1
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Winter MR, Taranto AP, Yimer HZ, Coomer Blundell A, Siddique S, Williamson VM, Lunt DH. Phased chromosome-scale genome assembly of an asexual, allopolyploid root-knot nematode reveals complex subgenomic structure. PLoS One 2024; 19:e0302506. [PMID: 38843263 PMCID: PMC11156385 DOI: 10.1371/journal.pone.0302506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 04/05/2024] [Indexed: 06/09/2024] Open
Abstract
We present the chromosome-scale genome assembly of the allopolyploid root-knot nematode Meloidogyne javanica. We show that the M. javanica genome is predominantly allotetraploid, comprising two subgenomes, A and B, that most likely originated from hybridisation of two ancestral parental species. The assembly was annotated using full-length non-chimeric transcripts, comparison to reference databases, and ab initio prediction techniques, and the subgenomes were phased using ancestral k-mer spectral analysis. Subgenome B appears to show fission of chromosomal contigs, and while there is substantial synteny between subgenomes, we also identified regions lacking synteny that may have diverged in the ancestral genomes prior to or following hybridisation. This annotated and phased genome assembly forms a significant resource for understanding the origins and genetics of these globally important plant pathogens.
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Affiliation(s)
- Michael R. Winter
- School of Natural Sciences, University of Hull, Hull, United Kingdom
| | - Adam P. Taranto
- Department of Plant Pathology, University of California Davis, Davis, CA, United States of America
| | - Henok Zemene Yimer
- Department of Entomology and Nematology, University of California Davis, Davis, CA, United States of America
| | - Alison Coomer Blundell
- Department of Plant Pathology, University of California Davis, Davis, CA, United States of America
| | - Shahid Siddique
- Department of Entomology and Nematology, University of California Davis, Davis, CA, United States of America
| | - Valerie M. Williamson
- Department of Plant Pathology, University of California Davis, Davis, CA, United States of America
| | - David H. Lunt
- School of Natural Sciences, University of Hull, Hull, United Kingdom
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2
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Hauer MA, Breusing C, Trembath-Reichert E, Huber JA, Beinart RA. Geography, not lifestyle, explains the population structure of free-living and host-associated deep-sea hydrothermal vent snail symbionts. MICROBIOME 2023; 11:106. [PMID: 37189129 DOI: 10.1186/s40168-023-01493-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Accepted: 02/11/2023] [Indexed: 05/17/2023]
Abstract
BACKGROUND Marine symbioses are predominantly established through horizontal acquisition of microbial symbionts from the environment. However, genetic and functional comparisons of free-living populations of symbionts to their host-associated counterparts are sparse. Here, we assembled the first genomes of the chemoautotrophic gammaproteobacterial symbionts affiliated with the deep-sea snail Alviniconcha hessleri from two separate hydrothermal vent fields of the Mariana Back-Arc Basin. We used phylogenomic and population genomic methods to assess sequence and gene content variation between free-living and host-associated symbionts. RESULTS Our phylogenomic analyses show that the free-living and host-associated symbionts of A. hessleri from both vent fields are populations of monophyletic strains from a single species. Furthermore, genetic structure and gene content analyses indicate that these symbiont populations are differentiated by vent field rather than by lifestyle. CONCLUSION Together, this work suggests that, despite the potential influence of host-mediated acquisition and release processes on horizontally transmitted symbionts, geographic isolation and/or adaptation to local habitat conditions are important determinants of symbiont population structure and intra-host composition. Video Abstract.
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Affiliation(s)
- Michelle A Hauer
- Graduate School of Oceanography, University of Rhode Island, Narragansett, RI, USA
| | - Corinna Breusing
- Graduate School of Oceanography, University of Rhode Island, Narragansett, RI, USA
| | | | - Julie A Huber
- Department of Marine Chemistry and Geochemistry, Woods Hole Oceanographic Institution, Woods Hole, Falmouth, MA, USA
| | - Roxanne A Beinart
- Graduate School of Oceanography, University of Rhode Island, Narragansett, RI, USA.
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3
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Luo J, Guan T, Chen G, Yu Z, Zhai H, Yan C, Luo H. SLHSD: hybrid scaffolding method based on short and long reads. Brief Bioinform 2023; 24:7152317. [PMID: 37141142 DOI: 10.1093/bib/bbad169] [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: 07/03/2022] [Revised: 01/08/2023] [Accepted: 04/12/2023] [Indexed: 05/05/2023] Open
Abstract
In genome assembly, scaffolding can obtain more complete and continuous scaffolds. Current scaffolding methods usually adopt one type of read to construct a scaffold graph and then orient and order contigs. However, scaffolding with the strengths of two or more types of reads seems to be a better solution to some tricky problems. Combining the advantages of different types of data is significant for scaffolding. Here, a hybrid scaffolding method (SLHSD) is present that simultaneously leverages the precision of short reads and the length advantage of long reads. Building an optimal scaffold graph is an important foundation for getting scaffolds. SLHSD uses a new algorithm that combines long and short read alignment information to determine whether to add an edge and how to calculate the edge weight in a scaffold graph. In addition, SLHSD develops a strategy to ensure that edges with high confidence can be added to the graph with priority. Then, a linear programming model is used to detect and remove remaining false edges in the graph. We compared SLHSD with other scaffolding methods on five datasets. Experimental results show that SLHSD outperforms other methods. The open-source code of SLHSD is available at https://github.com/luojunwei/SLHSD.
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Affiliation(s)
- Junwei Luo
- School of Software, Henan Polytechnic University, Jiaozuo 454003, China
| | - Ting Guan
- School of Software, Henan Polytechnic University, Jiaozuo 454003, China
| | - Guolin Chen
- School of Software, Henan Polytechnic University, Jiaozuo 454003, China
| | - Zhonghua Yu
- School of Software, Henan Polytechnic University, Jiaozuo 454003, China
| | - Haixia Zhai
- School of Software, Henan Polytechnic University, Jiaozuo 454003, China
| | - Chaokun Yan
- School of Computer and Information Engineering, Henan University, Kaifeng 475001, China
| | - Huimin Luo
- School of Computer and Information Engineering, Henan University, Kaifeng 475001, China
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4
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Zhang F, Qiu F, Zeng J, Xu Z, Tang Y, Zhao T, Gou Y, Su F, Wang S, Sun X, Xue Z, Wang W, Yang C, Zeng L, Lan X, Chen M, Zhou J, Liao Z. Revealing evolution of tropane alkaloid biosynthesis by analyzing two genomes in the Solanaceae family. Nat Commun 2023; 14:1446. [PMID: 36922496 PMCID: PMC10017790 DOI: 10.1038/s41467-023-37133-4] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 03/02/2023] [Indexed: 03/17/2023] Open
Abstract
Tropane alkaloids (TAs) are widely distributed in the Solanaceae, while some important medicinal tropane alkaloids (mTAs), such as hyoscyamine and scopolamine, are restricted to certain species/tribes in this family. Little is known about the genomic basis and evolution of TAs biosynthesis and specialization in the Solanaceae. Here, we present chromosome-level genomes of two representative mTAs-producing species: Atropa belladonna and Datura stramonium. Our results reveal that the two species employ a conserved biosynthetic pathway to produce mTAs despite being distantly related within the nightshade family. A conserved gene cluster combined with gene duplication underlies the wide distribution of TAs in this family. We also provide evidence that branching genes leading to mTAs likely have evolved in early ancestral Solanaceae species but have been lost in most of the lineages, with A. belladonna and D. stramonium being exceptions. Furthermore, we identify a cytochrome P450 that modifies hyoscyamine into norhyoscyamine. Our results provide a genomic basis for evolutionary insights into the biosynthesis of TAs in the Solanaceae and will be useful for biotechnological production of mTAs via synthetic biology approaches.
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Affiliation(s)
- Fangyuan Zhang
- State Key Laboratory of Silkworm Genome Biology, School of Life Sciences, Southwest University, Chongqing, 400715, China.,Integrative Science Center of Germplasm Creation in Western China (Chongqing) Science City & Southwest University, SWU-TAAHC Medicinal Plant Joint R&D Centre, Southwest University, Chongqing, 400715, China
| | - Fei Qiu
- State Key Laboratory of Silkworm Genome Biology, School of Life Sciences, Southwest University, Chongqing, 400715, China.,Integrative Science Center of Germplasm Creation in Western China (Chongqing) Science City & Southwest University, SWU-TAAHC Medicinal Plant Joint R&D Centre, Southwest University, Chongqing, 400715, China
| | - Junlan Zeng
- State Key Laboratory of Silkworm Genome Biology, School of Life Sciences, Southwest University, Chongqing, 400715, China.,Integrative Science Center of Germplasm Creation in Western China (Chongqing) Science City & Southwest University, SWU-TAAHC Medicinal Plant Joint R&D Centre, Southwest University, Chongqing, 400715, China
| | - Zhichao Xu
- Heilongjiang Key Laboratory of Plant Bioactive Substance Biosynthesis and Utilization, Northeast Forestry University, Harbin, Heilongjiang, 150040, China
| | - Yueli Tang
- State Key Laboratory of Silkworm Genome Biology, School of Life Sciences, Southwest University, Chongqing, 400715, China.,Integrative Science Center of Germplasm Creation in Western China (Chongqing) Science City & Southwest University, SWU-TAAHC Medicinal Plant Joint R&D Centre, Southwest University, Chongqing, 400715, China
| | - Tengfei Zhao
- State Key Laboratory of Silkworm Genome Biology, School of Life Sciences, Southwest University, Chongqing, 400715, China.,Integrative Science Center of Germplasm Creation in Western China (Chongqing) Science City & Southwest University, SWU-TAAHC Medicinal Plant Joint R&D Centre, Southwest University, Chongqing, 400715, China
| | - Yuqin Gou
- State Key Laboratory of Silkworm Genome Biology, School of Life Sciences, Southwest University, Chongqing, 400715, China.,Integrative Science Center of Germplasm Creation in Western China (Chongqing) Science City & Southwest University, SWU-TAAHC Medicinal Plant Joint R&D Centre, Southwest University, Chongqing, 400715, China
| | - Fei Su
- State Key Laboratory of Silkworm Genome Biology, School of Life Sciences, Southwest University, Chongqing, 400715, China.,Integrative Science Center of Germplasm Creation in Western China (Chongqing) Science City & Southwest University, SWU-TAAHC Medicinal Plant Joint R&D Centre, Southwest University, Chongqing, 400715, China
| | - Shiyi Wang
- State Key Laboratory of Silkworm Genome Biology, School of Life Sciences, Southwest University, Chongqing, 400715, China.,Integrative Science Center of Germplasm Creation in Western China (Chongqing) Science City & Southwest University, SWU-TAAHC Medicinal Plant Joint R&D Centre, Southwest University, Chongqing, 400715, China
| | - Xiuli Sun
- State Key Laboratory of Silkworm Genome Biology, School of Life Sciences, Southwest University, Chongqing, 400715, China.,Integrative Science Center of Germplasm Creation in Western China (Chongqing) Science City & Southwest University, SWU-TAAHC Medicinal Plant Joint R&D Centre, Southwest University, Chongqing, 400715, China
| | - Zheyong Xue
- Heilongjiang Key Laboratory of Plant Bioactive Substance Biosynthesis and Utilization, Northeast Forestry University, Harbin, Heilongjiang, 150040, China
| | - Weixing Wang
- College of Horticulture and Landscape Architecture, Southwest University, Chongqing, 400715, China
| | - Chunxian Yang
- State Key Laboratory of Silkworm Genome Biology, School of Life Sciences, Southwest University, Chongqing, 400715, China.,Integrative Science Center of Germplasm Creation in Western China (Chongqing) Science City & Southwest University, SWU-TAAHC Medicinal Plant Joint R&D Centre, Southwest University, Chongqing, 400715, China
| | - Lingjiang Zeng
- State Key Laboratory of Silkworm Genome Biology, School of Life Sciences, Southwest University, Chongqing, 400715, China.,Integrative Science Center of Germplasm Creation in Western China (Chongqing) Science City & Southwest University, SWU-TAAHC Medicinal Plant Joint R&D Centre, Southwest University, Chongqing, 400715, China
| | - Xiaozhong Lan
- TAAHC-SWU Medicinal Plant Joint R&D Centre, Tibetan Collaborative Innovation Centre of Agricultural and Animal Husbandry Resources, Xizang Agricultural and Animal Husbandry College, Nyingchi, Tibet, 860000, China
| | - Min Chen
- College of Pharmaceutical Sciences, Key Laboratory of Luminescent and Real-Time Analytical Chemistry (Ministry of Education), Southwest University, Chongqing, 400715, China
| | - Junhui Zhou
- State Key Laboratory of Dao-di Herbs, National Resource Center for Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China
| | - Zhihua Liao
- State Key Laboratory of Silkworm Genome Biology, School of Life Sciences, Southwest University, Chongqing, 400715, China. .,Integrative Science Center of Germplasm Creation in Western China (Chongqing) Science City & Southwest University, SWU-TAAHC Medicinal Plant Joint R&D Centre, Southwest University, Chongqing, 400715, China.
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5
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Bizic M, Brad T, Ionescu D, Barbu-Tudoran L, Zoccarato L, Aerts JW, Contarini PE, Gros O, Volland JM, Popa R, Ody J, Vellone D, Flot JF, Tighe S, Sarbu SM. Cave Thiovulum (Candidatus Thiovulum stygium) differs metabolically and genomically from marine species. THE ISME JOURNAL 2023; 17:340-353. [PMID: 36528730 PMCID: PMC9938260 DOI: 10.1038/s41396-022-01350-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 11/29/2022] [Accepted: 12/02/2022] [Indexed: 12/23/2022]
Abstract
Thiovulum spp. (Campylobacterota) are large sulfur bacteria that form veil-like structures in aquatic environments. The sulfidic Movile Cave (Romania), sealed from the atmosphere for ~5 million years, has several aqueous chambers, some with low atmospheric O2 (~7%). The cave's surface-water microbial community is dominated by bacteria we identified as Thiovulum. We show that this strain, and others from subsurface environments, are phylogenetically distinct from marine Thiovulum. We assembled a closed genome of the Movile strain and confirmed its metabolism using RNAseq. We compared the genome of this strain and one we assembled from public data from the sulfidic Frasassi caves to four marine genomes, including Candidatus Thiovulum karukerense and Ca. T. imperiosus, whose genomes we sequenced. Despite great spatial and temporal separation, the genomes of the Movile and Frasassi Thiovulum were highly similar, differing greatly from the very diverse marine strains. We concluded that cave Thiovulum represent a new species, named here Candidatus Thiovulum stygium. Based on their genomes, cave Thiovulum can switch between aerobic and anaerobic sulfide oxidation using O2 and NO3- as electron acceptors, the latter likely via dissimilatory nitrate reduction to ammonia. Thus, Thiovulum is likely important to both S and N cycles in sulfidic caves. Electron microscopy analysis suggests that at least some of the short peritrichous structures typical of Thiovulum are type IV pili, for which genes were found in all strains. These pili may play a role in veil formation, by connecting adjacent cells, and in the motility of these exceptionally fast swimmers.
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Affiliation(s)
- Mina Bizic
- Leibniz Institute for Freshwater Ecology and Inland Fisheries, IGB, Dep 3, Plankton and Microbial Ecology, Zur Alte Fischerhütte 2, OT Neuglobsow, 16775, Stechlin, Germany. .,Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Berlin, Germany.
| | - Traian Brad
- "Emil Racoviţă" Institute of Speleology, Clinicilor 5-7, 400006, Cluj-Napoca Romania, Romania.
| | - Danny Ionescu
- Leibniz Institute for Freshwater Ecology and Inland Fisheries, IGB, Dep 3, Plankton and Microbial Ecology, Zur Alte Fischerhütte 2, OT Neuglobsow, 16775, Stechlin, Germany. .,Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Berlin, Germany.
| | - Lucian Barbu-Tudoran
- grid.7399.40000 0004 1937 1397Center for Electron Microscopy, “Babeș-Bolyai” University, Clinicilor 5, 400006 Cluj-Napoca, Romania
| | - Luca Zoccarato
- Leibniz Institute for Freshwater Ecology and Inland Fisheries, IGB, Dep 3, Plankton and Microbial Ecology, Zur Alte Fischerhütte 2, OT Neuglobsow, 16775 Stechlin, Germany ,grid.5173.00000 0001 2298 5320Institute of Computational Biology, University of Natural Resources and Life Sciences, Gregor-Mendel-Straße 3, 31180 Vienna, Austria
| | - Joost W. Aerts
- grid.12380.380000 0004 1754 9227Department of Molecular Cell Physiology, Faculty of Earth and Life sciences, De Boelelaan 1085, 1081 HV Amsterdam, The Netherlands
| | - Paul-Emile Contarini
- Institut de Systématique, Evolution, Biodiversité (ISYEB), Muséum National d’Histoire Naturelle, CNRS, Sorbonne Université, EPHE, Université des Antilles, 97110 Pointe-à-Pitre, France ,Laboratory for Research in Complex Systems, Menlo Park, CA USA
| | - Olivier Gros
- Institut de Systématique, Evolution, Biodiversité (ISYEB), Muséum National d’Histoire Naturelle, CNRS, Sorbonne Université, EPHE, Université des Antilles, 97110 Pointe-à-Pitre, France
| | - Jean-Marie Volland
- Laboratory for Research in Complex Systems, Menlo Park, CA USA ,grid.184769.50000 0001 2231 4551Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, 94720 Berkeley, CA USA
| | - Radu Popa
- River Road Research, 62 Leslie St, Buffalo, NY 1421 USA
| | - Jessica Ody
- grid.4989.c0000 0001 2348 0746Evolutionary Biology and Ecology, Université libre de Bruxelles (ULB), C.P. 160/12, Avenue F.D. Roosevelt 50, 1050 Brussels, Belgium
| | - Daniel Vellone
- grid.59062.380000 0004 1936 7689Vermont Integrative Genomics Lab, University of Vermont Cancer Center, Health Science Research Facility, Burlington, Vermont, VT 05405 USA
| | - Jean-François Flot
- grid.4989.c0000 0001 2348 0746Evolutionary Biology and Ecology, Université libre de Bruxelles (ULB), C.P. 160/12, Avenue F.D. Roosevelt 50, 1050 Brussels, Belgium ,Interuniversity Institute of Bioinformatics in Brussels—(IB)², Brussels, Belgium
| | - Scott Tighe
- grid.59062.380000 0004 1936 7689Vermont Integrative Genomics Lab, University of Vermont Cancer Center, Health Science Research Facility, Burlington, Vermont, VT 05405 USA
| | - Serban M. Sarbu
- grid.501624.40000 0001 2260 1489“Emil Racoviţă” Institute of Speleology, Frumoasă 31-B, 010986 Bucureşti, Romania ,grid.253555.10000 0001 2297 1981Department of Biological Sciences, California State University, Chico, CA 95929 USA
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6
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Xiong B, Zhang L, Xie L, Li L, He X, Niu Y, Zhang T, Liao S, Dong S, Zhang Z. Genome of Lindera glauca provides insights into the evolution of biosynthesis genes for aromatic compounds. iScience 2022; 25:104761. [PMID: 35942100 PMCID: PMC9356283 DOI: 10.1016/j.isci.2022.104761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Revised: 04/27/2022] [Accepted: 07/10/2022] [Indexed: 11/20/2022] Open
Abstract
Lindera glauca is a crucial source of diverse industrial oil and medicines. The spicy aroma of tender leaves is caused by the presence of abundant aromatic compounds. Here, we present its chromosome-level genome assembly comprising 12 pseudochromosomes (2,092.2 Mb; scaffold N50: 186.5 Mb), which was predicted to have 65,145 protein-coding genes. Comparative genomic analyses indicated two whole-genome duplication (WGD) events in the Lauraceae family, contributing to the production of numerous terpene synthase (TPS) genes. We identified 138 TPS genes in L. glauca. Comparative transcriptomic analyses revealed high expression of genes Lg03G2346 and Lg08G140 in TPS-a and Lg07G2961 and Lg12G971 in TPS-b subfamilies, which regulated the biosynthesis of the monoterpenoid β-ocimene and sesquiterpenoid D-germacrene in L. glauca. The results suggested a molecular basis for species-specific terpenoid biosynthesis and provided a foundation for molecular breeding to produce desired characteristics and a valuable reference genome.
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Affiliation(s)
- Biao Xiong
- College of Tea Science, Guizhou University, Guiyang, China
- Beijing Forestry University, Beijing, China
| | | | - Lun Xie
- College of Tea Science, Guizhou University, Guiyang, China
| | - Linzhu Li
- Guizhou Academy of Testing and Analysis, Guiyang, China
| | | | - Yan Niu
- Wuhan Benagen Technology Co., Ltd
| | | | - Shuai Liao
- East China Normal University, Shanghai, China
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7
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Van Dingenen J, Garcia Mendez S, Beirinckx S, Vlaminck L, De Keyser A, Stuer N, Verschaete S, Clarysse A, Pannecoucque J, Rombauts S, Roldan-Ruiz I, Willems A, Goormachtig S. Flemish soils contain rhizobia partners for Northwestern Europe-adapted soybean cultivars. Environ Microbiol 2022; 24:3334-3354. [PMID: 35212122 DOI: 10.1111/1462-2920.15941] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 02/09/2022] [Accepted: 02/12/2022] [Indexed: 11/28/2022]
Abstract
In Europe, soybean (Glycine max) used for food and feed has to be imported, causing negative socioeconomic and environmental impacts. To increase the local production, breeding generated varieties that grow in colder climates, but the yield using the commercial inoculants is not satisfactory in Belgium because of variable nodulation efficiencies. To look for indigenous nodulating strains possibly adapted to the local environment, we initiated a nodulation trap by growing early-maturing cultivars under natural and greenhouse conditions in 107 garden soils in Flanders. Nodules occurred in 18 and 21 soils in the garden and greenhouse experiments respectively. By combining 16S rRNA PCR on single isolates with HiSeq 16S metabarcoding on nodules, we found a large bacterial richness and diversity from different soils. Furthermore, using Oxford Nanopore Technologies sequencing of DNA from one nodule, we retrieved the entire genome of a Bradyrhizobium species, not previously isolated, but profusely present in that nodule. These data highlight the need of combining diverse identification techniques to capture the true nodule rhizobial community. Eight selected rhizobial isolates were subdivided by whole-genome analysis in three genera containing six genetically distinct species that, except for two, aligned with known type strains and were all able to nodulate soybean in the laboratory.
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Affiliation(s)
- Judith Van Dingenen
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, 9052, Belgium
- Center for Plant Systems Biology, VIB, Ghent, 9052, Belgium
| | - Sonia Garcia Mendez
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, 9052, Belgium
- Center for Plant Systems Biology, VIB, Ghent, 9052, Belgium
- Department of Biochemistry and Microbiology, Faculty of Sciences, Ghent University, Ghent, 9000, Belgium
| | - Stien Beirinckx
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, 9052, Belgium
- Center for Plant Systems Biology, VIB, Ghent, 9052, Belgium
| | - Lena Vlaminck
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, 9052, Belgium
- Center for Plant Systems Biology, VIB, Ghent, 9052, Belgium
| | - Annick De Keyser
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, 9052, Belgium
- Center for Plant Systems Biology, VIB, Ghent, 9052, Belgium
| | - Naomi Stuer
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, 9052, Belgium
- Center for Plant Systems Biology, VIB, Ghent, 9052, Belgium
| | - Severine Verschaete
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, 9052, Belgium
- Center for Plant Systems Biology, VIB, Ghent, 9052, Belgium
| | - Alexander Clarysse
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, 9052, Belgium
- Center for Plant Systems Biology, VIB, Ghent, 9052, Belgium
| | - Joke Pannecoucque
- Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), Plant Sciences Unit, Merelbeke, 9820, Belgium
| | - Stephane Rombauts
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, 9052, Belgium
- Center for Plant Systems Biology, VIB, Ghent, 9052, Belgium
| | - Isabel Roldan-Ruiz
- Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), Plant Sciences Unit, Merelbeke, 9820, Belgium
| | - Anne Willems
- Department of Biochemistry and Microbiology, Faculty of Sciences, Ghent University, Ghent, 9000, Belgium
| | - Sofie Goormachtig
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, 9052, Belgium
- Center for Plant Systems Biology, VIB, Ghent, 9052, Belgium
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8
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Bonthala B, Small CS, Lutz MA, Graf A, Krebs S, Sepúlveda G, Stam R. ONT-Based Draft Genome Assembly and Annotation of Alternaria atra. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2021; 34:870-873. [PMID: 33779266 DOI: 10.1094/mpmi-01-21-0016-a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Species of Alternaria (phylum Ascomycota, family Pleosporaceae) are known as serious plant pathogens, causing major losses on a wide range of crops. Alternaria atra (previously known as Ulocladium atrum) can grow as a saprophyte on many hosts and causes Ulocladium blight on potato. It has been reported that it can also be used as a biocontrol agent against Botrytis cinerea. Here, we present a scaffold-level reference genome assembly for A. atra. The assembly contains 43 scaffolds with a total length of 39.62 Mbp, with scaffold N50 of 3,893,166 bp, L50 of 4, and the longest 10 scaffolds containing 89.9% of the assembled data. RNA-sequencing-guided gene prediction using BRAKER resulted in 12,173 protein-coding genes with their functional annotation. This first high-quality reference genome assembly and annotation for A. atra can be used as a resource for studying evolution in the highly complicated Alternaria genus and might help in understanding the mechanisms defining its role as pathogen or biocontrol agent.[Formula: see text] Copyright © 2021 The Author(s). This is an open access article distributed under the CC BY 4.0 International license.
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Affiliation(s)
- Bhawna Bonthala
- Chair of Phytopathology, School of Life Sciences Weihenstephan, Technical University of Munich, Freising, Germany
| | - Corinn S Small
- Chair of Phytopathology, School of Life Sciences Weihenstephan, Technical University of Munich, Freising, Germany
| | - Maximilian A Lutz
- Chair of Phytopathology, School of Life Sciences Weihenstephan, Technical University of Munich, Freising, Germany
| | - Alexander Graf
- Gene Centre Munich, Laboratory for Functional Genome Analysis, Ludwig-Maximilians-University, Munich, Germany
| | - Stefan Krebs
- Gene Centre Munich, Laboratory for Functional Genome Analysis, Ludwig-Maximilians-University, Munich, Germany
| | - German Sepúlveda
- Departmento de recursos Ambientales, Facultad de Ciencias Agronómicas, Universidad de Tarapacá, Arica, Chile
| | - Remco Stam
- Chair of Phytopathology, School of Life Sciences Weihenstephan, Technical University of Munich, Freising, Germany
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9
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Smith CA. Macrosynteny analysis between Lentinula edodes and Lentinula novae-zelandiae reveals signals of domestication in Lentinula edodes. Sci Rep 2021; 11:9845. [PMID: 33972587 PMCID: PMC8110776 DOI: 10.1038/s41598-021-89146-y] [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: 11/11/2020] [Accepted: 04/08/2021] [Indexed: 12/03/2022] Open
Abstract
The basidiomycete fungus Lentinula novae-zelandiae is endemic to New Zealand and is a sister taxon to Lentinula edodes, the second most cultivated mushroom in the world. To explore the biology of this organism, a high-quality chromosome level reference genome of L. novae-zelandiae was produced. Macrosyntenic comparisons between the genome assembly of L. novae-zelandiae, L. edodes and a set of three genome assemblies of diverse species from the Agaricomycota reveal a high degree of macrosyntenic restructuring within L. edodes consistent with signal of domestication. These results show L. edodes has undergone significant genomic change during the course of its evolutionary history, likely a result of its cultivation and domestication over the last 1000 years.
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10
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Chueca LJ, Kochmann J, Schell T, Greve C, Janke A, Pfenninger M, Klimpel S. De novo Genome Assembly of the Raccoon Dog ( Nyctereutes procyonoides). Front Genet 2021; 12:658256. [PMID: 33995489 PMCID: PMC8117329 DOI: 10.3389/fgene.2021.658256] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 03/24/2021] [Indexed: 12/14/2022] Open
Affiliation(s)
- Luis J Chueca
- LOEWE-Centre for Translational Biodiversity Genomics (LOEWE-TBG), Senckenberg Nature Research Society, Frankfurt am Main, Germany.,Department of Zoology and Animal Cell Biology, University of the Basque Country (UPV-EHU), Vitoria-Gasteiz, Spain
| | - Judith Kochmann
- LOEWE-Centre for Translational Biodiversity Genomics (LOEWE-TBG), Senckenberg Nature Research Society, Frankfurt am Main, Germany.,Senckenberg Biodiversity and Climate Research Centre (SBiK-F), Frankfurt am Main, Germany
| | - Tilman Schell
- LOEWE-Centre for Translational Biodiversity Genomics (LOEWE-TBG), Senckenberg Nature Research Society, Frankfurt am Main, Germany
| | - Carola Greve
- LOEWE-Centre for Translational Biodiversity Genomics (LOEWE-TBG), Senckenberg Nature Research Society, Frankfurt am Main, Germany
| | - Axel Janke
- LOEWE-Centre for Translational Biodiversity Genomics (LOEWE-TBG), Senckenberg Nature Research Society, Frankfurt am Main, Germany.,Senckenberg Biodiversity and Climate Research Centre (SBiK-F), Frankfurt am Main, Germany.,Institute for Ecology, Evolution and Diversity, Goethe University, Frankfurt am Main, Germany
| | - Markus Pfenninger
- LOEWE-Centre for Translational Biodiversity Genomics (LOEWE-TBG), Senckenberg Nature Research Society, Frankfurt am Main, Germany.,Senckenberg Biodiversity and Climate Research Centre (SBiK-F), Frankfurt am Main, Germany.,Institute of Organismic and Molecular Evolution, Faculty of Biology, Johannes Gutenberg University, Mainz, Germany
| | - Sven Klimpel
- LOEWE-Centre for Translational Biodiversity Genomics (LOEWE-TBG), Senckenberg Nature Research Society, Frankfurt am Main, Germany.,Senckenberg Biodiversity and Climate Research Centre (SBiK-F), Frankfurt am Main, Germany.,Institute for Ecology, Evolution and Diversity, Goethe University, Frankfurt am Main, Germany
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11
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Luo J, Wei Y, Lyu M, Wu Z, Liu X, Luo H, Yan C. A comprehensive review of scaffolding methods in genome assembly. Brief Bioinform 2021; 22:6149347. [PMID: 33634311 DOI: 10.1093/bib/bbab033] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 01/21/2021] [Accepted: 01/22/2021] [Indexed: 12/20/2022] Open
Abstract
In the field of genome assembly, scaffolding methods make it possible to obtain a more complete and contiguous reference genome, which is the cornerstone of genomic research. Scaffolding methods typically utilize the alignments between contigs and sequencing data (reads) to determine the orientation and order among contigs and to produce longer scaffolds, which are helpful for genomic downstream analysis. With the rapid development of high-throughput sequencing technologies, diverse types of reads have emerged over the past decade, especially in long-range sequencing, which have greatly enhanced the assembly quality of scaffolding methods. As the number of scaffolding methods increases, biology and bioinformatics researchers need to perform in-depth analyses of state-of-the-art scaffolding methods. In this article, we focus on the difficulties in scaffolding, the differences in characteristics among various kinds of reads, the methods by which current scaffolding methods address these difficulties, and future research opportunities. We hope this work will benefit the design of new scaffolding methods and the selection of appropriate scaffolding methods for specific biological studies.
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Affiliation(s)
- Junwei Luo
- College of Computer Science and Technology, Henan Polytechnic University, Jiaozuo, China
| | - Yawei Wei
- College of Computer Science and Technology, Henan Polytechnic University, Jiaozuo, China
| | - Mengna Lyu
- College of Computer Science and Technology, Henan Polytechnic University, Jiaozuo, China
| | - Zhengjiang Wu
- College of Computer Science and Technology, Henan Polytechnic University, Jiaozuo, China
| | - Xiaoyan Liu
- College of Computer Science and Technology, Henan Polytechnic University, Jiaozuo, China
| | - Huimin Luo
- School of Computer and Information Engineering, Henan University, Kaifeng, China
| | - Chaokun Yan
- School of Computer and Information Engineering, Henan University, Kaifeng, China
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12
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Correction to: SLR: a scaffolding algorithm based on long reads and contig classification. BMC Bioinformatics 2020; 21:50. [PMID: 32039691 PMCID: PMC7011262 DOI: 10.1186/s12859-020-3362-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Following publication of the original article [1], the author reported that there is an error in the original article.
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Xu M, Guo L, Gu S, Wang O, Zhang R, Peters BA, Fan G, Liu X, Xu X, Deng L, Zhang Y. TGS-GapCloser: A fast and accurate gap closer for large genomes with low coverage of error-prone long reads. Gigascience 2020; 9:giaa094. [PMID: 32893860 PMCID: PMC7476103 DOI: 10.1093/gigascience/giaa094] [Citation(s) in RCA: 139] [Impact Index Per Article: 34.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Revised: 05/15/2020] [Accepted: 08/14/2020] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Analyses that use genome assemblies are critically affected by the contiguity, completeness, and accuracy of those assemblies. In recent years single-molecule sequencing techniques generating long-read information have become available and enabled substantial improvement in contig length and genome completeness, especially for large genomes (>100 Mb), although bioinformatic tools for these applications are still limited. FINDINGS We developed a software tool to close sequence gaps in genome assemblies, TGS-GapCloser, that uses low-depth (∼10×) long single-molecule reads. The algorithm extracts reads that bridge gap regions between 2 contigs within a scaffold, error corrects only the candidate reads, and assigns the best sequence data to each gap. As a demonstration, we used TGS-GapCloser to improve the scaftig NG50 value of 3 human genome assemblies by 24-fold on average with only ∼10× coverage of Oxford Nanopore or Pacific Biosciences reads, covering with sequence data up to 94.8% gaps with 97.7% positive predictive value. These improved assemblies achieve 99.998% (Q46) single-base accuracy with final inserted sequences having 99.97% (Q35) accuracy, despite the high raw error rate of single-molecule reads, enabling high-quality downstream analyses, including up to a 31-fold increase in the scaftig NGA50 and up to 13.1% more complete BUSCO genes. Additionally, we show that even in ultra-large genome assemblies, such as the ginkgo (∼12 Gb), TGS-GapCloser can cover 71.6% of gaps with sequence data. CONCLUSIONS TGS-GapCloser can close gaps in large genome assemblies using raw long reads quickly and cost-effectively. The final assemblies generated by TGS-GapCloser have improved contiguity and completeness while maintaining high accuracy. The software is available at https://github.com/BGI-Qingdao/TGS-GapCloser.
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Affiliation(s)
- Mengyang Xu
- BGI-Qingdao, BGI-Shenzhen, 2 Hengyunshan Road, West Coast New Area, Qingdao, 266426, China
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian District, Shenzhen, 518083, China
- BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian District, Shenzhen, 518083, China
| | - Lidong Guo
- BGI-Qingdao, BGI-Shenzhen, 2 Hengyunshan Road, West Coast New Area, Qingdao, 266426, China
- BGI Education Center, University of Chinese Academy of Sciences, Building 11, Beishan Industrial Zone, Yantian District, Shenzhen, 518083, China
| | - Shengqiang Gu
- BGI-Qingdao, BGI-Shenzhen, 2 Hengyunshan Road, West Coast New Area, Qingdao, 266426, China
- BGI Education Center, University of Chinese Academy of Sciences, Building 11, Beishan Industrial Zone, Yantian District, Shenzhen, 518083, China
| | - Ou Wang
- BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian District, Shenzhen, 518083, China
- MGI, BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian District, Shenzhen, 518083, China
| | - Rui Zhang
- BGI-Qingdao, BGI-Shenzhen, 2 Hengyunshan Road, West Coast New Area, Qingdao, 266426, China
| | - Brock A Peters
- BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian District, Shenzhen, 518083, China
- Complete Genomics Inc., 2904 Orchard Pkwy, San Jose, CA 95134, USA
| | - Guangyi Fan
- BGI-Qingdao, BGI-Shenzhen, 2 Hengyunshan Road, West Coast New Area, Qingdao, 266426, China
- BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian District, Shenzhen, 518083, China
| | - Xin Liu
- BGI-Qingdao, BGI-Shenzhen, 2 Hengyunshan Road, West Coast New Area, Qingdao, 266426, China
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian District, Shenzhen, 518083, China
- BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian District, Shenzhen, 518083, China
- China National GeneBank, BGI-Shenzhen, Jinsha Road, Dapeng New District, Shenzhen, 518120, China
| | - Xun Xu
- BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian District, Shenzhen, 518083, China
- China National GeneBank, BGI-Shenzhen, Jinsha Road, Dapeng New District, Shenzhen, 518120, China
| | - Li Deng
- BGI-Qingdao, BGI-Shenzhen, 2 Hengyunshan Road, West Coast New Area, Qingdao, 266426, China
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian District, Shenzhen, 518083, China
- BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian District, Shenzhen, 518083, China
| | - Yongwei Zhang
- BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian District, Shenzhen, 518083, China
- Complete Genomics Inc., 2904 Orchard Pkwy, San Jose, CA 95134, USA
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14
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Pu X, Li Z, Tian Y, Gao R, Hao L, Hu Y, He C, Sun W, Xu M, Peters RJ, Van de Peer Y, Xu Z, Song J. The honeysuckle genome provides insight into the molecular mechanism of carotenoid metabolism underlying dynamic flower coloration. THE NEW PHYTOLOGIST 2020; 227:930-943. [PMID: 32187685 PMCID: PMC7116227 DOI: 10.1111/nph.16552] [Citation(s) in RCA: 55] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Accepted: 03/12/2020] [Indexed: 05/12/2023]
Abstract
Lonicera japonica is a widespread member of the Caprifoliaceae (honeysuckle) family utilized in traditional medical practices. This twining vine honeysuckle also is a much-sought ornamental, in part due to its dynamic flower coloration, which changes from white to gold during development. The molecular mechanism underlying dynamic flower coloration in L. japonica was elucidated by integrating whole genome sequencing, transcriptomic analysis and biochemical assays. Here, we report a chromosome-level genome assembly of L. japonica, comprising nine pseudochromosomes with a total size of 843.2 Mb. We also provide evidence for a whole-genome duplication event in the lineage leading to L. japonica, which occurred after its divergence from Dipsacales and Asterales. Moreover, gene expression analysis not only revealed correlated expression of the relevant biosynthetic genes with carotenoid accumulation, but also suggested a role for carotenoid degradation in L. japonica's dynamic flower coloration. The variation of flower color is consistent with not only the observed carotenoid accumulation pattern, but also with the release of volatile apocarotenoids that presumably serve as pollinator attractants. Beyond novel insights into the evolution and dynamics of flower coloration, the high-quality L. japonica genome sequence also provides a foundation for molecular breeding to improve desired characteristics.
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Affiliation(s)
- Xiangdong Pu
- Key Lab of Chinese Medicine Resources Conservation, State Administration of Traditional Chinese Medicine of the People’s Republic of China, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100193, China
| | - Zhen Li
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Ghent, Belgium
- Center for Plant Systems Biology, VIB, 9052 Ghent, Belgium
| | - Ya Tian
- Key Lab of Chinese Medicine Resources Conservation, State Administration of Traditional Chinese Medicine of the People’s Republic of China, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100193, China
| | - Ranran Gao
- Key Lab of Chinese Medicine Resources Conservation, State Administration of Traditional Chinese Medicine of the People’s Republic of China, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100193, China
| | - Lijun Hao
- Key Lab of Chinese Medicine Resources Conservation, State Administration of Traditional Chinese Medicine of the People’s Republic of China, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100193, China
| | - Yating Hu
- Key Lab of Chinese Medicine Resources Conservation, State Administration of Traditional Chinese Medicine of the People’s Republic of China, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100193, China
| | - Chunnian He
- Key Lab of Chinese Medicine Resources Conservation, State Administration of Traditional Chinese Medicine of the People’s Republic of China, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100193, China
- Engineering Research Center of Chinese Medicine Resource, Ministry of Education, Beijing 100193, China
| | - Wei Sun
- Key Laboratory of Beijing for Identification and Safety Evaluation of Chinese Medicine, China Academy of Chinese Medical Sciences, Institute of Chinese Materia Medica, Beijing 100700, China
| | - Meimei Xu
- Roy J. Carver Department of Biochemistry, Biophysics and Molecular Biology, Iowa State University, Ames, IA, 50011-1079, USA
| | - Reuben J. Peters
- Roy J. Carver Department of Biochemistry, Biophysics and Molecular Biology, Iowa State University, Ames, IA, 50011-1079, USA
| | - Yves Van de Peer
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Ghent, Belgium
- Center for Plant Systems Biology, VIB, 9052 Ghent, Belgium
- Centre for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria 0028, South Africa
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
| | - Zhichao Xu
- Key Lab of Chinese Medicine Resources Conservation, State Administration of Traditional Chinese Medicine of the People’s Republic of China, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100193, China
- Engineering Research Center of Chinese Medicine Resource, Ministry of Education, Beijing 100193, China
- Corresponding Authors: Jingyuan Song: , 86-10-57833199; Zhichao Xu: , 86-10-57833199
| | - Jingyuan Song
- Key Lab of Chinese Medicine Resources Conservation, State Administration of Traditional Chinese Medicine of the People’s Republic of China, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100193, China
- Engineering Research Center of Chinese Medicine Resource, Ministry of Education, Beijing 100193, China
- Yunnan Branch, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences, Peking Union Medical College, Jinghong 666100, China
- Corresponding Authors: Jingyuan Song: , 86-10-57833199; Zhichao Xu: , 86-10-57833199
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