Key Regulators of Sucrose Metabolism Identified through Comprehensive Comparative Transcriptome Analysis in Peanuts
Sucrose content is a crucial indicator of quality and flavor in peanut seed, and there is a lack of clarity on the molecular basis of sucrose metabolism in peanut seed. In this context, we performed a comprehensive comparative transcriptome study on the samples collected at seven seed development st...
Main Authors: | , , , , , , , , , , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-07-01
|
Series: | International Journal of Molecular Sciences |
Subjects: | |
Online Access: | https://www.mdpi.com/1422-0067/22/14/7266 |
id |
doaj-4a5d968c8eec4a529cd90f7d4462b6e0 |
---|---|
record_format |
Article |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Weitao Li Li Huang Nian Liu Manish K. Pandey Yuning Chen Liangqiang Cheng Jianbin Guo Bolun Yu Huaiyong Luo Xiaojing Zhou Dongxin Huai Weigang Chen Liying Yan Xin Wang Yong Lei Rajeev K. Varshney Boshou Liao Huifang Jiang |
spellingShingle |
Weitao Li Li Huang Nian Liu Manish K. Pandey Yuning Chen Liangqiang Cheng Jianbin Guo Bolun Yu Huaiyong Luo Xiaojing Zhou Dongxin Huai Weigang Chen Liying Yan Xin Wang Yong Lei Rajeev K. Varshney Boshou Liao Huifang Jiang Key Regulators of Sucrose Metabolism Identified through Comprehensive Comparative Transcriptome Analysis in Peanuts International Journal of Molecular Sciences transcriptional regulation sucrose metabolism RNA-based sequencing (RNA-seq) development peanut seed |
author_facet |
Weitao Li Li Huang Nian Liu Manish K. Pandey Yuning Chen Liangqiang Cheng Jianbin Guo Bolun Yu Huaiyong Luo Xiaojing Zhou Dongxin Huai Weigang Chen Liying Yan Xin Wang Yong Lei Rajeev K. Varshney Boshou Liao Huifang Jiang |
author_sort |
Weitao Li |
title |
Key Regulators of Sucrose Metabolism Identified through Comprehensive Comparative Transcriptome Analysis in Peanuts |
title_short |
Key Regulators of Sucrose Metabolism Identified through Comprehensive Comparative Transcriptome Analysis in Peanuts |
title_full |
Key Regulators of Sucrose Metabolism Identified through Comprehensive Comparative Transcriptome Analysis in Peanuts |
title_fullStr |
Key Regulators of Sucrose Metabolism Identified through Comprehensive Comparative Transcriptome Analysis in Peanuts |
title_full_unstemmed |
Key Regulators of Sucrose Metabolism Identified through Comprehensive Comparative Transcriptome Analysis in Peanuts |
title_sort |
key regulators of sucrose metabolism identified through comprehensive comparative transcriptome analysis in peanuts |
publisher |
MDPI AG |
series |
International Journal of Molecular Sciences |
issn |
1661-6596 1422-0067 |
publishDate |
2021-07-01 |
description |
Sucrose content is a crucial indicator of quality and flavor in peanut seed, and there is a lack of clarity on the molecular basis of sucrose metabolism in peanut seed. In this context, we performed a comprehensive comparative transcriptome study on the samples collected at seven seed development stages between a high-sucrose content variety (ICG 12625) and a low-sucrose content variety (Zhonghua 10). The transcriptome analysis identified a total of 8334 genes exhibiting significantly different abundances between the high- and low-sucrose varieties. We identified 28 differentially expressed genes (DEGs) involved in sucrose metabolism in peanut and 12 of these encoded sugars will eventually be exported transporters (SWEETs). The remaining 16 genes encoded enzymes, such as cell wall invertase (CWIN), vacuolar invertase (VIN), cytoplasmic invertase (CIN), cytosolic fructose-bisphosphate aldolase (FBA), cytosolic fructose-1,6-bisphosphate phosphatase (FBP), sucrose synthase (SUS), cytosolic phosphoglucose isomerase (PGI), hexokinase (HK), and sucrose-phosphate phosphatase (SPP). The weighted gene co-expression network analysis (WGCNA) identified seven genes encoding key enzymes (CIN, FBA, FBP, HK, and SPP), three SWEET genes, and 90 transcription factors (TFs) showing a high correlation with sucrose content. Furthermore, upon validation, six of these genes were successfully verified as exhibiting higher expression in high-sucrose recombinant inbred lines (RILs). Our study suggested the key roles of the high expression of SWEETs and enzymes in sucrose synthesis making the genotype ICG 12625 sucrose-rich. This study also provided insights into the molecular basis of sucrose metabolism during seed development and facilitated exploring key candidate genes and molecular breeding for sucrose content in peanuts. |
topic |
transcriptional regulation sucrose metabolism RNA-based sequencing (RNA-seq) development peanut seed |
url |
https://www.mdpi.com/1422-0067/22/14/7266 |
work_keys_str_mv |
AT weitaoli keyregulatorsofsucrosemetabolismidentifiedthroughcomprehensivecomparativetranscriptomeanalysisinpeanuts AT lihuang keyregulatorsofsucrosemetabolismidentifiedthroughcomprehensivecomparativetranscriptomeanalysisinpeanuts AT nianliu keyregulatorsofsucrosemetabolismidentifiedthroughcomprehensivecomparativetranscriptomeanalysisinpeanuts AT manishkpandey keyregulatorsofsucrosemetabolismidentifiedthroughcomprehensivecomparativetranscriptomeanalysisinpeanuts AT yuningchen keyregulatorsofsucrosemetabolismidentifiedthroughcomprehensivecomparativetranscriptomeanalysisinpeanuts AT liangqiangcheng keyregulatorsofsucrosemetabolismidentifiedthroughcomprehensivecomparativetranscriptomeanalysisinpeanuts AT jianbinguo keyregulatorsofsucrosemetabolismidentifiedthroughcomprehensivecomparativetranscriptomeanalysisinpeanuts AT bolunyu keyregulatorsofsucrosemetabolismidentifiedthroughcomprehensivecomparativetranscriptomeanalysisinpeanuts AT huaiyongluo keyregulatorsofsucrosemetabolismidentifiedthroughcomprehensivecomparativetranscriptomeanalysisinpeanuts AT xiaojingzhou keyregulatorsofsucrosemetabolismidentifiedthroughcomprehensivecomparativetranscriptomeanalysisinpeanuts AT dongxinhuai keyregulatorsofsucrosemetabolismidentifiedthroughcomprehensivecomparativetranscriptomeanalysisinpeanuts AT weigangchen keyregulatorsofsucrosemetabolismidentifiedthroughcomprehensivecomparativetranscriptomeanalysisinpeanuts AT liyingyan keyregulatorsofsucrosemetabolismidentifiedthroughcomprehensivecomparativetranscriptomeanalysisinpeanuts AT xinwang keyregulatorsofsucrosemetabolismidentifiedthroughcomprehensivecomparativetranscriptomeanalysisinpeanuts AT yonglei keyregulatorsofsucrosemetabolismidentifiedthroughcomprehensivecomparativetranscriptomeanalysisinpeanuts AT rajeevkvarshney keyregulatorsofsucrosemetabolismidentifiedthroughcomprehensivecomparativetranscriptomeanalysisinpeanuts AT boshouliao keyregulatorsofsucrosemetabolismidentifiedthroughcomprehensivecomparativetranscriptomeanalysisinpeanuts AT huifangjiang keyregulatorsofsucrosemetabolismidentifiedthroughcomprehensivecomparativetranscriptomeanalysisinpeanuts |
_version_ |
1721287895975723008 |
spelling |
doaj-4a5d968c8eec4a529cd90f7d4462b6e02021-07-23T13:45:17ZengMDPI AGInternational Journal of Molecular Sciences1661-65961422-00672021-07-01227266726610.3390/ijms22147266Key Regulators of Sucrose Metabolism Identified through Comprehensive Comparative Transcriptome Analysis in PeanutsWeitao Li0Li Huang1Nian Liu2Manish K. Pandey3Yuning Chen4Liangqiang Cheng5Jianbin Guo6Bolun Yu7Huaiyong Luo8Xiaojing Zhou9Dongxin Huai10Weigang Chen11Liying Yan12Xin Wang13Yong Lei14Rajeev K. Varshney15Boshou Liao16Huifang Jiang17Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Wuhan 430062, ChinaKey Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Wuhan 430062, ChinaKey Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Wuhan 430062, ChinaCenter of Excellence in Genomics & Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad 502324, IndiaKey Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Wuhan 430062, ChinaOil Research Institute of Guizhou Province, Guizhou Academy of Agricultural Science, Guiyang 550006, ChinaKey Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Wuhan 430062, ChinaKey Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Wuhan 430062, ChinaKey Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Wuhan 430062, ChinaKey Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Wuhan 430062, ChinaKey Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Wuhan 430062, ChinaKey Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Wuhan 430062, ChinaKey Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Wuhan 430062, ChinaKey Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Wuhan 430062, ChinaKey Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Wuhan 430062, ChinaCenter of Excellence in Genomics & Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad 502324, IndiaKey Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Wuhan 430062, ChinaKey Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Wuhan 430062, ChinaSucrose content is a crucial indicator of quality and flavor in peanut seed, and there is a lack of clarity on the molecular basis of sucrose metabolism in peanut seed. In this context, we performed a comprehensive comparative transcriptome study on the samples collected at seven seed development stages between a high-sucrose content variety (ICG 12625) and a low-sucrose content variety (Zhonghua 10). The transcriptome analysis identified a total of 8334 genes exhibiting significantly different abundances between the high- and low-sucrose varieties. We identified 28 differentially expressed genes (DEGs) involved in sucrose metabolism in peanut and 12 of these encoded sugars will eventually be exported transporters (SWEETs). The remaining 16 genes encoded enzymes, such as cell wall invertase (CWIN), vacuolar invertase (VIN), cytoplasmic invertase (CIN), cytosolic fructose-bisphosphate aldolase (FBA), cytosolic fructose-1,6-bisphosphate phosphatase (FBP), sucrose synthase (SUS), cytosolic phosphoglucose isomerase (PGI), hexokinase (HK), and sucrose-phosphate phosphatase (SPP). The weighted gene co-expression network analysis (WGCNA) identified seven genes encoding key enzymes (CIN, FBA, FBP, HK, and SPP), three SWEET genes, and 90 transcription factors (TFs) showing a high correlation with sucrose content. Furthermore, upon validation, six of these genes were successfully verified as exhibiting higher expression in high-sucrose recombinant inbred lines (RILs). Our study suggested the key roles of the high expression of SWEETs and enzymes in sucrose synthesis making the genotype ICG 12625 sucrose-rich. This study also provided insights into the molecular basis of sucrose metabolism during seed development and facilitated exploring key candidate genes and molecular breeding for sucrose content in peanuts.https://www.mdpi.com/1422-0067/22/14/7266transcriptional regulationsucrose metabolismRNA-based sequencing (RNA-seq)developmentpeanut seed |