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加权基因共表达网络分析揭示了采后‘冰糖橙’和‘塔罗科血橙’果实中柠檬酸和花色苷积累的潜在分子调控机制。

Weighted gene coexpression correlation network analysis reveals the potential molecular regulatory mechanism of citrate and anthocyanin accumulation between postharvest 'Bingtangcheng' and 'Tarocco' blood orange fruit.

机构信息

National Center for Citrus Improvement Changsha, College of Horticulture, Hunan Agricultural University, Changsha, CS, China.

Hunan Horticultural Research Institute, Changsha, CS, China.

出版信息

BMC Plant Biol. 2023 Jun 2;23(1):296. doi: 10.1186/s12870-023-04309-5.

Abstract

BACKGROUND

Organic acids and anthocyanins are the most important compounds for the flavor and nutritional quality of citrus fruit. However, there are few reports on the involvement of co-regulation of citrate and anthocyanin metabolism. Here, we performed a comparative transcriptome analysis to elucidate the genes and pathways involved in both citrate and anthocyanin accumulation in postharvest citrus fruit with 'Tarocco' blood orange (TBO; high accumulation) and 'Bingtangcheng' sweet orange (BTSO; low accumulation).

RESULTS

A robust core set of 825 DEGs were found to be temporally associated with citrate and anthocyanin accumulation throughout the storage period through transcriptome analysis. Further according to the results of weighted gene coexpression correlation network analysis (WGCNA), the turquoise and brown module was highly positively correlated with both of the content of citrate and anthocyanin, and p-type ATPase (PH8), phosphoenolpyruvate carboxylase kinase (PEPCK), chalcone isomerase (CHI), flavanone 3-hydroxylase (F3H), flavonoid 3'-hydroxylase (F3'H) and glutathione S transferase (GST) were considered key structural genes. Moreover, MYB family transcription factor (PH4), Zinc finger PHD-type transcription factor (CHR4, HAC12), Zinc finger SWIM-type transcription factor (FAR1) and Zinc finger C3H1-type transcription factor (ATC3H64) were considered hub genes related to these structural genes. Further qRT-PCR analysis verified that these transcription factors were highly expressed in TBO fruit and their expression profiles were significantly positively correlated with the structural genes of citrate and anthocyanin metabolism as well as the content of citrate and anthocyanin content.

CONCLUSIONS

The findings suggest that the CHR4, FAR1, ATC3H64 and HAC12 may be the new transcription regulators participate in controlling the level of citrate and anthocyanin in postharvest TBO fruit in addition to PH4. These results may providing new insight into the regulation mechanism of citrate and anthocyanin accumulation in citrus fruit.

摘要

背景

有机酸和花色苷是柑橘类水果风味和营养品质的最重要化合物。然而,关于柠檬酸和花色苷代谢共同调控的报道很少。在这里,我们进行了比较转录组分析,以阐明‘Tarocco’血橙(TBO;高积累)和‘Bingtangcheng’甜橙(BTSO;低积累)在采后柑橘果实中同时积累柠檬酸和花色苷所涉及的基因和途径。

结果

通过转录组分析,发现了一个强大的核心 825 个差异表达基因(DEGs)集合,这些基因在整个贮藏期间与柠檬酸和花色苷的积累具有时间相关性。进一步根据加权基因共表达网络分析(WGCNA)的结果,绿松石和棕色模块与柠檬酸和花色苷的含量高度正相关,并且 p 型 ATP 酶(PH8)、磷酸烯醇丙酮酸羧激酶(PEPCK)、查尔酮异构酶(CHI)、黄烷酮 3-羟化酶(F3H)、黄酮 3'-羟化酶(F3'H)和谷胱甘肽 S 转移酶(GST)被认为是关键的结构基因。此外,MYB 家族转录因子(PH4)、锌指 PHD 型转录因子(CHR4、HAC12)、锌指 SWIM 型转录因子(FAR1)和锌指 C3H1 型转录因子(ATC3H64)被认为是与这些结构基因相关的枢纽基因。进一步的 qRT-PCR 分析验证了这些转录因子在 TBO 果实中高度表达,并且它们的表达谱与柠檬酸和花色苷代谢的结构基因以及柠檬酸和花色苷含量显著正相关。

结论

这些结果表明,除 PH4 外,CHR4、FAR1、ATC3H64 和 HAC12 可能是参与调控 TBO 果实采后柠檬酸和花色苷水平的新转录调控因子。这些结果可能为柑橘果实中柠檬酸和花色苷积累的调控机制提供新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a387/10236656/21843a582b50/12870_2023_4309_Fig1_HTML.jpg

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