基于电子鼻和电子舌技术对杏种质资源品质性状的遗传多样性分析OA北大核心CSTPCD
Genetic diversity analysis of fruit quality traits using electronic nose and electronic tongue in apricot
[目的]探究杏香气、滋味等果实品质性状的遗传变异,筛选优异种质.[方法]利用电子鼻、电子舌以及高效液相色谱等技术对119份杏种质资源的果实品质进行评价.[结果]电子鼻的W5S、W1S、W1W和W2W等4个传感器对杏香气响应敏感;电子舌测定显示酸味和甜味是杏的主要滋味.相关性分析发现电子舌甜味值与可溶性固形物含量、糖组分含量呈显著正相关,与酸组分含量呈显著负相关.主成分分析显示前3个主成分分别代表杏的香气性状、果实滋味性状和酸组分含量性状.结合聚类分析与主成分分析,认为草滩梅杏等种质在多个果实品质特性方面表现优异.[结论]杏果实品质性状存在丰富的遗传变异;电子鼻和电子舌可以作为一种快速评价方法鉴定杏香气和滋味.
[Objective]For a long time,the evaluation of fresh apricot fruit quality has been limited to the limited traits with limited materials,while the evaluation methods are limited to chemical and instru-mental methods.The overall and rapid evaluation of apricot fruit quality traits from different groups is lacking.Therefore,we studied the genetic variation of aroma,taste and other fruit quality traits of a large population of apricot using rapid evaluation methods to select specific germplasm resources and provide theoretical basis for genetic improvement of fresh apricot.[Methods]In this study,119 sam-ples of apricot germplasm resources,which were sampled for two consecutive years,were used to mea-sure fruit weight,soluble solid content,fruit firmness,the components of soluble sugar and organic ac-ids,aroma and taste.The soluble sugars and organic acids were evaluated by High Performance Liquid Chromatography(HPLC).The aroma of apricot germplasm resources was evaluated by electronic nose technique(PEN3,AIRSENSE,Germany).The fruit taste of apricot was evaluated by electronic tongue technique(SA-402B,INSENT,Japan).The variation coefficient analysis,principal component analysis,correlation analysis and cluster analysis were carried out using Origin 2019 and SPSS 26 software.[Re-sults]The coefficients of variation(CV)of 11 phenotypic traits ranged from 15.81%to 91.23%.The traits included fruit weight(FW),soluble solid content(SSC),fruit firmness(F),soluble sugar contents including sucrose(SUC),glucose(GLU),fructose(FRU)and sorbitol(SOR)and organic acid compo-nents,including citric acid(CIT),malic acid(MAL),quinic acid(QUI)and shikimic acid(SHI).The CVof CIT content was the largest,and that of SSC was the smallest.The results of electronic nose mea-surement showed that the volatile substances of apricot germplasm resources were sensitive to W5S,W1S,W1W and W2W sensors,which indicated that the aroma substances of apricot mainly included sulfide,terpenes and alkanes.The results of electronic tongue determination of flavor substances in apri-cot germplasm resources showed that sour and sweet taste were the main tastes in apricot fruits.Through correlation analysis,it was found that firmness was significantly correlated with the content of sugar components,but not with the soluble solid content and the acid components content.The sweet-ness value was positively correlated with soluble solids content,GLU content,FRU content and SOR content,while negatively correlated with QUI,MAL and CIT content.Through principal component analysis(PCA),the contribution rate of the first 7 principal components reached 79.86%.The first prin-cipal component(PC1)represented the aroma characteristic of apricot,the second principal component(PC2)represented fruit taste related traits,and the third principal component(PC3)represented acid component content and fruit weight.The contribution rates of PC1,PC2 and PC3 were 28.36%,17.36%and 12.33%,separately,and the cumulative contribution ratio of them was 58.05%.According to the principal component score table of each apricot variety,the varieties with high PC1 score had higher aroma response value and special fragrance,and Caotanmeixing,Shizixing,Kezilang and Baisaimaiti belonged to this group.A high PC2 score indicated varieties with high firmness,high sugar content,high sweetness,high umami and low acidity,including Harlayne,Ribenxing,Soganci,Maolaxiao,Kezikeximixi etc.A high PC3 score indicated a high content of acid components and a small fruit weight,and Huaxianchibangzi,Yingtiao,Sundrop,Betinka and Wangshizhong belonged to this group.According to the cluster analysis,when the genetic distance was 60,the remaining varieties except Cao-tanmeixing could be divided into two groups:The first group mainly included North China varieties,and the second group included other ecological group varieties.When the genetic distance was 40,group Ⅰ was further divided into 2 subgroups.The group Ⅱ could be further divided into four sub-groups.Germplasm screening by comprehensive score of principal factors was an important method for objective evaluation on excellent germplasm resources.According to the proportion weight and contri-bution rate of different traits in each principal component,the score of each principal component and the comprehensive factor score of different varieties were calculated.Among 119 apricot germplasm re-sources,the top 10 germplasm materials were Caotanmeixing,Kumanti,Guantingerhuang,Tuohutiku-dayouxi,Mokeyouxi,Stela,Hacihaliloglu,Kezikeximixi,Kalayulüke and Soganci.[Conclusion]There are abundant genetic variations in apricot fruit quality traits such as aroma and taste.Electronic nose and electronic tongue can be used as a rapid evaluation method to identify aroma and taste characteris-tics of apricot.Eight excellent germplasm resources,including Caotanmeixing,Tuohutikudayouxi,Mokeyouxi,Stela,Hacihaliloglu,Kezikeximixi,Kalayulüke and Soganci,were selected to be used as parental materials for genetic improvement for fresh apricot.
马小雪;刘家成;王碧君;章秋平;赵海娟;张玉萍;徐铭;刘威生;刘硕;刘宁;张玉君
辽宁省果树科学研究所,辽宁熊岳 115009
园艺学与植物营养学
杏种质资源电子鼻电子舌多样性
ApricotGermplasm resourcesElectronic noseElectronic tongueGenetic diversity
《果树学报》 2024 (004)
625-637 / 13
辽宁省自然科学基金项目(2023-MS-044);辽宁省种质创新藏粮于技专项计划(2023020527-JH1/102-02);国家自然科学基金项目(31972365);国家园艺作物种质资源基础平台(NICGR2021-056)
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