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农业生理学和转录组分析揭示了气培法中不同氮素水平下与马铃薯块茎形成相关的关键基因。

Agro-physiological and transcriptome profiling reveal key genes associated with potato tuberization under different nitrogen regimes in aeroponics.

作者信息

Zinta Rasna, Tiwari Jagesh Kumar, Buckseth Tanuja, Goutam Umesh, Singh Rajesh Kumar, Thakur Ajay Kumar, Kumar Vinod, Singh Shwetank, Kumar Manoj

机构信息

Indian Council of Agricultural Research-Central Potato Research Institute, Shimla, Himachal Pradesh, India.

School of Bioengineering and Biosciences, Lovely Professional University, Phagwara, Punjab, India.

出版信息

PLoS One. 2025 Mar 28;20(3):e0320313. doi: 10.1371/journal.pone.0320313. eCollection 2025.

Abstract

Nitrogen (N) is a crucial nutrient for the growth and development of potatoes. However, excessive use of nitrogen fertilizers can have detrimental effects on human health, aquatic ecosystems, and the environment. Therefore, understanding the genes involved in nitrogen metabolism is essential for developing future strategies to improve nitrogen use efficiency (NUE) in plants. This study aimed to identify genes associated with high tuber yield in two contrasting potato varieties Kufri Jyoti (N inefficient) and Kufri Pukhraj (N efficient) grown under low and high nitrogen regimes using an aeroponics system. Both varieties were grown in aeroponics with two nitrogen doses (low N: 0.5 mM N; high N: 5 mM N) using a completely randomized design (CRD) with three replications over two years. The phenotypic results confirmed that Kufri Pukhraj was more nitrogen use efficient compared to Kufri Jyoti, particularly under low nitrogen conditions. Additionally, transcriptome analysis produced high-quality data ( ≥ Q20), ranging from 4.35 to 5.46 Gb per sample. Statistically significant genes (p ≤  0.05) were identified based on the reference potato genome. Differentially expressed genes (DEGs) were categorized as either up-regulated or down-regulated in leaf and tuber tissues. Transcriptome profiling of both tuber and leaf tissues revealed genes associated with traits contributing to high tuber yield under both high and low nitrogen conditions. The DEGs were further characterized through gene ontology (GO) annotation and KEGG pathway analysis. Selected genes were validated through real-time quantitative polymerase chain reaction (RT-qPCR) analysis. In summary, several genes were identified as being involved in high tuber yield component traits in potatoes under different nitrogen conditions. These included glutaredoxin, transcription factors (BTB/POZ, AP2/ERF, and MYB), nitrate transporter, aquaporin TIP1;3, glutamine synthetase, aminotransferase, GDSL esterase/lipase, sucrose synthase, UDP-glycosyltransferases, osmotin, xyloglucan endotransglucosylase/hydrolase, and laccases. Additionally, we identified overexpressed genes including cysteine protease inhibitor 1, miraculin, sterol desaturase, and pectinesterase in Kufri Pukhraj under low N stress. Our study highlights these genes' roles in enhancing tuber yield in potatoes cultivated under both high and low nitrogen in aeroponics.

摘要

氮(N)是马铃薯生长发育所需的关键养分。然而,过量使用氮肥会对人类健康、水生生态系统和环境产生不利影响。因此,了解参与氮代谢的基因对于制定未来提高植物氮素利用效率(NUE)的策略至关重要。本研究旨在利用气培系统,鉴定在低氮和高氮条件下生长的两个对比鲜明的马铃薯品种库夫里·乔蒂(氮低效)和库夫里·普赫拉杰(氮高效)中与高块茎产量相关的基因。两个品种均在气培条件下,采用完全随机设计(CRD),设置两种氮素剂量(低氮:0.5 mM N;高氮:5 mM N),重复三次,历时两年。表型结果证实,与库夫里·乔蒂相比,库夫里·普赫拉杰的氮素利用效率更高,尤其是在低氮条件下。此外,转录组分析产生了高质量数据(≥Q20),每个样本的数据量在4.35至5.46 Gb之间。基于参考马铃薯基因组鉴定出具有统计学意义的基因(p≤0.05)。差异表达基因(DEGs)在叶和块茎组织中被分类为上调或下调。块茎和叶组织的转录组分析揭示了在高氮和低氮条件下与高块茎产量相关性状的基因。通过基因本体(GO)注释和KEGG通路分析对DEGs进行了进一步表征。通过实时定量聚合酶链反应(RT-qPCR)分析对选定基因进行了验证。总之,在不同氮条件下,鉴定出了几个参与马铃薯高块茎产量构成性状的基因。这些基因包括谷氧还蛋白、转录因子(BTB/POZ、AP2/ERF和MYB)、硝酸盐转运蛋白、水通道蛋白TIP1;3、谷氨酰胺合成酶、转氨酶、GDSL酯酶/脂肪酶、蔗糖合酶、UDP-糖基转移酶、渗透素、木葡聚糖内转糖基酶/水解酶和漆酶。此外,我们还鉴定出库夫里·普赫拉杰在低氮胁迫下的过表达基因,包括半胱氨酸蛋白酶抑制剂1、奇迹果蛋白、甾醇去饱和酶和果胶酯酶。我们的研究突出了这些基因在气培条件下高氮和低氮种植的马铃薯中提高块茎产量的作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/96cc/11952238/c3a03ffedda6/pone.0320313.g001.jpg

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