CN114959006A - Application of plasma cfDNA in diagnosis of coronary artery stenosis of suspected coronary artery disease patient - Google Patents
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Abstract
Description
技术领域technical field
本发明涉及游离DNA应用技术领域,尤其是涉及血浆cfDNA在疑似冠状动脉疾病患者诊断冠状动脉狭窄中的应用。The invention relates to the technical field of cell-free DNA application, in particular to the application of plasma cfDNA in diagnosing coronary artery stenosis in patients with suspected coronary artery disease.
背景技术Background technique
冠状动脉疾病(coronary artery disease,CAD)是指一种严重威胁健康的疾病,其病理特征是冠状动脉壁动脉粥样硬化斑块堆积,导致冠状动脉变窄甚至堵塞,心脏供血减少。作为最常见的心脏病类型,CAD是世界上死亡的主要原因。CAD可能引起急性心血管事件,如心肌梗塞,也可能随着时间的推移发展为心力衰竭。早期诊断和精确评估疑似CAD患者是否存在冠状动脉狭窄对于实施适当的医疗护理以减少心脏缺血损伤和改善患者的预后非常重要。Coronary artery disease (CAD) is a disease that seriously threatens health, and its pathological characteristics are the accumulation of atherosclerotic plaques in the coronary walls, leading to narrowing or even blockage of the coronary arteries and reduced blood supply to the heart. As the most common type of heart disease, CAD is the leading cause of death in the world. CAD may cause acute cardiovascular events, such as myocardial infarction, and may also progress to heart failure over time. Early diagnosis and accurate assessment of coronary artery stenosis in patients with suspected CAD are important for implementing appropriate medical care to reduce cardiac ischemic injury and improve patient outcomes.
目前,无创冠状动脉计算机断层扫描(coronary computed tomographyangiography,CCTA)和有创冠状动脉造影(coronary angiography,CAG)等影像学手段在临床上可用于直接评估冠状动脉是否存在管腔狭窄及其程度。然而,CCTA和CAG存在一定程度的风险和局限性。例如在CCTA手术中使用的含碘造影剂可能会引起某些患者严重的过敏反应。此外,极度肥胖的患者和存在异常心律如心房颤动患者,由于图像质量受到干扰,不适合应用CCTA对其冠状动脉进行评估。此外,老年患者常见的血管钙化,在CCTA下也很难识别其实际狭窄程度。就CAG而言,它可直接确定冠状动脉狭窄的位置和严重程度,目前被认为是诊断CAD的金标准技术。除了使用造影剂外,CAG手术还涉及导管检查,因此具有侵入性。CAG手术可能出现并发症和不良反应,包括但不限于感染、导管动脉损伤、过度出血、心律失常、心肌梗塞、中风等。鉴于当前形式的CCTA和CAG影像学手段存在固有的局限性和潜在的风险,有必要研究和开发新的非侵入性诊断方法,以补充和改善对疑似CAD患者的冠状动脉狭窄的临床评估。At present, imaging methods such as non-invasive coronary computed tomography (CCTA) and invasive coronary angiography (CAG) can be used to directly assess the presence and degree of coronary stenosis in clinical practice. However, CCTA and CAG have certain risks and limitations. For example, iodinated contrast media used in CCTA procedures may cause severe allergic reactions in some patients. In addition, extremely obese patients and patients with abnormal heart rhythms such as atrial fibrillation are not suitable for evaluation of their coronary arteries with CCTA due to disturbed image quality. In addition, vascular calcification is common in elderly patients, and it is difficult to identify the actual degree of stenosis under CCTA. In the case of CAG, it directly determines the location and severity of coronary stenosis and is currently considered the gold standard technique for diagnosing CAD. In addition to the use of contrast agents, CAG procedures involve catheterization and are therefore invasive. Complications and adverse reactions may occur in CAG surgery, including but not limited to infection, catheter arterial injury, excessive bleeding, arrhythmia, myocardial infarction, stroke, etc. Given the inherent limitations and potential risks of current forms of CCTA and CAG imaging modalities, there is a need to research and develop new non-invasive diagnostic methods to complement and improve the clinical assessment of coronary artery stenosis in patients with suspected CAD.
循环无细胞DNA(cell-free DNA,cfDNA)描述了存在于血液和其他类型体液中的细胞外DNA片段。自从1948年在健康受试者的血浆中发现以来,cfDNA作为一种用于疾病诊断和预后的非侵入性生物标志物获得了越来越多的关注。多种疾病如癌症、自身免疫性风湿病、衰老、中风等可见循环cfDNA水平的升高。循环cfDNA水平的改变与心肌梗塞、心力衰竭等心脏疾病的关系也已被陆续证实。然而,循环cfDNA作为非侵入性生物标志物在冠状动脉狭窄诊断评估中的应用尚未见报道。Circulating cell-free DNA (cfDNA) describes the extracellular DNA fragments present in blood and other types of bodily fluids. Since its discovery in the plasma of healthy subjects in 1948, cfDNA has gained increasing attention as a non-invasive biomarker for disease diagnosis and prognosis. Elevated levels of circulating cfDNA are seen in various diseases such as cancer, autoimmune rheumatism, aging, and stroke. The relationship between changes in circulating cfDNA levels and cardiac diseases such as myocardial infarction and heart failure has also been confirmed. However, the use of circulating cfDNA as a non-invasive biomarker in the diagnostic assessment of coronary stenosis has not been reported.
发明内容SUMMARY OF THE INVENTION
为了解决上述问题,本发明的目的是提供一种血浆cfDNA在疑似冠状动脉疾病患者诊断冠状动脉狭窄中的应用。本发明提出根据血浆cfDNA水平能够间接判断冠脉狭窄情况,为拟行冠脉造影的疑似冠状动脉疾病患者提供更多的冠状动脉狭窄评估依据,减少不必要的有创冠脉造影;亦可用于筛选高危冠心病患者,对冠心病起到一定的早期预警作用,提高诊断的准确率,减少不必要的医疗费用。In order to solve the above problems, the purpose of the present invention is to provide an application of plasma cfDNA in diagnosing coronary artery stenosis in patients with suspected coronary artery disease. The present invention proposes that coronary artery stenosis can be indirectly judged according to the level of plasma cfDNA, provides more coronary artery stenosis assessment basis for patients with suspected coronary artery disease who are going to undergo coronary angiography, and reduces unnecessary invasive coronary angiography; Screening high-risk patients with coronary heart disease can play a certain early warning role in coronary heart disease, improve the accuracy of diagnosis, and reduce unnecessary medical expenses.
本发明的目的可以通过以下技术方案来实现:The object of the present invention can be realized through the following technical solutions:
本发明的第一个目的是提供血浆cfDNA在制备早期诊断冠状动脉狭窄试剂中的应用,血浆cfDNA的水平在1258-1259ng/ml时作为诊断冠状动脉狭窄的分界值。The first object of the present invention is to provide the application of plasma cfDNA in the preparation of reagents for early diagnosis of coronary stenosis, and the level of plasma cfDNA is 1258-1259 ng/ml as the cut-off value for diagnosing coronary stenosis.
在本发明的一个实施方式中,当血浆cfDNA的水平低于1258-1259ng/ml时,为冠状动脉正常;当血浆cfDNA的水平高于1258-1259ng/ml时,为冠状动脉狭窄;当血浆cfDNA的水平为1258-1259ng/ml时,为疑似冠状动脉狭窄。In one embodiment of the present invention, when the level of plasma cfDNA is lower than 1258-1259ng/ml, the coronary artery is normal; when the level of plasma cfDNA is higher than 1258-1259ng/ml, it is coronary artery stenosis; when the plasma cfDNA level is higher than 1258-1259ng/ml When the level is 1258-1259ng/ml, it is suspected coronary stenosis.
本发明的第二个目的是提供血浆cfDNA在制备早期诊断冠状动脉狭窄试剂盒中的应用,血浆cfDNA的水平在1258-1259ng/ml时作为诊断冠状动脉狭窄的分界值。The second object of the present invention is to provide the application of plasma cfDNA in the preparation of a kit for early diagnosis of coronary stenosis, and the level of plasma cfDNA is 1258-1259 ng/ml as a cutoff value for diagnosing coronary stenosis.
在本发明的一个实施方式中,当血浆cfDNA的水平低于1258-1259ng/ml时,为冠状动脉正常;当血浆cfDNA的水平高于1258-1259ng/ml时,为冠状动脉狭窄;当血浆cfDNA的水平为1258-1259ng/ml时,为疑似冠状动脉狭窄。In one embodiment of the present invention, when the level of plasma cfDNA is lower than 1258-1259ng/ml, the coronary artery is normal; when the level of plasma cfDNA is higher than 1258-1259ng/ml, it is coronary artery stenosis; when the plasma cfDNA level is higher than 1258-1259ng/ml When the level is 1258-1259ng/ml, it is suspected coronary stenosis.
本发明的第三个目的是提供检测血浆cfDNA水平的物质在制备早期诊断冠状动脉狭窄试剂中的应用,血浆cfDNA的水平在1258-1259ng/ml时作为诊断冠状动脉狭窄的分界值。The third object of the present invention is to provide the application of a substance for detecting the level of plasma cfDNA in the preparation of a reagent for early diagnosis of coronary stenosis.
在本发明的一个实施方式中,当血浆cfDNA的水平低于1258-1259ng/ml时,为冠状动脉正常;当血浆cfDNA的水平高于1258-1259ng/ml时,为冠状动脉狭窄;当血浆cfDNA的水平为1258-1259ng/ml时,为疑似冠状动脉狭窄。In one embodiment of the present invention, when the level of plasma cfDNA is lower than 1258-1259ng/ml, the coronary artery is normal; when the level of plasma cfDNA is higher than 1258-1259ng/ml, it is coronary artery stenosis; when the plasma cfDNA level is higher than 1258-1259ng/ml When the level is 1258-1259ng/ml, it is suspected coronary stenosis.
本发明的第四个目的是提供检测血浆cfDNA水平的物质在制备早期诊断冠状动脉狭窄试剂盒中的应用,血浆cfDNA的水平在1258-1259ng/ml时作为诊断冠状动脉狭窄的分界值。The fourth object of the present invention is to provide the application of a substance for detecting plasma cfDNA level in the preparation of a kit for early diagnosis of coronary stenosis.
在本发明的一个实施方式中,当血浆cfDNA的水平低于1258-1259ng/ml时,为冠状动脉正常;当血浆cfDNA的水平高于1258-1259ng/ml时,为冠状动脉狭窄;当血浆cfDNA的水平为1258-1259ng/ml时,为疑似冠状动脉狭窄。In one embodiment of the present invention, when the level of plasma cfDNA is lower than 1258-1259ng/ml, the coronary artery is normal; when the level of plasma cfDNA is higher than 1258-1259ng/ml, it is coronary artery stenosis; when the plasma cfDNA level is higher than 1258-1259ng/ml When the level is 1258-1259ng/ml, it is suspected coronary stenosis.
本发明的第五个目的是提供血浆cfDNA作为治疗靶点在制备抗冠状动脉狭窄药物中的应用。The fifth object of the present invention is to provide the application of plasma cfDNA as a therapeutic target in the preparation of anti-coronary stenosis drugs.
本发明的第六个目的是提供血浆cfDNA抑制剂在制备抗冠状动脉狭窄药物中的应用。The sixth object of the present invention is to provide the application of plasma cfDNA inhibitors in the preparation of anti-coronary stenosis drugs.
与现有技术相比,本发明具有以下有益效果:Compared with the prior art, the present invention has the following beneficial effects:
(1)本发明收集了入院拟行冠状动脉造影的疑似冠状动脉疾病的患者,并通过对造影结果进行分组,分析在不同组别患者基线资料一致的情况下,血浆cfDNA水平的差异;(1) The present invention collects patients with suspected coronary artery disease who are admitted for coronary angiography, and analyzes the differences in plasma cfDNA levels when the baseline data of patients in different groups are consistent by grouping the angiography results;
(2)本发明利用了统计学方法,评价了血浆cfDNA水平对是否存在冠状动脉狭窄的诊断的特异性与敏感性。(2) The present invention utilizes a statistical method to evaluate the specificity and sensitivity of the plasma cfDNA level for diagnosing the presence or absence of coronary stenosis.
附图说明Description of drawings
图1为本发明实施例2中疑似CAD患者的血浆cfDNA水平,使用Quant-iT PicoGreendsDNA检测试剂盒对183名患者的血浆样本进行了循环cfDNA水平的分析。图1A为A组(非CAD,n=51,包括19名男性和32名女性患者)和B组(轻度和重度CAD,n=132,包括75名男性和57名女性患者)的血浆cfDNA水平分别在男性患者、女性患者和总患者中进行比较;图1B为A组(非CAD,n=51,包括19名男性和32名女性患者)和C组(轻度CAD,n=37,包括18名男性和19名女性患者)的血浆cfDNA水平分别在男性患者、女性患者以及所有患者中进行比较。数据以方框图表示(中位数在四分位数范围内)。P值由Mann-Whitney U检验确定。Figure 1 shows the plasma cfDNA levels of suspected CAD patients in Example 2 of the present invention. The Quant-iT PicoGreendsDNA detection kit was used to analyze the circulating cfDNA levels of plasma samples from 183 patients. Figure 1A shows the plasma cfDNA of Group A (non-CAD, n=51, including 19 male and 32 female patients) and Group B (mild and severe CAD, n=132, including 75 male and 57 female patients) Levels were compared in male patients, female patients, and total patients; Plasma cfDNA levels (including 18 male and 19 female patients) were compared in male patients, female patients, and all patients, respectively. Data are presented as box plots (median in interquartile range). P values were determined by the Mann-Whitney U test.
图2为本发明实施例2中疑似CAD患者的血浆cfDNA的ROC曲线,在检测患者的血浆cfDNA水平后,采用Hanley和McNeil的方法进行ROC分析。图2A为循环cfDNA的ROC曲线是由包括A组(非CAD)和B组(轻度和重度CAD)的患者在内的分类A分析绘制的;图2B为循环cfDNA的ROC曲线是由包括A组(非CAD)和C组(轻度CAD)患者的B分类分析绘制的。图中标号:ROC:受试者工作特征分析;AUC:ROC曲线下的面积。FIG. 2 is the ROC curve of the plasma cfDNA of the suspected CAD patient in Example 2 of the present invention. After the plasma cfDNA level of the patient is detected, the method of Hanley and McNeil is used for ROC analysis. Figure 2A shows the ROC curves of circulating cfDNA drawn from the analysis of Category A including patients in Group A (non-CAD) and Group B (mild and severe CAD); Drawn by Category B analysis of Group (non-CAD) and Group C (mild CAD) patients. Labels in the figure: ROC: receiver operating characteristic analysis; AUC: area under the ROC curve.
具体实施方式Detailed ways
本发明提供血浆cfDNA在制备早期诊断冠状动脉狭窄试剂中的应用,血浆cfDNA的水平在1258-1259ng/ml时作为诊断冠状动脉狭窄的分界值。The invention provides the application of plasma cfDNA in preparing reagent for early diagnosis of coronary stenosis, and the level of plasma cfDNA is 1258-1259 ng/ml as the cut-off value for diagnosing coronary stenosis.
在本发明的一个实施方式中,当血浆cfDNA的水平低于1258-1259ng/ml时,为冠状动脉正常;当血浆cfDNA的水平高于1258-1259ng/ml时,为冠状动脉狭窄;当血浆cfDNA的水平为1258-1259ng/ml时,为疑似冠状动脉狭窄。In one embodiment of the present invention, when the level of plasma cfDNA is lower than 1258-1259ng/ml, the coronary artery is normal; when the level of plasma cfDNA is higher than 1258-1259ng/ml, it is coronary artery stenosis; when the plasma cfDNA level is higher than 1258-1259ng/ml When the level is 1258-1259ng/ml, it is suspected coronary stenosis.
本发明提供血浆cfDNA在制备早期诊断冠状动脉狭窄试剂盒中的应用,血浆cfDNA的水平在1258-1259ng/ml时作为诊断冠状动脉狭窄的分界值。The invention provides the application of plasma cfDNA in the preparation of an early diagnosis kit for coronary stenosis, and the level of plasma cfDNA is 1258-1259 ng/ml as a cutoff value for diagnosing coronary stenosis.
在本发明的一个实施方式中,当血浆cfDNA的水平低于1258-1259ng/ml时,为冠状动脉正常;当血浆cfDNA的水平高于1258-1259ng/ml时,为冠状动脉狭窄;当血浆cfDNA的水平为1258-1259ng/ml时,为疑似冠状动脉狭窄。In one embodiment of the present invention, when the level of plasma cfDNA is lower than 1258-1259ng/ml, the coronary artery is normal; when the level of plasma cfDNA is higher than 1258-1259ng/ml, it is coronary artery stenosis; when the plasma cfDNA level is higher than 1258-1259ng/ml When the level is 1258-1259ng/ml, it is suspected coronary stenosis.
本发明提供检测血浆cfDNA水平的物质在制备早期诊断冠状动脉狭窄试剂中的应用,血浆cfDNA的水平在1258-1259ng/ml时作为诊断冠状动脉狭窄的分界值。The invention provides the application of a substance for detecting the level of plasma cfDNA in the preparation of a reagent for early diagnosis of coronary stenosis.
在本发明的一个实施方式中,当血浆cfDNA的水平低于1258-1259ng/ml时,为冠状动脉正常;当血浆cfDNA的水平高于1258-1259ng/ml时,为冠状动脉狭窄;当血浆cfDNA的水平为1258-1259ng/ml时,为疑似冠状动脉狭窄。In one embodiment of the present invention, when the level of plasma cfDNA is lower than 1258-1259ng/ml, the coronary artery is normal; when the level of plasma cfDNA is higher than 1258-1259ng/ml, it is coronary artery stenosis; when the plasma cfDNA level is higher than 1258-1259ng/ml When the level is 1258-1259ng/ml, it is suspected coronary stenosis.
本发明提供检测血浆cfDNA水平的物质在制备早期诊断冠状动脉狭窄试剂盒中的应用,血浆cfDNA的水平在1258-1259ng/ml时作为诊断冠状动脉狭窄的分界值。The invention provides the application of a substance for detecting plasma cfDNA level in preparing a kit for early diagnosis of coronary artery stenosis.
在本发明的一个实施方式中,当血浆cfDNA的水平低于1258-1259ng/ml时,为冠状动脉正常;当血浆cfDNA的水平高于1258-1259ng/ml时,为冠状动脉狭窄;当血浆cfDNA的水平为1258-1259ng/ml时,为疑似冠状动脉狭窄。In one embodiment of the present invention, when the level of plasma cfDNA is lower than 1258-1259ng/ml, the coronary artery is normal; when the level of plasma cfDNA is higher than 1258-1259ng/ml, it is coronary artery stenosis; when the plasma cfDNA level is higher than 1258-1259ng/ml When the level is 1258-1259ng/ml, it is suspected coronary stenosis.
本发明提供血浆cfDNA作为治疗靶点在制备抗冠状动脉狭窄药物中的应用。The invention provides the application of plasma cfDNA as a therapeutic target in the preparation of anti-coronary stenosis drugs.
本发明提供血浆cfDNA抑制剂在制备抗冠状动脉狭窄药物中的应用。The invention provides the application of plasma cfDNA inhibitor in the preparation of anti-coronary artery stenosis medicine.
下面结合附图和具体实施例对本发明进行详细说明。The present invention will be described in detail below with reference to the accompanying drawings and specific embodiments.
本研究对上海中医药大学附属岳阳医院心内科收治的183名成年患者进行了分析。所有患者均具有胸部不适的症状,并接受CAG评估冠状动脉狭窄的程度。患者无急性冠状动脉综合征的诊断,无系统性炎症疾病、心肌炎、心包炎、活动性感染或癌症病史。本研究符合《赫尔辛基宣言》的伦理标准,并得到上海中医药大学附属岳阳医院伦理审查委员会的批准(批准号:2021-025)。This study analyzed 183 adult patients admitted to the Department of Cardiology, Yueyang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine. All patients had symptoms of chest discomfort and underwent CAG to assess the degree of coronary stenosis. The patient had no diagnosis of acute coronary syndrome and no history of systemic inflammatory disease, myocarditis, pericarditis, active infection, or cancer. This study complied with the ethical standards of the Declaration of Helsinki and was approved by the Ethics Review Committee of Yueyang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine (approval number: 2021-025).
实施例1Example 1
1.临床和实验室测量1. Clinical and Laboratory Measurements
所有参与者都接受了完整的病史和全面的身体检查。年龄、吸烟和饮酒习惯以及合并症都通过结构化问卷进行记录。在CAG之前收集了体温和心血管风险因素。在这项研究中,吸烟者被定义为每天吸烟≥1支且至少6个月的人。过夜禁食后,使用自动化学分析仪(AU5800系列临床化学分析仪,Beckman Coulter)测定肝、肾功能、总胆固醇、甘油三酯、低密度脂蛋白胆固醇(low-density lipoprotein cholesterol,LDL-C)和高密度脂蛋白胆固醇(HDL-C,high-density lipoprotein cholesterol)。高效液相色谱法(HCL-723,TosohBioscience)用于测定HbA1c。采用颗粒增强免疫比浊法(CRP-M100,深圳明德生物医疗电子有限公司)测定高敏CRP(high-sensitivity CRP,hsCRP)。采用Sysmex CS-5100(SiemensHealthineers)测定D-二聚体(D-dimer,DDi)。采用Mindray 6800plus(深圳明德生物医疗电子有限公司)测定白细胞(White blood cell,WBC)计数。All participants underwent a complete medical history and thorough physical examination. Age, smoking and drinking habits, and comorbidities were recorded by structured questionnaires. Body temperature and cardiovascular risk factors were collected before CAG. In this study, smokers were defined as those who smoked ≥1 cigarette per day for at least 6 months. After an overnight fast, liver, kidney function, total cholesterol, triglycerides, and low-density lipoprotein cholesterol (LDL-C) were determined using an automated chemistry analyzer (AU5800 series clinical chemistry analyzer, Beckman Coulter). and high-density lipoprotein cholesterol (HDL-C, high-density lipoprotein cholesterol). High performance liquid chromatography (HCL-723, Tosoh Bioscience) was used to determine HbA1c. High-sensitivity CRP (hsCRP) was determined by particle-enhanced immunoturbidimetry (CRP-M100, Shenzhen Mingde Biomedical Electronics Co., Ltd.). D-dimer (DDi) was determined using a Sysmex CS-5100 (Siemens Healthineers). White blood cell (WBC) counts were determined by Mindray 6800plus (Shenzhen Mingde Biomedical Electronics Co., Ltd.).
2.循环cfDNA测量2. Circulating cfDNA Measurements
在CAG手术前通过K2 EDTA vacutainers(江苏康健医疗器械公司)收集动脉血至3.2%的柠檬酸管中,并在收集后1小时内进行处理。在室温下将经过EDTA处理的血液采用2000×g离心10分钟分离血浆。血浆标本在分析前储存在-80℃。由于溶血对cfDNA水平存在潜在影响,在进行cfDNA分析之前,目测血浆样本是否有溶血现象并排除可检测到溶血的血浆样本。使用Quant-iTTMPicoGreenTMdsDNA检测试剂盒(Cat#P11496,Lot#1911829,Molecular Probes,Invitrogen)按照说明对血浆cfDNA进行量化。使用荧光微板阅读器(BioTek Epoch)在激发和发射波长分别为480纳米和520纳米的条件下测量样品,一式三份进行重复。Arterial blood was collected into 3.2% citric acid tubes by K2 EDTA vacutainers (Jiangsu Kangjian Medical Equipment Co.) before CAG surgery and processed within 1 hour after collection. Plasma was separated from EDTA-treated blood by centrifugation at 2000 xg for 10 min at room temperature. Plasma samples were stored at -80°C prior to analysis. Due to the potential impact of hemolysis on cfDNA levels, prior to cfDNA analysis, plasma samples were visually inspected for hemolysis and those with detectable hemolysis were excluded. Plasma cfDNA was quantified using the Quant-iT ™ PicoGreen ™ dsDNA Detection Kit (Cat#P11496, Lot#1911829, Molecular Probes, Invitrogen) as described. Samples were measured in triplicate using a fluorescence microplate reader (BioTek Epoch) at excitation and emission wavelengths of 480 nm and 520 nm, respectively.
3.冠状动脉造影3. Coronary angiography
CAG常规经桡动脉进行。在穿刺不成功或桡动脉血管痉挛的情况下,选择股动脉作为替代途径。根据美国心脏协会的规定,基本的血管造影视图包括左冠状动脉的左前斜位、蜘蛛位、前后位加足位和右前斜位;右冠状动脉的左前斜位、左前斜位加头位和右前斜位,必要时采用其他体位。肾功能正常的患者使用洛比妥(Xenetix,Guerbet公司)作为造影剂,肾功能受损的患者则使用洛地沙诺(Vispaque,GE Healthcare Ireland LimitedCompany)。数字减影血管造影的设备采用通用电气公司的IGS 320。冠状动脉造影的解读由两名心内科主治医生独立完成。在CAG之后,患者被分配到不同的组别,进行指定的比较。A组包括没有明显狭窄或管腔狭窄<30%的患者,即非CAD。B组包括管腔狭窄≥30%的患者,包括轻度(管腔狭窄≥30%但<50%)和重度(管腔狭窄≥50%)CAD。C组仅包括轻度CAD的患者。分类A指的是对A组和B组进行比较,分类B指的是对A组和C组进行比较。CAG is routinely performed through the radial artery. In the event of unsuccessful puncture or radial vasospasm, the femoral artery is chosen as an alternative route. According to the American Heart Association, basic angiographic views include left anterior oblique, spider, anteroposterior plus foot, and right anterior oblique views of the left coronary artery; left anterior oblique, left anterior oblique plus head, and right anterior oblique views of the right coronary artery Oblique position, if necessary, adopt other positions. Lobital (Xenetix, Guerbet) was used as a contrast medium in patients with normal renal function, and lodisanol (Vispaque, GE Healthcare Ireland Limited Company) in patients with impaired renal function. The equipment for digital subtraction angiography was IGS 320 from General Electric Company. Interpretation of coronary angiography was performed independently by two attending cardiologists. After CAG, patients were assigned to different groups for designated comparisons. Group A included patients with no significant stenosis or luminal stenosis <30%, i.e. non-CAD. Group B included patients with luminal stenosis ≥30%, including mild (luminal stenosis ≥30% but <50%) and severe (luminal stenosis ≥50%) CAD. Group C included only patients with mild CAD. Category A refers to the comparison of groups A and B, and category B refers to the comparison of groups A and C.
4.数据分析4. Data Analysis
采用SAS软件(9.4版)进行数据分析。定性变量使用频率计数和比例(百分比),定量变量使用平均值和标准差或中位数和四分位数范围(IQR)来描述数据。采用学生t检验、Mann-Whitney U检验或单向方差分析检验比较定量变量之间的差异。采用皮尔逊卡方检验(χ2)对分类数据(二进制或序数)之间的差异进行分析。根据皮尔逊或斯皮尔曼相关系数评价不同定量变量之间的线性相关关系。进行稳健的逻辑回归分析,探讨血浆cfDNA水平与管腔狭窄程度之间的关系,并相应地计算出相对危险度(OR)和95%的置信区间(CI)。采用受试者工作特征(receiver operating characteristic,ROC)分析来确定预测冠状动脉狭窄的循环cfDNA的临界点及其增量值。使用Hanley和McNeil的方法比较ROC的曲线下面积(area under curve,AUC)。P值小于0.05被认为具有统计学意义。SAS software (version 9.4) was used for data analysis. Qualitative variables use frequency counts and proportions (percentages), and quantitative variables use mean and standard deviation or median and interquartile range (IQR) to describe data. Differences between quantitative variables were compared using Student's t-test, Mann-Whitney U test, or one-way ANOVA test. Differences between categorical data (binary or ordinal) were analyzed using Pearson's chi-square test (χ 2 ). The linear correlation between different quantitative variables was evaluated according to the Pearson or Spearman correlation coefficient. Robust logistic regression analysis was performed to explore the relationship between plasma cfDNA levels and degree of luminal stenosis, and relative risk (OR) and 95% confidence interval (CI) were calculated accordingly. Receiver operating characteristic (ROC) analysis was used to determine cut-off points and their incremental values for circulating cfDNA predicting coronary stenosis. The area under the curve (AUC) of the ROC was compared using the method of Hanley and McNeil. P values less than 0.05 were considered statistically significant.
实施例2Example 2
1.患者的人口学和临床特征1. Patient demographics and clinical characteristics
183名有胸部不适症状的患者的人口统计学、临床特征和血液化学参数汇总于表1。根据CAG检查定义的冠状动脉狭窄程度,183名患者被分配到A组(非CAD,无管腔狭窄或管腔狭窄<30%的患者),B组(轻度和重度CAD,管腔狭窄≥30%的患者)或C组(轻度CAD,管腔狭窄≥30%但<50%的患者)。患者平均年龄为65.4±10.4岁。与A组相比,B组患者的年龄有所增加。在所有患者中,94名男性(51.4%)和89名女性(48.6%)。在183名患者中,吸烟和饮酒的发生率分别为24.0%和25.7%。不同组别在吸烟和饮酒方面未见显著差异。与A组相比,B组包括更多的高血压患者。除高血压外,在A组和B组或A组和C组之间进行比较时,没有发现糖尿病、血脂异常或脑梗塞的分布差异。此外,与A组相比,B组的肌酐和DDi水平更高。A组和B组之间或A组和C组之间在HbA1c、HDL、LDL、胆固醇、甘油三酯、白细胞、hsCRP、BNP、白蛋白或EF水平方面没有发现差异。The demographics, clinical characteristics, and blood chemistry parameters of the 183 patients with symptoms of chest discomfort are summarized in Table 1. According to the degree of coronary stenosis defined by CAG examination, 183 patients were assigned to Group A (non-CAD, patients with no luminal stenosis or luminal stenosis <30%), Group B (mild and severe CAD, luminal stenosis ≥ 30%) 30% of patients) or Group C (mild CAD, luminal stenosis ≥30% but <50% of patients). The mean age of the patients was 65.4±10.4 years. Compared with group A, the age of patients in group B increased. Among all patients, 94 males (51.4%) and 89 females (48.6%). Among the 183 patients, the incidences of smoking and drinking were 24.0% and 25.7%, respectively. There were no significant differences in smoking and drinking between groups. Compared with group A, group B included more hypertensive patients. Except for hypertension, no differences in the distribution of diabetes, dyslipidemia, or cerebral infarction were found when comparing groups A and B or A and C. In addition, group B had higher levels of creatinine and DDi compared to group A. No differences were found between groups A and B or between groups A and C in HbA1c, HDL, LDL, cholesterol, triglycerides, leukocytes, hsCRP, BNP, albumin, or EF levels.
表1.疑似CAD患者的人口学和临床特征Table 1. Demographic and clinical characteristics of patients with suspected CAD
A组和B组之间的差异有统计学意义(P<0.05)。 The difference between group A and group B was statistically significant (P<0.05).
缩写:BNP,脑钠肽;CAG,冠状动脉造影;hsCRP,高敏C反应蛋白;DDi,D-二聚体;EF,射血分数;HbA1c,糖化血红蛋白;HDL,高密度脂蛋白;IQR,四分位数范围;LDL,低密度脂蛋白;PCI,经皮冠状动脉介入;SD,标准差;WBC,白细胞。Abbreviations: BNP, brain natriuretic peptide; CAG, coronary angiography; hsCRP, high-sensitivity C-reactive protein; DDi, D-dimer; EF, ejection fraction; HbA1c, glycosylated hemoglobin; HDL, high-density lipoprotein; IQR, four Quantile range; LDL, low-density lipoprotein; PCI, percutaneous coronary intervention; SD, standard deviation; WBC, white blood cells.
2.冠状动脉狭窄患者的血浆cfDNA水平升高2. Elevated plasma cfDNA levels in patients with coronary artery stenosis
为了探索血浆cfDNA作为评估冠状动脉狭窄的生物标志物的潜力,我们进一步分析了患者的血浆cfDNA水平。如表2所示,与A组相比,B组的血浆cfDNA水平明显增加。此外,鉴于B组由轻度和重度管腔狭窄的患者组成,为了评估血浆cfDNA的水平在只有轻度CAD的患者中是否与排除CAD诊断的患者有区别,将轻度冠状动脉狭窄的患者(C组)与A组的患者进行对比。结果显示,与A组患者相比,即使调整了混杂因素,C组患者的血浆cfDNA水平也明显更高。同时,在男性患者、高血压患者和没有PCI病史的患者中观察到较高的血浆cfDNA水平。此外,虽然未见显著统计学差异,但与A组相比,B组和C组的男性患者的血浆cfDNA水平有增加的趋势,而女性则没有(图1)。这些结果不仅证明CAG定义的冠状动脉狭窄患者的血浆中cfDNA水平升高,而且还表明循环cfDNA有可能适用于区分有胸部不适的患者的轻度CAD和非CAD。To explore the potential of plasma cfDNA as a biomarker for assessing coronary stenosis, we further analyzed patients' plasma cfDNA levels. As shown in Table 2, compared with group A, plasma cfDNA levels in group B were significantly increased. In addition, given that Group B consisted of patients with mild and severe luminal stenosis, to assess whether plasma cfDNA levels differed in patients with only mild CAD from those with a CAD diagnosis excluded, patients with mild coronary stenosis ( Group C) was compared with the patients of Group A. Results showed that compared with patients in group A, patients in group C had significantly higher plasma cfDNA levels, even after adjusting for confounders. Meanwhile, higher plasma cfDNA levels were observed in male patients, hypertensive patients, and patients without a history of PCI. In addition, although no statistically significant difference was found, compared with group A, there was a trend for increased plasma cfDNA levels in male patients in groups B and C, but not in females (Figure 1). These results not only demonstrate elevated plasma cfDNA levels in patients with coronary artery stenosis defined by CAG, but also suggest that circulating cfDNA has the potential to be useful in distinguishing mild CAD from non-CAD in patients with chest discomfort.
表2.疑似CAD患者的血浆cfDNA水平Table 2. Plasma cfDNA levels in patients with suspected CAD
A组和B组之间以及A组和C组之间血浆cfDNA水平差异的稳健回归分析,并对性别进行了调整(回归过程中相互调整的协变量是通过有向无环图法选择的)。组间差异有统计学意义(P<0.05)。Robust regression analysis of differences in plasma cfDNA levels between groups A and B and between groups A and C, adjusted for sex (mutually adjusted covariates in the regression were selected by the directed acyclic graph method) . The difference between groups was statistically significant (P<0.05).
3.循环cfDNA对冠状动脉狭窄患者的诊断性能3. Diagnostic performance of circulating cfDNA in patients with coronary artery stenosis
接下来,将A组和B组的患者归入分类A,A组和C组的患者归入分类B,然后进行ROC分析,进一步评估血浆cfDNA在评估疑似CAD患者冠状动脉狭窄中的诊断性能。如表3和图2所示,ROC分析显示,B组患者中血浆cfDNA的最佳截止值(即Optimal cutoff value,下述相同)为1258.39ng/ml(AUC:0.604;95%CI:[0.508-0.701];p=0.029),敏感性为72%,特异性为51%。同时,在分类B患者中,C组血浆cfDNA的最佳截止值为1258.84ng/mL(AUC:0.627;95%CI:[0.510-0.745];P=0.042),其敏感性为76%,特异性为51%。这些结果表明,在本研究体系中,血浆cfDNA的水平在1258-1259ng/ml可以作为识别冠状动脉狭窄的分界值,支持血浆cfDNA在预测疑似CAD患者冠状动脉狭窄方面的诊断准确性。Next, patients in groups A and B were classified into category A, and patients in groups A and C into category B, followed by ROC analysis to further evaluate the diagnostic performance of plasma cfDNA in assessing coronary stenosis in patients with suspected CAD. As shown in Table 3 and Figure 2, ROC analysis showed that the optimal cutoff value (ie, Optimal cutoff value, the same as below) of plasma cfDNA in group B patients was 1258.39 ng/ml (AUC: 0.604; 95% CI: [0.508] -0.701]; p=0.029) with a sensitivity of 72% and a specificity of 51%. Meanwhile, in patients with category B, the optimal cutoff value of plasma cfDNA in group C was 1258.84 ng/mL (AUC: 0.627; 95% CI: [0.510-0.745]; P=0.042), and its sensitivity was 76%, specificity Sex is 51%. These results suggest that, in this study system, plasma cfDNA levels of 1258-1259 ng/ml can be used as a cut-off value for identifying coronary stenosis, supporting the diagnostic accuracy of plasma cfDNA in predicting coronary stenosis in patients with suspected CAD.
表3.疑似CAD患者血浆cfDNA的ROC分析Table 3. ROC analysis of plasma cfDNA from patients with suspected CAD
分类A包括A组和B组的患者;分类B包括A组和C组的患者。AUC:ROC曲线下的面积;CI:置信区间;ROC:受试者工作特征。Category A includes patients in Groups A and B; Category B includes patients in Groups A and C. AUC: area under the ROC curve; CI: confidence interval; ROC: receiver operating characteristic.
4.验证血浆cfDNA的诊断准确性4. Validation of the diagnostic accuracy of plasma cfDNA
为了验证血浆cfDNA在评估冠状动脉狭窄方面的诊断准确性,进一步应用了百分位法。将血浆cfDNA的水平分为19个区间(从P5到P95),然后进行ROC分析,评估19个cfDNA值的检测效果。如表4所示,对应于P35的1258.85ng/mL的水平被证明是分类A患者血浆cfDNA的截止值,其敏感性为78.99%,特异性为40.63%。同样,分类B患者的临界值为1259.80ng/mL,对应于P40,其敏感性为75.68%,特异性为50.98%。这些结果证实,血浆中的cfDNA水平在1258-1259ng/mL时,可以预测本研究包括的患者是否存在CAG定义的冠状动脉狭窄。To verify the diagnostic accuracy of plasma cfDNA in assessing coronary stenosis, the percentile method was further applied. Plasma cfDNA levels were divided into 19 intervals (from P5 to P95), and then ROC analysis was performed to evaluate the detection effect of the 19 cfDNA values. As shown in Table 4, the level of 1258.85 ng/mL corresponding to P35 proved to be the cutoff value for plasma cfDNA in patients with Category A with a sensitivity of 78.99% and a specificity of 40.63%. Likewise, the cut-off value for Category B patients was 1259.80 ng/mL, corresponding to P40, with a sensitivity of 75.68% and a specificity of 50.98%. These results confirm that plasma cfDNA levels of 1258-1259 ng/mL can predict the presence of CAG-defined coronary stenosis in the patients included in this study.
本研究表明,冠状动脉狭窄患者的血浆cfDNA水平升高,为开发基于血浆cfDNA的检测方法奠定了初步的基础,有助于对疑似CAD的患者进行无创或微创的冠状动脉狭窄评估。The present study demonstrates that plasma cfDNA levels are elevated in patients with coronary artery stenosis, laying a preliminary basis for the development of plasma cfDNA-based assays to facilitate non-invasive or minimally invasive evaluation of coronary artery stenosis in patients with suspected CAD.
表4.血浆cfDNA用于评估疑似CAD患者冠脉狭窄的诊断性能验证Table 4. Validation of the diagnostic performance of plasma cfDNA for assessing coronary stenosis in patients with suspected CAD
分类A包括A组和B组的病人,分类B包括A组和C组的病人。Category A includes patients in groups A and B, and category B includes patients in groups A and C.
上述的对实施例的描述是为便于该技术领域的普通技术人员能理解和使用发明。熟悉本领域技术的人员显然可以容易地对这些实施例做出各种修改,并把在此说明的一般原理应用到其他实施例中而不必经过创造性的劳动。因此,本发明不限于上述实施例,本领域技术人员根据本发明的揭示,不脱离本发明范畴所做出的改进和修改都应该在本发明的保护范围之内。The foregoing description of the embodiments is provided to facilitate understanding and use of the invention by those of ordinary skill in the art. It will be apparent to those skilled in the art that various modifications to these embodiments can be readily made, and the generic principles described herein can be applied to other embodiments without inventive step. Therefore, the present invention is not limited to the above-mentioned embodiments, and improvements and modifications made by those skilled in the art according to the disclosure of the present invention without departing from the scope of the present invention should all fall within the protection scope of the present invention.
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