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Jin Y, Jia J, Yang Y, Zhu X, Yan H, Mao C, Najeeb A, Luo J, Sun M, Xie Z, Wang X, Huang L. DNAJ protein gene expansion mechanism in Panicoideae and PgDNAJ functional identification in pearl millet. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2024; 137:149. [PMID: 38836874 DOI: 10.1007/s00122-024-04656-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 05/21/2024] [Indexed: 06/06/2024]
Abstract
KEY MESSAGE Analyze the evolutionary pattern of DNAJ protein genes in the Panicoideae, including pearl millet, to identify and characterize the biological function of PgDNAJ genes in pearl millet. Global warming has become a major factor threatening food security and human development. It is urgent to analyze the heat-tolerant mechanism of plants and cultivate crops that are adapted to high temperature conditions. The Panicoideae are the second largest subfamily of the Poaceae, widely distributed in warm temperate and tropical regions. Many of these species have been reported to have strong adaptability to high temperature stress, such as pearl millet, foxtail millet and sorghum. The evolutionary differences in DNAJ protein genes among 12 Panicoideae species and 10 other species were identified and analyzed. Among them, 79% of Panicoideae DNAJ protein genes were associated with retrotransposon insertion. Analysis of the DNAJ protein pan-gene family in six pearl millet accessions revealed that the non-core genes contained significantly more TEs than the core genes. By identifying and analyzing the distribution and types of TEs near the DNAJ protein genes, it was found that the insertion of Copia and Gypsy retrotransposons provided the source of expansion for the DNAJ protein genes in the Panicoideae. Based on the analysis of the evolutionary pattern of DNAJ protein genes in Panicoideae, the PgDNAJ was obtained from pearl millet through identification. PgDNAJ reduces the accumulation of reactive oxygen species caused by high temperature by activating ascorbate peroxidase (APX), thereby improving the heat resistance of plants. In summary, these data provide new ideas for mining potential heat-tolerant genes in Panicoideae, and help to improve the heat tolerance of other crops.
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Affiliation(s)
- Yarong Jin
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Jiyuan Jia
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Yuchen Yang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Xin Zhu
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Haidong Yan
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Chunli Mao
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Atiqa Najeeb
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Jinchan Luo
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Min Sun
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Zheni Xie
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Xiaoshan Wang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Linkai Huang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China.
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Roy N, Kabir AH, Zahan N, Mouna ST, Chakravarty S, Rahman AH, Bayzid MS. Genome wide association studies on seven yield-related traits of 183 rice varieties in Bangladesh. PLANT DIRECT 2024; 8:e593. [PMID: 38887667 PMCID: PMC11182691 DOI: 10.1002/pld3.593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 03/26/2024] [Accepted: 05/02/2024] [Indexed: 06/20/2024]
Abstract
Rice genetic diversity is regulated by multiple genes and is largely dependent on various environmental factors. Uncovering the genetic variations associated with the diversity in rice populations is the key to breed stable and high yielding rice varieties. We performed genome wide association studies (GWASs) on seven rice yielding traits (grain length, grain width, grain weight, panicle length, leaf length, leaf width, and leaf angle) based on a population of 183 rice landraces of Bangladesh. Our GWASs reveal various chromosomal regions and candidate genes that are associated with different traits in Bangladeshi rice varieties. Noteworthy was the recurrent implication of chromosome 10 in all three grain-shape-related traits (grain length, grain width, and grain weight), indicating its pivotal role in shaping rice grain morphology. Our study also underscores the involvement of transposon gene families across these three traits. For leaf related traits, chromosome 10 was found to harbor regions that are significantly associated with leaf length and leaf width. The results of these association studies support previous findings as well as provide additional insights into the genetic diversity of rice. This is the first known GWAS study on various yield-related traits in the varieties of Oryza sativa available in Bangladesh-the fourth largest rice-producing country. We believe this study will accelerate rice genetics research and breeding stable high-yielding rice in Bangladesh.
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Affiliation(s)
- Nilanjan Roy
- Department of Biomedical EngineeringMilitary Institute of Science and TechnologyDhakaBangladesh
- Molecular, Cellular, and Developmental BiologyUniversity of KansasLawrenceKansasUSA
| | - Acramul Haque Kabir
- Department of Biomedical EngineeringMilitary Institute of Science and TechnologyDhakaBangladesh
- Department of Biomedical EngineeringUniversity of UtahSalt Lake CityUtahUSA
| | - Nourin Zahan
- Department of Biomedical EngineeringMilitary Institute of Science and TechnologyDhakaBangladesh
| | - Shahba Tasmiya Mouna
- Department of Biomedical EngineeringMilitary Institute of Science and TechnologyDhakaBangladesh
| | - Sakshar Chakravarty
- Department of Computer Science and EngineeringUniversity of CaliforniaRiversideCaliforniaUSA
- Department of Computer Science and EngineeringBangladesh University of Engineering and TechnologyDhakaBangladesh
| | - Atif Hasan Rahman
- Department of Computer Science and EngineeringBangladesh University of Engineering and TechnologyDhakaBangladesh
| | - Md. Shamsuzzoha Bayzid
- Department of Computer Science and EngineeringBangladesh University of Engineering and TechnologyDhakaBangladesh
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Wang B, Saleh AA, Yang N, Asare E, Chen H, Wang Q, Chen C, Song C, Gao B. High Diversity of Long Terminal Repeat Retrotransposons in Compact Vertebrate Genomes: Insights from Genomes of Tetraodontiformes. Animals (Basel) 2024; 14:1425. [PMID: 38791643 PMCID: PMC11117352 DOI: 10.3390/ani14101425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 05/04/2024] [Accepted: 05/07/2024] [Indexed: 05/26/2024] Open
Abstract
This study aimed to investigate the evolutionary profile (including diversity, activity, and abundance) of retrotransposons (RTNs) with long terminal repeats (LTRs) in ten species of Tetraodontiformes. These species, Arothron firmamentum, Lagocephalus sceleratus, Pao palembangensis, Takifugu bimaculatus, Takifugu flavidus, Takifugu ocellatus, Takifugu rubripes, Tetraodon nigroviridis, Mola mola, and Thamnaconus septentrionalis, are known for having the smallest genomes among vertebrates. Data mining revealed a high diversity and wide distribution of LTR retrotransposons (LTR-RTNs) in these compact vertebrate genomes, with varying abundances among species. A total of 819 full-length LTR-RTN sequences were identified across these genomes, categorized into nine families belonging to four different superfamilies: ERV (Orthoretrovirinae and Epsilon retrovirus), Copia, BEL-PAO, and Gypsy (Gmr, Mag, V-clade, CsRN1, and Barthez). The Gypsy superfamily exhibited the highest diversity. LTR family distribution varied among species, with Takifugu bimaculatus, Takifugu flavidus, Takifugu ocellatus, and Takifugu rubripes having the highest richness of LTR families and sequences. Additionally, evidence of recent invasions was observed in specific tetraodontiform genomes, suggesting potential transposition activity. This study provides insights into the evolution of LTR retrotransposons in Tetraodontiformes, enhancing our understanding of their impact on the structure and evolution of host genomes.
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Affiliation(s)
- Bingqing Wang
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China; (B.W.); (A.A.S.); (N.Y.); (E.A.); (H.C.); (Q.W.); (C.C.); (C.S.)
| | - Ahmed A. Saleh
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China; (B.W.); (A.A.S.); (N.Y.); (E.A.); (H.C.); (Q.W.); (C.C.); (C.S.)
- Animal and Fish Production Department, Faculty of Agriculture (Al-Shatby), Alexandria University, Alexandria 11865, Egypt
| | - Naisu Yang
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China; (B.W.); (A.A.S.); (N.Y.); (E.A.); (H.C.); (Q.W.); (C.C.); (C.S.)
| | - Emmanuel Asare
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China; (B.W.); (A.A.S.); (N.Y.); (E.A.); (H.C.); (Q.W.); (C.C.); (C.S.)
| | - Hong Chen
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China; (B.W.); (A.A.S.); (N.Y.); (E.A.); (H.C.); (Q.W.); (C.C.); (C.S.)
| | - Quan Wang
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China; (B.W.); (A.A.S.); (N.Y.); (E.A.); (H.C.); (Q.W.); (C.C.); (C.S.)
| | - Cai Chen
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China; (B.W.); (A.A.S.); (N.Y.); (E.A.); (H.C.); (Q.W.); (C.C.); (C.S.)
| | - Chengyi Song
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China; (B.W.); (A.A.S.); (N.Y.); (E.A.); (H.C.); (Q.W.); (C.C.); (C.S.)
| | - Bo Gao
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China; (B.W.); (A.A.S.); (N.Y.); (E.A.); (H.C.); (Q.W.); (C.C.); (C.S.)
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Garza AB, Lerat E, Girgis HZ. Look4LTRs: a Long terminal repeat retrotransposon detection tool capable of cross species studies and discovering recently nested repeats. Mob DNA 2024; 15:8. [PMID: 38627766 PMCID: PMC11020628 DOI: 10.1186/s13100-024-00317-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Accepted: 03/08/2024] [Indexed: 04/20/2024] Open
Abstract
Plant genomes include large numbers of transposable elements. One particular type of these elements is flanked by two Long Terminal Repeats (LTRs) and can translocate using RNA. Such elements are known as LTR-retrotransposons; they are the most abundant type of transposons in plant genomes. They have many important functions involving gene regulation and the rise of new genes and pseudo genes in response to severe stress. Additionally, LTR-retrotransposons have several applications in biotechnology. Due to the abundance and the importance of LTR-retrotransposons, multiple computational tools have been developed for their detection. However, none of these tools take advantages of the availability of related genomes; they process one chromosome at a time. Further, recently nested LTR-retrotransposons (multiple elements of the same family are inserted into each other) cannot be annotated accurately - or cannot be annotated at all - by the currently available tools. Motivated to overcome these two limitations, we built Look4LTRs, which can annotate LTR-retrotransposons in multiple related genomes simultaneously and discover recently nested elements. The methodology of Look4LTRs depends on techniques imported from the signal-processing field, graph algorithms, and machine learning with a minimal use of alignment algorithms. Four plant genomes were used in developing Look4LTRs and eight plant genomes for evaluating it in contrast to three related tools. Look4LTRs is the fastest while maintaining better or comparable F1 scores (the harmonic average of recall and precision) to those obtained by the other tools. Our results demonstrate the added benefit of annotating LTR-retrotransposons in multiple related genomes simultaneously and the ability to discover recently nested elements. Expert human manual examination of six elements - not included in the ground truth - revealed that three elements belong to known families and two elements are likely from new families. With respect to examining recently nested LTR-retrotransposons, three out of five were confirmed to be valid elements. Look4LTRs - with its speed, accuracy, and novel features - represents a true advancement in the annotation of LTR-retrotransposons, opening the door to many studies focused on understanding their functions in plants.
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Affiliation(s)
- Anthony B Garza
- Bioinformatics Toolsmith Laboratory, Department of Electrical Engineering and Computer Science, Texas A &M University-Kingsville, Kingsville, Texas, USA
| | - Emmanuelle Lerat
- The Biometrics and Evolutionary Biology Laboratory, University Lyon 1, Lyon, France
| | - Hani Z Girgis
- Bioinformatics Toolsmith Laboratory, Department of Electrical Engineering and Computer Science, Texas A &M University-Kingsville, Kingsville, Texas, USA.
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Arvas YE, Marakli S, Kaya Y, Kalendar R. The power of retrotransposons in high-throughput genotyping and sequencing. FRONTIERS IN PLANT SCIENCE 2023; 14:1174339. [PMID: 37180380 PMCID: PMC10167742 DOI: 10.3389/fpls.2023.1174339] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Accepted: 04/11/2023] [Indexed: 05/16/2023]
Abstract
The use of molecular markers has become an essential part of molecular genetics through their application in numerous fields, which includes identification of genes associated with targeted traits, operation of backcrossing programs, modern plant breeding, genetic characterization, and marker-assisted selection. Transposable elements are a core component of all eukaryotic genomes, making them suitable as molecular markers. Most of the large plant genomes consist primarily of transposable elements; variations in their abundance contribute to most of the variation in genome size. Retrotransposons are widely present throughout plant genomes, and replicative transposition enables them to insert into the genome without removing the original elements. Various applications of molecular markers have been developed that exploit the fact that these genetic elements are present everywhere and their ability to stably integrate into dispersed chromosomal localities that are polymorphic within a species. The ongoing development of molecular marker technologies is directly related to the deployment of high-throughput genotype sequencing platforms, and this research is of considerable significance. In this review, the practical application to molecular markers, which is a use of technology of interspersed repeats in the plant genome were examined using genomic sources from the past to the present. Prospects and possibilities are also presented.
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Affiliation(s)
- Yunus Emre Arvas
- Department of Biology, Faculty of Sciences, Karadeniz Technical University, Trabzon, Türkiye
| | - Sevgi Marakli
- Department of Molecular Biology and Genetics, Faculty of Arts and Sciences, Yildiz Technical University, Istanbul, Türkiye
| | - Yılmaz Kaya
- Agricultural Biotechnology Department, Faculty of Agriculture, Ondokuz Mayıs University, Samsun, Türkiye
- Department of Biology, Faculty of Science, Kyrgyz-Turkish Manas University, Bishkek, Kyrgyzstan
| | - Ruslan Kalendar
- Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan
- Institute of Biotechnology, Helsinki Institute of Life Science (HiLIFE), University of Helsinki, Helsinki, Finland
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Charalambous I, Ioannou N, Kyratzis AC, Kourtellarides D, Hagidimitriou M, Nikoloudakis N. Genome Size Variation across a Cypriot Fabeae Tribe Germplasm Collection. PLANTS (BASEL, SWITZERLAND) 2023; 12:1469. [PMID: 37050095 PMCID: PMC10096862 DOI: 10.3390/plants12071469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 03/23/2023] [Accepted: 03/23/2023] [Indexed: 06/19/2023]
Abstract
DNA content is an important trait linked to the evolutionary routes of taxa and often connected to speciation. In the present study, we studied C-values variation across the Cypriot Fabeae gene pool. Several hundred plants (Vicia spp., Lens spp., Pisum spp.) were sampled across Cyprus. Accurate estimates were established by flow cytometry and propidium iodine staining for 155 discrete populations/accessions. A ten-fold variation was detected across lineages with 1C DNA content varying from 1.584 pg for V. cretica (ARI02420) to 13.983 pg for V. faba (ARI00187). In general, flow cytometry was precise for the characterization of species, even though there were instances of genome overlapping across taxa. Most analyses in the current work refer to species that have not been characterized before by flow cytometry (or any other DNA content estimation method). Still, a correlation to C-values previously reported in Kew Plant DNA C-values database was attempted. A high degree of correlation except for V. dalmatica was established. The evaluation of genome size trait in relation with the Fabeae phylogeny, revealed that Pisum and Lens genera were rather homogenous, but an astonishing fluctuation was shown for Vicia spp. Moreover, it was established that genome up- or down-scaling was not directly linked to speciation drivers. The genomic size measurements presented here could deliver extra quality control for the identification and characterization of taxa in germplasm collections, particularly in cases where species share morphological characters.
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Affiliation(s)
- Iliana Charalambous
- Department of Agricultural Science, Biotechnology and Food Science, Cyprus University of Technology, 3036 Limassol, Cyprus; (I.C.); (N.I.)
| | - Nektaria Ioannou
- Department of Agricultural Science, Biotechnology and Food Science, Cyprus University of Technology, 3036 Limassol, Cyprus; (I.C.); (N.I.)
| | - Angelos C. Kyratzis
- Vegetable Crop Sector, Agricultural Research Institute-Ministry of Agriculture, Rural Development and Environment, 1516 Nicosia, Cyprus; (A.C.K.); (D.K.)
| | - Dimitrios Kourtellarides
- Vegetable Crop Sector, Agricultural Research Institute-Ministry of Agriculture, Rural Development and Environment, 1516 Nicosia, Cyprus; (A.C.K.); (D.K.)
| | | | - Nikolaos Nikoloudakis
- Department of Agricultural Science, Biotechnology and Food Science, Cyprus University of Technology, 3036 Limassol, Cyprus; (I.C.); (N.I.)
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Hassan AH, Mokhtar MM, El Allali A. TEMM: A Curated Data Resource for Transposon Element-Based Molecular Markers in Plants. Methods Mol Biol 2023; 2703:45-57. [PMID: 37646936 DOI: 10.1007/978-1-0716-3389-2_4] [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] [Indexed: 09/01/2023]
Abstract
Transposon elements (TEs) are mobile genetic elements that can insert themselves into new locations and modify the plant genome. In recent years, they have been used as molecular markers in plant breeding programs. TE-based molecular markers (TE-markers) are divided into two categories depending on the transcription mechanism of the TEs. The first category is retrotransposon-based molecular markers, which include RBIP, IRAP, REMAP, and iPBS. The second group is DNA-based-TE-markers, which include MITE, TE-junction, and CACTA TE-markers. These markers are a good tool for studying genetic diversity and can provide information on plants' phylogenetic and evolutionary history. They can help improve breeding programs to increase agronomic traits and develop new varieties. Overall, TE-markers play an important role in plant genetics and plant breeding and contribute to a better understanding of plant biology. Here, we present TEMM, a curated data resource for TE-markers in plants. Relevant research articles were screened to collect primer sequences and related information. Only articles containing primer sequences are added to the present data resource. TEMM contains 784 primers with their associated PCR reaction programs and their applications in various crops. These include 203 IPBS, 191 RBIP, 140 IRAP, 78 TE-junction, 76 IRAPS, 47 RBIP-IRAP, 16 IRAP-REMAP, 12 REMAP, 12 REMA-IRAP, 6 REMA, and 3 ISBP primers. The data resource is freely available at https://bioinformatics.um6p.ma/TEMM .
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Affiliation(s)
- Asmaa H Hassan
- African Genome Center, Mohammed VI Polytechnic University, Ben Guerir, Morocco
| | - Morad M Mokhtar
- African Genome Center, Mohammed VI Polytechnic University, Ben Guerir, Morocco
| | - Achraf El Allali
- African Genome Center, Mohammed VI Polytechnic University, Ben Guerir, Morocco.
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