Abstract
Key message
Ten stable loci for freezing tolerance (FT) in wheat were detected by genome-wide association analysis. The putative candidate gene TaRPM1-7BL underlying the major locus QFT.ahau-7B.2 was identified and validated.
Abstract
Frost damage restricts wheat growth, development, and geographical distribution. However, the genetic mechanism of freezing tolerance (FT) remains unclear. Here, we evaluated FT phenotypes of 245 wheat varieties and lines, and genotyped them using a Wheat 90 K array. The association analysis showed that ten stable loci were significantly associated with FT (P < 1 × 10–4), and explained 6.45–26.33% of the phenotypic variation. In particular, the major locus QFT.ahau-7B.2 was consistently related to all nine sets of FT phenotypic data. Based on five cleaved amplified polymorphic sequence (CAPS) markers closely linked to QFT.ahau-7B.2, we narrowed down the target region to the 570.67–571.16 Mb interval (0.49 Mb) on chromosome 7B, in which four candidate genes were annotated. Of these, only TaRPM1-7BL exhibited consistent differential expression after low temperature treatment between freezing-tolerant and freezing-sensitive varieties. The results of cloning and whole-exome capture sequencing indicated that there were two main haplotypes for TaRPM1-7BL, including freezing-tolerant Hap1 and freezing-sensitive Hap2. Based on the representative SNP (+1956, A/G), leading to an amino acid change in the NBS domain, a CAPS marker (CAPS-TaRPM1-7BL) was developed and validated in 431 wheat varieties (including the above 245 materials) and 318 F2 lines derived from the cross of ‘Annong 9267’ (freezing-tolerant) × ‘Yumai 9’ (freezing-sensitive). Subsequently, the TaRPM1-7BL gene was silenced in ‘Yumai 9’ by virus-induced gene silencing (VIGS), and these silenced wheat seedlings exhibited enhanced FT phenotypes, suggesting that TaRPM1-7BL negatively regulates FT. These findings are valuable for understanding the complex genetic basis of FT in wheat.
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00122-024-04564-6/MediaObjects/122_2024_4564_Fig1_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00122-024-04564-6/MediaObjects/122_2024_4564_Fig2_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00122-024-04564-6/MediaObjects/122_2024_4564_Fig3_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00122-024-04564-6/MediaObjects/122_2024_4564_Fig4_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00122-024-04564-6/MediaObjects/122_2024_4564_Fig5_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00122-024-04564-6/MediaObjects/122_2024_4564_Fig6_HTML.png)
Similar content being viewed by others
References
Andrews CJ, Pomeroy M, Seaman WL, Butler G, Bonn P, Hoekstra G (1997) Relationships between planting date, winter survival and stress tolerances of soft white winter wheat in eastern Ontario. Can J Plant Sci 77:507–513. https://doi.org/10.4141/P96-124
Babben S, Schliephake E, Janitza P et al (2018) Association genetics studies on frost tolerance in wheat (Triticum aestivum L.) reveal new highly conserved amino acid substitutions in CBF-A3, CBF-A15, VRN3 and PPD1 genes. BMC Genomics 19:409. https://doi.org/10.1186/s12864-018-4795-6
Båga M, Chodaparambil SV, Limin AE, Pecar M, Fowler DB, Chibbar RN (2007) Identification of quantitative trait loci and associated candidate genes for low-temperature tolerance in cold-hardy winter wheat. Funct Integr Genomics 7:53–68. https://doi.org/10.1007/s10142-006-0030-7
Chang CYY, Bräutigam K, Hüner NP, Ensminger I (2021) Champions of winter survival: cold acclimation and molecular regulation of cold hardiness in evergreen conifers. New Phytol 229:675–691. https://doi.org/10.1111/nph.16904
Chen Y, Sidhu HS, Kaviani M, McElroy MS, Pozniak CJ, Navabi A (2019) Application of image-based phenotyping tools to identify QTL for in-field winter survival of winter wheat (Triticum aestivum L.). Theor Appl Genet 132:2591–2604. https://doi.org/10.1007/s00122-019-03373-6
Evanno G, Regnaut S, Goudet J (2005) Detecting the number of clusters of individuals using the software structure: a simulation study. Mol Ecol 14:2611–2620. https://doi.org/10.1111/j.1X.2005.02553.x
Fowler DB (1979) Selection for winterhardiness in wheat. II. variation within field trials1. Crop Sci 19:773–775. https://doi.org/10.2135/cropsci1979.0011183X001900060006x
Fowler DB, Gusta LV (1977) Influence of fall growth and development on cold tolerance of rye and wheat. Can J Plant Sci 57:751–755. https://doi.org/10.4141/cjps77-109
Fowler DB, Gusta LV (1979) Selection for winterhardiness in wheat. I. Identification of genotypic variability1. Crop Sci 19:769–772. https://doi.org/10.2135/cropsci1979.0011183X001900060005x
Fowler DB, Limin AE, Ritchie JT (1999) Low-temperature tolerance in cereals: model and genetic interpretation. Crop Sci 39:626–633. https://doi.org/10.2135/cropsci1999.0011183X003900020002x
Fowler D, N’Diaye A, Laudencia-Chingcuanco D, Pozniak CJ (2016) Quantitative trait loci associated with phenological development, low-temperature tolerance, grain quality, and agronomic characters in wheat (Triticum aestivum L.). PLoS One 11:10152185. https://doi.org/10.1371/journal.pone.0152185
Galiba G, Quarrie SA, Sutka J, Morgounov A, Snape JW (1995) RFLP mapping of the vernalization (Vrn1) and frost resistance (Fr1) genes on chromosome 5A of wheat. Theor Appl Genet 90:1174–1179. https://doi.org/10.1007/BF00222940
Galiba G, Kerepesi I, Snape JW, Sutka J (1997) Location of a gene regulating cold-induced carbohydrate production on chromosome 5A of wheat. Theor Appl Genet 95:265–270. https://doi.org/10.1007/s001220050558
Huang XZ, Li JY, Bao F, Zhang XY, Yang SH (2010) A gain-of-function mutation in the Arabidopsis disease resistance gene RPP4 confers sensitivity to low temperature. Plant Physiol 154:796–809. https://doi.org/10.1104/pp.110.157610
Jiang H, Fang Y, Yan D, Liu ST, Wei J, Guo FL, Wu XT, Cao H, Yin CB, Lu F, Gao LF, Liu YX (2022) Genome-wide association study reveals a NAC transcription factor TaNAC074 linked to pre-harvest sprouting tolerance in wheat. Theor Appl Genet 135:3265–3276. https://doi.org/10.1007/s00122-022-04184-y
Kobayashi F, Maeta E, Terashima A, Takumi S (2008) Positive role of a wheat HvABI5 ortholog in abiotic stress response of seedlings. Physiol Plant 134:74–86. https://doi.org/10.1111/j.1399-3054.2008.01107.x
Kong FY, Deng YS, Zhou B, Wang GD, Wang Y, Meng QW (2014) A chloroplast-targeted DnaJ protein contributes to maintenance of photosystem II under chilling stress. J Exp Bot 65:143–158. https://doi.org/10.1093/jxb/ert357
Kruse EB, Carle SW, Wen N, Skinner DZ, Murray TD, Garland-Campbell KA, Carter AH (2017) Genomic regions associated with tolerance to freezing stress and snow mold in winter wheat. G3-Genes Genom Genet 7:775–780. https://doi.org/10.1534/g3.116.037622
Lang J, Genot B, Bigeard J, Colcombet J (2022) MPK3 and MPK6 control salicylic acid signaling by up-regulating NLR receptors during pattern-and effector-triggered immunity. J Exp Bot 73:2190–2205. https://doi.org/10.1093/jxb/erab544
Li H, Ding YL, Shi YT, Zhang XY, Zhang SQ, Gong ZZ, Yang SH (2017) MPK3- and MPK6-Mediated ICE1 phosphorylation negatively regulates ICE1 stability and freezing tolerance in Arabidopsis. Dev Cell 43:630–642. https://doi.org/10.1016/j.devcel.2017.09.025
Liang Y, Xia JQ, Jiang YS, Bao YZ, Chen HC, Wang DJ, Zhang D, Yu J, Cang J (2022) Genome-wide identification and analysis of bZIP gene family and resistance of TaABI5 (TabZIP96) under freezing stress in wheat (Triticum aestivum). Int J Mol Sci 23:2351. https://doi.org/10.3390/ijms23042351
Limin AE, Fowler DB (2006) Low-temperature tolerance and genetic potential in wheat (Triticum aestivum L.): response to photoperiod, vernalization, and plant development. Planta 224:360–366. https://doi.org/10.1007/s00425-006-0219-y
Liu Q, Piao SL, Janssens IA, Fu YS, Peng SS, Lian X, Ciais P, Myneni RB, Peñuelas J, Wang T (2018) Extension of the growing season increases vegetation exposure to freezing. Nat Commun 9:1–8. https://doi.org/10.1038/s41467-017-02690-y
Loeppky H, Lafond GP, Fowler DB (1989) Seeding depth in relation to plant development, winter survival, and yield of no-till winter wheat. Agron J 81:125–129. https://doi.org/10.2134/agronj1989.00021962008100010023x
Lv LJ, Dong C, Liu YP, Zhao AJ, Zhang YL, Li H, Chen XY (2022) Transcription-associated metabolomic profiling reveals the critical role of freezing tolerance in wheat. BMC Plant Biol 22:1–22. https://doi.org/10.1186/s12870-022-03718-2
Mahfoozi S, Limin AE, Hayes PM, Hucl P, Fowler DB (2000) Influence of photoperiod response on the expression of cold hardiness in wheat and barley. Can J Plant Sci 80:721–724. https://doi.org/10.4141/P00-031
Mahfoozi S, Limin AE, Fowler DB (2001) Influence of vernalization and photoperiod responses on cold hardiness in winter cereals. Crop Sci 41:1006–1011. https://doi.org/10.2135/cropsci2001.4141006x
Mao XG, Zhang HY, Qian XY, Li A, Zhao GY, Jing RL (2012) TaNAC2, a NAC-type wheat transcription factor conferring enhanced multiple abiotic stress tolerances in Arabidopsis. J Exp Bot 63:2933–2946. https://doi.org/10.1093/jxb/err462
Shen Q, Zhang SP, Ge CW, Liu SD, Chen J, Liu RH, Ma HJ, Song MZ, Pang CY (2023) Genome-wide association study identifies GhSAL1 affects cold tolerance at the seedling emergence stage in upland cotton (Gossypium hirsutum L.). Theor Appl Genet 136:4. https://doi.org/10.1007/s00122-023-04317-x
Shi YT, Ding YL, Yang SH (2018) Molecular regulation of CBF signaling in cold acclimation. Trends Plant Sci 23:623–637. https://doi.org/10.1016/j.tplants.2018.04.002
Shimosaka E, Ozawa K (2015) Overexpression of cold-inducible wheat galactinol synthase confers tolerance to chilling stress in transgenic rice. Breeding Sci 65:363–371. https://doi.org/10.1270/jsbbs.65.363
Sieber A-N, Longin CFH, Leiser WL, Würschum T (2016) Copy number variation of CBF-A14 at the Fr-A2 locus determines freezing tolerance in winter durum wheat. Theor Appl Genet 129:1087–1097. https://doi.org/10.1007/s00122-016-2685-3
Sohag AAM, Tahjib-Ul-Arif M, Afrin S, Khan MK, Hannan MA, Skalicky M, Mortuza MG, Brestic M, Hossain MA, Murata Y (2020) Insights into nitric oxide-mediated water balance, antioxidant defence and mineral homeostasis in rice (Oryza sativa L.) under chilling stress. Nitric Oxide 100:7–16. https://doi.org/10.1016/j.niox.2020.04.001
Soleimani B, Lehnert H, Babben S et al (2022) Genome wide association study of frost tolerance in wheat. Sci Rep 12:5275. https://doi.org/10.1038/s41598-022-08706-y
Sutka J, Galiba G, Vagujfalvi A, Gill BS, Snape JW (1999) Physical mapping of the Vrn-A1 and Fr1 genes on chromosome 5A of wheat using deletion lines. Theor Appl Genet 99:199–202. https://doi.org/10.1007/s001220051225
Trevaskis B, Bagnall DJ, Ellis MH, Peacock WJ, Dennis ES (2003) MADS box genes control vernalization-induced flowering in cereals. Proc Natl Acad Sci 100:13099–13104. https://doi.org/10.1073/pnas.1635053100
Wang K, Zhai MJ, Han R, Wang XL, Xu WJ, Zeng XX, Qi G, Komatsuda T, Liu C (2022) Wheat elongator subunit 4 negatively regulates freezing tolerance by regulating ethylene accumulation. Int J Mol Sci 23:7634. https://doi.org/10.3390/ijms23147634
Wolf R (2008) The Easter freeze of April 2007: a climatological perspective and assessment of impacts and services. (Technical Report 2008–01, NOAA/USDA, 2008)
Wu J, Zhang YL, Yin L, Qu JJ, Lu J (2014) Linkage of cold acclimation and disease resistance through plant-pathogen interaction pathway in Vitis amurensis grapevine. Funct Integr Genomic 14:741–55. https://doi.org/10.1007/s10142-014-0392-1
Yan L, Loukoianov A, Tranquilli G, Helguera M, Fahima T, Dubcovsky J (2003) Positional cloning of the wheat vernalization gene VRN1. Proc Natl Acad Sci 100:6263–6268. https://doi.org/10.1073/pnas.0937399100
Yang HB, Shi YT, Liu JY, Guo L, Zhang XY, Yang SH (2010) A mutant CHS3 protein with TIR-NB-LRR-LIM domains modulates growth, cell death and freezing tolerance in a temperature-dependent manner in Arabidopsis. Plant J 63:283–296. https://doi.org/10.1111/j.1365-313X.2010.04241.x
Zhang N, Zhang LR, Zhao L, Ren Y, Cui DQ, Chen JH, Wang YY, Yu PB, Chen F (2017a) iTRAQ and virus-induced gene silencing revealed three proteins involved in cold response in bread wheat. Sci Rep 7:1–16. https://doi.org/10.1038/s41598-017-08069-9
Zhang ZB, Liu YN, Huang H, Gao MH, Wu D, Kong Q, Zhang YL (2017) The NLR protein SUMM2 senses the disruption of an immune signaling MAP kinase cascade via CRCK3. EMBO rep 18:292–302. https://doi.org/10.15252/embr.2016427043
Zhao Y, Li JH, Zhao RL, Xu K, Xiao YR, Zhang SH, Tian JC, Yang XJ (2020) Genome-wide association study reveals the genetic basis of cold tolerance in wheat. Mol Breeding 40:1–13. https://doi.org/10.1007/s11032-020-01115-x
Zheng DX, Yang XG, Mínguez MI, Mu CY, He Q, Wu X (2018) Effect of freezing temperature and duration on winter survival and grain yield of winter wheat. Agr Forest Meteorol 260:1–8. https://doi.org/10.1016/j.agrformet.2018.05.011
Zhu YL, Wang SX, Wei WX et al (2019) Genome-wide association study of pre-harvest sprouting tolerance using a 90K SNP array in common wheat (Triticum aestivum L.). Theor Appl Genet 132:2947–2963. https://doi.org/10.1007/s00122-019-03398-x
Zhuang KY, Kong FY, Zhang S et al (2019) Whirly1 enhances tolerance to chilling stress in tomato via protection of photosystem II and regulation of starch degradation. New Phytol 221:1998–2012. https://doi.org/10.1111/nph.15532
Funding
This work was supported by grants from the University Synergy Innovation Program of Anhui Province (GXXT-2021-058), Key Scientific and Technological Breakthroughs of Anhui Province “Innovation of Excellent Wheat Germplasm Resources, Discovery of Important New Genes and Application in Wheat Molecular Design Breeding” (2021d06050003), the Joint Key Project of Improved Wheat Variety of Anhui Province (22805001), the Agriculture Research System of Anhui Province (AHCYTX-02), and Jiangsu Collaborative Innovation Center for Modern Crop Production (JCIC-MCP).
Author information
Authors and Affiliations
Contributions
HPZ, CC, and CXM initiated the project, designed the study, and revised the paper; XP and XLN completed the experiment, and prepared the manuscript; WG, SNY, HSF, JJC, JL, and HS assisted in the cultivation, management, and phenotyping of experimental materials. All authors read the manuscript and approved it for publication.
Corresponding authors
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Additional information
Communicated by Thomas Miedaner.
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
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
Pan, X., Nie, X., Gao, W. et al. Identification of genetic loci and candidate genes underlying freezing tolerance in wheat seedlings. Theor Appl Genet 137, 57 (2024). https://doi.org/10.1007/s00122-024-04564-6
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s00122-024-04564-6