Abstract
Cypermethrin (CYP) is a toxic manmade chemical compound belonging to pyrethroid insecticides contaminating the environment. Plantago major (PM) has numerous excellent advantages like high biomass yield and great stress tolerance, which make it able to increase the efficacy of phytoremediation. So far, no study has directly or indirectly made a transcriptome analysis (RNA-seq) of PM under CYP stress. The aim of this study is to identify the genes in PM related to CYP detoxification (10 μg mL−1) and compared with control. In this study, BGISEQ-500 high-throughput sequencing technology independently developed by BGI was used to sequence the transcriptome of P. major. Six libraries were constructed including (CK_1, CK_2, and CK_3) and (CYP_1, CYP_2, and CYP_3) were sequenced for transcripts involved in CYP detoxification. Our data showed that de novo assembly generated 138,806 unigenes with an average length of 1129 bp. Analyzing the annotation results of the KEGG database between the samples revealed 37,177 differentially expressed genes (DEGs), 18,062 down- and 19,115 upregulated under CYP treatment compared with control. A set of 107 genes of cytochrome P450 (Cyt P450), 43 genes of glutathione S-transferases (GST), 25 genes of glycosyltransferases (GTs), 113 genes from ABC transporters, 21 genes from multidrug and toxin efflux (MATE), 11 genes from oligopeptide transporter (OPT), and 3 genes of metallothioneins (MT) were upregulated notably. By using quantitative real-time PCR (qRT-PCR), the results of gene expression for 12 randomly selected DEGs were confirmed, showing the different patterns of response to CYP in PM tissues. Furthermore, the enzyme activity of Cyt P450 and GST in PM under CYP stress was significantly increased in roots and leaves than in control. This study introduces a clue to understand the metabolic pathways of plants used in phytoremediation by identifying the highly expressed genes related to phytoremediation which would be utilized to enhance pesticide detoxification and reduce pollution problem.
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Availability of data and materials
All data generated or analyzed during the current study are included in this article and its supplementary information files. The raw reads have been deposited in the NCBI Sequence Read Archive (SRA) database, and the accessions for our submission are STUDY: PRJNA640194, EXPERIMENT: CK_1 (SAMN15310622), CK_2 (SAMN15310623), CK_3 (SAMN15310624) and CYP_1 (SAMN15310625), CYP_2 (SAMN15310626), and CYP_3 (SAMN15310627). These datasets were derived from the following public domain resources: https://www.ncbi.nlm.nih.gov/sra/?term=PRJNA640194.
References
Aioub A, Li Y, Qie X, Zhang X, Hu Z (2019) Reduction of soil contamination by cypermethrin residues using phytoremediation with Plantago major and some surfactants. Environ Sci 2019:1–12. https://doi.org/10.1186/s12302-019-0210-4
Anzenbacher P, Anzenbacherova E (2001) Cytochromes P450 and metabolism of xenobiotics. Cell Mol Life Sci 58(5-6):737–747. https://doi.org/10.1007/pl00000897
Azmat R, Haider S, Riaz M (2009) An inverse relation between Pb2+ and Ca2+ ions accumulation in phaseolus mungo and lens culinaris under Pb stress. Pak J Bot 41:2289–2295
Batard Y, LeRet M, Schalk M, Robineau T, Durst F, Werck-Reichhart D (1998) Molecular cloning and functional expression in yeast of CYP76B1, a xenobiotic-inducible 7-ethoxycoumarin O-de-ethylase from Helianthus tuberosus. Plant J 14(1):111–120. https://doi.org/10.1046/j.1365-313x.1998.00099.x
Boucard TK, McNeill C, Bardgett RD, Paynter CD, Semple KT (2008) The impact of synthetic pyrethroid and organophosphate sheep dip formulations on microbial activity in soil. Environ Pollut 153(1):207–214. https://doi.org/10.1016/j.envpol.2007.07.027
Chahid K, Laglaoui A, Zantar S, Ennabili A (2015) Antioxidant-enzyme reaction to the oxidative stress due to alpha-cypermethrin, chlorpyriphos, and pirimicarb in tomato (Lycopersicon esculentum Mill.). Environ Sci Pollut Res Int 22(22):18115–18126. https://doi.org/10.1007/s11356-015-5024-3
Chaturvedi AK, Patel MK, Mishra A, Tiwari V, Jha B (2014) The SbMT-2 gene from a halophyte confers abiotic stress tolerance and modulates ROS scavenging in transgenic tobacco. PLoS One 9(10):e111379. https://doi.org/10.1371/journal.pone.0111379
Chekol T, Vough LR, Chaney RL (2002) Plant-soil-contaminant specificity affects phytoremediation of organic contaminants. Int J Phytoremediation 4(1):17–26. https://doi.org/10.1080/15226510208500070
Chen Y, Zhi J, Zhang H, Li J, Zhao Q, Xu J (2017) Transcriptome analysis of Phytolacca americana L. in response to cadmium stress. PLoS One 12(9):e0184681. https://doi.org/10.1371/journal.pone.0184681
Chen C, Cao Q, Jiang Q, Li J, Yu R, Shi G (2019) Comparative transcriptome analysis reveals gene network regulating cadmium uptake and translocation in peanut roots under iron deficiency. BMC Plant Biol 19:35. https://doi.org/10.1186/s12870-019-1654-9
Cheung F, Haas BJ, Goldberg SM, May GD, Xiao Y, Town CD (2006) Sequencing Medicago truncatula expressed sequenced tags using 454 Life Sciences technology. BMC Genomics 7:272. https://doi.org/10.1186/1471-2164-7-272
Clemens S, Ma JF (2016) Toxic heavy metal and metalloid accumulation in crop plants and foods. Annu Rev Plant Biol 67:489–512. https://doi.org/10.1146/annurev-arplant-043015-112301
Cobbett C (2000) Phytochelatins and their roles in heavy metal detoxification. Plant Physiol 123:825–832. https://doi.org/10.1104/pp.123.3.825
Cycon M, Piotrowska-Seget Z, Kaczynska A, Kozdroj J (2006) Microbiological characteristics of a sandy loam soil exposed to tebuconazole and lambda-cyhalothrin under laboratory conditions. Ecotoxicology 15(8):639–646. https://doi.org/10.1007/s10646-006-0099-8
Dixon DP, Cole DJ, Edwards R (1998) Purification, regulation and cloning of a glutathione transferase (GST) from maize resembling the auxin-inducible type-III GSTs. Plant Mol Biol 36(1):75–87
Du J, Jing-Li Y, Cheng-Hao L (2012) Advances in metallotionein studies in forest trees. Plant OMICS 5
Dubchak S, Bondar O (2019) Bioremediation and phytoremediation: best approach for rehabilitation of soils for future use. pp 201–221
Edwards R, Dixon DP, Cummins I, Brazier-Hicks M, Skipsey M (2011) New perspectives on the metabolism and detoxification of synthetic compounds in plants. In: Schröder P, Collins CD (eds) Organic xenobiotics and plants: from mode of action to ecophysiology. Springer Netherlands, Dordrecht, pp 125–148
Flocco CG, Lindblom SD, Smits EA (2004) Overexpression of enzymes involved in glutathione synthesis enhances tolerance to organic pollutants in Brassica juncea. Int J Phytoremediation 6(4):289–304. https://doi.org/10.1080/16226510490888811
Gadd GM (2001) Phytoremediation of toxic metals; using plants to clean up the environment. Edited by Ilya Raskin and Burt D Ensley, John Wiley & Sons, Inc, New York, 2000, 304 pp, price UK £58.80, ISBN 0 471 19254 6. J Chem Technol Biotechnol 76(3):325–325. https://doi.org/10.1002/jctb.374
Gotz S, Garcia-Gomez JM, Terol J, Williams TD, Nagaraj SH, Nueda MJ, Robles M, Talon M, Dopazo J, Conesa A (2008) High-throughput functional annotation and data mining with the Blast2GO suite. Nucleic Acids Res 36(10):3420–3435. https://doi.org/10.1093/nar/gkn176
Grabherr MG, Haas BJ, Yassour M, Levin JZ, Thompson DA, Amit I, Adiconis X, Fan L, Raychowdhury R, Zeng Q, Chen Z, Mauceli E, Hacohen N, Gnirke A, Rhind N, di Palma F, Birren BW, Nusbaum C, Lindblad-Toh K, Friedman N, Regev A (2011) Full-length transcriptome assembly from RNA-Seq data without a reference genome. Nat Biotechnol 29(7):644–652. https://doi.org/10.1038/nbt.1883
Guodong F, Yan M, Meng Z, Puyou JI, Chengguo LI, Yonghong ZH (2019) Synthesis of bio-base plasticizer using waste cooking oil and its performance testing in soft poly (vinyl chloride) films. J Bioresour Bioproducts 4(2):99–110. https://doi.org/10.21967/jbb.v4i2.214
Gupta DK, Vandenhove H, Inouhe M (2013) Role of phytochelatins in heavy metal stress and detoxification mechanisms in plants. In: Gupta DK, Corpas FJ, Palma JM (eds) Heavy Metal Stress in Plants. Springer Berlin Heidelberg, Berlin, Heidelberg, pp 73–94
Gustin J, Zanis M, Salt D (2011) Structure and evolution of the plant cation diffusion facilitator family of ion transporters. BMC Evol Biol 11:76. https://doi.org/10.1186/1471-2148-11-76
Habig WH, Pabst MJ, Jakoby WB (1974) Glutathione S-transferases. The first enzymatic step in mercapturic acid formation. J Biol Chem 249(22):7130–7139
Hall JL (2002) Cellular mechanisms for heavy metal detoxification and tolerance. J Exp Bot 53(366):1–11. https://doi.org/10.1093/jexbot/53.366.1
Hall JL, Williams LE (2003) Transition metal transporters in plants. J Exp Bot 54(393):2601–2613. https://doi.org/10.1093/jxb/erg303
Hanikenne M, Talke IN, Haydon MJ, Lanz C, Nolte A, Motte P et al (2008) Evolution of metal hyperaccumulation required cis-regulatory changes and triplication of HMA4. Nature 453(7193):391–395. https://doi.org/10.1038/nature06877
Heiss S, Wachter A, Bogs J, Cobbett C, Rausch T (2003) Phytochelatin synthase (PCS) protein is induced in Brassica juncea leaves after prolonged Cd exposure. J Exp Bot 54(389):1833–1839. https://doi.org/10.1093/jxb/erg205
Hintzen EP, Lydy MJ, Belden JB (2009) Occurrence and potential toxicity of pyrethroids and other insecticides in bed sediments of urban streams in central Texas. Environ Pollut 157(1):110–116. https://doi.org/10.1016/j.envpol.2008.07.023
Hussain S, Siddique T, Arshad M, Saleem M (2009) Bioremediation and phytoremediation of pesticides: recent advances. Crit Rev Environ Sci Technol 39(10):843–907
Ito H, Gray WM (2006) A gain-of-function mutation in the Arabidopsis pleiotropic drug resistance transporter PDR9 confers resistance to auxinic herbicides. Plant Physiol 142(1):63–74. https://doi.org/10.1104/pp.106.084533
Jin H, Webster GRB (1998) Dissipation of cypermethrin and its major metabolites in litter and elm forest soil. J Environ Sci Health B 33(4):319–345. https://doi.org/10.1080/03601239809373149
Jones P, Vogt T (2001) Glycosyltransferases in secondary plant metabolism: tranquilizers and stimulant controllers. Planta 213(2):164–174. https://doi.org/10.1007/s004250000492
Kang J, Park J, Choi H, Burla B, Kretzschmar T, Lee Y, Martinoia E (2011) Plant ABC transporters. Arabidopsis Book 9:e0153. https://doi.org/10.1199/tab.0153
Kawahigashi H (2009) Transgenic plants for phytoremediation of herbicides. Curr Opin Biotechnol 20(2):225–230. https://doi.org/10.1016/j.copbio.2009.01.010
Kebeish R, Azab E, Peterhaensel C, El-Basheer R (2014) Engineering the metabolism of the phenylurea herbicide chlortoluron in genetically modified Arabidopsis thaliana plants expressing the mammalian cytochrome P450 enzyme CYP1A2. Environ Sci Pollut Res Int 21(13):8224–8232. https://doi.org/10.1007/s11356-014-2710-5
Khanom S, Jang J, Lee OR (2019) Overexpression of ginseng cytochrome P450 CYP736A12 alters plant growth and confers phenylurea herbicide tolerance in Arabidopsis. J Ginseng Res 43(4):645–653. https://doi.org/10.1016/j.jgr.2019.04.005
Kim DY, Bovet L, Maeshima M, Martinoia E, Lee Y (2007) The ABC transporter AtPDR8 is a cadmium extrusion pump conferring heavy metal resistance. Plant J 50(2):207–218. https://doi.org/10.1111/j.1365-313X.2007.03044.x
Koh S, Wiles AM, Sharp JS, Naider FR, Becker JM, Stacey G (2002) An oligopeptide transporter gene family in Arabidopsis. Plant Physiol 128(1):21–29
Komal T, Mustafa M, Ali Z, Gul A (2015) Heavy metal uptake and transport in plants. pp 181–194
Komives T, Gullner G (2005) Phase I xenobiotic metabolic systems in plants. Z Naturforsch C J Biosci 60(3-4):179–185
Kumar S, Trivedi PK (2018) Glutathione S-transferases: role in combating abiotic stresses including arsenic detoxification in plants. Front Plant Sci 9(751). https://doi.org/10.3389/fpls.2018.00751
Langmead B, Salzberg SL (2012) Fast gapped-read alignment with Bowtie 2. Nat Methods 9(4):357–359. https://doi.org/10.1038/nmeth.1923
Lee J, Donghwan S, Won-yong S, Inhwan H, Youngsook L (2004) Arabidopsis metallothioneins 2a and 3 enhance resistance to cadmium when expressed in Vicia faba guard cells. Plant Mol Biol 54(6):805–815. https://doi.org/10.1007/s11103-004-0190-6
Lefèvre F, Boutry M (2018) Towards identification of the substrates of ATP-binding cassette transporters. Plant Physiol 178(1):18. https://doi.org/10.1104/pp.18.00325
Li B, Dewey CN (2011) RSEM: accurate transcript quantification from RNA-Seq data with or without a reference genome. BMC Bioinformatics 12:323. https://doi.org/10.1186/1471-2105-12-323
Li L, He Z, Pandey GK, Tsuchiya T, Luan S (2002) Functional cloning and characterization of a plant efflux carrier for multidrug and heavy metal detoxification. J Biol Chem 277(7):5360–5368. https://doi.org/10.1074/jbc.M108777200
Livak KJ, Schmittgen TD (2001) Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. Methods 25(4):402–408. https://doi.org/10.1006/meth.2001.1262
Lu YP, Li ZS, Rea PA (1997) AtMRP1 gene of Arabidopsis encodes a glutathione Sconjugate pump: isolation and functional definition of a plant ATP-binding cassette transporter gene. Proc Natl Acad Sci U S A 94:8243–8248
Lu YC, Yang SN, Zhang JJ, Zhang JJ, Tan LR, Yang H (2013) A collection of glycosyltransferases from rice (Oryza sativa) exposed to atrazine. Gene 531(2):243–252. https://doi.org/10.1016/j.gene.2013.09.004
Marioara Nicoleta F, Voia S, Popescu R, Dumitrescu G, Ciochina L, Mituleţu M, Vlad D (2015) The effect of some insecticides on soil microorganisms based on enzymatic and bacteriological analyses. Romanian Biotechnol Lett 20:10439–10447
Meyer BN, Lam C, Moore S, Jones RL (2013) Laboratory degradation rates of 11 pyrethroids under aerobic and anaerobic conditions. J Agric Food Chem 61(20):4702–4708. https://doi.org/10.1021/jf400382u
Morant M, Bak S, Moller BL, Werck-Reichhart D (2003) Plant cytochromes P450: tools for pharmacology, plant protection and phytoremediation. Curr Opin Biotechnol 14(2):151–162. https://doi.org/10.1016/s0958-1669(03)00024-7
Moulick A, Mukhopadhyay D, Talapatra S, Ghoshal N, Sen Raychaudhuri S (2013) Molecular cloning, modeling, and characterization of type 2 metallothionein from Plantago ovata Forsk. Sequencing 2013:10–10. https://doi.org/10.1155/2013/756983
Mutz KO, Heilkenbrinker A, Lonne M, Walter JG, Stahl F (2013) Transcriptome analysis using next-generation sequencing. Curr Opin Biotechnol 24(1):22–30. https://doi.org/10.1016/j.copbio.2012.09.004
Narusaka Y, Narusaka M, Seki M, Umezawa T, Ishida J, Nakajima M, Enju A, Shinozaki K (2004) Crosstalk in the responses to abiotic and biotic stresses in Arabidopsis: Analysis of gene expression in cytochrome P450 gene superfamily by cDNA microarray. Plant Mol Biol 55(3):327–342
Nookaew I, Papini M, Pornputtapong N, Scalcinati G, Fagerberg L, Uhlen M, Nielsen J (2012) A comprehensive comparison of RNA-Seq-based transcriptome analysis from reads to differential gene expression and cross-comparison with microarrays: a case study in Saccharomyces cerevisiae. Nucleic Acids Res 40(20):10084–10097. https://doi.org/10.1093/nar/gks804
Oudou HC, Hansen HC (2002) Sorption of lambda-cyhalothrin, cypermethrin, deltamethrin and fenvalerate to quartz, corundum, kaolinite and montmorillonite. Chemosphere 49(10):1285–1294. https://doi.org/10.1016/s0045-6535(02)00507-6
Parween T, Jan S, Mahmooduzzafar N, Fatma T (2012) Evaluation of oxidative stress in Vigna radiata L. in response to chlorpyrifos. Int J Environ Sci Technol 9. https://doi.org/10.1007/s13762-012-0095-x
Pertea G, Huang X, Liang F, Antonescu V, Sultana R, Karamycheva S, Lee Y, White J, Cheung F, Parvizi B, Tsai J, Quackenbush J (2003) TIGR Gene Indices clustering tools (TGICL): a software system for fast clustering of large EST datasets. Bioinformatics 19(5):651–652. https://doi.org/10.1093/bioinformatics/btg034
Pike S, Patel A, Stacey G, Gassmann W (2009) Arabidopsis OPT6 is an oligopeptide transporter with exceptionally broad substrate specificity. Plant Cell Physiol 50(11):1923–1932. https://doi.org/10.1093/pcp/pcp136
Pramanick P, Chakraborty A, Raychaudhuri SS (2017) Phenotypic and biochemical alterations in relation to MT2 gene expression in Plantago ovata Forsk under zinc stress. BioMetals 30(2):171–184. https://doi.org/10.1007/s10534-017-9990-4
Romeh AA (2015) Evaluation of the phytoremediation potential of three plant species for azoxystrobin-contaminated soil. Int J Environ Sci Technol 12(11):3509–3518. https://doi.org/10.1007/s13762-015-0772-7
Romeh AA, Hendawi MY (2013) Chlorpyrifos insecticide uptake by plantain from polluted water and soil. Environ Chem Lett 11:163–170
Rong Tan L, Chen Lu Y, Jing Zhang J, Luo F, Yang H (2015) A collection of cytochrome P450 monooxygenase genes involved in modification and detoxification of herbicide atrazine in rice (Oryza sativa) plants. Ecotoxicol Environ Saf 119:25–34. https://doi.org/10.1016/j.ecoenv.2015.04.035
Ruttkay-Nedecky B, Nejdl L, Gumulec J, Zitka O, Masarik M, Eckschlager T, Stiborova M, Adam V, Kizek R (2013) The role of metallothionein in oxidative stress. Int J Mol Sci 14(3):6044–6066. https://doi.org/10.3390/ijms14036044
Shakir SK, Irfan S, Akhtar B, Rehman SU, Daud MK, Taimur N, Azizullah A (2018) Pesticide-induced oxidative stress and antioxidant responses in tomato (Solanum lycopersicum) seedlings. Ecotoxicology 27(7):919–935. https://doi.org/10.1007/s10646-018-1916-6
Shanmugam V, Lo J-C, Yeh K-C (2013) Control of Zn uptake in Arabidopsis halleri: a balance between Zn and Fe. Front Plant Sci 4:281–281. https://doi.org/10.3389/fpls.2013.00281
Shimazu S, Inui H, Ohkawa H (2011) Phytomonitoring and phytoremediation of agrochemicals and related compounds based on recombinant cytochrome P450s and aryl hydrocarbon receptors (AhRs). J Agric Food Chem 59(7):2870–2875. https://doi.org/10.1021/jf102561d
Siminszky B (2006) Plant cytochrome P450-mediated herbicide metabolism. Phytochem Rev 5(2):445–458. https://doi.org/10.1007/s11101-006-9011-7
Siminszky B, Corbin FT, Ward ER, Fleischmann TJ, Dewey RE (1999) Expression of a soybean cytochrome P450 monooxygenase cDNA in yeast and tobacco enhances the metabolism of phenylurea herbicides. Proc Natl Acad Sci U S A 96(4):1750–1755. https://doi.org/10.1073/pnas.96.4.1750
Singh RP, Singh R (2004) Adsorption and movement of cypermethrin on Indian soils amended with cationic, non-ionic and anionic surfactants. Adsorpt Sci Technol 22(7):553–564. https://doi.org/10.1260/0263617042879410
Singh S, Parihar P, Singh R, Singh VP, Prasad SM (2016) Heavy metal tolerance in plants: role of transcriptomics, proteomics, metabolomics, and ionomics. Front Plant Sci 6:1143–1143. https://doi.org/10.3389/fpls.2015.01143
Sylvestre-Gonon E, Law SR, Schwartz M, Robe K, Keech O, Didierjean C, Dubos C, Rouhier N, Hecker A (2019) Functional, structural and biochemical features of plant serinyl-glutathione transferases. Front Plant Sci 10:608–608. https://doi.org/10.3389/fpls.2019.00608
Wang W (1986) Toxicity tests of aquatic pollutants by using common duckweed. Environ Pollut Ser B Chem Phys 11(1):1–14. https://doi.org/10.1016/0143-148X(86)90028-5
Wang W, Yamaji N (2019) Molecular mechanism of cadmium accumulation in rice: new aspects in human disease, rice contamination, and cytotoxicity. pp 115–124
Wang Z, Gerstein M, Snyder M (2009) RNA-Seq: a revolutionary tool for transcriptomics. Nature reviews. Genetics 10(1):57–63. https://doi.org/10.1038/nrg2484
Wang L, Feng Z, Wang X, Wang X, Zhang X (2010) DEGseq: an R package for identifying differentially expressed genes from RNA-seq data. Bioinformatics 26(1):136–138. https://doi.org/10.1093/bioinformatics/btp612
Wei J, Zhang X, Hou Z, Lu X (2019) High-quality total RNA extraction from Magnolia sieboldii K. Koch seeds: a comparative evaluation [J]. J For Res 30(1):371–379
World Health, O., International Programme on Chemical, S., & Cypermethrin, W. H. O. T. G. M. o. E. H. C. f (1989) Cypermethrin / published under the joint sponsorship of the United Nations Environment Programme, the International Labour Organisation, and the World Health Organization. World Health Organization, Geneva
Wu X, Li R, Shi J, Wang J, Sun Q, Zhang H, Xing Y, Qi Y, Zhang N, Guo YD (2014) Brassica oleracea MATE encodes a citrate transporter and enhances aluminum tolerance in Arabidopsis thaliana. Plant Cell Physiol 55(8):1426–1436. https://doi.org/10.1093/pcp/pcu067
Xu Z, Shen X, Zhang XC, Liu W, Yang F (2015) Microbial degradation of alpha-cypermethrin in soil by compound-specific stable isotope analysis. J Hazard Mater 295:37–42. https://doi.org/10.1016/j.jhazmat.2015.03.062
Yamada T, Kambara Y, Imaishi H, Ohkawa H (2000) Molecular cloning of novel cytochrome P450 species induced by chemical treatments in cultured tobacco cells. Pestic Biochem Physiol 68(1):11–25. https://doi.org/10.1006/pest.2000.2496
Yan B, Zhang Y, Li J, Fang J, Liu T, Dong L (2019) Transcriptome profiling to identify cytochrome P450 genes involved in penoxsulam resistance in Echinochloa glabrescens. Pestic Biochem Physiol 158:112–120. https://doi.org/10.1016/j.pestbp.2019.04.017
Young MD, Wakefield MJ, Smyth GK, Oshlack A (2010) Gene ontology analysis for RNA-seq: accounting for selection bias. Genome Biol 11(2):R14. https://doi.org/10.1186/gb-2010-11-2-r14
Zhang M-Y, Bourbouloux A, Cagnac O, Srikanth CV, Rentsch D, Bachhawat AK, Delrot S (2004) A novel family of transporters mediating the transport of glutathione derivatives in plants. Plant Physiol 134(1):482–491. https://doi.org/10.1104/pp.103.030940
Zhang B, Bai Z, Hoefel D, Tang L, Wang X, Li B, Li Z, Zhuang G (2009) The impacts of cypermethrin pesticide application on the non-target microbial community of the pepper plant phyllosphere. Sci Total Environ 407(6):1915–1922. https://doi.org/10.1016/j.scitotenv.2008.11.049
Zhang C-H, Wu Z-Y, Ju T, Ge Y (2013) Purification and identification of glutathione S-transferase in rice root under cadmium stress. Rice Sci 20(3):173–178. https://doi.org/10.1016/S1672-6308(13)60114-6
Zhang JJ, Lu YC, Zhang SH, Lu FF, Yang H (2016) Identification of transcriptome involved in atrazine detoxification and degradation in alfalfa (Medicago sativa) exposed to realistic environmental contamination. Ecotoxicol Environ Saf 130:103–112. https://doi.org/10.1016/j.ecoenv.2016.04.009
Zhao N, Li W, Bai S, Guo W, Yuan G, Wang F, Liu W, Wang J (2017) Transcriptome profiling to identify genes involved in mesosulfuron-methyl resistance in Alopecurus aequalis. Front Plant Sci 8:1391–1391. https://doi.org/10.3389/fpls.2017.01391
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This study was funded by the grant of National Natural Science Foundation of China (31672055) and the grant of the National Key Research and Development Program of China (2017 YFD0201402) from Science and Technology Ministry of China.
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A. Aioub and YL designed the experiment in the greenhouse and collected the samples. A. Aioub and YZ analyzed the transcriptome results. N. Essmat and XQ contributed to the interpretation of the results and to the writing of the manuscript. XZ and WW designed the enzyme activity assay. ZH supervised the study. All the authors read and approved the final manuscript
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BGISEQ-500 data has been submitted to the Sequence Read Archive (SRA) of the National Center for Biotechnology Information (NCBI) under accession number PRJNA640194.
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Aioub, A.A.A., Zuo, Y., Li, Y. et al. Transcriptome analysis of Plantago major as a phytoremediator to identify some genes related to cypermethrin detoxification. Environ Sci Pollut Res 28, 5101–5115 (2021). https://doi.org/10.1007/s11356-020-10774-4
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DOI: https://doi.org/10.1007/s11356-020-10774-4