Next Generation Sequencing and Transcriptome Analysis Predicts Biosynthetic Pathway of Sennosides from Senna (Cassia angustifolia Vahl.), a Non-Model Plant with Potent Laxative Properties

被引:92
作者
Reddy, Nagaraja Reddy Rama [1 ]
Mehta, Rucha Harishbhai [1 ]
Soni, Palak Harendrabhai [1 ]
Makasana, Jayanti [1 ]
Gajbhiye, Narendra Athamaram [1 ]
Ponnuchamy, Manivel [1 ]
Kumar, Jitendra [1 ]
机构
[1] ICAR Res Complex, DMAPR, Anand, Gujarat, India
关键词
PENTATRICOPEPTIDE REPEAT PROTEINS; ZINC-FINGER PROTEINS; ALKALOID BIOSYNTHESIS; RNA-SEQ; MICROSATELLITE MARKERS; FUNCTIONAL GENOMICS; CATHARANTHUS-ROSEUS; CELL-CULTURES; SSR MARKERS; GENES;
D O I
10.1371/journal.pone.0129422
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Senna (Cassia angustifolia Vahl.) is a world's natural laxative medicinal plant. Laxative properties are due to sennosides (anthraquinone glycosides) natural products. However, little genetic information is available for this species, especially concerning the biosynthetic pathways of sennosides. We present here the transcriptome sequencing of young and mature leaf tissue of Cassia angustifolia using Illumina MiSeq platform that resulted in a total of 6.34 Gb of raw nucleotide sequence. The sequence assembly resulted in 42230 and 37174 transcripts with an average length of 1119 bp and 1467 bp for young and mature leaf, respectively. The transcripts were annotated using NCBI BLAST with 'green plant database (txid 33090)', Swiss Prot, Kyoto Encylcopedia of Genes & Genomes (KEGG), Cluster of Orthologous Gene (COG) and Gene Ontology (GO). Out of the total transcripts, 40138 (95.0%) and 36349 (97.7%) from young and mature leaf, respectively, were annotated by BLASTX against green plant database of NCBI. We used InterProscan to see protein similarity at domain level, a total of 34031 (young leaf) and 32077 (mature leaf) transcripts were annotated against the Pfam domains. All transcripts from young and mature leaf were assigned to 191 KEGG pathways. There were 166 and 159 CDS, respectively, from young and mature leaf involved in metabolism of terpenoids and polyketides. Many CDS encoding enzymes leading to biosynthesis of sennosides were identified. A total of 10,763 CDS differentially expressing in both young and mature leaf libraries of which 2,343 (21.7%) CDS were up-regulated in young compared to mature leaf. Several differentially expressed genes found functionally associated with sennoside biosynthesis. CDS encoding for many CYPs and TF families were identified having probable roles in metabolism of primary as well as secondary metabolites. We developed SSR markers for molecular breeding of senna. We have identified a set of putative genes involved in various secondary metabolite pathways, especially those related to the synthesis of sennosides which will serve as an important platform for public information about gene expression, genomics, and functional genomics in senna.
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页数:32
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共 118 条
[71]  
Metzgar D, 2000, GENOME RES, V10, P72
[72]   OrfPredictor: predicting protein-coding regions in EST-derived sequences [J].
Min, XJ ;
Butler, G ;
Storms, R ;
Tsang, A .
NUCLEIC ACIDS RESEARCH, 2005, 33 :W677-W680
[73]   STIFDB2: An Updated Version of Plant Stress-Responsive TranscrIption Factor DataBase with Additional Stress Signals, Stress-Responsive Transcription Factor Binding Sites and Stress-Responsive Genes in Arabidopsis and Rice [J].
Naika, Mahantesha ;
Shameer, Khader ;
Mathew, Oommen K. ;
Gowda, Ramanjini ;
Sowdhamini, Ramanathan .
PLANT AND CELL PHYSIOLOGY, 2013, 54 (02) :E8-+
[74]   Differentially Expressed Genes during Contrasting Growth Stages of Artemisia annua for Artemisinin Content [J].
Nair, Priya ;
Misra, Amita ;
Singh, Alka ;
Shukla, Ashutosh K. ;
Gupta, Madan M. ;
Gupta, Anil K. ;
Gupta, Vikrant ;
Khanuja, Suman P. S. ;
Shasany, Ajit K. .
PLOS ONE, 2013, 8 (04)
[75]   CORRELATIONS BETWEEN 2C DNA VALUES AND HABIT IN CASSIA (LEGUMINOSAE, CAESALPINIOIDEAE) [J].
OHRI, D ;
KUMAR, A ;
PAL, M .
PLANT SYSTEMATICS AND EVOLUTION, 1986, 153 (3-4) :223-227
[76]   The Rice Annotation Project Database (RAP-DB):: hub for Oryza sativa ssp japonica genome information [J].
Ohyanagi, Hajime ;
Tanaka, Tsuyoshi ;
Sakai, Hiroaki ;
Shigemoto, Yasumasa ;
Yamaguchi, Kaori ;
Habara, Takuya ;
Fujii, Yasuyuki ;
Antonio, Baltazar A. ;
Nagamura, Yoshiaki ;
Imanishi, Tadashi ;
Ikeo, Kazuho ;
Itoh, Takeshi ;
Gojobori, Takashi ;
Sasaki, Takuji .
NUCLEIC ACIDS RESEARCH, 2006, 34 :D741-D744
[77]   RNA sequencing: advances, challenges and opportunities [J].
Ozsolak, Fatih ;
Milos, Patrice M. .
NATURE REVIEWS GENETICS, 2011, 12 (02) :87-98
[78]   Functional analysis of the final steps of the 1-Deoxy-D-xylulose 5-phosphate (DXP) pathway to isoprenoids in plants using virus-induced gene silencing [J].
Page, JE ;
Hause, G ;
Raschke, M ;
Gao, WY ;
Schmidt, J ;
Zenk, MH ;
Kutchan, TM .
PLANT PHYSIOLOGY, 2004, 134 (04) :1401-1413
[79]   The design of Capsicum spp. SSR assays via analysis of in silico DNA sequence, and their potential utility for genetic mapping [J].
Portis, E. ;
Nagy, I. ;
Sasvari, Z. ;
Stagel, A. ;
Barchi, L. ;
Lanteri, S. .
PLANT SCIENCE, 2007, 172 (03) :640-648
[80]   Glycyrrhiza uralensis Transcriptome Landscape and Study of Phytochemicals [J].
Ramilowski, Jordan A. ;
Sawai, Satoru ;
Seki, Hikaru ;
Mochida, Keiichi ;
Yoshida, Takuhiro ;
Sakurai, Tetsuya ;
Muranaka, Toshiya ;
Saito, Kazuki ;
Daub, Carsten O. .
PLANT AND CELL PHYSIOLOGY, 2013, 54 (05) :697-710