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Regulation of Cell Wall Remodeling is an Important Factor in the Reduction of Tomato Fruit Size Immediately after Fruit Set Induced by Salinity Conditions 细胞壁重塑的调控是盐度条件诱导番茄坐果后果实尺寸立即缩小的一个重要因素
IF 1.2 4区 农林科学 Q4 HORTICULTURE Pub Date : 2024-08-24 DOI: 10.2503/hortj.qh-156
Kiei Soyama, Ayaka Yano, Akari Miyakoshi, Manatsu Itano, Haruka Sugiyama, Hiroaki Iwai

Tomato fruits under salt stress exhibit growth inhibition, resulting in increased fruit firmness and decreased fruit size. In angiosperms, the ovary becomes a fruit upon pollination and the fruit develops through fruit formation and maturation. Since fruit size does not change after a green fruit reaches its maximum size, it is important to analyze the early stages of fruit development. Therefore, in this study, we focused on the control and properties of cell walls during the initial fruit formation process that determines tomato (Solanum lycopersicum cv. ‘Micro-Tom’) fruit size. As a result of analyzing mechanical properties, an increase in fruit hardness under salt stress conditions (160 mM NaCl) was observed in early tomato fruits during the initial fruit formation process. Furthermore, by observing changes in the distribution of cell wall polysaccharides, we found that during early fruit development including 5 DPA, which is a time of tissue expansion, the pericarp hardens due to the accumulation of cellulose. Meanwhile, Xyloglucan endotransglucosylase/hydrolase (XTH) and expansin, which are cell wall loosening enzymes, do not increase. Our results showed that the increase in fruit hardness under salt stress conditions occurred in early tomato fruits during the initial fruit formation process, and the reduction in fruit size due to salt stress was due to changes in cell wall properties during the early fruit formation process.

番茄果实在盐胁迫下表现出生长抑制,导致果实硬度增加,果实大小减小。在被子植物中,子房在授粉后变成果实,果实通过果实形成和成熟而发育。由于绿色果实达到最大尺寸后,果实大小不会发生变化,因此分析果实发育的早期阶段非常重要。因此,在本研究中,我们重点研究了决定番茄(Solanum lycopersicum cv. 'Micro-Tom')果实大小的最初果实形成过程中细胞壁的控制和特性。通过分析机械特性,我们观察到在盐胁迫条件(160 mM NaCl)下,番茄早期果实在最初果实形成过程中的硬度增加。此外,通过观察细胞壁多糖的分布变化,我们发现在果实发育早期(包括 5 DPA),也就是组织膨大期,果皮会因纤维素的积累而变硬。与此同时,作为细胞壁疏松酶的木聚糖内转糖基酶/水解酶(XTH)和扩张素却没有增加。我们的研究结果表明,盐胁迫条件下果实硬度的增加发生在果实形成初期的早期番茄果实中,而盐胁迫导致的果实大小减小是由于果实形成初期细胞壁性质的变化造成的。
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引用次数: 0
How Does Abscisic Acid Control Fruit Quality as a Plant Bioregulator? 作为植物生物调节剂,脱落酸如何控制果实质量?
IF 1.2 4区 农林科学 Q4 HORTICULTURE Pub Date : 2024-08-22 DOI: 10.2503/hortj.qh-r003
Takanori Saito, Satoru Kondo, Katsuya Ohkawa, Hitoshi Ohara

Various attempts have been made to use abscisic acid (ABA) as a plant bioregulator (PBR). Recently, a new ABA formulation, produced through microbial fermentation, has been commercialized in Japan as a PBR for improving grape peel color. Nonetheless, the horticultural application of ABA remains limited compared to other plant hormones. Generally, the vital functions of ABA include the regulation of abiotic stress tolerance and plant dormancy via metabolic changes associated with the antioxidant system and the modulation of sugar biosynthesis/translocation, respectively. These metabolic changes are crucial for the quality of fruit, suggesting the potential of ABA for promoting the production of high-quality fruit. In non-climacteric fruit, ABA plays a pivotal role in anthocyanin pigmentation, a significant component of the antioxidant machinery. Studies in grapes and strawberries have shown that the responses to ABA differ depending on the type of ABA agonist used and the specific organs to which it is applied. Herein, the influence of ABA on climacteric fruit exhibiting ethylene-regulated ripening is discussed. ABA-mediated ethylene induction followed by ripening suggests a shared regulatory mechanism that underlies ripening in both climacteric and non-climacteric fruits that involves crosstalk between ABA and ethylene. This review firstly summarizes the historical challenges with ABA and its agonist for application as PBRs and discusses the role of ABA in the ripening of non-climacteric fruit, particularly grapes. Subsequently, the molecular background of ABA in both climacteric and non-climacteric fruit ripening is explained, with a focus on peel coloration, sugar synthesis, and aroma volatile synthesis.

人们曾多次尝试使用脱落酸(ABA)作为植物生物调节剂(PBR)。最近,一种通过微生物发酵生产的新型 ABA 制剂在日本实现了商业化,可作为改善葡萄果皮颜色的 PBR。然而,与其他植物激素相比,ABA 在园艺方面的应用仍然有限。一般来说,ABA 的重要功能包括分别通过与抗氧化系统相关的代谢变化和糖的生物合成/转运调节来调节非生物胁迫耐受性和植物休眠。这些代谢变化对果实的质量至关重要,表明 ABA 具有促进优质果实生产的潜力。在未进入成熟期的水果中,ABA 在花青素色素沉着中起着关键作用,而花青素色素沉着是抗氧化机制的重要组成部分。对葡萄和草莓的研究表明,对 ABA 的反应因所使用的 ABA 激动剂类型和作用的特定器官而异。本文将讨论 ABA 对表现出乙烯调控成熟的攀缘果实的影响。由 ABA 介导的乙烯诱导成熟表明,气候性水果和非气候性水果的成熟都有一个共同的调控机制,其中涉及 ABA 和乙烯之间的相互影响。本综述首先总结了 ABA 及其激动剂作为 PBRs 应用所面临的历史挑战,并讨论了 ABA 在非攀缘果实(尤其是葡萄)成熟过程中的作用。随后,阐述了 ABA 在气候性水果和非气候性水果成熟过程中的分子背景,重点是果皮着色、糖分合成和香气挥发物合成。
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引用次数: 0
Functional Characterization of DcFT1, an Ortholog for the FLOWERING LOCUS T Gene in Carnation (Dianthus caryophyllus L.) 康乃馨(Dianthus caryophyllus L.)中花序位置 T 基因的同源物 DcFT1 的功能特征
IF 1.2 4区 农林科学 Q4 HORTICULTURE Pub Date : 2024-08-20 DOI: 10.2503/hortj.qh-151
Kaya Okamoto, Masafumi Yagi, Haruka Konishi, Kanako Shintaku, Masaru Higashiura, Ryohei Koyama, Yuichi Uno

We analyzed FLOWERING LOCUS T (FT) orthologs to elucidate the regulatory mechanisms of flowering in carnations. There are six FT candidate genes in the carnation genome. Phylogenetic analysis and amino acid alignment suggested that four genes were FT-like genes involved in promoting flowering. Of these, Dca19666.1 had the all conserved amino acids necessary for florigen activity. Therefore, this gene was designated as DcFT1 and used for further analysis. DcFT1 transcript levels increased as the plants developed from the vegetative to the reproductive growth stages. DcFT1 was unevenly expressed in the leaves, and was more abundant in young leaves. A splice variant was identified; however, its relationship with flowering could not be determined. The early blooming cultivar showed an early elevation of DcFT1 compared to the late-blooming cultivar. Treatment to accelerate flowering by cooling at the end of the day also accelerated the increase in DcFT1 expression. The cloned DcFT1 was overexpressed in Arabidopsis for functional characterization. The resulting transgenic plants began to bolt earlier than the control plants transformed with the empty vector. qRT-PCR analysis of the DcFT1-overexpressor showed that several genes related to flowering were upregulated. These results suggest that DcFT1 is an important regulator of carnation flowering.

我们分析了FLOWERING LOCUS T(FT)的直向异构体,以阐明康乃馨开花的调控机制。康乃馨基因组中有六个 FT 候选基因。系统进化分析和氨基酸比对表明,有四个基因是参与促进开花的类 FT 基因。其中,Dca19666.1 具有花源活性所需的全部保守氨基酸。因此,该基因被命名为 DcFT1 并用于进一步分析。随着植株从无性生长阶段进入生殖生长阶段,DcFT1 的转录水平也随之升高。DcFT1 在叶片中的表达不均衡,幼叶中的表达量更高。发现了一个剪接变体,但无法确定其与开花的关系。与晚花栽培品种相比,早花栽培品种的 DcFT1 表达较早。通过在傍晚降温来加速开花的处理方法也加速了 DcFT1 表达的增加。克隆的 DcFT1 在拟南芥中进行了过表达,以确定其功能特性。对 DcFT1-overexpressor 的 qRT-PCR 分析表明,与开花相关的几个基因被上调。这些结果表明,DcFT1 是康乃馨开花的重要调控因子。
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引用次数: 0
Effect of Training Method to Separate Sink and Source Organs on the Fresh Yield and Dry Matter Production of Cucumber (Cucumis sativus L.) under Greenhouse Conditions 温室条件下沉水器官和源泉器官分离训练法对黄瓜(Cucumis sativus L.)鲜产量和干物质产量的影响
IF 1.2 4区 农林科学 Q4 HORTICULTURE Pub Date : 2024-08-20 DOI: 10.2503/hortj.qh-140
Kazuya Maeda, Kako Nomura, Dong-Hyuk Ahn

In Japan, greenhouse cucumber production is generally conducted as either a long-term, one cropping system or a short-term, two cropping system; short-term cultivation requires time for crop replacement, which may result in lower yields. It is important to increase plants’ intercepted light to increase yield, which requires maintaining a high leaf area index. In this study, a new training method (separating method), in which the sink and source are separated, was developed for the short-term cultivation of cucumber (Cucumis sativus L.) under greenhouse conditions. In the separating method, the main stem had only leaves and the lateral branch had only fruits. The main stem was trained vertically and pinched when it reached a 1.8 m high training wire, while the lateral branch continued to grow horizontally at approximately 40 cm above the floor. A hydroponic system was used from October 2020 to February 2021. During this period, we assessed the yield productivity of the new training method and compared it with that of the lowering method (training method for growing the main stem without pinching) based on yield components. We observed that the fresh yield of the separating method was lower than that of the lowering method owing to a decrease in the number of fruits as result of fruit picking from the main stem. Conversely, total dry matter under the separating method was higher than that under the lowering method, and this could be attributed to the greater increase in leaf area index under the separating method. In terms of photosynthetic rate, values for the upper leaves were lower than those for the lowering method in the separating method approximately one month after pinching. These results suggested that the separating method could produce yields comparable to those of the lowering method in short-term cultivation. In addition, this method may contribute to mechanical harvesting because the fruit is always in a fixed location.

在日本,温室黄瓜生产一般采用长期单作制或短期双作制;短期栽培需要时间更换作物,可能导致产量降低。要提高产量,必须增加植株的截光量,这就需要保持较高的叶面积指数。本研究针对温室条件下黄瓜(Cucumis sativus L.)的短期栽培,开发了一种新的栽培方法(分离法),即将汇光和光源分离。在分离法中,主茎只有叶片,侧枝只有果实。主茎垂直培养,当长到 1.8 米高的培养铁丝时掐断,而侧枝则在离地面约 40 厘米处继续水平生长。从 2020 年 10 月到 2021 年 2 月,我们使用了水培系统。在此期间,我们评估了新培植法的产量,并根据产量成分将其与降低培植法(不掐尖培植主茎的培植法)进行了比较。我们观察到,由于从主茎上摘果导致果实数量减少,分离法的新鲜产量低于降低法。相反,分离法的总干物质高于降低法,这可能是因为分离法的叶面积指数增加较多。就光合速率而言,在掐尖后约一个月,分离法中上部叶片的光合速率值低于下部叶片的光合速率值。这些结果表明,在短期栽培中,分离法的产量可与降低法相媲美。此外,这种方法还有助于机械采收,因为果实始终处于固定位置。
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引用次数: 0
Comparative Analysis of Transcripts Differentially Expressed in Regular and Alternative Fruit-bearing Apple (Malus × domestica Borkh.) Cultivars with Various Bioactive Gibberellic Acid Levels 不同生物活性赤霉素水平的苹果(Malus × domestica Borkh.
IF 1.2 4区 农林科学 Q4 HORTICULTURE Pub Date : 2024-08-20 DOI: 10.2503/hortj.qh-124
Naoko Kitamoto, Takashi Baba, Kazuma Okada, Hitoshi Sakakibara, Yumiko Takebayashi, Mikiko Kojima, Yasunori Yoshida, Hiroomi Kanda, Hiroyuki Imanishi

Many horticultural trees, including apple (Malus × domestica Borkh.), exhibit alternative fruit bearing. Despite many observations suggesting that bearing tendency is a genetic trait, genetic factors related to bearing tendency have rarely been investigated, as most previous studies have focused on comparing phytohormone and gene expression levels between ON- and OFF-years within a cultivar. Therefore, to gain insights into the genetic factors related to the strength of biennial bearing, we compared gene expression levels between the regular bearing cultivar ‘McIntosh’ and the alternative bearing cultivar ‘Wijcik’ (the bud mutant of ‘McIntosh’). Over a three-year period, the flowering rate of ‘McIntosh’ remained relatively stable, ranging from 89% to 95%, whereas that of ‘Wijcik’ showed significant variation from 83% to 24% before returning to 89%. Comparative transcriptome analysis of terminal buds during the floral induction period revealed 7,200 genes that were differentially expressed between the two cultivars, with 1,423 genes showing annual variation only in ‘Wijcik’. Gene Ontology enrichment analysis revealed upregulation of many genes related to photosynthesis and response to high light intensity in the OFF-year in ‘Wijcik’. Moreover, the relative expression levels of flowering repressors, such as MdTFL1-1, MdTFL1-2, MdRAP2.7, and MdJMJ13, at 75 days after full bloom were significantly higher in the ON-year than in the OFF-year for ‘Wijcik’. Our findings suggest that the high biennial bearing tendency of columnar apples may be attributed, in part, to greater annual variation in the expression of MdTFL1 and light-related genes.

包括苹果(Malus × domestica Borkh.)在内的许多园艺树都表现出不同的结果倾向。尽管许多观察结果表明,结实倾向是一种遗传性状,但与结实倾向相关的遗传因素却很少被研究,因为以前的大多数研究都集中于比较一个栽培品种中开年和关年的植物激素和基因表达水平。因此,为了深入了解与二年生开花强度有关的遗传因素,我们比较了常规开花栽培品种 "McIntosh "和替代开花栽培品种 "Wijcik"("McIntosh "的花蕾突变体)之间的基因表达水平。在三年的时间里,'McIntosh'的开花率保持相对稳定,从89%到95%不等,而'Wijcik'的开花率则出现了显著变化,从83%到24%不等,然后又恢复到89%。花诱导期顶芽转录组比较分析显示,两个栽培品种之间有 7,200 个基因表达不同,其中 1,423 个基因仅在'Wijcik'中出现年度变化。基因本体富集分析表明,在'Wijcik'中,许多与光合作用和对关年高光照强度的反应有关的基因上调。此外,MdTFL1-1、MdTFL1-2、MdRAP2.7 和 MdJMJ13 等开花抑制因子在'Wijcik'盛花期后 75 天的相对表达水平在 ON 年显著高于 OFF 年。我们的研究结果表明,柱状苹果的高两年结果倾向可能部分归因于 MdTFL1 和光相关基因表达的较大年度变化。
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引用次数: 0
Differences in the Aroma Profiles of Seedless-treated and Nontreated ‘Shine Muscat’ Grape Berries Decrease with Ripening 经过无籽处理和未经过无籽处理的 "Shine Muscat "葡萄果实的香气差异随着成熟而减小
IF 1.2 4区 农林科学 Q4 HORTICULTURE Pub Date : 2024-08-20 DOI: 10.2503/hortj.szd-002
Chikako Honda, Fukuyo Tanaka, Yoshihiro Ohmori, Amane Tanaka, Kotone Komazaki, Kengo Izumi, Ken-ichiro Ichikawa, Saneyuki Kawabata, Atsushi J. Nagano

In the production of seedless table grapes, it is conventional to use plant growth regulators including gibberellins. Little is known about the differences in aroma volatiles between seedless-treated grapes and nontreated (seeded) grapes. Therefore, in this study, the aroma volatile profiles of seedless-treated and nontreated ‘Shine Muscat’ grape berries during ripening were compared using gas chromatography-mass spectrometry. Measurements of volatiles during ripening showed 202 peaks in the seedless-treated and nontreated whole grape berries. According to two-way analysis of variance, the number of volatiles with differences between seedless-treated and nontreated berries and/or between ripening stages was 123, whereas those with no differences between treatments and between ripening stages was 79. Two-way hierarchical clustering analysis for the 123 volatiles showed that seedless-treated berries at the early ripening stages were separated from the other berries, and the seedless-treated and nontreated berries at the post-ripening stage were classified into the same cluster. At the early ripening stage, more lipoxygenase-pathway volatiles were produced in the seedless-treated berries than in the non-treated ones. Linalool compounds increased in both seedless-treated and nontreated berries with ripening. Gene expression profile comparisons using principal component analysis of RNA-sequencing data showed that the seedless-treated berries ripened earlier than the nontreated berries at the early ripening stage. The number of differentially expressed genes in the seedless-treated berries decreased during ripening. Using weighted gene co-expression network analyses, 12 modules and 24 modules were detected in berry skin and flesh, respectively. The correlation analysis revealed that 33 volatiles correlated with four modules in the skin and 50 volatiles correlated with nine modules in the flesh. Most of the volatiles correlated with these modules were those that showed significant differences between treatments and/or ripening stages by two-way analysis of variance. The differences in the aroma volatile profiles between seedless-treated and nontreated berries decreased as harvest was delayed, suggesting that delaying the harvest may make it possible to bring the aroma of seedless-treated ‘Shine Muscat’ berries closer to the original aroma of the seeded berries.

在无籽鲜食葡萄的生产过程中,通常会使用包括赤霉素在内的植物生长调节剂。人们对经过无籽处理的葡萄和未经处理(有籽)的葡萄之间香气挥发物的差异知之甚少。因此,在本研究中,使用气相色谱-质谱法比较了经过无籽处理和未经处理的 "Shine Muscat "葡萄浆果在成熟过程中的香气挥发物特征。成熟过程中的挥发物测量结果显示,无籽处理和未处理的葡萄果实中均出现了 202 个峰值。根据双向方差分析,无籽处理和未处理浆果之间和/或成熟阶段之间存在差异的挥发物数量为 123 个,而处理之间和成熟阶段之间无差异的挥发物数量为 79 个。对这 123 种挥发性物质进行的双向分层聚类分析显示,早熟阶段的无籽处理浆果与其他浆果分开,后熟阶段的无籽处理浆果和未处理浆果被归入同一聚类。在早熟阶段,经无籽处理的浆果比未经处理的浆果产生更多的脂氧合酶途径挥发性物质。经无籽处理和未经处理的浆果中的芳樟醇化合物都会随着成熟而增加。利用 RNA 序列数据的主成分分析进行的基因表达谱比较表明,在成熟初期,经无籽处理的浆果比未经处理的浆果成熟得早。在成熟过程中,经无籽处理的浆果中差异表达基因的数量有所减少。通过加权基因共表达网络分析,在浆果表皮和果肉中分别检测到 12 个和 24 个模块。相关性分析表明,33 种挥发性物质与果皮中的 4 个模块相关,50 种挥发性物质与果肉中的 9 个模块相关。通过双向方差分析,与这些模块相关的大部分挥发物在不同处理和/或成熟阶段之间存在显著差异。经过无籽处理的浆果和未经过无籽处理的浆果之间的香气挥发物差异随着采收时间的推迟而减小,这表明推迟采收可以使经过无籽处理的'Shine Muscat'浆果的香气更接近有籽浆果的原始香气。
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引用次数: 0
Sequential Application of 1-naphthalenacetic Acid and Putrescine Promotes the Developmental Growth of Adventitious Roots in Chrysanthemum Cuttings 连续施用 1-萘乙酸和普钙促进菊花扦插不定根的生长发育
IF 1.2 4区 农林科学 Q4 HORTICULTURE Pub Date : 2024-08-20 DOI: 10.2503/hortj.qh-152
Baohe Lyu, Akihiro Imai

Chrysanthemums are among the most popular and economically valuable ornamental plants in the world. Herein, we investigated the effects of diamine putrescine (Put), a polyamine involved in plant cell differentiation and stress resistance, and 1-naphthaleneacetic acid (NAA), an auxin widely considered essential for root initiation, on the development of adventitious roots (ARs) and root systems in chrysanthemum cuttings. We also determined the optimal combination of concentrations of these treatments for AR developmental growth. When the cuttings were cultured with different concentrations of Put solutions, clear increases in AR length were recorded, although the number of ARs was unaffected. In addition, the number of lateral roots arising from ARs was increased by Put application. Treatment with 5-mg·L−1 NAA in the first week followed by 100-mg·L−1 Put in the next three weeks considerably increased the AR length compared with the use of each reagent alone. With the sequential application of 5-mg·L−1 NAA and 200-mg·L−1 Put, the fresh weight of the total roots that developed from the cuttings was increased by 6.05-fold compared with that without treatment. The superoxide dismutase activity and superoxide anion production rate were reduced in roots developed from Put-treated chrysanthemum cuttings. These results may indicate that Put application affected AR elongation by altering the quantitative balance among reactive oxygen species.

菊花是世界上最受欢迎、最具经济价值的观赏植物之一。在此,我们研究了二胺腐胺(一种参与植物细胞分化和抗逆的多胺)和1-萘乙酸(一种被广泛认为对根系萌发至关重要的辅助素)对菊花插条中不定根(AR)和根系发育的影响。我们还确定了这些处理的最佳浓度组合,以促进不定根的发育生长。用不同浓度的 Put 溶液培养插条时,虽然 AR 的数量未受影响,但 AR 长度明显增加。此外,施用 Put 还能增加 AR 产生的侧根数量。与单独使用每种试剂相比,在第一周施用 5-mg-L-1 NAA,然后在接下来的三周施用 100-mg-L-1 Put 可显著增加 AR 长度。在连续施用 5-mg-L-1 NAA 和 200-mg-L-1 Put 的情况下,扦插苗长出的总根鲜重比不施用时增加了 6.05 倍。经 Put 处理的菊花插条所长出的根中,超氧化物歧化酶活性和超氧阴离子产生率都有所降低。这些结果可能表明,施用 Put 会通过改变活性氧的数量平衡来影响 AR 的伸长。
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引用次数: 0
Elucidation of Low-temperature Regulated Flavone Synthesis in Dahlia Variabilis and its Effects on Flower Color 阐明大丽花变色菊的低温调节黄酮合成及其对花色的影响
IF 1.2 4区 农林科学 Q4 HORTICULTURE Pub Date : 2024-07-12 DOI: 10.2503/hortj.qh-144
Edna K. Muthamia, Koji Naito, Hiromasa Okada, Yukino Karasawa, Tokuyu Kikumura, Takuya Nara, Yasunori Hamauzu, Ko Motoki, Ken-ichiro Yasuba, Yuichi Yoshida, Yoshikuni Kitamura, Tanjuro Goto

Dahlia (Dahlia variabilis) flower colors are diverse and are determined by the accumulation of flavonoids. Cultivars with dark red flowers accumulate more anthocyanins in their petals. Flower color changes such as color fading often occur in some cultivars. In this study, low minimum temperature regulated flower color fading and flavonoid synthesis in dahlia ‘Nessho’ were investigated. The pigment contents and expression levels of flavonoid biosynthesis genes were investigated in detail under several growing environments in which color fading occurs. Flavones accumulate more in color-faded orange flowers than in dark red ray florets. The expression analysis of the anthocyanin synthesis pathway genes indicated that the upregulation of flavone synthase (DvFNS) gene expression correlated with the high accumulation of flavones in color-faded petals. DvFNS expression was also detected in young leaves, and the expression level was higher in winter than in summer. Seasonal changes in DvFNS expression in young leaves significantly correlated with color fading in petals. The change in DvFNS expression in young unexpanded leaves of relatively high-sensitive plants was significantly higher than that of low-sensitive plants before and after treatment under inductive conditions. In conclusion, low-temperature-inducible changes in the flavonoid accumulation in petals was suggested to reflect a change in DvFNS expression occurring in the meristem prior to flower bud formation. This temporal DvFNS expression in young unexpanded leaves of ‘Nessho’ dahlia could be an insight for the selection and breeding of non-color fading plants.

大丽花(Dahlia variabilis)的花色多种多样,由黄酮类化合物的积累决定。深红色花朵的栽培品种在花瓣中积累了更多的花青素。一些栽培品种经常出现花色变化,如褪色。本研究调查了低最低温度对大丽花'Nessho'花褪色和类黄酮合成的调控。详细研究了褪色发生的几种生长环境下色素含量和黄酮类化合物生物合成基因的表达水平。褪色的橙色花朵中黄酮类化合物的积累比深红色的射线小花多。花青素合成途径基因的表达分析表明,黄酮合成酶(DvFNS)基因表达的上调与褪色花瓣中黄酮的高积累相关。幼叶中也检测到了 DvFNS 的表达,且冬季的表达水平高于夏季。幼叶中 DvFNS 表达的季节变化与花瓣褪色有显著相关性。在诱导条件下,相对高敏感植株未展开的幼叶在处理前后的 DvFNS 表达量变化明显高于低敏感植株。总之,低温诱导花瓣中黄酮类化合物积累的变化反映了花芽形成前分生组织中 DvFNS 表达的变化。DvFNS在'Nessho'大丽花未展开的幼叶中的这种时间性表达,可为选育不褪色植物提供启示。
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引用次数: 0
Collaboration with AI in Horticultural Science 与人工智能在园艺科学领域的合作
IF 1.2 4区 农林科学 Q4 HORTICULTURE Pub Date : 2024-07-12 DOI: 10.2503/hortj.qh-r002
Eriko Kuwada, Takashi Akagi

Artificial Intelligence, or AI, is becoming increasingly prevalent in a wide variety of scientific fields. The recent progress in deep neural networks, or simply “deep learning”, in particular, has been remarkable, which is leading to the development of valuable technologies for various biological applications. Nevertheless, the application of these AI technologies in the field of horticultural science has not progressed. In the horticultural field, there is often a tendency to compare/compete with the accuracy (or ability) of AI and experts with long experience or existing systems, which may prevent the widespread adoption of AI technology in horticulture. The current evolving AI technologies go beyond mere prediction and diagnosis; through the application of “explainable AI” techniques, which can allow novel interpretations from a scientific perspective. It extends not only to conventional image analysis, but also to various data formats, including genetic sequences or any other numerical array data. Here, we introduce recent developments and evolution of AI technologies, mainly deep learning, in plant biology and horticultural science. Recent applications of convolutional neural networks (CNN) in image analyses allowed prediction/diagnosis of various invisible traits. Further combined application of explainable AI techniques and physiological assessments may spot features that potentially reveal the mechanisms of objective traits from a novel viewpoint. We also examined prospects for new applications of deep learning in horticultural science, such as for genetic factors or with new algorithms represented by Transformer.

人工智能(Artificial Intelligence,简称 AI)在各种科学领域日益普及。特别是最近在深度神经网络(简称 "深度学习")方面取得的显著进展,为各种生物应用开发了有价值的技术。然而,这些人工智能技术在园艺科学领域的应用却没有取得进展。在园艺领域,人们往往倾向于将人工智能的准确性(或能力)与具有长期经验的专家或现有系统进行比较/竞争,这可能会阻碍人工智能技术在园艺领域的广泛应用。当前不断发展的人工智能技术已超越了单纯的预测和诊断,而是通过应用 "可解释的人工智能 "技术,从科学的角度进行新颖的解释。它不仅适用于传统的图像分析,还适用于各种数据格式,包括基因序列或任何其他数字阵列数据。在此,我们将介绍人工智能技术(主要是深度学习)在植物生物学和园艺学领域的最新发展和演变。最近,卷积神经网络(CNN)在图像分析中的应用允许对各种看不见的性状进行预测/诊断。进一步结合应用可解释的人工智能技术和生理评估,可能会发现一些特征,从而从一个新的角度揭示客观性状的机制。我们还研究了深度学习在园艺科学中的新应用前景,如遗传因子或以 Transformer 为代表的新算法。
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引用次数: 0
Prediction of Differences in the Blooming Dates between Japanese Apricot ‘Nanko’ and Pollinizer Cultivars Using Development Rate Models 利用发育率模型预测日本杏 "Nanko "与授粉栽培品种之间的开花日期差异
IF 1.2 4区 农林科学 Q4 HORTICULTURE Pub Date : 2024-07-10 DOI: 10.2503/hortj.qh-139
Yuto Kitamura, Tomoaki Kashiwamoto, Kazuki Tanaka, Koji Numaguchi, Hisayo Yamane

The selection of appropriate pollinizer cultivars is essential for stable fruit production of Japanese apricot because this species has many self-incompatible cultivars. In this study, the chilling responses of flower buds during endodormancy and the heat responses of flower buds during ecodormancy were quantified as development rates (DVRs) in ‘Kotsubu-nanko’, ‘Hakuo’, and ‘NK14’, three pollinizer cultivars of the leading cultivar ‘Nanko’ in Wakayama Prefecture. Approximating functions of DVRs for both endodormancy release and ecodormancy release were obtained on the basis of chilling and heat exposure tests on young trees with various combinations of temperatures and periods. These analyses demonstrated that temperatures over 15°C were only effective for endodormancy release of ‘Hakuo’ buds. Compared with the buds of ‘Kotsubu-nanko’ and ‘Hakuo’, those of ‘NK14’ were less sensitive to 15–20°C during the ecodormancy stage. Blooming date prediction models for these cultivars were constructed using the DVR values. Then, the applicability of the three cultivars as pollinizers for ‘Nanko’ was evaluated based on whether their predicted blooming times overlapped with that of ‘Nanko’. The models were optimized by adjusting the threshold of blooming percentages and initial points of heat accumulation during ecodormancy release to achieve the smallest differences between predicted and observed blooming dates (root mean squared error = 3.72–5.90). Simulations under different temperatures revealed the most suitable pollinizer cultivar for ‘Nanko’ going forward. Our predictions indicate that, in the simulated warmer conditions, the blooming date of ‘Kotsubu-nanko’ will be delayed 10 or more days compared with that of ‘Nanko’, and larger differences between the blooming dates of ‘Hakuo’ and ‘Nanko’ will occur under lower and higher temperatures. The blooming period of ‘NK14’ was predicted to remain stably synchronized with that of ‘Nanko’ under a range of simulated warmer and colder temperature conditions. These results showed that ‘NK14’ is an appropriate pollinizer for stable fruit production of ‘Nanko’ in the future, and highlight the importance of blooming time assessments based on the temperature responses of flower buds.

由于日本杏有许多自交不亲和的栽培品种,因此选择合适的授粉栽培品种对日本杏的稳定果实生产至关重要。本研究以和歌山县主导栽培品种 "Nanko "的三个授粉栽培品种 "Kotsubu-nanko"、"Hakuo "和 "NK14 "为例,用发育率(DVR)量化了内蛰期花芽的冷反应和生态休眠期花芽的热反应。根据对幼树进行的不同温度和时期组合的寒冷和高温暴露试验,得出了内蛰释放和生态蛰释放的近似DVRs函数。这些分析表明,温度超过 15°C 只对'白果'芽的内蛰释放有效。与'Kotsubu-nanko'和'Hakuo'的花蕾相比,'NK14'的花蕾在休眠期对 15-20°C 的温度敏感性较低。利用 DVR 值构建了这些栽培品种的开花期预测模型。然后,根据这三个栽培品种的预测开花时间是否与'南柯'的开花时间重叠,评估其作为'南柯'授粉媒介的适用性。通过调整开花百分比阈值和生态休眠释放期间热量积累的初始点,对模型进行了优化,以实现预测开花期与观测开花期之间的最小差异(均方根误差 = 3.72-5.90)。不同温度下的模拟结果显示了'南柯'未来最适合的授粉栽培品种。我们的预测表明,在模拟的较高温度条件下,'Kotsubu-nanko'的开花期将比'Nanko'推迟 10 天或更多,在较低和较高温度条件下,'Hakuo'和'Nanko'的开花期将出现较大差异。根据预测,'NK14'的开花期与'Nanko'的开花期在一系列模拟的较高和较低温度条件下保持稳定同步。这些结果表明,'NK14'是未来'Nanko'果实稳定生产的合适授粉体,并强调了根据花蕾的温度反应评估开花时间的重要性。
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引用次数: 0
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Horticulture Journal
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