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Silva KGFD, Rozatto PVDM, Sousa KDOE, Hudson LD, Meyer AWS, Silva AF, Mendes IT, Borges AR, Morais LE, Maciel LMDS, Villela SM, Pedrini H, Vieira MB. Bean leaf image dataset annotated with leaf dimensions, segmentation masks, and camera calibration. Data Brief 2025; 59:111328. [PMID: 39959655 PMCID: PMC11830349 DOI: 10.1016/j.dib.2025.111328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2024] [Revised: 01/06/2025] [Accepted: 01/20/2025] [Indexed: 02/18/2025] Open
Abstract
Leaf dimensioning is relevant for analyzing plant responses to several conditions such as soil fertility, availability of light, agricultural pesticide effect, and access to water in the soil or periods of drought. In this paper, we present a dataset composed of 6981 images of 612 common bean leaves (Phaseolus vulgaris). We captured the images of each leaf accompanied by a fiducial marker and annotated the known leaf dimensions (area, perimeter, length, and width). We provide annotations concerning image segmentation, known area uniformly distributed over the leaf region, real area of the marker region, marker pose, capture conditions, and camera calibration. This dataset can be useful for developing deep learning algorithms for leaf dimensioning and related problems. Therefore, there is a potential to contribute to computer vision and plant physiology researchers and specialists.
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Affiliation(s)
- Karla Gabriele Florentino da Silva
- Department of Computer Science, Federal University of Juiz de Fora, Juiz de Fora, MG, 36036-900, Brazil
- Institute of Computing, University of Campinas, Campinas, SP, 13083-852, Brazil
| | | | - Kaio de Oliveira e Sousa
- Department of Computer Science, Federal University of Juiz de Fora, Juiz de Fora, MG, 36036-900, Brazil
| | - Lucas Dias Hudson
- Department of Computer Science, Federal University of Juiz de Fora, Juiz de Fora, MG, 36036-900, Brazil
| | - Artur Welerson Sott Meyer
- Department of Computer Science, Federal University of Juiz de Fora, Juiz de Fora, MG, 36036-900, Brazil
| | - Alemilson Fabiano Silva
- Department of Computer Science, Federal University of Juiz de Fora, Juiz de Fora, MG, 36036-900, Brazil
| | - Igor Tibiriçá Mendes
- Department of Computer Science, Federal University of Juiz de Fora, Juiz de Fora, MG, 36036-900, Brazil
| | - Alex Rodrigues Borges
- Department of Natural Sciences, Federal Institute of Education, Science and Technology of Minas Gerais, Ouro Branco, MG, 36494-018, Brazil
| | - Leandro Elias Morais
- Department of Natural Sciences, Federal Institute of Education, Science and Technology of Minas Gerais, Ouro Branco, MG, 36494-018, Brazil
| | | | - Saulo Moraes Villela
- Department of Computer Science, Federal University of Juiz de Fora, Juiz de Fora, MG, 36036-900, Brazil
| | - Helio Pedrini
- Institute of Computing, University of Campinas, Campinas, SP, 13083-852, Brazil
| | - Marcelo Bernardes Vieira
- Department of Computer Science, Federal University of Juiz de Fora, Juiz de Fora, MG, 36036-900, Brazil
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Scarpin D, Este G, D'Este F, Boscutti F, Milani A, Panozzo S, Varotto S, Vuerich M, Petrussa E, Braidot E. Innovative multi-scale approach to study the phenotypic variation of seedling leaves in four weedy Amaranthus species. PLANT BIOLOGY (STUTTGART, GERMANY) 2025; 27:310-322. [PMID: 39660631 PMCID: PMC11846635 DOI: 10.1111/plb.13752] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Accepted: 11/13/2024] [Indexed: 12/12/2024]
Abstract
Plant phenotyping on morpho-anatomical traits through image analysis, from microscope images to large-scale acquisitions through remote sensing, represents a low-invasive tool providing insight into physiological and structural trait variation, as well as plant-environment interactions. High phenotype diversity in the genus Amaranthus includes annual weed species with high invasiveness and impact on important summer crops, and nutritive grain or vegetable crops. Identification of morpho-anatomical leaf characters at very young stages across weedy amaranths could be useful for better understanding their performance in agroecosystems. We used an innovative multi-scale approach with phenotype analyses of about 20 single-leaf morphometric traits of four Amaranthus species through processing confocal microscopy and camera acquisitions. The results highlight that determination of leaf traits at different investigation levels highlight species-specific traits at a juvenile stage, which are crucial for plant development, competition and establishment. Specifically, leaf circularity and hairiness Aspect Ratio better discriminated A. tuberculatus from other species. Also, leaf DW, hairiness area and perimeter variables allowed identification of dioecious amaranth species as distinct from monoecious species. The methodology used here provides a promising, reliable and low-impact approach for the functional characterization of phylogenetically related species and for statistical quantification of traits involved in taxonomy and biodiversity studies.
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Affiliation(s)
- D. Scarpin
- Department of Agriculture, Food, Environment and Animal Sciences (DI4A)University of UdineUdineItaly
| | - G. Este
- Department of Agriculture, Food, Environment and Animal Sciences (DI4A)University of UdineUdineItaly
| | - F. D'Este
- Department of MedicineUniversity of UdineUdineItaly
| | - F. Boscutti
- Department of Agriculture, Food, Environment and Animal Sciences (DI4A)University of UdineUdineItaly
- NBFC, National Biodiversity Future CenterPalermoItaly
| | - A. Milani
- Institute for Sustainable Plant Protection (IPSP)—National Research Council (CNR)Viale dell'Università 16LegnaroItaly
| | - S. Panozzo
- Institute for Sustainable Plant Protection (IPSP)—National Research Council (CNR)Viale dell'Università 16LegnaroItaly
| | - S. Varotto
- Department of Agronomy Animal Food Natural Resources and Environment (DAFNAE)University of Padova, Viale dell'Università 16LegnaroItaly
| | - M. Vuerich
- Department of Agriculture, Food, Environment and Animal Sciences (DI4A)University of UdineUdineItaly
- NBFC, National Biodiversity Future CenterPalermoItaly
| | - E. Petrussa
- Department of Agriculture, Food, Environment and Animal Sciences (DI4A)University of UdineUdineItaly
| | - E. Braidot
- Department of Agriculture, Food, Environment and Animal Sciences (DI4A)University of UdineUdineItaly
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Wang X, Wang Y, Zheng Z, Cui Y. GPA1 is a determinant of leaf width and fruit size in tomato. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2025; 352:112336. [PMID: 39622387 DOI: 10.1016/j.plantsci.2024.112336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Revised: 11/06/2024] [Accepted: 11/23/2024] [Indexed: 12/08/2024]
Abstract
The identification and dissection of the genetic foundations underlying natural variations in crop species are critical for understanding their phenotypic diversity and for subsequent application in selective breeding. In this research, we identify a natural polymorphism in the promoter region of the G protein α subunit 1 (GPA1) gene, which is associated with the width of the tomato leaves. This may be an evolutionary consequence resulting from the domestication processes aimed at increasing fruit size. A functional disruption of the GPA1 gene resulted in a significant reduction in both the leaf size and the fruit mass in tomatoes compared to the wild type. Further exploration revealed that the intrinsic variation present in the GPA1 promoter region is responsible for the differential expression of the GPA1 gene. Distinct GPA1 haplotypes show a significant correlation with geographic distribution, suggesting that the polymorphisms within the GPA1 locus confer adaptive advantages for modulating leaf morphology in tomatoes, reflecting evolutionary responses to regional environmental pressures. Consequently, our findings provide new insights into the genetic diversity underlying leaf morphology and offer a valuable genetic resource for the selective breeding of cultivated tomato varieties.
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Affiliation(s)
- Xiang Wang
- The State Key Laboratory of Subtropical Silviculture, Collaborative Innovation Center for Efficient and Green Production of Agriculture in Mountainous Areas of Zhejiang Province, Key Laboratory of Quality and Safety Control for Subtropical Fruit and Vegetable, Ministry of Agriculture and Rural Affairs, College of Horticulture Science, Zhejiang A&F University, Hangzhou, Zhejiang 311300, China.
| | - Youwei Wang
- The State Key Laboratory of Subtropical Silviculture, Collaborative Innovation Center for Efficient and Green Production of Agriculture in Mountainous Areas of Zhejiang Province, Key Laboratory of Quality and Safety Control for Subtropical Fruit and Vegetable, Ministry of Agriculture and Rural Affairs, College of Horticulture Science, Zhejiang A&F University, Hangzhou, Zhejiang 311300, China
| | - Ziyi Zheng
- The State Key Laboratory of Subtropical Silviculture, Collaborative Innovation Center for Efficient and Green Production of Agriculture in Mountainous Areas of Zhejiang Province, Key Laboratory of Quality and Safety Control for Subtropical Fruit and Vegetable, Ministry of Agriculture and Rural Affairs, College of Horticulture Science, Zhejiang A&F University, Hangzhou, Zhejiang 311300, China
| | - Yongmei Cui
- Academy of Agricultural and Forestry Sciences, Qinghai University, Laboratory for Research and Utilization of Qinghai Tibet Plateau Germplasm Resources, Xining 810016, China
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Siqueira JA, Martins AO, Wakin T, Silva MF, Batista-Silva W, Brito FAL, Zsögön A, Fernie AR, Nunes-Nesi A, Araújo WL. The Modulation of Growth and Metabolism in Solanum lycopersicum Contrast With the Leaf-Specific Regulation of Wild Tomato Species. PLANT, CELL & ENVIRONMENT 2025; 48:1201-1214. [PMID: 39420666 DOI: 10.1111/pce.15214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 09/19/2024] [Accepted: 10/02/2024] [Indexed: 10/19/2024]
Abstract
Plant organs harbour diverse components that connect their physiology to the whole organism. The turnover of metabolites may be higher in some organs than in others, triggering differential growth patterns throughout the organism. We revealed that Solanum lycopersicum exhibits more coordinated growth and physiology across the entire plant compared to wild tomato species. Specifically, young leaves of S. lycopersicum develop more slowly than mature leaves, whereas wild species do not exhibit this pattern. Wild tomato Solanum pennellii displays young leaves with higher photosynthetic rates than mature leaves. Consequently, sucrose metabolism in S. pennellii is quite similar between young and mature leaves, while expression patterns of circadian clock genes differ significantly between leaves of different ages. Additionally, we demonstrated that introducing alleles related to tomato domestication into the wild tomato Solanum pimpinellifolium promotes coordinated growth between young and mature leaves, resulting in similar patterns to those observed in S. lycopersicum. Collectively, S. lycopersicum appears to exhibit more coordinated regulation of growth and metabolism, and understanding this process is likely fundamental to explaining its elevated harvest index.
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Affiliation(s)
- João Antonio Siqueira
- National Institute of Science and Technology on Plant Physiology under Stress Conditions, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Brazil
| | - Auxiliadora O Martins
- National Institute of Science and Technology on Plant Physiology under Stress Conditions, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Brazil
| | - Thiago Wakin
- National Institute of Science and Technology on Plant Physiology under Stress Conditions, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Brazil
| | - Marcelle F Silva
- National Institute of Science and Technology on Plant Physiology under Stress Conditions, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Brazil
| | - Willian Batista-Silva
- National Institute of Science and Technology on Plant Physiology under Stress Conditions, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Brazil
| | - Fred A L Brito
- National Institute of Science and Technology on Plant Physiology under Stress Conditions, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Brazil
| | - Agustin Zsögön
- National Institute of Science and Technology on Plant Physiology under Stress Conditions, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Brazil
| | - Alisdair R Fernie
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Potsdam-Golm, Germany
| | - Adriano Nunes-Nesi
- National Institute of Science and Technology on Plant Physiology under Stress Conditions, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Brazil
| | - Wagner L Araújo
- National Institute of Science and Technology on Plant Physiology under Stress Conditions, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Brazil
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Cheng F, Wang Y, Peng A, Li S, Chen J, Zheng X, Xiong J, Ding G, Zhang B, Zhai W, Song L, Wei W, Chen L. Identification of candidate genes for leaf size by QTL mapping and transcriptome sequencing in Brassica napus L. BMC Genomics 2025; 26:39. [PMID: 39815180 PMCID: PMC11734557 DOI: 10.1186/s12864-025-11205-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Accepted: 01/02/2025] [Indexed: 01/18/2025] Open
Abstract
Leaf is the main photosynthetic organ at the seedling stage of rapeseed and leaf size is a crucial agronomic trait affecting rapeseed yield. Understanding the genetic mechanisms underlying leaf size is therefore important for rapeseed breeding. In this study, QTL mapping for three traits related to leaf size, i.e., leaf width (LW), leaf length (LL) and leaf area (LA), was performed using a recombinant inbred line (RIL) population and four QTLs for LW, two QTLs for LL and four QTLs for LA were detected. Transcriptome analysis revealed that differentially expressed genes (DEGs) were enriched in the GO terms related to microtubules, and the expression level of several genes involved in cell division also showed significant differences. Microscopic analysis suggested that the cell number was the main factor regulating leaf size. Combining QTL mapping and RNA sequencing, four promising candidate genes, including BnaA10G0085600ZS, BnaA10G0156900ZS, BnaC03G0441700ZS, and BnaC08G0410600ZS, were proposed to control leaf size by regulating cell division. The results of QTL, transcriptome analysis, and anatomical observation were highly consistent, collectively revealing that genes related to cell division played a crucial role in regulating the leaf size traits in rapeseed. These findings provided further insights into the genetic mechanism of leaf size and built fundamental theory basis for high-density tolerance breeding in rapeseed.
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Affiliation(s)
- Fengjie Cheng
- College of Agriculture, Yangtze University, Jingzhou, 434000, China
| | - Yuwen Wang
- Crop Institute, Jiangxi Academy of Agricultural Sciences, Nanchang, 330200, China
| | - Aoyi Peng
- College of Agriculture, Yangtze University, Jingzhou, 434000, China
| | - Shuyu Li
- Crop Institute, Jiangxi Academy of Agricultural Sciences, Nanchang, 330200, China
| | - Jun Chen
- East China University of Technology, Fuzhou, 344000, China
| | - Xiaoxiao Zheng
- Crop Institute, Jiangxi Academy of Agricultural Sciences, Nanchang, 330200, China
| | - Jie Xiong
- Crop Institute, Jiangxi Academy of Agricultural Sciences, Nanchang, 330200, China
| | - Ge Ding
- Crop Institute, Jiangxi Academy of Agricultural Sciences, Nanchang, 330200, China
| | - Bingchao Zhang
- Crop Institute, Jiangxi Academy of Agricultural Sciences, Nanchang, 330200, China
| | - Wen Zhai
- East China University of Technology, Fuzhou, 344000, China
| | - Laiqiang Song
- Crop Institute, Jiangxi Academy of Agricultural Sciences, Nanchang, 330200, China
| | - Wenliang Wei
- College of Agriculture, Yangtze University, Jingzhou, 434000, China.
| | - Lunlin Chen
- Crop Institute, Jiangxi Academy of Agricultural Sciences, Nanchang, 330200, China.
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6
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Zhu C, Yu H, Lu T, Li Y, Jiang W, Li Q. Deep learning-based association analysis of root image data and cucumber yield. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2024; 118:696-716. [PMID: 38193347 DOI: 10.1111/tpj.16627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Revised: 11/30/2023] [Accepted: 12/27/2023] [Indexed: 01/10/2024]
Abstract
The root system is important for the absorption of water and nutrients by plants. Cultivating and selecting a root system architecture (RSA) with good adaptability and ultrahigh productivity have become the primary goals of agricultural improvement. Exploring the correlation between the RSA and crop yield is important for cultivating crop varieties with high-stress resistance and productivity. In this study, 277 cucumber varieties were collected for root system image analysis and yield using germination plates and greenhouse cultivation. Deep learning tools were used to train ResNet50 and U-Net models for image classification and segmentation of seedlings and to perform quality inspection and productivity prediction of cucumber seedling root system images. The results showed that U-Net can automatically extract cucumber root systems with high quality (F1_score ≥ 0.95), and the trained ResNet50 can predict cucumber yield grade through seedling root system image, with the highest F1_score reaching 0.86 using 10-day-old seedlings. The root angle had the strongest correlation with yield, and the shallow- and steep-angle frequencies had significant positive and negative correlations with yield, respectively. RSA and nutrient absorption jointly affected the production capacity of cucumber plants. The germination plate planting method and automated root system segmentation model used in this study are convenient for high-throughput phenotypic (HTP) research on root systems. Moreover, using seedling root system images to predict yield grade provides a new method for rapidly breeding high-yield RSA in crops such as cucumbers.
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Affiliation(s)
- Cuifang Zhu
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Hongjun Yu
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Tao Lu
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Yang Li
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Weijie Jiang
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
- College of Horticulture, Xinjiang Agricultural University, Urumqi, 830052, China
| | - Qiang Li
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
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Kisepa MM, Zharare EG, Zimudzi C, Akweni AL. Morphological diversity and fruit production of wild Salacia kraussii ( Celastraceae) on the Northern Coast of KwaZulu-Natal, South Africa. Heliyon 2024; 10:e25332. [PMID: 38404900 PMCID: PMC10884428 DOI: 10.1016/j.heliyon.2024.e25332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2022] [Revised: 01/11/2024] [Accepted: 01/24/2024] [Indexed: 02/27/2024] Open
Abstract
This study aimed to assess morphological diversity within Salacia kraussii, a fruit and medicinal wild plant species, based on morphological features and compared the fruit production among morphological types (morphotype) that naturally occur on the northern coast of KwaZulu-Natal. Following one species plant survey, a description of the qualitative morphological features revealed that S. kraussii individuals mainly differed in their leaf shapes, having elliptic, oblong, or obovate leaves. That led us to the identification of three morphotypes, namely Salacia kraussii 'elliptic', Salacia kraussii 'oblong' and Salacia kraussii 'obovate'. The analysis of variance (one-way ANOVA) of plant quantitative features indicated that plant height, stem diameter, branch number, leaf number and area, and fruit number were significantly different between plants from different sites (p-values < 0.05) and morphotypes (p-values < 0.01). Generally, S. kraussii grows in KwaZulu-Natal as a suffrutex with many stems and exhibits short plant height, small stem diameter, branches, and little foliage per stem. The average fruit number recorded per plant stem was likewise few. Plants growing in Sikhalasenkosi (site1) dominated in average plant height (35.58 cm), leaf number (45), number of branches (4), and number of fruits (5). Plants with elliptic leaves constantly dominated in average plant height (34.45 cm), foliage (36 leaves of 16.29 cm2 each), number of branches (4), and number of fruits (5). A few plants exhibited a strong vegetative vigor and produced more than 20 fruits. There was a highly positive correlation (CC = 0.8) between plant height and leaf number, branch number and leaf number, and branch number and fruit number. However, a negative correlation (CC = -0.1) was recorded between the leaf area and stem diameter. Overall, the study showed wide morphological diversity and fruit production within and between populations of S. kraussii, on the northern coast of KwaZulu-Natal.
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Affiliation(s)
- Merveille Mukaya Kisepa
- Department of Agriculture, Faculty of Sciences, Agriculture and Engineering, University of Zululand, South Africa
- Faculté des Sciences Agronomiques, Université de Kikwit, Democratic Republic of the Congo
| | - Elijah Godfrey Zharare
- Department of Agriculture, Faculty of Sciences, Agriculture and Engineering, University of Zululand, South Africa
| | | | - Arindo Lukawu Akweni
- Department of Agriculture, Faculty of Sciences, Agriculture and Engineering, University of Zululand, South Africa
- Faculté des Sciences Agronomiques, Université de Kikwit, Democratic Republic of the Congo
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8
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Gupta P, Dholaniya PS, Princy K, Madhavan AS, Sreelakshmi Y, Sharma R. Augmenting tomato functional genomics with a genome-wide induced genetic variation resource. FRONTIERS IN PLANT SCIENCE 2024; 14:1290937. [PMID: 38328621 PMCID: PMC10848261 DOI: 10.3389/fpls.2023.1290937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 12/22/2023] [Indexed: 02/09/2024]
Abstract
Induced mutations accelerate crop improvement by providing novel disease resistance and yield alleles. However, the alleles with no perceptible phenotype but have an altered function remain hidden in mutagenized plants. The whole-genome sequencing (WGS) of mutagenized individuals uncovers the complete spectrum of mutations in the genome. Genome-wide induced mutation resources can improve the targeted breeding of tomatoes and facilitate functional genomics. In this study, we sequenced 132 doubly ethyl methanesulfonate (EMS)-mutagenized lines of tomato and detected approximately 41 million novel mutations and 5.5 million short InDels not present in the parental cultivar. Approximately 97% of the genome had mutations, including the genes, promoters, UTRs, and introns. More than one-third of genes in the mutagenized population had one or more deleterious mutations predicted by Sorting Intolerant From Tolerant (SIFT). Nearly one-fourth of deleterious genes mapped on tomato metabolic pathways modulate multiple pathway steps. In addition to the reported GC>AT transition bias for EMS, our population also had a substantial number of AT>GC transitions. Comparing mutation frequency among synonymous codons revealed that the most preferred codon is the least mutagenic toward EMS. The validation of a potato leaf-like mutation, reduction in carotenoids in ζ-carotene isomerase mutant fruits, and chloroplast relocation loss in phototropin1 mutant validated the mutation discovery pipeline. Our database makes a large repertoire of mutations accessible to functional genomics studies and breeding of tomatoes.
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Affiliation(s)
- Prateek Gupta
- Repository of Tomato Genomics Resources, Department of Plant Sciences, University of Hyderabad, Hyderabad, India
- Department of Biological Sciences, SRM University-AP, Amaravati, Andhra Pradesh, India
| | - Pankaj Singh Dholaniya
- Department of Biotechnology and Bioinformatics, University of Hyderabad, Hyderabad, India
| | - Kunnappady Princy
- Repository of Tomato Genomics Resources, Department of Plant Sciences, University of Hyderabad, Hyderabad, India
| | - Athira Sethu Madhavan
- Repository of Tomato Genomics Resources, Department of Plant Sciences, University of Hyderabad, Hyderabad, India
| | - Yellamaraju Sreelakshmi
- Repository of Tomato Genomics Resources, Department of Plant Sciences, University of Hyderabad, Hyderabad, India
| | - Rameshwar Sharma
- Repository of Tomato Genomics Resources, Department of Plant Sciences, University of Hyderabad, Hyderabad, India
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Lawrence-Paul EH, Poethig RS, Lasky JR. Vegetative phase change causes age-dependent changes in phenotypic plasticity. THE NEW PHYTOLOGIST 2023; 240:613-625. [PMID: 37571856 PMCID: PMC10551844 DOI: 10.1111/nph.19174] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 07/05/2023] [Indexed: 08/13/2023]
Abstract
Phenotypic plasticity allows organisms to optimize traits for their environment. As organisms age, they experience diverse environments that benefit from varying degrees of phenotypic plasticity. Developmental transitions can control these age-dependent changes in plasticity, and as such, the timing of these transitions can determine when plasticity changes in an organism. Here, we investigate how the transition from juvenile-to adult-vegetative development known as vegetative phase change (VPC) contributes to age-dependent changes in phenotypic plasticity and how the timing of this transition responds to environment using both natural accessions and mutant lines in the model plant Arabidopsis thaliana. We found that the adult phase of vegetative development has greater plasticity in leaf morphology than the juvenile phase and confirmed that this difference in plasticity is caused by VPC using mutant lines. Furthermore, we found that the timing of VPC, and therefore the time when increased plasticity is acquired, varies significantly across genotypes and environments. The consistent age-dependent changes in plasticity caused by VPC suggest that VPC may be adaptive. This genetic and environmental variation in the timing of VPC indicates the potential for population-level adaptive evolution of VPC.
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Affiliation(s)
- Erica H. Lawrence-Paul
- Pennsylvania State University, Department of Biology, University Park, PA 16802
- University of Pennsylvania, Department of Biology, Philadelphia, PA 19104
| | - R. Scott Poethig
- University of Pennsylvania, Department of Biology, Philadelphia, PA 19104
| | - Jesse R. Lasky
- Pennsylvania State University, Department of Biology, University Park, PA 16802
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10
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Li P, Wu Y, Han X, Li H, Wang L, Chen B, Yu S, Wang Z. BrrA02.LMI1 Encodes a Homeobox Protein That Affects Leaf Margin Development in Brassica rapa. Int J Mol Sci 2023; 24:14205. [PMID: 37762508 PMCID: PMC10532282 DOI: 10.3390/ijms241814205] [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: 09/01/2023] [Revised: 09/14/2023] [Accepted: 09/14/2023] [Indexed: 09/29/2023] Open
Abstract
Leaf margin morphology is an important quality trait affecting the commodity and environmental adaptability of crops. Brassica rapa is an ideal research material for exploring the molecular mechanisms underlying leaf lobe development. Here, we identified BrrA02.LMI1 to be a promising gene underlying the QTL qBrrLLA02 controlling leaf lobe formation in B. rapa, which was detected in our previous study. Sequence comparison analysis showed that the promoter divergences were the most obvious variations of BrrA02.LMI1 between parental lines. The higher expression level and promoter activity of BrrA02.LMI1 in the lobe-leafed parent indicated that promoter variations of BrrA02.LMI1 were responsible for elevating expression and ultimately causing different allele effects. Histochemical GUS staining indicated that BrrA02.LMI1 is mainly expressed at the leaf margin, with the highest expression at the tip of each lobe. Subcellular localization results showed that BrrA02.LMI1 was in the nucleus. The ectopic expression of BrrA02.LMI1 in A. thaliana resulted in a deep leaf lobe in the wild-type plants, and lobed leaf formation was disturbed in BrrA02.LMI11-downregulated plants. Our findings revealed that BrrA02.LMI1 plays a vital role in regulating the formation of lobed leaves, providing a theoretical basis for the selection and breeding of leaf-shape-diverse varieties of B. rapa.
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Affiliation(s)
- Pan Li
- State Key Laboratory of Vegetable Biobreeding, Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Science, Beijing 100097, China; (P.L.); (Y.W.); (X.H.); (H.L.); (L.W.); (B.C.); (S.Y.)
- National Engineering Research Center for Vegetables, Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Science, Beijing 100097, China
- Beijing Key Laboratory of Vegetable Germplasms Improvement, Beijing 100097, China
- Key Laboratory of Biology and Genetics Improvement of Horticultural Crops (North China), Beijing 100097, China
| | - Yudi Wu
- State Key Laboratory of Vegetable Biobreeding, Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Science, Beijing 100097, China; (P.L.); (Y.W.); (X.H.); (H.L.); (L.W.); (B.C.); (S.Y.)
- National Engineering Research Center for Vegetables, Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Science, Beijing 100097, China
- Beijing Key Laboratory of Vegetable Germplasms Improvement, Beijing 100097, China
- Key Laboratory of Biology and Genetics Improvement of Horticultural Crops (North China), Beijing 100097, China
| | - Xiangyang Han
- State Key Laboratory of Vegetable Biobreeding, Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Science, Beijing 100097, China; (P.L.); (Y.W.); (X.H.); (H.L.); (L.W.); (B.C.); (S.Y.)
- National Engineering Research Center for Vegetables, Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Science, Beijing 100097, China
- Beijing Key Laboratory of Vegetable Germplasms Improvement, Beijing 100097, China
- Key Laboratory of Biology and Genetics Improvement of Horticultural Crops (North China), Beijing 100097, China
| | - Hui Li
- State Key Laboratory of Vegetable Biobreeding, Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Science, Beijing 100097, China; (P.L.); (Y.W.); (X.H.); (H.L.); (L.W.); (B.C.); (S.Y.)
- National Engineering Research Center for Vegetables, Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Science, Beijing 100097, China
- Beijing Key Laboratory of Vegetable Germplasms Improvement, Beijing 100097, China
- Key Laboratory of Biology and Genetics Improvement of Horticultural Crops (North China), Beijing 100097, China
| | - Limin Wang
- State Key Laboratory of Vegetable Biobreeding, Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Science, Beijing 100097, China; (P.L.); (Y.W.); (X.H.); (H.L.); (L.W.); (B.C.); (S.Y.)
- National Engineering Research Center for Vegetables, Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Science, Beijing 100097, China
- Beijing Key Laboratory of Vegetable Germplasms Improvement, Beijing 100097, China
- Key Laboratory of Biology and Genetics Improvement of Horticultural Crops (North China), Beijing 100097, China
| | - Bin Chen
- State Key Laboratory of Vegetable Biobreeding, Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Science, Beijing 100097, China; (P.L.); (Y.W.); (X.H.); (H.L.); (L.W.); (B.C.); (S.Y.)
- National Engineering Research Center for Vegetables, Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Science, Beijing 100097, China
- Beijing Key Laboratory of Vegetable Germplasms Improvement, Beijing 100097, China
- Key Laboratory of Biology and Genetics Improvement of Horticultural Crops (North China), Beijing 100097, China
| | - Shuancang Yu
- State Key Laboratory of Vegetable Biobreeding, Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Science, Beijing 100097, China; (P.L.); (Y.W.); (X.H.); (H.L.); (L.W.); (B.C.); (S.Y.)
- National Engineering Research Center for Vegetables, Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Science, Beijing 100097, China
- Beijing Key Laboratory of Vegetable Germplasms Improvement, Beijing 100097, China
- Key Laboratory of Biology and Genetics Improvement of Horticultural Crops (North China), Beijing 100097, China
| | - Zheng Wang
- State Key Laboratory of Vegetable Biobreeding, Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Science, Beijing 100097, China; (P.L.); (Y.W.); (X.H.); (H.L.); (L.W.); (B.C.); (S.Y.)
- National Engineering Research Center for Vegetables, Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Science, Beijing 100097, China
- Beijing Key Laboratory of Vegetable Germplasms Improvement, Beijing 100097, China
- Key Laboratory of Biology and Genetics Improvement of Horticultural Crops (North China), Beijing 100097, China
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11
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Liu P, Bu C, Chen P, El-Kassaby YA, Zhang D, Song Y. Enhanced genome-wide association reveals the role of YABBY11-NGATHA-LIKE1 in leaf serration development of Populus. PLANT PHYSIOLOGY 2023; 191:1702-1718. [PMID: 36535002 PMCID: PMC10022644 DOI: 10.1093/plphys/kiac585] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Accepted: 11/17/2022] [Indexed: 06/17/2023]
Abstract
Leaf margins are complex plant morphological features that contribute to leaf shape diversity, which affects plant structure, yield, and adaptation. Although several leaf margin regulators have been identified to date, the genetic basis of their natural variation has not been fully elucidated. In this study, we profiled two distinct leaf morphology types (serrated and smooth) using the persistent homology mathematical framework (PHMF) in two poplar species (Populus tomentosa and Populus simonii, respectively). A combined genome-wide association study (GWAS) and expression quantitative trait nucleotide (eQTN) mapping were applied to create a leaf morphology control module using data from P. tomentosa and P. simonii populations. Natural variation in leaf margins was associated with YABBY11 (YAB11) transcript abundance in poplar. In P. tomentosa, PtoYAB11 carries a premature stop codon (PtoYAB11PSC), resulting in the loss of its positive regulation of NGATHA-LIKE1 (PtoNGAL-1) and RIBULOSE BISPHOSPHATE CARBOXYLASE LARGE SUBUNIT (PtoRBCL). Overexpression of PtoYAB11PSC promoted serrated leaf margins, enlarged leaves, enhanced photosynthesis, and increased biomass. Overexpression of PsiYAB11 in P. tomentosa promoted smooth leaf margins, higher stomatal density, and greater light damage repair ability. In poplar, YAB11-NGAL1 is sensitive to environmental conditions, acts as a positive regulator of leaf margin serration, and may also link environmental signaling to leaf morphological plasticity.
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Affiliation(s)
- Peng Liu
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing 100083, P.R. China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing 100083, P.R. China
| | - Chenhao Bu
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing 100083, P.R. China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing 100083, P.R. China
| | - Panfei Chen
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing 100083, P.R. China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing 100083, P.R. China
| | - Yousry A El-Kassaby
- Department of Forest and Conservation Sciences, Faculty of Forestry, The University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Deqiang Zhang
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing 100083, P.R. China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing 100083, P.R. China
| | - Yuepeng Song
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing 100083, P.R. China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing 100083, P.R. China
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12
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Nakayama H, Ichihashi Y, Kimura S. Diversity of tomato leaf form provides novel insights into breeding. BREEDING SCIENCE 2023; 73:76-85. [PMID: 37168814 PMCID: PMC10165341 DOI: 10.1270/jsbbs.22061] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 08/29/2022] [Indexed: 05/13/2023]
Abstract
Tomato (Solanum lycopersicum L.) is cultivated widely globally. The crop exhibits tremendous morphological variations because of its long breeding history. Apart from the commercial tomato varieties, wild species and heirlooms are grown in certain regions of the world. Since the fruit constitutes the edible part, much of the agronomical research is focused on it. However, recent studies have indicated that leaf morphology influences fruit quality. As leaves are specialized photosynthetic organs and the vascular systems transport the photosynthetic products to sink organs, the architectural characteristics of the leaves have a strong influence on the final fruit quality. Therefore, comprehensive research focusing on both the fruit and leaf morphology is required for further tomato breeding. This review summarizes an overview of knowledge of the basic tomato leaf development, morphological diversification, and molecular mechanisms behind them and emphasizes its importance in breeding. Finally, we discuss how these findings and knowledge can be applied to future tomato breeding.
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Affiliation(s)
- Hokuto Nakayama
- Graduate School of Science, Department of Biological Sciences, The University of Tokyo, Science Build. #2, 7-3-1 Hongo, Bunkyo-Ku, Tokyo 113-0033, Japan
- Department of Plant Biology, University of California Davis, One Shields Avenue, Davis, CA 95616, U.S.A.
- Corresponding author (e-mail: )
| | | | - Seisuke Kimura
- Faculty of Life Sciences, Kyoto Sangyo University, Kamigamo-motoyama, Kita-Ku, Kyoto 603-8555, Japan
- Center for Plant Sciences, Kyoto Sangyo University, Kamigamo-motoyama, Kita-Ku, Kyoto 603-8555, Japan
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13
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Egea I, Estrada Y, Faura C, Egea-Fernández JM, Bolarin MC, Flores FB. Salt-tolerant alternative crops as sources of quality food to mitigate the negative impact of salinity on agricultural production. FRONTIERS IN PLANT SCIENCE 2023; 14:1092885. [PMID: 36818835 PMCID: PMC9935836 DOI: 10.3389/fpls.2023.1092885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 01/23/2023] [Indexed: 06/18/2023]
Abstract
An increase of abiotic stress tolerance and nutritive value of foods is currently a priority because of climate change and rising world population. Among abiotic stresses, salt stress is one of the main problems in agriculture. Mounting urbanization and industrialization, and increasing global food demand, are pressing farmers to make use of marginal lands affected by salinity and low-quality saline water. In that situation, one of the most promising approaches is searching for new sources of genetic variation like salt-tolerant alternative crops or underexploited crops. They are generally less efficient than cultivated crops in optimal conditions due to lower yield but represent an alternative in stressful growth conditions. In this review, we summarize the advances achieved in research on underexploited species differing in their genetic nature. First, we highlight advances in research on salt tolerance of traditional varieties of tomato or landraces; varieties selected and developed by smallholder farmers for adaptation to their local environments showing specific attractive fruit quality traits. We remark advances attained in screening a collection of tomato traditional varieties gathered in Spanish Southeast, a very productive region which environment is extremely stressing. Second, we explore the opportunities of exploiting the natural variation of halophytes, in particular quinoa and amaranth. The adaptation of both species in stressful growth conditions is becoming an increasingly important issue, especially for their cultivation in arid and semiarid areas prone to be affected by salinity. Here we present a project developed in Spanish Southeast, where quinoa and amaranth varieties are being adapted for their culture under abiotic stress targeting high quality grain.
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Affiliation(s)
- Isabel Egea
- Department Of Stress Biology and Plant Pathology, Centro de Edafologia y Biologia Aplicada del Segura (CEBAS-CSIC), Universidad de Murcia, Murcia, Spain
| | - Yanira Estrada
- Department Of Stress Biology and Plant Pathology, Centro de Edafologia y Biologia Aplicada del Segura (CEBAS-CSIC), Universidad de Murcia, Murcia, Spain
| | - Celia Faura
- Department Of Stress Biology and Plant Pathology, Centro de Edafologia y Biologia Aplicada del Segura (CEBAS-CSIC), Universidad de Murcia, Murcia, Spain
| | | | - Maria C. Bolarin
- Department Of Stress Biology and Plant Pathology, Centro de Edafologia y Biologia Aplicada del Segura (CEBAS-CSIC), Universidad de Murcia, Murcia, Spain
| | - Francisco B. Flores
- Department Of Stress Biology and Plant Pathology, Centro de Edafologia y Biologia Aplicada del Segura (CEBAS-CSIC), Universidad de Murcia, Murcia, Spain
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14
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Hao N, Cao J, Wang C, Zhu Y, Du Y, Wu T. Understanding the molecular mechanism of leaf morphogenesis in vegetable crops conduces to breeding process. FRONTIERS IN PLANT SCIENCE 2022; 13:971453. [PMID: 36570936 PMCID: PMC9773389 DOI: 10.3389/fpls.2022.971453] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Accepted: 11/17/2022] [Indexed: 06/17/2023]
Abstract
Leaf morphology can affect the development and yield of plants by regulating plant architecture and photosynthesis. Several factors can determine the final leaf morphology, including the leaf complexity, size, shape, and margin type, which suggests that leaf morphogenesis is a complex regulation network. The formation of diverse leaf morphology is precisely controlled by gene regulation on translation and transcription levels. To further reveal this, more and more genome data has been published for different kinds of vegetable crops and advanced genotyping approaches have also been applied to identify the causal genes for the target traits. Therefore, the studies on the molecular regulation of leaf morphogenesis in vegetable crops have also been largely improved. This review will summarize the progress on identified genes or regulatory mechanisms of leaf morphogenesis and development in vegetable crops. These identified markers can be applied for further molecular-assisted selection (MAS) in vegetable crops. Overall, the review will contribute to understanding the leaf morphology of different crops from the perspective of molecular regulation and shortening the breeding cycle for vegetable crops.
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Affiliation(s)
- Ning Hao
- College of Horticulture, Hunan Agricultural University, Changsha, China
- College of Horticulture and Landscape, Northeast Agricultural University, Harbin, China
| | - Jiajian Cao
- College of Horticulture, Hunan Agricultural University, Changsha, China
- Key Laboratory for Evaluation and Utilization of Gene Resources of Horticultural Crops, Ministry of Agriculture and Rural Affairs of China, Changsha, China
- Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, Changsha, China
| | - Chunhua Wang
- College of Horticulture, Hunan Agricultural University, Changsha, China
- Key Laboratory for Evaluation and Utilization of Gene Resources of Horticultural Crops, Ministry of Agriculture and Rural Affairs of China, Changsha, China
- Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, Changsha, China
| | - Yipeng Zhu
- Guiyang Productivity Promotion Center, Guiyang Science and Technology Bureau, Guiyang, China
| | - Yalin Du
- College of Horticulture, Hunan Agricultural University, Changsha, China
- Key Laboratory for Evaluation and Utilization of Gene Resources of Horticultural Crops, Ministry of Agriculture and Rural Affairs of China, Changsha, China
- Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, Changsha, China
| | - Tao Wu
- College of Horticulture, Hunan Agricultural University, Changsha, China
- Key Laboratory for Evaluation and Utilization of Gene Resources of Horticultural Crops, Ministry of Agriculture and Rural Affairs of China, Changsha, China
- Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, Changsha, China
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15
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Wang B, Li W, Xu K, Lei Y, Zhao D, Li X, Zhang J, Zhang Z. A splice site mutation in the FvePHP gene is associated with leaf development and flowering time in woodland strawberry. HORTICULTURE RESEARCH 2022; 10:uhac249. [PMID: 36643753 PMCID: PMC9832950 DOI: 10.1093/hr/uhac249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Accepted: 11/01/2022] [Indexed: 06/17/2023]
Abstract
Leaves and flowers are crucial for the growth and development of higher plants. In this study we identified a mutant with narrow leaflets and early flowering (nlef) in an ethyl methanesulfonate-mutagenized population of woodland strawberry (Fragaria vesca) and aimed to identify the candidate gene. Genetic analysis revealed that a single recessive gene, nlef, controlled the mutant phenotype. We found that FvH4_1g25470, which encodes a putative DNA polymerase α with a polymerase and histidinol phosphatase domain (PHP), might be the candidate gene, using bulked segregant analysis with whole-genome sequencing, molecular markers, and cloning analyses. A splice donor site mutation (C to T) at the 5' end of the second intron led to an erroneous splice event that reduced the expression level of the full-length transcript of FvePHP in mutant plants. FvePHP was localized in the nucleus and was highly expressed in leaves. Silencing of FvePHP using the virus-induced gene silencing method resulted in partial developmental defects in strawberry leaves. Overexpression of the FvePHP gene can largely restore the mutant phenotype. The expression levels of FveSEP1, FveSEP3, FveAP1, FveFUL, and FveFT were higher in the mutants than those in 'Yellow Wonder' plants, probably contributing to the early flowering phenotype in mutant plants. Our results indicate that mutation in FvePHP is associated with multiple developmental pathways. These results aid in understanding the role of DNA polymerase in strawberry development.
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Affiliation(s)
- Baotian Wang
- Liaoning Key Laboratory of Strawberry Breeding and Cultivation, College of Horticulture, Shenyang Agricultural University, Shenyang, 110866, China
- Laboratory of Protected Horticulture (Shenyang Agricultural University), Ministry of Education, Shenyang, People’s Republic of China
| | - Weijia Li
- Liaoning Key Laboratory of Strawberry Breeding and Cultivation, College of Horticulture, Shenyang Agricultural University, Shenyang, 110866, China
- Laboratory of Protected Horticulture (Shenyang Agricultural University), Ministry of Education, Shenyang, People’s Republic of China
- Institute of Carbon Materials Science, Shanxi Datong University, Datong, 037009, China
| | - Kexin Xu
- Liaoning Key Laboratory of Strawberry Breeding and Cultivation, College of Horticulture, Shenyang Agricultural University, Shenyang, 110866, China
- Laboratory of Protected Horticulture (Shenyang Agricultural University), Ministry of Education, Shenyang, People’s Republic of China
| | - Yingying Lei
- Liaoning Key Laboratory of Strawberry Breeding and Cultivation, College of Horticulture, Shenyang Agricultural University, Shenyang, 110866, China
- Laboratory of Protected Horticulture (Shenyang Agricultural University), Ministry of Education, Shenyang, People’s Republic of China
| | - Di Zhao
- Analytical and Testing Center, Shenyang Agricultural University, Shenyang, 110866, China
| | - Xue Li
- Liaoning Key Laboratory of Strawberry Breeding and Cultivation, College of Horticulture, Shenyang Agricultural University, Shenyang, 110866, China
- Laboratory of Protected Horticulture (Shenyang Agricultural University), Ministry of Education, Shenyang, People’s Republic of China
| | - Junxiang Zhang
- Correspondence: Zhihong Zhang, E-mail: ; Tel: +86 024 88487143; Fax: +86 024 88487143. Junxiang Zhang, E-mail: ; Tel: +86 024 88487143; Fax: +86 024 88487143
| | - Zhihong Zhang
- Correspondence: Zhihong Zhang, E-mail: ; Tel: +86 024 88487143; Fax: +86 024 88487143. Junxiang Zhang, E-mail: ; Tel: +86 024 88487143; Fax: +86 024 88487143
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16
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Wang M, Lavelle D, Yu C, Zhang W, Chen J, Wang X, Michelmore RW, Kuang H. The upregulated LsKN1 gene transforms pinnately to palmately lobed leaves through auxin, gibberellin, and leaf dorsiventrality pathways in lettuce. PLANT BIOTECHNOLOGY JOURNAL 2022; 20:1756-1769. [PMID: 35634731 PMCID: PMC9398307 DOI: 10.1111/pbi.13861] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Revised: 05/09/2022] [Accepted: 05/23/2022] [Indexed: 06/15/2023]
Abstract
Leaf shape represents a vital agronomic trait for leafy vegetables such as lettuce. Some lettuce cultivars produce lobed leaves, varying from pinnately to palmately lobed, but the genetic mechanisms remain unclear. In this study, we cloned one major quantitative trait locus (QTL) controlling palmately lobed leaves. The candidate gene, LsKN1, encodes a homeobox transcription factor, and has been shown previously to be critical for the development of leafy heads in lettuce. The LsKN1 allele that is upregulated by the insertion of a transposon promotes the development of palmately lobed leaves. We demonstrated that LsKN1 upregulated LsCUC2 and LsCUC3 through different mechanisms, and their upregulation was critical for the development of palmately lobed leaves. LsKN1 binds the promoter of LsPID to promote auxin biosynthesis, which positively contributes to the development of palmately lobed leaves. In contrast, LsKN1 suppresses GA biosynthesis to promote palmately lobed leaves. LsKN1 also binds to the promoter of LsAS1, a dorsiventrality gene, to downregulate its expression. Overexpression of the LsAS1 gene compromised the effects of the LsKN1 gene changing palmately to pinnately lobed leaves. Our study illustrated that the upregulated LsKN1 gene led to palmately lobed leaves in lettuce by integrating several downstream pathways, including auxin, gibberellin, and leaf dorsiventrality pathways.
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Affiliation(s)
- Menglu Wang
- Key Laboratory of Horticultural Plant Biology, Ministry of EducationCollege of Horticulture and Forestry SciencesHuazhong Agricultural UniversityWuhanChina
| | - Dean Lavelle
- Genome Center and Department of Plant SciencesUniversity of CaliforniaDavisCaliforniaUSA
| | - Changchun Yu
- Key Laboratory of Horticultural Plant Biology, Ministry of EducationCollege of Horticulture and Forestry SciencesHuazhong Agricultural UniversityWuhanChina
| | - Weiyi Zhang
- Key Laboratory of Horticultural Plant Biology, Ministry of EducationCollege of Horticulture and Forestry SciencesHuazhong Agricultural UniversityWuhanChina
| | - Jiongjiong Chen
- Key Laboratory of Horticultural Plant Biology, Ministry of EducationCollege of Horticulture and Forestry SciencesHuazhong Agricultural UniversityWuhanChina
| | - Xin Wang
- Key Laboratory of Horticultural Plant Biology, Ministry of EducationCollege of Horticulture and Forestry SciencesHuazhong Agricultural UniversityWuhanChina
| | - Richard W Michelmore
- Genome Center and Department of Plant SciencesUniversity of CaliforniaDavisCaliforniaUSA
| | - Hanhui Kuang
- Key Laboratory of Horticultural Plant Biology, Ministry of EducationCollege of Horticulture and Forestry SciencesHuazhong Agricultural UniversityWuhanChina
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17
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Integrated Analysis of Transcriptome and Metabolome Reveals New Insights into the Formation of Purple Leaf Veins and Leaf Edge Cracks in Brassica juncea. PLANTS 2022; 11:plants11172229. [PMID: 36079611 PMCID: PMC9460116 DOI: 10.3390/plants11172229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 08/18/2022] [Accepted: 08/24/2022] [Indexed: 11/17/2022]
Abstract
Purple leaf veins and leaf edge cracks comprise the typical leaf phenotype of Brassica juncea; however, the molecular mechanisms and metabolic pathways of the formation of purple leaf veins and leaf edge cracks remain unclear. In this study, transcriptome and metabolome analyses were conducted to explore the regulation pathway of purple leaf vein and leaf edge crack formation based on four mustard samples that showed different leaf colors and degrees of cracking. The results showed genes with higher expression in purple leaf veins were mainly enriched in the flavonoid biosynthesis pathway. Integrating related genes and metabolites showed that the highly expressed genes of ANS (BjuA004031, BjuB014115, BjuB044852, and BjuO009605) and the excessive accumulation of dihydrokaempferol and dihydroquercetin contributed to the purple leaf veins by activating the synthetic pathways of pelargonidin-based anthocyanins and delphinidin-based anthocyanins. Meanwhile, “alpha-farnesene synthase activity” and “glucan endo-1, 3-beta-D-glucosidase activity” related to the adversity were mainly enriched in the serrated and lobed leaves, indicating that the environmental pressure was the dominant factor controlling the change in leaf shape. Overall, these results provided new insights into the regulation pathways for formation of purple leaf veins and leaf edge cracks, which could better accelerate the theoretical research on purple leaf vein color and leaf edge cracks in mustard.
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18
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Chen Q, Liu B, Ai L, Yan L, Lin J, Shi X, Zhao H, Wei Y, Feng Y, Liu C, Yang C, Zhang M. QTL and candidate genes for heterophylly in soybean based on two populations of recombinant inbred lines. FRONTIERS IN PLANT SCIENCE 2022; 13:961619. [PMID: 36051289 PMCID: PMC9427049 DOI: 10.3389/fpls.2022.961619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/05/2022] [Accepted: 07/18/2022] [Indexed: 06/15/2023]
Abstract
Heterophylly, the existence of different leaf shapes and sizes on the same plant, has been observed in many flowering plant species. Yet, the genetic characteristics and genetic basis of heterophylly in soybean remain unknown. Here, two populations of recombinant inbred lines (RILs) with distinctly different leaf shapes were used to identify loci controlling heterophylly in two environments. The ratio of apical leaf shape (LSUP) to basal leaf shape (LSDOWN) at the reproductive growth stage (RLS) was used as a parameter for classifying heterophylly. A total of eight QTL were detected for RLS between the two populations and four of them were stably identified in both environments. Among them, qRLS20 had the largest effect in the JS population, with a maximum LOD value of 46.9 explaining up to 47.2% of phenotypic variance. This locus was located in the same genomic region as the basal leaf shape QTL qLSDOWN20 on chromosome 20. The locus qRLS19 had the largest effect in the JJ population, with a maximum LOD value of 15.2 explaining up to 27.0% of phenotypic variance. This locus was located in the same genomic region as the apical leaf shape QTL qLSUP19 on chromosome 19. Four candidate genes for heterophylly were identified based on sequence differences among the three parents of the two mapping populations, RT-qPCR analysis, and gene functional annotation analysis. The QTL and candidate genes detected in this study lay a foundation for further understanding the genetic mechanism of heterophylly and are invaluable in marker-assisted breeding.
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Affiliation(s)
- Qiang Chen
- Hebei Laboratory of Crop Genetics and Breeding, National Soybean Improvement Center Shijiazhuang Sub-Center, Huang-Huai-Hai Key Laboratory of Biology and Genetic Improvement of Soybean, Ministry of Agriculture and Rural Affairs, Institute of Cereal and Oil Crops, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, Hebei, China
- Hebei Key Laboratory of Molecular and Cellular Biology, Key Laboratory of Molecular and Cellular Biology of Ministry of Education, Hebei Collaboration Innovation Center for Cell Signaling, College of Life Science, Hebei Normal University, Shijiazhuang, China
| | - Bingqiang Liu
- Hebei Laboratory of Crop Genetics and Breeding, National Soybean Improvement Center Shijiazhuang Sub-Center, Huang-Huai-Hai Key Laboratory of Biology and Genetic Improvement of Soybean, Ministry of Agriculture and Rural Affairs, Institute of Cereal and Oil Crops, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, Hebei, China
| | - Lijuan Ai
- Hebei Key Laboratory of Molecular and Cellular Biology, Key Laboratory of Molecular and Cellular Biology of Ministry of Education, Hebei Collaboration Innovation Center for Cell Signaling, College of Life Science, Hebei Normal University, Shijiazhuang, China
| | - Long Yan
- Hebei Laboratory of Crop Genetics and Breeding, National Soybean Improvement Center Shijiazhuang Sub-Center, Huang-Huai-Hai Key Laboratory of Biology and Genetic Improvement of Soybean, Ministry of Agriculture and Rural Affairs, Institute of Cereal and Oil Crops, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, Hebei, China
| | - Jing Lin
- Hebei Laboratory of Crop Genetics and Breeding, National Soybean Improvement Center Shijiazhuang Sub-Center, Huang-Huai-Hai Key Laboratory of Biology and Genetic Improvement of Soybean, Ministry of Agriculture and Rural Affairs, Institute of Cereal and Oil Crops, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, Hebei, China
| | - Xiaolei Shi
- Hebei Laboratory of Crop Genetics and Breeding, National Soybean Improvement Center Shijiazhuang Sub-Center, Huang-Huai-Hai Key Laboratory of Biology and Genetic Improvement of Soybean, Ministry of Agriculture and Rural Affairs, Institute of Cereal and Oil Crops, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, Hebei, China
| | - Hongtao Zhao
- Hebei Key Laboratory of Molecular and Cellular Biology, Key Laboratory of Molecular and Cellular Biology of Ministry of Education, Hebei Collaboration Innovation Center for Cell Signaling, College of Life Science, Hebei Normal University, Shijiazhuang, China
| | - Yu Wei
- Hebei Laboratory of Crop Genetics and Breeding, National Soybean Improvement Center Shijiazhuang Sub-Center, Huang-Huai-Hai Key Laboratory of Biology and Genetic Improvement of Soybean, Ministry of Agriculture and Rural Affairs, Institute of Cereal and Oil Crops, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, Hebei, China
| | - Yan Feng
- Hebei Laboratory of Crop Genetics and Breeding, National Soybean Improvement Center Shijiazhuang Sub-Center, Huang-Huai-Hai Key Laboratory of Biology and Genetic Improvement of Soybean, Ministry of Agriculture and Rural Affairs, Institute of Cereal and Oil Crops, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, Hebei, China
| | - Chunji Liu
- CSIRO Agriculture and Food, St Lucia, QLD, Australia
| | - Chunyan Yang
- Hebei Laboratory of Crop Genetics and Breeding, National Soybean Improvement Center Shijiazhuang Sub-Center, Huang-Huai-Hai Key Laboratory of Biology and Genetic Improvement of Soybean, Ministry of Agriculture and Rural Affairs, Institute of Cereal and Oil Crops, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, Hebei, China
| | - Mengchen Zhang
- Hebei Laboratory of Crop Genetics and Breeding, National Soybean Improvement Center Shijiazhuang Sub-Center, Huang-Huai-Hai Key Laboratory of Biology and Genetic Improvement of Soybean, Ministry of Agriculture and Rural Affairs, Institute of Cereal and Oil Crops, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, Hebei, China
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Feng X, Yang X, Zhong M, Li X, Zhu P. BoALG10, an α-1,2 glycosyltransferase, plays an essential role in maintaining leaf margin shape in ornamental kale. HORTICULTURE RESEARCH 2022; 9:uhac137. [PMID: 36072832 PMCID: PMC9437718 DOI: 10.1093/hr/uhac137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 06/08/2022] [Indexed: 06/15/2023]
Abstract
The morphological diversity of leaf margin shapes is an identifying characteristic of many plant species. In our previous work, BoALG10 (α-1,2 glycosyltransferase) was predicted to be a key regulator of leaf margin shape in ornamental kale (Brassica oleracea var. acephala). An alanine and a leucine residue in the conserved domain of the smooth-margined S0835 were replaced by an aspartate and a phenylalanine, respectively, in the corresponding positions of the feathered-margined F0819. However, the expression pattern and function of this gene remain unclear. Here, we examined the expression patterns of BoALG10 using quantitative real-time PCR, and found that statistically significant differences in expression existed between F0819 and S0835 in nine developmental stages. The BoALG10 protein localized to the endoplasmic reticulum. The function of BoALG10 was then examined using complementary mutant assays. The overexpression strains phenocopied the smooth leaf margin after introduction of BoALG10 S0835 into the feathered-margined inbred line F0819. Simultaneously, irregular dissections appeared in the leaf margins of knockout mutants KO-1 and KO-2, which were generated by CRISPR/Cas9 technology from the smooth-margined inbred line S0835. Microscopic observation showed that the leaf margin cells of the smooth-margined plants S0835 and OE-3 were arranged regularly, while the cells of the feathered-margined plants F0819 and KO-1 were of inconsistent size and distributed in an irregular manner, particularly around the indentations of the leaf. This elucidation of BoALG10 function provides a novel insight into the morphological regulation of leaf margin shape.
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Affiliation(s)
- Xin Feng
- College of Forestry, Shenyang Agricultural University, Shenyang 110866, China
- Key Laboratory of Forest Tree Genetics, Breeding and Cultivation of Liaoning Province, Shenyang 110866, China
| | - Xinru Yang
- College of Forestry, Shenyang Agricultural University, Shenyang 110866, China
| | - Meiqin Zhong
- College of Forestry, Shenyang Agricultural University, Shenyang 110866, China
| | - Xin Li
- College of Forestry, Shenyang Agricultural University, Shenyang 110866, China
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20
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Zhang Y, Henke M, Li Y, Xu D, Liu A, Liu X, Li T. Analyzing the Impact of Greenhouse Planting Strategy and Plant Architecture on Tomato Plant Physiology and Estimated Dry Matter. FRONTIERS IN PLANT SCIENCE 2022; 13:828252. [PMID: 35242156 PMCID: PMC8885523 DOI: 10.3389/fpls.2022.828252] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 01/13/2022] [Indexed: 05/17/2023]
Abstract
Determine the level of significance of planting strategy and plant architecture and how they affect plant physiology and dry matter accumulation within greenhouses is essential to actual greenhouse plant management and breeding. We thus analyzed four planting strategies (plant spacing, furrow distance, row orientation, planting pattern) and eight different plant architectural traits (internode length, leaf azimuth angle, leaf elevation angle, leaf length, leaflet curve, leaflet elevation, leaflet number/area ratio, leaflet length/width ratio) with the same plant leaf area using a formerly developed functional-structural model for a Chinese Liaoshen-solar greenhouse and tomato plant, which used to simulate the plant physiology of light interception, temperature, stomatal conductance, photosynthesis, and dry matter. Our study led to the conclusion that the planting strategies have a more significant impact overall on plant radiation, temperature, photosynthesis, and dry matter compared to plant architecture changes. According to our findings, increasing the plant spacing will have the most significant impact to increase light interception. E-W orientation has better total light interception but yet weaker light uniformity. Changes in planting patterns have limited influence on the overall canopy physiology. Increasing the plant leaflet area by leaflet N/A ratio from what we could observe for a rose the total dry matter by 6.6%, which is significantly better than all the other plant architecture traits. An ideal tomato plant architecture which combined all the above optimal architectural traits was also designed to provide guidance on phenotypic traits selection of breeding process. The combined analysis approach described herein established the causal relationship between investigated traits, which could directly apply to provide management and breeding insights on other plant species with different solar greenhouse structures.
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Affiliation(s)
- Yue Zhang
- College of Horticulture, Shenyang Agricultural University, Shenyang, China
- Key Laboratory of Protected Horticulture, Ministry of Education, Shenyang, China
- National & Local Joint Engineering Research Center of Northern Horticultural Facilities Design & Application Technology (Liaoning), Shenyang, China
| | - Michael Henke
- Plant Sciences Core Facility, CEITEC-Central European Institute of Technology, Masaryk University, Brno, Czechia
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Stadt Seeland, Germany
| | - Yiming Li
- Key Laboratory of Protected Horticulture, Ministry of Education, Shenyang, China
- National & Local Joint Engineering Research Center of Northern Horticultural Facilities Design & Application Technology (Liaoning), Shenyang, China
- College of Engineering, Shenyang Agricultural University, Shenyang, China
| | - Demin Xu
- College of Horticulture, Shenyang Agricultural University, Shenyang, China
- Key Laboratory of Protected Horticulture, Ministry of Education, Shenyang, China
- National & Local Joint Engineering Research Center of Northern Horticultural Facilities Design & Application Technology (Liaoning), Shenyang, China
| | - Anhua Liu
- College of Horticulture, Shenyang Agricultural University, Shenyang, China
- Key Laboratory of Protected Horticulture, Ministry of Education, Shenyang, China
- National & Local Joint Engineering Research Center of Northern Horticultural Facilities Design & Application Technology (Liaoning), Shenyang, China
| | - Xingan Liu
- College of Horticulture, Shenyang Agricultural University, Shenyang, China
- Key Laboratory of Protected Horticulture, Ministry of Education, Shenyang, China
- National & Local Joint Engineering Research Center of Northern Horticultural Facilities Design & Application Technology (Liaoning), Shenyang, China
| | - Tianlai Li
- College of Horticulture, Shenyang Agricultural University, Shenyang, China
- Key Laboratory of Protected Horticulture, Ministry of Education, Shenyang, China
- National & Local Joint Engineering Research Center of Northern Horticultural Facilities Design & Application Technology (Liaoning), Shenyang, China
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21
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Nakayama H, Rowland SD, Cheng Z, Zumstein K, Kang J, Kondo Y, Sinha NR. Leaf form diversification in an ornamental heirloom tomato results from alterations in two different HOMEOBOX genes. Curr Biol 2021; 31:4788-4799.e5. [PMID: 34473947 DOI: 10.1101/2020.09.08.287011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 06/17/2021] [Accepted: 08/05/2021] [Indexed: 05/22/2023]
Abstract
Domesticated plants display diverse phenotypic traits. However, the influence of breeding effort on this phenotypic diversity remains unknown. Here, we demonstrate that a single nucleotide deletion in the homeobox motif of BIPINNATA, a BEL-LIKE HOMEODOMAIN gene, led to a highly complex leaf phenotype in an heirloom tomato (Solanum lycopersicum), Silvery Fir Tree (SiFT), which is used as a landscaping and ornamental plant. A comparative gene network analysis revealed that repression of SOLANIFOLIA, the ortholog of WUSCHEL RELATED HOMEOBOX 1, caused the narrow leaflet phenotype seen in SiFT. Comparative genomics indicated that the bip mutation in SiFT likely arose de novo and is unique to SiFT and not introgressed from other tomato genomes. These results provide new insights into the natural variation in phenotypic traits introduced into crops during improvement processes after domestication and establish homeobox genes as evolutionary hotspots.
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Affiliation(s)
- Hokuto Nakayama
- Department of Plant Biology, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Steven D Rowland
- Department of Plant Biology, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Zizhang Cheng
- Department of Plant Biology, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Kristina Zumstein
- Department of Plant Biology, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Julie Kang
- Biology Department, University of Northern Iowa, 144 McCollum Science Hall, Cedar Falls, IA 50614, USA
| | - Yohei Kondo
- Division of Quantitative Biology, Okazaki Institute for Integrative Bioscience, National Institute for Basic Biology, National Institutes of Natural Sciences, Myodaiji, Higashiyama 5-1, Okazaki, Aichi 444-8787, Japan
| | - Neelima R Sinha
- Department of Plant Biology, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA.
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22
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Nakayama H, Rowland SD, Cheng Z, Zumstein K, Kang J, Kondo Y, Sinha NR. Leaf form diversification in an ornamental heirloom tomato results from alterations in two different HOMEOBOX genes. Curr Biol 2021; 31:4788-4799.e5. [PMID: 34473947 DOI: 10.1016/j.cub.2021.08.023] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 06/17/2021] [Accepted: 08/05/2021] [Indexed: 12/13/2022]
Abstract
Domesticated plants display diverse phenotypic traits. However, the influence of breeding effort on this phenotypic diversity remains unknown. Here, we demonstrate that a single nucleotide deletion in the homeobox motif of BIPINNATA, a BEL-LIKE HOMEODOMAIN gene, led to a highly complex leaf phenotype in an heirloom tomato (Solanum lycopersicum), Silvery Fir Tree (SiFT), which is used as a landscaping and ornamental plant. A comparative gene network analysis revealed that repression of SOLANIFOLIA, the ortholog of WUSCHEL RELATED HOMEOBOX 1, caused the narrow leaflet phenotype seen in SiFT. Comparative genomics indicated that the bip mutation in SiFT likely arose de novo and is unique to SiFT and not introgressed from other tomato genomes. These results provide new insights into the natural variation in phenotypic traits introduced into crops during improvement processes after domestication and establish homeobox genes as evolutionary hotspots.
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Affiliation(s)
- Hokuto Nakayama
- Department of Plant Biology, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Steven D Rowland
- Department of Plant Biology, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Zizhang Cheng
- Department of Plant Biology, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Kristina Zumstein
- Department of Plant Biology, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Julie Kang
- Biology Department, University of Northern Iowa, 144 McCollum Science Hall, Cedar Falls, IA 50614, USA
| | - Yohei Kondo
- Division of Quantitative Biology, Okazaki Institute for Integrative Bioscience, National Institute for Basic Biology, National Institutes of Natural Sciences, Myodaiji, Higashiyama 5-1, Okazaki, Aichi 444-8787, Japan
| | - Neelima R Sinha
- Department of Plant Biology, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA.
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23
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Chang Y, Xu C, Yang H, Zhou J, Hua W, Zhang S, Zhong Q, Li B. Leaf Structural Traits Vary With Plant Size in Even-Aged Stands of Sapindus mukorossi. FRONTIERS IN PLANT SCIENCE 2021; 12:692484. [PMID: 34367215 PMCID: PMC8340026 DOI: 10.3389/fpls.2021.692484] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 06/21/2021] [Indexed: 06/13/2023]
Abstract
Sapindus mukorossi Gaertn., an important oleaginous woody plant, has garnered increasing research attention owing to its potential as a source of renewable energy (biodiesel). Leaf structural traits are closely related to plant size, and they affect the fruit yield and oil quality. However, plant size factors that predominantly contribute to leaf structural traits remain unknown. Therefore, the purpose of this study was to understand the associations between leaf structural traits and plant size factors in even-aged stands of S. mukorossi. Results showed that leaf length (LL) and leaf area (LA) markedly increased with the increasing diameter at breast height (DBH) and tree height (TH), although other leaf structural traits did not show noticeable changes. Difference in slopes also indicated that the degree of effect of plant size factors on leaf structural traits was in the order of TH > DBH. Leaf structural traits showed no systematic variation with crown width (CW). LA was significantly positively correlated with LL, leaf width (LW), LL/LW, and leaf thickness (LT) and was significantly but negatively correlated with leaf tissue density (LTD) and leaf dry mass content (LDMC). Specific leaf area showed a significantly negative correlation with LT, LDMC, and LTD. LTD showed a significantly positive correlation with LDMC, but a negative correlation with LT. The results were critical to understand the variability of leaf structural traits with plant size, can provide a theoretical foundation for further study in the relationship between leaf structural traits and fruit yield, and regulate leaf traits through artificial management measures to promote plant growth and fruit yield.
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Affiliation(s)
- Yunni Chang
- Fujian Provincial Key Laboratory for Plant Eco-Physiology, Fujian Normal University, Fuzhou, China
- College of Geographical Sciences, Fujian Normal University, Fuzhou, China
| | - Chaobin Xu
- Fujian Provincial Key Laboratory for Plant Eco-Physiology, Fujian Normal University, Fuzhou, China
- College of Geographical Sciences, Fujian Normal University, Fuzhou, China
- State Key Laboratory for Subtropical Mountain Ecology of the Ministry of Science and Technology and Fujian Province, Fujian Normal University, Fuzhou, China
| | - Hong Yang
- College of Environmental Science and Engineering, Fujian Normal University, Fuzhou, China
- Department of Geography and Environmental Science, University of Reading, Reading, United Kingdom
| | - Junxin Zhou
- Department of Forestry, Fujian Forestry Vocational Technical College, Nanping, China
| | - Weiping Hua
- College of Ecological and Resources Engineering, Wuyi University, Wuyishan, China
| | - Shihe Zhang
- Fujian Provincial Key Laboratory for Plant Eco-Physiology, Fujian Normal University, Fuzhou, China
- College of Geographical Sciences, Fujian Normal University, Fuzhou, China
| | - Quanlin Zhong
- Fujian Provincial Key Laboratory for Plant Eco-Physiology, Fujian Normal University, Fuzhou, China
- College of Geographical Sciences, Fujian Normal University, Fuzhou, China
- State Key Laboratory for Subtropical Mountain Ecology of the Ministry of Science and Technology and Fujian Province, Fujian Normal University, Fuzhou, China
| | - Baoyin Li
- Fujian Provincial Key Laboratory for Plant Eco-Physiology, Fujian Normal University, Fuzhou, China
- College of Geographical Sciences, Fujian Normal University, Fuzhou, China
- State Key Laboratory for Subtropical Mountain Ecology of the Ministry of Science and Technology and Fujian Province, Fujian Normal University, Fuzhou, China
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24
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Zinc Oxide Phytonanoparticles' Effects on Yield and Mineral Contents in Fruits of Tomato ( Solanum lycopersicum L. cv. Cherry) under Field Conditions. ScientificWorldJournal 2021; 2021:5561930. [PMID: 34220365 PMCID: PMC8213504 DOI: 10.1155/2021/5561930] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Revised: 05/14/2021] [Accepted: 05/27/2021] [Indexed: 11/24/2022] Open
Abstract
The use of phytonanoparticles in agriculture could decrease the use of fertilizers and therefore decrease soil contamination, due to their size being better assimilated in plants. It is important to mention that the nanofertilizer is slow-releasing and improves plant physiological properties and various nutritional parameters. The influence of soil and foliar applications of phytonanoparticles of ZnO with the Moringa oleifera extract under three concentrations (25, 50, and 100 ppm) was evaluated on the cherry tomato crop (Solanum lycopersicum L.). Synthesis of the phytonanoparticles was analyzed with ultraviolet-visible spectroscopy (UV-Vis) and infrared transmission spectroscopy with Fourier transform (FT-IR), as well as the analysis with the dynamic light scattering (DLS) technique. The morphometric parameters were evaluated before and after the application of the nanoparticles. The minerals' content of fruits was done 95 days after planting. Results showed that soil application was better at a concentration of 25 ppm of phytonanoparticles since it allowed the greatest number of flowers and fruits on the plant; however, it was demonstrated that when performing a foliar application, the fruit showed the highest concentrations for the elements Mg, Ca, and Na at concentrations of 511, 4589, and 223 mg kg−1, respectively.
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25
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Chiab N, Kammoun M, Charfeddine S, Bouaziz D, Gouider M, Gargouri-Bouzid R. Impact of the overexpression of the StDREB1 transcription factor on growth parameters, yields, and chemical composition of tubers from greenhouse and field grown potato plants. JOURNAL OF PLANT RESEARCH 2021; 134:249-259. [PMID: 33462768 DOI: 10.1007/s10265-020-01245-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Accepted: 12/08/2020] [Indexed: 06/12/2023]
Abstract
Potato plants are often exposed to biotic and abiotic stresses that negatively impact their growth, development, and yield. Plants respond to different stresses by inducing large numbers of stress-responsive genes, which can be either functional or regulatory genes. Among regulatory genes, Dehydration Responsive Element Binding (DREB) genes are considered as one of the main groups of transcriptional regulators. The overexpression of these factors in several transgenic plants leads to enhancement of abiotic stress tolerance. However, a number of reports showed that the overexpression of DREB factors under control of constitutive promoter, affects their morphology and production. Therefore, it becomes interesting to evaluate the effect of the overexpression of this StDREB1 transcription factor on plant growth, morphology, yield and tuber composition under both greenhouse and field culture conditions. To our knowledge, there is no available data on the effect of DREBA-4 overexpression on potato plants morphology and yield. Indeed, most studies focused on DREB genes from A-1 and A-2 groups for other plant species. Our results showed that StDREB1, a A-4 group of DREB gene from potato (Solanum tuberosum L.), overexpressing plants did not show any growth retardation. On the contrary, they seem to be more vigorous, and produced higher tuber weight in greenhouse and field culture than the wild type (WT) plants. Moreover, the overexpression of StDREB1 transcription factor seemed to have an effect on tuber quality in terms of dry matter, starch contents and reducing sugars in comparison to the WT tubers. These data suggest that the StDREB1 gene from A-4 group of DREB subfamily can be a good candidate in potato breeding for stress tolerance.
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Affiliation(s)
- Nour Chiab
- Laboratoire d'amelioration des plantes et valorisation des agro-ressources, Ecole Nationale d'ingenieurs de Sfax (ENIS), Route Soukra Km 4, B.P 1173, 3038, Sfax, Tunisia.
| | - Mariem Kammoun
- Laboratoire d'amelioration des plantes et valorisation des agro-ressources, Ecole Nationale d'ingenieurs de Sfax (ENIS), Route Soukra Km 4, B.P 1173, 3038, Sfax, Tunisia
| | - Safa Charfeddine
- Laboratoire d'amelioration des plantes et valorisation des agro-ressources, Ecole Nationale d'ingenieurs de Sfax (ENIS), Route Soukra Km 4, B.P 1173, 3038, Sfax, Tunisia
| | - Donia Bouaziz
- Laboratoire d'amelioration des plantes et valorisation des agro-ressources, Ecole Nationale d'ingenieurs de Sfax (ENIS), Route Soukra Km 4, B.P 1173, 3038, Sfax, Tunisia
| | - Mbarka Gouider
- Laboratoire d'amelioration des plantes et valorisation des agro-ressources, Ecole Nationale d'ingenieurs de Sfax (ENIS), Route Soukra Km 4, B.P 1173, 3038, Sfax, Tunisia
| | - Radhia Gargouri-Bouzid
- Laboratoire d'amelioration des plantes et valorisation des agro-ressources, Ecole Nationale d'ingenieurs de Sfax (ENIS), Route Soukra Km 4, B.P 1173, 3038, Sfax, Tunisia
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26
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Meza SLR, Egea I, Massaretto IL, Morales B, Purgatto E, Egea-Fernández JM, Bolarin MC, Flores FB. Traditional Tomato Varieties Improve Fruit Quality Without Affecting Fruit Yield Under Moderate Salt Stress. FRONTIERS IN PLANT SCIENCE 2020; 11:587754. [PMID: 33304365 PMCID: PMC7701295 DOI: 10.3389/fpls.2020.587754] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Accepted: 10/14/2020] [Indexed: 05/24/2023]
Abstract
Identification of tomato varieties able to exhibit higher accumulation of primary and secondary metabolites in their fruits is currently a main objective in tomato breeding. One tool to improve fruit quality is to cultivate the plants under salt stress, although improvement of fruit quality is generally accompanied by productivity losses. However, it is very interesting to implement strategies aiming at enhancing fruit quality of tomato by means of growing plants in moderate salt stress that allows for a sustainable fruit yield. The traditional tomato varieties adapted to the Mediterranean environmental constraints may be very attractive plant materials to achieve this goal, given the wide range of fruit quality traits because of their genetic diversity. Here, agronomic responses and fruit quality traits, including primary and secondary metabolites, were analyzed in fruits of two Mediterranean traditional tomato varieties named "Tomate Pimiento" ("TP") and "Muchamiel Aperado" ("MA") because of the pepper and pear shape of their fruits, using as reference the commercial cultivar "Moneymaker" ("MM"). Plants were grown without salt (control) and with moderate salt stress (50 mM NaCl), which did not affect fruit yield in any variety. "TP" is of great interest because of its high soluble solids content (SSC) in control, which is even higher in salt, whereas "MA" is very attractive because of its high Brix yield index (SSC × fruit yield), used as overall fruit quality measure. Similitude between both traditional varieties were found for primary metabolism, as they significantly increased sucrose contents compared with "MM" in red ripe fruits from plants in control and, especially, salt stress conditions. The most remarkable difference was the high constitutive levels of total amino acids in "TP" fruits, including the three major free amino acids found in tomato fruit, GABA, glutamate, and glutamine, which even increased under salinity. Regarding secondary metabolites, the most interesting change induced by salinity was the increase in α-tocopherol found in red ripe fruits of both "TP" and "MA." These results reveal the interest of traditional varieties as sources of genetic variation in breeding because of their improvement of tomato fruit quality without production losses under moderate salt stress.
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Affiliation(s)
- Silvia L. R. Meza
- Department of Stress Biology and Plant Pathology, CEBAS-CSIC, Espinardo-Murcia, Spain
- Department of Food Science and Experimental Nutrition, Faculty of Pharmaceutical Sciences, Food Research Center, University of São Paulo, São Paulo, Brazil
| | - Isabel Egea
- Department of Stress Biology and Plant Pathology, CEBAS-CSIC, Espinardo-Murcia, Spain
| | - Isabel L. Massaretto
- Department of Food Science and Experimental Nutrition, Faculty of Pharmaceutical Sciences, Food Research Center, University of São Paulo, São Paulo, Brazil
| | - Belén Morales
- Department of Stress Biology and Plant Pathology, CEBAS-CSIC, Espinardo-Murcia, Spain
| | - Eduardo Purgatto
- Department of Food Science and Experimental Nutrition, Faculty of Pharmaceutical Sciences, Food Research Center, University of São Paulo, São Paulo, Brazil
| | | | - María C. Bolarin
- Department of Stress Biology and Plant Pathology, CEBAS-CSIC, Espinardo-Murcia, Spain
| | - Francisco B. Flores
- Department of Stress Biology and Plant Pathology, CEBAS-CSIC, Espinardo-Murcia, Spain
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Roohanitaziani R, de Maagd RA, Lammers M, Molthoff J, Meijer-Dekens F, van Kaauwen MPW, Finkers R, Tikunov Y, Visser RGF, Bovy AG. Exploration of a Resequenced Tomato Core Collection for Phenotypic and Genotypic Variation in Plant Growth and Fruit Quality Traits. Genes (Basel) 2020; 11:genes11111278. [PMID: 33137951 PMCID: PMC7692805 DOI: 10.3390/genes11111278] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Accepted: 10/21/2020] [Indexed: 02/04/2023] Open
Abstract
A tomato core collection consisting of 122 gene bank accessions, including landraces, old cultivars, and wild relatives, was explored for variation in several plant growth, yield and fruit quality traits. The resequenced accessions were also genotyped with respect to a number of mutations or variations in key genes known to underlie these traits. The yield-related traits fruit number and fruit weight were much higher in cultivated varieties when compared to wild accessions, while, in wild tomato accessions, Brix was higher than in cultivated varieties. Known mutations in fruit size and shape genes could well explain the fruit size variation, and fruit colour variation could be well explained by known mutations in key genes of the carotenoid and flavonoid pathway. The presence and phenotype of several plant architecture affecting mutations, such as self-pruning (sp), compound inflorescence (s), jointless-2 (j-2), and potato leaf (c) were also confirmed. This study provides valuable phenotypic information on important plant growth- and quality-related traits in this collection. The allelic distribution of known genes that underlie these traits provides insight into the role and importance of these genes in tomato domestication and breeding. This resource can be used to support (precision) breeding strategies for tomato crop improvement.
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Affiliation(s)
- Raana Roohanitaziani
- Plant Breeding, Wageningen University & Research, P.O. Box 386, 6700 AJ Wageningen, The Netherlands; (R.R.); (J.M.); (F.M.-D.); (M.P.W.v.K.); (R.F.); (Y.T.); (R.G.F.V.)
- Graduate School Experimental Plant Sciences, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - Ruud A. de Maagd
- Bioscience, Wageningen University & Research, P.O. Box 16, 6700 AA Wageningen, The Netherlands; (R.A.d.M.); (M.L.)
| | - Michiel Lammers
- Bioscience, Wageningen University & Research, P.O. Box 16, 6700 AA Wageningen, The Netherlands; (R.A.d.M.); (M.L.)
| | - Jos Molthoff
- Plant Breeding, Wageningen University & Research, P.O. Box 386, 6700 AJ Wageningen, The Netherlands; (R.R.); (J.M.); (F.M.-D.); (M.P.W.v.K.); (R.F.); (Y.T.); (R.G.F.V.)
| | - Fien Meijer-Dekens
- Plant Breeding, Wageningen University & Research, P.O. Box 386, 6700 AJ Wageningen, The Netherlands; (R.R.); (J.M.); (F.M.-D.); (M.P.W.v.K.); (R.F.); (Y.T.); (R.G.F.V.)
| | - Martijn P. W. van Kaauwen
- Plant Breeding, Wageningen University & Research, P.O. Box 386, 6700 AJ Wageningen, The Netherlands; (R.R.); (J.M.); (F.M.-D.); (M.P.W.v.K.); (R.F.); (Y.T.); (R.G.F.V.)
| | - Richard Finkers
- Plant Breeding, Wageningen University & Research, P.O. Box 386, 6700 AJ Wageningen, The Netherlands; (R.R.); (J.M.); (F.M.-D.); (M.P.W.v.K.); (R.F.); (Y.T.); (R.G.F.V.)
| | - Yury Tikunov
- Plant Breeding, Wageningen University & Research, P.O. Box 386, 6700 AJ Wageningen, The Netherlands; (R.R.); (J.M.); (F.M.-D.); (M.P.W.v.K.); (R.F.); (Y.T.); (R.G.F.V.)
| | - Richard G. F. Visser
- Plant Breeding, Wageningen University & Research, P.O. Box 386, 6700 AJ Wageningen, The Netherlands; (R.R.); (J.M.); (F.M.-D.); (M.P.W.v.K.); (R.F.); (Y.T.); (R.G.F.V.)
| | - Arnaud G. Bovy
- Plant Breeding, Wageningen University & Research, P.O. Box 386, 6700 AJ Wageningen, The Netherlands; (R.R.); (J.M.); (F.M.-D.); (M.P.W.v.K.); (R.F.); (Y.T.); (R.G.F.V.)
- Correspondence: ; Tel.: +31-317-480762
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Liu G, Li C, Yu H, Tao P, Yuan L, Ye J, Chen W, Wang Y, Ge P, Zhang J, Zhou G, Zheng W, Ye Z, Zhang Y. GREEN STRIPE, encoding methylated TOMATO AGAMOUS-LIKE 1, regulates chloroplast development and Chl synthesis in fruit. THE NEW PHYTOLOGIST 2020; 228:302-317. [PMID: 32463946 DOI: 10.1111/nph.16705] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2020] [Accepted: 05/08/2020] [Indexed: 05/06/2023]
Abstract
Fruit development involves chloroplast development, carotenoid accumulation and fruit coloration. Although genetic regulation of fruit development has been extensively investigated, epigenetic regulation of fruit coloration remains largely unexplored. Here, we report a naturally occurring epigenetic regulation of TAGL1, and its impact on chloroplast development and fruit coloration. We used a genome-wide association study in combination with map-based cloning to identify the GREEN STRIPE (GS) locus, a methylated isoform of TAGL1 regulating diversified chloroplast development and carotenoid accumulation. Nonuniform pigmentation of fruit produced by GS was highly associated with methylation of the TAGL1 promoter, which is linked to a SNP at SL2.50ch07_63842838. High degrees of methylation of the TAGL1 promoter downregulated its expression, leading to green stripes. By contrast, low degrees of methylation led to light green stripes in gs. RNA-seq and ChIP collectively showed that the expression of genes involved with Chl synthesis and chloroplast development were significantly upregulated in green stripes relative to light green stripes. Quantitative PCR and dual luciferase assay confirmed that TAGL1 downregulates expression of SlMPEC, SlPsbQ, and SlCAB, and upregulates expression of PSY1 - genes which are associated with chloroplast development and carotenoid accumulation. Altogether, our findings regarding the GS locus demonstrate that naturally occurring methylation of TAGL1 has diverse effects on plastid development in fruit.
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Affiliation(s)
- Genzhong Liu
- Key Laboratory of Horticultural Plant Biology, Ministry of Education, Huazhong Agricultural University, Wuhan, 430070, China
| | - Changxing Li
- Key Laboratory of Horticultural Plant Biology, Ministry of Education, Huazhong Agricultural University, Wuhan, 430070, China
| | - Huiyang Yu
- Key Laboratory of Horticultural Plant Biology, Ministry of Education, Huazhong Agricultural University, Wuhan, 430070, China
| | - Peiwen Tao
- Key Laboratory of Horticultural Plant Biology, Ministry of Education, Huazhong Agricultural University, Wuhan, 430070, China
| | - Lei Yuan
- Key Laboratory of Horticultural Plant Biology, Ministry of Education, Huazhong Agricultural University, Wuhan, 430070, China
| | - Jie Ye
- Key Laboratory of Horticultural Plant Biology, Ministry of Education, Huazhong Agricultural University, Wuhan, 430070, China
| | - Weifang Chen
- Key Laboratory of Horticultural Plant Biology, Ministry of Education, Huazhong Agricultural University, Wuhan, 430070, China
| | - Ying Wang
- Key Laboratory of Horticultural Plant Biology, Ministry of Education, Huazhong Agricultural University, Wuhan, 430070, China
| | - Pingfei Ge
- Key Laboratory of Horticultural Plant Biology, Ministry of Education, Huazhong Agricultural University, Wuhan, 430070, China
| | - Junhong Zhang
- Key Laboratory of Horticultural Plant Biology, Ministry of Education, Huazhong Agricultural University, Wuhan, 430070, China
| | - Guolin Zhou
- Wuhan Academy of Agricultural Sciences, Wuhan, 430065, China
| | - Wei Zheng
- Huazhong Agricultural University Chuwei Institute of Advanced Seeds, Wuhan, 430070, China
| | - Zhibiao Ye
- Key Laboratory of Horticultural Plant Biology, Ministry of Education, Huazhong Agricultural University, Wuhan, 430070, China
- Huazhong Agricultural University Chuwei Institute of Advanced Seeds, Wuhan, 430070, China
| | - Yuyang Zhang
- Key Laboratory of Horticultural Plant Biology, Ministry of Education, Huazhong Agricultural University, Wuhan, 430070, China
- Huazhong Agricultural University Chuwei Institute of Advanced Seeds, Wuhan, 430070, China
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