Zhou Bingyue, Yuan Jianlong, Liang Lijuan, Zhang Feng, Wang Yuping
College of Horticulture, Gansu Agricultural University, Lanzhou, 730070, China.
State Key Laboratory of Aridland Crop Science, College of Agronomy, Gansu Agricultural University, Lanzhou, 730070, China.
BMC Plant Biol. 2025 May 31;25(1):737. doi: 10.1186/s12870-025-06741-1.
As a multi-use cash crop, the yield and quality traits of potatoes are often affected by genotype × environment interactions (GEI). Understanding the influence of GEI on potato yield and quality across varying environmental conditions is crucial for selecting excellent varieties suitable for specific ecological regions.
Ten advanced potato lines and twenty-two cultivars were assessed at three pilot sites in Gansu Province, China over two successive years (2020-2021). Tuber yield, dry matter, starch, reducing sugar, carotenoid, vitamin C, pyridoxamine, thiamine, nicotinic acid, pyridoxal and pyridoxine were analyzed.
An analysis of variance (ANOVA) showed significant effects of GEI on all traits, with the greatest effects observed for vitamin C, reducing sugars, and carotenoids. AMMI, the additive main effects and multiplicative interaction (AMMI), and the genotype main effect plus genotype × environment interaction (GGE) biplot analysis revealed that G25 exhibited high yield, high dry matter content, and high carotenoid content in Weiyuan County. In Anding District, G18 showed high yield, high thiamine content, and low reducing sugar content. Meanwhile, G7 demonstrated superior performance with high yield, high carotenoid and thiamine contents, along with high pyridoxine content in Yongchang County. Genotype recommendations based on the mean values and stability of a single trait are partial and prejudiced, while selections based on multiple traits are desirable. Five ideal genotypes (G23, G26, G25, G24, and G16) were selected by multi-trait stability index (MTSI) in consideration of both the mean values and stability of yield and key quality traits.
Multi-environment trials revealed that GEI significantly affected vitamin C, reducing sugars, and carotenoids in potato. Five high-yielding and high-quality potato genotypes adapted to different ecological regions of Gansu Province were identified using MTSI analysis. This study provides references for the regional cultivation and quality breeding of potatoes.
作为一种多用途经济作物,马铃薯的产量和品质性状常受基因型×环境互作(GEI)影响。了解GEI在不同环境条件下对马铃薯产量和品质的影响,对于选择适合特定生态区域的优良品种至关重要。
连续两年(2020 - 2021年)在中国甘肃省的三个试验点对10个马铃薯新品系和22个品种进行了评估。分析了块茎产量、干物质、淀粉、还原糖、类胡萝卜素、维生素C、吡哆胺、硫胺素、烟酸、吡哆醛和吡哆醇。
方差分析(ANOVA)表明,GEI对所有性状均有显著影响,其中对维生素C、还原糖和类胡萝卜素的影响最大。加性主效应和乘积互作(AMMI)以及基因型主效应加基因型×环境互作(GGE)双标图分析表明,G25在渭源县表现出高产、高干物质含量和高类胡萝卜素含量。在安定区,G18表现出高产、高硫胺素含量和低还原糖含量。同时,G7在永昌县表现优异,具有高产、高类胡萝卜素和硫胺素含量以及高吡哆醇含量。基于单一性状的平均值和稳定性进行基因型推荐是片面和有偏见的,而基于多个性状的选择则是可取的。考虑到产量和关键品质性状的平均值和稳定性,通过多性状稳定性指数(MTSI)选择了5个理想基因型(G23、G26、G25、G24和G16)。
多环境试验表明,GEI对马铃薯中的维生素C、还原糖和类胡萝卜素有显著影响。利用MTSI分析确定了5个适应甘肃省不同生态区域的高产优质马铃薯基因型。本研究为马铃薯的区域栽培和品质育种提供了参考。