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加权基因共表达网络分析揭示了‘黑琥珀’李果实不同贮藏温度下花色苷积累的潜在分子调控机制。

Weighted gene coexpression correlation network analysis reveals a potential molecular regulatory mechanism of anthocyanin accumulation under different storage temperatures in 'Friar' plum.

机构信息

College of Life Science, Hebei Normal University, Shijiazhuang, Hebei Province, 050024, People's Republic of China.

Institute of Biotechnology and Food Science, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang, Hebei Province, 050051, People's Republic of China.

出版信息

BMC Plant Biol. 2021 Dec 6;21(1):576. doi: 10.1186/s12870-021-03354-2.

Abstract

BACKGROUND

Flesh is prone to accumulate more anthocyanin in postharvest 'Friar' plum (Prunus salicina Lindl.) fruit stored at an intermediate temperature. However, little is known about the molecular mechanism of anthocyanin accumulation regulated by storage temperature in postharvest plum fruit.

RESULTS

To reveal the potential molecular regulation mechanism of anthocyanin accumulation in postharvest 'Friar' plum fruit stored at different temperatures (0 °C, 10 °C and 25 °C), the fruit quality, metabolite profile and transcriptome of its flesh were investigated. Compared to the plum fruit stored at 0 °C and 25 °C, the fruit stored at 10 °C showed lower fruit firmness after 14 days and reduced the soluble solids content after 21 days of storage. The metabolite analysis indicated that the fruit stored at 10 °C had higher contents of anthocyanins (pelargonidin-3-O-glucoside, cyanidin-3-O-glucoside, cyanidin-3-O-rutinoside and quercetin-3-O-rutinose), quercetin and sucrose in the flesh. According to the results of weighted gene coexpression correlation network analysis (WGCNA), the turquoise module was positively correlated with the content of anthocyanin components, and flavanone 3-hydroxylase (F3H) and chalcone synthase (CHS) were considered hub genes. Moreover, MYB family transcription factor APL (APL), MYB10 transcription factor (MYB10), ethylene-responsive transcription factor WIN1 (WIN1), basic leucine zipper 43-like (bZIP43) and transcription factor bHLH111-like isoform X2 (bHLH111) were closely related to these hub genes. Further qRT-PCR analysis verified that these transcription factors were specifically more highly expressed in plum flesh stored at 10 °C, and their expression profiles were significantly positively correlated with the structural genes of anthocyanin synthesis as well as the content of anthocyanin components. In addition, the sucrose biosynthesis-associated gene sucrose synthase (SS) was upregulated at 10 °C, which was also closely related to the anthocyanin content of plum fruit stored at 10 °C.

CONCLUSIONS

The present results suggest that the transcription factors APL, MYB10, WIN1, bZIP43 and bHLH111 may participate in the accumulation of anthocyanin in 'Friar' plum flesh during intermediate storage temperatures by regulating the expression of anthocyanin biosynthetic structural genes. In addition, the SS gene may play a role in anthocyanin accumulation in plum flesh by regulating sucrose biosynthesis.

摘要

背景

在中温贮藏条件下,果肉更容易在采后‘佛见喜’李(Prunus salicina Lindl.)果实中积累更多的花青素。然而,对于采后李果实贮藏温度调控花青素积累的分子机制知之甚少。

结果

为了揭示不同温度(0°C、10°C 和 25°C)贮藏对采后‘佛见喜’李果实花青素积累的潜在分子调控机制,对其果肉的果实品质、代谢组学和转录组学进行了研究。与 0°C 和 25°C 贮藏的李果相比,10°C 贮藏的李果在 14 天后果实硬度降低,在 21 天贮藏后可溶性固形物含量降低。代谢分析表明,10°C 贮藏的果肉中花色苷(矢车菊素-3-O-葡萄糖苷、天竺葵素-3-O-葡萄糖苷、天竺葵素-3-O-鼠李糖苷和槲皮素-3-O-芸香糖苷)、槲皮素和蔗糖含量较高。根据加权基因共表达网络分析(WGCNA)的结果,绿松石模块与花色苷成分的含量呈正相关,类黄酮 3-羟化酶(F3H)和查尔酮合酶(CHS)被认为是枢纽基因。此外,MYB 家族转录因子 APL(APL)、MYB10 转录因子(MYB10)、乙烯响应转录因子 WIN1(WIN1)、碱性亮氨酸拉链 43 样(bZIP43)和转录因子 bHLH111 样同工型 X2(bHLH111)与这些枢纽基因密切相关。进一步的 qRT-PCR 分析验证了这些转录因子在 10°C 贮藏的李果肉中特异性高表达,其表达谱与花色苷合成的结构基因以及花色苷成分的含量呈显著正相关。此外,蔗糖合成相关基因蔗糖合酶(SS)在 10°C 时上调,这与 10°C 贮藏李果中花色苷含量也密切相关。

结论

本研究结果表明,转录因子 APL、MYB10、WIN1、bZIP43 和 bHLH111 可能通过调控花色苷生物合成结构基因的表达,参与‘佛见喜’李果肉中花色苷的积累。此外,SS 基因可能通过调节蔗糖合成在李果肉中花色苷的积累中发挥作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d39c/8647467/c71415f75c5f/12870_2021_3354_Fig1_HTML.jpg

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