expression levels of exosomal hsa_circ_0001558 in ST-AMI and NST-AMI patients in a large sample size cohort. The results showed that the expression levels of exosome hsa_circ_0001558 in NCCP, ST-AMI and NST-AMI plasma exosomes gradually increased, and the area under the ROC curve for the diagnosis of NST-AMI was 0.72, and the area under the ROC curve for the diagnosis of ST-AMI The lower area is 0.831 (as shown in Figure 7). Exosome hsa_circ_0001558 is located on chromosome 5 with a length of 328nt and can be detected in tissues/cells such as platelets, K562 cells, and vascular endothelial cells.
AMI循环外泌体中circRNA的表达谱与对照相比显著不同,外泌体hsa_circ_0001558在NCCP、ST-AMI和NST-AMI血浆外泌体中的表达水平逐渐升高,能够作为AMI诊断生物标志物。The expression profile of circRNA in AMI circulating exosomes was significantly different from that of the control, and the expression level of exosome hsa_circ_0001558 in NCCP, ST-AMI and NST-AMI plasma exosomes gradually increased, which can be used as a diagnostic biomarker for AMI .
最后应说明的是:以上各实施例仅用以说明本发明的技术方案,而非对其限制;尽管参照前述各实施例对本发明进行了详细的说明,本领域的普通技术人员应当理解:其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分或者全部技术特征进行等同替换;而这些修改或者替换,并不使相应技术方案的本质脱离本发明各实施例技术方案的范围。Finally, it should be noted that: the above embodiments are only used to illustrate the technical solutions of the present invention, rather than limiting them; although the present invention has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand that: It is still possible to modify the technical solutions described in the foregoing embodiments, or perform equivalent replacements for some or all of the technical features; and these modifications or replacements do not make the essence of the corresponding technical solutions deviate from the technical solutions of the various embodiments of the present invention. scope.

Claims (3)

  1. 一种血浆外泌体circRNA标志物在制备急性心肌梗死检测标志物中的应用,所述血浆外泌体circRNA标志物为hsa_circ_0001558,所述hsa_circ_0001558的核苷酸序列如SEQ ID NO:1所示。An application of a plasma exosomal circRNA marker in the preparation of an acute myocardial infarction detection marker, the plasma exosomal circRNA marker is hsa_circ_0001558, and the nucleotide sequence of the hsa_circ_0001558 is shown in SEQ ID NO:1.
  2. 一种血浆外泌体circRNA标志物在制备急性心肌梗死的诊断产品中的应用,所述血浆外泌体circRNA标志物为hsa_circ_0001558,所述hsa_circ_0001558的核苷酸序列如SEQ ID NO:1所示。An application of a plasma exosome circRNA marker in the preparation of a diagnostic product for acute myocardial infarction, the plasma exosome circRNA marker is hsa_circ_0001558, and the nucleotide sequence of the hsa_circ_0001558 is shown in SEQ ID NO:1.
  3. 根据权利要求2所述的诊断产品,其特征在于,所述诊断产品为芯片、制剂或试剂盒。The diagnostic product according to claim 2, wherein the diagnostic product is a chip, a preparation or a kit.
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