基于Real-time PCR法检测乳粉中牛源性成分定量研究

基于Real-timePCR建立了乳粉中牛源性成分相对定量检测方法,并对牛的特异性引物与探针进行了特异性、灵敏度和稳定性测试。通过模拟不同浓度牛乳粉与马乳粉混合样本,根据其△Ct值的函数关系进行线性拟合进而绘制标准曲线,建立乳粉中牛源性成分的相对定量检测。结果显示,该方法的最低检测限为0.00001 mg/mL,回收率为91.11%~119.2%,组间变异系数≤0.58%、组内变异系数≤1.44%。说明该方法在特异性与稳定性上适用于乳粉中牛源性成分及含量的掺假检测。

一种基于real-time PCR技术的TTV检测方法的建立及应用

目的:本研究旨在开发一种具有更高灵敏度和特异性的TTV检测技术,为揭示TTV在多种疾病过程中的作用提供重要的技术支持。方法:为了更精确、灵敏的检测TTV,本研究分析了目前公布的所有亚型的TTV基因序列,在此基础上建立了一种基于UTR区域的real-time PCR检测方法,并与文献报道应用较为广泛的PCR检测方法进行了对比。结果:本研究建立的方法在1×10^(7)~1×10^(1) copies/μL标准品浓度范围内具有良好的线性关系,相关系数为1.000,斜率为-3.446,检测下限为1×10^(1) copies/μL。重复性试验结果显示,组内变异系数为7.22%,表明本方法重复性、稳定性较强。针对30份临床样本,使用本研究建立的real-time PCR检测方法及目前被多个研究所使用的4套引物进行对比。结果表明,本研究所建立的方法灵敏度显著高于文献中报道的4种方法(P<0.01);Sanger测序结果表明,本方法检测出的30份阳性样本均为TTV,检测特异性为100%。结论:本研究采用基于TaqMan探针的real-time PCR检测方法,检测灵敏性高、覆盖基因型范围广,尤其对于TTV病毒载量较低的情况下能够进行定量检测,对于TTV病毒的致病性及作为免疫标志物的应用提供重要的技术支持。

24重荧光real-time PCR技术在食物中毒快速检测中的应用

目的:应用24重荧光real-time PCR检测技术快速筛检食物中毒病原菌,结合国家标准中的培养法探讨24重荧光real-time PCR检测技术符合性和应用价值。方法:采用高灵敏度、高特异性的24重荧光real-time PCR检测技术作为中毒病原菌的初筛方法,国标方法进行细菌分离培养,并对分离出的病原菌进行生化鉴定。结果:5份食物中毒患者肛拭子在增菌前检出4份霍乱弧菌核酸(非O1/非O139群,24重荧光real-time PCR),9份患者肛拭子在增菌后检出5株霍乱弧菌(非O1/非O139群,国标培养法),其中包含4份PCR技术初筛阳性样品,两个方法的符合率为80%。所有样本均未检出沙门氏菌、志贺菌、副溶血性弧菌、致泻性大肠埃希菌以及金黄色葡萄球菌。结论:应用24重荧光real-time PCR检测技术同时检测24种常见致病病原菌,能高效锁定中毒病原菌。将其与国标培养法相结合,对临床治疗和食物中毒快速处置能起到积极作用,值得应用和推广。

基于病菌孢子捕捉和real-time PCR技术的田间空气中小麦白粉病菌孢子动态监测及病情估计模型研究

利用Burkard定容式孢子捕捉器结合real-time PCR定量技术,分别对种植高抗、中感和高感白粉病小麦品种的田间空气中白粉病菌分生孢子浓度进行监测,结果表明,real-time PCR定量与传统的显微观察计数两种方法测得的孢子浓度呈显著正相关(P≤0.01),且两种病菌孢子计数方法在同一抗性品种上监测到的孢子浓度动态相近。此外,两种方法测得的孢子浓度与各气象因子的相关性分析结果一致,空气中的白粉病菌孢子浓度主要与空气相对湿度显著正相关。在此基础上,利用两种方法测定的田间空气中白粉病菌孢子浓度分别建立了基于累积孢子浓度的田间病情估计模型。分析发现,基于两种孢子浓度测定方法建立的病情估计模型间无显著性差异,表明real-time PCR定量技术测定的孢子浓度在构建白粉病病情估计模型上具有一定可行性。该结果为real-time PCR定量技术与病菌孢子捕捉技术相结合用于小麦白粉病的监测和预测提供理论依据。

肉中猪源性成分Real-time PCR定量检测技术

【目的】建立一种快速、准确的肉中猪源性成分定量检测方法。【方法】首先从GenBank数据库中筛选猪特异性的微卫星DNA,根据微卫星DNA核酸序列设计引物,对常见10种动物基因组DNA进行PCR扩增,通过有无扩增产物判断筛选的微卫星DNA对猪源性成分的特异性。然后根据微卫星DNA核酸序列,设计特异性引物和探针,建立猪源性成分Real-time PCR检测方法,采用双标准曲线分别对猪源性成分和总动物源性成分进行定量,计算猪源性成分的百分含量。【结果】筛选到猪特异性微卫星DNA(Accession EF172428),根据其序列设计的引物SEQ-sus2-F/R只能从猪基因组DNA中扩增出目的条带,其他动物的基因组均无目的条带扩增。建立的Real-time PCR检测方法灵敏度为0.02 ng/25μL反应体系。该方法能够准确检测出混合DNA样品中猪源性成分和混合肉样品中猪源性成分,百分误差分别约为1.32%和1.06%-7.12%。【结论】本研究利用Real-time PCR技术建立的定量猪源性成分的检测方法可以用来检测猪源性成分在混合样品中的百分含量。

Identifying the stability of housekeeping genes to be used for the quantitative real-time PCR normalization in retinal tissue of streptozotocin-induced diabetic rats

AIM:To investigate the stability of the seven housekeeping genes:beta-actin(ActB),glyceraldehyde-3-phosphate dehydrogenase(GAPDH),18s ribosomal unit 5(18s),cyclophilin A(CycA),hypoxanthine-guanine phosphoribosyl transferase(HPRT),ribosomal protein large P0(36B4)and terminal uridylyl transferase 1(U6)in the diabetic retinal tissue of rat model.METHODS:The expression of these seven genes in rat retinal tissues was determined using real-time quantitative reverse transcription polymerase chain reaction(RT-qPCR)in two groups;normal control rats and streptozotocininduced diabetic rats.The stability analysis of gene expression was investigated using geNorm,NormFinder,BestKeeper,and comparative delta-Ct(ΔCt)algorithms.RESULTS:The 36B4 gene was stably expressed in the retinal tissues of normal control animals;however,it was less stable in diabetic retinas.The 18s gene was expressed consistently in both normal control and diabetic rats’retinal tissue.That this gene was the best reference for data normalisation in RT-qPCR studies that used the retinal tissue of streptozotocin-induced diabetic rats.Furthermore,there was no ideal gene stably expressed for use in all experimental settings.CONCLUSION:Identifying relevant genes is a need for achieving RT-qPCR validity and reliability and must be appropriately achieved based on a specific experimental setting.

多主棒孢SdhB-H278Y突变位点real-time PCR检测体系的建立与应用

根据GenBank已登录序列中黄瓜多主棒孢琥珀酸脱氢酶B亚基(SdhB)基因序列差异,针对SdhB-H278Y突变设计特异性引物,建立SdhB-H278Y突变实时荧光定量PCR(real-time PCR)检测体系。结果表明:供试多主棒孢携带SdhBH278Y、SdhB-I280V突变;SdhB-H278Y突变株对啶酰菌胺抗性较强,EC50值为21.47μg·mL^(-1)或>30μg·mL^(-1);建立的real-time PCR检测体系具有良好的线性关系,相关系数R2=0.9929,可特异性检测SdhB-H278Y突变,灵敏度为3.6×10^(-4) ng·μL^(-1),为AS-PCR的10倍。利用携带SdhB-H278Y突变不同比例的基因组DNA对检测体系进行验证,预期值与检测值具有很高的相关性,R^(2)=0.9997;利用该检测体系对山东地区黄瓜棒孢叶斑病病斑中多主棒孢SdhB-H278Y突变株所占比例进行检测,检测结果为0.12%~2.69%。综上,本试验建立的real-time PCR检测体系高效、灵敏、定量,可用于多主棒孢SdhB-H278Y突变的检测,为黄瓜棒孢叶斑病抗性治理提供技术支持。

羊肉中貉源成分Real-time PCR检测方法的建立

[目的]检测羊肉中是否含有貉肉成分。[方法]通过实时荧光定量PCR方法,以cytB为靶基因设计特异性检测引物,选取8个不同物种的肌肉组织样本为研究对象,根据其ΔCt值函数关系进行线性拟合建立标准曲线。[结果]该检测方法所用引物能将貉与其他物种区分,特异性较强,且最低检测限可达到3.2 pg/μL,回收率在97.71%~104.36%,组内变异系数≤0.28%,组间变异系数≤1.08%。[结论]该研究建立的羊肉中貉肉源成分实时荧光定量检测方法具有良好的特异性和敏感性,可用该方法检测实际羊肉样品中是否有貉肉源成分,为羊肉制品掺假的检测提供简单快捷准确的技术手段和执法依据。

猪NLRP3基因Real-time PCR检测方法的建立及应用

根据NCBI NLRP3 cds(NM-001256770)序列设计1对特异性引物,构建标准品质粒pMD18T-NLRP3-189。通过反应条件优化、稳定性、敏感性等试验,成功建立了NLRP3的SYBR GreenⅠreal-time PCR检测方法,用该方法定量检测猪肺炎支原体(Mycoplasma hyopneumoniae,Mhp)感染后的猪肺组织中NLRP3表达水平。最佳引物浓度为0.15μmol/L,建立的标准曲线方程为y=-3.5196x+36.968,E值为0.96,最低检测量为84个拷贝,熔解曲线有单一峰,批内变异系数CV为0.067%~0.184%,批间变异系数为0.221%~0.594%,重复性好。该方法检测仔猪在感染Mhp后肺组织中的NLRP3 mRNA表达水平,感染组与健康组相比差异显著(P<0.01),NLRP3表达水平明显增高,在感染后14 d可达到高峰,平均mRNA拷贝数达18000左右,可持续42 d。表明该检测方法稳定性良好,精确度高,特异性强,为进一步研究猪炎症小体NLRP3的激活及其相关炎症反应机制提供了技术支持。

A multiplex real-time PCR assay for simultaneous detection of classical swine fever virus,African swine fever virus,and atypical porcine pestivirus

With the implementation of the C-strain vaccine,classical swine fever(CSF) has been under control in China,which is currently in a chronic atypical epidemic situation.African swine fever(ASF) emerged in China in 2018 and spread quickly across the country.It is presently occurring sporadically due to the lack of commercial vaccines and farmers’ increased awareness of biosafety.Atypical porcine pestivirus(APPV) was first detected in Guangdong Province,China,in 2016,which mainly harms piglets and has a local epidemic situation in southern China.These three diseases have similar clinical symptoms in pig herds,which cause considerable losses to the pig industry.They are difficult to be distinguished only by clinical diagnosis.Therefore,developing an early and accurate simultaneous detection and differential diagnosis of the diseases induced by these viruses is essential.In this study,three pairs of specific primers and Taq-man probes were designed from highly conserved genomic regions of CSFV(5’ UTR),African swine fever virus(ASFV)(B646L),and APPV(5’ UTR),followed by the optimization of reaction conditions to establish a multiplex real-time PCR detection assay.The results showed that the method did not cross-react with other swine pathogens(porcine circovirus type 2(PCV2),porcine reproductive and respiratory syndrome virus(PRRSV),foot-and-mouth disease virus(FMDV),pseudorabies virus(PRV),porcine parvovirus(PPV),and bovine viral diarrhea virus BVDV).The sensitivity results showed that CSFV,ASFV,and APPV could be detected as low as 1 copy μL–1;the repeatability results showed that the intra-assay and interassay coefficient of variation of ASFV,CSFV,and APPV was less than 1%.Twenty-two virus samples were detected by the multiplex real-time PCR,compared with national standard diagnostic and patented method assay for CSF(GB/T 27540–2011),ASF(GB/T 18648–2020),and APPV(CN108611442A),respectively.The sensitivity of this triple real-time PCR for CSFV,ASFV,and APPV was almost the same,and the compliance results were the same(100%).A total of 451 clinical samples were detected,and the results showed that the positive rates of CSFV,ASFV,and APPV were 0.22% (1/451),1.3%(6/451),and 0%(0/451),respectively.This assay provides a valuale tool for rapid detection and accurate diagnosis of CSFV,ASFV,and APPV.

Evaluation of Reference Genes for Quantitative Real-Time PCR Analysis in Manila Clam Ruditapes philippinarum Under Hypoxic Stress

Quantitative real-time PCR(qRT-PCR)has been widely used for gene expression analysis,and selection of reference genes is a key point to obtain accurate results.To find out optimal reference genes for qRT-PCR in Manila clam Ruditapes philippinarum in response to hypoxia,different tissues were used and compared to evaluate the stability of candidate reference genes under low oxygen stress(DO 0.5mgL^(−1) and DO 2.0mgL^(−1))and normal condition(DO 7.5mgL^(−1)).Seven candidate reference genes were selected to evaluate the stability of their expression levels.The reference genes were evaluated by Delta Ct,BestKeeper,NormFinder and geNorm,and then screened by RefFinder calculation.Under hypoxic stress of 0.5mgL^(−1),the most suitable reference gene for gill and hepatopancreas was RPL31,and the optimal reference genes for axe foot and adductor muscle were TUB and HIS,respectively.For hypoxic stress of 2.0mgL^(−1),the most stable reference gene for gill and hepatopancreas was RPL31,and the optimal reference genes for axe foot and adductor muscle were RPS23 and EF1A,respectively.At the normal condition,HIS and EF1A were identified as the optimal internal reference genes in gill and hepatopancreas respectively,and GFRP2 was the best internal reference gene for axe foot and adductor muscle.The present findings will provide important basis for the selection of reference genes for qRT-PCR analysis of gene expression level in bivalves under hypoxic stress,which might be helpful for the analysis of other molluscs too.

Molecular diagnosis and direct quantification of cereal cyst nematode(Heterodera filipjevi) from field soil using TaqMan real-time PCR

Heterodera filipjevi continues to be a major threat to wheat production worldwide.Rapid detection and quantification of cyst nematodes are essential for more effective control against this nematode disease.In the present study,a TaqManminor groove binder(TaqMan-MGB)probe-based fluorescence quantitative real-time PCR(qPCR)was successfully developed and used for quantifying H.filipjevi from DNA extracts of soil.The primers and probe designed from the obtained RAPD-SCAR marker fragments of H.filipjevi showed high specificity to H.filipjevi using DNA from isolatesconfirmed species of 23 Heterodera spp.,1 Globodera spp.and 3 Pratylenchus spp.The qPCR assay is highly sensitive and provides improved H.filipjevi detection sensitivity of as low as 4^(-3) single second-stage juvenile(J2)DNAs,10^(-3) female DNAs,and 0.01μgμL^(-1) genomic DNAs.A standard curve relating to the threshold cycle and log values of nematode numbers was generated and validated from artificially infested soils and was used to quantify H.filipjevi in naturally infested field soils.There was a high correlation between the H.filipjevi numbers estimated from 32 naturally infested field soils by both conventional methods and the numbers quantified using the qPCR assay.qPCR potentially provides a useful platform for the efficient detection and quantification of H.filipjevi directly from field soils and to quantify this species directly from DNA extracts of field soils.

Establishment and Comparison of Two Taq Man Real-time PCR Methods for PCV2

[Objective] In this study, the quantitive detection of PCV2 （porcine circovirus type 2） in vitro was achieved. We aimed to establish two kinds of TaqMan real-time PCR methods based on PCV20RF1 and ORF2 respectively and compare them. [Method] According to the relatively＇conserved sequences of PCV20RF1 and ORF2 registered in GenBank, two pairs of specific primers and TaqMan probes were designed and synthesized. Then the recombinant plasmids containing the whole sequences of PCV20RF1 and ORF2 were constructed to draw the standard curves through optimizing the reaction system and conditions. And thus two kinds of TaqMan real-time PCR detection methods based on the whole sequences of ORF1 and ORF2 respectively were constructed for PCV2. [Result] For the two established standard curves, the Ct values showed a good linear relationship with the loga- rithms of copy numbers of templates （F2〉0.99）. The amplification efficiency ranged from 90% to 110%. The amplifications all had a good repeatability with variation coefficients within groups all less than 5%. Moreover, the amplifications all had a good specificity. When the sequences of porcine parvovirus （PPV）, porcine circovirus type 1 （PCV1）, swine pseudorabies virus （PRV）, porcine reproductive and respiratory syndrome virus （PRRSV） were used as templates, the target sequence was not amplified. The amplifications also had a high sensitivity. The ORF1 detection method could reach 1.0x10T copies/;ul, and the ORF2 detection method could reach 1.0×10^2 copies/μl. The two established real-time PCR detection methods were used to detect the 80 clinical samples respectively. The results showed the magnitudes of 72 amplified samples were basically consistent between the 2 detection methods, while the magnitudes of the other 8 amplified samples were inconsistent. Then the 8 samples were detected with SYBR Green I real-time PCR method established based on the sequence of PCV2-1ike factor P1 by Wen et aL The PCV2-1ike factor P1 was amplified in all the 8 samples, indicating the 8 samples were all infected with PCV2-1ike factor P1. [Conclusion] The ORFl-based detection method has a higher accuracy, and it can be used for the rapid detection of PCV2.

粪便标本溶组织内阿米巴原虫Real-Time PCR检测方法的建立及初步评价

为建立粪便标本溶组织内阿米巴原虫Real-Time PCR检测方法,并评价该方法在临床粪便标本检测中的应用价值,本文基于溶组织内阿米巴原虫小亚基核糖体RNA(SSU rRNA)基因序列设计了特异性引物并使用Real-Time PCR方法对溶组织内阿米巴原虫标准株DNA进行扩增,以建立溶组织内阿米巴原虫感染的Real-Time PCR技术。同时收集临床腹泻病人粪便标本221例并分别采用镜检法、Real-Time PCR法和ELISA原虫抗原检测法进行监测,以临床诊断结果为标准,分析3种方法的特异性、敏感性等检测性能。结果表明,本文建立的Real-Time PCR溶组织内阿米巴原虫检测方法特异性好,最低检测限为0.5 fg/μL,可用于临床腹泻患者粪便标本溶组织内阿米巴原虫检测。相对而言,Real-Time PCR方法特异性和敏感性均优于镜检法和ELISA原虫抗原检测法。

Development of TaqMan-based Real-time PCR Assay for Detecting Transmissible Gastroenteritis Virus and Its Application in Vaccine Evaluation

[Objective] This study aimed to establish a TaqMan-based real-time PCR assay for detecting transmissible gastroenteritis virus （TGEV）. [Method] Primers and a probe were designed according to the conserved sequence of N gene in TGEV genome. After gradient dilution, the recombinant plasmid harboring the N gene was used as a standard for real-time PCR assay to establish the standard curve. [Re- sult] The results showed that the established real-time PCR assay exhibited a good linear relationship within the range of 102-10^10 copies/ul; the correlation coefficient was above 0.99 and the amplification efficiency ranged from 90% to 110%. The de- tection limit of real-time PCR assay for TGEV was 10 copies/μl, suggesting a high sensitivity; there was no cross reaction with other porcine viruses, indicating a good specificity; coefficients of variation within and among batches were lower than 3%, suggesting a good repeatability. The established real-time PCR method could be ap- plied in quantitative analysis and evaluation of the immune efficacy of TGEV vac- cines and detection of TGEV in clinical samples. [Conclusion] The TaqMan-based real-time PCR assay established in this study is highly sensitive and specific, which can provide technical means for the epidemiological survey of TGEV, development of TGEV vaccines and investigation of the pathogenesis of TGE.

Real-Time PCR Technique and Its Application in Quantification of Plant Nucleic Acid Molecules

Real-time PCR is a closed DNA amplification system that skillfully integrates biochemical, photoelectric and computer techniques. Fluorescence data acquired once per cycle provides rapid absolute quantification of initial template copy numbers as PCR products are generated. This technique significantly simplifies and accelerates the process of producing reproducible quantification of nucleic acid molecules. It not only is a sensitive, accurate and rapid quantitative method, but it also provides an easier way to calculate the absolute starting copy number of nucleic acid molecules to be tested. Together with molecular bio-techniques, like microarray, real-time PCR will play a very important role in many aspects of molecular life science such as functional gene analysis and disease molecular diagnostics. This review introduces the detailed principles and application of the real-time PCR technique, describes a recently developed system for exact quantification of AUX/IAA genes In Arabidopsis, and discusses the problems with the real-time PCR process.

Establishment and Application of a Real-time PCR Method for Detecting stx2 Gene in Shiga Toxin-producing Escherichia coli(STEC)

[Objective] This study aimed to establish a real-time PCR method for de- tecting stx2 gene in Shiga toxin-producing E. coli （STEC）. [Method] According to the known STEC stx2 gene sequences published in GenBank, PCR primers and probes were designed based on the conserved region to construct recombinant plasmid as a positive template, thus optimizing the reaction conditions and establishing the real- time PCR method. [Result] A standard curve was established based on the opti- mized real-time PCR system, indicting a good linear correlation between the initial template concentration and Ct value, with the correlation coefficient F^e of above 0.995. The established method had a good specificity, without non-specific amplifica- tion for 10 non-STEC intestinal bacterial strains; the detection limit of initial template was 1.0x102 copies/μI, indicating a high sensitivity; furthermore, the coefficients of variation within and among batches were lower than 1% and 5% respectively, sug- gesting a good repeatability. [Conclusion] In this study, a real-time PCR method was successfully established for detecting STEC stx2 gene, which provided technical means for rapid detection of STEC in samples.

病原真菌real-time PCR检测对非中性粒细胞缺乏的老年患者肺部真菌病的诊断价值

目的 评估本实验室设计的肺部常见病原真菌real-time PCR检测支气管肺泡灌洗液(bronchoalveolar lavage fluid,BALF)标本对非中性粒细胞缺乏的老年人群肺部真菌病的诊断价值。方法 回顾性纳入2020年至2021年间于北京大学第一医院就诊的怀疑肺部感染的294名非中性粒细胞缺乏老年患者,采用real-time PCR检测其BALF标本中的病原真菌;根据宿主因素、临床表现和真菌学检查进行诊断分类,27名患者符合确诊或临床诊断的肺部侵袭真菌病,其中7例(25.6%)为多种真菌合并感染,6名患者诊断慢性肺曲霉病。结果 曲霉PCR Ct值受试者工作特征曲线下面积为0.936(95%置信区间0.865~1.000),最佳cut-off值为34.8,对肺曲霉病的诊断灵敏度和特异度分别为95.7%和92.1%。耶氏肺孢子菌PCR以Ct值37.1为cut-off值,诊断耶氏肺孢子菌肺炎灵敏度和特异度分别为94.7%和99.7%。隐球菌和毛霉PCR以Ct值35.0为cut-off值,在肺隐球菌病和肺毛霉病中阳性率分别为50%(2/4)和100%(1/1)。病原真菌real-time PCR确定cut-off值后,以PCR检出的真菌与肺部真菌病的致病真菌一致作为阳性,灵敏度、特异度、阳性预测值和阴性预测值分别为86.5%(32/37)、91.0%(253/278)、56.1%(32/57)和98.1%(253/258),总符合率为90.5%(285/315)。结论本研究团队开发的病原真菌real-time PCR体系覆盖常见肺部致病真菌,初步探索了其在BALF标本中的cut-off值,证实该方法在非中性粒细胞缺乏老年患者的肺部真菌病中具有良好的诊断价值。

寨卡病毒SYBR GreenⅠreal-time PCR方法的建立及应用

为建立一种针对寨卡病毒的快速诊断方法,本研究根据寨卡病毒的3’端保守基因序列,设计合成1对引物,建立了检测寨卡病毒的荧光定量PCR方法。结果显示:所建立的检测方法的Ct值与标准品在1.41×10^1~1.41×10^10^ copies/μL具有良好的线性关系,相关性为1,斜率为-3.502;灵敏性结果显示,该方法的检测限度为1.41×10^1 copies/μL,是普通PCR的10000倍;特异性结果显示,对CHIKV、DENV和JEV无特异性扩增,特异性强;重复性试验结果显示,组内和组间变异系数均小于1%,重复性好。本研究建立的SYBR Green I real-time PCR检测方法,可用于寨卡病毒感染的快速诊断。

应用real-time PCR定量检测果园葡萄霜霉病菌潜伏侵染

为明确葡萄霜霉病菌潜伏侵染阶段的菌量与病害发生的关系,本研究对贺兰山东麓宁夏立兰酒庄酿酒葡萄园3个试验样地进行采样调查,分析3个样地检测的分子病情指数(MDI)与果园田间调查的病情指数(DI)的相关性。结果表明,宁夏立兰酒庄酿酒葡萄园3个样地的MDI和DI呈极显著相关,3个样地的MDI均与采样后15 d的DI拟合性最高;当MDI值为0.0035~0.1841时,采样后12 d葡萄霜霉病在果园零星发生。MDI大于0.0035时,可作为当地酿酒葡萄霜霉病防治预警指标。