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通过转录组和代谢组分析鉴定番茄果实中与糖度相关的碳水化合物和有机酸代谢基因

Identification of the Carbohydrate and Organic Acid Metabolism Genes Responsible for Brix in Tomato Fruit by Transcriptome and Metabolome Analysis.

作者信息

Li Ning, Wang Juan, Wang Baike, Huang Shaoyong, Hu Jiahui, Yang Tao, Asmutola Patiguli, Lan Haiyan, Qinghui Yu

机构信息

Institute of Horticulture Crops, Xinjiang Academy of Agricultural Sciences, Urumqi, China.

College of Forestry and Horticulture, Xinjiang Agricultural University, Urumqi, China.

出版信息

Front Genet. 2021 Sep 3;12:714942. doi: 10.3389/fgene.2021.714942. eCollection 2021.

Abstract

BACKGROUND

Sugar and organic acids not only contribute to the formation of soluble solids (Brix) but also are an essential factor affecting the overall flavor intensity. However, the possible metabolic targets and molecular synthesis mechanisms remain to be further clarified.

METHODS

UHPLC-HRMS (ultrahigh-performance liquid chromatography and high-resolution mass spectrometry) combined with comparative transcriptome analysis were performed in fruits at green ripe (S1), turning-color (S2), and red ripe (S3) stages of two tomato genotypes TM-1 ( L., LA0436) and TM-38 ( L. cultivar M82, LA3475) that vary in fruit Brix.

RESULTS

The fruit Brix of TM-1 was nearly twice that of TM-38 at S3. Nevertheless, TM-1 accumulated 1.84- and 2.77-fold the L-malic acid and citric acid in red ripe fruit (S3) compared with TM-38, respectively. D-glucose and D-fructose in TM-1 and TM-38 fruits tended to be similar at S3. Concomitantly, the sugar/organic acid ratio of TM-38 fruits were 23. 08-, 4. 38-, and 2.59-fold higher than that of TM-1 fruits at S1, S2, and S3, respectively. Among starch and sucrose (carbohydrate, CHO) metabolism (ko00500) genes, (Solyc07g042550.3) and (Solyc08g077530.3) were positively ( = 0.885-0.931) correlated with the sugar/organic acid ratio. Besides, (Solyc09g010080.3 and Solyc09g010090.5.1), (Solyc04g082090.3), α (Solyc02g020980.2.1), (Solyc06g073750.4, Solyc06g073760.3, and Solyc01g081170.3), (Solyc01g005210.2 and Solyc07g006500.3), and (Solyc08g079060.4) were negatively ( = -0.823 to -0.918) correlated with the sugar/organic acid ratio. The organic acid (TCA cycle) metabolism (ko00020) gene (Solyc01g096140.3) was also negatively ( = -0.905) correlated with the sugar/organic acid ratio.

CONCLUSION

Citric acid may play a more dominant role in the sugar/organic acid ratio of the tomato fruit, and the contribution of both L-malic acid and citric acid to the fruit Brix was much greater than that of D-glucose and D-fructose. Genes involved in CHO and TCA metabolism, which have a significant correlation with the sugar/organic acid ratio were considered to be the contributing factors of fruit Brix.

摘要

背景

糖和有机酸不仅有助于可溶性固形物(糖度)的形成,也是影响整体风味强度的重要因素。然而,其可能的代谢靶点和分子合成机制仍有待进一步阐明。

方法

采用超高效液相色谱-高分辨质谱联用(UHPLC-HRMS)并结合比较转录组分析,对两种果实糖度不同的番茄基因型TM-1(L.,LA0436)和TM-38(L. 栽培品种M82,LA3475)处于绿熟期(S1)、转色期(S2)和红熟期(S3)的果实进行研究。

结果

在S3阶段,TM-1的果实糖度几乎是TM-38的两倍。然而,与TM-38相比,TM-1在红熟果实(S3)中积累的L-苹果酸和柠檬酸分别是其1.84倍和2.77倍。在S3阶段,TM-1和TM-38果实中的D-葡萄糖和D-果糖含量趋于相似。同时,在S1、S2和S3阶段,TM-38果实的糖/酸比分别比TM-1果实高23.08倍、4.38倍和2.59倍。在淀粉和蔗糖(碳水化合物,CHO)代谢(ko00500)基因中,(Solyc07g042550.3)和(Solyc08g077530.3)与糖/酸比呈正相关(= 0.885 - 0.931)。此外,(Solyc09g010080.3和Solyc09g010090.5.1)、(Solyc04g082090.3)、α(Solyc02g020980.2.1)、(Solyc06g073750.4、Solyc06g073760.3和Solyc01g081170.3)、(Solyc01g005210.2和Solyc07g006500.3)以及(Solyc08g079060.4)与糖/酸比呈负相关(= -0.823至 -0.918)。有机酸(三羧酸循环)代谢(ko00020)基因(Solyc01g096140.3)也与糖/酸比呈负相关(= -0.905)。

结论

柠檬酸在番茄果实的糖/酸比中可能起更主要的作用;L-苹果酸和柠檬酸对果实糖度的贡献远大于D-葡萄糖和D-果糖。参与CHO和三羧酸循环代谢且与糖/酸比显著相关的基因被认为是果实糖度的影响因素。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7f7c/8446636/d322ae4f013b/fgene-12-714942-g001.jpg

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