CN108220425B - It is a kind of for detecting the kit of osteoporosis - Google Patents
It is a kind of for detecting the kit of osteoporosis Download PDFInfo
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Abstract
本发明用于检测骨质疏松症的试剂盒,所述试剂盒包括能特异性检测rs2380128的探针和引物。通过本试剂盒可以检测受试者是否患有骨质疏松症,从而指导临床医师给受试者提供预防方案或者治疗方案。而且操作简单,实验方法,成本低廉。The kit for detecting osteoporosis of the invention comprises probes and primers capable of specifically detecting rs2380128. Whether the subject suffers from osteoporosis can be detected through the kit, so as to guide the clinician to provide the subject with a prevention plan or a treatment plan. Moreover, the operation is simple, the experimental method is low, and the cost is low.
Description
技术领域technical field
本发明属于生物检测领域,具体的属于一种用于检测骨质疏松症的试剂盒。The invention belongs to the field of biological detection, in particular to a kit for detecting osteoporosis.
背景技术Background technique
骨质疏松即骨质疏松症,是多种原因引起的一组骨病,骨组织有正常的钙化,钙盐与基质呈正常比例,以单位体积内骨组织量减少为特点的代谢性骨病变。在多数骨质疏松中,骨组织的减少主要由于骨质吸收增多所致。以骨骼疼痛、易于骨折为特征。Osteoporosis, or osteoporosis, is a group of bone diseases caused by a variety of reasons. Bone tissue has normal calcification, and the ratio of calcium salt to matrix is normal. It is a metabolic bone lesion characterized by a decrease in the amount of bone tissue per unit volume. . In most cases of osteoporosis, the loss of bone tissue is mainly due to increased bone resorption. Characterized by bone pain and susceptibility to fractures.
临床表现为疼痛,原发性骨质疏松症最常见的症状,以腰背痛多见,占疼痛患者中的70%~80%。疼痛沿脊柱向两侧扩散,仰卧或坐位时疼痛减轻,直立时后伸或久立、久坐时疼痛加剧,弯腰、咳嗽、大便用力时加重。一般骨量丢失12%以上时即可出现骨痛。老年骨质疏松症时,椎体压缩变形,脊柱前屈,肌肉疲劳甚至痉挛,产生疼痛。新近胸腰椎压缩性骨折,亦可产生急性疼痛,相应部位的脊柱棘突可有强烈压痛及叩击痛。若压迫相应的脊神经可产生四肢放射痛、双下肢感觉运动障碍、肋间神经痛、胸骨后疼痛类似心绞痛。若压迫脊髓、马尾神经还影响膀胱、直肠功能。退行性骨质疏松症最常见和最严重的并发症。The clinical manifestation is pain. The most common symptom of primary osteoporosis is low back pain, which accounts for 70% to 80% of pain patients. The pain spreads along the spine to both sides. The pain is relieved when lying on the back or sitting, and the pain is aggravated when standing upright or standing for a long time or sitting for a long time, and it is aggravated when bending over, coughing, and defecation. Generally, bone pain occurs when the bone mass is lost by more than 12%. In senile osteoporosis, the vertebral body is compressed and deformed, the spine bends forward, muscle fatigue and even spasm, resulting in pain. Recent thoracolumbar compression fractures can also cause acute pain, and the corresponding parts of the spinous processes of the spine may have strong tenderness and percussion pain. If the corresponding spinal nerve is compressed, it can produce radiating pain in the extremities, sensorimotor disturbance in the lower extremities, intercostal neuralgia, and retrosternal pain similar to angina pectoris. If the spinal cord and cauda equina are compressed, the function of the bladder and rectum will also be affected. The most common and serious complication of degenerative osteoporosis.
骨质疏松的检查在实验室层面上主要是如下几点:(1)血钙、磷和碱性磷酸酶在原发性骨质疏松症中,血清钙、磷以及碱性磷酸酶水平通常是正常的,骨折后数月碱性磷酸酶水平可增高。(2)血甲状旁腺激素应检查甲状旁腺功能除外继发性骨质疏松症。原发性骨质疏松症者血甲状旁腺激素水平可正常或升高。(3)骨更新的标记物骨质疏松症患者部分血清学生化指标可以反应骨转换(包括骨形成和骨吸收)状态,这些生化测量指标包括:骨特异的碱性磷酸酶(反应骨形成)、抗酒石酸酸性磷酸酶(反应骨吸收)、骨钙素(反应骨形成)、Ⅰ型原胶原肽(反应骨形成)、尿吡啶啉和脱氧吡啶啉(反应骨吸收)、Ⅰ型胶原的N-C-末端交联肽(反应骨吸收)。(4)晨尿钙/肌酐比值正常比值为0.13±0.01,尿钙排量过多则比值增高,提示有骨吸收率增加可能。The examination of osteoporosis mainly includes the following points on the laboratory level: (1) blood calcium, phosphorus and alkaline phosphatase In primary osteoporosis, serum calcium, phosphorus and alkaline phosphatase levels are usually Normally, the alkaline phosphatase level may increase several months after the fracture. (2) Serum parathyroid hormone should be checked for parathyroid function except for secondary osteoporosis. The level of parathyroid hormone in the blood of patients with primary osteoporosis can be normal or elevated. (3) Bone renewal markers Some serum biochemical indicators in patients with osteoporosis can reflect the state of bone turnover (including bone formation and bone resorption). These biochemical measurement indicators include: bone-specific alkaline phosphatase (response to bone formation) , anti-tartrate acid phosphatase (response to bone resorption), osteocalcin (response to bone formation), type Ⅰ procollagen peptide (response to bone formation), urinary pyridinoline and deoxypyridinoline (response to bone resorption), N-C of type Ⅰ collagen - Terminally cross-linked peptides (response to bone resorption). (4) The normal morning urine calcium/creatinine ratio is 0.13±0.01, and the ratio increases when the urinary calcium excretion is excessive, suggesting that the bone resorption rate may increase.
其次是辅助检查,又分为以下几个方面,骨影像学检查和骨密度①摄取病变部位的X线片X线可以发现骨折以及其他病变,如骨关节炎、椎间盘疾病以及脊椎前移。骨质减少(低骨密度)摄片时可见骨透亮度增加,骨小梁减少及其间隙增宽,横行骨小梁消失,骨结构模糊,但通常需在骨量下降30%以上才能观察到。大体上可见椎体双凹变形,椎体前缘塌陷呈楔形变,亦称压缩性骨折,常见于第11、12胸椎和第1、2腰椎。②骨密度检测骨密度检测是骨折的预测指标。测量何部位的骨密度,可以用来评估总体的骨折发生危险度;测量特定部位的骨密度可以预测局部的骨折发生的危险性。The second is auxiliary examination, which is divided into the following aspects: Bone imaging examination and bone density ① Take X-ray films of the lesion. X-rays can find fractures and other lesions, such as osteoarthritis, intervertebral disc disease, and spondylolisthesis. Osteopenia (low bone density) shows increased brightness of bone penetration, reduction of bone trabeculae and widening of gaps, disappearance of transverse bone trabeculae, and blurred bone structure in radiographs of osteopenia (low bone density). . In general, biconcave deformation of the vertebral body can be seen, and the anterior edge of the vertebral body collapses into a wedge shape, also known as compression fracture, which is commonly seen in the 11th and 12th thoracic vertebrae and the 1st and 2nd lumbar vertebrae. ②Bone density detection Bone density detection is a predictor of fracture. The bone density at which part is measured can be used to assess the overall risk of fracture; the bone density at a specific part can be used to predict the risk of local fracture.
在现有技术中,CN 102534019 A公开了一种试剂盒通过检测与骨质疏松症发生密切相关的5个单核苷酸多态性位点的基因型来筛查出容易患骨质疏松症的女性高危人群,并最终根据每一位受检者的基因检测结果从基因层面评估骨质疏松症易感的风险级别,指导更年期女性针对性的有效预防骨质疏松症的发生。In the prior art, CN 102534019 A discloses a kit to screen for osteoporosis by detecting the genotypes of 5 single nucleotide polymorphism sites closely related to the occurrence of osteoporosis According to the genetic test results of each subject, the risk level of osteoporosis susceptibility is evaluated from the genetic level, and guides menopausal women to effectively prevent the occurrence of osteoporosis.
CN 106755522 A公开了一种用于幼年型骨质疏松症检测的试剂盒,通过基因比对发现在幼年型骨质疏松患者和正常人群中DKK1基因存在着明显的突变位点,为721位点。通过检测这个突变位点,特别是提供的1对特异性引物对,可以特异性的鉴定人体时候患有幼年型骨质疏松症状。该检测方法相对于现有技术的方法具有检测方便,准确快速的优点,适宜于推广使用。CN 106755522 A discloses a kit for juvenile osteoporosis detection. Through gene comparison, it is found that there is an obvious mutation site in the DKK1 gene between juvenile osteoporosis patients and normal population, which is the 721 site . By detecting this mutation site, especially a pair of specific primers provided, it is possible to specifically identify the human body suffering from juvenile osteoporosis symptoms. Compared with the methods in the prior art, the detection method has the advantages of convenient detection, accuracy and speed, and is suitable for popularization and use.
CN 107043811 A公开了CFAP20基因可以作为骨质疏松症早期诊断的分子标志物。利用高通量测序和QPCR实验研究了骨质疏松症患者中的差异表达基因。该研究成果表明可以通过检测血液中CFAP20基因表达情况来判断受试者是否患有骨质疏松症。CN 107043811 A discloses that CFAP20 gene can be used as a molecular marker for early diagnosis of osteoporosis. Differentially expressed genes in osteoporosis patients were investigated using high-throughput sequencing and QPCR experiments. The results of this study indicate that it is possible to determine whether a subject suffers from osteoporosis by detecting the expression of the CFAP20 gene in the blood.
基于现有技术中检测骨质疏松症的手段的局限性,寻找骨质疏松早期诊断及预后相关的特异性分子标志物对实现骨质疏松的早期诊断及个体化治疗具有深远意义。Based on the limitations of the methods for detecting osteoporosis in the prior art, finding specific molecular markers related to the early diagnosis and prognosis of osteoporosis has far-reaching significance for the early diagnosis and individualized treatment of osteoporosis.
发明内容SUMMARY OF THE INVENTION
本发明提供了用于检测rs2380128基因型的试剂盒,检测结果能够用于骨质疏松症的辅助分析。The invention provides a kit for detecting rs2380128 genotype, and the detection result can be used for auxiliary analysis of osteoporosis.
本发明的第一个目的是提供用于检测基因SNP位点rs2380128基因型的试剂盒,所述试剂盒包括引物对和PCR检测反应试剂。The first object of the present invention is to provide a kit for detecting the genotype of the gene SNP site rs2380128, the kit including primer pairs and PCR detection reaction reagents.
依据本发明的试剂盒,可以提供一种对个体的骨质疏松症易感性进行诊断的方法,该方法为:检测个体的rs2380128位点的多态性状态,当位点为G时不表现出低骨密度特性,当突变基因型A导致了骨密度值的降低,从而最终导致骨质疏松症的发生。According to the kit of the present invention, a method for diagnosing an individual's susceptibility to osteoporosis can be provided, the method is: detecting the polymorphism status of the individual's rs2380128 site, and when the site is G, it does not show Low bone density characteristics, when the mutant genotype A leads to a decrease in bone density, which eventually leads to the occurrence of osteoporosis.
本发明提供了一种检测样本中是否存在rs2380128多态性的方法,该方法包括如下步骤:(1)利用我们自己设计的试剂盒扩增样本,得到PCR扩增产物。The present invention provides a method for detecting whether there is rs2380128 polymorphism in a sample. The method comprises the following steps: (1) using a kit designed by ourselves to amplify the sample to obtain a PCR amplification product.
本发明利用TAQMAN技术检测扩增产物中是否存在单核苷酸多态性。本发明的基本技术路线是:一种鉴定rs2380128多态性中SNP分子标记的方法,通过提取样本的基因组DNA,采用本发明提供的试剂盒进行PCR扩增,扩增目的片段,利用TAQMAN技术进行检测,发现SNP存在,利用DNA测序方法证实该SNP的存在以及存在的位置。The invention utilizes TAQMAN technology to detect whether there is a single nucleotide polymorphism in the amplification product. The basic technical route of the present invention is: a method for identifying SNP molecular markers in the rs2380128 polymorphism, by extracting the genomic DNA of the sample, using the kit provided by the present invention to perform PCR amplification, amplifying the target fragment, and using TAQMAN technology to carry out Detect, find the existence of SNP, and confirm the existence and location of the SNP by DNA sequencing method.
rs2380128位点的检测片段序列如SEQ ID NO:1所示。长度为201bp,具体序列如下:The detection fragment sequence of rs2380128 site is shown in SEQ ID NO:1. The length is 201bp, and the specific sequence is as follows:
其中r为a/g突变。 where r is the a/g mutation.
本领域的技术人员都清楚,有很多分析方法可以用于检测基因内含子序列中存在单核酸多态性分布频率。这些技术包括:DNA测序、PCR-SSCP、PCR-HPLC、PCR-TAQMAN等。Those skilled in the art are well aware that there are many analysis methods that can be used to detect the distribution frequency of single nucleic acid polymorphisms in gene intron sequences. These techniques include: DNA sequencing, PCR-SSCP, PCR-HPLC, PCR-TAQMAN, etc.
本发明特别地提供了一种使用方便、灵敏度高的检测上述SNP的检测试剂盒,它含有PCR特异扩增引物和用于PCR扩增检测的PCR反应液(如试剂、缓冲液等常规组件)等,本领域技术人员熟知这些常规组件和检测方法。在采用TAQMAN技术检测扩增产物检测突变位点,还需要TAQMAN所需要的一些常规试剂等。The present invention particularly provides a detection kit for detecting the above-mentioned SNP which is easy to use and has high sensitivity, which contains PCR specific amplification primers and PCR reaction liquid (such as reagents, buffers and other conventional components) for PCR amplification detection etc. Those skilled in the art are familiar with these conventional components and detection methods. When using TAQMAN technology to detect amplification products and detect mutation sites, some conventional reagents required by TAQMAN are also required.
具体来说,本发明提供了一种检测rs2380128的SNP的PCR试剂盒,其特征是由引物1、引物2、探针3、探针4和PCR反应液构成,其中,所述探针3及探针4的5'端标记有报告基团,3'端标记有荧光淬灭基团,且探针4的5'端报告基团与探针3的5'端报告基团不同。Specifically, the present invention provides a PCR kit for detecting the SNP of rs2380128, which is characterized in that it is composed of primer 1, primer 2, probe 3, probe 4 and PCR reaction solution, wherein the probe 3 and The 5' end of probe 4 is labeled with a reporter group, and the 3' end is marked with a fluorescence quencher group, and the 5' end reporter group of probe 4 is different from the 5' end reporter group of probe 3.
其中,5'端标记的报告基团可选自:FAM、HEX、TET、JOE、VIC、R0X、Cy3、Cy5、MAR、JUP、SAT、PLU或NEP,且不限于上述基团;3'端标记的荧光淬灭基团可选自:TAMRA、Eclipse、BHQ1、BHQ2、BHQ3、DABCYL、MGB,且不限于上述基团。Wherein, the reporter group labeled at the 5' end can be selected from: FAM, HEX, TET, JOE, VIC, ROX, Cy3, Cy5, MAR, JUP, SAT, PLU or NEP, and is not limited to the above groups; the 3' end The labeled fluorescence quenching group can be selected from: TAMRA, Eclipse, BHQ1, BHQ2, BHQ3, DABCYL, MGB, and is not limited to the above groups.
优选地,5'端标记的报告基团为FAM或VIC,3'端标记的荧光淬灭基团为MGB。Preferably, the reporter group labeled at the 5' end is FAM or VIC, and the fluorescent quencher group labeled at the 3' end is MGB.
PCR扩增:所使用的扩增引物序列为:PCR amplification: the amplification primer sequence used is:
正向引物1:tataacccca ataccttgggForward primer 1: tataacccca ataccttggg
反向引物2:tccaacacct ggggtcaagcReverse primer 2: tccaacacct ggggtcaagc
特异探针序列3:caacacagtg a gatactgtct,其中序列5’段使用FAM标记,3’端用MGB标记,Specific probe sequence 3: caacacagtg a gatactgtct, wherein the 5' segment of the sequence is marked with FAM, and the 3' end is marked with MGB,
特异探针序列4:caacacagtg g gatactgtct,其中序列5’段使用VIC标记,3’端用MGB标记。Specific probe sequence 4: caacacagtg g gatactgtct, wherein the 5' segment of the sequence is marked with VIC, and the 3' end is marked with MGB.
本发明的优点和有益效果:Advantages and beneficial effects of the present invention:
本发明首次发现了rs2380128多态性与骨质疏松症相关,通过检测受试者中rs2380128的多态性情况,可以判断受试者是否患有骨质疏松症,从而指导临床医师给受试者提供预防方案或者治疗方案。而且操作简单,实验方法,成本低廉。The present invention discovers for the first time that the rs2380128 polymorphism is related to osteoporosis, and by detecting the polymorphism of rs2380128 in the subject, it can be judged whether the subject suffers from osteoporosis, thereby guiding clinicians to give the subject Offer prevention or treatment options. Moreover, the operation is simple, the experimental method is low, and the cost is low.
具体实施方式Detailed ways
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,或按照制造厂商所建议的条件。除非另外说明,否则百分比和份数按重量计算。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. The experimental methods for which specific conditions are not indicated in the following examples, or in accordance with the conditions suggested by the manufacturer. Percentages and parts are by weight unless otherwise indicated.
除非另行定义,文中所使用的所有专业与科学用语与本领域熟练人员所熟悉的意义相同。此外,任何与所记载内容相似或均等的方法及材料皆可应用于本发明中。文中所述的较佳实施方法与材料仅作示范之用。Unless otherwise defined, all professional and scientific terms used herein have the same meanings as commonly understood by those skilled in the art. In addition, any methods and materials similar or equivalent to those described can also be applied in the present invention. The preferred implementation methods and materials described herein are for demonstration purposes only.
实施例1SNP分子标记的获得The acquisition of embodiment 1 SNP molecular marker
研究样本从多个研究和体检中心获得。所有研究均通过了伦理委员会的审批,并获得了研究对象的知情同意。我们对来自六个不同血统具有腰椎和股骨颈骨密度值测量的样本进行了全基因组关联性分析(GWAS),并合并数据进行meta分析。此外,我们还收集了GEFOS-seq公共数据库中的欧洲血统人群腰椎和股骨颈骨密度的meta分析结果,并将两部分数据合并进行联合分析以相互验证关联结果。Study samples were obtained from multiple research and medical examination centers. All studies were approved by the ethics committee and informed consent was obtained from the research subjects. We performed a genome-wide association analysis (GWAS) of samples from six different ancestry with BMD measurements at the lumbar spine and femoral neck and pooled the data for meta-analysis. In addition, we also collected the meta-analysis results of lumbar spine and femoral neck BMD in the European ancestry population in the GEFOS-seq public database, and combined the two parts of data for joint analysis to mutually verify the association results.
第一部分内部样本meta分析The first part internal sample meta-analysis
1、样本的选择1. Sample selection
前期,我们在七个具有腰椎和股骨颈骨密度值测量的样本中进行了GWAS meta分析。其中,因弗雷明汉心脏病研究(FHS)样本与GEFOS-seq样本重合,为了保证两部分样本的独立性,我们将FHS样本从内部样本中剔除。剩余的六个样本基本信息如下:Previously, we performed a GWAS meta-analysis in seven samples with BMD values measured at the lumbar spine and femoral neck. Among them, because the Framingham Heart Study (FHS) samples overlapped with the GEFOS-seq samples, in order to ensure the independence of the two samples, we excluded the FHS samples from the internal samples. The basic information of the remaining six samples is as follows:
(1)Omaha骨质疏松研究样本(OOS):OOS样本包括了1000名随机参与者的横断面研究。(1) Omaha Osteoporosis Study Sample (OOS): The OOS sample included a cross-sectional study of 1000 random participants.
(2)堪萨斯城骨质疏松研究样本(KCOS):KCOS样本包括了2286名随机参与者的横断面研究。(2) Kansas City Osteoporosis Study Sample (KCOS): The KCOS sample included a cross-sectional study of 2286 random participants.
(3)印第安纳州脆性骨折研究样本(IFS):IFS样本是通过dbGAP数据库获得的,包括了1493名欧洲血统的绝经前姐妹对参与者的横断面研究。(3) Indiana Fragility Fracture Study Sample (IFS): The IFS sample was obtained through the dbGAP database and included a cross-sectional study of 1493 premenopausal sister-pair participants of European ancestry.
(4)中国骨质疏松症研究样本(COS):COS样本包括了1627名随机参与者的横断面研究。(4) Chinese Osteoporosis Study Sample (COS): The COS sample included a cross-sectional study of 1627 random participants.
(5)非裔美国人女性健康初步观测研究(WHI-AA):WHI-AA样本是女性健康初步观测研究(WHI)的一部分,包含了845名非裔美国人参与者,可以通过dbGAP数据库获得。(5) African-American Women's Health Initial Observational Study (WHI-AA): The WHI-AA sample is part of the Women's Health Initial Observational Study (WHI), which includes 845 African-American participants and can be obtained through the dbGAP database .
(6)西班牙裔女性健康初步观测研究(WHI-HIS):WHI-HIS样本也是WHI的一部分,包含了446名西班牙裔参与者,可以通过dbGAP数据库获得。(6) Hispanic Women's Health Preliminary Observational Study (WHI-HIS): The WHI-HIS sample is also part of the WHI, including 446 Hispanic participants, which can be obtained through the dbGAP database.
2、表型测量和建模2. Phenotype measurement and modeling
通过DXA骨密度仪测得骨密度值。使用步进回归法筛查性别、年龄、年龄平方、身高以及从基因组数据计算出的前10个主成分(用于衡量种群分层效应)等协变量的显著性。原始骨密度值经过协变量校正后的残差使用正态分布的分位数来正态化。正态化后的残差用于下游关联分析。Bone density was measured by DXA bone densitometer. Covariates of sex, age, age squared, height, and the top 10 principal components calculated from genomic data (to measure population stratification effects) were screened for significance using stepwise regression. Covariate-adjusted residuals of raw BMD values were normalized using quantiles of a normal distribution. The normalized residuals were used for downstream association analysis.
3、基因分型及质控3. Genotyping and quality control
所有六个样本使用高通量基因分型芯片分型。质控在样本层面以及SNP层面实现。在样本层面,使用plink软件分析X染色体推断性别,并和问卷调查表中的性别做比较。性别不符的个体从数据中删除。在SNP层面,不符合哈-温平衡的SNP从数据中删除。当存在人群极端值时,检查主成分的基因型,并剔除极端值。All six samples were typed using a high-throughput genotyping array. Quality control is implemented at the sample level and at the SNP level. At the sample level, use plink software to analyze the X chromosome to infer gender, and compare it with the gender in the questionnaire. Gender-inconsistent individuals were removed from the data. At the SNP level, SNPs not in Harbin-Wen equilibrium were removed from the data. When there are extreme values in the population, check the genotypes of the principal components and remove the extreme values.
4、基因型补缺4. Genotype imputation
使用千人基因组的测序数据(2013年5月版本)对所有样本进行基因型补缺。首先,从千人基因组网站下载4类人种的测序个体的单体型数据(欧洲血统503人、东亚血统504人、非洲血统661人以及混合美国人血统347人),分别将其作为各自样本的基因分型参考模板。其次,对参考基因组(即千人基因组数据)和目标基因组(即GWAS样本)的等位基因做一致性检验,检验不符者将从目标基因组中删除。最后,使用软件FISH开展基因型补缺,这个算法具有运算速度快,占用内存小,无需对目标基因组提前分相(phasing)等优点。软件参数默认设置。Genotype imputation was performed on all samples using the sequencing data of 1000 Genomes (May 2013 version). First, download the haplotype data of sequenced individuals of 4 types of individuals from the Thousand Genomes website (503 individuals of European descent, 504 individuals of East Asian descent, 661 individuals of African descent, and 347 individuals of mixed American descent), and use them as their respective samples genotyping reference template. Secondly, a consistency test is performed on the alleles of the reference genome (ie, the thousand genome data) and the target genome (ie, the GWAS sample), and those that do not match will be deleted from the target genome. Finally, use the software FISH to carry out genotype imputation. This algorithm has the advantages of fast calculation speed, small memory usage, and no need for phasing the target genome in advance. The software parameters are set by default.
5、单样本中的关联分析及meta分析5. Association analysis and meta-analysis in single sample
在每个样本中,正态化的表型残差和分型及补缺出的基因型间的遗传关联通过遗传累加模型来检验。在无关样本中,遗传关联使用线性回归模型检验,软件为MACH2QTL。对于IFS家系样本,则使用混合线性模型计算基因型的关联度。六个样本的关联结果合并在一起开展meta分析。所用模型为样本量加权的固定效应模型,所用软件是METAL。Within each sample, normalized phenotypic residuals and genetic associations between typed and imputed genotypes were tested by genetic additive models. In unrelated samples, genetic associations were tested using a linear regression model with the software MACH2QTL. For the IFS family samples, the mixed linear model was used to calculate the correlation degree of genotype. The association results of the six samples were combined for meta-analysis. The model used is a fixed effect model weighted by sample size, and the software used is METAL.
第二部分GEFOS-seq meta分析结果的收集The second part is the collection of GEFOS-seq meta-analysis results
GEFOS-seq研究组织在超过50,000名欧洲血统参与者中进行了测序及基因型补缺为基础的骨密度GWAS meta分析。样本信息、质控和统计分析详见GEFOS-seq官网。简而言之,此研究包括三部分内容:1、对UK10K研究中的2,882名研究对象进行全基因组测序;2、对5个队列研究中的3,549名研究对象进行全基因组测序;3、对26,534名研究对象进行全基因组基因型补缺。所有样本都进行了meta分析,并且部分结果已对外公开。在此,我们通过GEFOS-seq官网下载了这部分样本量高达32,965的meta分析结果。The GEFOS-seq research group performed sequencing and genotype imputation-based bone density GWAS meta-analysis in more than 50,000 participants of European ancestry. See GEFOS-seq official website for details of sample information, quality control and statistical analysis. In short, this study consists of three parts: 1. Whole genome sequencing of 2,882 subjects in the UK10K study; 2. Whole genome sequencing of 3,549 subjects in 5 cohort studies; 3. Whole genome sequencing of 26,534 subjects The whole genome genotype imputation was performed on 100 subjects. All samples were meta-analyzed, and some of the results have been made public. Here, we downloaded the meta-analysis results of this part of the sample size up to 32,965 through the GEFOS-seq official website.
SNP纳入标准SNP inclusion criteria
对于第一部分六个内部样本的meta分析结果,我们采取的SNP纳入的质控标准为:基因异质性I2<50%。对于第二部分GEFOS-seq meta分析结果,我们采取的纳入质控标准则为:①基因异质性I2<50%;②最小等位基因频率(MAF)>1%。对于均符合两部分质控的SNPs,我们将其纳入下一步研究中。For the meta-analysis results of the six internal samples in the first part, the quality control standard for SNP inclusion we adopted was: gene heterogeneity I 2 <50%. For the results of the second part of the GEFOS-seq meta-analysis, the inclusion quality control criteria we adopt are: ①gene heterogeneity I 2 <50%; ②minimum allele frequency (MAF)>1%. For SNPs that meet the two-part quality control, we will include them in the next step of research.
联合分析conjoint analysis
通过两部分样本的meta分析结果我们分别得到了两部分z值:z1和z2。接着,我们运用加权固定效应meta分析模型进行联合分析,公式如下:Through the meta-analysis results of two samples, we obtained two z-values: z 1 and z 2 . Next, we use the weighted fixed-effects meta-analysis model for joint analysis, the formula is as follows:
式中,n1和n2分别指内部样本和GEFOS-seq样本的样本量。在零假设成立的情况下,即不存在关联时,统计值Z服从正态分布或近似正态分布。GWAS显著水平设为5.0x10-8。In the formula, n 1 and n 2 refer to the sample sizes of internal samples and GEFOS-seq samples, respectively. When the null hypothesis is established, that is, when there is no association, the statistical value Z follows a normal distribution or an approximately normal distribution. The GWAS significance level was set at 5.0x10 -8 .
结论in conclusion
内部样本研究中,共涵盖了7,484名研究对象。在每个样本中应用主成分分析未检出异质性个体。应用PCA校正种群分层后,腰椎和股骨颈骨密度基因组膨胀系数分别是1.03和1.02,低于警戒值,说明没有明显的种群分层效应。GEFOS-seq meta分析结果中,一共有32,965名研究对象,涵盖了10,586,901个SNPs,经过质控筛除后,一共有7,434,754个SNPs被纳入到下一步的联合分析中。A total of 7,484 subjects were included in the internal sample study. Application of principal component analysis within each sample did not detect heterogeneous individuals. After applying PCA to correct population stratification, the genome expansion coefficients of BMD at the lumbar spine and femoral neck were 1.03 and 1.02, respectively, which were lower than the warning value, indicating that there was no obvious population stratification effect. In the GEFOS-seq meta-analysis results, a total of 32,965 research subjects covered 10,586,901 SNPs. After quality control screening, a total of 7,434,754 SNPs were included in the next joint analysis.
两部分的联合分析发现了许多与腰椎和股骨颈骨密度相关的位点。一些位点不仅在GEFOS-seq样本中达到全基因组显著水平(GWS,p<5.0x10-8),在内部样本中也得到了重复验证(p<0.05)。此外,我们还发现了达到全基因组显著水平的新的位点:20q13.33(rs2380128,p=3.44x10-8)。The combined two-part analysis identified numerous loci associated with BMD at the lumbar spine and femoral neck. Some loci not only reached genome-wide significance level in GEFOS-seq samples (GWS, p<5.0x10 -8 ), but also got repeated validation in internal samples (p<0.05). In addition, we also found a new locus reaching genome-wide significance: 20q13.33 (rs2380128, p=3.44x10 -8 ).
位于该位点上的SNP rs2380128与腰椎骨密度的关联最为显著(发现样本p1=0.0644,GEFOS-seq样本p2=1.46x10-5,合并样本p12=3.44x10-8)。详细结果如下表1:The SNP rs2380128 located at this site had the most significant association with lumbar bone density (found sample p 1 =0.0644, GEFOS-seq sample p 2 =1.46x10 -5 , pooled sample p 12 =3.44x10 -8 ). The detailed results are shown in Table 1 below:
表1 rs2380128结果数据Table 1 rs2380128 result data
从表1的数据可以看出,针对rs2380128位点,存在A/G的突变,当其为G的时候,表现为低骨密度特性,当其为A时不表现出低骨密度特性。突变基因型G导致了骨密度值的降低,从而最终导致骨质疏松症的发生,这种升高在统计学上是极端显著的(p=3.44x10-8),因此可以通过检测该位点基因型来检测骨质疏松症。It can be seen from the data in Table 1 that for the rs2380128 site, there is an A/G mutation. When it is G, it shows low bone density characteristics, and when it is A, it does not show low bone density characteristics. Mutant genotype G leads to a decrease in bone mineral density, which ultimately leads to the occurrence of osteoporosis. This increase is statistically extremely significant (p=3.44x10 -8 ), so it can be detected by detecting this locus Genotype to detect osteoporosis.
实施例2具体样本检测Embodiment 2 Concrete sample detection
1.研究样本的选择;1. Selection of research samples;
本发明所使用的骨质疏松症患者血样样本来自苏州大学附属第一医院,共100例确诊患者样本。研究样本的入选标准如下:年龄为18-70岁的女性;经骨密度检测以及X光检测确诊;无主要脏器的功能障碍,血常规、肝肾功能及心脏功能基本正常;能获得完整的随访信息。所有研究对象均为无血缘关系的汉族人群,地理上主要来自华东及其周边地区。以100个正常人群血液为对照。对上述纳入病患,收集整理其基本信息、临床信息以及治疗信息,并依据知情同意原则签署知情同意书。The blood samples of osteoporosis patients used in the present invention come from the First Affiliated Hospital of Soochow University, a total of 100 confirmed patient samples. The inclusion criteria of the research samples are as follows: women aged 18-70; confirmed by bone density test and X-ray test; no major organ dysfunction, blood routine, liver and kidney function and heart function are basically normal; can obtain a complete Follow-up information. All the subjects in this study were unrelated Han people, geographically mainly from East China and its surrounding areas. The blood of 100 normal people was used as the control. For the above-mentioned included patients, their basic information, clinical information and treatment information were collected and sorted out, and informed consent was signed according to the principle of informed consent.
2.基因组DNA的抽提;2. Extraction of genomic DNA;
样本使用EDTA抗凝的采血管收集研究对象的外周静脉血2ml,离心分离血清和血细胞后保存于-80℃冰箱。采用可以特异性结合DNA的离心吸附柱和独特的缓冲系统,提取外周血基因组DNA,按常规方法操作。通常能得到50ng DNA,纯度(紫外2600D:2800D)在1.8左右。Samples 2ml of peripheral venous blood from the research subjects was collected using EDTA anticoagulated blood collection tubes, and the serum and blood cells were separated by centrifugation and stored in a -80°C refrigerator. Genomic DNA from peripheral blood was extracted by using a centrifugal adsorption column that can specifically bind DNA and a unique buffer system, and operated according to conventional methods. Usually 50ng of DNA can be obtained, and the purity (UV 2600D:2800D) is around 1.8.
3、准备PCR扩增体系:3. Prepare the PCR amplification system:
并对每个DNA分别加入SEQ ID NO:2-5所示的引物和探针的混合液做PCR反应,来分别对每个SNP进行分型,所需试剂包括Taqman Genotyping Master Mix 5μl、ddH203.5μ1、荧光探针和引物混合液0.5μl,其余为50ng/μl的受检查人DNA样本1μl,总体积10μl。And each DNA was added to the mixture of primers and probes shown in SEQ ID NO: 2-5 for PCR reaction to type each SNP respectively. Reagents required include Taqman Genotyping Master Mix 5 μl, ddH 2 03.5 μl, 0.5 μl of fluorescent probe and primer mixture, and 1 μl of 50 ng/μl human DNA sample under examination for the rest, with a total volume of 10 μl.
4、PCR扩增程序:4. PCR amplification program:
PCR反应第一步:60℃、35s;PCR反应第二步:96℃、10min;PCR反应第三步:93℃、20s;PCR反应第四步:60℃、95s;PCR反应第五步:循环第三步第四步5次,然后60℃、25s。采用ABI Stepone突光定量PCR仪(Applied Biosystems,美国应用生物技术有限公司)。The first step of PCR reaction: 60°C, 35s; the second step of PCR reaction: 96°C, 10min; the third step of PCR reaction: 93°C, 20s; the fourth step of PCR reaction: 60°C, 95s; the fifth step of PCR reaction: Cycle the third step and the fourth step 5 times, then 60°C, 25s. ABI Stepone fluorescent quantitative PCR instrument (Applied Biosystems, USA Applied Biotechnology Co., Ltd.) was used.
5、实验结果:5. Experimental results:
PCR反应结束后,应用Stepone software V2.1进行分析,将得到的200例结果进行分类,依据本发明的探针共分辨出3种基因型:SNP rs2380128三种基因型AA、AG和GG。After the PCR reaction was finished, the Stepone software V2.1 was used for analysis, and the obtained 200 cases were classified. According to the probe of the present invention, three genotypes were identified: three genotypes AA, AG and GG of SNP rs2380128.
6、试剂盒的准确性分析6. Analysis of the accuracy of the kit
为验证试剂盒检测的准确性,对200例样本进行测序验证。SNP rs2380128基因型AA有188例,AG基因型有10例,GG基因型有2例;其中AG和GG基因型均为骨质疏松症患者,因此试剂盒检测的准确性达到了100%。In order to verify the accuracy of the kit detection, 200 samples were sequenced for verification. There were 188 cases of SNP rs2380128 genotype AA, 10 cases of AG genotype, and 2 cases of GG genotype; the AG and GG genotypes were all osteoporosis patients, so the detection accuracy of the kit reached 100%.
此试剂盒的价值在于只需要外周血而不需要其它组织样品,通过最精简和特异的扩增引物检测SNP位点,再通过SNP谱评价患者情况,不仅稳定,检测方便,且精确,大大提高疾病诊断的敏感性和特异性,因此将此试剂盒投入实践,可以帮助指导高危人群的筛检和更有效的个体化治疗。The value of this kit is that it only needs peripheral blood and no other tissue samples, detects SNP sites through the most streamlined and specific amplification primers, and then evaluates the patient’s condition through the SNP spectrum. It is not only stable, convenient, and accurate, greatly improving The sensitivity and specificity of disease diagnosis, so putting this kit into practice can help guide the screening of high-risk groups and more effective individualized treatment.
以上对本发明的具体实施例进行了详细描述,但其只作为范例,本发明并不限制于以上描述的具体实施例。对于本领域技术人员而言,任何对本发明进行的等同修改和替代也都在本发明的范畴之中。因此,在不脱离本发明的精神和范围下所作的均等变换和修改,都应涵盖在本发明的范围内。The specific embodiments of the present invention have been described in detail above, but they are only examples, and the present invention is not limited to the specific embodiments described above. For those skilled in the art, any equivalent modifications and substitutions to the present invention are also within the scope of the present invention. Therefore, equivalent changes and modifications made without departing from the spirit and scope of the present invention shall fall within the scope of the present invention.
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<110> 北京岳昊科技发展有限公司<110> Beijing Yuehao Technology Development Co., Ltd.
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