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Tan H, Yu X, Tu Y, Zhang L. Humidity-Driven Soft Actuator Built up Layer-by-Layer and Theoretical Insight into Its Mechanism of Energy Conversion. J Phys Chem Lett 2019; 10:5542-5551. [PMID: 31475526 DOI: 10.1021/acs.jpclett.9b02249] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
An improved protocol is proposed for preparation of a humidity-sensitive soft actuator through the layer-by-layer assembling of weight-ratio-variable composites of sodium alginate (SA) and poly(vinyl alcohol) (PVA) into laminated structures. The design induces nonuniform hygroscopicity in the thickness direction and gives rise to strong interfacial interaction between layers, making the actuator have directional motility. A mathematical model reveals that the directional motion is driven by the chemical potential of humidity, and its energy conversion efficiency from humidity to mechanical work reaches 81.2% at 25 °C. By coating with CoCl2, the composite film of SA@PVA/CoCl2 can act as a warning sign that provides reminder information to prevent people from slipping or falling by a conspicuous red sign during a high-humidity environment. When the film is involved in a bidirectional switch, it is capable of turning on/off light-emitting diodes by humidity, showing promising potential in control over humidity-dependent devices.
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Affiliation(s)
- Huiyan Tan
- School of Chemistry and Molecular Engineering , East China Normal University , Shanghai 200241 , People's Republic of China
| | - Xiunan Yu
- School of Chemistry and Molecular Engineering , East China Normal University , Shanghai 200241 , People's Republic of China
| | - Yaqing Tu
- School of Chemistry and Molecular Engineering , East China Normal University , Shanghai 200241 , People's Republic of China
| | - Lidong Zhang
- School of Chemistry and Molecular Engineering , East China Normal University , Shanghai 200241 , People's Republic of China
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52
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Ou S, Chen J, Jiang N. Assessing genome assembly quality using the LTR Assembly Index (LAI). Nucleic Acids Res 2019; 46:e126. [PMID: 30107434 PMCID: PMC6265445 DOI: 10.1093/nar/gky730] [Citation(s) in RCA: 226] [Impact Index Per Article: 45.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2018] [Accepted: 07/31/2018] [Indexed: 12/15/2022] Open
Abstract
Assembling a plant genome is challenging due to the abundance of repetitive sequences, yet no standard is available to evaluate the assembly of repeat space. LTR retrotransposons (LTR-RTs) are the predominant interspersed repeat that is poorly assembled in draft genomes. Here, we propose a reference-free genome metric called LTR Assembly Index (LAI) that evaluates assembly continuity using LTR-RTs. After correcting for LTR-RT amplification dynamics, we show that LAI is independent of genome size, genomic LTR-RT content, and gene space evaluation metrics (i.e., BUSCO and CEGMA). By comparing genomic sequences produced by various sequencing techniques, we reveal the significant gain of assembly continuity by using long-read-based techniques over short-read-based methods. Moreover, LAI can facilitate iterative assembly improvement with assembler selection and identify low-quality genomic regions. To apply LAI, intact LTR-RTs and total LTR-RTs should contribute at least 0.1% and 5% to the genome size, respectively. The LAI program is freely available on GitHub: https://github.com/oushujun/LTR_retriever.
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Affiliation(s)
- Shujun Ou
- Department of Horticulture, Michigan State University, East Lansing, MI 48824, USA.,Program in Ecology, Evolutionary Biology and Behavior, Michigan State University, East Lansing, MI 48824, USA
| | - Jinfeng Chen
- Department of Plant Pathology and Microbiology, University of California, Riverside, CA 92507, USA
| | - Ning Jiang
- Department of Horticulture, Michigan State University, East Lansing, MI 48824, USA.,Program in Ecology, Evolutionary Biology and Behavior, Michigan State University, East Lansing, MI 48824, USA
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53
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Colle M, Leisner CP, Wai CM, Ou S, Bird KA, Wang J, Wisecaver JH, Yocca AE, Alger EI, Tang H, Xiong Z, Callow P, Ben-Zvi G, Brodt A, Baruch K, Swale T, Shiue L, Song GQ, Childs KL, Schilmiller A, Vorsa N, Buell CR, VanBuren R, Jiang N, Edger PP. Haplotype-phased genome and evolution of phytonutrient pathways of tetraploid blueberry. Gigascience 2019; 8:5304886. [PMID: 30715294 PMCID: PMC6423372 DOI: 10.1093/gigascience/giz012] [Citation(s) in RCA: 114] [Impact Index Per Article: 22.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2018] [Revised: 12/18/2018] [Accepted: 01/18/2019] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND Highbush blueberry (Vaccinium corymbosum) has long been consumed for its unique flavor and composition of health-promoting phytonutrients. However, breeding efforts to improve fruit quality in blueberry have been greatly hampered by the lack of adequate genomic resources and a limited understanding of the underlying genetics encoding key traits. The genome of highbush blueberry has been particularly challenging to assemble due, in large part, to its polyploid nature and genome size. FINDINGS Here, we present a chromosome-scale and haplotype-phased genome assembly of the cultivar "Draper," which has the highest antioxidant levels among a diversity panel of 71 cultivars and 13 wild Vaccinium species. We leveraged this genome, combined with gene expression and metabolite data measured across fruit development, to identify candidate genes involved in the biosynthesis of important phytonutrients among other metabolites associated with superior fruit quality. Genome-wide analyses revealed that both polyploidy and tandem gene duplications modified various pathways involved in the biosynthesis of key phytonutrients. Furthermore, gene expression analyses hint at the presence of a spatial-temporal specific dominantly expressed subgenome including during fruit development. CONCLUSIONS These findings and the reference genome will serve as a valuable resource to guide future genome-enabled breeding of important agronomic traits in highbush blueberry.
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Affiliation(s)
- Marivi Colle
- Department of Horticulture, Michigan State University, 1066 Bogue Street, East Lansing, MI, 48824, USA.,MSU AgBioResearch, Michigan State University, 446 West Circle Drive, East Lansing, MI, 48824, USA
| | - Courtney P Leisner
- Department of Plant Biology, Michigan State University, 612 Wilson Road, East Lansing, MI, 48824 USA
| | - Ching Man Wai
- Department of Horticulture, Michigan State University, 1066 Bogue Street, East Lansing, MI, 48824, USA
| | - Shujun Ou
- Department of Horticulture, Michigan State University, 1066 Bogue Street, East Lansing, MI, 48824, USA.,Ecology, Evolutionary Biology and Behavior, Michigan State University, 293 Farm Lane, East Lansing, MI, 48824, USA
| | - Kevin A Bird
- Department of Horticulture, Michigan State University, 1066 Bogue Street, East Lansing, MI, 48824, USA.,Ecology, Evolutionary Biology and Behavior, Michigan State University, 293 Farm Lane, East Lansing, MI, 48824, USA
| | - Jie Wang
- Department of Plant Biology, Michigan State University, 612 Wilson Road, East Lansing, MI, 48824 USA.,Center for Genomics Enabled Plant Science, Michigan State University, 612 Wilson Road, East Lansing, MI, 48824, USA
| | - Jennifer H Wisecaver
- Department of Biochemistry, Purdue University, 175 South University Street, West Lafayette, IN, 47907, USA.,Purdue Center for Plant Biology, Purdue University, 610 Purdue Mall, West Lafayette, IN, 47907, USA
| | - Alan E Yocca
- Department of Horticulture, Michigan State University, 1066 Bogue Street, East Lansing, MI, 48824, USA.,Department of Plant Biology, Michigan State University, 612 Wilson Road, East Lansing, MI, 48824 USA
| | - Elizabeth I Alger
- Department of Horticulture, Michigan State University, 1066 Bogue Street, East Lansing, MI, 48824, USA
| | - Haibao Tang
- Human Longevity Inc., 4570 Executive Drive, San Diego, CA 92121, USA
| | - Zhiyong Xiong
- Key Laboratory of Herbage and Endemic Crop Biotechnology, School of Life Sciences, Inner Mongolia University, 221 Aimin Road, Hohhot, 010070, China
| | - Pete Callow
- Department of Horticulture, Michigan State University, 1066 Bogue Street, East Lansing, MI, 48824, USA
| | - Gil Ben-Zvi
- NRGene, 5 Golda Meir Street, Ness Ziona, 7403648, Israel
| | - Avital Brodt
- NRGene, 5 Golda Meir Street, Ness Ziona, 7403648, Israel
| | - Kobi Baruch
- NRGene, 5 Golda Meir Street, Ness Ziona, 7403648, Israel
| | - Thomas Swale
- Dovetail Genomics, 100 Enterprise Way, Scotts Valley, CA, 95066, USA
| | - Lily Shiue
- Dovetail Genomics, 100 Enterprise Way, Scotts Valley, CA, 95066, USA
| | - Guo-Qing Song
- Department of Horticulture, Michigan State University, 1066 Bogue Street, East Lansing, MI, 48824, USA
| | - Kevin L Childs
- Department of Plant Biology, Michigan State University, 612 Wilson Road, East Lansing, MI, 48824 USA.,Center for Genomics Enabled Plant Science, Michigan State University, 612 Wilson Road, East Lansing, MI, 48824, USA
| | - Anthony Schilmiller
- Mass Spectrometry & Metabolomics Core Facility, Michigan State University, 603 Wilson Road, East Lansing, MI, 48824, USA
| | - Nicholi Vorsa
- Department of Plant Biology, Rutgers University, 59 Dudley Road, New Brunswick, NJ, 08901, USA.,Philip E. Marucci Center for Blueberry and Cranberry Research and Extension, Rutgers University, 125A Lake Oswego Road, Chatsworth, NJ, 08019, USA
| | - C Robin Buell
- MSU AgBioResearch, Michigan State University, 446 West Circle Drive, East Lansing, MI, 48824, USA.,Department of Plant Biology, Michigan State University, 612 Wilson Road, East Lansing, MI, 48824 USA.,Plant Resilience Institute, Michigan State University, 612 Wilson Road, East Lansing, MI, 48824 USA
| | - Robert VanBuren
- Department of Horticulture, Michigan State University, 1066 Bogue Street, East Lansing, MI, 48824, USA.,Plant Resilience Institute, Michigan State University, 612 Wilson Road, East Lansing, MI, 48824 USA
| | - Ning Jiang
- Department of Horticulture, Michigan State University, 1066 Bogue Street, East Lansing, MI, 48824, USA.,Ecology, Evolutionary Biology and Behavior, Michigan State University, 293 Farm Lane, East Lansing, MI, 48824, USA
| | - Patrick P Edger
- Department of Horticulture, Michigan State University, 1066 Bogue Street, East Lansing, MI, 48824, USA.,MSU AgBioResearch, Michigan State University, 446 West Circle Drive, East Lansing, MI, 48824, USA.,Ecology, Evolutionary Biology and Behavior, Michigan State University, 293 Farm Lane, East Lansing, MI, 48824, USA
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54
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Genome-Wide Analysis of ROS Antioxidant Genes in Resurrection Species Suggest an Involvement of Distinct ROS Detoxification Systems during Desiccation. Int J Mol Sci 2019; 20:ijms20123101. [PMID: 31242611 PMCID: PMC6627786 DOI: 10.3390/ijms20123101] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Revised: 06/19/2019] [Accepted: 06/24/2019] [Indexed: 11/24/2022] Open
Abstract
Abiotic stress is one of the major threats to plant crop yield and productivity. When plants are exposed to stress, production of reactive oxygen species (ROS) increases, which could lead to extensive cellular damage and hence crop loss. During evolution, plants have acquired antioxidant defense systems which can not only detoxify ROS but also adjust ROS levels required for proper cell signaling. Ascorbate peroxidase (APX), glutathione peroxidase (GPX), catalase (CAT) and superoxide dismutase (SOD) are crucial enzymes involved in ROS detoxification. In this study, 40 putative APX, 28 GPX, 16 CAT, and 41 SOD genes were identified from genomes of the resurrection species Boea hygrometrica, Selaginella lepidophylla, Xerophyta viscosa, and Oropetium thomaeum, and the mesophile Selaginellamoellendorffii. Phylogenetic analyses classified the APX, GPX, and SOD proteins into five clades each, and CAT proteins into three clades. Using co-expression network analysis, various regulatory modules were discovered, mainly involving glutathione, that likely work together to maintain ROS homeostasis upon desiccation stress in resurrection species. These regulatory modules also support the existence of species-specific ROS detoxification systems. The results suggest molecular pathways that regulate ROS in resurrection species and the role of APX, GPX, CAT and SOD genes in resurrection species during stress.
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55
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Marks RA, Smith JJ, Cronk Q, Grassa CJ, McLetchie DN. Genome of the tropical plant Marchantia inflexa: implications for sex chromosome evolution and dehydration tolerance. Sci Rep 2019; 9:8722. [PMID: 31217536 PMCID: PMC6584576 DOI: 10.1038/s41598-019-45039-9] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Accepted: 05/29/2019] [Indexed: 01/29/2023] Open
Abstract
We present a draft genome assembly for the tropical liverwort, Marchantia inflexa, which adds to a growing body of genomic resources for bryophytes and provides an important perspective on the evolution and diversification of land plants. We specifically address questions related to sex chromosome evolution, sexual dimorphisms, and the genomic underpinnings of dehydration tolerance. This assembly leveraged the recently published genome of related liverwort, M. polymorpha, to improve scaffolding and annotation, aid in the identification of sex-linked sequences, and quantify patterns of sequence differentiation within Marchantia. We find that genes on sex chromosomes are under greater diversifying selection than autosomal and organellar genes. Interestingly, this is driven primarily by divergence of male-specific genes, while divergence of other sex-linked genes is similar to autosomal genes. Through analysis of sex-specific read coverage, we identify and validate genetic sex markers for M. inflexa, which will enable diagnosis of sex for non-reproductive individuals. To investigate dehydration tolerance, we capitalized on a difference between genetic lines, which allowed us to identify multiple dehydration associated genes two of which were sex-linked, suggesting that dehydration tolerance may be impacted by sex-specific genes.
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Affiliation(s)
- Rose A Marks
- Department of Biology, University of Kentucky, 101 Thomas Hunt Morgan Building, Lexington, KY, 40506, USA.
| | - Jeramiah J Smith
- Department of Biology, University of Kentucky, 101 Thomas Hunt Morgan Building, Lexington, KY, 40506, USA
| | - Quentin Cronk
- Department of Botany, University of British Columbia, 6270 University Boulevard, Vancouver, BC, V6T 1Z4, Canada
| | - Christopher J Grassa
- Department of Botany, University of British Columbia, 6270 University Boulevard, Vancouver, BC, V6T 1Z4, Canada
- Department of Organismic and Evolutionary Biology, Harvard University Herbaria, 22 Divinity Avenue, Cambridge, MA, 02138, USA
| | - D Nicholas McLetchie
- Department of Biology, University of Kentucky, 101 Thomas Hunt Morgan Building, Lexington, KY, 40506, USA
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56
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Li X, Liu S, Wang Q, Wu H, Wan Y. The effects of environmental light on the reorganization of chloroplasts in the resurrection of Selaginella tamariscina. PLANT SIGNALING & BEHAVIOR 2019; 14:1621089. [PMID: 31131691 PMCID: PMC6619936 DOI: 10.1080/15592324.2019.1621089] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Revised: 05/04/2019] [Accepted: 05/10/2019] [Indexed: 06/09/2023]
Abstract
Chloroplast repair and reorganization are crucial for the rehydration of resurrected plants. As one of the most important organelles in plant, photosynthesis takes place in chloroplasts. Meanwhile, light is important to the biosynthesis and activity regulation of chloroplasts. Here, we investigate the recovery of the chloroplasts and photosynthetic system in plant: Selaginella tamariscina under dark condition and environmental light (dark-light transition) condition. This study used the S. tamariscina grown in a culturing room, dehydrated S. tamariscina and S. tamariscina rehydrated in environmental light and dark conditions for 72 h as experimental material to measure and observed the chlorophyll content, chloroplast ultrastructure, photosynthesis, chlorophyll a fluorescence parameters. Specific leaf area and relative water content recovered in dark-rehydration conditions and were higher than those of light-rehydration, while dark-rehydration did not fully recover the chlorophyll content, net photosynthetic rate, water-use efficiency, nor the Fv/Fm. Dehydration did not destroy the chloroplast envelop, but increased the number of plastoglobules and disturbed the granum structure. As a homeochlorophyllous resurrection plant, reorganization, not the rebuilding of chloroplasts, occurs during the dehydration and rehydration processes in S. tamariscina. Environmental light signals play an important role in the recovery of photosynthetic systems.
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Affiliation(s)
- Xinyu Li
- College of Biological Sciences and Technology, Beijing Forestry University, Beijing, PR China
- Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresources, Institute of Tropical Agriculture and Forestry, Hainan University, Haikou, China
| | - Shuai Liu
- College of Biological Sciences and Technology, Beijing Forestry University, Beijing, PR China
- Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresources, Institute of Tropical Agriculture and Forestry, Hainan University, Haikou, China
| | - Qiaojun Wang
- College of Biological Sciences and Technology, Beijing Forestry University, Beijing, PR China
- Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresources, Institute of Tropical Agriculture and Forestry, Hainan University, Haikou, China
| | - Hongyang Wu
- College of Biological Sciences and Technology, Beijing Forestry University, Beijing, PR China
| | - Yinglang Wan
- College of Biological Sciences and Technology, Beijing Forestry University, Beijing, PR China
- Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresources, Institute of Tropical Agriculture and Forestry, Hainan University, Haikou, China
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57
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Genome-level responses to the environment: plant desiccation tolerance. Emerg Top Life Sci 2019; 3:153-163. [DOI: 10.1042/etls20180139] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2018] [Revised: 03/12/2019] [Accepted: 03/15/2019] [Indexed: 01/01/2023]
Abstract
Abstract
Plants being sessile organisms are well equipped genomically to respond to environmental stressors peculiar to their habitat. Evolution of plants onto land was enabled by the ability to tolerate extreme water loss (desiccation), a feature that has been retained within genomes but not universally expressed in most land plants today. In the majority of higher plants, desiccation tolerance (DT) is expressed only in reproductive tissues (seeds and pollen), but some 135 angiosperms display vegetative DT. Here, we review genome-level responses associated with DT, pointing out common and yet sometimes discrepant features, the latter relating to evolutionary adaptations to particular niches. Understanding DT can lead to the ultimate production of crops with greater tolerance of drought than is currently realized.
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58
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Mower JP, Ma P, Grewe F, Taylor A, Michael TP, VanBuren R, Qiu Y. Lycophyte plastid genomics: extreme variation in GC, gene and intron content and multiple inversions between a direct and inverted orientation of the rRNA repeat. THE NEW PHYTOLOGIST 2019; 222:1061-1075. [PMID: 30556907 PMCID: PMC6590440 DOI: 10.1111/nph.15650] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Accepted: 12/10/2018] [Indexed: 05/02/2023]
Abstract
Lycophytes are a key group for understanding vascular plant evolution. Lycophyte plastomes are highly distinct, indicating a dynamic evolutionary history, but detailed evaluation is hindered by the limited availability of sequences. Eight diverse plastomes were sequenced to assess variation in structure and functional content across lycophytes. Lycopodiaceae plastomes have remained largely unchanged compared with the common ancestor of land plants, whereas plastome evolution in Isoetes and especially Selaginella is highly dynamic. Selaginella plastomes have the highest GC content and fewest genes and introns of any photosynthetic land plant. Uniquely, the canonical inverted repeat was converted into a direct repeat (DR) via large-scale inversion in some Selaginella species. Ancestral reconstruction identified additional putative transitions between an inverted and DR orientation in Selaginella and Isoetes plastomes. A DR orientation does not disrupt the activity of copy-dependent repair to suppress substitution rates within repeats. Lycophyte plastomes include the most archaic examples among vascular plants and the most reconfigured among land plants. These evolutionary trends correlate with the mitochondrial genome, suggesting shared underlying mechanisms. Copy-dependent repair for DR-localized genes indicates that recombination and gene conversion are not inhibited by the DR orientation. Gene relocation in lycophyte plastomes occurs via overlapping inversions rather than transposase/recombinase-mediated processes.
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Affiliation(s)
- Jeffrey P. Mower
- Center for Plant Science InnovationUniversity of NebraskaLincolnNE68588USA
- Department of Agronomy and HorticultureUniversity of NebraskaLincolnNE68583USA
| | - Peng‐Fei Ma
- Center for Plant Science InnovationUniversity of NebraskaLincolnNE68588USA
- Germplasm Bank of Wild SpeciesKunming Institute of BotanyChinese Academy of SciencesKunmingYunnan650201China
| | - Felix Grewe
- Grainger Bioinformatics Center, Science and EducationField Museum of Natural HistoryChicagoIL60605USA
| | - Alex Taylor
- Department of Ecology and Evolutionary BiologyUniversity of MichiganAnn ArborMI48109USA
| | | | - Robert VanBuren
- Department of HorticultureMichigan State UniversityEast LansingMI48824USA
| | - Yin‐Long Qiu
- Department of Ecology and Evolutionary BiologyUniversity of MichiganAnn ArborMI48109USA
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59
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VanBuren R, Pardo J, Man Wai C, Evans S, Bartels D. Massive Tandem Proliferation of ELIPs Supports Convergent Evolution of Desiccation Tolerance across Land Plants. PLANT PHYSIOLOGY 2019; 179:1040-1049. [PMID: 30602492 PMCID: PMC6393792 DOI: 10.1104/pp.18.01420] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Accepted: 12/21/2018] [Indexed: 05/21/2023]
Abstract
Desiccation tolerance was a critical adaptation for the colonization of land by early nonvascular plants. Resurrection plants have maintained or rewired these ancestral protective mechanisms, and desiccation-tolerant species are dispersed across the land plant phylogeny. Although common physiological, biochemical, and molecular signatures are observed across resurrection plant lineages, features underlying the recurrent evolution of desiccation tolerance are unknown. Here we used a comparative approach to identify patterns of genome evolution and gene duplication associated with desiccation tolerance. We identified a single gene family with dramatic expansion in all sequenced resurrection plant genomes and no expansion in desiccation-sensitive species. This gene family of early light-induced proteins (ELIPs) expanded in resurrection plants convergent through repeated tandem gene duplication. ELIPs are universally highly expressed during desiccation in all surveyed resurrection plants and may play a role in protecting against photooxidative damage of the photosynthetic apparatus during prolonged dehydration. Photosynthesis is particularly sensitive to dehydration, and the increased abundance of ELIPs may help facilitate the rapid recovery observed for most resurrection plants. Together, these observations support convergent evolution of desiccation tolerance in land plants through tandem gene duplication.
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Affiliation(s)
- Robert VanBuren
- Department of Horticulture, Michigan State University, East Lansing, Michigan 48824
- Plant Resilience Institute, Michigan State University, East Lansing, Michigan 48824
| | - Jeremy Pardo
- Plant Resilience Institute, Michigan State University, East Lansing, Michigan 48824
- Department of Plant Biology, Michigan State University, East Lansing, Michigan 48824
| | - Ching Man Wai
- Department of Horticulture, Michigan State University, East Lansing, Michigan 48824
- Plant Resilience Institute, Michigan State University, East Lansing, Michigan 48824
| | - Sterling Evans
- Department of Horticulture, Michigan State University, East Lansing, Michigan 48824
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60
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VanBuren R, Man Wai C, Pardo J, Giarola V, Ambrosini S, Song X, Bartels D. Desiccation Tolerance Evolved through Gene Duplication and Network Rewiring in Lindernia. THE PLANT CELL 2018; 30:2943-2958. [PMID: 30361236 PMCID: PMC6354263 DOI: 10.1105/tpc.18.00517] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Revised: 10/02/2018] [Accepted: 10/23/2018] [Indexed: 05/21/2023]
Abstract
Although several resurrection plant genomes have been sequenced, the lack of suitable dehydration-sensitive outgroups has limited genomic insights into the origin of desiccation tolerance. Here, we utilized a comparative system of closely related desiccation-tolerant (Lindernia brevidens) and -sensitive (Lindernia subracemosa) species to identify gene- and pathway-level changes associated with the evolution of desiccation tolerance. The two high-quality Lindernia genomes we assembled are largely collinear, and over 90% of genes are conserved. L. brevidens and L. subracemosa have evidence of an ancient, shared whole-genome duplication event, and retained genes have neofunctionalized, with desiccation-specific expression in L. brevidens Tandem gene duplicates also are enriched in desiccation-associated functions, including a dramatic expansion of early light-induced proteins from 4 to 26 copies in L. brevidens A comparative differential gene coexpression analysis between L. brevidens and L. subracemosa supports extensive network rewiring across early dehydration, desiccation, and rehydration time courses. Many LATE EMBRYOGENESIS ABUNDANT genes show significantly higher expression in L. brevidens compared with their orthologs in L. subracemosa Coexpression modules uniquely upregulated during desiccation in L. brevidens are enriched with seed-specific and abscisic acid-associated cis-regulatory elements. These modules contain a wide array of seed-associated genes that have no expression in the desiccation-sensitive L. subracemosa Together, these findings suggest that desiccation tolerance evolved through a combination of gene duplications and network-level rewiring of existing seed desiccation pathways.
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Affiliation(s)
- Robert VanBuren
- Department of Horticulture, Michigan State University, East Lansing, Michigan 48824
- Plant Resilience Institute, Michigan State University, East Lansing, Michigan 48824
| | - Ching Man Wai
- Department of Horticulture, Michigan State University, East Lansing, Michigan 48824
- Plant Resilience Institute, Michigan State University, East Lansing, Michigan 48824
| | - Jeremy Pardo
- Plant Resilience Institute, Michigan State University, East Lansing, Michigan 48824
- Department of Plant Biology, Michigan State University, East Lansing, Michigan 48824
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61
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Roach MJ, Schmidt SA, Borneman AR. Purge Haplotigs: allelic contig reassignment for third-gen diploid genome assemblies. BMC Bioinformatics 2018; 19:460. [PMID: 30497373 PMCID: PMC6267036 DOI: 10.1186/s12859-018-2485-7] [Citation(s) in RCA: 531] [Impact Index Per Article: 88.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2018] [Accepted: 11/12/2018] [Indexed: 12/04/2022] Open
Abstract
Background Recent developments in third-gen long read sequencing and diploid-aware assemblers have resulted in the rapid release of numerous reference-quality assemblies for diploid genomes. However, assembly of highly heterozygous genomes is still problematic when regional heterogeneity is so high that haplotype homology is not recognised during assembly. This results in regional duplication rather than consolidation into allelic variants and can cause issues with downstream analysis, for example variant discovery, or haplotype reconstruction using the diploid assembly with unpaired allelic contigs. Results A new pipeline—Purge Haplotigs—was developed specifically for third-gen sequencing-based assemblies to automate the reassignment of allelic contigs, and to assist in the manual curation of genome assemblies. The pipeline uses a draft haplotype-fused assembly or a diploid assembly, read alignments, and repeat annotations to identify allelic variants in the primary assembly. The pipeline was tested on a simulated dataset and on four recent diploid (phased) de novo assemblies from third-generation long-read sequencing, and compared with a similar tool. After processing with Purge Haplotigs, haploid assemblies were less duplicated with minimal impact on genome completeness, and diploid assemblies had more pairings of allelic contigs. Conclusions Purge Haplotigs improves the haploid and diploid representations of third-gen sequencing based genome assemblies by identifying and reassigning allelic contigs. The implementation is fast and scales well with large genomes, and it is less likely to over-purge repetitive or paralogous elements compared to alignment-only based methods. The software is available at https://bitbucket.org/mroachawri/purge_haplotigs under a permissive MIT licence. Electronic supplementary material The online version of this article (10.1186/s12859-018-2485-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Michael J Roach
- The Australian Wine Research Institute, PO Box 197, Glen Osmond, SA, 5064, Australia.
| | - Simon A Schmidt
- The Australian Wine Research Institute, PO Box 197, Glen Osmond, SA, 5064, Australia
| | - Anthony R Borneman
- The Australian Wine Research Institute, PO Box 197, Glen Osmond, SA, 5064, Australia
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VanBuren R, Wai CM, Keilwagen J, Pardo J. A chromosome-scale assembly of the model desiccation tolerant grass Oropetium thomaeum. PLANT DIRECT 2018. [PMID: 31245697 DOI: 10.1101/378943] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
Oropetium thomaeum is an emerging model for desiccation tolerance and genome size evolution in grasses. A draft genome of Oropetium was recently sequenced, but the lack of a chromosome-scale assembly has hindered comparative analyses and downstream functional genomics. Here, we reassembled Oropetium, and anchored the genome into 10 chromosomes using high-throughput chromatin conformation capture (Hi-C) based chromatin interactions. A combination of high-resolution RNAseq data and homology-based gene prediction identified thousands of new, conserved gene models that were absent from the V1 assembly. This includes thousands of new genes with high expression across a desiccation timecourse. Comparison between the Sorghum and Oropetium genomes revealed a surprising degree of chromosome-level collinearity, and several chromosome pairs have near perfect synteny. Other chromosomes are collinear in the gene rich chromosome arms but have experienced pericentric translocations. Together, these resources will be useful for the grass-comparative genomic community and further establish Oropetium as a model resurrection plant.
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Affiliation(s)
- Robert VanBuren
- Department of Horticulture Michigan State University East Lansing Michigan
- Plant Resilience Institute Michigan State University East Lansing Michigan
| | - Ching Man Wai
- Department of Horticulture Michigan State University East Lansing Michigan
| | - Jens Keilwagen
- Institute for Biosafety in Plant Biotechnology Julius Kühn-Institut (JKI) - Federal Research Centre for Cultivated Plants Quedlinburg Germany
| | - Jeremy Pardo
- Department of Plant Biology Michigan State University East Lansing Michigan
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63
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VanBuren R, Wai CM, Keilwagen J, Pardo J. A chromosome-scale assembly of the model desiccation tolerant grass Oropetium thomaeum. PLANT DIRECT 2018; 2:e00096. [PMID: 31245697 PMCID: PMC6508818 DOI: 10.1002/pld3.96] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Revised: 10/17/2018] [Accepted: 10/18/2018] [Indexed: 05/19/2023]
Abstract
Oropetium thomaeum is an emerging model for desiccation tolerance and genome size evolution in grasses. A draft genome of Oropetium was recently sequenced, but the lack of a chromosome-scale assembly has hindered comparative analyses and downstream functional genomics. Here, we reassembled Oropetium, and anchored the genome into 10 chromosomes using high-throughput chromatin conformation capture (Hi-C) based chromatin interactions. A combination of high-resolution RNAseq data and homology-based gene prediction identified thousands of new, conserved gene models that were absent from the V1 assembly. This includes thousands of new genes with high expression across a desiccation timecourse. Comparison between the Sorghum and Oropetium genomes revealed a surprising degree of chromosome-level collinearity, and several chromosome pairs have near perfect synteny. Other chromosomes are collinear in the gene rich chromosome arms but have experienced pericentric translocations. Together, these resources will be useful for the grass-comparative genomic community and further establish Oropetium as a model resurrection plant.
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Affiliation(s)
- Robert VanBuren
- Department of HorticultureMichigan State UniversityEast LansingMichigan
- Plant Resilience InstituteMichigan State UniversityEast LansingMichigan
| | - Ching Man Wai
- Department of HorticultureMichigan State UniversityEast LansingMichigan
| | - Jens Keilwagen
- Institute for Biosafety in Plant BiotechnologyJulius Kühn‐Institut (JKI) – Federal Research Centre for Cultivated PlantsQuedlinburgGermany
| | - Jeremy Pardo
- Department of Plant BiologyMichigan State UniversityEast LansingMichigan
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64
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Hilhorst HWM, Costa MCD, Farrant JM. A Footprint of Plant Desiccation Tolerance. Does It Exist? MOLECULAR PLANT 2018; 11:1003-1005. [PMID: 30010024 DOI: 10.1016/j.molp.2018.07.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Revised: 07/10/2018] [Accepted: 07/10/2018] [Indexed: 05/28/2023]
Affiliation(s)
- Henk W M Hilhorst
- Laboratory of Plant Physiology, Wageningen University and Research, Droevendaalsesteeg 1, Wageningen 6708 PB, the Netherlands.
| | - Maria-Cecília D Costa
- Department of Molecular and Cell Biology, University of Cape Town, Private Bag, Rondebosch, Cape Town 7701, South Africa
| | - Jill M Farrant
- Department of Molecular and Cell Biology, University of Cape Town, Private Bag, Rondebosch, Cape Town 7701, South Africa
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65
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Xu Z, Xin T, Bartels D, Li Y, Gu W, Yao H, Liu S, Yu H, Pu X, Zhou J, Xu J, Xi C, Lei H, Song J, Chen S. Genome Analysis of the Ancient Tracheophyte Selaginella tamariscina Reveals Evolutionary Features Relevant to the Acquisition of Desiccation Tolerance. MOLECULAR PLANT 2018; 11:983-994. [PMID: 29777775 DOI: 10.1016/j.molp.2018.05.003] [Citation(s) in RCA: 86] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2018] [Revised: 04/30/2018] [Accepted: 05/07/2018] [Indexed: 05/18/2023]
Abstract
Resurrection plants, which are the "gifts" of natural evolution, are ideal models for studying the genetic basis of plant desiccation tolerance. Here, we report a high-quality genome assembly of 301 Mb for the diploid spike moss Selaginella tamariscina, a primitive vascular resurrection plant. We predicated 27 761 protein-coding genes from the assembled S. tamariscina genome, 11.38% (2363) of which showed significant expression changes in response to desiccation. Approximately 60.58% of the S. tamariscina genome was annotated as repetitive DNA, which is an almost 2-fold increase of that in the genome of desiccation-sensitive Selaginella moellendorffii. Genomic and transcriptomic analyses highlight the unique evolution and complex regulations of the desiccation response in S. tamariscina, including species-specific expansion of the oleosin and pentatricopeptide repeat gene families, unique genes and pathways for reactive oxygen species generation and scavenging, and enhanced abscisic acid (ABA) biosynthesis and potentially distinct regulation of ABA signaling and response. Comparative analysis of chloroplast genomes of several Selaginella species revealed a unique structural rearrangement and the complete loss of chloroplast NAD(P)H dehydrogenase (NDH) genes in S. tamariscina, suggesting a link between the absence of the NDH complex and desiccation tolerance. Taken together, our comparative genomic and transcriptomic analyses reveal common and species-specific desiccation tolerance strategies in S. tamariscina, providing significant insights into the desiccation tolerance mechanism and the evolution of resurrection plants.
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Affiliation(s)
- 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
| | - Tianyi Xin
- 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
| | - Dorothea Bartels
- Institute of Molecular Plant Physiology and Biotechnology of Plants (IMBIO), University of Bonn, Kirschallee 1, 53115 Bonn, Germany
| | - Ying Li
- 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
| | - Wei Gu
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Hui Yao
- 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
| | - Sai Liu
- 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
| | - Haoying Yu
- 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
| | - 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
| | - Jianguo Zhou
- 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
| | - Jiang Xu
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, China
| | - Caicai Xi
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Hetian Lei
- Schepens Eye Research Institute of Massachusetts Eye and Ear, Harvard Medical School, Boston, MA 02114, USA
| | - 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.
| | - Shilin Chen
- 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; Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, China.
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66
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Barker MS. A Gneato nuclear genome. NATURE PLANTS 2018; 4:63-64. [PMID: 29379154 DOI: 10.1038/s41477-018-0102-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Affiliation(s)
- Michael S Barker
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA.
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