1
|
Senthil K, Rathinam M, Parashar M, Dokka N, Tyagi S, Mathur V, Sharma S, Gaikwad K, Bhattacharya R, Sreevathsa R. Establishing a CRISPR/Cas9 genome editing framework in pigeonpea (Cajanus cajan L.) by targeting phytoene desaturase (PDS) gene disruption. J Genet Eng Biotechnol 2025; 23:100465. [PMID: 40074438 PMCID: PMC11847732 DOI: 10.1016/j.jgeb.2025.100465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2024] [Revised: 01/09/2025] [Accepted: 01/26/2025] [Indexed: 03/14/2025]
Abstract
Pigeonpea is an important legume valued for its high nutritional, agricultural, and economic significance in the Asian subcontinent. Despite its potential for high yield, productivity remains stagnant due to several abiotic and biotic stresses. To mitigate these challenges, biotechnological interventions like genome editing offer promising solutions. Towards this, developing a species-specific editing toolkit is crucial for recalcitrant species like pigeonpea. In this study, we established a CRISPR/Cas9 genome editing system targeting the phytoene desaturase (PDS) gene. We developed pigeonpea-compatible vector components, including the CcU6_7.1 promoter and an amenable Cas9 gene driven by the potato ubiquitin promoter, creating a pigeonpea-specific CRISPR/Cas9 binary vector (PP_CRISPR_pCAMBIA2301). The system was validated by Agrobacterium tumefaciens-mediated apical meristem-targeted in planta and in vitro embryonic axis explant transformations, with gene knockout confirmed by albino/bleached phenotypes. Editing efficiencies were 8.80% and 9.16% in the in planta and in vitro transformations respectively. While PCR analysis confirmed T-DNA integration, sequence analysis identified PDS gene mutations. Stability of the phenotype was demonstrated in T1 generation plants of in planta transformation-developed mutants. This system may support functional genomics studies and trait improvement in pigeonpea and other legumes.
Collapse
Affiliation(s)
- Kameshwaran Senthil
- ICAR-National Institute for Plant Biotechnology, Pusa Campus, New Delhi 110012 India
| | - Maniraj Rathinam
- ICAR-National Institute for Plant Biotechnology, Pusa Campus, New Delhi 110012 India
| | - Manisha Parashar
- ICAR-National Institute for Plant Biotechnology, Pusa Campus, New Delhi 110012 India
| | - Narasimham Dokka
- ICAR-National Institute for Plant Biotechnology, Pusa Campus, New Delhi 110012 India
| | - Shaily Tyagi
- ICAR-National Institute for Plant Biotechnology, Pusa Campus, New Delhi 110012 India
| | - Vandana Mathur
- ICAR-National Institute for Plant Biotechnology, Pusa Campus, New Delhi 110012 India
| | - Sandhya Sharma
- ICAR-National Institute for Plant Biotechnology, Pusa Campus, New Delhi 110012 India
| | - Kishor Gaikwad
- ICAR-National Institute for Plant Biotechnology, Pusa Campus, New Delhi 110012 India
| | | | - Rohini Sreevathsa
- ICAR-National Institute for Plant Biotechnology, Pusa Campus, New Delhi 110012 India.
| |
Collapse
|
2
|
Xing JX, Luo AJ, Wang XH, Ding Q, Yang L, Li WF. Identification of U6 Promoter and Establishment of Gene-Editing System in Larix kaempferi (Lamb.) Carr. PLANTS (BASEL, SWITZERLAND) 2024; 14:45. [PMID: 39795305 PMCID: PMC11722980 DOI: 10.3390/plants14010045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2024] [Revised: 12/22/2024] [Accepted: 12/25/2024] [Indexed: 01/13/2025]
Abstract
This study aimed to establish a CRISPR/Cas9 gene-editing system for Larix kaempferi (Lamb.) Carr. (Japanese larch). We screened L. kaempferi U6 promoters and used them to drive sgRNA expression in the CRISPR/Cas9 gene-editing system. The L. kaempferi embryogenic callus was used as the receptor material for genetic transformation, and the frequency and types of gene editing were then analyzed. The results showed various mutations in the transgenic materials, including base substitutions and deletions, and the editing frequency ranged from 5% to 14.29%. In summary, we established a CRISPR/Cas9 gene-editing system for L. kaempferi. Our results demonstrate that the CRISPR/Cas9 system can efficiently edit genes in L. kaempferi, with significantly higher editing frequencies observed when sgRNA expression is driven by endogenous LaU6 promoters compared to the exogenous promoter ProAtU6-26. This work provides technical support for the study of L. kaempferi gene functions and genetic improvement.
Collapse
Affiliation(s)
- Jun-Xia Xing
- State Key Laboratory of Tree Genetics and Breeding, College of Forestry, Northeast Forestry University, Harbin 150040, China;
- State Key Laboratory of Tree Genetics and Breeding, Key Laboratory of Tree Breeding and Cultivation of the National Forestry and Grassland Administration, Research Institute of Forestry, Chinese Academy of Forestry, Beijing 100091, China; (A.-J.L.); (X.-H.W.)
| | - Ao-Jie Luo
- State Key Laboratory of Tree Genetics and Breeding, Key Laboratory of Tree Breeding and Cultivation of the National Forestry and Grassland Administration, Research Institute of Forestry, Chinese Academy of Forestry, Beijing 100091, China; (A.-J.L.); (X.-H.W.)
| | - Xin-Hao Wang
- State Key Laboratory of Tree Genetics and Breeding, Key Laboratory of Tree Breeding and Cultivation of the National Forestry and Grassland Administration, Research Institute of Forestry, Chinese Academy of Forestry, Beijing 100091, China; (A.-J.L.); (X.-H.W.)
| | - Qi Ding
- Life Science and Technology Center, China National Seed Group Co., Ltd., Wuhan 430073, China;
| | - Ling Yang
- State Key Laboratory of Tree Genetics and Breeding, College of Forestry, Northeast Forestry University, Harbin 150040, China;
- College of Forestry, Beijing Forestry University, Beijing 100083, China
| | - Wan-Feng Li
- State Key Laboratory of Tree Genetics and Breeding, Key Laboratory of Tree Breeding and Cultivation of the National Forestry and Grassland Administration, Research Institute of Forestry, Chinese Academy of Forestry, Beijing 100091, China; (A.-J.L.); (X.-H.W.)
| |
Collapse
|
3
|
Nanasato Y, Kawabe H, Ueno S, Konagaya KI, Endo M, Taniguchi T. Improvement of genome editing efficiency by Cas9 codon optimization in Japanese cedar ( Cryptomeria japonica D. Don). PLANT BIOTECHNOLOGY (TOKYO, JAPAN) 2024; 41:335-344. [PMID: 40083578 PMCID: PMC11897717 DOI: 10.5511/plantbiotechnology.24.0709a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 07/09/2024] [Indexed: 03/16/2025]
Abstract
Japanese cedar or sugi (Cryptomeria japonica D. Don) is among the most important plantation conifers in Japan, occupying 12% of the total land area in the country. We have successfully established a CRISPR/Cas9-based genome editing system in C. japonica. However, in practical use, we encountered problems of low efficiency when generating biallelic mutations, i.e., target gene knockouts. As part of our efforts to improve efficiency, we codon-optimized the Cas9 gene, evaluated by the genome editing efficiency of CjChl I, a gene encoding a chlorophyll biosynthesis enzyme. As a result, our codon-optimized SpCas9, named CjSpCas9, performed the highest genome editing efficiency of two targets (t4, t1+t2). Specifically, the biallelic disruption efficiency of the CjChl I with CjSpCas9 was 1.8-fold higher than that of the SpCas9 gene optimized for Arabidopsis thaliana (AtSpCas9) and 2.0-fold higher than that of the SpCas9 gene optimized for Orysa sativa (OsSpCas9) for t4, respectively. For t1+t2, the efficiency was 4.9-fold higher than that of AtSpCas9 and 1.4-fold higher than that of OsSpCas9, respectively. Our western blotting analysis proved that the Cas9 protein accumulation increased upon codon frequency optimization. We concluded that the observed efficiency improvement was due to the increased Cas9 protein quantity. The efficient genome editing system we report here would accelerate molecular breeding in conifers.
Collapse
Affiliation(s)
- Yoshihiko Nanasato
- Forest Bio-Research Center, Forestry and Forest Products Research Institute (FFPRI), Forest Research and Management Organization (FRMO), 3809-1 Ishi, Juo, Hitachi, Ibaraki 319-1301, Japan
| | - Harunori Kawabe
- Forest Bio-Research Center, Forestry and Forest Products Research Institute (FFPRI), Forest Research and Management Organization (FRMO), 3809-1 Ishi, Juo, Hitachi, Ibaraki 319-1301, Japan
| | - Saneyoshi Ueno
- Department of Forest Molecular Genetics and Biotechnology, FFPRI, FRMO, 1 Matsunosato, Tsukuba, Ibaraki 305-8687, Japan
| | - Ken-ichi Konagaya
- Forest Bio-Research Center, Forestry and Forest Products Research Institute (FFPRI), Forest Research and Management Organization (FRMO), 3809-1 Ishi, Juo, Hitachi, Ibaraki 319-1301, Japan
| | - Masaki Endo
- Institute of Agrobiological Sciences, National Agriculture and Food Research Organization, 1-2 Owashi, Tsukuba, Ibaraki 305-8634, Japan
| | - Toru Taniguchi
- Forest Bio-Research Center, Forestry and Forest Products Research Institute (FFPRI), Forest Research and Management Organization (FRMO), 3809-1 Ishi, Juo, Hitachi, Ibaraki 319-1301, Japan
| |
Collapse
|
4
|
Jiang W, Deng F, Babla M, Chen C, Yang D, Tong T, Qin Y, Chen G, Marchant B, Soltis P, Soltis DE, Zeng F, Chen ZH. Efficient gene editing of a model fern species through gametophyte-based transformation. PLANT PHYSIOLOGY 2024; 196:2346-2361. [PMID: 39268871 PMCID: PMC11638000 DOI: 10.1093/plphys/kiae473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 08/12/2024] [Accepted: 08/12/2024] [Indexed: 09/15/2024]
Abstract
The clustered regularly interspaced short palindromic repeats (CRISPR)/CRISPR-associated nuclease (Cas) system allows precise and easy editing of genes in many plant species. However, this system has not yet been applied to any fern species through gametophytes due to the complex characteristics of fern genomes, genetics, and physiology. Here, we established a protocol for gametophyte-based screening of single-guide RNAs (sgRNAs) with high efficiency for CRISPR/Cas9-mediated gene knockout in a model fern species, Ceratopteris richardii. We utilized the C. richardii ACTIN promoter to drive sgRNA expression and the enhanced CaMV 35S promoter to drive the expression of Streptococcus pyogenes Cas9 in this CRISPR-mediated editing system, which was employed to successfully edit a few genes, such as Nucleotidase/phosphatase 1 (CrSAL1) and Phytoene Desaturase (CrPDS), which resulted in an albino phenotype in C. richardii. Knockout of CrSAL1 resulted in significantly (P < 0.05) reduced stomatal conductance (gs), leaf transpiration rate (E), guard cell length, and abscisic acid (ABA)-induced reactive oxygen species (ROS) accumulation in guard cells. Moreover, CrSAL1 overexpressing plants showed significantly increased net photosynthetic rate (A), gs, and E as well as most of the stomatal traits and ABA-induced ROS production in guard cells compared to the wild-type (WT) plants. Taken together, our optimized CRISPR/Cas9 system provides a useful tool for functional genomics in a model fern species, allowing the exploration of fern gene functions for evolutionary biology, herbal medicine discovery, and agricultural applications.
Collapse
Affiliation(s)
- Wei Jiang
- MARA Key Laboratory of Sustainable Crop Production in the Middle Reaches of the Yangtze River, College of Agriculture, Yangtze University, Jingzhou 434025, China
- School of Science, Western Sydney University, Penrith, NSW 2751, Australia
- Xianghu Laboratory, Hangzhou 311231, China
| | - Fenglin Deng
- MARA Key Laboratory of Sustainable Crop Production in the Middle Reaches of the Yangtze River, College of Agriculture, Yangtze University, Jingzhou 434025, China
- Hubei Hongshan Laboratory, Wuhan 430070, China
| | - Mohammad Babla
- School of Science, Western Sydney University, Penrith, NSW 2751, Australia
| | - Chen Chen
- School of Science, Western Sydney University, Penrith, NSW 2751, Australia
| | - Dongmei Yang
- School of Science, Western Sydney University, Penrith, NSW 2751, Australia
- School of Tropical Agriculture and Forestry, Hainan University, Danzhou, 571737, China
| | - Tao Tong
- MARA Key Laboratory of Sustainable Crop Production in the Middle Reaches of the Yangtze River, College of Agriculture, Yangtze University, Jingzhou 434025, China
| | - Yuan Qin
- MARA Key Laboratory of Sustainable Crop Production in the Middle Reaches of the Yangtze River, College of Agriculture, Yangtze University, Jingzhou 434025, China
| | - Guang Chen
- Institute of Digital Agriculture, Zhejiang Academy of Agricultural Science, Hangzhou 310021, China
| | - Blaine Marchant
- Department of Biology, University of Missouri—St. Louis, St. Louis, MO 63121, USA
| | - Pamela Soltis
- Department of Biology, University of Florida, Gainesville, FL 32611, USA
| | | | - Fanrong Zeng
- MARA Key Laboratory of Sustainable Crop Production in the Middle Reaches of the Yangtze River, College of Agriculture, Yangtze University, Jingzhou 434025, China
| | - Zhong-Hua Chen
- School of Science, Western Sydney University, Penrith, NSW 2751, Australia
- Hawkesbury Institute for the Environment, Western Sydney University, Penrith, NSW 2751, Australia
| |
Collapse
|
5
|
Ma M, Zhang C, Yu L, Yang J, Li C. CRISPR/Cas9 ribonucleoprotein mediated DNA-free genome editing in larch. FORESTRY RESEARCH 2024; 4:e036. [PMID: 39552837 PMCID: PMC11564729 DOI: 10.48130/forres-0024-0033] [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: 09/04/2024] [Revised: 10/07/2024] [Accepted: 10/24/2024] [Indexed: 11/19/2024]
Abstract
Here, a DNA-free genetic editing approach is presented for larch by delivering ribonucleoprotein complexes (RNPs) of CRISPR/Cas9 through particle bombardment. The detailed procedure encompasses creating a transgenic system via particle bombardment for the transformation of embryogenic callus, validating the functionality of RNPs, optimizing coating and delivery techniques, enhancing somatic embryo maturation, regenerating plantlets, and precisely identifying mutants. The optimal particle bombardment parameters were determined at 1,100 psi and a distance of 9 cm and the editing efficiency of the targets was verified in vitro. Subsequently, the RNPs were transferred into the embryogenic callus. Mutant plants were obtained in targets 1 and target 2. The efficiencies of obtaining albino somatic embryos were 1.423% and 2.136%, respectively. A DNA-free particle bombardment transformation method suitable for larch has been established. The present study demonstrates that the DNA-free editing technology has been successfully implemented in larch. This method can achieve targeted genome editing in the larch genome, avoiding the risks of genomic integration and the lengthy breeding cycles associated with traditional transgenic methods. Moreover, it may be widely applicable for producing genome-edited conifer plants and holds great promise for commercialization.
Collapse
Affiliation(s)
- Miaomiao Ma
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin 150040, China
| | - Chan Zhang
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin 150040, China
| | - Lijing Yu
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin 150040, China
| | - Jingli Yang
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin 150040, China
| | - Chenghao Li
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin 150040, China
| |
Collapse
|
6
|
Rymarquis L, Wu C, Hohorst D, Vega‐Sanchez M, Mullen TE, Vemulapalli V, Smith DR. Impact of predictive selection of LbCas12a CRISPR RNAs upon on- and off-target editing rates in soybean. PLANT DIRECT 2024; 8:e627. [PMID: 39157758 PMCID: PMC11328349 DOI: 10.1002/pld3.627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Revised: 07/09/2024] [Accepted: 07/20/2024] [Indexed: 08/20/2024]
Abstract
Clustered regularly interspaced short palindromic repeats (CRISPR) technology has revolutionized creating targeted genetic variation in crops. Although CRISPR enzymes have been reported to have high sequence-specificity, careful design of the editing reagents can also reduce unintended edits at highly homologous sites. This work details the first large-scale study of the heritability of on-target edits and the rate of edits at off-target sites in soybean (Glycine max), assaying ~700 T1 plants each resulting from transformation with LbCas12a constructs containing CRISPR RNAs (crRNAs) predicted to be either "unique" with no off-target sites or "promiscuous" with >10 potential off-targets in the soybean genome. Around 80% of the on-target edits observed in T0 plants were inherited in the T1 generation, and ~49% of the total observed on-target edits in T1 were not observed at T0, indicating continued activity of LbCas12a throughout the life cycle of the plant. In planta editing at off-target sites was observed for the Promiscuous but not the Unique crRNA. Examination of the edited off-target sites revealed that LbCas12a was highly tolerant to mismatches between the crRNA and target site in bases 21-23 relative to the start of the protospacer, but even a single mismatch in the first 20 nt drastically reduced the editing rate. In addition, edits at off-target sites have lower inheritance rates than on-target edits, suggesting that they occur later in the plant's lifecycle. Plants with a desired on-target edit and no off-target edits could be identified in the T1 generation for 100% of the T0 plants edited with the Unique crRNA compared with the 65% of T0 plants edited with the Promiscuous crRNA. This confirms that proper crRNA selection can reduce or eliminate off-target editing. Even when potential off-target sites are predicted, plants containing only the intended edits can still be identified and propagated.
Collapse
Affiliation(s)
| | - Chenxi Wu
- Bayer Crop ScienceChesterfieldMissouriUSA
| | | | | | | | | | | |
Collapse
|
7
|
Zhao H, Zhang J, Zhao J, Niu S. Genetic transformation in conifers: current status and future prospects. FORESTRY RESEARCH 2024; 4:e010. [PMID: 39524432 PMCID: PMC11524282 DOI: 10.48130/forres-0024-0007] [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: 12/11/2023] [Revised: 01/30/2024] [Accepted: 02/28/2024] [Indexed: 11/16/2024]
Abstract
Genetic transformation has been a cornerstone in plant molecular biology research and molecular design breeding, facilitating innovative approaches for the genetic improvement of trees with long breeding cycles. Despite the profound ecological and economic significance of conifers in global forestry, the application of genetic transformation in this group has been fraught with challenges. Nevertheless, genetic transformation has achieved notable advances in certain conifer species, while these advances are confined to specific genotypes, they offer valuable insights for technological breakthroughs in other species. This review offers an in-depth examination of the progress achieved in the genetic transformation of conifers. This discussion encompasses various factors, including expression vector construction, gene-delivery methods, and regeneration systems. Additionally, the hurdles encountered in the pursuit of a universal model for conifer transformation are discussed, along with the proposal of potential strategies for future developments. This comprehensive overview seeks to stimulate further research and innovation in this crucial field of forest biotechnology.
Collapse
Affiliation(s)
- Huanhuan Zhao
- State Key Laboratory of Tree Genetics and Breeding, State Key Laboratory of Efficient Production of Forest Resources, National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Biotechnology, Beijing Forestry University, Beijing 100083, China
| | - Jinfeng Zhang
- State Key Laboratory of Tree Genetics and Breeding, State Key Laboratory of Efficient Production of Forest Resources, National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Biotechnology, Beijing Forestry University, Beijing 100083, China
| | - Jian Zhao
- State Key Laboratory of Tree Genetics and Breeding, State Key Laboratory of Efficient Production of Forest Resources, National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Biotechnology, Beijing Forestry University, Beijing 100083, China
| | - Shihui Niu
- State Key Laboratory of Tree Genetics and Breeding, State Key Laboratory of Efficient Production of Forest Resources, National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Biotechnology, Beijing Forestry University, Beijing 100083, China
| |
Collapse
|
8
|
Sato R, Nanasato Y, Takata N, Nagano S, Fukatsu E, Fujino T, Yamaguchi K, Moriguchi Y, Shigenobu S, Suzuki Y, Kasahara M, Ueno S. Efficient selection of a biallelic and nonchimeric gene-edited tree using Oxford Nanopore Technologies sequencing. TREE PHYSIOLOGY 2024; 44:tpad158. [PMID: 38145493 DOI: 10.1093/treephys/tpad158] [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: 06/19/2023] [Accepted: 12/12/2023] [Indexed: 12/27/2023]
Abstract
The clustered regularly interspaced short palindromic repeats (CRISPR)/CRISPR-associated protein 9 nuclease system is a versatile and essential biotechnological tool in the life sciences that allows efficient genome editing. When generating gene-edited trees, T0-generation plants are often used for subsequent analysis because of the time that is required to obtain the desired mutants via crossing. However, T0-generation plants exhibit various unexpected mutations, which emphasizes the need to identify mutants with expected mutation patterns. The two critical checkpoints in this process are to confirm the expected mutation patterns in both alleles and to exclude somatic chimeric plants. In this study, we generated gene-edited Cryptomeria japonica plants and established a method to determine chimerism and mutation patterns using fragment analysis and Oxford Nanopore Technologies (ONT)-based amplicon sequencing. In the first screening, fragment analysis, i.e., indel detection via amplicon analysis, was used to predict indel mutation patterns in both alleles and to discriminate somatic chimeric plants in 188 candidate mutants. In the second screening, we precisely determined the mutation patterns and chimerism in the mutants using ONT-based amplicon sequencing, where confirmation of both alleles can be achieved using allele-specific markers flanking the single guide RNA target site. In the present study, a bioinformatic analysis procedure was developed and provided for the rapid and accurate determination of DNA mutation patterns using ONT-based amplicon sequencing. As ONT amplicon sequencing has a low running cost compared with other long-read analysis methods, such as PacBio, it is a powerful tool in plant genetics and biotechnology to select gene-edited plants with expected indel patterns in the T0-generation.
Collapse
Affiliation(s)
- Ryosuke Sato
- Forest Bio-Research Center, Forestry and Forest Products Research Institute, Forest Research and Management Organization, 3809-1 Ishi, Juo, Hitachi, Ibaraki 319-1301, Japan
| | - Yoshihiko Nanasato
- Forest Bio-Research Center, Forestry and Forest Products Research Institute, Forest Research and Management Organization, 3809-1 Ishi, Juo, Hitachi, Ibaraki 319-1301, Japan
| | - Naoki Takata
- Forest Bio-Research Center, Forestry and Forest Products Research Institute, Forest Research and Management Organization, 3809-1 Ishi, Juo, Hitachi, Ibaraki 319-1301, Japan
| | - Soichiro Nagano
- Forest Tree Breeding Center, Forestry and Forest Products Research Institute, Forest Research and Management Organization, 3809-1 Ishi, Juo, Hitachi, Ibaraki 319-1301, Japan
| | - Eitaro Fukatsu
- Forest Tree Breeding Center, Forestry and Forest Products Research Institute, Forest Research and Management Organization, 3809-1 Ishi, Juo, Hitachi, Ibaraki 319-1301, Japan
| | - Takeshi Fujino
- Graduate School of Frontier Sciences, The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8561, Japan
| | - Katushi Yamaguchi
- Trans-Scale Biology Center, National Institute for Basic Biology, 38 Nishigonaka, Myodaiji, Okazaki, Aichi 444-8585, Japan
| | - Yoshinari Moriguchi
- Faculty of Agriculture, Niigata University, 8050 Ikarashi 2-Nocho, Nishi-ku, Niigata 950-2181, Japan
| | - Shuji Shigenobu
- Trans-Scale Biology Center, National Institute for Basic Biology, 38 Nishigonaka, Myodaiji, Okazaki, Aichi 444-8585, Japan
| | - Yutaka Suzuki
- Graduate School of Frontier Sciences, The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8561, Japan
| | - Masahiro Kasahara
- Graduate School of Frontier Sciences, The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8561, Japan
| | - Saneyoshi Ueno
- Department of Forest Molecular Genetics and Biotechnology, Forestry and Forest Products Research Institute, Forest Research and Management Organization, 1 Matsunosato, Tsukuba, Ibaraki 305-8687, Japan
| |
Collapse
|
9
|
Saini H, Thakur R, Gill R, Tyagi K, Goswami M. CRISPR/Cas9-gene editing approaches in plant breeding. GM CROPS & FOOD 2023; 14:1-17. [PMID: 37725519 PMCID: PMC10512805 DOI: 10.1080/21645698.2023.2256930] [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: 03/06/2023] [Accepted: 09/05/2023] [Indexed: 09/21/2023]
Abstract
CRISPR/Cas9 gene editing system is recently developed robust genome editing technology for accelerating plant breeding. Various modifications of this editing system have been established for adaptability in plant varieties as well as for its improved efficiency and portability. This review provides an in-depth look at the various strategies for synthesizing gRNAs for efficient delivery in plant cells, including chemical synthesis and in vitro transcription. It also covers traditional analytical tools and emerging developments in detection methods to analyze CRISPR/Cas9 mediated mutation in plant breeding. Additionally, the review outlines the various analytical tools which are used to detect and analyze CRISPR/Cas9 mediated mutations, such as next-generation sequencing, restriction enzyme analysis, and southern blotting. Finally, the review discusses emerging detection methods, including digital PCR and qPCR. Hence, CRISPR/Cas9 has great potential for transforming agriculture and opening avenues for new advancements in the system for gene editing in plants.
Collapse
Affiliation(s)
- Himanshu Saini
- School of Applied Natural Science, Adama Science and Technology University, Adama, Ethiopia
- School of Agriculture, Forestry & Fisheries, Himgiri Zee University, Dehradun, Uttarakhand, India
| | - Rajneesh Thakur
- Department of Plant Pathology, Dr Yashwant Singh Parmar University of Horticulture and Forestry, Nauni, Solan, Himachal Pradesh, India
| | - Rubina Gill
- Department of Agronomy, School of Agriculture, Lovely professional university, Phagwara, Punjab, India
| | - Kalpana Tyagi
- Division of Genetics and Tree Improvement, Forest Research Institute, Dehradun, Uttarakhand, India
| | - Manika Goswami
- Department of Fruit Science, Dr Yashwant Singh Parmar University of Horticulture and Forestry, Nauni, Solan, Himachal Pradesh, India
| |
Collapse
|
10
|
Nishiguchi M, Futamura N, Endo M, Mikami M, Toki S, Katahata SI, Ohmiya Y, Konagaya KI, Nanasato Y, Taniguchi T, Maruyama TE. CRISPR/Cas9-mediated disruption of CjACOS5 confers no-pollen formation on sugi trees (Cryptomeria japonica D. Don). Sci Rep 2023; 13:11779. [PMID: 37479866 PMCID: PMC10361980 DOI: 10.1038/s41598-023-38339-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 07/06/2023] [Indexed: 07/23/2023] Open
Abstract
Sugi (Cryptomeria japonica D. Don) is an economically important coniferous tree in Japan. However, abundant sugi pollen grains are dispersed and transported by the wind each spring and cause a severe pollen allergy syndrome (Japanese cedar pollinosis). The use of pollen-free sugi that cannot produce pollen has been thought as a countermeasure to Japanese cedar pollinosis. The sugi CjACOS5 gene is an ortholog of Arabidopsis ACOS5 and rice OsACOS12, which encode an acyl-CoA synthetase that is involved in the synthesis of sporopollenin in pollen walls. To generate pollen-free sugi, we mutated CjACOS5 using the CRISPR/Cas9 system. As a result of sugi transformation mediated by Agrobacterium tumefaciens harboring the CjACOS5-targeted CRISPR/Cas9 vector, 1 bp-deleted homo biallelic mutant lines were obtained. Chimeric mutant lines harboring both mutant and wild-type CjACOS5 genes were also generated. The homo biallelic mutant lines had no-pollen in male strobili, whereas chimeric mutant lines had male strobili with or without pollen grains. Our results suggest that CjACOS5 is essential for the production of pollen in sugi and that its disruption is useful for the generation of pollen-free sugi. In addition to conventional transgenic technology, genome editing technology, including CRISPR/Cas9, can confer new traits on sugi.
Collapse
Affiliation(s)
- Mitsuru Nishiguchi
- Department of Forest Molecular Genetics and Biotechnology, Forestry and Forest Products Research Institute (FFPRI), 1 Matsunosato, Tsukuba, Ibaraki, 305-8687, Japan.
| | - Norihiro Futamura
- Department of Forest Molecular Genetics and Biotechnology, Forestry and Forest Products Research Institute (FFPRI), 1 Matsunosato, Tsukuba, Ibaraki, 305-8687, Japan
| | - Masaki Endo
- Institute of Agrobiological Sciences, National Agriculture and Food Research Organization (NARO), 1-2 Owashi, Tsukuba, Ibaraki, 305-8634, Japan
- Graduate School of Nanobioscience, Yokohama City University, 22-2 Seto, Kanazawa-ku, Yokohama, Kanagawa, 236-0027, Japan
| | - Masafumi Mikami
- Institute of Agrobiological Sciences, National Agriculture and Food Research Organization (NARO), 1-2 Owashi, Tsukuba, Ibaraki, 305-8634, Japan
| | - Seiichi Toki
- Institute of Agrobiological Sciences, National Agriculture and Food Research Organization (NARO), 1-2 Owashi, Tsukuba, Ibaraki, 305-8634, Japan
- Graduate School of Nanobioscience, Yokohama City University, 22-2 Seto, Kanazawa-ku, Yokohama, Kanagawa, 236-0027, Japan
- Department of Plant Life Science, Faculty of Agriculture, Ryukoku University, 1-5 Yokotani, Seta Oe-cho, Otsu, Shiga, 520-2194, Japan
- Kihara Institute for Biological Research, Yokohama City University, 641-12 Maioka-cho, Totsuka-ku, Yokohama, Kanagawa, 244-0813, Japan
| | - Shin-Ichiro Katahata
- Faculty of Applied Biological Sciences, Gifu University, Yanagido 1-1, Gifu, 501-1193, Japan
| | - Yasunori Ohmiya
- Extension and International Cooperation Department, Forest Tree Breeding Center, Forestry and Forest Products Research Institute (FFPRI), 3809-1 Ishi, Juo, Hitachi, Ibaraki, 319-1301, Japan
| | - Ken-Ichi Konagaya
- Forest Bio-Research Center, Forestry and Forest Products Research Institute (FFPRI), 3809-1 Ishi, Juo, Hitachi, Ibaraki, 319-1301, Japan
| | - Yoshihiko Nanasato
- Forest Bio-Research Center, Forestry and Forest Products Research Institute (FFPRI), 3809-1 Ishi, Juo, Hitachi, Ibaraki, 319-1301, Japan
| | - Toru Taniguchi
- Forest Bio-Research Center, Forestry and Forest Products Research Institute (FFPRI), 3809-1 Ishi, Juo, Hitachi, Ibaraki, 319-1301, Japan
| | - Tsuyoshi Emilio Maruyama
- Department of Forest Molecular Genetics and Biotechnology, Forestry and Forest Products Research Institute (FFPRI), 1 Matsunosato, Tsukuba, Ibaraki, 305-8687, Japan
| |
Collapse
|
11
|
Liu H, Li J, Gong P, He C. The origin and evolution of carpels and fruits from an evo-devo perspective. JOURNAL OF INTEGRATIVE PLANT BIOLOGY 2023; 65:283-298. [PMID: 36031801 DOI: 10.1111/jipb.13351] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Accepted: 08/24/2022] [Indexed: 06/15/2023]
Abstract
The flower is an evolutionary innovation in angiosperms that drives the evolution of biodiversity. The carpel is integral to a flower and develops into fruits after fertilization, while the perianth, consisting of the calyx and corolla, is decorative to facilitate pollination and protect the internal organs, including the carpels and stamens. Therefore, the nature of flower origin is carpel and stamen origin, which represents one of the greatest and fundamental unresolved issues in plant evolutionary biology. Here, we briefly summarize the main progress and key genes identified for understanding floral development, focusing on the origin and development of the carpels. Floral ABC models have played pioneering roles in elucidating flower development, but remain insufficient for resolving flower and carpel origin. The genetic basis for carpel origin and subsequent diversification leading to fruit diversity also remains elusive. Based on current research progress and technological advances, simplified floral models and integrative evolutionary-developmental (evo-devo) strategies are proposed for elucidating the genetics of carpel origin and fruit evolution. Stepwise birth of a few master regulatory genes and subsequent functional diversification might play a pivotal role in these evolutionary processes. Among the identified transcription factors, AGAMOUS (AG) and CRABS CLAW (CRC) may be the two core regulatory genes for carpel origin as they determine carpel organ identity, determinacy, and functionality. Therefore, a comparative identification of their protein-protein interactions and downstream target genes between flowering and non-flowering plants from an evo-devo perspective may be primary projects for elucidating carpel origin and development.
Collapse
Affiliation(s)
- Hongyan Liu
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Jun Li
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Pichang Gong
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China
| | - Chaoying He
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
- The Innovative Academy of Seed Design, Chinese Academy of Sciences, Beijing, 100101, China
| |
Collapse
|
12
|
Kor SD, Chowdhury N, Keot AK, Yogendra K, Chikkaputtaiah C, Sudhakar Reddy P. RNA Pol III promoters-key players in precisely targeted plant genome editing. Front Genet 2023; 13:989199. [PMID: 36685866 PMCID: PMC9845283 DOI: 10.3389/fgene.2022.989199] [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: 07/08/2022] [Accepted: 11/15/2022] [Indexed: 01/05/2023] Open
Abstract
The clustered regularly interspaced short palindrome repeat (CRISPR)/CRISPR-associated protein Cas) system is a powerful and highly precise gene-editing tool in basic and applied research for crop improvement programs. CRISPR/Cas tool is being extensively used in plants to improve crop yield, quality, and nutritional value and make them tolerant to environmental stresses. CRISPR/Cas system consists of a Cas protein with DNA endonuclease activity and one CRISPR RNA transcript that is processed to form one or several short guide RNAs that direct Cas9 to the target DNA sequence. The expression levels of Cas proteins and gRNAs significantly influence the editing efficiency of CRISPR/Cas-mediated genome editing. This review focuses on insights into RNA Pol III promoters and their types that govern the expression levels of sgRNA in the CRISPR/Cas system. We discussed Pol III promoters structural and functional characteristics and their comparison with Pol II promoters. Further, the use of synthetic promoters to increase the targeting efficiency and overcome the structural, functional, and expressional limitations of RNA Pol III promoters has been discussed. Our review reports various studies that illustrate the use of endogenous U6/U3 promoters for improving editing efficiency in plants and the applicative approach of species-specific RNA pol III promoters for genome editing in model crops like Arabidopsis and tobacco, cereals, legumes, oilseed, and horticultural crops. We further highlight the significance of optimizing these species-specific promoters' systematic identification and validation for crop improvement and biotic and abiotic stress tolerance through CRISPR/Cas mediated genome editing.
Collapse
Affiliation(s)
- Sakshi Dharmendra Kor
- International Crops Research Institute for the Semi-Arid Tropics, Hyderabad, Telangana, India
| | - Naimisha Chowdhury
- Biological Sciences and Technology Division, CSIR-North East Institute of Science and Technology (CSIR-NEIST), Jorhat, Assam, India
| | - Ajay Kumar Keot
- Biological Sciences and Technology Division, CSIR-North East Institute of Science and Technology (CSIR-NEIST), Jorhat, Assam, India,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Kalenahalli Yogendra
- International Crops Research Institute for the Semi-Arid Tropics, Hyderabad, Telangana, India
| | - Channakeshavaiah Chikkaputtaiah
- Biological Sciences and Technology Division, CSIR-North East Institute of Science and Technology (CSIR-NEIST), Jorhat, Assam, India,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Palakolanu Sudhakar Reddy
- International Crops Research Institute for the Semi-Arid Tropics, Hyderabad, Telangana, India,*Correspondence: Palakolanu Sudhakar Reddy, ,
| |
Collapse
|
13
|
Ye S, Ding W, Bai W, Lu J, Zhou L, Ma X, Zhu Q. Application of a novel strong promoter from Chinese fir ( Cunninghamia lanceolate) in the CRISPR/Cas mediated genome editing of its protoplasts and transgenesis of rice and poplar. FRONTIERS IN PLANT SCIENCE 2023; 14:1179394. [PMID: 37152166 PMCID: PMC10157052 DOI: 10.3389/fpls.2023.1179394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Accepted: 03/27/2023] [Indexed: 05/09/2023]
Abstract
Novel constitutive promoters are essential for plant biotechnology. Although in angiosperms, a number of promoters were applied in monocots or dicots genetic engineering, only a few promoters were used in gymnosperm. Here we identified two strong promoters (Cula11 and Cula08) from Chinese fir (C. lanceolate) by screening the transcriptomic data and preliminary promoter activity assays in tobacco. By using the newly established Chinese fir protoplast transient expression technology that enables in vivo molecular biology studies in its homologous system, we compared the activities of Cula11 and Cula08 with that of the commonly used promoters in genetic engineering of monocots or dicots, such as CaM35S, CmYLCV, and ZmUbi, and our results revealed that Cula11 and Cula08 promoters have stronger activities in Chinese fir protoplasts. Furthermore, the vector containing Cas gene driven by Cula11 promoter and sgRNA driven by the newly isolated CulaU6b polyIII promoters were introduced into Chinese fir protoplasts, and CRISPR/Cas mediated gene knock-out event was successfully achieved. More importantly, compared with the commonly used promoters in the genetic engineering in angiosperms, Cula11 promoter has much stronger activity than CaM35S promoter in transgenic poplar, and ZmUbi promoter in transgenic rice, respectively, indicating its potential application in poplar and rice genetic engineering. Overall, the novel putative constitutive gene promoters reported here will have great potential application in gymnosperm and angiosperm biotechnology, and the transient gene expression system established here will serve as a useful tool for the molecular and genetic analyses of Chinese fir genes.
Collapse
Affiliation(s)
| | | | | | | | | | | | - Qiang Zhu
- *Correspondence: Xiangqing Ma, ; Qiang Zhu,
| |
Collapse
|
14
|
Ma J, Chen X, Han F, Song Y, Zhou B, Nie Y, Li Y, Niu S. The long road to bloom in conifers. FORESTRY RESEARCH 2022; 2:16. [PMID: 39525411 PMCID: PMC11524297 DOI: 10.48130/fr-2022-0016] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Accepted: 11/16/2022] [Indexed: 11/16/2024]
Abstract
More than 600 species of conifers (phylum Pinophyta) serve as the backbone of the Earth's terrestrial plant community and play key roles in global carbon and water cycles. Although coniferous forests account for a large fraction of global wood production, their productivity relies largely on the use of genetically improved seeds. However, acquisition of such seeds requires recurrent selection and testing of genetically superior parent trees, eventually followed by the establishment of a seed orchard to produce the improved seeds. The breeding cycle for obtaining the next generation of genetically improved seeds can be significantly lengthened when a target species has a long juvenile period. Therefore, development of methods for diminishing the juvenile phase is a cost-effective strategy for shortening breeding cycle in conifers. The molecular regulatory programs associated with the reproductive transition and annual reproductive cycle of conifers are modulated by environmental cues and endogenous developmental signals. Mounting evidence indicates that an increase in global average temperature seriously threatens plant productivity, but how conifers respond to the ever-changing natural environment has yet to be fully characterized. With the breakthrough of assembling and annotating the giant genome of conifers, identification of key components in the regulatory cascades that control the vegetative to reproductive transition is imminent. However, comparison of the signaling pathways that control the reproductive transition in conifers and the floral transition in Arabidopsis has revealed many differences. Therefore, a more complete understanding of the underlying regulatory mechanisms that control the conifer reproductive transition is of paramount importance. Here, we review our current understanding of the molecular basis for reproductive regulation, highlight recent discoveries, and review new approaches for molecular research on conifers.
Collapse
Affiliation(s)
- Jingjing Ma
- Zhejiang Provincial Key Laboratory of Germplasm Innovation and Utilization for Garden Plants, College of Landscape and Architecture, Zhejiang Agriculture and Forestry University, Hangzhou 311300, Zhejiang, PR China
| | - Xi Chen
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, Beijing 100083, PR China
| | - Fangxu Han
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, Beijing 100083, PR China
| | - Yitong Song
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, Beijing 100083, PR China
| | - Biao Zhou
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, Beijing 100083, PR China
| | - Yumeng Nie
- Research Institute of Forestry, Chinese Academy of Forestry, Beijing 100091, PR China
| | - Yue Li
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, Beijing 100083, PR China
| | - Shihui Niu
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, Beijing 100083, PR China
| |
Collapse
|
15
|
Nielsen UB, Hansen CB, Hansen U, Johansen VK, Egertsdotter U. Accumulated effects of factors determining plant development from somatic embryos of Abies nordmanniana and Abies bornmuelleriana. FRONTIERS IN PLANT SCIENCE 2022; 13:989484. [PMID: 36311146 PMCID: PMC9608518 DOI: 10.3389/fpls.2022.989484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 09/16/2022] [Indexed: 06/16/2023]
Abstract
Despite a much later inception of somatic embryogenesis (SE) propagation protocols for gymnosperms than for angiosperm species, SE is becoming increasingly important due to its applications for commercial forestry. For many conifers, there are however still major bottlenecks in the SE plant production process limiting the use of SE for forestry operations, Christmas tree production and research projects. In the present case study, the effects on plant growth from different cultural factors applied during the SE developmental process were studied in two conifer species of high value for Christmas tree production. Seven clones of Abies nordmanniana and two clones of Abies bornmuelleriana were included in the study. Accumulated effects from cultural treatments were recorded from the start of germination of mature embryos of different quality scores through development into plants in the third growing period. Experimental factors of the cultural treatments included were: germination temperature, germination time, light conditions, survival ex vitro and traits for plant growth and vitality. The results reveal that most of the studied experimental factors influenced plant growth during the first three years however their relative importance was different. Plant survival rate at end of the nursery stage was strongly impacted by germination temperature (p<0.001), initial embryo score (p=0.007), clone (p<0.001) and to a lesser extend week of germination (p=0.017). This case-study highlights and quantifies the strong interrelation between the developmental steps of somatic embryogenesis and show the importance of considering all cultural steps when optimizing SE plant production protocols.
Collapse
Affiliation(s)
- Ulrik Braüner Nielsen
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Frederiksberg, Denmark
| | - Camilla Bülow Hansen
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Frederiksberg, Denmark
| | | | - Vivian Kvist Johansen
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Frederiksberg, Denmark
| | - Ulrika Egertsdotter
- Department of Forest Genetics and Plant Physiology, Umeå Plant Science Centre, Swedish University of Agricultural Sciences, Umeå, Sweden
- Renewable Bioproducts Institute, Georgia Institute of Technology, Atlanta, GA, United States
| |
Collapse
|
16
|
Conifer Biotechnology: An Overview. FORESTS 2022. [DOI: 10.3390/f13071061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
The peculiar characteristics of conifers determine the difficulty of their study and their great importance from various points of view. However, their study faces numerous important scientific, methodological, cultural, economic, social, and legal challenges. This paper presents an approach to several of those challenges and proposes a multidisciplinary scientific perspective that leads to a holistic understanding of conifers from the perspective of the latest technical, computer, and scientific advances. This review highlights the deep connection that all scientific contributions to conifers can have in each other as fully interrelated communicating vessels.
Collapse
|