CN103487581A - Application of serum DDK1 in preparation of diagnosis reagent for alpha fetal protein negative hepatocellular carcinoma - Google Patents
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Abstract
本发明涉及血清DKK1在制备甲胎蛋白阴性肝细胞癌的诊断试剂中的用途。本发明人通过分析大量的肝细胞癌样本,从中分析了DKK1和AFP的表达情况,首次发现血清DKK1诊断AFP阴性肝细胞癌具有较高的灵敏度和特异性。The invention relates to the use of serum DKK1 in preparing a diagnostic reagent for alpha-fetoprotein negative hepatocellular carcinoma. The present inventor analyzed the expression of DKK1 and AFP by analyzing a large number of hepatocellular carcinoma samples, and found for the first time that serum DKK1 has higher sensitivity and specificity in diagnosing AFP-negative hepatocellular carcinoma.
Description
技术领域 technical field
本发明属于生物医药领域;更具体地,本发明涉及血清DKK1在制备甲胎蛋白阴性肝细胞癌的诊断试剂中的用途。 The invention belongs to the field of biomedicine; more specifically, the invention relates to the use of serum DKK1 in preparing a diagnostic reagent for alpha-fetoprotein-negative hepatocellular carcinoma. the
背景技术 Background technique
肝脏原发性肿瘤包括肝细胞癌(hepatocellular carcinoma,HCC)、肝内胆管癌、混合性肝细胞癌、胆管囊腺瘤、肝母细胞瘤、血管瘤、类癌、淋巴癌、上皮样血管内皮瘤、鳞状细胞癌、畸胎瘤、以及平滑肌肉瘤、纤维肉瘤、恶性纤维组织细胞瘤、横纹肌肉瘤等其它肝脏肉瘤。目前,肝细胞癌的病因尚未完全明确,其发生是一个涉及多因素、多阶段和多基因累积变异的过程,主要的因素有病毒感染、黄曲霉毒素的摄入、酒精中毒、水污染、肝螺旋杆菌以及肝硬化等。乙型肝炎病毒(hepatitis B virus,HBV)感染是肝细胞癌的主要致病因素,尤其是在亚洲和非洲;丙型肝炎病毒(hepatitis C virus,HCV)感染呈世界性分布,是欧美等西方国家肝细胞癌发病率升高的主要因素。肝硬化是肝细胞癌发生最危险的因素,也是肝硬化病人主要的死因。由于大多数肝细胞癌患者就诊时已属中晚期,失去了最佳治疗时机,目前仅有30-40%的肝细胞癌患者能实施有效手术治疗,五年生存率仅3-5%。所以及时有效的诊断肝细胞癌是提高患者生存率的关键之一。 Primary liver tumors include hepatocellular carcinoma (HCC), intrahepatic cholangiocarcinoma, mixed hepatocellular carcinoma, cystadenoma of the bile duct, hepatoblastoma, hemangioma, carcinoid, lymphoma, epithelioid vascular endothelium Tumor, squamous cell carcinoma, teratoma, and leiomyosarcoma, fibrosarcoma, malignant fibrous histiocytoma, rhabdomyosarcoma and other liver sarcomas. At present, the etiology of hepatocellular carcinoma has not been fully clarified. Its occurrence is a process involving multi-factors, multi-stages, and multi-gene accumulation of mutations. The main factors are viral infection, aflatoxin intake, alcoholism, water pollution, and liver disease. Helicobacter and liver cirrhosis. Hepatitis B virus (HBV) infection is the main pathogenic factor of hepatocellular carcinoma, especially in Asia and Africa; Major contributors to the rising incidence of HCC in the country. Liver cirrhosis is the most dangerous factor for the occurrence of hepatocellular carcinoma, and it is also the main cause of death in patients with cirrhosis. Since most patients with hepatocellular carcinoma are in the middle and advanced stages when they are diagnosed, the best opportunity for treatment is lost. At present, only 30-40% of patients with hepatocellular carcinoma can receive effective surgical treatment, and the five-year survival rate is only 3-5%. Therefore, timely and effective diagnosis of HCC is one of the keys to improve the survival rate of patients. the
目前,筛查和诊断肝细胞癌最常用的方法是影像学和血清甲胎蛋白(alpha-fetoprotein,AFP)检测。影像包括超声、CT、MRI等,但影像检测花费昂贵,难以广泛应用,且易受操作者经验影响,而且难以区分肝癌和非恶性增生。AFP是当前全世界应用最广泛的肝细胞癌标志物。当其界值为20ng/mL时,AFP诊断肝细胞癌的灵敏度仅为55-60%,产生约40%的假阴性率。这部分AFP阴性肝细胞癌病人在临床上难以诊断,难以评估其治疗效果和疾病进程。因此发现新的可靠的能弥补AFP不足的肝细胞癌诊断标志物,可极大提高和改善临床综合治疗效果,有助于肝细胞癌患者生存期的延长和生存质量的提高。理想的肿瘤标志物需要有较高的特异性,能够将肝细胞癌与肝炎、肝硬化、 肝脏再生结节等区别开来,同时还需有较高的灵敏度,能够诊断早期肝细胞癌,且具有易检测、可重复、非侵入性的特点。 Currently, the most commonly used methods for screening and diagnosing HCC are imaging and serum alpha-fetoprotein (AFP) detection. Imaging includes ultrasound, CT, MRI, etc., but imaging detection is expensive, difficult to be widely used, and easily affected by operator experience, and it is difficult to distinguish liver cancer from non-malignant hyperplasia. AFP is currently the most widely used marker of hepatocellular carcinoma in the world. When its cut-off value is 20ng/mL, the sensitivity of AFP in diagnosing hepatocellular carcinoma is only 55-60%, resulting in a false negative rate of about 40%. This part of AFP-negative HCC patients is difficult to diagnose clinically, and it is difficult to evaluate its treatment effect and disease process. Therefore, the discovery of new and reliable diagnostic markers for hepatocellular carcinoma that can make up for the deficiency of AFP can greatly improve and improve the clinical comprehensive treatment effect, and help prolong the survival period and improve the quality of life of patients with hepatocellular carcinoma. An ideal tumor marker needs to have high specificity, be able to distinguish hepatocellular carcinoma from hepatitis, cirrhosis, liver regeneration nodules, etc., and also need to have high sensitivity, be able to diagnose early hepatocellular carcinoma, and It has the characteristics of easy detection, repeatability and non-invasiveness. the
人类基因组计划的完成,高通量基因表达检测方法的发展和大规模数据分析能力的提高,使人们可以更深入地研究肝细胞癌发生发展过程中基因表达的改变,更好地理解肝细胞癌的发病机制,筛选并获得可应用于临床的生物标志物和药物靶点。本发明人前期通过cDNA表达谱芯片(Affymetrix GeneChip Human Genome U133 Plus 2.0 Array)技术分析了肝癌患者癌组织及对应癌旁肝组织基因表达谱存在差异。进一步发现DKK1在正常成年人的多种组织中不表达,仅在胎盘组织中表达,具有肿瘤特异性。 The completion of the Human Genome Project, the development of high-throughput gene expression detection methods and the improvement of large-scale data analysis capabilities have enabled people to study the changes in gene expression during the development of hepatocellular carcinoma more deeply and better understand hepatocellular carcinoma. To screen and obtain clinically applicable biomarkers and drug targets. In the early stage, the inventors analyzed the differences in gene expression profiles between cancer tissues of patients with liver cancer and corresponding paracancerous liver tissues by cDNA expression profile chip (Affymetrix GeneChip Human Genome U133 Plus 2.0 Array) technology. It was further found that DKK1 is not expressed in various tissues of normal adults, and is only expressed in placental tissue, which has tumor specificity. the
DKK1是Wnt信号通路的抑制因子,最早克隆于1998年,发现其在非洲爪蟾早期发育中能够抑制Wnt诱导的轴的复制而参与头部的形成。Wnt通路是一条对胚胎发育起重要调节作用的信号通路,参与细胞增殖、分化、凋亡、细胞极性和运动等过程,其通路中信号分子的突变或异常表达与多种疾病及癌症相关。Wnt通路受几种分泌蛋白的调控,包括DKK、WIF(Wnt-inhibitor factor)和SFRP(secreted frizzled related protein)等。DKK家族包含进化上相对保守的4个成员(DKK1-4)。DKK1编码一个分泌型糖蛋白,含有两个富含半胱氨酸的保守区域(Cys1、Cys2),能够与低密度脂蛋白受体相关蛋白5/6(low-density lipoprotein receptor-related protein 5/6,LRP5/6)结合,并在膜蛋白Kremen1/2参与下通过引起LRP5/6内吞,抑制Wnt-Frizzled-LRP5/6复合体的形成,而抑制经典的Wnt信号通路。
DKK1 is an inhibitor of the Wnt signaling pathway. It was first cloned in 1998. It was found that it can inhibit the replication of the Wnt-induced axis and participate in the formation of the head in the early development of Xenopus laevis. The Wnt pathway is a signaling pathway that plays an important role in regulating embryonic development and participates in processes such as cell proliferation, differentiation, apoptosis, cell polarity, and motility. The mutation or abnormal expression of signaling molecules in the pathway is related to various diseases and cancers. The Wnt pathway is regulated by several secreted proteins, including DKK, WIF (Wnt-inhibitor factor) and SFRP (secret frizzled related protein). The DKK family contains four members (DKK1-4) that are relatively conserved in evolution. DKK1 encodes a secreted glycoprotein containing two cysteine-rich conserved regions (Cys1, Cys2), which can bind to low-density lipoprotein receptor-
随后本发明人采用ELISA方法,首次在10种不同类型人肿瘤细胞培养上清中检测出高浓度的DKK1蛋白,提示多种人肿瘤细胞分泌和高表达DKK1,DKK1可用于人类恶性肿瘤的临床血清诊断。于是2005年本发明人申报了国家发明专利(CN200510110298.2)和国际PCT专利(PCT/CN2006/000382)。DKK1用于癌症血清诊断的中国专利和国际专利均为本发明人首次在国内和国际上提出申请。尽管针对DKK1已经有在先的研究,但是本领域目前对血清DKK1的临床意义,特别是对AFP阴性(血清AFP≤20ng/ml)肝细胞癌患者的诊断能力并不清楚。 Subsequently, the inventors used the ELISA method to detect high concentrations of DKK1 protein in the culture supernatants of 10 different types of human tumor cells for the first time, suggesting that a variety of human tumor cells secrete and highly express DKK1, and DKK1 can be used in clinical serum of human malignant tumors diagnosis. So in 2005, the inventor applied for a national invention patent (CN200510110298.2) and an international PCT patent (PCT/CN2006/000382). The Chinese patent and the international patent of DKK1 for cancer serum diagnosis are the first domestic and international applications filed by the inventor. Although there have been previous studies on DKK1, the clinical significance of serum DKK1, especially the diagnostic ability of AFP-negative (serum AFP≤20ng/ml) hepatocellular carcinoma patients is not clear in this field. the
发明内容 Contents of the invention
本发明的目的在于提供血清DKK1在制备甲胎蛋白阴性肝细胞癌的诊断试 剂中的用途。 The object of the present invention is to provide the application of serum DKK1 in the preparation of a diagnostic reagent for alpha-fetoprotein-negative hepatocellular carcinoma. the
在本发明的第一方面,提供DKK1蛋白或其编码基因在制备甲胎蛋白阴性肝细胞癌的诊断试剂中的用途。 In the first aspect of the present invention, a use of the DKK1 protein or its coding gene in the preparation of a diagnostic reagent for alpha-fetoprotein-negative hepatocellular carcinoma is provided. the
在本发明的另一方面,提供DKK1在制备甲胎蛋白阴性肝细胞癌的诊断试剂盒中的用途。 In another aspect of the present invention, the use of DKK1 in the preparation of a diagnostic kit for alpha-fetoprotein-negative hepatocellular carcinoma is provided. the
在一个优选例中,所述的诊断试剂选自(但不限于): In a preferred example, the diagnostic reagent is selected from (but not limited to):
特异性扩增DKK1蛋白的编码基因的引物;或 Primers for specifically amplifying the gene encoding the DKK1 protein; or
特异性识别DKK1蛋白的编码基因或其转录本的探针;或 A probe that specifically recognizes the gene encoding the DKK1 protein or its transcript; or
特异性抗DKK1蛋白的抗体。 Antibodies specific to the DKK1 protein. the
在另一优选例中,所述的特异性扩增DKK1蛋白的编码基因的引物是引物对,核苷酸序列如SEQ ID NO:1和SEQ ID NO:2所示。 In another preferred example, the primers for specifically amplifying the gene encoding the DKK1 protein are primer pairs, the nucleotide sequences of which are shown in SEQ ID NO:1 and SEQ ID NO:2. the
在本发明的另一方面,提供一种用于测定甲胎蛋白阴性肝细胞癌的试剂盒,所述的试剂盒中含有: In another aspect of the present invention, there is provided a test kit for determining alpha-fetoprotein-negative hepatocellular carcinoma, which contains:
(1)检测甲胎蛋白或其编码基因(较佳地,为血清中的甲胎蛋白或其编码基因)的表达情况或表达量的诊断试剂;和 (1) A diagnostic reagent for detecting the expression or expression level of alpha-fetoprotein or its coding gene (preferably, alpha-fetoprotein or its coding gene in serum); and
(2)检测DKK1蛋白或其编码基因(较佳地,为血清中的DKK1蛋白或其编码基因)的表达情况或表达量的诊断试剂。 (2) A diagnostic reagent for detecting the expression or expression level of DKK1 protein or its coding gene (preferably, DKK1 protein or its coding gene in serum). the
在一个优选例中,所述的试剂盒中,先使用(1)的诊断试剂检测待测样品(较佳地,为血清)中甲胎蛋白或其编码基因的表达情况或表达量;再使用(2)的诊断试剂检测待测样品(较佳地,为血清)中的DKK1蛋白或其编码基因的表达情况或表达量,当甲胎蛋白检测为阴性时,若检测为DKK1阳性,则该待测样品的提供者为肝细胞癌高危。 In a preferred example, in the kit, the diagnostic reagent of (1) is first used to detect the expression or expression level of alpha-fetoprotein or its coding gene in the test sample (preferably, serum); (2) The diagnostic reagent detects the expression or expression level of the DKK1 protein or its coding gene in the test sample (preferably, serum). When the alpha-fetoprotein test is negative, if the test is positive for DKK1, the The provider of the sample to be tested is at high risk of hepatocellular carcinoma. the
在另一优选例中,所述的检测甲胎蛋白或其编码基因的表达情况或表达量的诊断试剂选自(但不限于): In another preferred example, the diagnostic reagents for detecting the expression or expression level of alpha-fetoprotein or its coding gene are selected from (but not limited to):
特异性扩增甲胎蛋白的编码基因的引物;或 Primers that specifically amplify the gene encoding alpha-fetoprotein; or
特异性识别甲胎蛋白的编码基因或其转录本的探针;或 A probe that specifically recognizes the gene encoding alpha-fetoprotein or its transcript; or
特异性抗甲胎蛋白的抗体。 Antibodies specific to alpha-fetoprotein. the
在另一优选例中,所述的特异性扩增甲胎蛋白的编码基因的引物是引物对,核苷酸序列如SEQ ID NO:3和SEQ ID NO:4所示。 In another preferred example, the primers for specifically amplifying the gene encoding alpha-fetoprotein are primer pairs, the nucleotide sequences of which are shown in SEQ ID NO:3 and SEQ ID NO:4. the
在另一优选例中,所述的检测DKK1蛋白或其编码基因的表达情况或表达量的诊断试剂选自(但不限于): In another preferred example, the diagnostic reagent for detecting the expression or expression level of the DKK1 protein or its coding gene is selected from (but not limited to):
特异性扩增DKK1蛋白的编码基因的引物;或 Primers for specifically amplifying the gene encoding the DKK1 protein; or
特异性识别DKK1蛋白的编码基因或其转录本的探针;或 A probe that specifically recognizes the gene encoding the DKK1 protein or its transcript; or
特异性抗DKK1蛋白的抗体。 Antibodies specific to the DKK1 protein. the
在另一优选例中,所述的试剂盒中还包括: In another preference, the kit also includes:
核酸抽提试剂(如核酸抽提液);和/或 Nucleic acid extraction reagents (such as nucleic acid extraction solution); and/or
聚合酶链反应试剂(如dNTP,Taq酶);和/或 Polymerase chain reaction reagents (such as dNTPs, Taq enzymes); and/or
蛋白免疫印迹试剂;和/或 Western blotting reagents; and/or
酶链免疫反应试剂(如显色液或杂交液)。 Enzyme chain immunoreaction reagents (such as chromogenic solution or hybridization solution). the
在本发明的另一方面,提供一种测定甲胎蛋白阴性肝细胞癌的方法,所述方法包括: In another aspect of the present invention, a method for determining alpha-fetoprotein negative hepatocellular carcinoma is provided, the method comprising:
(a)检测待测样品中甲胎蛋白或其编码基因的表达情况或表达量;和 (a) detecting the expression or expression level of alpha-fetoprotein or its coding gene in the sample to be tested; and
(b)检测待测样品中的DKK1蛋白或其编码基因的表达情况或表达量,当甲胎蛋白检测为阴性时,若检测为DKK1阳性,则该待测样品的提供者为肝细胞癌高危。 (b) Detect the expression or expression of DKK1 protein or its coding gene in the sample to be tested. When the alpha-fetoprotein test is negative, if the test is positive for DKK1, the provider of the sample to be tested is at high risk of hepatocellular carcinoma . the
在一个优选例中,使用所述的试剂盒进行测定。 In a preferred example, the assay is performed using the kit. the
本发明的其它方面由于本文的公开内容,对本领域的技术人员而言是显而易见的。 Other aspects of the invention will be apparent to those skilled in the art from the disclosure herein. the
附图说明 Description of drawings
图1.DKK1和AFP在肝组织及相应血清中表达情况的比较分析。 Figure 1. Comparative analysis of the expression of DKK1 and AFP in liver tissue and corresponding serum. the
通过semi-qPCR检测4例正常肝组织(healthy controls,HC)、8例肝硬化组织(liver cirrhosis,LC)和16例肝细胞癌组织(hepatocellular carcinoma,HCC)中DKK1(图A)和AFP(图D)的mRNA表达情况,以及通过qRT-PCR检测DKK1(图B)和AFP(图E)的mRNA表达情况。ELISA检测这28例肝组织相应血清中DKK1(图C)和AFP(图F)的蛋白水平。 DKK1 (Figure A) and AFP (Fig. The mRNA expression of panel D) and the mRNA expression of DKK1 (panel B) and AFP (panel E) detected by qRT-PCR. The protein levels of DKK1 (Figure C) and AFP (Figure F) in the corresponding serum of these 28 liver tissues were detected by ELISA. the
图2.DKK1是否可作为诊断标志物的研究的流程设计。 Figure 2. Flow design of the research on whether DKK1 can be used as a diagnostic marker. the
正常人(healthy controls,HC);慢性乙型肝炎(chronic hepatitis B,CHB);肝硬化(liver cirrhosis,LC);肝细胞癌(hepatocellular carcinoma,HCC);酶联免疫吸附试验(enzyme-linked immunosorbent assay,ELISA);受试者工作特征(receiver operating characteristics,ROC);DKK1:dickkopf-1;AFP: alpha-fetoprotein。 Normal people (healthy controls, HC); chronic hepatitis B (chronic hepatitis B, CHB); liver cirrhosis (liver cirrhosis, LC); hepatocellular carcinoma (hepatocellular carcinoma, HCC); assay, ELISA); receiver operating characteristics (receiver operating characteristics, ROC); DKK1: dickkopf-1; AFP: alpha-fetoprotein. the
图3.测试集和验证集各组中血清DKK1蛋白和血清AFP蛋白的浓度。 Figure 3. Concentrations of serum DKK1 protein and serum AFP protein in each group of test set and validation set. the
图A和C为正常对照组(healthy controls,HC)、慢性乙型肝炎组(chronic hepatitis B,CHB)、肝硬化组(liver cirrhosis,LC)和肝细胞癌组(HCC)中血清DKK1蛋白的浓度。图B和D为血清AFP蛋白在这4组中的浓度,当血清AFP浓度高于1210ng/ml时,其浓度以1210ng/ml计算。*,P<0.001。 Figures A and C are the levels of serum DKK1 protein in the normal control group (healthy controls, HC), chronic hepatitis B group (chronic hepatitis B, CHB), liver cirrhosis group (liver cirrhosis, LC) and hepatocellular carcinoma group (HCC) concentration. Figures B and D are the concentration of serum AFP protein in these 4 groups. When the serum AFP concentration is higher than 1210ng/ml, its concentration is calculated as 1210ng/ml. *, P<0.001. the
图4.血清DKK1诊断肝细胞癌cutoff值的确定。 Figure 4. Determination of serum DKK1 cutoff values for the diagnosis of hepatocellular carcinoma. the
以肝细胞癌(HCC)为病人组,以正常人(healthy controls,HC)、慢性乙型肝炎(chronic hepatitis B,CHB)和肝硬化(liver cirrhosis,LC)患者为对照组制作ROC曲线,确定血清DKK1诊断肝细胞癌的cutoff值、敏感性(sensitivity)、特异性(specificity)和曲线下面积(aera under the curve,AUC)。 Taking hepatocellular carcinoma (HCC) as the patient group, healthy controls (HC), chronic hepatitis B (CHB) and liver cirrhosis (LC) patients as the control group, a ROC curve was made to determine The cutoff value, sensitivity, specificity and area under the curve (AUC) of serum DKK1 in the diagnosis of hepatocellular carcinoma. the
图5.血清DKK1对AFP阴性(≤20ng/ml)肝细胞癌的诊断能力。 Figure 5. The diagnostic ability of serum DKK1 for AFP-negative (≤20ng/ml) hepatocellular carcinoma. the
图A和C为在AFP阴性肝细胞癌(AFP--HCC)和AFP阳性肝细胞癌(AFP+-HCC)中血清DKK1的浓度。图B和D为以AFP阴性肝细胞癌(AFP-negative HCC)为病人组,以正常人(healthy controls,HC)、慢性乙型肝炎(chronic hepatitis B,CHB)和肝硬化(liver cirrhosis,LC)病人为对照组,制作ROC曲线,评价血清DKK1对AFP阴性肝细胞癌的诊断价值。 Panels A and C are serum DKK1 concentrations in AFP-negative hepatocellular carcinoma (AFP − -HCC) and AFP-positive hepatocellular carcinoma (AFP + -HCC). Figures B and D are AFP-negative HCC as the patient group, healthy controls (HC), chronic hepatitis B (CHB) and liver cirrhosis (LC) ) patients as the control group, ROC curve was made to evaluate the diagnostic value of serum DKK1 for AFP-negative hepatocellular carcinoma.
具体实施方式 Detailed ways
本发明人通过分析大量的肝细胞癌样本,从中分析了DKK1和AFP的表达情况,首次发现血清DKK1诊断AFP阴性肝细胞癌具有较高的灵敏度和特异性。因此,DKK1可非常有效地用于诊断AFP阴性肝细胞癌。 The present inventor analyzed the expression of DKK1 and AFP by analyzing a large number of hepatocellular carcinoma samples, and found for the first time that serum DKK1 has higher sensitivity and specificity in diagnosing AFP-negative hepatocellular carcinoma. Therefore, DKK1 can be very effectively used in the diagnosis of AFP-negative hepatocellular carcinoma. the
本发明中,本发明人首先在组织水平平行分析了DKK1和AFP的表达情况,随后设计了大样本多中心队列研究,通过检测测试集队列(包括213例正常人、98例慢性乙型肝炎患者、96例肝硬化患者和424例肝细胞癌患者(其中179例为AFP阴性))血清中的DKK1蛋白浓度,在国内外首次发现血清DKK1诊断AFP阴性肝细胞癌具有较高的灵敏度和特异性,并在验证集(包括99例正常人、73例慢性乙型肝炎患者、72例肝硬化患者和209例肝细胞癌患者(其中69例为 AFP阴性))中验证了血清DKK1对AFP阴性肝细胞癌的诊断价值。 In the present invention, the inventor first analyzed the expression of DKK1 and AFP in parallel at the tissue level, then designed a large-scale multi-center cohort study, and tested the test set cohort (including 213 normal people and 98 chronic hepatitis B patients). , 96 patients with liver cirrhosis and 424 patients with hepatocellular carcinoma (179 of which were AFP-negative)) serum DKK1 protein concentration, the first discovery at home and abroad that serum DKK1 has high sensitivity and specificity in diagnosing AFP-negative hepatocellular carcinoma , and in the validation set (including 99 normal subjects, 73 patients with chronic hepatitis B, 72 patients with liver cirrhosis and 209 patients with hepatocellular carcinoma (69 of which were AFP-negative)), the effect of serum DKK1 on AFP-negative liver Diagnostic value of cell carcinoma. the
如本文所用,“AFP阴性肝细胞癌”是指一种适应症,其是一种肝细胞癌,但其AFP基本上不表达或血清AFP低于20ng/ml。AFP是当前应用最广泛的肝细胞癌标志物,根据现有技术,当AFP界值为20ng/mL时,AFP诊断肝细胞癌的灵敏度仅为55-60%,产生约40%的假阴性率。这部分AFP阴性肝细胞癌病人在临床上难以诊断,难以评估其治疗效果和疾病进程。 As used herein, "AFP-negative hepatocellular carcinoma" refers to an indication, which is a hepatocellular carcinoma, but AFP is substantially absent or serum AFP is lower than 20 ng/ml. AFP is currently the most widely used marker of hepatocellular carcinoma. According to the existing technology, when the cut-off value of AFP is 20ng/mL, the sensitivity of AFP in diagnosing hepatocellular carcinoma is only 55-60%, resulting in a false negative rate of about 40%. . This part of AFP-negative HCC patients is difficult to diagnose clinically, and it is difficult to evaluate its treatment effect and disease process. the
目前临床上,肝癌主要分为以下几类:(1)肝细胞癌,起源于肝细胞的恶性肿瘤;(2)胆管癌,起源于肝内外胆管上皮细胞的恶性肿瘤,约占原发性肝癌的20%,近年来发病率逐年升高;(3)混合性原发性肝癌,同一肝癌肿块内,肝细胞癌与胆管细胞癌并行;(4)肝血管瘤,较为常见的肝脏良性肿瘤,占肝良性肿瘤的5-20%;(5)肝腺瘤:在肝脏良性肿瘤中,其发病率仅次于肝血管瘤,发病机理可能与性内分泌紊乱有关,主要发于女性;(6)肝脏局灶性结节性增生,肝脏良性病变,发病原因暂不清;(7)肝类癌,恶性肿瘤原发性肝类癌较少见,继发性肝类癌主要有消化道等脏器的类癌转移所致,较常见;(8)肝母细胞瘤:一种具有多种分化方式的恶性胚胎性肿瘤,是儿童中最常见的肝肿瘤;(9)转移性肝癌:原发灶在身体其它部位,转移至肝生长的恶性肿瘤。 At present, liver cancer is mainly divided into the following categories: (1) hepatocellular carcinoma, a malignant tumor originating from liver cells; (2) cholangiocarcinoma, a malignant tumor originating from intrahepatic and extrahepatic bile duct epithelial cells, accounting for about (3) mixed primary liver cancer, hepatocellular carcinoma and cholangiocarcinoma in the same liver cancer mass; (4) hepatic hemangioma, a relatively common benign liver tumor, It accounts for 5-20% of benign liver tumors; (5) Hepatic adenoma: in benign liver tumors, its incidence is second only to hepatic hemangioma, and its pathogenesis may be related to sexual endocrine disorders, mainly occurring in women; (6) Focal nodular hyperplasia of the liver, benign liver lesions, the etiology is unclear; (7) liver carcinoid, malignant tumor primary liver carcinoid is rare, secondary liver carcinoid mainly occurs in the digestive tract and other organs (8) Hepatoblastoma: a malignant embryonal tumor with multiple differentiation patterns, which is the most common liver tumor in children; (9) Metastatic liver cancer: primary A malignant tumor that has metastasized to grow in the liver in other parts of the body. the
此外,还有慢性肝病(例如肝炎、肝硬化)也表现为肝部不适,易于被诊断为肝癌。根据以上肝癌以及肝病的特点可知,在临床上肝癌存在复杂性,如何进行区分认定、提高临床诊断准确性是人们亟待解决的问题,临床上非常需要能够准确诊断肝细胞癌(特别是常规难以准确诊断的AFP阴性肝细胞癌、早期肝细胞癌或小肝细胞癌)的标志物。而AFP尽管已经被作为一种经典的肝癌标志物,但其却不能够完全解决临床上准确细分、诊断的难题,误诊率居高不下。而DKK1这一标志物,尽管本发明人在先已经将之与癌症相关联,然而其是否可以对肝癌的类型进行细分是以往的研究中未知的。 In addition, there are chronic liver diseases (such as hepatitis and cirrhosis) that also manifest as liver discomfort, which is easy to be diagnosed as liver cancer. According to the characteristics of liver cancer and liver diseases above, it can be known that liver cancer is complicated clinically. How to differentiate and identify it and improve the accuracy of clinical diagnosis is an urgent problem to be solved. It is very necessary to be able to accurately diagnose hepatocellular carcinoma (especially the conventional method is difficult to accurately diagnose) markers for diagnosis of AFP-negative hepatocellular carcinoma, early-stage hepatocellular carcinoma, or small hepatocellular carcinoma). Although AFP has been used as a classic liver cancer marker, it cannot completely solve the problem of accurate subdivision and diagnosis in clinical practice, and the misdiagnosis rate remains high. As for the DKK1 marker, although the inventors have previously associated it with cancer, whether it can subdivide the types of liver cancer is unknown in previous studies. the
在本发明中,术语“DKK1蛋白”的氨基酸序列与GenBank登录号AAQ89364提供的蛋白序列基本上相同,也包括DKK1蛋白的同源蛋白。“DKK1蛋白的编码基因”的核苷酸序列与GenBank登录号NM_012242.2提供的核苷酸序列基本上相同或其简并的变异体,也包括DKK1基因的同源基因。 术语“AFP蛋白”的氨基酸序列与GenBank登录号AAH27881.1提供的蛋白序列基本上相同。“AFP蛋白的编码基因”的核苷酸序列与GenBank登录号NM_001134.1提供的核苷酸序列基本上相同或其简并的变异体。 In the present invention, the amino acid sequence of the term "DKK1 protein" is substantially the same as the protein sequence provided by GenBank accession number AAQ89364, and also includes homologous proteins of DKK1 protein. The nucleotide sequence of the "gene encoding DKK1 protein" is substantially the same as the nucleotide sequence provided by GenBank Accession No. NM_012242.2 or its degenerate variants, including homologous genes of the DKK1 gene. The amino acid sequence of the term "AFP protein" is substantially identical to the protein sequence provided by GenBank Accession No. AAH27881.1. The nucleotide sequence of the "gene encoding AFP protein" is substantially identical to the nucleotide sequence provided by GenBank accession number NM_001134.1 or a degenerate variant thereof. the
基于本发明人的新发现,可以以DKK1蛋白或其编码基因作为测定肝细胞癌、特别是AFP阴性肝细胞癌的标志物(标记物)。通过分析待测样品(样本)中DKK1蛋白或其编码基因的表达情况,从而得知受试者的患病状况,为疾病的诊断或预后提供依据。所述的待测样品或待测样本是患者的体液,较佳地是血清。 Based on the new findings of the present inventors, the DKK1 protein or its coding gene can be used as a marker (marker) for determining hepatocellular carcinoma, especially AFP-negative hepatocellular carcinoma. By analyzing the expression of the DKK1 protein or its coding gene in the test sample (sample), the disease status of the subject can be known, and the basis for the diagnosis or prognosis of the disease can be provided. The sample to be tested or the sample to be tested is the patient's body fluid, preferably serum. the
可采用各种技术来检测DKK1的表达情况,这些技术均包含在本发明中。检测核酸可用的已有技术如(但不限于):基因芯片技术、探针杂交技术、聚合酶链反应(PCR)、Northern Blot等方法。检测蛋白可借助于质谱分析仪器等,或可通过Western Blot或ELISA等方法。 Various techniques can be used to detect the expression of DKK1, and these techniques are all included in the present invention. Existing technologies available for detection of nucleic acid such as (but not limited to): gene chip technology, probe hybridization technology, polymerase chain reaction (PCR), Northern Blot and other methods. The protein can be detected by means of a mass spectrometer, or by methods such as Western Blot or ELISA. the
作为本发明的一种选择方式,通过定量或半定量的聚合酶链反应(PCR)法来分析样品中DKK1基因的表达情况以及表达量,从而可做出判断。较佳地,通过实时定量Realtime-PCR实现检测。 As an option of the present invention, quantitative or semi-quantitative polymerase chain reaction (PCR) method is used to analyze the expression and expression level of DKK1 gene in the sample, so as to make a judgment. Preferably, detection is achieved by real-time quantitative Realtime-PCR. the
基于本发明的新发现,本发明还提供了特异性识别DKK1蛋白或其编码基因的试剂。任何可识别DKK1蛋白或其编码基因的试剂均包含在本发明中,用作检测AFP阴性肝细胞癌的标志物。所述的特异性识别DKK1蛋白或其编码基因的试剂例如是:特异性扩增DKK1蛋白的编码基因的引物;或特异性识别DKK1蛋白的编码基因或其转录本的探针;或特异性抗DKK1蛋白的抗体。 Based on the new discovery of the present invention, the present invention also provides a reagent for specifically recognizing the DKK1 protein or its coding gene. Any reagent that can recognize DKK1 protein or its coding gene is included in the present invention and used as a marker for detecting AFP-negative hepatocellular carcinoma. The reagents for specifically recognizing the DKK1 protein or its coding gene are, for example: primers for specifically amplifying the coding gene of the DKK1 protein; or probes for specifically recognizing the coding gene of the DKK1 protein or its transcript; or specific anti- Antibody to DKK1 protein. the
本发明还提供了一种特异性识别DKK1蛋白或其编码基因的试剂的用途,用于检测AFP阴性肝细胞癌或AFP阴性肝细胞癌高危人群。 The present invention also provides the use of a reagent for specifically recognizing DKK1 protein or its coding gene for detecting AFP-negative hepatocellular carcinoma or high-risk population of AFP-negative hepatocellular carcinoma. the
作为本发明的一种实施方式,所述的试剂是抗DKK1的抗体;更特别的例如是单克隆抗体或多克隆抗体。 As an embodiment of the present invention, the reagent is an anti-DKK1 antibody; more specifically, it is a monoclonal antibody or a polyclonal antibody. the
本发明的抗体可以通过本领域内技术人员已知的各种技术进行制备。例如,纯化的抗原可被施用于动物以诱导多克隆抗体的产生,所述的动物如家兔,小鼠,大鼠等。多种佐剂可用于增强免疫反应,包括但不限于弗氏佐剂等。 Antibodies of the present invention can be prepared by various techniques known to those skilled in the art. For example, purified antigen can be administered to animals such as rabbits, mice, rats, etc. to induce polyclonal antibody production. Various adjuvants can be used to enhance the immune response, including but not limited to Freund's adjuvant and the like. the
本发明的抗体也可以是单克隆抗体。此类单克隆抗体可以利用杂交瘤技术来制备。 Antibodies of the invention may also be monoclonal antibodies. Such monoclonal antibodies can be prepared using hybridoma technology. the
所述的抗体可用于免疫化学技术中,检测标本中的DKK1水平,从而用于诊断AFP阴性肝细胞癌或判断患病风险(易感性)。 The antibody can be used in immunochemical techniques to detect the DKK1 level in the specimen, so as to diagnose AFP-negative hepatocellular carcinoma or judge the risk (susceptibility) of the disease. the
作为本发明的另一种实施方式,所述的试剂是特异性扩增DKK1基因的引物,在得知了DKK1的核苷酸序列后,人们易于基于此设计出引物。作为本发明的更优选方式,所述的引物是引物对,具有SEQ ID NO:1和SEQ ID NO:2所示的核苷酸序列。所述的引物对能够扩增获得合适长度的扩增产物,检测的特异性良好。 As another embodiment of the present invention, the reagent is a primer for specifically amplifying the DKK1 gene. After the nucleotide sequence of DKK1 is known, people can easily design primers based on it. As a more preferred mode of the present invention, the primers are a pair of primers having the nucleotide sequences shown in SEQ ID NO:1 and SEQ ID NO:2. The primer pair can amplify to obtain an amplified product with a suitable length, and the detection specificity is good. the
也可利用基因芯片技术来进行DKK1的检测。在得知了DKK1的核苷酸序列后,人们易于基于此设计出探针。例如,如果固相载体采用的是修饰玻片或硅片,探针的5’端含有氨基修饰的聚dT串,可将寡核苷酸探针配制成溶液,然后点样仪将其点在修饰玻片或硅片,排列成预定的序列或阵列,然后通过放置过夜来固定,就可得到本发明的基因芯片。如果寡核苷酸探针不含氨基修饰,则其制备方法也可参照现有公知技术。 Gene chip technology can also be used to detect DKK1. After knowing the nucleotide sequence of DKK1, people can easily design probes based on it. For example, if the solid phase carrier is a modified glass slide or a silicon wafer, and the 5' end of the probe contains amino-modified poly dT strings, the oligonucleotide probe can be formulated into a solution, and then the spotting instrument will spot it on The gene chip of the present invention can be obtained by modifying glass slides or silicon slices, arranging them into a predetermined sequence or array, and then fixing them by placing them overnight. If the oligonucleotide probe does not contain amino modification, its preparation method can also refer to the prior art. the
利用所述的抗体、探针或引物,可以检测体液中DKK1的水平,因而可用于检测AFP阴性肝细胞癌,可用于预测早期AFP阴性肝细胞癌的发生,或者用于制备检测AFP阴性肝细胞癌的制剂或试剂盒等,用于制备预测早期AFP阴性肝细胞癌的发生的制剂或试剂盒等。 The level of DKK1 in body fluid can be detected by using the antibodies, probes or primers, so it can be used to detect AFP-negative hepatocellular carcinoma, can be used to predict the occurrence of early AFP-negative hepatocellular carcinoma, or can be used to prepare and detect AFP-negative hepatocellular carcinoma Preparations or kits for cancer, etc., used to prepare preparations or kits for predicting the occurrence of early AFP-negative hepatocellular carcinoma. the
本发明还提供了用于诊断AFP阴性肝细胞癌的试剂盒,该试剂盒包括:特异性识别DKK1蛋白或其编码基因的试剂。更佳地,所述的试剂盒还包括:特异性识别AFP蛋白或其编码基因的试剂;从而可通过先检测待测样品中AFP的表达情况来确定AFP阴性的样品;进一步地检测DKK1的表达情况;这种检测手段将使得肝细胞癌的检测更为准确、可极大地减少误诊漏诊。所述的试剂例如是:所述的特异性识别DKK1蛋白或其编码基因的试剂例如是:特异性扩增DKK1蛋白的编码基因的引物;或特异性识别DKK1蛋白的编码基因或其转录本的探针;或特异性抗DKK1蛋白的抗体(单克隆抗体或多克隆抗体)。所述的特异性识别AFP蛋白或其编码基因的试剂例如是:特异性扩增AFP蛋白的编码基因的引物;或特异性识别AFP蛋白的编码基因或其转录本的探针;或特异性抗AFP蛋白的抗体(单克隆抗体或多克隆抗体)。 The present invention also provides a kit for diagnosing AFP-negative hepatocellular carcinoma, which includes: a reagent for specifically recognizing DKK1 protein or its coding gene. More preferably, the kit also includes: a reagent that specifically recognizes the AFP protein or its coding gene; thereby the AFP-negative sample can be determined by first detecting the expression of AFP in the sample to be tested; further detecting the expression of DKK1 The situation; this detection method will make the detection of hepatocellular carcinoma more accurate, and can greatly reduce misdiagnosis and missed diagnosis. The reagents are, for example: the reagents that specifically recognize the DKK1 protein or its encoding gene are, for example: primers that specifically amplify the encoding gene of the DKK1 protein; or primers that specifically recognize the encoding gene of the DKK1 protein or its transcript Probe; or specific anti-DKK1 protein antibody (monoclonal antibody or polyclonal antibody). The reagent of described specific recognition AFP protein or its encoding gene is for example: the primer of the encoding gene of specific amplification AFP protein; Or the probe of the encoding gene of specific recognition AFP protein or its transcript; Or specific anti Antibodies (monoclonal or polyclonal) to AFP protein. the
所述的试剂盒中还可含有:核酸抽提试剂(如核酸抽提液);和/或聚合酶链反应试剂(如dNTP,Taq酶);和/或蛋白免疫印迹试剂;和/或酶链免疫反应 试剂(如显色液或杂交液)。 The kit can also contain: nucleic acid extraction reagents (such as nucleic acid extraction solution); and/or polymerase chain reaction reagents (such as dNTP, Taq enzyme); and/or western blotting reagents; and/or enzyme Chain immunoreaction reagents (such as chromogenic solution or hybridization solution). the
作为一种优选方式,所述的试剂盒中还可含有:用于免疫化学分析的试剂,所述的试剂例如:第二抗体、染色剂、显色剂等。此外,所述的试剂盒中还可包括使用说明书等。更具体地,所述的试剂盒可以是一种基于酶联免疫反应(ELISA)技术的试剂盒,用于检测AFP阴性肝细胞癌或预测早期AFP阴性肝细胞癌的发生。ELISA技术以及基于该技术的检测试剂对于本领域的技术人员来说是显而易见的。 As a preferred manner, the kit may also contain: reagents for immunochemical analysis, such as: secondary antibodies, staining agents, chromogenic reagents, and the like. In addition, the kit may also include instructions for use and the like. More specifically, the kit can be an enzyme-linked immunoassay (ELISA)-based kit for detecting AFP-negative hepatocellular carcinoma or predicting the occurrence of early AFP-negative hepatocellular carcinoma. ELISA techniques and detection reagents based on this technique will be apparent to those skilled in the art. the
作为另一种优选方式,所述的试剂盒中还可含有:(A)各种PCR反应用试剂,例如但不限于:Taq酶,PCR缓冲液,dNTP,DNA聚合酶等;或(B)各种提取DNA或RNA(即制备PCR反应模板)所需的试剂,例如但不限于:酚、氯仿、异戊醇、NaCl等;或(C)提取DNA或RNA的试剂盒。 As another preferred mode, the kit may also contain: (A) various reagents for PCR reactions, such as but not limited to: Taq enzyme, PCR buffer, dNTP, DNA polymerase, etc.; or (B) Various reagents required for extracting DNA or RNA (ie preparing PCR reaction template), such as but not limited to: phenol, chloroform, isoamyl alcohol, NaCl, etc.; or (C) kits for extracting DNA or RNA. the
所述的特异性识别DKK1蛋白或其编码基因的试剂、或特异性识别AFP1蛋白或其编码基因的试剂也可固定于试纸上,制备成免疫胶体金试纸或类似检测材料。 The reagents for specifically recognizing DKK1 protein or its coding gene, or the reagents for specifically recognizing AFP1 protein or its coding gene can also be immobilized on test paper to prepare immunocolloidal gold test paper or similar detection materials. the
此外,所述的试剂盒中还可含有本发明的试剂盒的使用说明书和/或标准操作程序。 In addition, the kit may also contain instructions for use and/or standard operating procedures of the kit of the present invention. the
下面结合具体实施例,进一步阐述本发明。应理解,这些实施例仅用于说明本发明而不用于限制本发明的范围。下列实施例中未注明具体条件的实验方法,通常按照常规条件如J.萨姆布鲁克等编著,分子克隆实验指南,科学出版社,2002中所述的条件,或按照制造厂商所建议的条件。 Below in conjunction with specific embodiment, further illustrate the present invention. It should be understood that these examples are only used to illustrate the present invention and are not intended to limit the scope of the present invention. For the experimental methods that do not indicate specific conditions in the following examples, usually according to the conditions described in J. Sambrook et al., Molecular Cloning Experiment Guide, Science Press, 2002, or according to the conditions suggested by the manufacturer . the
I、材料和方法 I. Materials and methods
1、肝组织标本及相应血清收集 1. Liver tissue samples and corresponding serum collection
肝组织标本共28例,其中正常人肝组织4例,来自复旦大学肝癌研究所肝外科肝移植捐赠者;肝硬化患者肝组织8例,来自苏州大学第一附属医院感染科肝硬化活检患者;肝细胞癌患者肝癌组织16例(其中8例患者血清AFP≤20ng/ml,8例AFP>20ng/ml),来自复旦大学肝癌研究所肝外科肝癌手术切除患者。并同时收集其相应血清28例。 A total of 28 liver tissue samples were collected, including 4 normal human liver tissues from liver transplantation donors in the Liver Surgery Department of the Liver Cancer Institute of Fudan University; 8 liver tissue samples from patients with liver cirrhosis, from liver cirrhosis biopsy patients from the Department of Infectious Diseases, First Affiliated Hospital of Soochow University; 16 liver cancer tissues from patients with hepatocellular carcinoma (including 8 patients with serum AFP≤20ng/ml, and 8 patients with AFP>20ng/ml), were obtained from patients with hepatic resection in the Liver Surgery Department of the Liver Cancer Institute of Fudan University. At the same time, the corresponding serum of 28 cases was collected. the
2、RNA抽提 2. RNA extraction
用Trizol试剂抽提细胞总RNA,加入Trizol后充分吹打至不粘稠,按每毫升Trizol加200μl氯仿,剧烈振荡15秒后室温静置5min;4℃,10,000rpm高速离心15min;小心将无色上层水相移入一新的RNase-Free的离心管中,按每毫升Trizol体积加500μl异丙醇,室温静置10min,4℃,10,000rpm离心10min;弃上清,75%酒精(按每毫升Trizol至少用1ml75%酒精)洗涤,4℃,8,000rpm离心10min,弃上清;室温干燥RNA沉淀5-10min(勿使RNA完全干燥),用RNase-Free的H2O于55-60℃溶解10min,立即至于冰上。分光光度计法定量并检测纯度,取少量总RNA进行甲醛变性电泳,检查RNA完整性。 Extract the total cellular RNA with Trizol reagent, add Trizol and pipette until it is not viscous, add 200 μl chloroform per ml Trizol, shake vigorously for 15 seconds, then let stand at room temperature for 5 minutes; centrifuge at 10,000 rpm at 4°C for 15 minutes at high speed; Transfer the upper aqueous phase into a new RNase-Free centrifuge tube, add 500 μl isopropanol according to the volume of Trizol per milliliter, let stand at room temperature for 10 minutes, centrifuge at 10,000 rpm for 10 minutes at 4°C; Wash Trizol with at least 1ml of 75% alcohol), centrifuge at 8,000rpm at 4°C for 10min, discard the supernatant; dry the RNA pellet at room temperature for 5-10min (do not dry the RNA completely), and dissolve with RNase-Free H 2 O at 55-60°C 10min, immediately put on ice. The spectrophotometer method was used to quantify and detect the purity, and a small amount of total RNA was taken for formaldehyde denaturation electrophoresis to check the integrity of the RNA.
3、逆转录 3. Reverse transcription
逆转录反应体系:按20μl反应体积、细胞总RNA 1μg量(表1)进行。 Reverse transcription reaction system: 20 μl reaction volume, 1 μg total cellular RNA (Table 1). the
表1、逆转录反应体系 Table 1. Reverse transcription reaction system
反应条件:37℃45min(反转录反应),85℃5sec(反转录酶的失活反应),4℃保存。可加入ddH2O稀释40倍备用。 Reaction conditions: 37°C for 45min (reverse transcription reaction), 85°C for 5sec (reverse transcriptase inactivation reaction), and store at 4°C. Add ddH 2 O to dilute 40 times for later use.
4、半定量PCR 4. Semi-quantitative PCR
以稀释后的cDNA模板进行半定量PCR扩增,PCR反应体系如表2。 The diluted cDNA template was used for semi-quantitative PCR amplification. The PCR reaction system is shown in Table 2. the
表2.半定量PCR反应体系 Table 2. Semi-quantitative PCR reaction system
反应条件:94℃5min;94℃30sec,57℃30sec,72℃30sec,32循环(DKK1和AFP),28循环(ACTB);72℃5min;4℃保存。2%琼脂糖凝胶电泳验证PCR产物。以ACTB(β-actin)作为内参 Reaction conditions: 94°C for 5 min; 94°C for 30 sec, 57°C for 30 sec, 72°C for 30 sec, 32 cycles (DKK1 and AFP), 28 cycles (ACTB); 72°C for 5 min; 4°C storage. The PCR products were verified by 2% agarose gel electrophoresis. With ACTB (β-actin) as internal reference
引物序列为: The primer sequence is:
DKK1(GenBank NM_012242.2): DKK1 (GenBank NM_012242.2):
正向:5’-GACCCAGGCTTGCAAAGTGAC-3’(SEQ ID NO:1), Forward: 5'-GACCCAGGCTTGCAAAGTGAC-3'(SEQ ID NO:1),
反向:5’-CGCTACCATCGCGACAAAGA-3’(SEQ ID NO:2); Reverse: 5'-CGCTACCATCGCGACAAAGA-3'(SEQ ID NO:2);
AFP(GenBank NM_001134.1): AFP (GenBank NM_001134.1):
正向:5’-TGGGACCCGAACTTTCCAAG-3’(SEQ ID NO:3), Forward: 5'-TGGGACCCGAACTTTCCAAG-3'(SEQ ID NO:3),
反向:5’-CCTGCAGACAATCCAGCACAT-3’(SEQ ID NO:4); Reverse: 5'-CCTGCAGACAATCCAGCACAT-3'(SEQ ID NO:4);
ACTB(GenBank NM_001101.3): ACTB (GenBank NM_001101.3):
正向:5’-TTGTTACAGGAAGTCCCTTGCC-3’(SEQ ID NO:5), Forward: 5'-TTGTTACAGGAAGTCCCTTGCC-3'(SEQ ID NO:5),
反向:5’-ATGCTATCACCTCCCCTGTGTG-3’(SEQ ID NO:6)。 Reverse: 5'-ATGCTATCACCCTCCCCTGTGTG-3' (SEQ ID NO: 6). the
5、实时荧光定量PCR 5. Real-time fluorescent quantitative PCR
实时荧光定量PCR反应体系如表3。 The real-time fluorescent quantitative PCR reaction system is shown in Table 3. the
表3.实时荧光定量PCR反应体系 Table 3. Real-time fluorescent quantitative PCR reaction system
PCR反应按ABI 7300仪器推荐条件,用两步法PCR扩增程序进行:阶段1:95℃30sec;阶段2:95℃5sec,60℃31sec,40循环;Dissociation Stage。数据分析由ABI 7300系统软件自动完成,以PCR循环数对ΔRn作扩增曲线来 确定Ct值(达到阈值所需循环数)。目的基因相对表达量以ACTB作为内参校正后按以下公式计算:2-ΔΔCt(ΔCt=Ct(目的基因)-Ct(β-actin))。引物序列同前。 The PCR reaction was carried out according to the recommended conditions of the ABI 7300 instrument, using a two-step PCR amplification program: stage 1: 95°C for 30 sec; stage 2: 95°C for 5 sec, 60°C for 31 sec, 40 cycles; Dissociation Stage. Data analysis is automatically completed by ABI 7300 system software, and the Ct value (number of cycles required to reach the threshold value) is determined by making an amplification curve with the number of PCR cycles versus ΔRn. The relative expression of the target gene was corrected with ACTB as the internal reference and calculated according to the following formula: 2 -ΔΔCt (ΔCt=Ct(target gene)-Ct(β-actin)). The primer sequences are the same as before.
6、ELISA 6. ELISA
(1)ELISA检测血清DKK1浓度 (1) ELISA detection of serum DKK1 concentration
DKK1 ELISA检测方法按照R&D公司(货号DY1906)说明书操作,步骤简要如下:100μl鼠抗人单克隆包被抗体(4μg/ml)包被ELISA板,室温过夜;次日,用含1%BSA的PBS溶液于37℃封闭1.5h;加入梯度稀释的标准品(最高浓度4ng/ml,共7个稀释度)和用含10%小牛血清的PBS稀释的血清(100μl/孔),37℃孵育1.5h;然后加入生物素标记的兔抗人DKK1多克隆检测抗体(50ng/ml),37℃孵育1.5h;再加入链亲和素(streptavidin)偶联的IgG-HRP,37℃孵育20min;最后加入底物过氧化氢(H2O2)和3,3,5,5-四甲基联苯胺(Tetramethyl benzidine,TMB),室温20min;1M硫酸终止反应,并于酶标仪测定450nm吸收波长和570nm参考波长。每步之间用含5‰Tween-20的PBS溶液洗三遍并拍干。以四参数回归法拟合标准曲线并计算DKK1浓度。 The DKK1 ELISA detection method was operated according to the instructions of R&D Company (Product No. DY1906), and the steps were as follows: 100 μl mouse anti-human monoclonal coating antibody (4 μg/ml) coated the ELISA plate, and left at room temperature overnight; the next day, use PBS containing 1% BSA The solution was blocked at 37°C for 1.5h; add serially diluted standards (the highest concentration was 4ng/ml, a total of 7 dilutions) and serum (100μl/well) diluted with PBS containing 10% calf serum, and incubated at 37°C for 1.5 h; then add biotin-labeled rabbit anti-human DKK1 polyclonal detection antibody (50ng/ml), and incubate at 37°C for 1.5h; then add streptavidin-coupled IgG-HRP, and incubate at 37°C for 20min; finally Add substrate hydrogen peroxide (H 2 O 2 ) and 3,3,5,5-tetramethyl benzidine (Tetramethyl benzidine, TMB), room temperature for 20min; 1M sulfuric acid to stop the reaction, and measure the absorption wavelength at 450nm with a microplate reader and 570nm reference wavelength. Wash three times with PBS solution containing 5‰ Tween-20 and pat dry between each step. The standard curve was fitted by a four-parameter regression method and the concentration of DKK1 was calculated.
(2)ELISA检测血清AFP浓度 (2) ELISA detection of serum AFP concentration
AFP ELISA检测血清方法按照上海科华生物工程有限公司AFP试剂盒说明书操作,简要步骤如下:加入标准品和血清样本(50μl/孔)于预包被板中,37℃孵育20min;加入过氧化物酶偶联的检测抗体(50μl/孔),37℃孵育20min;加入底物过氧化氢(H2O2)和3,3,5,5-四甲基联苯胺(TMB),室温10min;1M硫酸终止反应,并于酶标仪测定450nm吸收波长和570nm参考波长。每步之间用含5‰Tween-20的PBS溶液洗三遍并拍干。拟合标准曲线并计算血清AFP浓度。 The method of AFP ELISA detection of serum is operated according to the instructions of the AFP kit of Shanghai Kehua Bioengineering Co., Ltd. The brief steps are as follows: add standard and serum samples (50μl/well) to the pre-coated plate, incubate at 37°C for 20min; add peroxide Enzyme-coupled detection antibody (50 μl/well), incubate at 37°C for 20 minutes; add substrates hydrogen peroxide (H 2 O 2 ) and 3,3,5,5-tetramethylbenzidine (TMB), room temperature for 10 minutes; 1M sulfuric acid was used to terminate the reaction, and the absorption wavelength of 450nm and the reference wavelength of 570nm were measured on a microplate reader. Wash three times with PBS solution containing 5‰ Tween-20 and pat dry between each step. A standard curve was fitted and serum AFP concentrations were calculated.
7、血清标本收集 7. Collection of serum samples
(1)血清标本 (1) Serum samples
测试集血清标本共831例,其中213例正常人(healthy controls,HC)血清、98例慢性肝炎患者(chronic hepatitis B,CHB)血清和96肝硬化患者(liver cirrhosis,LC)血清来自苏州大学第一附属医院感染科,424例肝细胞癌患者血清来自复旦大学附属中山医院肝外科;验证集血清标本共453例,包括99例正常人血清、73例慢性肝炎患者血清和72例肝硬化患者、209例肝细胞癌患 者血清,均来自第二军医大学附属东方肝胆外科医院。血清在临床诊断时即收取,收取时间自2008年10月至2011年6月。血清收集于促凝管内,2,000-3,000rpm离心18-20min,吸取上清于离心管中,-80℃分装保存。两组队列肝细胞癌患者、肝炎患者、肝硬化患者临床病理特征如表4-6所示。 The test set contains 831 serum samples, including 213 healthy controls (HC) serum, 98 chronic hepatitis B (CHB) serum and 96 liver cirrhosis (LC) serum from Soochow University. Infectious Diseases Department of an affiliated hospital, 424 cases of hepatocellular carcinoma patients’ serum were obtained from the Liver Surgery Department of Zhongshan Hospital Affiliated to Fudan University; a total of 453 cases of serum samples were collected in the validation set, including 99 cases of normal human serum, 73 cases of chronic hepatitis patients’ serum and 72 cases of liver cirrhosis patients, Sera from 209 patients with hepatocellular carcinoma were obtained from the Dongfang Hepatobiliary Surgery Hospital Affiliated to the Second Military Medical University. Serum was collected at the time of clinical diagnosis, from October 2008 to June 2011. Serum was collected in coagulation-promoting tubes, centrifuged at 2,000-3,000rpm for 18-20min, the supernatant was drawn into centrifuge tubes, and stored at -80°C. The clinicopathological characteristics of patients with hepatocellular carcinoma, hepatitis and liver cirrhosis in the two cohorts are shown in Table 4-6. the
(2)入选标准 (2) Inclusion criteria
正常人血清为自愿献血者血清,肝功能正常、无肝病史、无其它恶性疾病。慢性肝炎确诊标准按照慢性乙型肝炎诊疗指南(Lok AS,McMahon BJ.Chronic hepatitis B:update 2009.Hepatology 2009;50:661-2)。肝硬化诊断标准参照《实用内科学》第12版(陈灏珠主编),包括影像学诊断、临床指标检测、病理确诊等。肝细胞癌诊断标准按照AASLD (American Association for the Study of Liver Diseases)方针进行(Bruix J,Sherman M.Management of hepatocellular carcinoma.Hepatology 2005;42:1208-36),包括影像学诊断、临床指标检测、病理确诊等。 Normal human serum is the serum of voluntary blood donors, with normal liver function, no history of liver disease, and no other malignant diseases. Chronic hepatitis was diagnosed according to the guidelines for the diagnosis and treatment of chronic hepatitis B (Lok AS, McMahon BJ. Chronic hepatitis B: update 2009. Hepatology 2009; 50: 661-2). The diagnostic criteria of liver cirrhosis refer to the 12th edition of "Practical Internal Medicine" (edited by Chen Haozhu), including imaging diagnosis, clinical index detection, pathological diagnosis, etc. The diagnostic criteria for hepatocellular carcinoma are carried out according to the AASLD (American Association for the Study of Liver Diseases) guidelines (Bruix J, Sherman M. Management of hepatocellular carcinoma. Hepatology 2005;42:1208-36), including imaging diagnosis, clinical index detection, Pathological diagnosis, etc. the
(3)各项临床指标的确定 (3) Determination of various clinical indicators
(a)AFP阳性:以放射免疫法或酶免疫法检测血清AFP含量,以大于20ng/ml为阳性,小于20ng/ml为阴性。 (a) AFP positive: The serum AFP content is detected by radioimmunoassay or enzyme immunoassay, and if it is greater than 20ng/ml, it is positive, and if it is less than 20ng/ml, it is negative. the
肝功能分级标准按照Child-Pugh分级方法(Van Deusen MA,Abdalla EK,Vauthey JN,Roh MS.Staging classifications for hepatocellular carcinoma.Expert Rev Mol Diagn 2005;5:377-83)。 Liver function grading was based on the Child-Pugh grading method (Van Deusen MA, Abdalla EK, Vauthey JN, Roh MS. Staging classifications for hepatocellular carcinoma. Expert Rev Mol Diagn 2005;5:377-83). the
(b)肿瘤分期按照Barcelona Clinic Cancer(BCLC)分级标准(Llovet JM,Di Bisceglie AM,Bruix J,et al.Design and endpoints of clinical trials in hepatocellular carcinoma.J Natl Cancer Inst 2008;100:698-711)。BCLC stage 0+A为早期,BCLC stage B+C+D为晚期。
(b) Tumor staging is based on Barcelona Clinic Cancer (BCLC) grading standards (Llovet JM, Di Bisceglie AM, Bruix J, et al.Design and endpoints of clinical trials in hepatocellular carcinoma.J Natl Cancer Inst 2008;100:698-711) .
(c)肿瘤分化程度根据各个病例的组织标本诊断和复诊结果,并参照Edmondson标准(Wittekind C.[Pitfalls in the classification of liver tumors].Pathologe 2006;27:289-93),Edmondson Ⅰ-Ⅱ级为分化好,Ⅲ-Ⅳ级为分化差。 (c) The degree of tumor differentiation is diagnosed according to the tissue samples of each case and the results of follow-up visits, and according to the Edmondson criteria (Wittekind C.[Pitfalls in the classification of liver tumors]. Pathologe 2006;27:289-93), Edmondson Ⅰ-Ⅱ For well-differentiated, Ⅲ-Ⅳ grades for poorly differentiated. the
(d)癌栓根据对各个病例的组织病理切片进行复诊,有镜下癌栓者为镜下癌栓,术前CT/MRI提示有门静脉癌栓且在术中得到证实者为肉眼癌栓,两者皆有为癌栓阳性组,其余诊断为癌栓阴性。 (d) Tumor thrombus will be revisited based on the histopathological sections of each case. Microscopic tumor thrombus is microscopic tumor thrombus. Preoperative CT/MRI suggests portal vein tumor thrombus and is confirmed during operation as macroscopic tumor thrombus. Both of them were cancer thrombus positive group, and the others were cancer thrombus negative. the
8、统计学分析 8. Statistical analysis
数据分析采用SPSS 15.0软件(SPSS Inc.,USA)。连续变量采用中位数(Median)和平均值±标准差(Mean±SD)表示;计量资料组间差异比较采用Mann-Whitney U test(非参数统计)或T-Test;计数资料比较采用卡方检验或Fisher精确检验。通过绘制受试者工作特征(Receiver operating characteristics,ROC)曲线和计算相应的曲线下面积(areas under the curves,AUC)来评价诊断能力。最佳Cutoff值选取为灵敏度与特异性之和最大、误差[(1-灵敏性)2+(1-特异性)2的平方根]最小所对应的值。采用MedCale10.4.7.0软件比较曲线下面积AUC差异性。P<0.05(双侧)为有统计学差异。采用R软件分析检验效能及样本大小,效能≥0.8为具有检验效能。 Data analysis was performed using SPSS 15.0 software (SPSS Inc., USA). Continuous variables are represented by median (Median) and mean ± standard deviation (Mean ± SD); comparison of measurement data between groups is by Mann-Whitney U test (non-parametric statistics) or T-Test; count data is by chi-square test or Fisher's exact test. The diagnostic ability was evaluated by drawing the receiver operating characteristic (ROC) curve and calculating the corresponding area under the curve (AUC). The optimal cutoff value was selected as the value corresponding to the maximum sum of sensitivity and specificity and the minimum error [(1-sensitivity) 2 +(1-specificity) 2 square root]. MedCale10.4.7.0 software was used to compare the difference of the area under the curve (AUC). P<0.05 (both sides) means there is a statistical difference. R software was used to analyze the test performance and sample size, and the test performance was considered to be effective if the test performance was greater than or equal to 0.8.
9、患者临床特征 9. Clinical characteristics of patients
测试集和验证集中肝细胞癌患者临床特征见表4。 The clinical characteristics of HCC patients in the test set and validation set are shown in Table 4. the
表4 Table 4
缩写:AFP:alpha-fetoprotein,甲胎蛋白;HbsAg:hepatitis B surface antigen,乙肝病毒表面抗原;HbeAg:hepatitis B e antigen,乙肝病毒核心抗原;ALT:alanine aminotransferase,丙氨酸转氨酶;GGT:gamma glutamyl transpeptidase,γ-谷酰转肽酶;BCLC:Barcelona Clinic Liver Cancer,巴塞罗那临床肝癌标准。 Abbreviations: AFP: alpha-fetoprotein, alpha-fetoprotein; HbsAg: hepatitis B surface antigen, hepatitis B virus surface antigen; HbeAg: hepatitis B e antigen, hepatitis B virus core antigen; ALT: alanine aminotransferase, alanine aminotransferase; GGT: gamma glutamyl Transpeptidase, γ-glutamyl transpeptidase; BCLC: Barcelona Clinic Liver Cancer, Barcelona Clinic Liver Cancer Criteria. the
测试集和验证集中慢性乙型肝炎患者临床特征见表5。 The clinical characteristics of patients with chronic hepatitis B in the test set and validation set are shown in Table 5. the
表5 table 5
缩写:HBV:hepatitis B virus,乙型肝炎病毒;AFP:alpha-fetoprotein,甲胎蛋白;HbsAg:hepatitis B surface antigen,乙肝病毒表面抗原;HbsAb:hepatitis B surface antibody,乙肝病毒表面抗体;HbeAg:hepatitis B e antigen, 乙肝病毒e抗原;HBeAb,hepatitis B e antibody乙肝病毒e抗体;HbcAb:hepatitis B core antibody,乙肝病毒核心抗体。 Abbreviation: HBV: hepatitis B virus, hepatitis B virus; AFP: alpha-fetoprotein, alpha-fetoprotein; HbsAg: hepatitis B surface antigen, hepatitis B virus surface antigen; HbsAb: hepatitis B surface antibody, hepatitis B surface antibody; HbeAg: hepatitis B e antigen, hepatitis B virus e antigen; HBeAb, hepatitis B e antibody, hepatitis B virus e antibody; HbcAb: hepatitis B core antibody, hepatitis B virus core antibody. the
a,测试集98例慢性乙型肝炎患者中,57例无AFP值者未纳入计算。 a , Among the 98 patients with chronic hepatitis B in the test set, 57 patients without AFP value were not included in the calculation.
b,验证集73例慢性乙型肝炎患者中,18例无AFP值者未纳入计算。 b , Among the 73 patients with chronic hepatitis B in the validation set, 18 patients without AFP value were not included in the calculation.
采用Fisher精确检验;其它差异分析采用Chi-square检验。 Fisher's exact test was used; other differences were analyzed using Chi-square test.
测试集和验证集中肝硬化患者临床特征见表6。 The clinical characteristics of patients with liver cirrhosis in the test set and validation set are shown in Table 6. the
表6 Table 6
缩写:HBV:hepatitis B virus,乙型肝炎病毒;AFP:alpha-fetoprotein,甲胎蛋白;HbsAg:hepatitis B surface antigen,乙肝病毒表面抗原;HbsAb:hepatitis B surface antibody,乙肝病毒表面抗体;HbeAg:hepatitis B e antigen,乙肝病毒e抗原;HBeAb,hepatitis B e antibody乙肝病毒e抗体;HbcAb:hepatitis B core antibody,乙肝病毒核心抗体。 Abbreviation: HBV: hepatitis B virus, hepatitis B virus; AFP: alpha-fetoprotein, alpha-fetoprotein; HbsAg: hepatitis B surface antigen, hepatitis B virus surface antigen; HbsAb: hepatitis B surface antibody, hepatitis B surface antibody; HbeAg: hepatitis B e antigen, hepatitis B virus e antigen; HBeAb, hepatitis B virus e antibody; HbcAb: hepatitis B core antibody, hepatitis B virus core antibody. the
*,测试集96例肝硬化患者中,22例无相关数据者未纳入计算。 *, Among the 96 patients with liver cirrhosis in the test set, 22 patients without relevant data were not included in the calculation. the
II.实施例 II. Embodiment
实施例1、DKK1和AFP在非癌肝组织和肝细胞癌组织及相应血清中表达情况的比较分析 Example 1, Comparative analysis of the expression of DKK1 and AFP in non-cancerous liver tissue and hepatocellular carcinoma tissue and corresponding serum
本发明人平行比较分析了DKK1和AFP在12例非癌肝组织(4例为正常人肝组织、8例为肝硬化组织)及16例肝细胞癌肝组织(其中8例患者血清AFP≤20ng/ml,另8例血清AFP>20ng/ml)中的表达情况。半定量逆转录聚合酶链式反应(semi-qPCR)和实时定量聚合酶链式反应(qRT-PCR)实验结果显示:和AFP相比,DKK1在4例正常人(healthy controls,HC)和8例肝硬化肝组织(liver corrhosis,LC)中,几乎检测不到表达,但在大多数肝细胞癌肝组织中高表达(图1A-B,1D-E)。 The present inventors compared and analyzed DKK1 and AFP in 12 cases of non-cancerous liver tissues (4 cases were normal human liver tissues, 8 cases were liver cirrhosis tissues) and 16 cases of hepatocellular carcinoma liver tissues (8 cases of patients with serum AFP≤20ng /ml, and the expression in serum AFP>20ng/ml of the other 8 cases). The results of semi-quantitative reverse transcription polymerase chain reaction (semi-qPCR) and real-time quantitative polymerase chain reaction (qRT-PCR) experiments showed that compared with AFP, DKK1 was more effective in 4 cases of healthy controls (HC) and 8 cases. In cases of liver cirrhosis (liver corrosion, LC), the expression was almost undetectable, but it was highly expressed in most liver tissues of hepatocellular carcinoma (Fig. 1A-B, 1D-E). the
酶联免疫吸附实验检测肝细胞癌组织相对应的病人血清中DKK1和AFP的蛋白水平,以20ng/ml为AFP的cutoff值,以2.153ng/ml为DKK1的cutoff 值(本专利所用cutoff值,具体确定方法见下文),结果显示,在4例正常人(HC)中,两者均为阴性;在8例肝硬化患者(LC)中,均有1例为阳性;在8例AFP阴性肝细胞癌患者中(血清AFP≤20ng/ml,编号1-8),有7例显示血清DKK1阳性,在8例AFP阳性肝细胞癌患者中(血清AFP>20ng/ml,编号9-16),有6例显示血清DKK1阳性(图1C、F)。 Enzyme-linked immunosorbent assay detects the protein levels of DKK1 and AFP in the serum of patients corresponding to hepatocellular carcinoma tissue, with 20ng/ml as the cutoff value of AFP and 2.153ng/ml as the cutoff value of DKK1 (the cutoff value used in this patent, See below for the specific determination method), the results showed that in 4 cases of normal people (HC), both were negative; in 8 cases of liver cirrhosis patients (LC), 1 case was positive; in 8 cases of AFP-negative liver Among patients with cellular carcinoma (serum AFP≤20ng/ml, code 1-8), 7 cases showed positive serum DKK1, and among 8 patients with AFP-positive hepatocellular carcinoma (serum AFP>20ng/ml, code 9-16), Six cases showed positive serum DKK1 (Fig. 1C, F). the
因此,DKK1可以检出AFP阴性的肝细胞癌。 Therefore, DKK1 can detect AFP-negative HCC. the
实施例2、血清DKK1是诊断肝细胞癌的血清蛋白标志物 Example 2. Serum DKK1 is a serum protein marker for the diagnosis of hepatocellular carcinoma
本发明人按照图2的研究设计流程来评估血清DKK1蛋白对AFP阴性肝细胞癌的诊断能力。 The present inventors evaluated the diagnostic ability of serum DKK1 protein for AFP-negative hepatocellular carcinoma according to the research design process in Fig. 2 . the
首先分析了血清DKK1和AFP在测试集各组中的表达情况。如图3A所示,肝细胞癌(hepatocellular carcinoma,HCC)组血清DKK1蛋白水平显著高于正常人对照组(healthy controls,HC)、慢性乙型肝炎(chronic hepatitis B,CHB)对照组和肝硬化(liver cirrhosis,LC)对照组(P<0.001),其中位数(平均值±标准差)为3.08(3.48±2.33)ng/ml,而三个对照组间则无显著差异。肝细胞癌组血清AFP水平也高于其它三组(P<0.001),但其在慢性乙型肝炎(CHB)和肝硬化(LC)组中的水平明显高于正常对照组(HC)(P<0.001)(图3B)。血清DKK1和AFP在各组中的浓度具体见表4。 Firstly, the expression of serum DKK1 and AFP in each group of the test set was analyzed. As shown in Figure 3A, the serum DKK1 protein level in the hepatocellular carcinoma (HCC) group was significantly higher than that in the healthy controls (HC), chronic hepatitis B (CHB) control group and liver cirrhosis (liver cirrhosis, LC) control group (P<0.001), the median (mean ± standard deviation) was 3.08 (3.48 ± 2.33) ng/ml, while there was no significant difference among the three control groups. Serum AFP levels in the HCC group were also higher than those in the other three groups (P<0.001), but their levels in the chronic hepatitis B (CHB) and liver cirrhosis (LC) groups were significantly higher than those in the normal control group (HC) (P <0.001) (Figure 3B). See Table 4 for the concentrations of serum DKK1 and AFP in each group. the
因此,血清DKK1有可能作为诊断肝细胞癌的血清蛋白标志物。 Therefore, serum DKK1 may be used as a serum protein marker for the diagnosis of HCC. the
表4.测试集和验证集中血清DKK1蛋白和血清AFP蛋白在各组中的浓度 Table 4. Concentrations of serum DKK1 protein and serum AFP protein in each group in the test set and validation set
缩写:DKK1:dickkopf-1;AFP:alpha-fetoprotein,甲胎蛋白;HC:healthy controls,正常对照;CHB:chronic hepatitis B,慢性乙型肝炎;LC:liver cirrhosis,肝硬化;HCC:hepatocellular carcinoma,肝细胞癌。 Abbreviations: DKK1: dickkopf-1; AFP: alpha-fetoprotein, alpha-fetoprotein; HC: healthy controls, normal controls; CHB: chronic hepatitis B, chronic hepatitis B; LC: liver cirrhosis, liver cirrhosis; HCC: hepatocellular carcinoma, hepatocellular carcinoma. the
实施例3、血清DKK1诊断肝细胞癌的cutoff值的确定 Example 3. Determination of the cutoff value of serum DKK1 in the diagnosis of hepatocellular carcinoma
随后,本发明人以肝细胞癌(HCC)为病人组,以正常人(HC)、慢性乙型肝炎(CHB)和肝硬化(LC)患者为对照组制作ROC曲线,确定血清DKK1和AFP诊断肝细胞癌的cutoff值、敏感性(sensitivity)、特异性(specificity)和曲线下面积(aera under the curve,AUC)。 Subsequently, the inventor took hepatocellular carcinoma (HCC) as the patient group, and normal people (HC), chronic hepatitis B (CHB) and liver cirrhosis (LC) patients as the control group to make ROC curves to determine the diagnosis of serum DKK1 and AFP The cutoff value, sensitivity, specificity and area under the curve (AUC) of hepatocellular carcinoma. the
结果如图4所示,血清DKK1最佳cutoff值为2.153ng/ml,敏感性为69.1%,特异性为90.6%,AUC为0.848(95%CI:0.820-0.875)。AFP最佳cutoff值为15.35ng/ml,敏感性为59.4%,特异性为87.4%;当AFP cutoff值为20ng/ml时敏感性为57.8%,特异性为88.0%,两者没有统计学差异(P=0.104),因此本发明我们选择临床常用值20ng/ml作为AFP的cutoff值。 The results are shown in Figure 4. The optimal cutoff value of serum DKK1 was 2.153ng/ml, the sensitivity was 69.1%, the specificity was 90.6%, and the AUC was 0.848 (95%CI: 0.820-0.875). The optimal cutoff value of AFP is 15.35ng/ml, the sensitivity is 59.4%, and the specificity is 87.4%; when the AFP cutoff value is 20ng/ml, the sensitivity is 57.8%, the specificity is 88.0%, and there is no statistical difference between the two (P=0.104), so in the present invention, we choose 20ng/ml, a commonly used clinical value, as the cutoff value of AFP. the
实施例4、血清DKK1对AFP阴性(≤20ng/ml)肝细胞癌的诊断能力 Example 4, the diagnostic ability of serum DKK1 to AFP-negative (≤20ng/ml) hepatocellular carcinoma
以2.153ng/ml为DKK1cutoff值,以20ng/ml为AFP cutoff值,血清DKK1在测试集AFP阴性肝细胞癌患者中的阳性率达70.4%(126/179)。在AFP阴性肝细胞癌患者和AFP阳性肝细胞癌患者中,血清DKK1水平在两组间无统计学差异(P=0.42)(图5A)。ROC曲线结果显示,DKK1诊断AFP阴性肝细胞癌的敏感性(sensitivity)为70.4%,特异性(specificity)为90.0%,曲线下面积(AUC)为0.841(95%CI:0.801-0.882)(图5B和表5)。 Taking 2.153ng/ml as the DKK1 cutoff value and 20ng/ml as the AFP cutoff value, the positive rate of serum DKK1 in the AFP-negative HCC patients in the test set was 70.4% (126/179). In AFP-negative HCC patients and AFP-positive HCC patients, serum DKK1 levels were not statistically different between the two groups (P = 0.42) (Fig. 5A). The ROC curve results showed that the sensitivity (sensitivity) of DKK1 in diagnosing AFP-negative HCC was 70.4%, the specificity (specificity) was 90.0%, and the area under the curve (AUC) was 0.841 (95% CI: 0.801-0.882) (Fig. 5B and Table 5). the
因此,对AFP阴性(≤20ng/ml)肝细胞癌患者,血清DKK1具有较好的敏感性和特异性。 Therefore, for patients with AFP-negative (≤20ng/ml) hepatocellular carcinoma, serum DKK1 has good sensitivity and specificity. the
表5.血清DKK1对AFP阴性(血清AFP≤20ng/ml)肝细胞癌的诊断价值* Table 5. Diagnostic value of serum DKK1 for AFP-negative (serum AFP≤20ng/ml) hepatocellular carcinoma *
缩写:DKK1:dickkopf-1;AFP:alpha-fetoprotein;AUC:area under the curve,曲线下面积;95%CI:95%confidence interval,95%置信区间;PPV:positive predictive value,阳性预测值;NPV:negative predictive value,阴性预测值;+LR:positive likelihood ratio,阳性似然比;-LR=negative likelihood ratio,阴性似然比;HCC:hepatocellular carcinoma,肝细胞癌;CHB:chronic hepatitis B,慢性乙肝;LC:liver cirrhosis,肝硬化;vs.:versus。 Abbreviations: DKK1: dickkopf-1; AFP: alpha-fetoprotein; AUC: area under the curve, area under the curve; 95%CI: 95%confidence interval, 95% confidence interval; PPV: positive predictive value, positive predictive value; NPV : negative predictive value, negative predictive value; +LR: positive likelihood ratio, positive likelihood ratio; -LR=negative likelihood ratio, negative likelihood ratio; HCC: hepatocellular carcinoma, hepatocellular carcinoma; CHB: chronic hepatitis B, chronic hepatitis B ; LC: liver cirrhosis, liver cirrhosis; vs.: versus. the
*,血清DKK1的cutoff值为2.153ng/ml,血清AFP的cutoff值为20ng/ml。 *, the cutoff value of serum DKK1 is 2.153ng/ml, and the cutoff value of serum AFP is 20ng/ml. the
实施例5、血清DKK1对AFP阴性肝细胞癌的诊断能力的验证 Example 5, Verification of the diagnostic ability of serum DKK1 on AFP-negative hepatocellular carcinoma
为了验证血清DKK1对AFP阴性肝细胞癌的诊断能力,本发明人检测了另一独立样本队列(n=453)中的血清DKK1浓度(图2,验证集)。如图3C所示,与测试组相同,在验证组中,与其它三个对照组相比,血清DKK1在肝细胞癌中显著升高。以测试集中确定的2.153ng/ml为血清DKK1 cutoff值,血清DKK1在验证集AFP阴性肝细胞癌中的阳性率为68.1%(47/69)。验证集中AFP阴性肝细胞癌病人组(AFP--HCC)和AFP阳性肝细胞癌病人组间(AFP+-HCC)血清DKK1浓度无统计学差异(图5C)。其诊断AFP阴性肝细胞癌的敏感性(sensitivity)为66.7%,特异性(specificity)为87.2%,曲线下面积(AUC)为0.869(95%CI:0.815-0.923)(图5D)。 In order to verify the diagnostic ability of serum DKK1 for AFP-negative HCC, the inventors detected the serum DKK1 concentration in another independent sample cohort (n=453) (Figure 2, validation set). As shown in Fig. 3C, same as the test group, in the validation group, serum DKK1 was significantly elevated in hepatocellular carcinoma compared with the other three control groups. Taking 2.153ng/ml determined in the test set as the cutoff value of serum DKK1, the positive rate of serum DKK1 in AFP-negative HCC in the validation set was 68.1% (47/69). There was no statistical difference in serum DKK1 concentration between the AFP-negative HCC patient group (AFP - -HCC) and the AFP-positive HCC patient group (AFP + -HCC) in the validation set (Fig. 5C). The sensitivity (sensitivity) for diagnosing AFP-negative HCC was 66.7%, the specificity (specificity) was 87.2%, and the area under the curve (AUC) was 0.869 (95% CI: 0.815-0.923) (Fig. 5D).
验证集结果与测试集相似,证明了血清DKK1对AFP阴性肝细胞癌具有诊断价值。 The results of the validation set were similar to those of the test set, demonstrating the diagnostic value of serum DKK1 for AFP-negative HCC. the
结论 in conclusion
作为一个新型肿瘤血清蛋白标志物,血清DKK1对于AFP阴性(AFP≤20ng/ml)的肝细胞癌患者具有诊断价值。 As a new tumor serum protein marker, serum DKK1 has diagnostic value for AFP-negative (AFP≤20ng/ml) HCC patients. the
在本发明提及的所有文献都在本申请中引用作为参考,就如同每一篇文献被单独引用作为参考那样。此外应理解,在阅读了本发明的上述讲授内容之后,本领域技术人员可以对本发明作各种改动或修改,这些等价形式同样落于本申请所附权利要求书所限定的范围。 All documents mentioned in this application are incorporated by reference in this application as if each were individually incorporated by reference. In addition, it should be understood that after reading the above teaching content of the present invention, those skilled in the art can make various changes or modifications to the present invention, and these equivalent forms also fall within the scope defined by the appended claims of the present application. the
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