Abstract
Chicory is consumed worldwide and is an important commercial crop. However, excess lignin deposition may reduce its quality. The comprehension of the molecular mechanism underlying the biosynthesis of lignin in chicory is currently inadequate. To address this, an integrative analysis of the metabolome and transcriptome profiles was performed in chicory sprout at three different stages. A total of 706 metabolites were identified, with cinnamic acid, ferulic acid, coniferaldehyde, and sinapaldehyde enriched during the growth of chicory sprouts. This suggested that these four metabolites may affect the growth of chicory sprouts. Transcriptome analysis demonstrated that the expression of most of the differentially expressed genes (DEGs) involved in lignin biosynthesis was up-regulated during chicory growth. Importantly, the metabolite and gene expression profiles were closely correlated during sprout development, especially in association with lignin biosynthesis. The results will serve as a reference for lignin biosynthesis in chicory and may also assist biologists in improving chicory quality.
Similar content being viewed by others
Data availability
The raw data have been submitted to NCBI under accession number PRJNA865888 (https://dataview.ncbi.nlm.nih.gov/object/PRJNA865888).
References
Barakat A, Yassin NBM, Park JS, Choi A, Herr J, Carlson JE (2011) Comparative and phylogenomic analyses of cinnamoyl-CoA reductase and cinnamoyl-CoA-reductase-like gene family in land plants. Plant Sci 181:249–257
Blount JW, Korth KL, Masoud SA et al (2000) Altering expression of cinnamic acid 4-hydroxylase in transgenic plants provides evidence for a feedback loop at the entry point into the phenylpropanoid. Plant Physiol 22:107–116
Bonawitz ND, Chapple C (2013) Can genetic engineering of lignin deposition be accomplished without an unacceptable yield penalty. Curr Opin Biotechnol 24:336–343
Chapple CS, Vogt T, Ellis BE et al (1992) An Arabidopsis mutant defective in the general phenylpropanoid pathway. Plant Cell 4(11):1413–1424
Dauwe R, Morreel K, Goeminne G et al (2007) Molecular phenotyping of lignin-modified tobacco reveals associated changes in cell-wall metabolism, primary metabolism, stress metabolism and photorespiration. Plant J 52(2):263–285
Dixon RA, Barros J (2019) Lignin biosynthesis: old roads revisited and new roads explored. Open Biol 9(12):190
Fan H, Chen J, Liang CY et al (2016) Advance in studies on chemical constituents of cichorii herba and their pharmacological effects. Chin Tradit Herb Drugs 47(4):680–688
Han MH, Yang N, Wan QW et al (2021) Exogenous melatonin positively regulates lignin biosynthesis in camellia sinensis. Int J Biol Macromol 179(6):485–499
Jones L, Ennos AR, Turner SR (2001) Cloning and characterization of irregular xylem4 (irx4) a severely lignin -deficient mutant of Arabidopsis. Plant J 26:205–216
Labeeuw L, Martone PT, Boucher Y, Case RJ (2015) Ancient origin of the biosynthesis of lignin precursors. Biol Direct 10:23
Lacombe E, Hawkins S, Doorsselaere J et al (1997) Cinnamoyl CoA reductase, the first committed enzyme of the lignin branch biosynthetic pathway: cloning, expression and phylogenetic relationships. Plant J 11(3):429–441
Lauvergeat V, Lacomme C, Lacombe E et al (2001) Two cinnamoyl-CoA reductase (CCR) genes from Arabidopsis thaliana are differentially expressed during development and in response to infection with pathogenic bacteria. Phytochemistry 57:1187–1195
Lee D, Meyer K, Douglas C et al (1997) Antisense suppression of 4-coumarate: coenzyme a ligase activity in Arabidopsis leads to altered lignin subunit composition. Plant Cell 9(11):1985–1998
Lepelley M, Mahesh V, McCarthy J et al (2012) Characterization, high-resolution mapping and differential expression of three homologous PAL genes in coffea canephora pierre (Rubiaceae). Planta 236(1):313–326
LepléJ C, Dauwe R, Morreel K et al (2007) Downregulation of cinnamoyl-coenzyme a reductase in poplar:multiple-level phenotyping reveals effects on cell wall polymer metabolism and structure. Plant Cell 19:3669–3691
Levsh O, Chiang YC, Tung CF et al (2016) Dynamic conformational states dictate selectivity toward native substrate in a substrate-permissive acyltransferase. Biochemistry 55(45):6314–6326
Li XP, Peng ZH, Gao ZM, Hu T (2012) The Effects of depressing expression of COMT on lignin synthesis of transgenic tobacco. Mol Plant Breed 10:689–692
Li M, Cheng C, Zhang X et al (2019) Overexpression of pear (pyrus pyrifolia) CAD2 in tomato affects lignin content. Molecules 24(14):2595
Liu YH, Wang XP, Yang YH et al (2016) Effect of salt water stress om seed germination of chicory and screening of salt tolerance identification indexes. Anhui Agric Sci 44(11):41–42
Lu JN, Shi YZ, Li WJ et al (2019) RcPAL, a key gene in lignin biosynthesis in Ricinus communis L. BMC Plant Biol 19(1):181
Maertens L, Guermah H, Trocino A (2014) Dehydrated chicory pulp as an alternative soluble fibre source in diets for growing rabbits. World Rabbit Sci 22(2):97–104
Meng SY, Gao JS, Zhang YQ et al (2018) The application of plant induced resistance technology in disease control. J Biol 35(3):92
OrtizL T, Rodriguez ML, Alzueta C et al (2009) Effect of inulin on growth performance, intestinal tract sizes, mineral retention and tibial bone mineralisation in broiler chickens. Br Poult Sci 50(3):325–332
Pinçon G, Maury S, Hoffmann L, Geoffroy P, Lapierre C, Pollet B, Legrand M (2001) Repression of O-methyltransferase genes in transgenic tobacco affects lignin synthesis and plant growth. Phytochemistry 57:1167–1176
Plumier W (1972) Chicory improvement. Rev Agric 4:567–585
Ramasamy US, Gruppen H, Schols HA (2013) Structural and water–holding characteristics of untreated and ensiled chicory root pulp. J Agric Food Chem 61(25):6077–6085
Rani P, Khullar N (2004) Antimicrobial evaluation of some medicinal plants for their anti-enteric potential against multi-drug resistant Salmonella typhi. Phytother Res 18(8):670–673
Reddy MS, Chen F, Shadle G et al (2005) Targeted down-regulation of cytochrome P450 enzymes for forage quality improvement in alfalfa (Medicago sativa L.). Proc Nat Acad Sci USA 102(46):16573–16578
Reinold S, Hauffe KD, Douglas CJ et al (1993) Tobacco and parsley 4-coumarate: coenzyme a ligase genes are temporally and spatially regulated in a cell type-specific manner during tobacco flower development. Plant Physiol 101(2):373–383
Rogers LA, Campbell MM (2004) The genetic control of lignin deposition during plant growth and development. New Phytol 164:17–30
Rungskunroch P, Shen ZJ, Kaewunruen S (2022) Benchmarking socio-economic impacts of high-speed rail networks using K-nearest neighbour and Pearson’s correlation coefficient techniques through computational model-based analysis. Appl Sci 12(3):1520–1520
Sinha R, Gupta A, Msenthil KM (2017) Concurrent drought stress and vascular pathogen infection induce common and distinct transcriptomic responses in chickpea. Front Plant Sci 14(8):333
Tamasloukht B, Wong Quai Lam MS, Martinez Y et al (2011) Characterization of a cinnamoyl-CoA reductase 1(CCR1) mutant in maize: effects on lignification, fibre development, and global gene expression. J Exp Bot 62(11):3837–3848
Tanaka Y, Sasaki N, Ohmiya A (2008) Biosynthesis of plant pigments: anthocyanins, betalains and carotenoids. Plant J 54(4):733–749
Tao S, Khanizadeh S, Zhang H et al (2009) Anatomy, ultrastructure and lignin distribution of stone cells in two pyrus species. Plant Sci 176(3):413–419
Tao J, Mei DZ, Chun XW et al (2020) Integrated metabolomic and transcriptomic analysis of the anthocyanin regulatory networks in Salvia miltiorrhiza Bge. flowers. BMC Plant Biol 20(23):349
Vanholme R, Cesarino I, Rataj K et al (2013) Caffeoyl Shikimate Esterase(CSE) is an enzyme in the lignin biosynthetic pathway in Arabidopsis. Science 341(6150):1103–1106
Vogt T (2010) Phenylpropanoid biosynthesis. Mol Plant 3(1):2
Wang QZ, Cui J (2011) Perspectives and utilization technologies of chicory (Cichoriumintybus L.): a review. Afr J Biotechnol 10(11):1966–1977
Wang RN, Cao SX, Zheng F et al (2018) Research and application of chicory as forage crop. Feed Ind 39(11):19–22
Wang Q, Dai XR, Pang HY, Cheng YX, Huang X, Li H, Yan XJ, Lu FC, Wei HR, Sederoff RR, Li QZ (2021) BEL1-like homeodomain protein BLH6a is a negative regulator of CAl5H2 in sinapyl alcohol monolignol biosynthesis in poplar. Front Plant Sci 12:1–14
Zeng LS, Qian QP, Lua SuW et al (2022) Transcriptomic and metabolomic approaches to counter the effect of Botrytis cinerea in grape berry with the application of nitric oxide. Sci Hortic 4(5):296
Zhao Q, Dixon RA (2011) Transcriptional networks for lignin biosynthesis: more complex than we thought. Trends Plant Sci 16:227–233
Zhao YL, Lu H, Tao XJ et al (2003) Modulate the lignin biosynthesis by expression GRP1.8 promoter: anti-4CL1 gene in transgenic tobacco. J Beijing for Univ 25(4):16–20
Acknowledgements
This work was supported by the Qinghai Innovation Platform Construction Program (2020-ZJ-Y02).
Author information
Authors and Affiliations
Contributions
JL and XS designed the study; XG and ZZ collect samples needed for transcriptome sequencing profiling; JL and GW performed and accomplished the classification of the different expression genes; JL analyzed data and wrote the manuscript and XG revised the manuscript. All authors read and approved the manuscript.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare no conflict of interests.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Li, J., Guo, X., Wang, G. et al. Comprehensive transcriptome and metabolome analysis reveals regulatory network for lignin biosynthesis in chicory sprouting. Plant Biotechnol Rep 17, 725–739 (2023). https://doi.org/10.1007/s11816-023-00862-5
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11816-023-00862-5