Lin Liang
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Lin Liang has a total of 11 co-authors. Here are the top co-authors by number of shared publications:
- Wei Sun
Key Laboratory of State Forestry Administration on Biodiversity Conservation in Karst Mountain Area of Southwest of China, School of Life Science, Guizhou Normal University, Guiyang 550025, China
3 shared publications - Yuxin Pang
Pharmacy College, Guizhou University of Traditional Chinese Medicine, Guiyang 550025, China
3 shared publications - Hongxi Shi
Pharmacy College, Guizhou University of Traditional Chinese Medicine, Guiyang 550025, China
2 shared publications - Wenxuan Zhao
Pharmacy College, Guizhou University of Traditional Chinese Medicine, Guiyang 550025, China
2 shared publications - Yaqiang Zheng
College of Pharmacy, Guizhou University of Traditional Chinese Medicine, Guiyang 550025, China
2 shared publications - Zhigang Ju
Pharmacy College, Guizhou University of Traditional Chinese Medicine, Guiyang 550025, China
2 shared publications
Latest Publications
- Open Access
- 6 October 2024
- Published by MDPI AG in Horticulturae
- Vol. 10 (10) , 1068
Full-Length Transcriptome Analysis and Characterization of DFRs Involved in the Formation of Anthocyanin in Allium wallichii
Allium wallichii is famous for its reddish-purple flowers, which can be utilized as cut flowers and garden landscaping. Flower color is mainly determined by flavonoids, betalains, carotenoids, as well as other pigments. However, there is no research on the color formation mechanism in A. wallichii, which restricts its genetic improvement and development of superior varieties. The flower of A. wallichii was collected for full-length transcriptome sequencing and metabolome analysis using PacBio SMART and UPLC-MS, respectively. A total of 45 anthocyanins were detected in its flower, and 75,778 transcripts of 107,208 non-redundant transcripts were annotated. Then, two AwDFRs were cloned and characterized using bioinformatics tools. Enzyme activity assays revealed that both AwDFR1 and AwDFR2 possessed DFR activity in vitro that only accepted DHQ and DHM as substrates, except for DHK. Finally, physiological results showed that AwDFR1 and AwDFR2 could restore the lacking phenotypes of Arabidopsis tt3 mutant and increase the content of anthoycanin in tobacco petals. The anthocyanins and transcriptome in A. wallichii were firstly reported, and AwDFR1 and AwDFR2 are key enzymes participating in the biosynthesis of anthocyanins. This research provides important guidance for future key gene mining, color improvement, and horticultural breeding in A. wallichii.
- 6 October 2024
- Published by MDPI AG in Horticulturae
- Vol. 10 (10) , 1068
Open AccessFull-Length Transcriptome Analysis and Characterization of DFRs Involved in the Formation of Anthocyanin in Allium wallichii
Allium wallichii is famous for its reddish-purple flowers, which can be utilized as cut flowers and garden landscaping. Flower color is mainly determined by flavonoids, betalains, carotenoids, as well as other pigments. However, there is no research on the color formation mechanism in A. wallichii, which restricts its genetic improvement and development of superior varieties. The flower of A. wallichii was collected for full-length transcriptome sequencing and metabolome analysis using PacBio SMART and UPLC-MS, respectively. A total of 45 anthocyanins were detected in its flower, and 75,778 transcripts of 107,208 non-redundant transcripts were annotated. Then, two AwDFRs were cloned and characterized using bioinformatics tools. Enzyme activity assays revealed that both AwDFR1 and AwDFR2 possessed DFR activity in vitro that only accepted DHQ and DHM as substrates, except for DHK. Finally, physiological results showed that AwDFR1 and AwDFR2 could restore the lacking phenotypes of Arabidopsis tt3 mutant and increase the content of anthoycanin in tobacco petals. The anthocyanins and transcriptome in A. wallichii were firstly reported, and AwDFR1 and AwDFR2 are key enzymes participating in the biosynthesis of anthocyanins. This research provides important guidance for future key gene mining, color improvement, and horticultural breeding in A. wallichii.
- Open Access
Full-Length Transcriptome Sequencing and RNA-Seq Analysis Offer Insights into Terpenoid Biosynthesis in Blumea balsamifera (L.) DC.
Blumea balsamifera (L.) DC., an important economic and medicinal herb, has a long history of being used as a traditional Chinese medicine. Its leaves have always been used as a raw material for the extraction of essential oils, comprising large amounts of terpenoids, which have good therapeutic effects on many diseases, such as eczema, bacterial infection, and hypertension. However, the genetic basis of terpenoid biosynthesis in this plant is virtually unknown on account of the lack of genomic data. Here, a combination of next-generation sequencing (NGS) and full-length transcriptome sequencing was applied to identify genes involved in terpenoid biosynthesis at five developmental stages. Then, the main components of essential oils in B. balsamifera were identified using GC–MS. Overall, 16 monoterpenoids and 20 sesquiterpenoids were identified and 333,860 CCS reads were generated, yielding 65,045 non-redundant transcripts. Among these highly accurate transcripts, 59,958 (92.18%) transcripts were successfully annotated using NR, eggNOG, Swissprot, KEGG, KOG, COG, Pfam, and GO databases. Finally, a total of 56 differently expressed genes (DEGs) involved in terpenoid biosynthesis were identified, including 38 terpenoid backbone genes and 18 TPSs, which provide a significant amount of genetic information for B. balsamifera. These results build a basis for resource protection, molecular breeding, and the metabolic engineering of this plant.
Open AccessFull-Length Transcriptome Sequencing and RNA-Seq Analysis Offer Insights into Terpenoid Biosynthesis in Blumea balsamifera (L.) DC.
Blumea balsamifera (L.) DC., an important economic and medicinal herb, has a long history of being used as a traditional Chinese medicine. Its leaves have always been used as a raw material for the extraction of essential oils, comprising large amounts of terpenoids, which have good therapeutic effects on many diseases, such as eczema, bacterial infection, and hypertension. However, the genetic basis of terpenoid biosynthesis in this plant is virtually unknown on account of the lack of genomic data. Here, a combination of next-generation sequencing (NGS) and full-length transcriptome sequencing was applied to identify genes involved in terpenoid biosynthesis at five developmental stages. Then, the main components of essential oils in B. balsamifera were identified using GC–MS. Overall, 16 monoterpenoids and 20 sesquiterpenoids were identified and 333,860 CCS reads were generated, yielding 65,045 non-redundant transcripts. Among these highly accurate transcripts, 59,958 (92.18%) transcripts were successfully annotated using NR, eggNOG, Swissprot, KEGG, KOG, COG, Pfam, and GO databases. Finally, a total of 56 differently expressed genes (DEGs) involved in terpenoid biosynthesis were identified, including 38 terpenoid backbone genes and 18 TPSs, which provide a significant amount of genetic information for B. balsamifera. These results build a basis for resource protection, molecular breeding, and the metabolic engineering of this plant.
- Open Access
Full-Length Transcriptome Sequencing and Identification of Genes Related to Terpenoid Biosynthesis in Cinnamomum migao H. W. Li
Cinnamomum migao H. W. Li is an evergreen woody plant that is only distributed in southwest China. The volatile oils from the fruits of C. migao have long been used as a special authentic medicinal herb by local ethnic minorities. Due to its low seed germination rate, destructive lumbering and low rates of artificial planting, C. migao is facing the danger of extinction. Therefore, it is urgent to exploit and protect this species using molecular biological technology, especially to target the genes involved in the biosynthesis of terpenoids in the volatile oil. However, the genomic data for this plant are not available. In this study, the transcriptome sequencing of C. migao was performed to obtain the key genes involved in terpenoid biosynthesis via a combination of full-length transcriptome and next-generation sequencing (NGS). More than 39.9 Gb of raw data was obtained and 515,929 circular consensus sequences (CCSs) were extracted. After clustering similar 472,858 full-length non-chimeric (FLNC) reads and correction with NGS data, 139,871 consensus isoforms were obtained. Meanwhile, 73,575 non-redundant transcripts were generated by removing redundant transcripts. Then, 70,427 isoforms were successfully annotated using public databases. Moreover, differentially expressed transcripts (DETs) in four different developmental stages of the C. migao fruit were analyzed and 5764 transcripts showed period-specific expression. Finally, 15 transcripts, 6 transcripts, and only 1 transcript were identified as being involved in the biosynthesis of sesquiterpenoids, diterpenoids, and monoterpenoids, respectively. This study provides a basis for future research in the gene mining, genetic breeding, and metabolic engineering of C. migao.
Open AccessFull-Length Transcriptome Sequencing and Identification of Genes Related to Terpenoid Biosynthesis in Cinnamomum migao H. W. Li
Cinnamomum migao H. W. Li is an evergreen woody plant that is only distributed in southwest China. The volatile oils from the fruits of C. migao have long been used as a special authentic medicinal herb by local ethnic minorities. Due to its low seed germination rate, destructive lumbering and low rates of artificial planting, C. migao is facing the danger of extinction. Therefore, it is urgent to exploit and protect this species using molecular biological technology, especially to target the genes involved in the biosynthesis of terpenoids in the volatile oil. However, the genomic data for this plant are not available. In this study, the transcriptome sequencing of C. migao was performed to obtain the key genes involved in terpenoid biosynthesis via a combination of full-length transcriptome and next-generation sequencing (NGS). More than 39.9 Gb of raw data was obtained and 515,929 circular consensus sequences (CCSs) were extracted. After clustering similar 472,858 full-length non-chimeric (FLNC) reads and correction with NGS data, 139,871 consensus isoforms were obtained. Meanwhile, 73,575 non-redundant transcripts were generated by removing redundant transcripts. Then, 70,427 isoforms were successfully annotated using public databases. Moreover, differentially expressed transcripts (DETs) in four different developmental stages of the C. migao fruit were analyzed and 5764 transcripts showed period-specific expression. Finally, 15 transcripts, 6 transcripts, and only 1 transcript were identified as being involved in the biosynthesis of sesquiterpenoids, diterpenoids, and monoterpenoids, respectively. This study provides a basis for future research in the gene mining, genetic breeding, and metabolic engineering of C. migao.