Population Genetic Structure and Geometric Morphology of Codling Moth Populations from Different Management Systems

Author:

Balaško Martina KadoićORCID,Bažok RenataORCID,Mikac Katarina M.ORCID,Benítez Hugo A.ORCID,Suazo Manuel J.,Viana João Paulo Gomes,Lemic DarijaORCID,Živković Ivana PajačORCID

Abstract

Codling moth (CM), Cydia pomonella L., is an important pest of apples worldwide. CM resistance to insecticides is a serious problem in apple production. For effective management and control, monitoring of resistant CM populations is absolutely necessary. Therefore, in this study, we investigated whether it is possible to find a reliable pattern of differences in CM populations related to the type of apple control method. The genetic results showed low estimated value of the pairwise fixation index, FST = 0.021, which indicates a lack of genetic differentiation and structuring between the genotyped populations. Different approaches were used to analyze the genetic structure of codling moth populations: Bayesian-based model of population structure (STRUCTURE), principal component analysis (PCA), and discriminant analysis of principal components (DAPC). STRUCTURE grouped the CM genotypes into two distinct clusters, and the results of PCA were consistent with this. The DAPC revealed three distinct groups. However, the results showed that population genetic differentiation between organic and integrated orchards was not significant. To confirm the genetic results, the forewing morphology of the same CM individuals was examined using geometric morphometric techniques based on the venation patterns of 18 landmarks. The geometric results showed higher sensitivity and separated three distinct groups. Geometric morphometrics was shown to be a more sensitive method to detect variability in genotypes due to pest control management. This study shows the possibility of using a novel method for a strategic integrated pest management (IPM) program for CM that is lacking in Europe.

Funder

Croatian Science Foundation

Publisher

MDPI AG

Subject

Agronomy and Crop Science

Reference96 articles.

1. Integrirana Zaštita Voćaka i Vinove Loze;Ciglar,1998

2. Suzbijanje jabukovog savijača (Cydia pomonella) metodom konfuztje;Ciglar;Agron. Glas. Glas. Hrvat. Agron. Društva,2000

3. Genetic architecture in codling moth populations: comparison between microsatellite and insecticide resistance markers

4. Comparing the genetic structure of codling mothCydia pomonella(L.) from Greece and France: long distance gene-flow in a sedentary pest species

5. FAO STAT http://www.fao.org/faostat/en/#data/QC/visualize

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3