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Cull A, Joly DL. Development and validation of a minimal SNP genotyping panel for the differentiation of Cannabis sativa cultivars. BMC Genomics 2025; 26:83. [PMID: 39875833 PMCID: PMC11773717 DOI: 10.1186/s12864-025-11263-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2024] [Accepted: 01/20/2025] [Indexed: 01/30/2025] Open
Abstract
BACKGROUND Due to its previously illicit nature, Cannabis sativa had not fully reaped the benefits of recent innovations in genomics and plant sciences. However, Canada's legalization of C. sativa and products derived from its flower in 2018 triggered significant new demand for robust genotyping tools to assist breeders in meeting consumer demands. Early molecular marker-based research on C. sativa focused on screening for plant sex and chemotype, and more recent research has sought to use molecular markers to target traits of agronomic interest, to study populations and to differentiate between C. sativa cultivars. RESULTS In this study, we have conducted whole genome sequencing of 32 cultivars, mined the sequencing data for SNPs, developed a reduced SNP genotyping panel to discriminate between sequenced cultivars, then validated the 20-SNP panel using DNA from the sequenced cultivars and tested the assays on commercially available dried flower. The assay conversion rate was higher in DNA extracted from fresh plant material than in DNA extracted from dried flower samples. However, called genotypes were internally consistent, highlighting discrepancies between genotypes detected using sequencing data and observed using genotyping assays. The primary contributions of this work are to clearly document the process used to develop minimal SNP genotyping panels, the feasibility of using such panels to differentiate between C. sativa cultivars, and outline improvements and goals for future iterations of PCR-based, minimal SNP panels to enable efficient development genotyping tools to identify and screen C. sativa cultivars. CONCLUSIONS Our key recommendations are to increase sampling density to account for intra-cultivar variability; leverage higher read length paired-end short-read technology; conduct in-depth pre- and post-processing of reads, mapping, and variant calling data; integrate trait-associated loci to develop multi-purpose panels; and use iterative approaches for in vitro validation to ensure that only the most discriminant and performant SNPs are retained.
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Affiliation(s)
- Alex Cull
- Cannabis Innovation and Research Center, Université de Moncton, Moncton, New-Brunswick, Canada
| | - David L Joly
- Cannabis Innovation and Research Center, Université de Moncton, Moncton, New-Brunswick, Canada.
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Su Q, Feng Y, Li X, Wang Z, Zhong Y, Zhao Z, Yang H. Allelic variation in an expansin, MdEXP-A1, contributes to flesh firmness at harvest in apples. MOLECULAR HORTICULTURE 2025; 5:3. [PMID: 39828743 PMCID: PMC11744834 DOI: 10.1186/s43897-024-00121-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Accepted: 10/17/2024] [Indexed: 01/22/2025]
Abstract
Flesh firmness is a core quality trait in apple breeding because of its correlation with ripening and storage. Quantitative trait loci (QTLs) were analyzed through bulked segregant analysis sequence (BSA-seq) and comparative transcriptome analysis (RNA-seq) to explore the genetic basis of firmness formation. In this study, phenotypic data were collected at harvest from 251 F1 hybrids derived from 'Ruiyang' and 'Scilate', the phenotype values of flesh firmness at harvest were extensively segregated for two consecutive years. A total of 11 candidate intervals were identified on chromosomes 03, 05, 06, 07, 13, and 16 via BSA-seq analysis. We characterized a major QTL on chromosome 16 and selected a candidate gene encoding expansin MdEXP-A1 by combining RNA-seq analysis. Furthermore, the genotype of Del-1166 (homozygous deletion) in the MdEXP-A1 promoter was closely associated with the super-hard phenotype of F1 hybrids, which could be used as a functional marker for marker-assisted selection (MAS) in apple. Functional identification revealed that MdEXP-A1 positively expedited fruit softening in both apple fruits and tomatoes that overexpressed MdEXP-A1. Moreover, the promoter sequence of TE-1166 was experimentally validated containing two binding motifs of MdNAC1, and the absence of the MdEXP-A1 promoter fragment reduced its transcription activity. MdNAC1 also promotes the expression of MdEXP-A1, indicating its potential modulatory role in quality breeding. These findings provide novel insight into the genetic control of flesh firmness by MdEXP-A1.
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Affiliation(s)
- Qiufang Su
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Horticulture, Northwest A&F University, Yangling, 712100, Shaanxi, China
| | - Yifeng Feng
- College of Horticulture and Forestry, Tarim University, Alaer, 843300, Xinjiang, China
| | - Xianglu Li
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Horticulture, Northwest A&F University, Yangling, 712100, Shaanxi, China
| | - Zidun Wang
- Liaoning Institute of Pomology, Yingkou, 115009, China
| | - Yuanwen Zhong
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Horticulture, Northwest A&F University, Yangling, 712100, Shaanxi, China
| | - Zhengyang Zhao
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Horticulture, Northwest A&F University, Yangling, 712100, Shaanxi, China
| | - Huijuan Yang
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Horticulture, Northwest A&F University, Yangling, 712100, Shaanxi, China.
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Liu Y, Xiao W, Liao L, Zheng B, Cao Y, Zhao Y, Zhang RX, Han Y. A PpEIL2/3-PpNAC1-PpWRKY14 module regulates fruit ripening by modulating ethylene production in peach. JOURNAL OF INTEGRATIVE PLANT BIOLOGY 2024. [PMID: 39185667 DOI: 10.1111/jipb.13761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Accepted: 07/24/2024] [Indexed: 08/27/2024]
Abstract
WRKY transcription factors play key roles in plant resistance to various stresses, but their roles in fruit ripening remain largely unknown. Here, we report a WRKY gene PpWRKY14 involved in the regulation of fruit ripening in peach. The expression of PpWRKY14 showed an increasing trend throughout fruit development. PpWRKY14 was a target gene of PpNAC1, a master regulator of peach fruit ripening. PpWRKY14 could directly bind to the promoters of PpACS1 and PpACO1 to induce their expression, and this induction was greatly enhanced when PpWRKY14 formed a dimer with PpNAC1. However, the transcription of PpNAC1 could be directly suppressed by two EIN3/EIL1 genes, PpEIL2 and PpEIL3. The PpEIL2/3 genes were highly expressed at the early stages of fruit development, but their expression was programmed to decrease significantly during the ripening stage, thus derepressing the expression of PpNAC1. These results suggested a PpEIL2/3-PpNAC1-PpWRKY14 module that regulates fruit ripening by modulating ethylene production in peach. Our results provided an insight into the regulatory roles of EIN3/EIL1 and WRKY genes in fruit ripening.
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Affiliation(s)
- Yudi Liu
- State Key Laboratory of Plant Diversity and Specialty Crops, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, 430074, China
- Hubei Hongshan Laboratory, Wuhan, 430070, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Wen Xiao
- State Key Laboratory of Plant Diversity and Specialty Crops, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, 430074, China
- State Key Laboratory of Hybrid Rice, Department of Plant Sciences, College of Life Sciences, Wuhan University, Wuhan, 430072, China
| | - Liao Liao
- State Key Laboratory of Plant Diversity and Specialty Crops, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, 430074, China
- Hubei Hongshan Laboratory, Wuhan, 430070, China
| | - Beibei Zheng
- State Key Laboratory of Plant Diversity and Specialty Crops, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, 430074, China
- Hubei Hongshan Laboratory, Wuhan, 430070, China
| | - Yunpeng Cao
- State Key Laboratory of Plant Diversity and Specialty Crops, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, 430074, China
- Hubei Hongshan Laboratory, Wuhan, 430070, China
| | - Yun Zhao
- State Key Laboratory of Plant Diversity and Specialty Crops, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, 430074, China
- Hubei Hongshan Laboratory, Wuhan, 430070, China
| | - Ruo-Xi Zhang
- State Key Laboratory of Plant Diversity and Specialty Crops, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, 430074, China
- Hubei Hongshan Laboratory, Wuhan, 430070, China
| | - Yuepeng Han
- State Key Laboratory of Plant Diversity and Specialty Crops, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, 430074, China
- Hubei Hongshan Laboratory, Wuhan, 430070, China
- Sino-African Joint Research Center, Chinese Academy of Sciences, Wuhan, 430074, China
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Song HY, Zhao K, Pei YG, Chen HX, Wang XA, Jiang GL, Xie HJ, Chen D, Gong RG. Multi-omics analysis provides new insights into the changes of important nutrients and fructose metabolism in loquat bud sport mutant. FRONTIERS IN PLANT SCIENCE 2024; 15:1374925. [PMID: 38606078 PMCID: PMC11008694 DOI: 10.3389/fpls.2024.1374925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 03/18/2024] [Indexed: 04/13/2024]
Abstract
Bud sport is a common and stable somatic variation in perennial fruit trees, and often leads to significant modification of fruit traits and affects the breeding value. To investigate the impact of bud sport on the main metabolites in the fruit of white-fleshed loquat, we conducted a multi-omics analysis of loquat fruits at different developmental stages of a white-fleshed bud sport mutant of Dongting loquat (TBW) and its wild type (TBY). The findings from the detection of main fruit quality indices and metabolites suggested that bud sport resulted in a reduction in the accumulation of carotenoids, fructose, titratable acid and terpenoids at the mature stage of TBW, while leading to the accumulation of flavonoids, phenolic acids, amino acids and lipids. The comparably low content of titratable acid further enhances the balanced and pleasent taste profile of TBW. Expression patterns of differentially expressed genes involved in fructose metabolism exhibited a significant increase in the expression level of S6PDH (EVM0006243, EVM0044405) prior to fruit maturation. The comparison of protein sequences and promoter region of S6PDH between TBY and TBW revealed no structural variations that would impact gene function or expression, indicating that transcription factors may be responsible for the rapid up-regulation of S6PDH before maturation. Furthermore, correlation analysis helped to construct a comprehensive regulatory network of fructose metabolism in loquat, including 23 transcription factors, six structural genes, and nine saccharides. Based on the regulatory network and existing studies, it could be inferred that transcription factors such as ERF, NAC, MYB, GRAS, and bZIP may promote fructose accumulation in loquat flesh by positively regulating S6PDH. These findings improve our understanding of the nutritional value and breeding potential of white-fleshed loquat bud sport mutant, as well as serve as a foundation for exploring the genes and transcription factors that regulate fructose metabolism in loquat.
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Affiliation(s)
- Hai-yan Song
- College of Horticulture, Sichuan Agricultural University, Chengdu, Sichuan, China
- Horticulture Research Institute, Sichuan Academy of Agricultural Sciences, Chengdu, Sichuan, China
- Key Laboratory of Horticultural Crop Biology and Germplasm Creation in Southwestern China of the Ministry of Agriculture and Rural Affairs, Chengdu, Sichuan, China
- College of Life Science, Sichuan University, Chengdu, Sichuan, China
| | - Ke Zhao
- College of Horticulture, Sichuan Agricultural University, Chengdu, Sichuan, China
- Horticulture Research Institute, Sichuan Academy of Agricultural Sciences, Chengdu, Sichuan, China
- Key Laboratory of Horticultural Crop Biology and Germplasm Creation in Southwestern China of the Ministry of Agriculture and Rural Affairs, Chengdu, Sichuan, China
| | - Yan-Gang Pei
- College of Horticulture, Sichuan Agricultural University, Chengdu, Sichuan, China
- College of Life Science, Sichuan University, Chengdu, Sichuan, China
| | - Hong-xu Chen
- College of Horticulture, Sichuan Agricultural University, Chengdu, Sichuan, China
| | - Xiao-an Wang
- College of Horticulture, Sichuan Agricultural University, Chengdu, Sichuan, China
| | - Guo-Liang Jiang
- Horticulture Research Institute, Sichuan Academy of Agricultural Sciences, Chengdu, Sichuan, China
- Key Laboratory of Horticultural Crop Biology and Germplasm Creation in Southwestern China of the Ministry of Agriculture and Rural Affairs, Chengdu, Sichuan, China
| | - Hong-Jiang Xie
- Horticulture Research Institute, Sichuan Academy of Agricultural Sciences, Chengdu, Sichuan, China
- Key Laboratory of Horticultural Crop Biology and Germplasm Creation in Southwestern China of the Ministry of Agriculture and Rural Affairs, Chengdu, Sichuan, China
| | - Dong Chen
- Horticulture Research Institute, Sichuan Academy of Agricultural Sciences, Chengdu, Sichuan, China
- Key Laboratory of Horticultural Crop Biology and Germplasm Creation in Southwestern China of the Ministry of Agriculture and Rural Affairs, Chengdu, Sichuan, China
| | - Rong-gao Gong
- College of Horticulture, Sichuan Agricultural University, Chengdu, Sichuan, China
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Chu X, Wang M, Fan Z, Li J, Yin H. Molecular Mechanisms of Seasonal Gene Expression in Trees. Int J Mol Sci 2024; 25:1666. [PMID: 38338945 PMCID: PMC10855862 DOI: 10.3390/ijms25031666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Revised: 01/22/2024] [Accepted: 01/25/2024] [Indexed: 02/12/2024] Open
Abstract
In trees, the annual cycling of active and dormant states in buds is closely regulated by environmental factors, which are of primary significance to their productivity and survival. It has been found that the parallel or convergent evolution of molecular pathways that respond to day length or temperature can lead to the establishment of conserved periodic gene expression patterns. In recent years, it has been shown in many woody plants that change in annual rhythmic patterns of gene expression may underpin the adaptive evolution in forest trees. In this review, we summarize the progress on the molecular mechanisms of seasonal regulation on the processes of shoot growth, bud dormancy, and bud break in response to day length and temperature factors. We focus on seasonal expression patterns of genes involved in dormancy and their associated epigenetic modifications; the seasonal changes in the extent of modifications, such as DNA methylation, histone acetylation, and histone methylation, at dormancy-associated loci have been revealed for their actions on gene regulation. In addition, we provide an outlook on the direction of research on the annual cycle of tree growth under climate change.
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Affiliation(s)
- Xian Chu
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Hangzhou 311400, China; (X.C.); (M.W.); (Z.F.); (J.L.)
- College of Information Science and Technology, Nanjing Forestry University, Nanjing 210037, China
| | - Minyan Wang
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Hangzhou 311400, China; (X.C.); (M.W.); (Z.F.); (J.L.)
| | - Zhengqi Fan
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Hangzhou 311400, China; (X.C.); (M.W.); (Z.F.); (J.L.)
| | - Jiyuan Li
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Hangzhou 311400, China; (X.C.); (M.W.); (Z.F.); (J.L.)
| | - Hengfu Yin
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Hangzhou 311400, China; (X.C.); (M.W.); (Z.F.); (J.L.)
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Zhang RX, Liu Y, Zhang X, Chen X, Sun J, Zhao Y, Zhang J, Yao JL, Liao L, Zhou H, Han Y. Two adjacent NAC transcription factors regulate fruit maturity date and flavor in peach. THE NEW PHYTOLOGIST 2024; 241:632-649. [PMID: 37933224 DOI: 10.1111/nph.19372] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Accepted: 09/29/2023] [Indexed: 11/08/2023]
Abstract
Although maturity date (MD) is an essential factor affecting fresh fruit marketing and has a pleiotropic effect on fruit taste qualities, the underlying mechanisms remain largely unclear. In this study, we functionally characterized two adjacent NAM-ATAF1/2-CUC2 (NAC) transcription factors (TFs), PpNAC1 and PpNAC5, both of which were associated with fruit MD in peach. PpNAC1 and PpNAC5 were found capable of activating transcription of genes associated with cell elongation, cell wall degradation and ethylene biosynthesis, suggesting their regulatory roles in fruit enlargement and ripening. Furthermore, PpNAC1 and PpNAC5 had pleiotropic effects on fruit taste due to their ability to activate transcription of genes for sugar accumulation and organic acid degradation. Interestingly, both PpNAC1 and PpNAC5 orthologues were found in fruit-producing angiosperms and adjacently arranged in all 91 tested dicots but absent in fruitless gymnosperms, suggesting their important roles in fruit development. Our results provide insight into the regulatory roles of NAC TFs in MD and fruit taste.
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Affiliation(s)
- Ruo-Xi Zhang
- CAS Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture, Wuhan Botanical Garden, The Innovative Academy of Seed Design of Chinese Academy of Sciences, Wuhan, 430074, China
- Hubei Hongshan Laboratory, Wuhan, 430070, China
| | - Yudi Liu
- CAS Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture, Wuhan Botanical Garden, The Innovative Academy of Seed Design of Chinese Academy of Sciences, Wuhan, 430074, China
- University of Chinese Academy of Sciences, 19A Yuquanlu, Beijing, 100049, China
| | - Xian Zhang
- CAS Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture, Wuhan Botanical Garden, The Innovative Academy of Seed Design of Chinese Academy of Sciences, Wuhan, 430074, China
- University of Chinese Academy of Sciences, 19A Yuquanlu, Beijing, 100049, China
| | - Xiaomei Chen
- CAS Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture, Wuhan Botanical Garden, The Innovative Academy of Seed Design of Chinese Academy of Sciences, Wuhan, 430074, China
- University of Chinese Academy of Sciences, 19A Yuquanlu, Beijing, 100049, China
| | - Juanli Sun
- CAS Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture, Wuhan Botanical Garden, The Innovative Academy of Seed Design of Chinese Academy of Sciences, Wuhan, 430074, China
- University of Chinese Academy of Sciences, 19A Yuquanlu, Beijing, 100049, China
| | - Yun Zhao
- CAS Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture, Wuhan Botanical Garden, The Innovative Academy of Seed Design of Chinese Academy of Sciences, Wuhan, 430074, China
- Hubei Hongshan Laboratory, Wuhan, 430070, China
| | - Jinyun Zhang
- Key Laboratory of Horticultural Crop Germplasm Innovation and Utilization (Co-construction by Ministry and Province), Key Laboratory of Horticultural Crop Genetic Improvement and Eco-Physiology of Anhui Province, Institute of Horticulture, Anhui Academy of Agricultural Sciences, Hefei, 230031, China
| | - Jia-Long Yao
- The New Zealand Institute for Plant and Food Research Limited, Private Bag 92169, Auckland, 1142, New Zealand
| | - Liao Liao
- CAS Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture, Wuhan Botanical Garden, The Innovative Academy of Seed Design of Chinese Academy of Sciences, Wuhan, 430074, China
- Hubei Hongshan Laboratory, Wuhan, 430070, China
| | - Hui Zhou
- Key Laboratory of Horticultural Crop Germplasm Innovation and Utilization (Co-construction by Ministry and Province), Key Laboratory of Horticultural Crop Genetic Improvement and Eco-Physiology of Anhui Province, Institute of Horticulture, Anhui Academy of Agricultural Sciences, Hefei, 230031, China
| | - Yuepeng Han
- CAS Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture, Wuhan Botanical Garden, The Innovative Academy of Seed Design of Chinese Academy of Sciences, Wuhan, 430074, China
- Hubei Hongshan Laboratory, Wuhan, 430070, China
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