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Responses of rice qualities to temperature and light in three different ecological environments in karst regions 喀斯特地区三种不同生态环境中水稻品质对温度和光照的反应
IF 3.9 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-07-01 DOI: 10.1016/j.jcs.2024.103984

Rice cultivation in Karst regions shows significant variations in both yield and quality due to temperature and light. Herein, 241 varieties including 198 indica rice and 43 japonica rice were planted in three ecological regions to investigate responses of rice qualities to meteorological factors. Results showed that in regions with higher average temperature (25.43 °C) and less daily sunshine hour (2.53 h/day), the appearance qualities (chalkiness degree, chalkiness rate and size) and processing qualities (brown rice percentage, head rice and milled rice percentages) were significantly reduced (p < 0.05). A total of 723 samples in three ecological environments were grouped into 4 clusters, arranged in descending order of cluster scores. In high-scoring cluster, the processing quality, appearance quality, protein content, hot paste viscosity, consistence viscosity, and setback viscosity were negatively correlated with temperatures (average temperature, temperature difference, effective accumulated temperature, maximum and minimum temperatures) from heading to mature stages, but positively correlated with sunshine hours. Apparent amylose contents were negatively correlated with temperatures but not significantly correlated with sunshine hours. In low-scoring cluster, only the processing quality had significant correlations with meteorological factors. These findings revealed the interaction between temperature and light for the formation of rice quality.

在喀斯特地区种植水稻,由于温度和光照的影响,产量和品质都会出现显著变化。本文在三个生态区种植了 241 个品种,包括 198 个籼稻品种和 43 个粳稻品种,以研究水稻品质对气象因素的响应。结果表明,在平均气温较高(25.43 °C)和日照时数较少(2.53 小时/天)的地区,稻米的外观品质(垩白度、垩白率和米粒大小)和加工品质(糙米率、头米率和碾米率)显著降低(p <0.05)。将三种生态环境中的 723 个样品分成 4 个群组,按群组得分从高到低排列。在高分聚类中,加工品质、外观品质、蛋白质含量、热糊化粘度、稠度粘度和倒伏粘度与从穗期到成熟期的温度(平均温度、温差、有效积温、最高温度和最低温度)呈负相关,但与日照时数呈正相关。表观直链淀粉含量与温度呈负相关,但与日照时数无显著相关。在低分群中,只有加工质量与气象因素有显著相关性。这些发现揭示了温度和光照对稻米品质形成的相互作用。
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引用次数: 0
The combined effect of acid and mild heat treatment on the shelf-life and quality of fresh wet noodles 酸和低温热处理对新鲜湿面条保质期和质量的综合影响
IF 3.9 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-07-01 DOI: 10.1016/j.jcs.2024.103980
Qi-Xi Tan , Xiao-Na Guo , Ke-Xue Zhu

In this research, changes in microbial shelf-life and quality characteristics of fresh wet noodles (FWNs) were analyzed under acid and different mild heat treatment conditions. Acid combined with heat treatment at 50 °C for 30 min extended the shelf-life of FWNs by 30–40 d and effectively delayed the color deterioration of FWNs. The water absorption of FWNs was reduced by the mild heat treatment. Meanwhile, the cooking loss of the noodles and hardness significantly (p < 0.05) increased. Differential scanning calorimetry (DSC) analysis showed that the gelatinization enthalpy of the starch in FWNs decreased and the gelatinization temperature increased. The X-ray diffraction (XRD) results showed that the crystallinity of the starch decreased from 27.51% to 24.2% after mild heat treatment. In addition, it was observed by confocal laser scanning microscope that the mild heat treatment made the gluten networks more continuous. The free sulfhydryl content of noodles showed a decreasing trend, while the sodium dodecyl sulfate-extractable protein (SDS-EP) value was also significantly (p < 0.05) reduced. Overall, the combination of mild heat treatment with acid extended the shelf-life of FWNs and had less impact on their quality.

本研究分析了酸和不同温和热处理条件下新鲜湿面条(FWNs)微生物货架期和质量特性的变化。酸与 50 ℃ 30 分钟的热处理相结合,可将新鲜湿面条的货架期延长 30-40 d,并有效延缓新鲜湿面条的颜色劣变。轻度热处理降低了全麦网的吸水率。同时,面条的蒸煮损失和硬度显著增加(p < 0.05)。差示扫描量热法(DSC)分析表明,FWNs 中淀粉的糊化焓降低,糊化温度升高。X 射线衍射(XRD)结果表明,经温和热处理后,淀粉的结晶度从 27.51% 降至 24.2%。此外,共聚焦激光扫描显微镜观察到,温和热处理使面筋网络更加连续。面条中的游离巯基含量呈下降趋势,而十二烷基硫酸钠提取蛋白(SDS-EP)值也显著降低(p < 0.05)。总之,温和热处理与酸的结合延长了全脂奶粉的保质期,对其质量的影响较小。
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引用次数: 0
Separation of bran from bulgur through tribocharging with Teflon 通过特氟隆三重加料将麸皮从苞米中分离出来
IF 3.9 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-07-01 DOI: 10.1016/j.jcs.2024.103976

In this study, the use of an electrostatic field on a Teflon surface to separate free bran from bulgur during processing was investigated. The results suggest that this method could be an effective solution to the problem of free bran, which can negatively impact the appearance and quality of bulgur in bulgur processing and packaged products. Unlike traditional methods, a novel technology was used with the device having flat and folded Teflon surfaces (flat and folded inclined channels). The device was designed with the widths of 4, 5 and 6 cm, the lengths of 20, 40 and 60 cm and the angles of 30, 35 and 40°. The flat Teflon system produced the best results overall. In addition, the design parameters of 4 and 5 cm width, 20 and 40 cm length, and 35 and 40° inclination were suitable for separating bran from bulgur using an electrostatic system. As a result, a fine bulgur mixture containing 5 g of bran per 1000 g of bulgur was passed through the system at a flow rate of 0.89 g/s, resulting in a reduction of bran in bulgur from 5 to around 2 g (around 60% reduction).

本研究调查了在加工过程中使用特氟隆表面上的静电场来分离游离麸皮和牛杂粮的情况。结果表明,这种方法可以有效地解决游离麸皮的问题,游离麸皮会对牛杂粮加工和包装产品的外观和质量产生负面影响。与传统方法不同的是,该方法采用了一种新颖的技术,设备具有平整和折叠的特氟隆表面(平整和折叠的倾斜通道)。该装置的设计宽度分别为 4、5 和 6 厘米,长度分别为 20、40 和 60 厘米,角度分别为 30、35 和 40°。扁平特氟隆系统的总体效果最好。此外,4 厘米和 5 厘米宽、20 厘米和 40 厘米长以及 35° 和 40° 倾角的设计参数也适合使用静电系统分离麸皮和牛皮。因此,每 1000 克麸皮中含有 5 克麸皮的细麸皮混合物以 0.89 克/秒的流速通过该系统,使麸皮在麸皮中的含量从 5 克减少到约 2 克(约减少 60%)。
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引用次数: 0
A multi-omics-based investigation into the regulation of phenolics in fresh maize kernels at different developmental stages 基于多组学的不同发育阶段新鲜玉米籽粒酚类物质调控研究
IF 3.9 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-06-27 DOI: 10.1016/j.jcs.2024.103962

In this study, a total of 33 key differential metabolites related to phenolic synthesis were obtained in the fresh-eating and maturity stages by LC-MS analysis using UNIFY with a self-constructed database. Based on KEGG pathway analysis, three pathways related to phenolic metabolite synthesis were identified. The differential genes selected from the transcriptome and the differential metabolites selected from the target metabolism were correlated in the analysis, revealing the existence of 7 enzymes involved in the synthesis of phenolic compounds in secondary metabolism. Among which the fresh-eating stage promotes phenolics synthesis by up-regulation of the activities of the two enzymes, CCoAOMT and 4CL, and the enzymes, DFR, C3H, DFR, CHI, REF1 and F3H were expressed at higher levels during the maturity stage than fresh-eating stage, thus improving the tolerance and stress resistance of the plant itself and its ability to respond to the external environment, which has an important impact on the regulation of phenolic accumulation.

本研究利用自建数据库 UNIFY,通过 LC-MS 分析,共获得了鲜食期和成熟期与酚类合成相关的 33 种关键差异代谢物。基于 KEGG 通路分析,确定了 3 条与酚类代谢物合成相关的通路。从转录组中筛选出的差异基因与从目标代谢中筛选出的差异代谢物进行了关联分析,发现在次生代谢中存在 7 种参与酚类化合物合成的酶。其中,鲜食期通过上调 CCoAOMT 和 4CL 两种酶的活性促进酚类物质的合成,成熟期 DFR、C3H、DFR、CHI、REF1 和 F3H 等酶的表达水平高于鲜食期,从而提高了植物自身的耐受性和抗逆性以及对外界环境的反应能力,对酚类物质的积累调控有重要影响。
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引用次数: 0
Microstructural, physicochemical, thermal, and rheological properties of buckwheat flour treated with high-pressure at selected moisture contents 在选定含水量下经高压处理的荞麦粉的微观结构、物理化学、热和流变特性
IF 3.9 2区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2024-06-21 DOI: 10.1016/j.jcs.2024.103965
Jasim Ahmed , Linu Thomas , Mehrajfatema Mulla , Fatema Hossain Brishti

This study investigated the role of water in the high-pressure treatment (300–600 MPa/15 min) of buckwheat (Fagopyrum esculentum) flour and property changes in post-process samples. DSC and XRD measurements demonstrated complete gelatinization of buckwheat starch occurred at 600 MPa. The particle size of flour decreased above 450 MPa. HP-treatment successfully transformed the crystalline A-type structure of hydrated samples into a B-type structure. Dry samples did not gelatinize or exhibit any structural change, even at 600 MPa. The progress of gelatinization and gel rigidity of post-process samples were measured on a rheometer. The thermal transition captured in rheometer and DSC differs significantly. The impact of further heating on the pressurized samples resulted in a significant improvement in their mechanical rigidity. Overall, this study confirmed that an optimum flour-to-water ratio should be maintained during HP treatment to achieve the desired changes in buckwheat flour so that it could be used in food formulation.

本研究调查了水在荞麦(Fagopyrum esculentum)面粉高压处理(300-600 兆帕/15 分钟)中的作用以及处理后样品的性质变化。DSC 和 XRD 测量表明,荞麦淀粉在 600 兆帕时完全糊化。面粉的粒度在 450 兆帕以上时减小。高压处理成功地将水合样品的 A 型结晶结构转化为 B 型结构。干样品即使在 600 兆帕的压力下也不会发生糊化或任何结构变化。在流变仪上测量了后处理样品的糊化进度和凝胶硬度。流变仪和 DSC 所捕捉到的热转变有很大不同。进一步加热对加压样品的影响导致其机械刚性显著提高。总之,这项研究证实,在高压处理过程中应保持最佳的面粉与水的比例,以实现荞麦粉的理想变化,从而将其用于食品配方。
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引用次数: 0
A cooked pasta matrix high in dietary fiber, polyphenols, and antioxidant capacity using decocted Hibiscus calyces 使用煎煮的芙蓉萼片制作高膳食纤维、多酚和抗氧化能力的熟制面食基质
IF 3.9 2区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2024-06-21 DOI: 10.1016/j.jcs.2024.103963
Luis A. Bello-Perez , Reyna S. Santana-Galeana , Pamela C. Flores-Silva , Juscelino Tovar

The objective of this work was to produce a gluten-containing food matrix (pasta) rich in dietary fiber (DF), polyphenols, and antioxidant activity, through partial substitution with a dry flour from decocted Hibiscus sabdariffa L. calyces. The food matrix was made by mixing semolina (75%) and decocted calyces flour (25%) (S75–HF25), and its proximate composition, polyphenols content, antioxidant capacity, and starch hydrolysis rate were evaluated. The dietary fiber (DF) content (18.7 g/100g, dry basis, db) in the S75–HF25 pasta was markedly higher than in semolina control pasta (5.0 g/100g, db). Cooking the S75–HF25 pasta decreased the extractable polyphenols content and antioxidant capacity measured with DPPH, while enhancing the ABTS + antioxidant value. The cooked pasta showed an “as eaten” DF content of 34.7 g/100g, which was higher than in semolina pasta (6.7 g/100g). The starch hydrolysis rate of the composite pasta was reduced compared to the semolina pasta. The resistant starch content in the composite pasta was around 60% higher than the semolina pasta. The high DF content in the decocted calyces of Hibiscus sabdariffa L. helps to retain the polyphenol content and antioxidant capacity in the cooked pasta food matrix.

这项工作的目的是通过部分替代木槿萼片(Hibiscus sabdariffa L. calyces)的干面粉,生产一种富含膳食纤维(DF)、多酚和抗氧化活性的含麸质食品基质(面食)。食物基质由精粉(75%)和煎煮萼片粉(25%)(S75-HF25)混合制成,并对其近似成分、多酚含量、抗氧化能力和淀粉水解率进行了评估。S75-HF25 面食中的膳食纤维(DF)含量(18.7 克/100 克,干基,db)明显高于精粉对照面食(5.0 克/100 克,db)。烹饪 S75-HF25 面食会降低可萃取多酚含量和 DPPH 测量的抗氧化能力,同时提高 ABTS + 抗氧化值。煮熟的意大利面的 "食用 "DF 含量为 34.7 克/100 克,高于粗面(6.7 克/100 克)。与精米面相比,复合面的淀粉水解率有所降低。复合意大利面中的抗性淀粉含量比粗面粉高约 60%。芙蓉萼片中的高 DF 含量有助于在煮熟的面食基质中保留多酚含量和抗氧化能力。
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引用次数: 0
Wheat bread making (WBM)-like seed proteins (WSPN): A new family of small prolamins in barley 小麦面包制作(WBM)类种子蛋白(WSPN):大麦中一种新的小增殖蛋白家族
IF 3.9 2区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2024-06-19 DOI: 10.1016/j.jcs.2024.103961
O.A. Andrzejczak , E. Olesen , S.D.-H. Nielsen , L. Tóth , C.K. Madsen , L. Pedersen , N.A. Poulsen , U. Kidmose , L.B. Larsen , K.H. Hebelstrup

Expression level of the gene Wheat Breadmaking (TaWBM) has been shown to be correlated with bread quality, and influences the rising of the bread loaf. We found that a family of the wbm homologous genes are present not only in wheat, but also in oat, rye and barley. However, a WBM protein has never been demonstrated experimentally. We have identified the existence of a family of WBM-like Seed Proteins (WSPN) from the prolamin fraction of barley flour, encoded by three closely linked genes on the long arm of chromosome 7H, analysing the gene expression by qPCR and relative protein levels by mass spectroscopy. All three genes are expressed specifically in seeds with no detectable expression in the leaves. The barley WSPNs share a common gene structure with a single exon containing an open reading frame in the size 253–313 bp, with the first 80 bp predicted by TargetP 2.0 to encode a sorting peptide. Furthermore, they all contain the conserved motif C–P-X-G-X4-C-X(4–8)-C-X-C. Structure prediction with Alphafold 2.0 suggest that this motif is a structurally conserved microdomain consisting of two antiparallel strands where the cysteines align.

小麦面包制作基因(TaWBM)的表达水平已被证明与面包质量相关,并影响面包的发酵。我们发现,wbm 同源基因家族不仅存在于小麦中,也存在于燕麦、黑麦和大麦中。然而,WBM 蛋白从未在实验中得到证实。我们通过 qPCR 分析了基因的表达,并通过质谱分析了相对蛋白水平。这三个基因在种子中都有特异性表达,在叶片中没有检测到表达。大麦 WSPNs 具有共同的基因结构,单外显子包含一个大小为 253-313 bp 的开放阅读框,TargetP 2.0 预测前 80 bp 编码一个分选肽。此外,它们都包含 C-P-X-G-X4-C-X(4-8)-C-X-C 保守模式。用 Alphafold 2.0 进行的结构预测表明,该图案是一个结构保守的微域,由两条半胱氨酸排列的反平行链组成。
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引用次数: 0
Solid-state fermentation of Limosilactobacillus fermentum and lysine addition to improve the cooking and eating quality of high-fiber rice noodles 发酵柠檬乳杆菌固态发酵和添加赖氨酸改善高纤维米粉的烹饪和食用品质
IF 3.8 2区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2024-06-17 DOI: 10.1016/j.jcs.2024.103959
Yakun Song , Jing Lin , Lijuan Luo , Zihan Chen , Weiling Mo , Xiangjin Fu , Chun Liu

The incorporation of polysaccharides can effectively lower the glycemic index (GI) of rice noodles but may also negatively impact their cooking and eating quality. This study explores the use of solid-state fermentation with Limosilactobacillus fermentum and the addition of lysine to enhance the cooking and eating quality of high-fiber rice noodles (HFRN). Optimal fermentation conditions—10% Limosilactobacillus fermentum inoculum, 30 °C fermentation temperature, and 72-h fermentation time—along with a 3% lysine addition, were identified. The results revealed a significant increase in cooking quality and sensory characteristics of the rice noodles under these conditions. Compared to the control, the treated rice noodles exhibited higher sensory scores (increased by 17%), lower broken strip rates (reduced by 77.99%), and superior textural properties. Further analysis using Fourier Transform Infrared Spectroscopy (FTIR), rapid viscometer analyzer (RVA), and differential scanning calorimetry (DSC) demonstrated that fermentation and lysine addition inhibited starch granule swelling, leading to decreased pasting properties (viscosity drop of 22.77–29.94% in all stages). Additionally, the retrogradation rates were reduced, and thermal stability was markedly increased (ΔH increased by 190.90%). These findings suggest that solid-state fermentation combined with lysine supplementation offers a promising strategy for enhancing the cooking and eating quality of HFRN.

多糖的加入可有效降低米粉的血糖生成指数(GI),但也可能对米粉的烹饪和食用品质产生负面影响。本研究探讨了利用发酵柠檬乳杆菌固态发酵和添加赖氨酸来提高高纤维米粉(HFRN)的烹饪和食用品质。研究确定了最佳发酵条件--10%的柠檬乳杆菌接种物、30 °C的发酵温度和72小时的发酵时间,以及3%的赖氨酸添加量。结果表明,在这些条件下,米粉的烹饪质量和感官特性都有明显提高。与对照组相比,经过处理的米粉感官评分更高(提高了 17%),断条率更低(降低了 77.99%),质地更优。使用傅立叶变换红外光谱仪(FTIR)、快速粘度分析仪(RVA)和差示扫描量热仪(DSC)进行的进一步分析表明,发酵和赖氨酸的添加抑制了淀粉颗粒的膨胀,导致糊化性能下降(在所有阶段粘度下降 22.77%-29.94%)。此外,逆降解率降低,热稳定性明显提高(ΔH 增加了 190.90%)。这些研究结果表明,固态发酵与补充赖氨酸相结合,为提高 HFRN 的烹饪和食用品质提供了一种可行的策略。
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引用次数: 0
Insights into wheat science: A bibliometric review using unsupervised machine learning techniques 对小麦科学的见解:利用无监督机器学习技术进行文献计量学审查
IF 3.9 2区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2024-06-17 DOI: 10.1016/j.jcs.2024.103960
Martín Pérez-Pérez , Miguel Ribeiro , Florentino Fdez-Riverola , Gilberto Igrejas

Wheat (Triticum spp.) has been one of the most important cereal crops, serving as a source of protein and energy in the human diet. It remains a vital component of global food security, with extensive scientific literature dedicated to its study, although the large volume of literature often hinders global analysis. In this study, different unsupervised machine learning techniques, such as K-Nearest Neighbors (KNN) and Uniform Manifold Approximation and Projection (UMAP), text mining analyses, including word embeddings and statistical word analysis, and graph analysis methodologies, were applied to gain a deeper understanding of the wheat literature. The proposed bibliometric analysis was conducted and integrated with the Journal Citation Reports (JCR) to identify major wheat research trends in the PubMed literature. This analysis examined the evolution of these trends over time, evaluated the geographical distribution, impact, and research domains, and assessed author collaboration networks and the evolving relevance of different countries. Research on disease resistance, genetic modification, and dietary impact demonstrates a consistent increase in output, while interest in topics related to overcoming salt stress and enhancing animal feed appears to be diminishing. Interestingly, research on wheat germ agglutinin saw a surge in interest during the late 2000s, stabilizing thereafter. These trends underscore the dynamic nature of wheat research, driven by evolving priorities and technological advancements, particularly in genetics and omics tools. Moreover, the increasing significance of China in wheat research, including its size, impact, and networking, alongside longstanding leaders such as the United States, signals a shifting landscape in global wheat research.

小麦(小麦属)一直是最重要的谷类作物之一,是人类饮食中蛋白质和能量的来源。小麦仍然是全球粮食安全的重要组成部分,有大量的科学文献专门对其进行研究,但大量的文献往往阻碍了全球分析。本研究采用了不同的无监督机器学习技术,如 K-Nearest Neighbors (KNN) 和 Uniform Manifold Approximation and Projection (UMAP),文本挖掘分析,包括词嵌入和统计词分析,以及图分析方法,以深入了解小麦文献。我们进行了拟议的文献计量分析,并将其与期刊引文报告(JCR)相结合,以确定 PubMed 文献中的主要小麦研究趋势。该分析检查了这些趋势随时间的演变,评估了地理分布、影响和研究领域,并评估了作者合作网络和不同国家不断演变的相关性。有关抗病性、基因修饰和膳食影响的研究显示出持续增长的产出,而与克服盐胁迫和提高动物饲料相关的课题似乎正在减少。有趣的是,对小麦胚芽凝集素的研究在 2000 年代后期兴趣大增,之后趋于稳定。这些趋势凸显了小麦研究的动态性质,其驱动力是不断变化的优先事项和技术进步,特别是在遗传学和 Omics 工具方面。此外,中国在小麦研究领域的重要性与日俱增,包括其规模、影响力和网络建设,与美国等长期领先的国家并驾齐驱,预示着全球小麦研究的格局正在发生变化。
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引用次数: 0
Screening of superior wheat lines under nitrogen regulation and factors affecting grain quality improvement under high yield 氮素调控下小麦优良品系的筛选及影响高产下谷物品质改善的因素
IF 3.8 2区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2024-06-12 DOI: 10.1016/j.jcs.2024.103958
Chuan Zhong, Zhaowei Zhang, Mei Huang, Qing Li, Yingxin Zhong, Xiao Wang, Jian Cai, Tingbo Dai, Qin Zhou, Dong Jiang

High yield and quality are crucial goals of wheat production. In this study, Ning7840 (high protein content) and Clark (low protein content) as parents to develop recombinant inbred lines (RILs), and used to investigate the differential responses to different nitrogen (N) levels (0, 150, and 300 kg N ha−1). The results showed that the RILs exhibited transgressive segregation in yield and grain quality traits. A comprehensive index of grain quality response to N (quality response index, QRI) was computed by entropy weight-fuzzy membership function method, two types of high yield and quality genotypes were screened based on yield and QRI: quality-sensitive wheat lines in response to N (SWLs) characterized by high yield and high QRI, and quality-tolerant wheat lines in response to N (TWLs) with high yield and low QRI. SWLs were particularly adept at combining high yield with quality enhancement under N application. Partial least square - structural equation modeling (PLS-SEM) analysis identified leaf dry matter accumulation at anthesis, and N recovery efficiency were main factors affecting wheat grain quality improvement. Overall, screening high-yield and high-quality genotypes with the entropy weight - fuzzy membership function method is a useful strategy. These results provide a theoretical basis for breeders to select high yield and quality wheat.

高产和优质是小麦生产的重要目标。本研究以宁7840(蛋白质含量高)和克拉克(蛋白质含量低)为亲本,培育近交系,并研究其对不同氮素水平(0、150和300 kg N ha-1)的不同反应。结果表明,RILs 在产量和谷物品质性状方面表现出转基因分离。利用熵权模糊成员函数法计算了谷粒品质对氮响应的综合指数(品质响应指数,QRI),并根据产量和品质响应指数筛选出两类高产优质基因型:对氮响应的品质敏感型小麦品系(SWLs),其特点是产量高、品质响应指数高;对氮响应的品质耐受型小麦品系(TWLs),其特点是产量高、品质响应指数低。在施用氮的情况下,SWLs 尤其善于将高产与提高品质结合起来。偏最小二乘法-结构方程建模(PLS-SEM)分析表明,花期叶片干物质积累和氮回收效率是影响小麦籽粒品质改善的主要因素。总之,利用熵权-模糊成员函数法筛选高产优质基因型是一种有用的策略。这些结果为育种者选育高产优质小麦提供了理论依据。
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Journal of Cereal Science
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