Skip to main content
Log in

Comparative transcriptome analysis reveals the mechanism of exogenous substances inhibiting fertility alteration induced by low temperature in TGMS rice line

  • Original paper
  • Published:
Plant Growth Regulation Aims and scope Submit manuscript

Abstract

During two-line hybrid rice seed production, thermo-sensitive genic male sterile (TGMS) rice lines are susceptible to low temperature, leading to fertility alteration (from sterile to fertile) and production of false hybrids (self-pollination). To explore appropriate solutions to reduce the chance of seed production failure, two exogenous substances, d-Arg and ethephon, were applied to restrain the fertility alteration induced by low temperature (22.0 °C), respectively. The fertile pollen grains and bagged seed setting rate of TGMS rice line Jing 4155S (with the critical fertility/sterility alteration temperature of 23.5 °C) under low temperature could be reduced to 0% by spraying exogenous substances. Transcriptome analysis of young panicles of TGMS rice line Jing 4155S demonstrated that the expressions of multiple transcription factors (MYB, FAR1, and ERF, etc.) changed, and hence affecting various downstream related genes and metabolic processes, including hormonal signal transduction, plant pathogen interactions, circadian rhythm pathway, carbohydrate metabolism, cell wall synthesis, and lipid metabolism, etc. The enhanced ethylene biosynthesis and the prevented redox equilibrium from unbalance to balance in young panicles were one of the major reasons that fertility alteration was inhibited by exogenous substances. Our results made a contribution to the solution for inhibiting fertility alteration induced by low temperature in two-line TGMS rice lines during hybrid seed production.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

Abbreviations

ACO:

1-Aminocyclopropane-1-carboxylate oxidase

ACS:

1-Aminocyclopropane-1-carboxylic acid synthase

ADC:

Arginine decarboxylase

APX:

Ascorbate peroxidase

ARF:

Auxin response factor

AsA:

Ascorbate

CAT:

Catalase

CHA:

Chemical hybridization agents

CMS:

Cytoplasmic male sterile

DEG:

Differentially expression gene

DHAR:

Dehydroascorbate reductase

EGMS:

Environment sensitive genic male-sterility

ERE:

Ethylene response elements

FPKM:

Fragments per kilobase of transcript per million mapped reads

GO:

Gene ontology

GR:

Glutathione reductase

GPX:

Glutathione peroxidase

GSH:

Glutathione

KEGG:

Kyoto encyclopedia of genes and genomes

LT-inducement:

Long-time low temperature inducement

MDA:

Malondialdehyde

MDHAR:

Monodehydroascorbate reductase

MES:

Monosulfuron ester sodium

MGBG:

Methylglyoxal-bis (guanylhydrazone)

N-ac-PPT:

N-acetyl-phosphinothricin

PA:

Polyamines

PFK-1:

Phosphofructokinase-1

PGMS:

Photo-sensitive genic male sterile

PMS:

Physiology male sterility

POD:

Peroxidase

PVP:

Polyvinylpolypyrrolidone

qRT-PCR:

Quantitative real-time PCR

ROS:

Reactive oxygen species

SAM:

S-adenosyl methionine

SOD:

Superoxide dismutase

ST-inducement:

Short-time low temperature inducement

TF:

Transcription factor

TGMS:

Thermo-sensitive genic male sterile

TM:

Tribenuron-methyl

References

  • Arasakesary SJ, Manonmani S, Pushpam R, Robin S (2015) New temperature sensitive genic male sterile lines with better outcrossing ability for production of two-line hybrid rice. Rice Sci 22:49–52

    Google Scholar 

  • Bai B, Wu J, Sheng WT, Zhou B, Zhou LJ, Zhuang W, Yao DP, Deng QY (2015) Comparative analysis of anther transcriptome profiles of two different rice male sterile lines genotypes under cold stress. Int J Mol Sci 16:11398–11416

    PubMed  PubMed Central  CAS  Google Scholar 

  • Chang ZY, Chen ZF, Wang N, Xie G, Lu JW, Yan W, Zhou JL, Tang XY (2016) Construction of a male sterility system for hybrid rice breeding and seed production using a nuclear male sterility gene. Proc Natl Acad Sci USA 113:14145–14150

    PubMed  CAS  Google Scholar 

  • Chen RZ, Zhao X, Shao Z, Wei Z, Wang YY, Zhu LL, Zhao J, Sun MX (2007) Rice UDP-glucose pyrophosphorylase1 is essential for pollen callose deposition and its cosuppression results in a new type of thermosensitive genic male sterility. Plant Cell 19:847–861

    PubMed  PubMed Central  CAS  Google Scholar 

  • Chen LY, Lei DY, Tang WB, Xiao YH (2011a) Thoughts and practice on some problems about research and application of two-line hybrid rice. Rice Sci 18:79–85

    Google Scholar 

  • Chen WW, Yu HX, Zhang K, Shi JX, Oliveira SD, Schreiber L, Shankin J, Zhang DB (2011b) Male Sterile2 encodes a plastid-localized fatty acyl carrier protein reductase required for pollen exine development in Arabidopsis. Plant Physiol 157:842–853

    PubMed  PubMed Central  CAS  Google Scholar 

  • Chen XJ, Hu JH, Zhang HY, Ding Y (2014) DNA methylation changes in photoperiod-thermo-sensitive male sterile rice PA64S under two different conditions. Gene 537:143–148

    PubMed  CAS  Google Scholar 

  • Chen JN, Nolan TM, Ye HX, Zhang MC, Tong HN, Xin PY, Chu JF, Chu CC, Li ZH (2017) Arabidopsis WRKY46, WRKY54, and WRKY70 transcription factors are involved in Brassinosteroid-regulated plant growth and drought responses. Plant Cell 29:1425–1439

    PubMed  PubMed Central  CAS  Google Scholar 

  • Chen P, Li R, Zhou RY (2018) Comparative phosphoproteomic analysis reveals differentially phosphorylated proteins regulate anther and pollen development in kenaf cytoplasmic male sterility line. Amino Acids 50:841–862

    PubMed  CAS  Google Scholar 

  • Ding JH, Lu Q, Ouyang YD, Mao HL, Zhang PB, Yao JL, Xu CG, Li XH, Xiao JH, Zhang QF (2012a) A long noncoding RNA regulates photoperiod-sensitive male sterility, an essential component of hybrid rice. Proc Natl Acad Sci USA 109:2654–2659

    PubMed  CAS  Google Scholar 

  • Ding JH, Shen JQ, Mao HL, Xie WB, Li XH, Zhang QF (2012b) RNA-directed DNA methylation is involved in regulating photoperiod-sensitive male sterility in rice. Mol Plant 5:1210–1216

    PubMed  CAS  Google Scholar 

  • Fu ZZ, Yu J, Cheng XW, Zong X, Xu J, Chen MJ, Li ZY, Zhang DB, Liang WQ (2014) The rice basic helix-loop-helix transcription factor TDR INTERACTING PROTEIN2 is a central switch in early anther development. Plant Cell 26:1512–1524

    PubMed  PubMed Central  CAS  Google Scholar 

  • Gao H, Chen CL (2013) Effects of polyamine biosynthetic inhibitor d-arginine on root growth in Arabidopsis thaliana seedlings. Plant Physiol J 49:1082–1088 (In Chinese with English Abstract)

    Google Scholar 

  • Guilfoyle TJ, Hagen G (2007) Auxin response factors. Curr Opin Plant Biol 10:453–460

    PubMed  CAS  Google Scholar 

  • He Q, Cai YD, Xu YW, Chen LY (2004) Problems and measures in the utilization of photoperiod-sensitive genetic male sterile lines in rice. Hybrid Rice 19:1–5 (In Chinese)

    Google Scholar 

  • Huang XQ, Yang AN, Zhou YL, Zhang JY (1999) Effect of chemical hybridizing agent III on growth of rice plants. Jiangsu J Agric Sci 15:198–202 (In Chinese with English Abstract)

    Google Scholar 

  • Huang XQ, Gao DY, Yang AN, Sun LH, Zhang JY (2001) Metabolism of nucleic acid and protein in the anther, spikelet and young panicle of rice (Oryza sative) after treatment with chemical hybridizing agent III. Acta Agron Sin 27:827–831 (In Chinese with English Abstract)

    Google Scholar 

  • Ji XJ, Yu BJ, Zhang DD, Liu YL (2005) Effects of polyamines synthesis inhibitors sprayed after heading stage on contents and components of polyamines in rice grains. Chin J Rice Sci 01:93–95 (In Chinese with English Abstract)

    Google Scholar 

  • Ji JL, Yang LM, Fang ZY, Zhuang M, Zhang YY, Lv HH, Liu YM, Li ZS (2018) Complementary transcriptome and proteome profiling in cabbage buds of a recessive male sterile mutant provides new insights into male reproductive development. J Proteom 179:80–91

    CAS  Google Scholar 

  • Jiang JJ, Ma SH, Ye NH, Jiang M, Cao JS, Zhang JH (2017) WRKY transcription factors in plant responses to stresses. J Integr Plant Biol 59:86–101

    PubMed  CAS  Google Scholar 

  • Kim YJ, Zhang DB (2018) Molecular control of male fertility for crop hybrid breeding. Trends Plant Sci 23:53–65

    PubMed  CAS  Google Scholar 

  • Kim J, Kim JH, Lyu JI, Woo HR, Lim PO (2018) New insights into the regulation of leaf senescence in Arabidopsis. J Exp Bot 69:787–799

    PubMed  CAS  Google Scholar 

  • Lei DY, Chen LY (2015) Analysis and thinking of meteorological safety for two-line hybrid rice seed production in Yancheng, Jiangsu. Hybrid Rice 30:18–20 (In Chinese with English Abstract)

    Google Scholar 

  • Li RW, Li HS (1998) Effect of methylglyoxal-bis (guanylhydrazone) treatment on polyamine contents of photosensitive genic male sterile rice and its relationship with fertility transformation. Acta Bot Sin 40:548–552 (In Chinese with English Abstract)

    CAS  Google Scholar 

  • Li H, Pinot F, Sauveplane V, Werck-Reichhart D, Diehl P, Schreiber L, Franke R, Zhang P, Chen L, Gao YW, Liang WQ, Zhang DB (2010) Cytochrome P450 family member CYP704B2 catalyzes the {omega}-hydroxylation of fatty acids and is required for anther cutin biosynthesis and pollen exine formation in rice. Plant Cell 22:173–190

    PubMed  PubMed Central  CAS  Google Scholar 

  • Li ZJ, Cheng YF, Cui JM, Zhang PP, Zhao HX, Hu SW (2015) Comparative transcriptome analysis reveals carbohydrate and lipid metabolism blocks in Brassica napus L. male sterility induced by the chemical hybridization agent monosulfuron ester sodium. BMC Genom 16:206

    Google Scholar 

  • Li SC, Jin H, Zhang Q (2016) The effect of exogenous spermidine concentration on polyamine metabolism and salt tolerance in Zoysiagrass (Zoysia japonica Steud) subjected to short-term salinity stress. Front Plant Sci 7:1221

    PubMed  PubMed Central  Google Scholar 

  • Li LZ, Wei JP, Jia YF, Liu XL, Zhang HQ, Wang M, Ma H (2018) Effects of exogenous ethephon on fertility of thermo-sensitive genic male sterile rice lines under low temperature inducement. Chin J Rice Sci 32:128–136 (In Chinese with English Abstract)

    Google Scholar 

  • Lin RC, Ding L, Casola C, Ripoll DR, Feschotte C, Wang HY (2007) Transposase-derived transcription factors regulate light signaling in Arabidopsis. Science 318:1302–1305

    PubMed  PubMed Central  CAS  Google Scholar 

  • Liu ZY, Shen CZ, Fu TD, Dong YY (2006) Relationship between the ethylene release rate and the male sterility induced by Huashaling in the oil rapeseed. J Huazhong Agric Univ 25:120–122 (In Chinese with English Abstract)

    CAS  Google Scholar 

  • Liu L, Jiang Y, Ma J, Gao ZP, Chen GX (2016) Metabolism of reactive oxygen species in anthers and leaves of cytoplasmic male-sterile rice. Chin Agric Sci Bull 32:6–12 (In Chinese with English Abstract)

    Google Scholar 

  • Liu Z, Lin S, Shi JX, Yu J, Zhu L, Yang XJ, Zhang DB, Liang WQ (2017) Rice No Pollen 1 (NP1) is required for anther cuticle formation and pollen exine patterning. Plant J 91:263–277

    PubMed  CAS  Google Scholar 

  • Liu YM, Zhao ZF, Wei G, Zhang P, Lan H, Zhang SZ, Li C, Cao MJ (2018) Characterization of the ZmbHLH122 transcription factor and its potential collaborators in maize male reproduction. Plant Growth Regul 85:113–122

    CAS  Google Scholar 

  • Livak KJ, Schmittgen TD (2001) Analysis of relative gene expression data using real-time quantitative PCR and the 2(T)(-Delta Delta C) method. Methods 25:402–408

    PubMed  CAS  Google Scholar 

  • Luo HY, Guan CY (2016) Cytological observation of anther development on male sterility in Brassica napus L. induced by chemical hybridization SX-1. Crop Res 30:397–401 (In Chinese with English Abstract)

    Google Scholar 

  • Luo Y, Yu SS, Li J, Li Q, Wang K, Huang JN, Liu ZH (2018) Molecular characterization of WRKY transcription factors that act as negative regulators of O-Methylated catechin biosynthesis in tea plants (Camellia sinensis L.). J Agric Food Chem 66:11234–11243

    PubMed  CAS  Google Scholar 

  • Ma J, Skibbe DS, Fernandes J, Walbot V (2008) Male reproductive development: gene expression profiling of maize anther and pollen ontogeny. Genome Biol 9:R181

    PubMed  PubMed Central  Google Scholar 

  • Miller G, Mittler R (2006) Could heat shock transcription factors function as hydrogen peroxide sensors in plants? Ann Bot 98:279–288

    PubMed  PubMed Central  CAS  Google Scholar 

  • Mittler R, Vanderauwera S, Gollery M, Van Breusegem F (2004) Reactive oxygen gene network of plants. Trends Plant Sci 9:490–498

    PubMed  CAS  Google Scholar 

  • Nakano T, Suzuki K, Fujimura T, Shinshi H (2006) Genome-wide analysis of the ERF gene family in Arabidopsis and rice. Plant Physiol 140:411–432

    PubMed  PubMed Central  CAS  Google Scholar 

  • Nole-Wilson S, Krizek BA (2000) DNA binding properties of the Arabidopsis floral development protein AINTEGUMENTA. Nucl Acids Res 28:4076–4082

    PubMed  CAS  Google Scholar 

  • Paraba ML, Thangaraj (2005) Effect of growth regulators and chemicals on pollen sterility in TGMS lines of rice. Plant Growth Regul 46:117–124

    Google Scholar 

  • Parenicová L, Folter S, Kieffer M, Horner DS, Favalli C, Busscher J, Cook HE, Ingram RM, Kater MM, Davies B, Angenent GC, Colombo L (2003) Molecular and phylogenetic analyses of the complete MADS-box transcription factor family in Arabidopsis: new openings to the MADS world. Plant Cell 15:1538–1551

    PubMed  PubMed Central  Google Scholar 

  • Rao KVM, Sresty TVS (2000) Antioxidative parameters in the seedlings of pigeonpea (Cajanus cajan (L.) Millspaugh) in response to Zn and Ni stresses. Plant Sci 157:113–128

    Google Scholar 

  • Rao GS, Tyagi AK, Rao KV (2017) Development of an inducible male-sterility system in rice through pollen-specific expression of l-ornithinase (argE) gene of E. coli. Plant Sci 256:139–147

    PubMed  CAS  Google Scholar 

  • Rao GS, Deveshwar P, Sharma M, Kapoor S, Rao KV (2018) Evolvement of transgenic male-sterility and fertility-restoration system in rice for production of hybrid varieties. Plant Mol Biol 96:35–51

    PubMed  CAS  Google Scholar 

  • Song LR, Liu ZQ, Tong JH, Xiao LT, Ma H, Zhang HQ (2015) Comparative proteomics analysis reveals the mechanism of fertility alteration of thermosensitive genic male sterile rice lines under low temperature inducement. Proteomics 15:1884–1905

    PubMed  CAS  Google Scholar 

  • Su AG, Song W, Shi Z, Zhao YX, Xing JF, Zhang RY, Li CH, Luo MJ, Wang JD, Zhao JR (2017) Exploring differentially expressed genes associated with fertility instability of S-type cytoplasmic male-sterility in maize by RNA-seq. J Integr Agric 16:1689–1699

    CAS  Google Scholar 

  • Sun LQ, Sun GL, Shi CX, Sun DF (2018) Transcriptome analysis reveals new microRNAs-mediated pathway involved in anther development in male sterile wheat. BMC Genom 19:333

    Google Scholar 

  • Tang HL, Song YL, Zhang GS, Zhang SX, Ye JX, Guo JL, Zhao ZJ, Wang JW, Niu N, Ma SC (2017) Screening of a new chemical hybridizing agent (CHA) and the agronomic traits of wheat induced by CHA. J Triticeae Crops 37:1008–1016 (In Chinese with English Abstract)

    Google Scholar 

  • Tao XL, Wang X, Yu MY, Huang XL (2001) Bio-effects and mechanism of CM268 on inducing rice male sterility. Acta Agron Sin 27:178–184 (In Chinese with English Abstract)

    Google Scholar 

  • Thirumalaikumar VP, Devkar V, Mehterov N, Ali S, Ozgur R, Turkan I, Mueller-Roeber B, Balazadeh S (2018) NAC transcription factor JUNGBRUNNEN1 enhances drought tolerance in tomato. Plant Biotechnol J 16:354–366

    PubMed  CAS  Google Scholar 

  • Tian CE, Liang CY, Huang YW, Liu HX (1999) Preliminary study on the relationship between polyamine and ethylene during panicle development in cytoplasmic male-sterile rice. Acta Phytophysiol Sin 25:1–6

    CAS  Google Scholar 

  • Trapnell C, Williams BA, Pertea G, Mortazavi A, Kwan G, Baren MJ, Aalzberg SL, Wold BJ, Pachter L (2010) Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation. Nat Biotechnol 28:511

    PubMed  PubMed Central  CAS  Google Scholar 

  • Tu ZY, Fu CJ, Zhang Z, Li X, Liu AM, Yang YZ (2016) High-yielding and quality seed multiplying techniques for rice TGMS lines in high-altitude area of Yunnan. Hybrid Rice 31:23–25 (In Chinese with English Abstract)

    Google Scholar 

  • Wang XK (2006) Principles and techniques of plant physiological and biochemical experiment. Higher Education Press, Beijing

    Google Scholar 

  • Wang X, Que RF, Jiang ZR, Xu M (1981) Physiological effects on ethephon inducing male sterility in rice. Acta Phytophsiol Sin 01:11–18 (In Chinese)

    CAS  Google Scholar 

  • Wang JS, Zhang GS, Yuan L, Zhang MZ, Niu N, Ma SC, Ye JX (2009) Metabolism of reactive oxygen species of physiological male-sterile anther induced by chemical hybrid agent in wheat. Acta Bot Boreal Occident 29:1351–1357 (In Chinese with English Abstract)

    CAS  Google Scholar 

  • Wang ZQ, Xu YJ, Wang JC, Yang JC, Zhang JH (2011) Polyamine and ethylene interactions in grain filling of superior and inferior spikelets of rice. Plant Growth Regul 66:215–228

    Google Scholar 

  • Wang HY, Wang HL, Shao HB, Tang XL (2016a) Recent advances in utilizing transcription factors to improve plant abiotic stress tolerance by transgenic technology. Front Plant Sci 7:67

    PubMed  PubMed Central  Google Scholar 

  • Wang S, Wang C, Zhang XX, Chen X, Liu JJ, Jia XF, Jia SQ (2016b) Transcriptome de novo assembly and analysis of differentially expressed genes related to cytoplasmic male sterility in cabbage. Plant Physiol Biochem 105:224–232

    PubMed  Google Scholar 

  • Wang YK, Bai JF, Wang P, Duan WJ, Yuan SH, Zhang FT, Gao SQ, Liu LH, Pang BS, Zhang LP, Zhao CP (2018) Comparative transcriptome analysis identifies genes involved in the regulation of the pollen cytoskeleton in a genic male sterile wheat line. Plant Growth Regul 86:133–147

    Google Scholar 

  • Wang Y, Wang GJ, Zheng YT, Zheng YY, Li SJ, Shao JF, Luo J, Hu J, Xu SC (2019) Polyamines are involved in chilling tolerance in tobacco (Nicotiana tabacum) seedlings. Plant Growth Regul 89:153–166

    CAS  Google Scholar 

  • Wu JY, Zhang M, Zhang BB, Zhang XX, Guo LP, Qi TX, Wang HL, Zhang JF, Xing CZ (2017) Genome-wide comparative transcriptome analysis of CMS-D2 and its maintainer and restorer lines in upland cotton. BMC Genom 18:454

    Google Scholar 

  • Yang HY, Zong XF, Yu GD, Shi YM, Zhang JK (2006) Regulation effects of hormones on fertility alternation in thermo-photo-sensitive genic male sterile (TGMS) wheat. J Southwest Agric Univ 28:369–372 (In Chinese with English Abstract)

    Google Scholar 

  • Yang J, Chen XR, Zhu CL, Peng XS, He XP, Fu JR, Ouyang LJ, Bian JM, Hu LF, Sun XT, Xu J, He HH (2015) RNA-seq reveals differentially expressed genes of rice (Oryza sativa) spikelet in response to temperature interacting with nitrogen at meiosis stage. BMC Genom 16:959

    Google Scholar 

  • Yi J, Moon S, Lee YS, Zhu L, Liang WQ, Zhang DB, Jung KH, An G (2016) Defective Tapetum Cell Death 1 (DTC1) regulates ROS levels by binding to metallothionein during tapetum degeneration. Plant Physiol 170:1611–1623

    PubMed  CAS  Google Scholar 

  • Yuan LP (2014) Development of hybrid rice to ensure food security. Rice Sci 21:1–2

    Google Scholar 

  • Zhang MX, Wang H, Huang JC, Wang BX (2000) Effects of osmotic stress and d-Arg on endogenous polyamines, ACC, MACC content and ethylene production in wheat seedlings. J Lanzhou Univ 26:87–92 (In Chinese with English Abstract)

    Google Scholar 

  • Zhang H, Liang WQ, Yang XJ, Luo X, Jiang N, Ma H, Zhang DB (2010) Carbon starved anther encodes a MYB domain protein that regulates sugar partitioning required for rice pollen development. Plant Cell 22:672–689

    PubMed  PubMed Central  CAS  Google Scholar 

  • Zhang H, Xu CX, He Y, Zong J, Yang XJ, Si H, Sun ZX, Hu JP, Liang WQ, Zhang DB (2013a) Mutation in CSA creates a new photoperiod-sensitive genic male sterile line applicable for hybrid rice seed production. Proc Natl Acad Sci USA 110:76–81

    PubMed  Google Scholar 

  • Zhang MM, Aila R, Wang YH, Wang D, Bai YJ (2013b) Effects of ethylene and 1-MCP treatment on active oxygen metabolism of postharvest boxiekexin melon. Sci Technol Food Ind 39(18):273–310 (In Chinese with English Abstract)

    Google Scholar 

  • Zhang HL, Huang JZ, Liu QL, Nawaz Z, Lu HP, Gong JY, Zhu YJ, Yan WG, Shu QY (2014) Characterization of an RNase Z nonsense mutation identified exclusively in environment-conditioned genic male sterile rice. Mol Breed 34:481–489

    Google Scholar 

  • Zhang WY, Chen TJ, Wang ZQ, Yang JC (2017) Polyamines and ethylene in rice young panicles in response to soil drought during panicle differentiation. Plant Growth Regul 82:491–503

    CAS  Google Scholar 

  • Zhao L, Jing X, Chen L, Liu YJ, Su YN, Liu TT, Gao CB, Yi B, Wen J, Ma CZ, Tu JX, Zou JT, Fu TD, Shen JX (2015) Tribenuron-methyl induces male sterility through anther-specific inhibition of acetolactate synthase leading to autophagic cell death. Mol Plant 8:1710–1724

    PubMed  CAS  Google Scholar 

  • Zhou XM, Zhang Q, Zhao YL, Zhou PH, Li XX (2010) Effect of exogenous d-Arg on polyamine contents and drought-resistance in rice seedlings under osmotic stress. Chin Agric Sci Bull 21:156–159 (In Chinese with English Abstract)

    Google Scholar 

  • Zhou YF, Zhang XY, Xue QZ (2011) Fine mapping and candidate gene prediction of the photoperiod and thermo-sensitive genic male sterile gene pms1(t) in rice. J Zhejiang Univ Sci B 12:436–447 (In Chinese with English Abstract)

    PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

The authors gratefully acknowledge the partial financial support from the project supported by the Ministry of Science and Technology of China (2018YFD0100905), the Open Research Fund of State Key Laboratory of Hybrid Rice (Hunan Hybrid Rice Research Center), and the Cyrus Tang Innovation Center for Seed Industry for this research.

Author information

Authors and Affiliations

Authors

Contributions

This study was performed in collaboration by all authors. X.L. and L.G. carried out most of the experiments and data analysis; J.W. carried out part of data analysis; J.H., H.Z. and A.L. carried out part of experimental treatment; L.X. carried out part of physiological experiment; H.M. designed the experiments and wrote the manuscript. All authors have read and approved the final manuscript.

Corresponding author

Correspondence to Hao Ma.

Ethics declarations

Conflict of interest

The authors declare no competing financial interests.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (JPEG 628 kb) Fig. S1. ROS levels in spikelet.

Supplementary material 2 (JPEG 865 kb) Fig. S2. Pearson correlation between samples.

10725_2019_560_MOESM3_ESM.jpg

Supplementary material 3 (JPEG 1425 kb) Fig. S3. Top 10 GO analysis of differentially expressed genes (DEGs). (A), (B), (C), (D), (E), (F) were the most enriched GO (biological process, cellular component, molecular function) between the water-treated group and the D-Arg-treated group in ST-inducement (C_S vs. D_S) and in LT-inducement (C_L vs. D_L), between the water-treated group and the ethephon-treated group in ST-inducement (C_S vs. Eth_S) and LT-inducement (C_L vs. Eth_L), and between the D-Arg-treated group and the ethephon-treated group in ST-inducement (D_S vs. Eth_S) and in LT-inducement (D_L vs. Eth_L), respectively.

10725_2019_560_MOESM4_ESM.jpg

Supplementary material 4 (JPEG 1328 kb) Fig. S4. Top 20 KEGG pathway analysis of differentially expressed genes (DEGs). (A), (B), (C), (D), (E), (F) were the most enriched Kyoto encyclopedia of genes and genomes (KEGG) pathway between the water-treated group and the D-Arg-treated group in ST-inducement (C_S vs. D_S) and in LT-inducement (C_L vs. D_L), between the water-treated group and the ethephon-treated group in ST-inducement (C_S vs. Eth_S) and LT-inducement (C_L vs. Eth_L), and between the D-Arg-treated group and the ethephon-treated group in ST-inducement (D_S vs. Eth_S) and in LT-inducement (D_L vs. Eth_L), respectively.

Supplementary material 5 (XLSX 11 kb)

Supplementary material 6 (XLSX 9 kb)

Supplementary material 7 (XLSX 202 kb)

Supplementary material 8 (XLSX 26 kb)

Supplementary material 9 (XLSX 16 kb)

Supplementary material 10 (XLSX 35 kb)

Supplementary material 11 (XLSX 82 kb)

Supplementary material 12 (XLSX 38 kb)

Supplementary material 13 (XLSX 10 kb)

10725_2019_560_MOESM14_ESM.xlsx

Supplementary material 14 (XLSX 9 kb) The raw sequence data reported in this paper have been deposited in the Genome Sequence Archive (Genomics, Proteomics & Bioinformatics 2017) in BIG Data Center (Nucleic Acids Res 2019), Beijing Institute of Genomics (BIG), Chinese Academy of Sciences, under accession numbers CRA001549, Shared URL: http://bigd.big.ac.cn/gsa/s/dqaAhDEc.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Liu, X., Guo, L., Wei, J. et al. Comparative transcriptome analysis reveals the mechanism of exogenous substances inhibiting fertility alteration induced by low temperature in TGMS rice line. Plant Growth Regul 90, 489–503 (2020). https://doi.org/10.1007/s10725-019-00560-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10725-019-00560-9

Keywords

Navigation