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Genome wide association analysis reveals multiple QTLs controlling root development in maize 
Huairen Zhang, Tauseef Taj Kiani, Huabang Chen, Juan Liu, Xunji Chen
2025, 24 (5): 1656-1670.   DOI: 10.1016/j.jia.2023.10.040
Abstract59)      PDF in ScienceDirect      

Maize root system plays a crucial role in the development of the aboveground plant and determines the yield through the uptake of water and nutrients in the field.  However, the genetic architecture of the maize root system is largely unknown mainly due to its complexity and the interactions between genotype and environment.  Using a high-throughput semi-automatic hydroponic platform with stable conditions, we comprehensively characterized the root system in a core population of 518 diverse inbred lines of maize.  Population structure analysis revealed that the panel has stratification and a linkage disequilibrium decay distance of less than 50 kb.  Based on genotyping with the high-density 600 K SNPs, we conducted a genome wide association analysis (GWAS) and identified nine SNPs and seven candidate genes significantly associated with 24 traits.  One candidate gene, GRMZM2G400533, is located at the upstream 5 kb region from the leading SNP (AX-91771718) and was significantly associated with primary root length and preferentially expressed in the primary root and crown root.  Expression of GRMZM2G400533 increased as the primary root developed but was negatively correlated with primary root elongation.  An analysis of candidate gene GRMZM2G400533 identified three functional variants and eight allelic haplotypes.  This study will broaden our understanding of maize root development and provide a theoretical basis for maize improvement through optimization of the root system.

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Pig farmers’ willingness to recover their production under COVID-19 pandemic shock in China-Empirical evidence from a farm survey
ZHUO Ni, JI Chen, DING Jing-yu
2020, 19 (12): 2891-2902.   DOI: 10.1016/S2095-3119(20)63411-6
Abstract82)      PDF in ScienceDirect      
Pig farmers’ willingness to recover production under the COVID-19 pandemic shock is significant to recover live pigs’ supply in China in 2020.  Increasing farmers’ willingness to recover pig production contributes to enhance pig supply, stabilize the pig and pork market, and to improve pig farmers’ income.  This research studies the determinants of pig farmers’ willingness to recover production under COVID-19 pandemic shock by applying survey data of 201 farmers in Huai’an City and Lin’an City and a logit regression model.  The estimation results show that a farmer’s risk perception, the duration time of a farmer’s feed supply under COVID-19 pandemic shock, whether or not being a cooperative member, and a farmer’s knowledge on government’s policy designed to encourage pig production, a farmer’s education level and production experience are the key determinants to a farmer’s willingness to recover pig production.  Thus, it’s important for policymakers to solve the problems for farmers to get access to feed during the pandemic, to encourage the development of cooperatives, as well as to issue and advocate policies to encourage pig production.  The study contributes to the scant literature by providing fresh empirical evidences on determinants of farmers’ willingness to recover pig production.  It has significance to farmers and governments to enhance farmers’ willingness to recover production, which contributes to secure pig supply in China after the COVID-19 pandemic.
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Determinants of cooperative pig farmers' safe production behaviour in China – Evidences from perspective of cooperatives' services
JI Chen, CHEN Qin, Jacques Trienekens, WANG Hai-tao
2018, 17 (10): 2345-2355.   DOI: 10.1016/S2095-3119(18)62058-1
Abstract346)      PDF in ScienceDirect      
Farmers’ production behaviour is a key to ensuring the safety and quality of their final products, and cooperatives play an important role in shaping that behaviour.  This paper aims to explore the determinants of pig farmers' safe production behaviour, giving special focus from the perspective of cooperatives’ services.  This study adopted cross sectional survey data from 27 pig cooperatives and their 540 farmers in China to test the influence of cooperatives’ services on farmers’ safe production behaviour.  The hypotheses were tested using a logit regression model.  The findings indicated that although the number of services is not a key determinant of farmers’ safe production behaviour, service quality matters.  When a cooperative is strongly capable of involving more farmers in certain services, and provides certain services in more frequency, member farmers behave more safely.  The results also show that veterinarian and pig-selling services play an important role in ensuring farmers’ safe production behaviour.  For this study, the quality of cooperatives’ services is implied to have a positive impact on farmers’ safe production behaviour.  Leaders/managers of cooperatives must try to improve the quality of their services instead of merely attempting to provide a large number of services.  For government officials and policy makers, designing policies that encourage cooperatives to improve their service quality is important.  This research contributes to the scant literature on how cooperative services could help farmers engage in safer production behaviour, which would improve the safety of pork products in the future.
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Application of an endogenous pGhαGloA promoter in CRISPR/Cas12a system for efficient genome editing to creat glandless cotton germplasm
Chenyu Li, Zumuremu Tuerxun, Yang Yang, Xiaorong Li, Fengjiao Hui, Juan Li, Zhigang Liu, Guo Chen, Darun Cai, Hui Zhang, Xunji Chen, Shuangxia Jin, Bo Li
DOI: 10.1016/j.jia.2024.09.011 Online: 23 September 2024
Abstract16)      PDF in ScienceDirect      

The efficient genome editing tool (the CRISPR/Cas12a system) has been used in research on plant functionional genomics and improvement of agronomic traits.  In this study, CRISPR/Cas12a system was optimized by using the endogenous pGhαGloA promoter in cotton.  Using this system, crRNAs was driven by the Pol II pGhaGloA promoter to construct the pGhRBE3-pGhαGloA-GhPGF vector and carry out genetic transformation.  The vector could work efficiently in all positive transgenic plants and the editing efficiency at the crRNA1 target site was up to 93.37%, and the editing efficiency of the crRNA2 target was up to 88.24%, which is significantly higher in editing efficiency of the pGhRBE3 system with Pol III promoter-Ubi 6.7 promoter, this result indicates that the Pol II promoter is more suitable for expressing multiple sgRNA or crRNA than the pol III promoter in cotton.  The vector mainly generated the editing type of fragment deletion and the deletion size was in the range of 3-12 bp with the editing sites spanning at the 14th to 29th bases downstream of the protospacer adjacent motif (PAM).  All the targeted mutation loci were stably inherited from T0 to T2 generation and three transgene-free lines with target site mutations of GhPGF gene were obtained and these glandless and gossypol-free/(low contents) cotton germplasm will play key role for healthy cottonseeds oil/cake production.  Therefore, the CRISPR/Cas12a system driven by the pGhαGloA promoter can efficiently edit target genes in cotton, which provides a powerful tool for cotton functionional genomics and genetic improvement.

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