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Xie Y, Thammavong HT, Berry LG, Huang CH, Park DS. Sex-dependent phenological responses to climate vary across species' ranges. Proc Natl Acad Sci U S A 2023; 120:e2306723120. [PMID: 37956437 PMCID: PMC10691327 DOI: 10.1073/pnas.2306723120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 09/27/2023] [Indexed: 11/15/2023] Open
Abstract
Anthropogenic climate change has significantly altered the flowering times (i.e., phenology) of plants worldwide, affecting their reproduction, survival, and interactions. Recent studies utilizing herbarium specimens have uncovered significant intra- and inter-specific variation in flowering phenology and its response to changes in climate but have mostly been limited to animal-pollinated species. Thus, despite their economic and ecological importance, variation in phenological responses to climate remain largely unexplored among and within wind-pollinated dioecious species and across their sexes. Using both herbarium specimens and volunteer observations of cottonwood (Populus) species, we examined how phenological sensitivity to climate varies across species, their ranges, sexes, and phenophases. The timing of flowering varied significantly across and within species, as did their sensitivity to spring temperature. In particular, male flowering generally happened earlier in the season and was more sensitive to warming than female flowering. Further, the onset of flowering was more sensitive to changes in temperature than leaf out. Increased temporal gaps between male and female flowering time and between the first open flower date and leaf out date were predicted for the future under two climate change scenarios. These shifts will impact the efficacy of sexual reproduction and gene flow among species. Our study demonstrates significant inter- and intra-specific variation in phenology and its responses to environmental cues, across species' ranges, phenophases, and sex, in wind-pollinated species. These variations need to be considered to predict accurately the effects of climate change and assess their ecological and evolutionary consequences.
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Affiliation(s)
- Yingying Xie
- Department of Biological Sciences, Purdue University, West Lafayette, IN47907
- Purdue Center for Plant Biology, Purdue University, West Lafayette, IN47907
- Department of Biological Sciences, Northern Kentucky University, Highland Heights, KY41099
| | - Hanna T. Thammavong
- Department of Biological Sciences, Purdue University, West Lafayette, IN47907
| | - Lily G. Berry
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, IN47907
| | - Chingyan H. Huang
- Department of Biological Sciences, Purdue University, West Lafayette, IN47907
| | - Daniel S. Park
- Department of Biological Sciences, Purdue University, West Lafayette, IN47907
- Purdue Center for Plant Biology, Purdue University, West Lafayette, IN47907
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2
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Park DS, Xie Y, Ellison AM, Lyra GM, Davis CC. Complex climate-mediated effects of urbanization on plant reproductive phenology and frost risk. New Phytol 2023; 239:2153-2165. [PMID: 36942966 DOI: 10.1111/nph.18893] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Accepted: 03/07/2023] [Indexed: 06/18/2023]
Abstract
Urbanization can affect the timing of plant reproduction (i.e. flowering and fruiting) and associated ecosystem processes. However, our knowledge of how plant phenology responds to urbanization and its associated environmental changes is limited. Herbaria represent an important, but underutilized source of data for investigating this question. We harnessed phenological data from herbarium specimens representing 200 plant species collected across 120 yr from the eastern US to investigate the spatiotemporal effects of urbanization on flowering and fruiting phenology and frost risk (i.e. time between the last frost date and flowering). Effects of urbanization on plant reproductive phenology varied significantly in direction and magnitude across species ranges. Increased urbanization led to earlier flowering in colder and wetter regions and delayed fruiting in regions with wetter spring conditions. Frost risk was elevated with increased urbanization in regions with colder and wetter spring conditions. Our study demonstrates that predictions of phenological change and its associated impacts must account for both climatic and human effects, which are context dependent and do not necessarily coincide. We must move beyond phenological models that only incorporate temperature variables and consider multiple environmental factors and their interactions when estimating plant phenology, especially at larger spatial and taxonomic scales.
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Affiliation(s)
- Daniel S Park
- Department of Biological Sciences, Purdue University, West Lafayette, IN, 47906, USA
- Purdue Center for Plant Biology, Purdue University, West Lafayette, IN, 47906, USA
- Department of Organismic and Evolutionary Biology, Harvard University Herbaria, Harvard University, Cambridge, MA, 02138, USA
| | - Yingying Xie
- Department of Biological Sciences, Purdue University, West Lafayette, IN, 47906, USA
- Purdue Center for Plant Biology, Purdue University, West Lafayette, IN, 47906, USA
- Department of Biological Sciences, Northern Kentucky University, Highland Heights, KY, 41099, USA
| | - Aaron M Ellison
- Harvard University Herbaria, Harvard University, Cambridge, MA, 02135, USA
- Sound Solutions for Sustainable Science, Boston, MA, 02135, USA
| | - Goia M Lyra
- Department of Organismic and Evolutionary Biology, Harvard University Herbaria, Harvard University, Cambridge, MA, 02138, USA
- Programa de Pós Graduação em Biodiversidade e Evolução, Instituto de Biologia, Universidade Federal da Bahia, Salvador, Bahia, 40170-115, Brazil
| | - Charles C Davis
- Department of Organismic and Evolutionary Biology, Harvard University Herbaria, Harvard University, Cambridge, MA, 02138, USA
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3
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Park DS, Nguyen SC, Isenhart R, Shah PP, Kim W, Barnett RJ, Chandra A, Luppino JM, Harke J, Wai M, Walsh PJ, Abdill RJ, Yang R, Lan Y, Yoon S, Yunker R, Kanemaki MT, Vahedi G, Phillips-Cremins JE, Jain R, Joyce EF. High-throughput Oligopaint screen identifies druggable 3D genome regulators. Nature 2023; 620:209-217. [PMID: 37438531 DOI: 10.1038/s41586-023-06340-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Accepted: 06/19/2023] [Indexed: 07/14/2023]
Abstract
The human genome functions as a three-dimensional chromatin polymer, driven by a complex collection of chromosome interactions1-3. Although the molecular rules governing these interactions are being quickly elucidated, relatively few proteins regulating this process have been identified. Here, to address this gap, we developed high-throughput DNA or RNA labelling with optimized Oligopaints (HiDRO)-an automated imaging pipeline that enables the quantitative measurement of chromatin interactions in single cells across thousands of samples. By screening the human druggable genome, we identified more than 300 factors that influence genome folding during interphase. Among these, 43 genes were validated as either increasing or decreasing interactions between topologically associating domains. Our findings show that genetic or chemical inhibition of the ubiquitous kinase GSK3A leads to increased long-range chromatin looping interactions in a genome-wide and cohesin-dependent manner. These results demonstrate the importance of GSK3A signalling in nuclear architecture and the use of HiDRO for identifying mechanisms of spatial genome organization.
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Affiliation(s)
- Daniel S Park
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Son C Nguyen
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Randi Isenhart
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Parisha P Shah
- Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Wonho Kim
- Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - R Jordan Barnett
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA
| | - Aditi Chandra
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jennifer M Luppino
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jailynn Harke
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - May Wai
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Patrick J Walsh
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Richard J Abdill
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Rachel Yang
- Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Yemin Lan
- Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Sora Yoon
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Rebecca Yunker
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Masato T Kanemaki
- Department of Chromosome Science, National Institute of Genetics, Research Organization of Information and Systems (ROIS), Shizuoka, Japan
- Department of Genetics, The Graduate University for Advanced Studies (SOKENDAI), Shizuoka, Japan
- Department of Biological Sciences, Graduate School of Science, The University of Tokyo, Tokyo, Japan
| | - Golnaz Vahedi
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jennifer E Phillips-Cremins
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA
| | - Rajan Jain
- Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Eric F Joyce
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
- Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
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4
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Park DS, Feng X, Akiyama S, Ardiyani M, Avendaño N, Barina Z, Bärtschi B, Belgrano M, Betancur J, Bijmoer R, Bogaerts A, Cano A, Danihelka J, Garg A, Giblin DE, Gogoi R, Guggisberg A, Hyvärinen M, James SA, Sebola RJ, Katagiri T, Kennedy JA, Komil TS, Lee B, Lee SML, Magri D, Marcucci R, Masinde S, Melnikov D, Mráz P, Mulenko W, Musili P, Mwachala G, Nelson BE, Niezgoda C, Novoa Sepúlveda C, Orli S, Paton A, Payette S, Perkins KD, Ponce MJ, Rainer H, Rasingam L, Rustiami H, Shiyan NM, Bjorå CS, Solomon J, Stauffer F, Sumadijaya A, Thiébaut M, Thiers BM, Tsubota H, Vaughan A, Virtanen R, Whitfeld TJS, Zhang D, Zuloaga FO, Davis CC. The colonial legacy of herbaria. Nat Hum Behav 2023:10.1038/s41562-023-01616-7. [PMID: 37308536 DOI: 10.1038/s41562-023-01616-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Accepted: 04/27/2023] [Indexed: 06/14/2023]
Abstract
Herbarium collections shape our understanding of Earth's flora and are crucial for addressing global change issues. Their formation, however, is not free from sociopolitical issues of immediate relevance. Despite increasing efforts addressing issues of representation and colonialism in natural history collections, herbaria have received comparatively less attention. While it has been noted that the majority of plant specimens are housed in the Global North, the extent and magnitude of this disparity have not been quantified. Here we examine the colonial legacy of botanical collections, analysing 85,621,930 specimen records and assessing survey responses from 92 herbarium collections across 39 countries. We find an inverse relationship between where plant diversity exists in nature and where it is housed in herbaria. Such disparities persist across physical and digital realms despite overt colonialism ending over half a century ago. We emphasize the need for acknowledging the colonial history of herbarium collections and implementing a more equitable global paradigm for their collection, curation and use.
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Affiliation(s)
- Daniel S Park
- Department of Biological Sciences, Purdue University, West Lafayette, IN, USA.
- Purdue Center for Plant Biology, Purdue University, West Lafayette, IN, USA.
| | - Xiao Feng
- Department of Geography, Florida State University, Tallahassee, FL, USA
| | - Shinobu Akiyama
- Department of Botany, National Museum of Nature and Science, Tsukuba, Japan
| | - Marlina Ardiyani
- Herbarium Bogoriense, Research Center for Biosystematics and Evolution, National Research and Innovation Agency (BRIN), Cibinong, Indonesia
| | - Neida Avendaño
- Instituto Experimental Jardin Botánico 'Dr. Tobías Lasser', Avenida Salvador Allende, Ciudad Universitaria, Caracas, Venezuela
- Universidad Central de Venezuela, Caracas, Venezuela
| | | | - Blandine Bärtschi
- Herbier LY, FR-BioEEnVis, Université Claude Bernard Lyon 1, Lyon, France
| | | | | | - Roxali Bijmoer
- Botany Section, Naturalis Biodiversity Center, Leiden, the Netherlands
| | | | - Asunción Cano
- Herbario San Marcos, Museo de Historia Natural, Universidad Nacional Mayor de San Marcos, Lima, Peru
| | - Jiří Danihelka
- Department of Botany and Zoology, Faculty of Science, Masaryk University, Brno, Czech Republic
- Institute of Botany of the Czech Academy of Sciences, Průhonice, Czech Republic
| | - Arti Garg
- Central Regional Centre, Botanical Survey of India, Allahabad, India
| | - David E Giblin
- University of Washington Herbarium, Burke Museum, Seattle, WA, USA
| | - Rajib Gogoi
- Sikkim Himalayan Regional Centre, Botanical Survey of India, Gangtok, India
| | | | - Marko Hyvärinen
- Botany Unit, Finnish Museum of Natural History, University of Helsinki, Helsinki, Finland
| | - Shelley A James
- Department of Biodiversity, Conservation and Attractions, Western Australian Herbarium, Kensington, Western Australia, Australia
| | - Ramagwai J Sebola
- South African National Biodiversity Institute, Pretoria, South Africa
- School of Animal, Plant and Environmental Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Tomoyuki Katagiri
- Department of Biological Sciences, Faculty of Science and Technology, Kochi University, Kochi, Japan
- Hattori Botanical Laboratory, Nichinan, Japan
| | | | - Tojibaev Sh Komil
- Institute of Botany, Uzbekistan Academy of Sciences, Tashkent, Uzbekistan
| | | | - Serena M L Lee
- National Parks Board, Singapore Botanic Gardens, Singapore, Singapore
| | - Donatella Magri
- Department of Environmental Biology, Sapienza University of Rome, Rome, Italy
| | | | - Siro Masinde
- East African Herbarium, National Museums of Kenya, Nairobi, Kenya
| | - Denis Melnikov
- Komarov Botanical Institute, Russian Academy of Sciences, Saint Petersburg, Russian Federation
| | - Patrik Mráz
- Herbarium Collections & Department of Botany, Faculty of Science, Charles University, Prague, Czech Republic
| | - Wieslaw Mulenko
- Institute of Biological Sciences, Maria Curie-Skłodowska University, Lublin, Poland
| | - Paul Musili
- East African Herbarium, National Museums of Kenya, Nairobi, Kenya
| | | | - Burrell E Nelson
- Rocky Mountain Herbarium, University of Wyoming, Laramie, WY, USA
| | | | - Carla Novoa Sepúlveda
- Staatliche Naturwissenschaftliche Sammlungen Bayerns, Botanische Staatssammlung München, München, Germany
| | - Sylvia Orli
- Department of Botany, National Museum of Natural History, Smithsonian Institution, Washington, DC, USA
| | | | - Serge Payette
- Herbier Louis-Marie, Université Laval, Québec City, Québec, Canada
| | - Kent D Perkins
- University of Florida Herbarium, Florida Museum, Gainesville, FL, USA
| | - Maria Jimena Ponce
- Instituto Multidisciplinario de Biología Vegetal (UNC-CONICET), Córdoba, Argentina
| | - Heimo Rainer
- Naturhistorisches Museum Wien, Vienna, Austria
- Department of Botany and Biodiversity Research, University of Vienna, Vienna, Austria
| | - L Rasingam
- Deccan Regional Centre, Botanical Survey of India, Hyderabad, India
| | - Himmah Rustiami
- Herbarium Bogoriense, Research Center for Biosystematics and Evolution, National Research and Innovation Agency (BRIN), Cibinong, Indonesia
| | - Natalia M Shiyan
- National Herbarium of Ukraine, M.G. Kholodny Institute of Botany, National Academy of Sciences of Ukraine, Kyiv, Ukraine
| | | | | | - Fred Stauffer
- Conservatory and Botanic Gardens of Geneva, Geneva, Switzerland
| | - Alex Sumadijaya
- Herbarium Bogoriense, Research Center for Biosystematics and Evolution, National Research and Innovation Agency (BRIN), Cibinong, Indonesia
- Department of Plant Sciences, University of Oxford, Oxford, UK
| | - Mélanie Thiébaut
- Herbier LY, FR-BioEEnVis, Université Claude Bernard Lyon 1, Lyon, France
| | | | - Hiromi Tsubota
- Graduate School of Integrated Sciences for Life, Hiroshima University, Hiroshima, Japan
- Miyajima Natural Botanical Garden, Hiroshima University, Hiroshima, Japan
| | - Alison Vaughan
- Royal Botanic Gardens Victoria, Melbourne, Victoria, Australia
| | - Risto Virtanen
- Ecology and Genetics Research Unit, University of Oulu, Oulu, Finland
- University of Oulu Botanical Museum, Oulu, Finland
| | | | - Dianxiang Zhang
- South China Botanical Garden Herbarium, Chinese Academy of Sciences, Guangzhou, China
| | | | - Charles C Davis
- Department of Organismic and Evolutionary Biology, Harvard University Herbaria, Harvard University, Cambridge, MA, USA.
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Lee MH, Ham H, Choi HW, Park DS. Isolation of Streptomycin-Resistant Erwinia pyrifoliae in Korea. Plant Dis 2023; 107:616-619. [PMID: 35852904 DOI: 10.1094/pdis-03-22-0553-sc] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
As a black shoot blight disease-causing agent, Erwinia pyrifoliae was first reported in 1995 in Korea. A total of 101 isolates of E. pyrifoliae were isolated from samples showing bacterial symptoms collected from apple and pear orchards between 2020 and 2021. These isolates were screened for streptomycin resistance, with one from an orchard in Gwangju showing resistance at 100 μg/ml streptomycin. This streptomycin-resistant E. pyrifoliae (EpSmR) isolate was identified via polymerase chain reaction amplification of the strA/strB gene and an internal region of the ribosomal rpsL gene containing codon 43. EpSmR has a point mutation that altered this codon from lysine (AAA) to threonine (ACA). The strA and strB genes were not identified in EpSmR. EpSmR showed a high resistance to streptomycin (>50,000 μg/ml). This is the first study reporting EpSmR, which emerged due to a mutation in codon 43 of the rpsL gene.
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Affiliation(s)
- M-H Lee
- Crop Protection Division, National Institute of Agricultural Sciences, Wanju 55365, Republic of Korea
| | - H Ham
- Crop Protection Division, National Institute of Agricultural Sciences, Wanju 55365, Republic of Korea
| | - H-W Choi
- Crop Protection Division, National Institute of Agricultural Sciences, Wanju 55365, Republic of Korea
| | - D S Park
- Crop Protection Division, National Institute of Agricultural Sciences, Wanju 55365, Republic of Korea
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Merow C, Boyle B, Enquist BJ, Feng X, Kass JM, Maitner BS, McGill B, Owens H, Park DS, Paz A, Pinilla-Buitrago GE, Urban MC, Varela S, Wilson AM. Better incentives are needed to reward academic software development. Nat Ecol Evol 2023; 7:626-627. [PMID: 36849538 DOI: 10.1038/s41559-023-02008-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2023]
Affiliation(s)
- Cory Merow
- Department of Ecology and Evolutionary Biology and Eversource Energy Center, University of Connecticut, Storrs, CT, USA.
| | - Brad Boyle
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Brian J Enquist
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Xiao Feng
- Department of Geography, Florida State University, Tallahassee, FL, USA
| | - Jamie M Kass
- Biodiversity and Biocomplexity Unit, Okinawa Institute of Science and Technology Graduate University, Onna, Japan
| | - Brian S Maitner
- Department of Geography, University at Buffalo, Buffalo, NY, USA
| | - Brian McGill
- School of Biology and Ecology, University of Maine, Orono, ME, USA.,Mitchell Center for Sustainability Solutions, University of Maine, Orono, ME, USA
| | - Hannah Owens
- Center for Macroecology, Evolution and Climate, Globe Institute, University of Copenhagen, Copenhagen, Denmark.,Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
| | - Daniel S Park
- Department of Biological Sciences, Purdue University, West Lafayette, IN, USA.,Purdue Center for Plant Biology, Purdue University, West Lafayette, IN, USA
| | - Andrea Paz
- Department of Environmental Systems Science, Institute of Integrative Biology, ETH Zürich, Zurich, Switzerland
| | - Gonzalo E Pinilla-Buitrago
- Department of Biology, City College of the City University of New York, New York, NY, USA.,PhD Program in Biology, Graduate Center of the City University of New York, New York, NY, USA
| | - Mark C Urban
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT, USA.,Center of Biological Risk, University of Connecticut, Storrs, CT, USA
| | - Sara Varela
- Departamento de Ecoloxía e Bioloxía Animal, Universidade de Vigo, Vigo, Spain
| | - Adam M Wilson
- Department of Geography, University at Buffalo, Buffalo, NY, USA
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7
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Boyle BL, Maitner BS, Barbosa GGC, Sajja RK, Feng X, Merow C, Newman EA, Park DS, Roehrdanz PR, Enquist BJ. Geographic name resolution service: A tool for the standardization and indexing of world political division names, with applications to species distribution modeling. PLoS One 2022; 17:e0268162. [PMID: 36374834 PMCID: PMC9662723 DOI: 10.1371/journal.pone.0268162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 10/20/2022] [Indexed: 11/16/2022] Open
Abstract
Massive biological databases of species occurrences, or georeferenced locations where a species has been observed, are essential inputs for modeling present and future species distributions. Location accuracy is often assessed by determining whether the observation geocoordinates fall within the boundaries of the declared political divisions. This otherwise simple validation is complicated by the difficulty of matching political division names to the correct geospatial object. Spelling errors, abbreviations, alternative codes, and synonyms in multiple languages present daunting name disambiguation challenges. The inability to resolve political division names reduces usable data, and analysis of erroneous observations can lead to flawed results. Here, we present the Geographic Name Resolution Service (GNRS), an application for correcting, standardizing, and indexing world political division names. The GNRS resolves political division names against a reference database that combines names and codes from GeoNames with geospatial object identifiers from the Global Administrative Areas Database (GADM). In a trial resolution of political division names extracted from >270 million species occurrences, only 1.9%, representing just 6% of occurrences, matched exactly to GADM political divisions in their original form. The GNRS was able to resolve, completely or in part, 92% of the remaining 378,568 political division names, or 86% of the full biodiversity occurrence dataset. In assessing geocoordinate accuracy for >239 million species occurrences, resolution of political divisions by the GNRS enabled the detection of an order of magnitude more errors and an order of magnitude more error-free occurrences. By providing a novel solution to a significant data quality impediment, the GNRS liberates a tremendous amount of biodiversity data for quantitative biodiversity research. The GNRS runs as a web service and is accessible via an API, an R package, and a web-based graphical user interface. Its modular architecture is easily integrated into existing data validation workflows.
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Affiliation(s)
- Bradley L. Boyle
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, United States of America
- * E-mail:
| | - Brian S. Maitner
- Eversource Energy Center and Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT, United States of America
| | - George G. C. Barbosa
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, United States of America
| | - Rohith K. Sajja
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, United States of America
| | - Xiao Feng
- Department of Geography, Florida State University, Tallahassee, FL, United States of America
| | - Cory Merow
- Eversource Energy Center and Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT, United States of America
| | - Erica A. Newman
- School of Natural Resources & the Environment, University of Arizona, Tucson, AZ, United States of America
| | - Daniel S. Park
- Department of Biological Sciences, Purdue University, West Lafayette, IN, United States of America
- Purdue Center for Plant Biology, Purdue University, West Lafayette, IN, United States of America
| | - Patrick R. Roehrdanz
- The Moore Center for Science, Conservation International, Arlington, VA, United States of America
| | - Brian J. Enquist
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, United States of America
- The Santa Fe Institute, USA, Santa Fe, NM, United States of America
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8
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Luppino JM, Field A, Nguyen SC, Park DS, Shah PP, Abdill RJ, Lan Y, Yunker R, Jain R, Adelman K, Joyce EF. Co-depletion of NIPBL and WAPL balance cohesin activity to correct gene misexpression. PLoS Genet 2022; 18:e1010528. [PMID: 36449519 PMCID: PMC9744307 DOI: 10.1371/journal.pgen.1010528] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 12/12/2022] [Accepted: 11/15/2022] [Indexed: 12/03/2022] Open
Abstract
The relationship between cohesin-mediated chromatin looping and gene expression remains unclear. NIPBL and WAPL are two opposing regulators of cohesin activity; depletion of either is associated with changes in both chromatin folding and transcription across a wide range of cell types. However, a direct comparison of their individual and combined effects on gene expression in the same cell type is lacking. We find that NIPBL or WAPL depletion in human HCT116 cells each alter the expression of ~2,000 genes, with only ~30% of the genes shared between the conditions. We find that clusters of differentially expressed genes within the same topologically associated domain (TAD) show coordinated misexpression, suggesting some genomic domains are especially sensitive to both more or less cohesin. Finally, co-depletion of NIPBL and WAPL restores the majority of gene misexpression as compared to either knockdown alone. A similar set of NIPBL-sensitive genes are rescued following CTCF co-depletion. Together, this indicates that altered transcription due to reduced cohesin activity can be functionally offset by removal of either its negative regulator (WAPL) or the physical barriers (CTCF) that restrict loop-extrusion events.
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Affiliation(s)
- Jennifer M. Luppino
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Andrew Field
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, Massachusetts, United States of America
- Ludwig Center at Harvard, Boston, Massachusetts, United States of America
| | - Son C. Nguyen
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Daniel S. Park
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Parisha P. Shah
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Department of Cell and Developmental Biology, Department of Medicine, Institute of Regenerative Medicine, Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Richard J. Abdill
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Department of Cell and Developmental Biology, Department of Medicine, Institute of Regenerative Medicine, Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Yemin Lan
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Rebecca Yunker
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Rajan Jain
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Department of Cell and Developmental Biology, Department of Medicine, Institute of Regenerative Medicine, Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Karen Adelman
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, Massachusetts, United States of America
- Ludwig Center at Harvard, Boston, Massachusetts, United States of America
- The Eli and Edythe L. Broad Institute, Cambridge, Massachusetts, United States of America
| | - Eric F. Joyce
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
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9
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Luppino JM, Field A, Nguyen SC, Park DS, Shah PP, Abdill RJ, Lan Y, Yunker R, Jain R, Adelman K, Joyce EF. Co-depletion of NIPBL and WAPL balance cohesin activity to correct gene misexpression. PLoS Genet 2022. [PMID: 36449519 DOI: 10.1101/2022.04.19.488785] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/12/2023] Open
Abstract
The relationship between cohesin-mediated chromatin looping and gene expression remains unclear. NIPBL and WAPL are two opposing regulators of cohesin activity; depletion of either is associated with changes in both chromatin folding and transcription across a wide range of cell types. However, a direct comparison of their individual and combined effects on gene expression in the same cell type is lacking. We find that NIPBL or WAPL depletion in human HCT116 cells each alter the expression of ~2,000 genes, with only ~30% of the genes shared between the conditions. We find that clusters of differentially expressed genes within the same topologically associated domain (TAD) show coordinated misexpression, suggesting some genomic domains are especially sensitive to both more or less cohesin. Finally, co-depletion of NIPBL and WAPL restores the majority of gene misexpression as compared to either knockdown alone. A similar set of NIPBL-sensitive genes are rescued following CTCF co-depletion. Together, this indicates that altered transcription due to reduced cohesin activity can be functionally offset by removal of either its negative regulator (WAPL) or the physical barriers (CTCF) that restrict loop-extrusion events.
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Affiliation(s)
- Jennifer M Luppino
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Andrew Field
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, Massachusetts, United States of America
- Ludwig Center at Harvard, Boston, Massachusetts, United States of America
| | - Son C Nguyen
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Daniel S Park
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Parisha P Shah
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Department of Cell and Developmental Biology, Department of Medicine, Institute of Regenerative Medicine, Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Richard J Abdill
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Department of Cell and Developmental Biology, Department of Medicine, Institute of Regenerative Medicine, Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Yemin Lan
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Rebecca Yunker
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Rajan Jain
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Department of Cell and Developmental Biology, Department of Medicine, Institute of Regenerative Medicine, Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Karen Adelman
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, Massachusetts, United States of America
- Ludwig Center at Harvard, Boston, Massachusetts, United States of America
- The Eli and Edythe L. Broad Institute, Cambridge, Massachusetts, United States of America
| | - Eric F Joyce
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
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10
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Xie Y, Thammavong HT, Park DS. The ecological implications of intra- and inter-species variation in phenological sensitivity. New Phytol 2022; 236:760-773. [PMID: 35801834 PMCID: PMC9796043 DOI: 10.1111/nph.18361] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 06/30/2022] [Indexed: 06/15/2023]
Abstract
Plant-pollinator mutualisms rely upon the synchrony of interacting taxa. Climate change can disrupt this synchrony as phenological responses to climate vary within and across species. However, intra- and interspecific variation in phenological responses is seldom considered simultaneously, limiting our understanding of climate change impacts on interactions among taxa across their ranges. We investigated how variation in phenological sensitivity to climate can alter ecological interactions simultaneously within and among species using natural history collections and citizen science data. We focus on a unique system, comprising a wide-ranged spring ephemeral with varying color morphs (Claytonia virginica) and its specialist bee pollinator (Andrena erigeniae). We found strongly opposing trends in the phenological sensitivities of plants vs their pollinators. Flowering phenology was more sensitive to temperature in warmer regions, whereas bee phenology was more responsive in colder regions. Phenological sensitivity varied across flower color morphs. Temporal synchrony between flowering and pollinator activity was predicted to change heterogeneously across the species' ranges in the future. Our work demonstrates the complexity and fragility of ecological interactions in time and the necessity of incorporating variation in phenological responses across multiple axes to understand how such interactions will change in the future.
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Affiliation(s)
- Yingying Xie
- Department of Biological SciencesPurdue UniversityWest LafayetteIN47906USA
- Purdue Center for Plant BiologyPurdue UniversityWest LafayetteIN47906USA
| | | | - Daniel S. Park
- Department of Biological SciencesPurdue UniversityWest LafayetteIN47906USA
- Purdue Center for Plant BiologyPurdue UniversityWest LafayetteIN47906USA
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11
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Abstract
The presence of air bubbles boosts the shear resistance and causes pressure fluctuation within fluid-perfused microchannels, resulting in possible cell damage and even malfunction of microfluidic devices. Eliminating air bubbles is especially challenging in microscale where the adhesive surface tension force is often dominant over other forces. Here, we present an air bubble removal strategy from a novel surface engineering perspective. A microfluidic port-to-port interconnect was fabricated by modifying the peripheral of the microfluidic ports superhydrophobic, while maintaining the inner polymer microchannels hydrophilic. Such a sharp wettability contrast enabled a preferential fluidic entrance into the easy-wetting microchannels over the non-wetting boundaries of the microfluidic ports, while simultaneously filtering out any incoming air bubbles owing to the existence of port-to-port gaps. This bubble-eliminating capability was consistently demonstrated at varying flow rates and liquid analytes. Compared to equipment-intensive techniques and porous membrane-venting strategies, our wettability contrast-governed strategy provides a simple yet effective route for eliminating air bubbles and simultaneously sealing microfluidic interconnects.
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Affiliation(s)
- Xiaoxiao Zhao
- College of Mechanical and Electrical Engineering, Nanjing Forestry University, Nanjing 210037, Jiangsu, PR China
- Center for BioModular Multiscale Systems for Precision Medicine, Department of Mechanical & Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803, United States
| | - Chenbo Ma
- College of Mechanical and Electrical Engineering, Nanjing Forestry University, Nanjing 210037, Jiangsu, PR China
| | - Daniel S. Park
- Center for BioModular Multiscale Systems for Precision Medicine, Department of Mechanical & Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803, United States
| | - Steven A. Soper
- Departments of Chemistry and Mechanical Engineering, University of Kansas, Lawrence, KS 66045, United States
| | - Michael C. Murphy
- Center for BioModular Multiscale Systems for Precision Medicine, Department of Mechanical & Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803, United States
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12
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Park DS, Breckheimer IK, Ellison AM, Lyra GM, Davis CC. Phenological displacement is uncommon among sympatric angiosperms. New Phytol 2022; 233:1466-1478. [PMID: 34626123 DOI: 10.1111/nph.17784] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Accepted: 09/28/2021] [Indexed: 06/13/2023]
Abstract
Interactions between species can influence successful reproduction, resulting in reproductive character displacement, where the similarity of reproductive traits - such as flowering time - among close relatives growing together differ from when growing apart. Evidence for the overall prevalence and direction of this phenomenon, and its stability under environmental change, remains untested across large scales. Using the power of crowdsourcing, we gathered phenological information from over 40 000 herbarium specimens, and investigated displacement in flowering time across 110 animal-pollinated species in the eastern USA. Overall, flowering time displacement is not common across large scales. However, displacement is generally greater among species pairs that flower close in time, regardless of direction. Furthermore, with climate change, the flowering times of closely related species are predicted, on average, to shift further apart by the mid-21st century. We demonstrate that the degree and direction of phenological displacement among co-occurring closely related species pairs varies tremendously. However, future climate change may alter the differences in reproductive timing among many of these species pairs, which may have significant consequences for species interactions and gene flow. Our study provides one promising path towards understanding how the phenological landscape is structured and may respond to future environmental change.
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Affiliation(s)
- Daniel S Park
- Department of Biological Sciences, Purdue University, West Lafayette, IN, 47906, USA
- Purdue Center for Plant Biology, Purdue University, West Lafayette, IN, 47906, USA
- Department of Organismic and Evolutionary Biology, Harvard University Herbaria, Harvard University, Cambridge, MA, 02138, USA
| | | | - Aaron M Ellison
- Harvard Forest, Harvard University, Petersham, MA, 01366, USA
- Sound Solutions for Sustainable Science, Boston, MA, 02135, USA
| | - Goia M Lyra
- Department of Organismic and Evolutionary Biology, Harvard University Herbaria, Harvard University, Cambridge, MA, 02138, USA
- Programa de Pós Graduação em Biodiversidade e Evolução, Instituto de Biologia, Universidade Federal da Bahia, Salvador, Bahia, 40000-000, Brasil
| | - Charles C Davis
- Department of Organismic and Evolutionary Biology, Harvard University Herbaria, Harvard University, Cambridge, MA, 02138, USA
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13
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Jung M, Arnell A, de Lamo X, García-Rangel S, Lewis M, Mark J, Merow C, Miles L, Ondo I, Pironon S, Ravilious C, Rivers M, Schepaschenko D, Tallowin O, van Soesbergen A, Govaerts R, Boyle BL, Enquist BJ, Feng X, Gallagher R, Maitner B, Meiri S, Mulligan M, Ofer G, Roll U, Hanson JO, Jetz W, Di Marco M, McGowan J, Rinnan DS, Sachs JD, Lesiv M, Adams VM, Andrew SC, Burger JR, Hannah L, Marquet PA, McCarthy JK, Morueta-Holme N, Newman EA, Park DS, Roehrdanz PR, Svenning JC, Violle C, Wieringa JJ, Wynne G, Fritz S, Strassburg BBN, Obersteiner M, Kapos V, Burgess N, Schmidt-Traub G, Visconti P. Areas of global importance for conserving terrestrial biodiversity, carbon and water. Nat Ecol Evol 2021; 5:1499-1509. [PMID: 34429536 DOI: 10.1038/s41559-021-01528-7] [Citation(s) in RCA: 58] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Accepted: 07/07/2021] [Indexed: 02/07/2023]
Abstract
To meet the ambitious objectives of biodiversity and climate conventions, the international community requires clarity on how these objectives can be operationalized spatially and how multiple targets can be pursued concurrently. To support goal setting and the implementation of international strategies and action plans, spatial guidance is needed to identify which land areas have the potential to generate the greatest synergies between conserving biodiversity and nature's contributions to people. Here we present results from a joint optimization that minimizes the number of threatened species, maximizes carbon retention and water quality regulation, and ranks terrestrial conservation priorities globally. We found that selecting the top-ranked 30% and 50% of terrestrial land area would conserve respectively 60.7% and 85.3% of the estimated total carbon stock and 66% and 89.8% of all clean water, in addition to meeting conservation targets for 57.9% and 79% of all species considered. Our data and prioritization further suggest that adequately conserving all species considered (vertebrates and plants) would require giving conservation attention to ~70% of the terrestrial land surface. If priority was given to biodiversity only, managing 30% of optimally located land area for conservation may be sufficient to meet conservation targets for 81.3% of the terrestrial plant and vertebrate species considered. Our results provide a global assessment of where land could be optimally managed for conservation. We discuss how such a spatial prioritization framework can support the implementation of the biodiversity and climate conventions.
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Affiliation(s)
- Martin Jung
- Biodiversity and Natural Resources Program (BNR), International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria.
| | - Andy Arnell
- UN Environment Programme World Conservation Monitoring Centre (UNEP-WCMC), Cambridge, UK
| | - Xavier de Lamo
- Food and Agriculture Organization of the United Nations (FAO), Rome, Italy
| | | | - Matthew Lewis
- Biodiversity and Natural Resources Program (BNR), International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria.,Department of Zoology, University of Cambridge, Cambridge, UK
| | - Jennifer Mark
- UN Environment Programme World Conservation Monitoring Centre (UNEP-WCMC), Cambridge, UK
| | - Cory Merow
- Department of Ecology and Evolutionary Biology, University of Connecticut, Stamford, CT, USA
| | - Lera Miles
- UN Environment Programme World Conservation Monitoring Centre (UNEP-WCMC), Cambridge, UK
| | - Ian Ondo
- Royal Botanic Gardens, Kew, Richmond, UK
| | | | - Corinna Ravilious
- UN Environment Programme World Conservation Monitoring Centre (UNEP-WCMC), Cambridge, UK
| | - Malin Rivers
- Botanic Gardens Conservation International, Richmondy, UK
| | - Dmitry Schepaschenko
- Biodiversity and Natural Resources Program (BNR), International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria.,Siberian Federal University, Krasnoyarsk, Russia
| | - Oliver Tallowin
- UN Environment Programme World Conservation Monitoring Centre (UNEP-WCMC), Cambridge, UK
| | - Arnout van Soesbergen
- UN Environment Programme World Conservation Monitoring Centre (UNEP-WCMC), Cambridge, UK
| | | | - Bradley L Boyle
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Brian J Enquist
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Xiao Feng
- Department of Geography, Florida State University, Tallahassee, FL, USA
| | - Rachael Gallagher
- Department of Biological Sciences, Macquarie University, North Ryde, New South Wales, Australia
| | - Brian Maitner
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Shai Meiri
- School of Zoology, Faculty of Life Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Mark Mulligan
- Department of Geography, King's College London, London, UK
| | - Gali Ofer
- School of Zoology, Faculty of Life Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Uri Roll
- Mitrani Department of Desert Ecology, Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, Midreshet Ben-Gurion, Israel
| | - Jeffrey O Hanson
- CIBIO/InBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos da Universidade do Porto, Vairão, Portugal
| | - Walter Jetz
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, USA.,Center for Biodiversity and Global Change, Yale University, New Haven, CT, USA
| | - Moreno Di Marco
- Department of Biology and Biotechnologies, Sapienza University of Rome, Rome, Italy
| | | | - D Scott Rinnan
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, USA.,Center for Biodiversity and Global Change, Yale University, New Haven, CT, USA
| | | | - Myroslava Lesiv
- Biodiversity and Natural Resources Program (BNR), International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria
| | - Vanessa M Adams
- School of Geography, Planning and Spatial Sciences, University of Tasmania, Hobart, Tasmania, Australia
| | - Samuel C Andrew
- CSIRO Land and Water, Canberra, Australian Capital Territory, Australia
| | - Joseph R Burger
- Department of Biology, University of Kentucky, Lexington, KY, USA
| | - Lee Hannah
- Betty and Gordon Moore Center for Science, Conservation International, Arlington, VA, USA
| | - Pablo A Marquet
- Departamento de Ecología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile.,Instituto de Ecología y Biodiversidad (IEB), Santiago, Chile.,Centro de Cambio Global UC, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile.,The Santa Fe Institute, Santa Fe, NM, USA.,Instituto de Sistemas Complejos de Valparaíso (ISCV), Valparaíso, Chile
| | | | - Naia Morueta-Holme
- Center for Macroecology, Evolution and Climate, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
| | - Erica A Newman
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Daniel S Park
- Department of Biological Sciences, Purdue University, West Lafayette, IN, USA
| | - Patrick R Roehrdanz
- Betty and Gordon Moore Center for Science, Conservation International, Arlington, VA, USA
| | - Jens-Christian Svenning
- Center for Biodiversity Dynamics in a Changing World (BIOCHANGE), Department of Biology, Aarhus University, Aarhus, Denmark.,Section for Ecoinformatics and Biodiversity, Department of Biology, Aarhus University, Aarhus, Denmark
| | - Cyrille Violle
- CEFE, Univ. Montpellier, CNRS, EPHE, IRD, Univ. Paul Valéry Montpellier 3, Montpellier, France
| | | | | | - Steffen Fritz
- Biodiversity and Natural Resources Program (BNR), International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria
| | - Bernardo B N Strassburg
- Rio Conservation and Sustainability Science Centre, Department of Geography and the Environment, Pontifical Catholic University, Rio de Janeiro, Brazil.,International Institute for Sustainability, Rio de Janeiro, Brazil.,Programa de Pós Graduacão em Ecologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil.,Botanical Garden Research Institute of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Michael Obersteiner
- Biodiversity and Natural Resources Program (BNR), International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria.,Environmental Change Institute, Centre for the Environment, Oxford University, Oxford, UK
| | - Valerie Kapos
- UN Environment Programme World Conservation Monitoring Centre (UNEP-WCMC), Cambridge, UK
| | - Neil Burgess
- UN Environment Programme World Conservation Monitoring Centre (UNEP-WCMC), Cambridge, UK
| | | | - Piero Visconti
- Biodiversity and Natural Resources Program (BNR), International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria.
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14
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Linares-Saldana R, Kim W, Bolar NA, Zhang H, Koch-Bojalad BA, Yoon S, Shah PP, Karnay A, Park DS, Luppino JM, Nguyen SC, Padmanabhan A, Smith CL, Poleshko A, Wang Q, Li L, Srivastava D, Vahedi G, Eom GH, Blobel GA, Joyce EF, Jain R. BRD4 orchestrates genome folding to promote neural crest differentiation. Nat Genet 2021; 53:1480-1492. [PMID: 34611363 PMCID: PMC8500624 DOI: 10.1038/s41588-021-00934-8] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 08/06/2021] [Indexed: 02/08/2023]
Abstract
Higher-order chromatin structure regulates gene expression, and mutations in proteins mediating genome folding underlie developmental disorders known as cohesinopathies. However, the relationship between three-dimensional genome organization and embryonic development remains unclear. Here we define a role for bromodomain-containing protein 4 (BRD4) in genome folding, and leverage it to understand the importance of genome folding in neural crest progenitor differentiation. Brd4 deletion in neural crest results in cohesinopathy-like phenotypes. BRD4 interacts with NIPBL, a cohesin agonist, and BRD4 depletion or loss of the BRD4-NIPBL interaction reduces NIPBL occupancy, suggesting that BRD4 stabilizes NIPBL on chromatin. Chromatin interaction mapping and imaging experiments demonstrate that BRD4 depletion results in compromised genome folding and loop extrusion. Finally, mutation of individual BRD4 amino acids that mediate an interaction with NIPBL impedes neural crest differentiation into smooth muscle. Remarkably, loss of WAPL, a cohesin antagonist, rescues attenuated smooth muscle differentiation resulting from BRD4 loss. Collectively, our data reveal that BRD4 choreographs genome folding and illustrates the relevance of balancing cohesin activity for progenitor differentiation.
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Affiliation(s)
- Ricardo Linares-Saldana
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology, Department of Medicine, Institute of Regenerative Medicine, Penn Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Wonho Kim
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology, Department of Medicine, Institute of Regenerative Medicine, Penn Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Nikhita A Bolar
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology, Department of Medicine, Institute of Regenerative Medicine, Penn Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Haoyue Zhang
- Institute of Molecular Physiology, Shenzhen Bay Laboratory, Shenzhen, China
- Division of Hematology, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Bailey A Koch-Bojalad
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology, Department of Medicine, Institute of Regenerative Medicine, Penn Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Sora Yoon
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, PA, USA
- Department of Genetics, University of Pennsylvania, Philadelphia, PA, USA
- Institute for Immunology, Epigenetics Institute, Institute for Diabetes, Obesity and Metabolism, University of Pennsylvania, Philadelphia, PA, USA
| | - Parisha P Shah
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology, Department of Medicine, Institute of Regenerative Medicine, Penn Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Ashley Karnay
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology, Department of Medicine, Institute of Regenerative Medicine, Penn Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Daniel S Park
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, PA, USA
- Department of Genetics, University of Pennsylvania, Philadelphia, PA, USA
| | - Jennifer M Luppino
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, PA, USA
- Department of Genetics, University of Pennsylvania, Philadelphia, PA, USA
| | - Son C Nguyen
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, PA, USA
- Department of Genetics, University of Pennsylvania, Philadelphia, PA, USA
| | - Arun Padmanabhan
- Gladstone Institute of Cardiovascular Disease, San Francisco, CA, USA
- Division of Cardiology, Department of Medicine, University of California, San Francisco, CA, USA
| | - Cheryl L Smith
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology, Department of Medicine, Institute of Regenerative Medicine, Penn Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Andrey Poleshko
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology, Department of Medicine, Institute of Regenerative Medicine, Penn Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Qiaohong Wang
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology, Department of Medicine, Institute of Regenerative Medicine, Penn Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Li Li
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology, Department of Medicine, Institute of Regenerative Medicine, Penn Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Deepak Srivastava
- Gladstone Institute of Cardiovascular Disease, San Francisco, CA, USA
- Roddenberry Stem Cell Center at the Gladstone Institutes, Departments of Pediatrics and Biochemistry & Biophysics, University of California San Francisco, San Francisco, CA, USA
| | - Golnaz Vahedi
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, PA, USA
- Department of Genetics, University of Pennsylvania, Philadelphia, PA, USA
- Institute for Immunology, Epigenetics Institute, Institute for Diabetes, Obesity and Metabolism, University of Pennsylvania, Philadelphia, PA, USA
- Abramson Family Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Gwang Hyeon Eom
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology, Department of Medicine, Institute of Regenerative Medicine, Penn Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, PA, USA
- Department of Pharmacology, Chonnam National University Medical School, Hwasun, Republic of Korea
| | - Gerd A Blobel
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, PA, USA
- Division of Hematology, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Eric F Joyce
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, PA, USA
- Department of Genetics, University of Pennsylvania, Philadelphia, PA, USA
| | - Rajan Jain
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
- Department of Cell and Developmental Biology, Department of Medicine, Institute of Regenerative Medicine, Penn Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA, USA.
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, PA, USA.
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15
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Jung M, Arnell A, de Lamo X, García-Rangel S, Lewis M, Mark J, Merow C, Miles L, Ondo I, Pironon S, Ravilious C, Rivers M, Schepaschenko D, Tallowin O, van Soesbergen A, Govaerts R, Boyle BL, Enquist BJ, Feng X, Gallagher R, Maitner B, Meiri S, Mulligan M, Ofer G, Roll U, Hanson JO, Jetz W, Di Marco M, McGowan J, Rinnan DS, Sachs JD, Lesiv M, Adams VM, Andrew SC, Burger JR, Hannah L, Marquet PA, McCarthy JK, Morueta-Holme N, Newman EA, Park DS, Roehrdanz PR, Svenning JC, Violle C, Wieringa JJ, Wynne G, Fritz S, Strassburg BBN, Obersteiner M, Kapos V, Burgess N, Schmidt-Traub G, Visconti P. Author Correction: Areas of global importance for conserving terrestrial biodiversity, carbon and water. Nat Ecol Evol 2021; 5:1557. [PMID: 34556831 DOI: 10.1038/s41559-021-01569-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Martin Jung
- Biodiversity and Natural Resources Program (BNR), International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria.
| | - Andy Arnell
- UN Environment Programme World Conservation Monitoring Centre (UNEP-WCMC), Cambridge, UK
| | - Xavier de Lamo
- Food and Agriculture Organization of the United Nations (FAO), Rome, Italy
| | | | - Matthew Lewis
- Biodiversity and Natural Resources Program (BNR), International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria.,Department of Zoology, University of Cambridge, Cambridge, UK
| | - Jennifer Mark
- UN Environment Programme World Conservation Monitoring Centre (UNEP-WCMC), Cambridge, UK
| | - Cory Merow
- Department of Ecology and Evolutionary Biology, University of Connecticut, Stamford, CT, USA
| | - Lera Miles
- UN Environment Programme World Conservation Monitoring Centre (UNEP-WCMC), Cambridge, UK
| | - Ian Ondo
- Royal Botanic Gardens, Kew, Richmond, UK
| | | | - Corinna Ravilious
- UN Environment Programme World Conservation Monitoring Centre (UNEP-WCMC), Cambridge, UK
| | - Malin Rivers
- Botanic Gardens Conservation International, Richmondy, UK
| | - Dmitry Schepaschenko
- Biodiversity and Natural Resources Program (BNR), International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria.,Siberian Federal University, Krasnoyarsk, Russia
| | - Oliver Tallowin
- UN Environment Programme World Conservation Monitoring Centre (UNEP-WCMC), Cambridge, UK
| | - Arnout van Soesbergen
- UN Environment Programme World Conservation Monitoring Centre (UNEP-WCMC), Cambridge, UK
| | | | - Bradley L Boyle
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Brian J Enquist
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Xiao Feng
- Department of Geography, Florida State University, Tallahassee, FL, USA
| | - Rachael Gallagher
- Department of Biological Sciences, Macquarie University, North Ryde, New South Wales, Australia
| | - Brian Maitner
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Shai Meiri
- School of Zoology, Faculty of Life Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Mark Mulligan
- Department of Geography, King's College London, London, UK
| | - Gali Ofer
- School of Zoology, Faculty of Life Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Uri Roll
- Mitrani Department of Desert Ecology, Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, Midreshet Ben-Gurion, Israel
| | - Jeffrey O Hanson
- CIBIO/InBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos da Universidade do Porto, Vairão, Portugal
| | - Walter Jetz
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, USA.,Center for Biodiversity and Global Change, Yale University, New Haven, CT, USA
| | - Moreno Di Marco
- Department of Biology and Biotechnologies, Sapienza University of Rome, Rome, Italy
| | | | - D Scott Rinnan
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, USA.,Center for Biodiversity and Global Change, Yale University, New Haven, CT, USA
| | | | - Myroslava Lesiv
- Biodiversity and Natural Resources Program (BNR), International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria
| | - Vanessa M Adams
- School of Geography, Planning and Spatial Sciences, University of Tasmania, Hobart, Tasmania, Australia
| | - Samuel C Andrew
- CSIRO Land and Water, Canberra, Australian Capital Territory, Australia
| | - Joseph R Burger
- Department of Biology, University of Kentucky, Lexington, KY, USA
| | - Lee Hannah
- Betty and Gordon Moore Center for Science, Conservation International, Arlington, VA, USA
| | - Pablo A Marquet
- Departamento de Ecología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile.,Instituto de Ecología y Biodiversidad (IEB), Santiago, Chile.,Centro de Cambio Global UC, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile.,The Santa Fe Institute, Santa Fe, NM, USA.,Instituto de Sistemas Complejos de Valparaíso (ISCV), Valparaíso, Chile
| | | | - Naia Morueta-Holme
- Center for Macroecology, Evolution and Climate, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
| | - Erica A Newman
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Daniel S Park
- Department of Biological Sciences, Purdue University, West Lafayette, IN, USA
| | - Patrick R Roehrdanz
- Betty and Gordon Moore Center for Science, Conservation International, Arlington, VA, USA
| | - Jens-Christian Svenning
- Center for Biodiversity Dynamics in a Changing World (BIOCHANGE), Department of Biology, Aarhus University, Aarhus, Denmark.,Section for Ecoinformatics and Biodiversity, Department of Biology, Aarhus University, Aarhus, Denmark
| | - Cyrille Violle
- CEFE, Univ. Montpellier, CNRS, EPHE, IRD, Univ. Paul Valéry Montpellier 3, Montpellier, France
| | | | | | - Steffen Fritz
- Biodiversity and Natural Resources Program (BNR), International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria
| | - Bernardo B N Strassburg
- Rio Conservation and Sustainability Science Centre, Department of Geography and the Environment, Pontifical Catholic University, Rio de Janeiro, Brazil.,International Institute for Sustainability, Rio de Janeiro, Brazil.,Programa de Pós Graduacão em Ecologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil.,Botanical Garden Research Institute of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Michael Obersteiner
- Biodiversity and Natural Resources Program (BNR), International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria.,Environmental Change Institute, Centre for the Environment, Oxford University, Oxford, UK
| | - Valerie Kapos
- UN Environment Programme World Conservation Monitoring Centre (UNEP-WCMC), Cambridge, UK
| | - Neil Burgess
- UN Environment Programme World Conservation Monitoring Centre (UNEP-WCMC), Cambridge, UK
| | | | - Piero Visconti
- Biodiversity and Natural Resources Program (BNR), International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria.
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16
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Brown CR, Zhao X, Park T, Chen PC, You BH, Park DS, Soper SA, Baird A, Murphy MC. Leakage pressures for gasketless superhydrophobic fluid interconnects for modular lab-on-a-chip systems. Microsyst Nanoeng 2021; 7:69. [PMID: 34567781 PMCID: PMC8433346 DOI: 10.1038/s41378-021-00287-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 02/01/2021] [Accepted: 02/16/2021] [Indexed: 06/13/2023]
Abstract
Chip-to-chip and world-to-chip fluidic interconnections are paramount to enable the passage of liquids between component chips and to/from microfluidic systems. Unfortunately, most interconnect designs add additional physical constraints to chips with each additional interconnect leading to over-constrained microfluidic systems. The competing constraints provided by multiple interconnects induce strain in the chips, creating indeterminate dead volumes and misalignment between chips that comprise the microfluidic system. A novel, gasketless superhydrophobic fluidic interconnect (GSFI) that uses capillary forces to form a liquid bridge suspended between concentric through-holes and acting as a fluid passage was investigated. The GSFI decouples the alignment between component chips from the interconnect function and the attachment of the meniscus of the liquid bridge to the edges of the holes produces negligible dead volume. This passive seal was created by patterning parallel superhydrophobic surfaces (water contact angle ≥ 150°) around concentric microfluidic ports separated by a gap. The relative position of the two polymer chips was determined by passive kinematic constraints, three spherical ball bearings seated in v-grooves. A leakage pressure model derived from the Young-Laplace equation was used to estimate the leakage pressure at failure for the liquid bridge. Injection-molded, Cyclic Olefin Copolymer (COC) chip assemblies with assembly gaps from 3 to 240 µm were used to experimentally validate the model. The maximum leakage pressure measured for the GSFI was 21.4 kPa (3.1 psig), which corresponded to a measured mean assembly gap of 3 µm, and decreased to 0.5 kPa (0.073 psig) at a mean assembly gap of 240 µm. The effect of radial misalignment on the efficacy of the gasketless seals was tested and no significant effect was observed. This may be a function of how the liquid bridges are formed during the priming of the chip, but additional research is required to test that hypothesis.
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Affiliation(s)
- Christopher R. Brown
- Center for Bio-Modular Multi-Scale Systems, Louisiana State University, Baton Rouge, LA 70803 USA
- Department of Mechanical & Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803 USA
| | - Xiaoxiao Zhao
- Center for Bio-Modular Multi-Scale Systems, Louisiana State University, Baton Rouge, LA 70803 USA
- Department of Mechanical & Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803 USA
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON M5S 3GB Canada
| | - Taehyun Park
- Center for Bio-Modular Multi-Scale Systems, Louisiana State University, Baton Rouge, LA 70803 USA
- Department of Mechanical & Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803 USA
- School of Mechanical Engineering, Kyungnam University, Changwon, South Korea
| | - Pin-Chuan Chen
- Center for Bio-Modular Multi-Scale Systems, Louisiana State University, Baton Rouge, LA 70803 USA
- Department of Mechanical & Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803 USA
| | - Byoung Hee You
- Center for Bio-Modular Multi-Scale Systems, Louisiana State University, Baton Rouge, LA 70803 USA
- Department of Mechanical & Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803 USA
- Department of Engineering Technology, Texas State University, San Marcos, TX 78666 USA
| | - Daniel S. Park
- Center for Bio-Modular Multi-Scale Systems, Louisiana State University, Baton Rouge, LA 70803 USA
- Department of Mechanical & Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803 USA
| | - Steven A. Soper
- Department of Mechanical Engineering, The University of Kansas, Lawrence, KS 66045 USA
- Department of Chemistry, The University of Kansas, Lawrence, KS 66045 USA
| | - Alison Baird
- SUNY Downstate Stroke Center, University Hospital of Brooklyn, Brooklyn, NY 11203 USA
| | - Michael C. Murphy
- Center for Bio-Modular Multi-Scale Systems, Louisiana State University, Baton Rouge, LA 70803 USA
- Department of Mechanical & Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803 USA
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17
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Feng X, Merow C, Liu Z, Park DS, Roehrdanz PR, Maitner B, Newman EA, Boyle BL, Lien A, Burger JR, Pires MM, Brando PM, Bush MB, McMichael CNH, Neves DM, Nikolopoulos EI, Saleska SR, Hannah L, Breshears DD, Evans TP, Soto JR, Ernst KC, Enquist BJ. How deregulation, drought and increasing fire impact Amazonian biodiversity. Nature 2021; 597:516-521. [PMID: 34471291 DOI: 10.1038/s41586-021-03876-7] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Accepted: 08/04/2021] [Indexed: 02/08/2023]
Abstract
Biodiversity contributes to the ecological and climatic stability of the Amazon Basin1,2, but is increasingly threatened by deforestation and fire3,4. Here we quantify these impacts over the past two decades using remote-sensing estimates of fire and deforestation and comprehensive range estimates of 11,514 plant species and 3,079 vertebrate species in the Amazon. Deforestation has led to large amounts of habitat loss, and fires further exacerbate this already substantial impact on Amazonian biodiversity. Since 2001, 103,079-189,755 km2 of Amazon rainforest has been impacted by fires, potentially impacting the ranges of 77.3-85.2% of species that are listed as threatened in this region5. The impacts of fire on the ranges of species in Amazonia could be as high as 64%, and greater impacts are typically associated with species that have restricted ranges. We find close associations between forest policy, fire-impacted forest area and their potential impacts on biodiversity. In Brazil, forest policies that were initiated in the mid-2000s corresponded to reduced rates of burning. However, relaxed enforcement of these policies in 2019 has seemingly begun to reverse this trend: approximately 4,253-10,343 km2 of forest has been impacted by fire, leading to some of the most severe potential impacts on biodiversity since 2009. These results highlight the critical role of policy enforcement in the preservation of biodiversity in the Amazon.
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Affiliation(s)
- Xiao Feng
- Department of Geography, Florida State University, Tallahassee, FL, USA.
| | - Cory Merow
- Eversource Energy Center and Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT, USA
| | - Zhihua Liu
- CAS Key Laboratory of Forest Ecology and Management, Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, China
| | - Daniel S Park
- Department of Biological Sciences, Purdue University, West Lafayette, IN, USA.,Purdue Center for Plant Biology, Purdue University, West Lafayette, IN, USA
| | - Patrick R Roehrdanz
- The Moore Center for Science, Conservation International, Arlington, VA, USA
| | - Brian Maitner
- Eversource Energy Center and Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT, USA
| | - Erica A Newman
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA.,Arizona Institutes for Resilience, University of Arizona, Tucson, AZ, USA
| | - Brad L Boyle
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA.,Hardner & Gullison Associates, Amherst, NH, USA
| | - Aaron Lien
- Arizona Institutes for Resilience, University of Arizona, Tucson, AZ, USA.,School of Natural Resources and the Environment, University of Arizona, Tucson, AZ, USA
| | - Joseph R Burger
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA.,Arizona Institutes for Resilience, University of Arizona, Tucson, AZ, USA.,Department of Biology, University of Kentucky, Lexington, KY, USA
| | - Mathias M Pires
- Departamento de Biologia Animal, Universidade Estadual de Campinas, Campinas, Brazil
| | - Paulo M Brando
- Department of Earth System Science, University of California, Irvine, Irvine, CA, USA.,Woodwell Climate Research Center, Falmouth, MA, USA.,Instituto de Pesquisa Ambiental da Amazônia (IPAM), Brasilia, Brazil
| | - Mark B Bush
- Insitute for Global Ecology, Florida Institute of Technology, Melbourne, FL, USA
| | - Crystal N H McMichael
- Department of Ecosystem and Landscape Dynamics, Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, Amsterdam, The Netherlands
| | - Danilo M Neves
- Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Efthymios I Nikolopoulos
- Department of Mechanical and Civil Engineering, Florida Institute of Technology, Melbourne, FL, USA
| | - Scott R Saleska
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Lee Hannah
- The Moore Center for Science, Conservation International, Arlington, VA, USA
| | - David D Breshears
- School of Natural Resources and the Environment, University of Arizona, Tucson, AZ, USA
| | - Tom P Evans
- School of Geography, Development and Environment, University of Arizona, Tucson, AZ, USA
| | - José R Soto
- School of Natural Resources and the Environment, University of Arizona, Tucson, AZ, USA
| | - Kacey C Ernst
- Department of Epidemiology and Biostatistics, College of Public Health, University of Arizona, Tucson, AZ, USA
| | - Brian J Enquist
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA.,The Santa Fe Institute, Santa Fe, NM, USA
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18
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Horowitz JE, Kosmicki JA, Damask A, Sharma D, Roberts GHL, Justice AE, Banerjee N, Coignet MV, Yadav A, Leader JB, Marcketta A, Park DS, Lanche R, Maxwell E, Knight SC, Bai X, Guturu H, Sun D, Baltzell A, Kury FSP, Backman JD, Girshick AR, O'Dushlaine C, McCurdy SR, Partha R, Mansfield AJ, Turissini DA, Li AH, Zhang M, Mbatchou J, Watanabe K, Gurski L, McCarthy SE, Kang HM, Dobbyn L, Stahl E, Verma A, Sirugo G, Ritchie MD, Jones M, Balasubramanian S, Siminovitch K, Salerno WJ, Shuldiner AR, Rader DJ, Mirshahi T, Locke AE, Marchini J, Overton JD, Carey DJ, Habegger L, Cantor MN, Rand KA, Hong EL, Reid JG, Ball CA, Baras A, Abecasis GR, Ferreira MA. Genome-wide analysis in 756,646 individuals provides first genetic evidence that ACE2 expression influences COVID-19 risk and yields genetic risk scores predictive of severe disease. medRxiv 2021. [PMID: 33619501 PMCID: PMC7899471 DOI: 10.1101/2020.12.14.20248176] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
SARS-CoV-2 enters host cells by binding angiotensin-converting enzyme 2 (ACE2). Through a genome-wide association study, we show that a rare variant (MAF = 0.3%, odds ratio 0.60, P=4.5×10-13) that down-regulates ACE2 expression reduces risk of COVID-19 disease, providing human genetics support for the hypothesis that ACE2 levels influence COVID-19 risk. Further, we show that common genetic variants define a risk score that predicts severe disease among COVID-19 cases.
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Affiliation(s)
- J E Horowitz
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - J A Kosmicki
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - A Damask
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - D Sharma
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - G H L Roberts
- AncestryDNA, 1300 West Traverse Parkway, Lehi, UT 84043, USA
| | | | - N Banerjee
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - M V Coignet
- AncestryDNA, 1300 West Traverse Parkway, Lehi, UT 84043, USA
| | - A Yadav
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | | | - A Marcketta
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - D S Park
- AncestryDNA, 1300 West Traverse Parkway, Lehi, UT 84043, USA
| | - R Lanche
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - E Maxwell
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - S C Knight
- AncestryDNA, 1300 West Traverse Parkway, Lehi, UT 84043, USA
| | - X Bai
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - H Guturu
- AncestryDNA, 1300 West Traverse Parkway, Lehi, UT 84043, USA
| | - D Sun
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - A Baltzell
- AncestryDNA, 1300 West Traverse Parkway, Lehi, UT 84043, USA
| | - F S P Kury
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - J D Backman
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - A R Girshick
- AncestryDNA, 1300 West Traverse Parkway, Lehi, UT 84043, USA
| | - C O'Dushlaine
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - S R McCurdy
- AncestryDNA, 1300 West Traverse Parkway, Lehi, UT 84043, USA
| | - R Partha
- AncestryDNA, 1300 West Traverse Parkway, Lehi, UT 84043, USA
| | - A J Mansfield
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - D A Turissini
- AncestryDNA, 1300 West Traverse Parkway, Lehi, UT 84043, USA
| | - A H Li
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - M Zhang
- AncestryDNA, 1300 West Traverse Parkway, Lehi, UT 84043, USA
| | - J Mbatchou
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - K Watanabe
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - L Gurski
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - S E McCarthy
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - H M Kang
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - L Dobbyn
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - E Stahl
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - A Verma
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - G Sirugo
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | | | - M D Ritchie
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - M Jones
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - S Balasubramanian
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - K Siminovitch
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - W J Salerno
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - A R Shuldiner
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - D J Rader
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | | | - A E Locke
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - J Marchini
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - J D Overton
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | | | - L Habegger
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - M N Cantor
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - K A Rand
- AncestryDNA, 1300 West Traverse Parkway, Lehi, UT 84043, USA
| | - E L Hong
- AncestryDNA, 1300 West Traverse Parkway, Lehi, UT 84043, USA
| | - J G Reid
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - C A Ball
- AncestryDNA, 1300 West Traverse Parkway, Lehi, UT 84043, USA
| | - A Baras
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - G R Abecasis
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
| | - M A Ferreira
- Regeneron Genetics Center, 777 Old Saw Mill River Rd., Tarrytown, NY 10591, USA
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19
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Zhao X, Park DS, Choi J, Park S, Soper SA, Murphy MC. Flexible-templated imprinting for fluorine-free, omniphobic plastics with re-entrant structures. J Colloid Interface Sci 2021; 585:668-675. [PMID: 33127056 PMCID: PMC8483707 DOI: 10.1016/j.jcis.2020.10.046] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Revised: 10/12/2020] [Accepted: 10/13/2020] [Indexed: 10/23/2022]
Abstract
HYPOTHESIS Compared to vertical micro-pillars, re-entrant micro-structures exhibited superior omniphobicity for suspending liquids to Cassie-Baxter state. However, the existing re-entrant structures rely on complex multi-step deposition and etching procedures. The conventional, rigid-templated imprinting would instead damage the re-entrant structures. This leads to the question: is it possible to preserve the re-entrant curvatures by a flexible-templated imprinting? EXPERIMENTS We facilely imprinted the re-entrant structures on a plastic substrate using a flexible nylon-mesh template. The effect of imprinting time (15-35 min), temperature (110-120 °C) and pressure (15-50 Bar) was investigated. To further improve the liquid-repellency and abrasion resistance, the silica nanoparticles (30-650 nm) along with epoxy resin binder (10 mg/mL) were pre-coated. FINDINGS A one-step imprinting is sufficient to fabricate the re-entrant structures by utilizing flexible nylon-mesh template, without damaging the imprinted structures after the demolding process. The pre-coated silica nanoparticles and epoxy resin (1) improved liquid repellency by introducing hierarchical surface structures (e.g. contact angle hysteresis of olive oil reduced > 10°), and (2) acted as a protective layer against mechanical abrasion (omniphobicity maintained after 25 cycles, ~1.6 kPa sand paper abrasion). Additionally, the fluorine-free post-treatment was sufficient for the omniphobicity on the obtained plastic structures.
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Affiliation(s)
- Xiaoxiao Zhao
- Center for BioModular Multiscale Systems for Precision Medicine, Department of Mechanical & Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803, United States
| | - Daniel S Park
- Center for BioModular Multiscale Systems for Precision Medicine, Department of Mechanical & Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803, United States
| | - Junseo Choi
- Center for BioModular Multiscale Systems for Precision Medicine, Department of Mechanical & Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803, United States
| | - Sungook Park
- Center for BioModular Multiscale Systems for Precision Medicine, Department of Mechanical & Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803, United States
| | - Steven A Soper
- Departments of Chemistry and Mechanical Engineering, University of Kansas, Lawrence, KS 66045, United States
| | - Michael C Murphy
- Center for BioModular Multiscale Systems for Precision Medicine, Department of Mechanical & Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803, United States.
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20
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Park DS, Willis CG, Xi Z, Kartesz JT, Davis CC, Worthington S. Machine learning predicts large scale declines in native plant phylogenetic diversity. New Phytol 2020; 227:1544-1556. [PMID: 32339295 DOI: 10.1111/nph.16621] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2019] [Accepted: 04/12/2020] [Indexed: 06/11/2023]
Abstract
Though substantial effort has gone into predicting how global climate change will impact biodiversity patterns, the scarcity of taxon-specific information has hampered the efficacy of these endeavors. Further, most studies analyzing spatiotemporal patterns of biodiversity focus narrowly on species richness. We apply machine learning approaches to a comprehensive vascular plant database for the United States and generate predictive models of regional plant taxonomic and phylogenetic diversity in response to a wide range of environmental variables. We demonstrate differences in predicted patterns and potential drivers of native vs nonnative biodiversity. In particular, native phylogenetic diversity is likely to decrease over the next half century despite increases in species richness. We also identify that patterns of taxonomic diversity can be incongruent with those of phylogenetic diversity. The combination of macro-environmental factors that determine diversity likely varies at continental scales; thus, as climate change alters the combinations of these factors across the landscape, the collective effect on regional diversity will also vary. Our study represents one of the most comprehensive examinations of plant diversity patterns to date and demonstrates that our ability to predict future diversity may benefit tremendously from the application of machine learning.
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Affiliation(s)
- Daniel S Park
- Department of Organismic and Evolutionary Biology and Harvard University Herbaria, Harvard University, Cambridge, MA, 02138, USA
| | - Charles G Willis
- Department of Biology Teaching and Learning, University of Minnesota, Minneapolis, MN, 55108, USA
| | - Zhenxiang Xi
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, 610065, China
| | - John T Kartesz
- Biota of North America Program, 9319 Bracken Lane, Chapel Hill, NC, 27516, USA
| | - Charles C Davis
- Department of Organismic and Evolutionary Biology and Harvard University Herbaria, Harvard University, Cambridge, MA, 02138, USA
| | - Steven Worthington
- Institute for Quantitative Social Science, Harvard University, Cambridge, MA, 02138, USA
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21
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Luppino JM, Park DS, Nguyen SC, Lan Y, Xu Z, Yunker R, Joyce EF. Cohesin promotes stochastic domain intermingling to ensure proper regulation of boundary-proximal genes. Nat Genet 2020; 52:840-848. [PMID: 32572210 PMCID: PMC7416539 DOI: 10.1038/s41588-020-0647-9] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Accepted: 05/18/2020] [Indexed: 01/10/2023]
Abstract
The human genome can be segmented into topologically associating domains (TADs), which have been proposed to spatially sequester genes and regulatory elements through chromatin looping. Interactions between TADs have also been suggested, presumably because of variable boundary positions across individual cells. However, the nature, extent and consequence of these dynamic boundaries remain unclear. Here, we combine high-resolution imaging with Oligopaint technology to quantify the interaction frequencies across both weak and strong boundaries. We find that chromatin intermingling across population-defined boundaries is widespread but that the extent of permissibility is locus-specific. Cohesin depletion, which abolishes domain formation at the population level, does not induce ectopic interactions but instead reduces interactions across all boundaries tested. In contrast, WAPL or CTCF depletion increases inter-domain contacts in a cohesin-dependent manner. Reduced chromatin intermingling due to cohesin loss affects the topology and transcriptional bursting frequencies of genes near boundaries. We propose that cohesin occasionally bypasses boundaries to promote incorporation of boundary-proximal genes into neighboring domains.
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Affiliation(s)
- Jennifer M Luppino
- Department of Genetics, Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Daniel S Park
- Department of Genetics, Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Son C Nguyen
- Department of Genetics, Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Yemin Lan
- Department of Cell and Developmental Biology, Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Zhuxuan Xu
- Department of Genetics, Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Rebecca Yunker
- Department of Genetics, Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Eric F Joyce
- Department of Genetics, Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
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22
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Davis CC, Champ J, Park DS, Breckheimer I, Lyra GM, Xie J, Joly A, Tarapore D, Ellison AM, Bonnet P. A New Method for Counting Reproductive Structures in Digitized Herbarium Specimens Using Mask R-CNN. Front Plant Sci 2020; 11:1129. [PMID: 32849691 PMCID: PMC7411132 DOI: 10.3389/fpls.2020.01129] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Accepted: 07/09/2020] [Indexed: 05/29/2023]
Abstract
Phenology-the timing of life-history events-is a key trait for understanding responses of organisms to climate. The digitization and online mobilization of herbarium specimens is rapidly advancing our understanding of plant phenological response to climate and climatic change. The current practice of manually harvesting data from individual specimens, however, greatly restricts our ability to scale-up data collection. Recent investigations have demonstrated that machine-learning approaches can facilitate this effort. However, present attempts have focused largely on simplistic binary coding of reproductive phenology (e.g., presence/absence of flowers). Here, we use crowd-sourced phenological data of buds, flowers, and fruits from >3,000 specimens of six common wildflower species of the eastern United States (Anemone canadensis L., A. hepatica L., A. quinquefolia L., Trillium erectum L., T. grandiflorum (Michx.) Salisb., and T. undulatum Wild.) to train models using Mask R-CNN to segment and count phenological features. A single global model was able to automate the binary coding of each of the three reproductive stages with >87% accuracy. We also successfully estimated the relative abundance of each reproductive structure on a specimen with ≥90% accuracy. Precise counting of features was also successful, but accuracy varied with phenological stage and taxon. Specifically, counting flowers was significantly less accurate than buds or fruits likely due to their morphological variability on pressed specimens. Moreover, our Mask R-CNN model provided more reliable data than non-expert crowd-sourcers but not botanical experts, highlighting the importance of high-quality human training data. Finally, we also demonstrated the transferability of our model to automated phenophase detection and counting of the three Trillium species, which have large and conspicuously-shaped reproductive organs. These results highlight the promise of our two-phase crowd-sourcing and machine-learning pipeline to segment and count reproductive features of herbarium specimens, thus providing high-quality data with which to investigate plant responses to ongoing climatic change.
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Affiliation(s)
- Charles C. Davis
- Department of Organismic and Evolutionary Biology, Harvard University Herbaria, Harvard University, Cambridge, MA, United States
| | - Julien Champ
- LIRMM, Inria, University of Montpellier, Montpellier, France
| | - Daniel S. Park
- Department of Organismic and Evolutionary Biology, Harvard University Herbaria, Harvard University, Cambridge, MA, United States
| | - Ian Breckheimer
- Department of Organismic and Evolutionary Biology, Harvard University Herbaria, Harvard University, Cambridge, MA, United States
| | - Goia M. Lyra
- Department of Organismic and Evolutionary Biology, Harvard University Herbaria, Harvard University, Cambridge, MA, United States
- Universidade Federal da Bahia (UFBA), Salvador, Brazil
| | - Junxi Xie
- Department of Organismic and Evolutionary Biology, Harvard University Herbaria, Harvard University, Cambridge, MA, United States
| | - Alexis Joly
- LIRMM, Inria, University of Montpellier, Montpellier, France
| | - Dharmesh Tarapore
- Department of Computer Science, Boston University, Boston, MA, United States
| | - Aaron M. Ellison
- Harvard Forest, Harvard University, Petersham, MA, United States
| | - Pierre Bonnet
- CIRAD, UMR AMAP, Montpellier, France
- AMAP, Univ Montpellier, CIRAD, CNRS, INRAE, IRD, Montpellier, France
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Abstract
Within the ivory tower of academia, the coronavirus disease 2019 (COVID-19) pandemic stands to disproportionately impact the invisible workforce of postdoctoral researchers (postdocs). Faced with university closures, hiring freezes, and a general lack of support and benefits, an entire generation of postdocs and their knowledge and skills may be lost to academia without intervention.
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Affiliation(s)
- Daniel S Park
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA.
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24
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Ramananjato V, Rakotomalala Z, Park DS, DeSisto CMM, Raoelinjanakolona NN, Guthrie NK, Fenosoa ZES, Jonhson SE, Razafindratsima OH. The role of nocturnal omnivorous lemurs as seed dispersers in Malagasy rain forests. Biotropica 2020. [DOI: 10.1111/btp.12789] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Veronarindra Ramananjato
- Mention Zoologie et Biodiversité Animale Faculté des Sciences University of Antananarivo Antananarivo Madagascar
| | - Zafimahery Rakotomalala
- Mention Zoologie et Biodiversité Animale Faculté des Sciences University of Antananarivo Antananarivo Madagascar
| | - Daniel S. Park
- Department of Organismic and Evolutionary Biology Harvard University Cambridge MA USA
| | - Camille M. M. DeSisto
- Department of Organismic and Evolutionary Biology Harvard University Cambridge MA USA
| | - Nancia N. Raoelinjanakolona
- Mention Zoologie et Biodiversité Animale Faculté des Sciences University of Antananarivo Antananarivo Madagascar
| | - Nicola K. Guthrie
- Department of Anthropology and Archaeology University of Calgary Calgary AB Canada
| | - Zo E. S. Fenosoa
- Mention Zoologie et Biodiversité Animale Faculté des Sciences University of Antananarivo Antananarivo Madagascar
| | - Steig E. Jonhson
- Department of Anthropology and Archaeology University of Calgary Calgary AB Canada
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25
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Zhao X, Park DS, Choi J, Park S, Soper SA, Murphy MC. Robust, transparent, superhydrophobic coatings using novel hydrophobic/hydrophilic dual-sized silica particles. J Colloid Interface Sci 2020; 574:347-354. [PMID: 32335484 DOI: 10.1016/j.jcis.2020.04.065] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Revised: 04/15/2020] [Accepted: 04/16/2020] [Indexed: 11/27/2022]
Abstract
HYPOTHESIS The superhydrophobic lotus leaf has dual-scale surface structures, that is, nano-bumps on micro-mountains. Large hydrophilic particles, due to its high surface energy and weight, have high affility to substrates and tend to precipitate at the bottom of coating films. Small hydrophobic particles, due to its low surface energy and weight, tends to sit on the top of coating films and form porous structures. To mimic the lotus leaf surface, it may be possible to develop dual-sized particle films, in which small particles are decorated on large particles. EXPERIMENTS A one-step spin coating of a mixture of dual-sized silica particles (55/200 nm) was used. Epoxy resin was added to improve the adhesion of particle films. The single-sized and dual-sized particle films were compared. The mechanical robustness of particle films was tested by tape peeling and droplet impact. FINDINGS The novel combination of hydrophobic silica (55 nm) and hydrophilic silica (200 nm) is essential in creating the hierarchical structures. By combining the strong adhesion of hydrophilic silica (bottom of coating film) to polymer substrates and porous structures of hydrophobic silica (top of coating film), we first time report a one-step and versatile approach to create uniform, transparent, robust, and superhydrophobic surface.
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Affiliation(s)
- Xiaoxiao Zhao
- Center for BioModular Multiscale Systems for Precision Medicine, Department of Mechanical & Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803, United States
| | - Daniel S Park
- Center for BioModular Multiscale Systems for Precision Medicine, Department of Mechanical & Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803, United States
| | - Junseo Choi
- Center for BioModular Multiscale Systems for Precision Medicine, Department of Mechanical & Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803, United States
| | - Sunggook Park
- Center for BioModular Multiscale Systems for Precision Medicine, Department of Mechanical & Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803, United States
| | - Steven A Soper
- Departments of Chemistry and Mechanical Engineering, University of Kansas, Lawrence, KS 66045, United States
| | - Michael C Murphy
- Center for BioModular Multiscale Systems for Precision Medicine, Department of Mechanical & Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803, United States.
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26
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Park DS, Han J, Torabi M, Forget EL. Managing mental health: why we need to redress the balance between healthcare spending and social spending. BMC Public Health 2020; 20:393. [PMID: 32216782 PMCID: PMC7098116 DOI: 10.1186/s12889-020-08491-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Accepted: 03/09/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Mental health outcomes vary widely among high-income countries, although mental health problems represent an increasing proportion of the burden of disease for all countries. This has led to increased demand for healthcare services, but mental health outcomes may also be particularly sensitive to the availability of social services. This paper examines the variation in the absolute and relative amounts that high-income countries spend on healthcare and social services to determine whether increased expenditure on social services relative to healthcare expenditure might be associated with better mental health outcomes. METHODS This paper estimates the association between patterns of government spending and population mental health, as measured by the death rate resulting from mental and behavioural disorders, across member countries of the Organisation for Economic Cooperation and Development (OECD). We use country-level repeated measures multivariable modelling for the period from 1995 to 2016 with region and time effects, adjusted for total spending and demographic and economic characteristics. Healthcare spending includes all curative services, long-term care, ancillary services, medical goods, preventative care and administration whilst social spending consists of all transfer payments made to individuals and families as part of the welfare state. RESULTS We find that a higher ratio of social to healthcare expenditure is associated with significantly better mental health outcomes for OECD populations, as measured by the death rate resulting from mental and behavioural disorders. We also find that there is no statistically significant association between healthcare spending and population mental health when we do not control for social spending. CONCLUSION This study suggests that OECD countries can have a significant impact on population mental health by investing a greater proportion of total expenditure in social services.
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Affiliation(s)
- Daniel S. Park
- Somerville College, University of Oxford, Woodstock Road, Oxford, OX26HD UK
| | - Jing Han
- Rady Faculty of Health Sciences, University of Manitoba, 727 McDermot Avenue, Winnipeg, MB R3E 3P5 Canada
| | - Mahmoud Torabi
- Rady Faculty of Health Sciences, University of Manitoba, 727 McDermot Avenue, Winnipeg, MB R3E 3P5 Canada
| | - Evelyn L. Forget
- Rady Faculty of Health Sciences, University of Manitoba, 727 McDermot Avenue, Winnipeg, MB R3E 3P5 Canada
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27
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Gallagher RV, Falster DS, Maitner BS, Salguero-Gómez R, Vandvik V, Pearse WD, Schneider FD, Kattge J, Poelen JH, Madin JS, Ankenbrand MJ, Penone C, Feng X, Adams VM, Alroy J, Andrew SC, Balk MA, Bland LM, Boyle BL, Bravo-Avila CH, Brennan I, Carthey AJR, Catullo R, Cavazos BR, Conde DA, Chown SL, Fadrique B, Gibb H, Halbritter AH, Hammock J, Hogan JA, Holewa H, Hope M, Iversen CM, Jochum M, Kearney M, Keller A, Mabee P, Manning P, McCormack L, Michaletz ST, Park DS, Perez TM, Pineda-Munoz S, Ray CA, Rossetto M, Sauquet H, Sparrow B, Spasojevic MJ, Telford RJ, Tobias JA, Violle C, Walls R, Weiss KCB, Westoby M, Wright IJ, Enquist BJ. Open Science principles for accelerating trait-based science across the Tree of Life. Nat Ecol Evol 2020; 4:294-303. [PMID: 32066887 DOI: 10.1038/s41559-020-1109-6] [Citation(s) in RCA: 73] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2019] [Accepted: 01/10/2020] [Indexed: 01/22/2023]
Abstract
Synthesizing trait observations and knowledge across the Tree of Life remains a grand challenge for biodiversity science. Species traits are widely used in ecological and evolutionary science, and new data and methods have proliferated rapidly. Yet accessing and integrating disparate data sources remains a considerable challenge, slowing progress toward a global synthesis to integrate trait data across organisms. Trait science needs a vision for achieving global integration across all organisms. Here, we outline how the adoption of key Open Science principles-open data, open source and open methods-is transforming trait science, increasing transparency, democratizing access and accelerating global synthesis. To enhance widespread adoption of these principles, we introduce the Open Traits Network (OTN), a global, decentralized community welcoming all researchers and institutions pursuing the collaborative goal of standardizing and integrating trait data across organisms. We demonstrate how adherence to Open Science principles is key to the OTN community and outline five activities that can accelerate the synthesis of trait data across the Tree of Life, thereby facilitating rapid advances to address scientific inquiries and environmental issues. Lessons learned along the path to a global synthesis of trait data will provide a framework for addressing similarly complex data science and informatics challenges.
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Affiliation(s)
- Rachael V Gallagher
- Department of Biological Sciences, Macquarie University, Sydney, New South Wales, Australia.
| | - Daniel S Falster
- Evolution and Ecology Research Centre and School of Biological, Earth and Environmental Sciences, University of New South Wales, Sydney, New South Wales, Australia
| | - Brian S Maitner
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Roberto Salguero-Gómez
- Department of Zoology, Oxford University, Oxford, UK.,Centre for Biodiversity and Conservation Science, University of Queensland, Brisbane, Queensland, Australia.,Evolutionary Demography Laboratory, Max Plank Institute for Demographic Research, Rostock, Germany
| | - Vigdis Vandvik
- Department of Biological Sciences, University of Bergen, Bergen, Norway.,Bjerknes Centre for Climate Research, University of Bergen, Bergen, Norway
| | - William D Pearse
- Ecology Center and Department of Biology, Utah State University, Logan, UT, USA
| | | | - Jens Kattge
- Max Planck Institute for Biogeochemistry, Jena, Germany.,German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
| | | | - Joshua S Madin
- Hawai'i Institute of Marine Biology, University of Hawai'i at Manoa, Manoa, HI, USA
| | - Markus J Ankenbrand
- Department of Bioinformatics, Biocenter, University of Wuerzburg, Wuerzburg, Germany.,Center for Computational and Theoretical Biology, Biocenter, University of Wuerzburg, Wuerzburg, Germany.,Comprehensive Heart Failure Center, University Hospital Wuerzburg, Wuerzburg, Germany
| | - Caterina Penone
- Institute of Plant Sciences, University of Bern, Bern, Switzerland
| | - Xiao Feng
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Vanessa M Adams
- Discipline of Geography and Spatial Sciences, University of Tasmania, Hobart, Tasmania, Australia
| | - John Alroy
- Department of Biological Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Samuel C Andrew
- Commonwealth Scientific and Industrial Research Organisation (CSIRO), Canberra, Australian Capital Territory, Australia
| | - Meghan A Balk
- Bio5 Institute, University of Arizona, Tucson, AZ, USA
| | - Lucie M Bland
- School of Life and Environmental Sciences, Centre for Integrative Ecology, Deakin University, Geelong, Victoria, Australia
| | - Brad L Boyle
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Catherine H Bravo-Avila
- Department of Biology, University of Miami, Miami, FL, USA.,Fairchild Tropical Botanic Garden, Coral Gables, FL, USA
| | - Ian Brennan
- Research School of Biology, Australian National University, Canberra, Australian Capital Territory, Australia
| | - Alexandra J R Carthey
- Department of Biological Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Renee Catullo
- Research School of Biology, Australian National University, Canberra, Australian Capital Territory, Australia
| | - Brittany R Cavazos
- Department of Ecology, Evolution, and Organismal Biology, Iowa State University, Ames, IA, USA
| | - Dalia A Conde
- Species360 Conservation Science Alliance, Bloomington, MN, USA.,Interdisciplinary Center on Population Dynamics, University of Southern Denmark, Odense, Denmark.,Department of Biology, University of Southern Denmark, Odense, Denmark
| | - Steven L Chown
- School of Biological Sciences, Monash University, Melbourne, Victoria, Australia
| | - Belen Fadrique
- Department of Biology, University of Miami, Miami, FL, USA
| | - Heloise Gibb
- Department of Ecology, Environment and Evolution and Centre for Future Landscapes, La Trobe University, Melbourne, Victoria, Australia
| | - Aud H Halbritter
- Department of Biological Sciences, University of Bergen, Bergen, Norway.,Bjerknes Centre for Climate Research, University of Bergen, Bergen, Norway
| | - Jennifer Hammock
- National Museum of Natural History, Smithsonian Institution, Washington, DC, USA
| | - J Aaron Hogan
- International Center for Tropical Botany, Department of Biological Sciences, Florida International University, Miami, FL, USA
| | - Hamish Holewa
- Commonwealth Scientific and Industrial Research Organisation (CSIRO), Canberra, Australian Capital Territory, Australia
| | - Michael Hope
- Commonwealth Scientific and Industrial Research Organisation (CSIRO), Canberra, Australian Capital Territory, Australia
| | - Colleen M Iversen
- Climate Change Science Institute and Environmental Sciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
| | - Malte Jochum
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.,Institute of Plant Sciences, University of Bern, Bern, Switzerland.,Institute of Biology, Leipzig University, Leipzig, Germany
| | - Michael Kearney
- School of BioSciences, The University of Melbourne, Melbourne, Victoria, Australia
| | - Alexander Keller
- Department of Bioinformatics, Biocenter, University of Wuerzburg, Wuerzburg, Germany.,Center for Computational and Theoretical Biology, Biocenter, University of Wuerzburg, Wuerzburg, Germany
| | - Paula Mabee
- Department of Biology, University of South Dakota, Vermillion, SD, USA
| | - Peter Manning
- Senckenberg Biodiversity and Climate Research Centre (SBiK-F), Frankfurt, Germany
| | - Luke McCormack
- Center for Tree Science, The Morton Arboretum, Lisle, IL, USA
| | - Sean T Michaletz
- Department of Botany and Biodiversity Research Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Daniel S Park
- Department of Organismic and Evolutionary Biology and Harvard University Herbaria, Harvard University, Cambridge, MA, USA
| | - Timothy M Perez
- Department of Biology, University of Miami, Miami, FL, USA.,Fairchild Tropical Botanic Garden, Coral Gables, FL, USA
| | - Silvia Pineda-Munoz
- School of Biological Sciences and School of Earth & Atmospheric Sciences, Georgia Institute of Technology, Atlanta, GA, USA
| | - Courtenay A Ray
- School of Life Sciences, Arizona State University, Tempe, AZ, USA
| | - Maurizio Rossetto
- National Herbarium of New South Wales, Royal Botanic Gardens and Domain Trust, Sydney, New South Wales, Australia.,Queensland Alliance of Agriculture and Food Innovation, University of Queensland, Brisbane, Queensland, Australia
| | - Hervé Sauquet
- Evolution and Ecology Research Centre and School of Biological, Earth and Environmental Sciences, University of New South Wales, Sydney, New South Wales, Australia.,National Herbarium of New South Wales, Royal Botanic Gardens and Domain Trust, Sydney, New South Wales, Australia.,Ecologie Systématique Evolution, Univ. Paris-Sud, CNRS, AgroParisTech, Universite Paris-Saclay, Orsay, France
| | - Benjamin Sparrow
- TERN / School of Biological Sciences, Faculty of Science, The University of Adelaide, Adelaide, South Australia, Australia
| | - Marko J Spasojevic
- Department of Evolution, Ecology, and Organismal Biology, University of California Riverside, Riverside, CA, USA
| | - Richard J Telford
- Department of Biological Sciences, University of Bergen, Bergen, Norway.,Bjerknes Centre for Climate Research, University of Bergen, Bergen, Norway
| | - Joseph A Tobias
- Department of Life Sciences, Imperial College London, London, UK
| | - Cyrille Violle
- CEFE, CNRS, Univ Montpellier, Université Paul Valéry Montpellier, Montpellier, France
| | | | | | - Mark Westoby
- Department of Biological Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Ian J Wright
- Department of Biological Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Brian J Enquist
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA.,Santa Fe Institute, Santa Fe, NM, USA
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Hedrick BP, Heberling JM, Meineke EK, Turner KG, Grassa CJ, Park DS, Kennedy J, Clarke JA, Cook JA, Blackburn DC, Edwards SV, Davis CC. Digitization and the Future of Natural History Collections. Bioscience 2020. [DOI: 10.1093/biosci/biz163] [Citation(s) in RCA: 89] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Abstract
Natural history collections (NHCs) are the foundation of historical baselines for assessing anthropogenic impacts on biodiversity. Along these lines, the online mobilization of specimens via digitization—the conversion of specimen data into accessible digital content—has greatly expanded the use of NHC collections across a diversity of disciplines. We broaden the current vision of digitization (Digitization 1.0)—whereby specimens are digitized within NHCs—to include new approaches that rely on digitized products rather than the physical specimen (Digitization 2.0). Digitization 2.0 builds on the data, workflows, and infrastructure produced by Digitization 1.0 to create digital-only workflows that facilitate digitization, curation, and data links, thus returning value to physical specimens by creating new layers of annotation, empowering a global community, and developing automated approaches to advance biodiversity discovery and conservation. These efforts will transform large-scale biodiversity assessments to address fundamental questions including those pertaining to critical issues of global change.
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Affiliation(s)
- Brandon P Hedrick
- Department of Cell Biology and Anatomy, Louisiana State University Health Sciences Center, New Orleans, Louisiana
- Department of Organismal and Evolutionary Biology, Harvard University, Cambridge, Massachusetts
| | - J Mason Heberling
- Section of Botany, Carnegie Museum of Natural History, Pittsburgh, Pennsylvania
| | - Emily K Meineke
- Department of Organismal and Evolutionary Biology, Harvard University, Cambridge, Massachusetts
- Harvard University Herbaria, Harvard University, Cambridge, Massachusetts
| | - Kathryn G Turner
- Department of Biological Sciences, Idaho State University, Pocatello
| | | | - Daniel S Park
- Harvard University Herbaria, Harvard University, Cambridge, Massachusetts
| | - Jonathan Kennedy
- Harvard University Herbaria, Harvard University, Cambridge, Massachusetts
| | - Julia A Clarke
- Jackson School of Geosciences, University of Texas at Austin, Austin, Texas
| | - Joseph A Cook
- Department of Biology, University of New Mexico, Albuquerque
| | - David C Blackburn
- Florida Museum of Natural History, University of Florida, Gainesville
| | - Scott V Edwards
- Department of Organismal and Evolutionary Biology, Harvard University, Cambridge, Massachusetts
| | - Charles C Davis
- Harvard University Herbaria, Harvard University, Cambridge, Massachusetts
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29
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Cali CP, Park DS, Lee EB. Targeted DNA methylation of neurodegenerative disease genes via homology directed repair. Nucleic Acids Res 2019; 47:11609-11622. [PMID: 31680172 PMCID: PMC7145628 DOI: 10.1093/nar/gkz979] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Revised: 09/18/2019] [Accepted: 10/11/2019] [Indexed: 12/13/2022] Open
Abstract
DNA methyltransferases (DNMTs) are thought to be involved in the cellular response to DNA damage, thus linking DNA repair mechanisms with DNA methylation. In this study we present Homology Assisted Repair Dependent Epigenetic eNgineering (HARDEN), a novel method of targeted DNA methylation that utilizes endogenous DNA double strand break repair pathways. This method allows for stable targeted DNA methylation through the process of homology directed repair (HDR) via an in vitro methylated exogenous repair template. We demonstrate that HARDEN can be applied to the neurodegenerative disease genes C9orf72 and APP, and methylation can be induced via HDR with both single and double stranded methylated repair templates. HARDEN allows for higher targeted DNA methylation levels than a dCas9-DNMT3a fusion protein construct at C9orf72, and genome-wide methylation analysis reveals no significant off-target methylation changes when inducing methylation via HARDEN, whereas the dCas9-DNMT3a fusion construct causes global off-target methylation. HARDEN is applied to generate a patient derived iPSC model of amyotrophic lateral sclerosis and frontotemporal dementia (ALS/FTD) that recapitulates DNA methylation patterns seen in patients, demonstrating that DNA methylation of the 5' regulatory region directly reduces C9orf72 expression and increases histone H3K9 tri-methylation levels.
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Affiliation(s)
- Christopher P Cali
- Translational Neuropathology Research Laboratory, Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Daniel S Park
- Translational Neuropathology Research Laboratory, Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Edward B Lee
- Translational Neuropathology Research Laboratory, Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, USA
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Enquist BJ, Feng X, Boyle B, Maitner B, Newman EA, Jørgensen PM, Roehrdanz PR, Thiers BM, Burger JR, Corlett RT, Couvreur TLP, Dauby G, Donoghue JC, Foden W, Lovett JC, Marquet PA, Merow C, Midgley G, Morueta-Holme N, Neves DM, Oliveira-Filho AT, Kraft NJB, Park DS, Peet RK, Pillet M, Serra-Diaz JM, Sandel B, Schildhauer M, Šímová I, Violle C, Wieringa JJ, Wiser SK, Hannah L, Svenning JC, McGill BJ. The commonness of rarity: Global and future distribution of rarity across land plants. Sci Adv 2019; 5:eaaz0414. [PMID: 31807712 PMCID: PMC6881168 DOI: 10.1126/sciadv.aaz0414] [Citation(s) in RCA: 107] [Impact Index Per Article: 21.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Accepted: 11/04/2019] [Indexed: 05/21/2023]
Abstract
A key feature of life's diversity is that some species are common but many more are rare. Nonetheless, at global scales, we do not know what fraction of biodiversity consists of rare species. Here, we present the largest compilation of global plant diversity to quantify the fraction of Earth's plant biodiversity that are rare. A large fraction, ~36.5% of Earth's ~435,000 plant species, are exceedingly rare. Sampling biases and prominent models, such as neutral theory and the k-niche model, cannot account for the observed prevalence of rarity. Our results indicate that (i) climatically more stable regions have harbored rare species and hence a large fraction of Earth's plant species via reduced extinction risk but that (ii) climate change and human land use are now disproportionately impacting rare species. Estimates of global species abundance distributions have important implications for risk assessments and conservation planning in this era of rapid global change.
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Affiliation(s)
- Brian J. Enquist
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ 85721, USA
- Santa Fe Institute, 1399 Hyde Park Rd., Santa Fe, NM 87501, USA
| | - Xiao Feng
- Institute of the Environment, University of Arizona, Tucson, AZ 85721, USA
| | - Brad Boyle
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ 85721, USA
| | - Brian Maitner
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ 85721, USA
| | - Erica A. Newman
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ 85721, USA
- Institute of the Environment, University of Arizona, Tucson, AZ 85721, USA
| | | | - Patrick R. Roehrdanz
- Betty and Gordon Moore Center for Science, Conservation International, 2011 Crystal Dr., Arlington, VA 22202, USA
| | - Barbara M. Thiers
- New York Botanical Garden, 2900 Southern Blvd., Bronx, NY 10348, USA
| | - Joseph R. Burger
- Institute of the Environment, University of Arizona, Tucson, AZ 85721, USA
| | - Richard T. Corlett
- Centre for Integrative Conservation, Xishuangbanna Tropical Botanical Garden and Center of Conservation Biology, Core Botanical Gardens, Chinese Academy of Sciences, Menglun, Yunnan, China
| | | | - Gilles Dauby
- AMAP, IRD, CIRAD, CNRS, INRA, Université Montpellier, Montpellier, France
| | | | - Wendy Foden
- Cape Research Centre, South African National Parks, Tokai, 7947 Cape Town, South Africa
| | - Jon C. Lovett
- School of Geography, University of Leeds, Leeds, UK
- Royal Botanic Gardens, Kew, Richmond, Surrey, UK
| | - Pablo A. Marquet
- Santa Fe Institute, 1399 Hyde Park Rd., Santa Fe, NM 87501, USA
- Departamento de Ecología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, CP 8331150 Santiago, Chile
- Instituto de Ecología y Biodiversidad (IEB), Laboratorio Internacional de Cambio Global and Centro de Cambio Global UC, Chile
| | - Cory Merow
- Department of Ecology and Evolutionary Biology, University of Connecticut, CT 06269, USA
| | - Guy Midgley
- Department of Botany and Zoology, Stellenbosch University, Stellenbosch, South Africa
| | - Naia Morueta-Holme
- Center for Macroecology, Evolution and University of Copenhagen, Universitetsparken 15, Building 3, DK-2100 Copenhagen Ø, Denmark
| | - Danilo M. Neves
- Department of Botany, Federal University of Minas Gerais, Belo Horizonte 31270-901, Minas Gerais, Brazil
| | - Ary T. Oliveira-Filho
- Department of Botany, Federal University of Minas Gerais, Belo Horizonte 31270-901, Minas Gerais, Brazil
| | - Nathan J. B. Kraft
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Daniel S. Park
- Department of Organismic and Evolutionary Biology, Harvard University, MA 02138, USA
| | - Robert K. Peet
- Department of Biology, University of North Carolina, NC 27599, USA
| | - Michiel Pillet
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ 85721, USA
| | | | - Brody Sandel
- Department of Biology, Santa Clara University, Santa Clara, CA 95053, USA
| | - Mark Schildhauer
- National Center for Ecological Analysis and Synthesis, Santa Barbara, CA 93101, USA
| | - Irena Šímová
- Centre for Theoretical Study, Charles University, Prague 1, Czech Republic
- Department of Ecology, Faculty of Sciences, Charles University, Czech Republic
| | - Cyrille Violle
- Université Montpellier, CNRS, EPHE, IRD, Université Paul Valéry Montpellier 3, Montpellier, France
| | - Jan J. Wieringa
- Naturalis Biodiversity Center, Darwinweg 2, Leiden, Netherlands
| | | | - Lee Hannah
- Betty and Gordon Moore Center for Science, Conservation International, 2011 Crystal Dr., Arlington, VA 22202, USA
| | - Jens-Christian Svenning
- Center for Biodiversity Dynamics in a Changing World (BIOCHANGE) and Section for Ecoinformatics and Biodiversity, Department of Bioscience, Aarhus University, Ny Munkegade 114, DK-8000 Aarhus C, Denmark
| | - Brian J. McGill
- School of Biology and Ecology and Senator George J. Mitchell Center of Sustainability Solutions, University of Maine, Orono, ME 04469, USA
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Feng X, Park DS, Liang Y, Pandey R, Papeş M. Collinearity in ecological niche modeling: Confusions and challenges. Ecol Evol 2019; 9:10365-10376. [PMID: 31624555 PMCID: PMC6787792 DOI: 10.1002/ece3.5555] [Citation(s) in RCA: 91] [Impact Index Per Article: 18.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Revised: 06/24/2019] [Accepted: 07/25/2019] [Indexed: 01/11/2023] Open
Abstract
Ecological niche models are widely used in ecology and biogeography. Maxent is one of the most frequently used niche modeling tools, and many studies have aimed to optimize its performance. However, scholars have conflicting views on the treatment of predictor collinearity in Maxent modeling. Despite this lack of consensus, quantitative examinations of the effects of collinearity on Maxent modeling, especially in model transfer scenarios, are lacking. To address this knowledge gap, here we quantify the effects of collinearity under different scenarios of Maxent model training and projection. We separately examine the effects of predictor collinearity, collinearity shifts between training and testing data, and environmental novelty on model performance. We demonstrate that excluding highly correlated predictor variables does not significantly influence model performance. However, we find that collinearity shift and environmental novelty have significant negative effects on the performance of model transfer. We thus conclude that (a) Maxent is robust to predictor collinearity in model training; (b) the strategy of excluding highly correlated variables has little impact because Maxent accounts for redundant variables; and (c) collinearity shift and environmental novelty can negatively affect Maxent model transferability. We therefore recommend to quantify and report collinearity shift and environmental novelty to better infer model accuracy when models are spatially and/or temporally transferred.
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Affiliation(s)
- Xiao Feng
- Institute of the EnvironmentUniversity of ArizonaTucsonAZUSA
- School of Natural Resources and the EnvironmentUniversity of ArizonaTucsonAZUSA
| | - Daniel S. Park
- Department of Organismic and Evolutionary BiologyHarvard UniversityCambridgeMAUSA
| | - Ye Liang
- Department of StatisticsOklahoma State UniversityStillwaterOKUSA
| | - Ranjit Pandey
- Department of Integrative BiologyOklahoma State UniversityStillwaterOKUSA
| | - Monica Papeş
- Department of Ecology and Evolutionary BiologyUniversity of TennesseeKnoxvilleTNUSA
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Park DS, Breckheimer I, Williams AC, Law E, Ellison AM, Davis CC. Herbarium specimens reveal substantial and unexpected variation in phenological sensitivity across the eastern United States. Philos Trans R Soc Lond B Biol Sci 2018; 374:20170394. [PMID: 30455212 PMCID: PMC6282088 DOI: 10.1098/rstb.2017.0394] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/15/2018] [Indexed: 11/12/2022] Open
Abstract
Phenology is a key biological trait that can determine an organism's survival and provides one of the clearest indicators of the effects of recent climatic change. Long time-series observations of plant phenology collected at continental scales could clarify latitudinal and regional patterns of plant responses and illuminate drivers of that variation, but few such datasets exist. Here, we use the web tool CrowdCurio to crowdsource phenological data from over 7000 herbarium specimens representing 30 diverse flowering plant species distributed across the eastern United States. Our results, spanning 120 years and generated from over 2000 crowdsourcers, illustrate numerous aspects of continental-scale plant reproductive phenology. First, they support prior studies that found plant reproductive phenology significantly advances in response to warming, especially for early-flowering species. Second, they reveal that fruiting in populations from warmer, lower latitudes is significantly more phenologically sensitive to temperature than that for populations from colder, higher-latitude regions. Last, we found that variation in phenological sensitivities to climate within species between regions was of similar magnitude to variation between species. Overall, our results suggest that phenological responses to anthropogenic climate change will be heterogeneous within communities and across regions, with large amounts of regional variability driven by local adaptation, phenotypic plasticity and differences in species assemblages. As millions of imaged herbarium specimens become available online, they will play an increasingly critical role in revealing large-scale patterns within assemblages and across continents that ultimately can improve forecasts of the impacts of climatic change on the structure and function of ecosystems.This article is part of the theme issue 'Biological collections for understanding biodiversity in the Anthropocene'.
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Affiliation(s)
- Daniel S Park
- Department of Organismic and Evolutionary Biology and Harvard University Herbaria, Harvard University, Cambridge, MA 02138, USA
| | - Ian Breckheimer
- Department of Organismic and Evolutionary Biology and Harvard University Herbaria, Harvard University, Cambridge, MA 02138, USA
| | - Alex C Williams
- David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Ontario, Canada N2L 3G1
| | - Edith Law
- David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Ontario, Canada N2L 3G1
| | - Aaron M Ellison
- Harvard Forest, Harvard University, Petersham, MA 01366, USA
| | - Charles C Davis
- Department of Organismic and Evolutionary Biology and Harvard University Herbaria, Harvard University, Cambridge, MA 02138, USA
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Campos CDM, Gamage SST, Jackson JM, Witek MA, Park DS, Murphy MC, Godwin AK, Soper SA. Microfluidic-based solid phase extraction of cell free DNA. Lab Chip 2018; 18:3459-3470. [PMID: 30339164 PMCID: PMC6391159 DOI: 10.1039/c8lc00716k] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Cell-free DNA (cfDNA) is a liquid biopsy marker that can carry signatures (i.e., mutations) associated with certain pathological conditions. Therefore, the extraction of cfDNA from a variety of clinical samples can be an effective and minimally invasive source of markers for disease detection and subsequent management. In the oncological diseases, circulating tumor DNA (ctDNA), a cfDNA sub-class, can carry clinically actionable mutations and coupled with next generation sequencing or other mutation detection methods provide a venue for effective in vitro diagnostics. However, cfDNA mutational analyses require high quality inputs. This necessitates extraction platforms that provide high recovery over the entire ctDNA size range (50 → 150 bp) with minimal interferences (i.e., co-extraction of genomic DNA), and high reproducibility with a simple workflow. Herein, we present a novel microfluidic solid-phase extraction device (μSPE) consisting of a plastic chip that is activated with UV/O3 to generate surface-confined carboxylic acid functionalities for the μSPE of cfDNA. The μSPE uses an immobilization buffer (IB) consisting of polyethylene glycol and salts that induce cfDNA condensation onto the activated plastic microfluidic surface. The μSPE consists of an array of micropillars to increase extraction bed load (scalable to loads >700 ng of cfDNA) and can be produced at low-cost using replication-based techniques. The entire μSPE can be fabricated in a single molding step negating the need for adding additional extraction supports to the device simplifying production and keeping device and assay cost low. The μSPE allowed for recoveries >90% of model cfDNA fragments across a range of sizes (100-700 bp) and even the ability to extract efficiently short cfDNA fragments (50 bp, >70%). In addition, the composition of the IB allowed for reducing the interference of co-extracted genomic DNA. We demonstrated the clinical utility of the μSPE by quantifying the levels of cfDNA in healthy donors and patients with non-small-cell lung and colorectal cancers. μSPE extracted cfDNA from plasma samples was also subjected to a ligase detection reaction (LDR) for determining the presence of mutations in the KRAS gene for colorectal and non-small cell lung cancer patients.
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Affiliation(s)
- Camila D. M. Campos
- Department of Chemistry, University of Kansas, Lawrence, KS, USA.
- Center of Biomodular Multi-scale Systems for Precision Medicine, USA
| | - Sachindra S. T. Gamage
- Department of Chemistry, University of Kansas, Lawrence, KS, USA.
- Center of Biomodular Multi-scale Systems for Precision Medicine, USA
| | - Joshua M. Jackson
- Department of Chemistry, University of Kansas, Lawrence, KS, USA.
- Center of Biomodular Multi-scale Systems for Precision Medicine, USA
| | - Malgorzata A. Witek
- Department of Chemistry, University of Kansas, Lawrence, KS, USA.
- Center of Biomodular Multi-scale Systems for Precision Medicine, USA
- Department of Biomedical Engineering, The University of North Carolina, Chapel Hill, NC 27599, USA
| | - Daniel S. Park
- Center of Biomodular Multi-scale Systems for Precision Medicine, USA
- Department of Mechanical Engineering, Louisiana State University, Baton Rouge, LA, USA
| | - Michael C. Murphy
- Center of Biomodular Multi-scale Systems for Precision Medicine, USA
- Department of Mechanical Engineering, Louisiana State University, Baton Rouge, LA, USA
| | - Andrew K. Godwin
- University of Kansas Cancer Center, University of Kansas Medical Center, Kansas City, KS, USA
| | - Steven A. Soper
- Department of Chemistry, University of Kansas, Lawrence, KS, USA.
- Center of Biomodular Multi-scale Systems for Precision Medicine, USA
- University of Kansas Cancer Center, University of Kansas Medical Center, Kansas City, KS, USA
- BioEngineering Program, The University of Kansas, Lawrence, KS 66047, USA
- Department of Mechanical Engineering, The University of Kansas, Lawrence, KS 66047, USA
- Ulsan National Institute of Science and Technology, Ulsan, Republic of Korea
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Kim N, Jayakodi M, Lee S, Choi B, Jang W, Lee J, Kim HH, Waminal NE, Lakshmanan M, van Nguyen B, Lee YS, Park H, Koo HJ, Park JY, Perumal S, Joh HJ, Lee H, Kim J, Kim IS, Kim K, Koduru L, Kang KB, Sung SH, Yu Y, Park DS, Choi D, Seo E, Kim S, Kim Y, Hyun DY, Park Y, Kim C, Lee T, Kim HU, Soh MS, Lee Y, In JG, Kim H, Kim Y, Yang D, Wing RA, Lee D, Paterson AH, Yang T. Genome and evolution of the shade-requiring medicinal herb Panax ginseng. Plant Biotechnol J 2018; 16:1904-1917. [PMID: 29604169 PMCID: PMC6181221 DOI: 10.1111/pbi.12926] [Citation(s) in RCA: 95] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2017] [Revised: 02/19/2018] [Accepted: 03/18/2018] [Indexed: 05/19/2023]
Abstract
Panax ginseng C. A. Meyer, reputed as the king of medicinal herbs, has slow growth, long generation time, low seed production and complicated genome structure that hamper its study. Here, we unveil the genomic architecture of tetraploid P. ginseng by de novo genome assembly, representing 2.98 Gbp with 59 352 annotated genes. Resequencing data indicated that diploid Panax species diverged in association with global warming in Southern Asia, and two North American species evolved via two intercontinental migrations. Two whole genome duplications (WGD) occurred in the family Araliaceae (including Panax) after divergence with the Apiaceae, the more recent one contributing to the ability of P. ginseng to overwinter, enabling it to spread broadly through the Northern Hemisphere. Functional and evolutionary analyses suggest that production of pharmacologically important dammarane-type ginsenosides originated in Panax and are produced largely in shoot tissues and transported to roots; that newly evolved P. ginseng fatty acid desaturases increase freezing tolerance; and that unprecedented retention of chlorophyll a/b binding protein genes enables efficient photosynthesis under low light. A genome-scale metabolic network provides a holistic view of Panax ginsenoside biosynthesis. This study provides valuable resources for improving medicinal values of ginseng either through genomics-assisted breeding or metabolic engineering.
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Affiliation(s)
- Nam‐Hoon Kim
- Department of Plant Science, Plant Genomics and Breeding InstituteResearch Institute of Agriculture and Life SciencesCollege of Agriculture and Life SciencesSeoul National UniversitySeoulKorea
| | - Murukarthick Jayakodi
- Department of Plant Science, Plant Genomics and Breeding InstituteResearch Institute of Agriculture and Life SciencesCollege of Agriculture and Life SciencesSeoul National UniversitySeoulKorea
| | - Sang‐Choon Lee
- Department of Plant Science, Plant Genomics and Breeding InstituteResearch Institute of Agriculture and Life SciencesCollege of Agriculture and Life SciencesSeoul National UniversitySeoulKorea
| | | | - Woojong Jang
- Department of Plant Science, Plant Genomics and Breeding InstituteResearch Institute of Agriculture and Life SciencesCollege of Agriculture and Life SciencesSeoul National UniversitySeoulKorea
| | - Junki Lee
- Department of Plant Science, Plant Genomics and Breeding InstituteResearch Institute of Agriculture and Life SciencesCollege of Agriculture and Life SciencesSeoul National UniversitySeoulKorea
| | - Hyun Hee Kim
- Department of Life ScienceChromosome Research InstituteSahmyook UniversitySeoulKorea
| | - Nomar E. Waminal
- Department of Plant Science, Plant Genomics and Breeding InstituteResearch Institute of Agriculture and Life SciencesCollege of Agriculture and Life SciencesSeoul National UniversitySeoulKorea
- Department of Life ScienceChromosome Research InstituteSahmyook UniversitySeoulKorea
| | - Meiyappan Lakshmanan
- Bioprocessing Technology InstituteAgency for Science, Technology and Research (A*STAR)Singapore CitySingapore
| | - Binh van Nguyen
- Department of Plant Science, Plant Genomics and Breeding InstituteResearch Institute of Agriculture and Life SciencesCollege of Agriculture and Life SciencesSeoul National UniversitySeoulKorea
| | - Yun Sun Lee
- Department of Plant Science, Plant Genomics and Breeding InstituteResearch Institute of Agriculture and Life SciencesCollege of Agriculture and Life SciencesSeoul National UniversitySeoulKorea
| | - Hyun‐Seung Park
- Department of Plant Science, Plant Genomics and Breeding InstituteResearch Institute of Agriculture and Life SciencesCollege of Agriculture and Life SciencesSeoul National UniversitySeoulKorea
| | - Hyun Jo Koo
- Department of Plant Science, Plant Genomics and Breeding InstituteResearch Institute of Agriculture and Life SciencesCollege of Agriculture and Life SciencesSeoul National UniversitySeoulKorea
| | - Jee Young Park
- Department of Plant Science, Plant Genomics and Breeding InstituteResearch Institute of Agriculture and Life SciencesCollege of Agriculture and Life SciencesSeoul National UniversitySeoulKorea
| | - Sampath Perumal
- Department of Plant Science, Plant Genomics and Breeding InstituteResearch Institute of Agriculture and Life SciencesCollege of Agriculture and Life SciencesSeoul National UniversitySeoulKorea
| | - Ho Jun Joh
- Department of Plant Science, Plant Genomics and Breeding InstituteResearch Institute of Agriculture and Life SciencesCollege of Agriculture and Life SciencesSeoul National UniversitySeoulKorea
| | - Hana Lee
- Department of Plant Science, Plant Genomics and Breeding InstituteResearch Institute of Agriculture and Life SciencesCollege of Agriculture and Life SciencesSeoul National UniversitySeoulKorea
| | - Jinkyung Kim
- Department of Plant Science, Plant Genomics and Breeding InstituteResearch Institute of Agriculture and Life SciencesCollege of Agriculture and Life SciencesSeoul National UniversitySeoulKorea
| | - In Seo Kim
- Department of Plant Science, Plant Genomics and Breeding InstituteResearch Institute of Agriculture and Life SciencesCollege of Agriculture and Life SciencesSeoul National UniversitySeoulKorea
| | - Kyunghee Kim
- Department of Plant Science, Plant Genomics and Breeding InstituteResearch Institute of Agriculture and Life SciencesCollege of Agriculture and Life SciencesSeoul National UniversitySeoulKorea
| | - Lokanand Koduru
- School of Chemical EngineeringSungkyunkwan UniversityJangan‐gu, Suwon, Gyeonggi‐doKorea
| | - Kyo Bin Kang
- College of Pharmacy and Research Institute of Pharmaceutical ScienceSeoul National UniversitySeoulKorea
| | - Sang Hyun Sung
- College of Pharmacy and Research Institute of Pharmaceutical ScienceSeoul National UniversitySeoulKorea
| | - Yeisoo Yu
- Phyzen Genomics InstituteSeongnamGyeonggi‐doKorea
| | - Daniel S. Park
- Department of Organismic and Evolutionary BiologyHarvard University HerbariaCambridgeMAUSA
| | - Doil Choi
- Department of Plant Science, Plant Genomics and Breeding InstituteResearch Institute of Agriculture and Life SciencesCollege of Agriculture and Life SciencesSeoul National UniversitySeoulKorea
| | - Eunyoung Seo
- Department of Plant Science, Plant Genomics and Breeding InstituteResearch Institute of Agriculture and Life SciencesCollege of Agriculture and Life SciencesSeoul National UniversitySeoulKorea
| | - Seungill Kim
- Department of Plant Science, Plant Genomics and Breeding InstituteResearch Institute of Agriculture and Life SciencesCollege of Agriculture and Life SciencesSeoul National UniversitySeoulKorea
| | - Young‐Chang Kim
- Planning and Coordination DivisionNIHS, RDAWanju‐gunJeollabuk‐doKorea
| | - Dong Yun Hyun
- Ginseng Research DivisionNational Institute of Horticultural & Herbal Science, RDAEumseongChungcheongbuk‐doKorea
| | - Youn‐Il Park
- Department of Biological SciencesChungnam National UniversityDaejeonKorea
| | - Changsoo Kim
- Department of Crop ScienceChungnam National UniversityDaejeonKorea
| | - Tae‐Ho Lee
- Genomics DivisionNational Institute of Agricultural SciencesJeonjuJeollabuk‐doKorea
| | - Hyun Uk Kim
- Department of Bioindustry and Bioresource EngineeringPlant Engineering Research InstituteSejong UniversitySeoulKorea
| | - Moon Soo Soh
- Division of Integrative Bioscience and BiotechnologySejong UniversitySeoulKorea
| | - Yi Lee
- Department of Industrial Plant Science & TechnologyChungbuk National UniversityCheongjuChungcheongbuk‐doKorea
| | - Jun Gyo In
- Laboratory of Resource and AnalysisR&D HeadquartersKorea Ginseng CorporationDaejeonKorea
| | - Heui‐Soo Kim
- Department of Biological SciencesCollege of Natural SciencesPusan National UniversityBusanKorea
| | - Yong‐Min Kim
- Korean Bioinformation CenterKorea Research Institute of Bioscience and BiotechnologyDaejeonKorea
| | - Deok‐Chun Yang
- Graduate School of Biotechnology and Ginseng BankKyung Hee UniversityYonginGyeonggi‐doKorea
| | - Rod A. Wing
- Arizona Genomics InstituteSchool of Plant SciencesThe University of ArizonaTucsonAZUSA
| | - Dong‐Yup Lee
- Bioprocessing Technology InstituteAgency for Science, Technology and Research (A*STAR)Singapore CitySingapore
- School of Chemical EngineeringSungkyunkwan UniversityJangan‐gu, Suwon, Gyeonggi‐doKorea
| | - Andrew H. Paterson
- Plant Genome Mapping LaboratoryCollege of Agricultural and Environmental Sciences and Franklin College of Arts and SciencesUniversity of GeorgiaAthensGAUSA
| | - Tae‐Jin Yang
- Department of Plant Science, Plant Genomics and Breeding InstituteResearch Institute of Agriculture and Life SciencesCollege of Agriculture and Life SciencesSeoul National UniversitySeoulKorea
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Beckham J, Alam F, Omojola V, Scherr T, Guitreau A, Melvin A, Park DS, Choi JW, Tiersch TR, Todd Monroe W. A microfluidic device for motility and osmolality analysis of zebrafish sperm. Biomed Microdevices 2018; 20:67. [PMID: 30090952 DOI: 10.1007/s10544-018-0308-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
A microfluidic chip is described that facilitates research and quality control analysis of zebrafish sperm which, due to its miniscule (i.e., 2-5 μl) sample volume and short duration of motility (i.e., <1 min), present a challenge for traditional manual assessment methods. A micromixer molded in polydimethylsiloxane (PDMS) bonded to a glass substrate was used to activate sperm samples by mixing with water, initiated by the user depressing a transfer pipette connected to the chip. Sample flow in the microfluidic viewing chamber was able to be halted within 1 s, allowing for rapid analysis of the sample using established computer-assisted sperm analysis (CASA) methods. Zebrafish sperm cell activation was consistent with manual hand mixing and yielded higher values of motility at earlier time points, as well as more subtle time-dependent trends in motility, than those processed by hand. Sperm activation curves, which indicate sample quality by evaluating percentage and duration of motility at various solution osmolalities, were generated with on-chip microfabricated gold floor electrodes interrogated by impedance spectroscopy. The magnitude of admittance was linearly proportional to osmolality and was not affected by the presence of sperm cells in the vicinity of the electrodes. This device represents a pivotal step in streamlining methods for consistent, rapid assessment of sperm quality for aquatic species. The capability to rapidly activate sperm and consistently measure motility with CASA using the microfluidic device described herein will help improve the reproducibility of studies on sperm and assist development of germplasm repositories.
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Affiliation(s)
- Jacob Beckham
- Department of Biological & Agricultural Engineering, Louisiana State University and Agricultural Center, Baton Rouge, LA, USA
| | - Faiz Alam
- Department of Biological & Agricultural Engineering, Louisiana State University and Agricultural Center, Baton Rouge, LA, USA
| | - Victor Omojola
- Department of Biological & Agricultural Engineering, Louisiana State University and Agricultural Center, Baton Rouge, LA, USA
| | - Thomas Scherr
- Department of Chemistry, Vanderbilt University, Nashville, TN, USA
| | - Amy Guitreau
- Aquatic Germplasm and Genetic Resources Center, Louisiana State University Agricultural Center, Baton Rouge, LA, USA
| | - Adam Melvin
- Cain Department of Chemical Engineering, Louisiana State University, Baton Rouge, LA, USA
| | - Daniel S Park
- Department of Mechanical Engineering, Louisiana State University, Baton Rouge, LA, USA
| | - Jin-Woo Choi
- School of Electrical Engineering & Computer Science, Louisiana State University, Baton Rouge, LA, USA
| | - Terrence R Tiersch
- Aquatic Germplasm and Genetic Resources Center, Louisiana State University Agricultural Center, Baton Rouge, LA, USA
| | - W Todd Monroe
- Department of Biological & Agricultural Engineering, Louisiana State University and Agricultural Center, Baton Rouge, LA, USA.
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Sim DS, Lee KH, Song HC, Kim JH, Park DS, Lim KS, Woo JS, Hong YJ, Ahn YK, Son YS, Kim W, Jeong MH. P4401Cardioprotective effect of substance P in a porcine model of acute myocardial infarction. Eur Heart J 2018. [DOI: 10.1093/eurheartj/ehy563.p4401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- D S Sim
- Chonnam National University Hospital, Gwangju, Korea Republic of
| | - K H Lee
- Kyunghee University, Seoul, Korea Republic of
| | - H C Song
- Chonnam National University Hospital, Gwangju, Korea Republic of
| | - J H Kim
- Chonnam National University Hospital, Gwangju, Korea Republic of
| | - D S Park
- Chonnam National University Hospital, Gwangju, Korea Republic of
| | - K S Lim
- Chonnam National University Hospital, Gwangju, Korea Republic of
| | - J S Woo
- Kyunghee University, Seoul, Korea Republic of
| | - Y J Hong
- Chonnam National University Hospital, Gwangju, Korea Republic of
| | - Y K Ahn
- Chonnam National University Hospital, Gwangju, Korea Republic of
| | - Y S Son
- Kyunghee University, Seoul, Korea Republic of
| | - W Kim
- Kyunghee University, Seoul, Korea Republic of
| | - M H Jeong
- Chonnam National University Hospital, Gwangju, Korea Republic of
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Abstract
Species are characterized by their behavioral, physiological, and ecological attributes, which determine their role in ecosystems. In turn, ecosystems and their functions are defined by the species that inhabit them. Thus, evaluating the functional diversity and distributions of species is of utmost importance to studies of biogeography, community ecology, macroevolution, and conservation. The functional diversity of species are determined by traits such as diet, foraging strata, trophic level, activity cycle, litter size, generation length, habitat breadth, and body mass. While there has been a recent growth of information regarding the vertebrate taxa of Madagascar, this information is not always easy to access (non-digitized), and is often fragmented by taxon, location, trait, or combinations thereof. Here, we present the Malagasy Animal trait Data Archive (MADA), a compilation of these and other functional traits, representing the ecological and geographical diversity of all 214 extant mammal and 242 bird species of Madagascar. Data were collected from extensive literature reviews. This Archive is currently limited by select cases of missing data, errors, and uncertainty in the literature; however, it represents the most comprehensive collection of functional trait data of Malagasy mammals and birds to date. The structure of the database allows for different levels of information (and specificity) in each entry and organization by taxon, range, bioclimate, and trait. MADA will be continuously updated as new data become available. Potential uses of MADA include ecological research on the trait or trophic structure of communities, inquiries regarding the mechanisms of community assembly, comparative studies of functionally (dis)similar species, and conservation efforts concerned with the loss of ecosystem function. Madagascar is simultaneously home to one of the most exclusive, diverse, and endangered faunas of the world, making MADA a uniquely valuable resource for biodiversity science and conservation. No copyright restrictions are associated with this dataset. We would appreciate that researchers cite this paper if using all or part of the datasets.
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Affiliation(s)
- Onja H Razafindratsima
- Department of Organismic and Evolutionary Biology, Harvard University, 22 Divinity Avenue, Cambridge, MA, 02138, USA
| | - Yasmin Yacoby
- Environmental Sciences and Public Policy Program, Harvard University, Cambridge, Massachusetts, 02138, USA
| | - Daniel S Park
- Department of Organismic and Evolutionary Biology, Harvard University, 22 Divinity Avenue, Cambridge, MA, 02138, USA
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Park DS, Worthington S, Xi Z. Taxon sampling effects on the quantification and comparison of community phylogenetic diversity. Mol Ecol 2018; 27:1296-1308. [PMID: 29423927 DOI: 10.1111/mec.14520] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2017] [Revised: 12/12/2017] [Accepted: 01/02/2018] [Indexed: 11/26/2022]
Abstract
Ecologists are increasingly making use of molecular phylogenies, especially in the fields of community ecology and conservation. However, these phylogenies are often used without full appreciation of their underlying assumptions and uncertainties. A frequent practice in ecological studies is inferring a phylogeny with molecular data from taxa only within the community of interest. These "inferred community phylogenies" are inherently biased in their taxon sampling. Despite the importance of comprehensive sampling in constructing phylogenies, the implications of using inferred community phylogenies in ecological studies have not been examined. Here, we evaluate how taxon sampling affects the quantification and comparison of community phylogenetic diversity using both simulated and empirical data sets. We demonstrate that inferred community trees greatly underestimate phylogenetic diversity and that the probability of incorrectly ranking community diversity can reach up to 25%, depending on the dating methods employed. We argue that to reach reliable conclusions, ecological studies must improve their taxon sampling and generate the best phylogeny possible.
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Affiliation(s)
- Daniel S Park
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, USA
| | - Steven Worthington
- Institute for Quantitative Social Science, Harvard University, Cambridge, MA, USA
| | - Zhenxiang Xi
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, China
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Tewhey R, Kotliar D, Park DS, Liu B, Winnicki S, Reilly SK, Andersen KG, Mikkelsen TS, Lander ES, Schaffner SF, Sabeti PC. Direct Identification of Hundreds of Expression-Modulating Variants using a Multiplexed Reporter Assay. Cell 2018; 172:1132-1134. [PMID: 29474912 DOI: 10.1016/j.cell.2018.02.021] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Daru BH, Park DS, Primack RB, Willis CG, Barrington DS, Whitfeld TJS, Seidler TG, Sweeney PW, Foster DR, Ellison AM, Davis CC. Widespread sampling biases in herbaria revealed from large-scale digitization. New Phytol 2018; 217:939-955. [PMID: 29083043 DOI: 10.1111/nph.14855] [Citation(s) in RCA: 132] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2017] [Accepted: 09/18/2017] [Indexed: 05/19/2023]
Abstract
Nonrandom collecting practices may bias conclusions drawn from analyses of herbarium records. Recent efforts to fully digitize and mobilize regional floras online offer a timely opportunity to assess commonalities and differences in herbarium sampling biases. We determined spatial, temporal, trait, phylogenetic, and collector biases in c. 5 million herbarium records, representing three of the most complete digitized floras of the world: Australia (AU), South Africa (SA), and New England, USA (NE). We identified numerous shared and unique biases among these regions. Shared biases included specimens collected close to roads and herbaria; specimens collected more frequently during biological spring and summer; specimens of threatened species collected less frequently; and specimens of close relatives collected in similar numbers. Regional differences included overrepresentation of graminoids in SA and AU and of annuals in AU; and peak collection during the 1910s in NE, 1980s in SA, and 1990s in AU. Finally, in all regions, a disproportionately large percentage of specimens were collected by very few individuals. We hypothesize that these mega-collectors, with their associated preferences and idiosyncrasies, shaped patterns of collection bias via 'founder effects'. Studies using herbarium collections should account for sampling biases, and future collecting efforts should avoid compounding these biases to the extent possible.
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Affiliation(s)
- Barnabas H Daru
- Department of Organismic and Evolutionary Biology, Harvard University Herbaria, Harvard University, Cambridge, MA, 02138, USA
| | - Daniel S Park
- Department of Organismic and Evolutionary Biology, Harvard University Herbaria, Harvard University, Cambridge, MA, 02138, USA
| | | | - Charles G Willis
- Department of Organismic and Evolutionary Biology, Harvard University Herbaria, Harvard University, Cambridge, MA, 02138, USA
| | - David S Barrington
- Pringle Herbarium, Plant Biology Department, University of Vermont, Torrey Hall, 27 Colchester Ave, Burlington, VT, 05405, USA
| | - Timothy J S Whitfeld
- Brown University Herbarium, Department of Ecology and Evolutionary Biology, Brown University, 34 Olive Street, Box G-B225, Providence, RI, 02912, USA
| | - Tristram G Seidler
- Biology Department, University of Massachusetts, 611 North Pleasant Street, Amherst, MA, 01003, USA
| | - Patrick W Sweeney
- Division of Botany, Peabody Museum of Natural History, Yale University, New Haven, CT, 06511, USA
| | - David R Foster
- Harvard Forest, Harvard University, 324 North Main Street, Petersham, MA, 01366, USA
| | - Aaron M Ellison
- Harvard Forest, Harvard University, 324 North Main Street, Petersham, MA, 01366, USA
- Tropical Forests & People Research Centre, University of the Sunshine Coast, Maroochydore, Qld, 4558, Australia
| | - Charles C Davis
- Department of Organismic and Evolutionary Biology, Harvard University Herbaria, Harvard University, Cambridge, MA, 02138, USA
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Willis CG, Law E, Williams AC, Franzone BF, Bernardos R, Bruno L, Hopkins C, Schorn C, Weber E, Park DS, Davis CC. CrowdCurio: an online crowdsourcing platform to facilitate climate change studies using herbarium specimens. New Phytol 2017; 215:479-488. [PMID: 28394023 DOI: 10.1111/nph.14535] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2016] [Accepted: 02/20/2017] [Indexed: 06/07/2023]
Abstract
Phenology is a key aspect of plant success. Recent research has demonstrated that herbarium specimens can provide important information on plant phenology. Massive digitization efforts have the potential to greatly expand herbarium-based phenological research, but also pose a serious challenge regarding efficient data collection. Here, we introduce CrowdCurio, a crowdsourcing tool for the collection of phenological data from herbarium specimens. We test its utility by having workers collect phenological data (number of flower buds, open flowers and fruits) from specimens of two common New England (USA) species: Chelidonium majus and Vaccinium angustifolium. We assess the reliability of using nonexpert workers (i.e. Amazon Mechanical Turk) against expert workers. We also use these data to estimate the phenological sensitivity to temperature for both species across multiple phenophases. We found no difference in the data quality of nonexperts and experts. Nonexperts, however, were a more efficient way of collecting more data at lower cost. We also found that phenological sensitivity varied across both species and phenophases. Our study demonstrates the utility of CrowdCurio as a crowdsourcing tool for the collection of phenological data from herbarium specimens. Furthermore, our results highlight the insight gained from collecting large amounts of phenological data to estimate multiple phenophases.
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Affiliation(s)
- Charles G Willis
- Department of Organismic and Evolutionary Biology and Harvard University Herbaria, Harvard University, Cambridge, MA, 20138, USA
| | - Edith Law
- David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, ON, N2L 3G1, Canada
| | - Alex C Williams
- David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, ON, N2L 3G1, Canada
| | - Brian F Franzone
- Department of Organismic and Evolutionary Biology and Harvard University Herbaria, Harvard University, Cambridge, MA, 20138, USA
| | - Rebecca Bernardos
- Department of Organismic and Evolutionary Biology and Harvard University Herbaria, Harvard University, Cambridge, MA, 20138, USA
| | - Lian Bruno
- Department of Organismic and Evolutionary Biology and Harvard University Herbaria, Harvard University, Cambridge, MA, 20138, USA
| | - Claire Hopkins
- Department of Organismic and Evolutionary Biology and Harvard University Herbaria, Harvard University, Cambridge, MA, 20138, USA
| | - Christian Schorn
- Department of Organismic and Evolutionary Biology and Harvard University Herbaria, Harvard University, Cambridge, MA, 20138, USA
| | - Ella Weber
- Department of Organismic and Evolutionary Biology and Harvard University Herbaria, Harvard University, Cambridge, MA, 20138, USA
| | - Daniel S Park
- Department of Organismic and Evolutionary Biology and Harvard University Herbaria, Harvard University, Cambridge, MA, 20138, USA
| | - Charles C Davis
- Department of Organismic and Evolutionary Biology and Harvard University Herbaria, Harvard University, Cambridge, MA, 20138, USA
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42
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Farshchian B, Amirsadeghi A, Choi J, Park DS, Kim N, Park S. 3D nanomolding and fluid mixing in micromixers with micro-patterned microchannel walls. Nano Converg 2017; 4:4. [PMID: 28303213 PMCID: PMC5332510 DOI: 10.1186/s40580-017-0098-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/27/2016] [Accepted: 02/09/2017] [Indexed: 05/23/2023]
Abstract
Microfluidic devices where the microchannel walls were decorated with micro and nanostructures were fabricated using 3D nanomolding. Using 3D molded microfluidic devices with microchannel walls decorated with microscale gratings, the fluid mixing behavior was investigated through experiments and numerical simulation. The use of microscale gratings in the micromixer was predicated by the fact that large obstacles in a microchannel enhances the mixing performance. Slanted ratchet gratings on the channel walls resulted in a helical flow along the microchannel, thus increasing the interfacial area between fluids and cutting down the diffusion length. Increasing the number of walls decorated with continuous ratchet gratings intensified the strength of the helical flow, enhancing mixing further. When ratchet gratings on the surface of the top cover plate were aligned in a direction to break the continuity of gratings from the other three walls, a stack of two helical flows was formed one above each other. This work concludes that the 3D nanomolding process can be a cost-effective tool for scaling-up the fabrication of microfluidic mixers with improved mixing efficiencies.Graphical abstractIn this paper we show that a micromixer with patterned walls can be fabricated using 3D nanomolding and solvent-assisted bonding to manipulate the flow patterns to improve mixing.
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Affiliation(s)
- Bahador Farshchian
- Mechanical and Industrial Engineering Department and Center for Bio-Modular Multiscale Systems for Precision Medicine, Louisiana State University, Baton Rouge, LA 70803 USA
- School of Engineering, Texas State University, 601 University Drive, San Marcos, TX 78666 USA
| | - Alborz Amirsadeghi
- Mechanical and Industrial Engineering Department and Center for Bio-Modular Multiscale Systems for Precision Medicine, Louisiana State University, Baton Rouge, LA 70803 USA
| | - Junseo Choi
- Mechanical and Industrial Engineering Department and Center for Bio-Modular Multiscale Systems for Precision Medicine, Louisiana State University, Baton Rouge, LA 70803 USA
| | - Daniel S. Park
- Mechanical and Industrial Engineering Department and Center for Bio-Modular Multiscale Systems for Precision Medicine, Louisiana State University, Baton Rouge, LA 70803 USA
| | - Namwon Kim
- School of Engineering, Texas State University, 601 University Drive, San Marcos, TX 78666 USA
| | - Sunggook Park
- Mechanical and Industrial Engineering Department and Center for Bio-Modular Multiscale Systems for Precision Medicine, Louisiana State University, Baton Rouge, LA 70803 USA
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Park DS, Potter D. Why close relatives make bad neighbours: phylogenetic conservatism in niche preferences and dispersal disproves Darwin's naturalization hypothesis in the thistle tribe. Mol Ecol 2015; 24:3181-93. [DOI: 10.1111/mec.13227] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2014] [Revised: 04/22/2015] [Accepted: 04/23/2015] [Indexed: 12/01/2022]
Affiliation(s)
- Daniel S. Park
- Department of Organismic and Evolutionary Biology; Harvard University; Cambridge MA 02138 USA
| | - Daniel Potter
- Department of Plant Sciences; University of California; Davis CA 95616 USA
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You BH, Park DS, Rani SD, Murphy MC. Assembly of Polymer Microfluidic Components and Modules: Validating Models of Passive Alignment Accuracy. J Microelectromech Syst 2015; 24:634-650. [PMID: 31814689 PMCID: PMC6897507 DOI: 10.1109/jmems.2014.2339733] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Low-cost modular polymer microfluidic platforms integrating several different functional units may potentially reduce the cost of molecular and environmental analyses, and enable broader applications. Proper function of such systems depends on well-characterized assembly of the instruments. Passive alignment is one approach to obtaining such assemblies. Model modular devices containing passive alignment features, hemispherical pins in v-grooves, and integrated alignment standards for characterizing the accuracy of the assemblies were replicated in polycarbonate using doubled-sided injection molding. The dimensions and locations of the assembly features and alignment standards were measured. The assemblies had mismatches from 16 ± 4 to 20 ± 6 μm along the x-axis and from 103 ± 7 to 118 ± 11 μm along the y-axis. The vertical variation from the nominal value of 287 μm ranged from -10 ± 4 to 34 ± 7 μm. An assembly tolerance model was used to estimate the accuracy of the assemblies based on the manufacturing variations of the alignment structures. Variation of the alignment structure features were propagated through the assembly using Monte Carlo methods. The estimated distributions matched the measured experimental results well, with differences of 2%-13% due to unmodeled aspects of the variations Accurate assembly of advanced polymer microsystems is feasible and predictable in the design phase. [2014-0125].
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Affiliation(s)
- Byoung Hee You
- Department of Engineering Technology and the Material Science, Engineering, and Commercialization Program, Texas State University, San Marcos, TX 78666 USA
| | - Daniel S. Park
- Department of Mechanical and Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803 USA
| | - Sudheer D. Rani
- Institute of Imaging Science, Department of Radiology, Vanderbilt University, Nashville, TN 37212 USA
| | - Michael C. Murphy
- Department of Mechanical and Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803 USA
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Abstract
Invasive species have great ecological and economic impacts and are difficult to control once established, making the ability to understand and predict invasive behavior highly desirable. Preemptive measures to prevent potential invasive species from reaching new habitats are the most economically and environmentally efficient form of management. Darwin's naturalization hypothesis predicts that invaders less related to native flora are more likely to be successful than those that are closely related to natives. Here we test this hypothesis, using the weed-rich thistle tribe, Cardueae, in the California Floristic Province, a biodiversity hotspot, as our study system. An exhaustive molecular phylogenetic approach was used, generating and examining more than 100,000 likely phylogenies of the tribe based on nuclear and chloroplast DNA markers, representing the most in-depth reconstruction of the clade to date. Branch lengths separating invasive and noninvasive introduced taxa from native California taxa were used to represent phylogenetic distances between these groups and were compared at multiple biogeographical scales to ascertain whether invasive thistles are more or less closely related to natives than noninvasive introduced thistles are. Patterns within this highly supported clade show that not only are introduced thistles more closely related to natives more likely to be invasive, but these invasive species are also evolutionarily closer to native flora than by chance. This suggests that preadaptive traits are important in determining an invader's success. Such rigorous molecular phylogenetic analyses may prove a fruitful means for furthering our understanding of biological invasions and developing predictive frameworks for screening potential invasive taxa.
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Affiliation(s)
- Daniel S. Park
- Department of Plant Sciences, University of California, Davis, CA 95616
| | - Daniel Potter
- Department of Plant Sciences, University of California, Davis, CA 95616
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46
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Park T, Song IH, Park DS, You BH, Murphy MC. Thermoplastic fusion bonding using a pressure-assisted boiling point control system. Lab Chip 2012; 12:2799-802. [PMID: 22728966 DOI: 10.1039/c2lc40252a] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
A novel thermoplastic fusion bonding method using a pressure-assisted boiling point (PABP) control system was developed to apply precise temperatures and pressures during bonding. Hot embossed polymethyl methacrylate (PMMA) components containing microchannels were sealed using the PABP system. Very low aspect ratio structures (AR = 1/100, 10 μm in depth and 1000 μm in width) were successfully sealed without collapse or deformation. The integrity and strength of the bonds on the sealed PMMA devices were evaluated using leakage and rupture tests; no leaks were detected and failure during the rupture tests occurred at pressures greater than 496 kPa. The PABP system was used to seal 3D shaped flexible PMMA devices successfully.
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Affiliation(s)
- Taehyun Park
- Center for Bio-Modular Multi-Scale Systems, Louisiana State University, Baton Rouge, LA 70803, USA
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Chitwood DH, Headland LR, Filiault DL, Kumar R, Jiménez-Gómez JM, Schrager AV, Park DS, Peng J, Sinha NR, Maloof JN. Native environment modulates leaf size and response to simulated foliar shade across wild tomato species. PLoS One 2012; 7:e29570. [PMID: 22253737 PMCID: PMC3257252 DOI: 10.1371/journal.pone.0029570] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2011] [Accepted: 11/30/2011] [Indexed: 01/05/2023] Open
Abstract
The laminae of leaves optimize photosynthetic rates by serving as a platform for both light capture and gas exchange, while minimizing water losses associated with thermoregulation and transpiration. Many have speculated that plants maximize photosynthetic output and minimize associated costs through leaf size, complexity, and shape, but a unifying theory linking the plethora of observed leaf forms with the environment remains elusive. Additionally, the leaf itself is a plastic structure, responsive to its surroundings, further complicating the relationship. Despite extensive knowledge of the genetic mechanisms underlying angiosperm leaf development, little is known about how phenotypic plasticity and selective pressures converge to create the diversity of leaf shapes and sizes across lineages. Here, we use wild tomato accessions, collected from locales with diverse levels of foliar shade, temperature, and precipitation, as a model to assay the extent of shade avoidance in leaf traits and the degree to which these leaf traits correlate with environmental factors. We find that leaf size is correlated with measures of foliar shade across the wild tomato species sampled and that leaf size and serration correlate in a species-dependent fashion with temperature and precipitation. We use far-red induced changes in leaf length as a proxy measure of the shade avoidance response, and find that shade avoidance in leaves negatively correlates with the level of foliar shade recorded at the point of origin of an accession. The direction and magnitude of these correlations varies across the leaf series, suggesting that heterochronic and/or ontogenic programs are a mechanism by which selective pressures can alter leaf size and form. This study highlights the value of wild tomato accessions for studies of both morphological and light-regulated development of compound leaves, and promises to be useful in the future identification of genes regulating potentially adaptive plastic leaf traits.
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Affiliation(s)
- Daniel H. Chitwood
- Department of Plant Biology, University of California Davis, Davis, California, United States of America
| | - Lauren R. Headland
- Department of Plant Biology, University of California Davis, Davis, California, United States of America
| | - Daniele L. Filiault
- Department of Plant Biology, University of California Davis, Davis, California, United States of America
| | - Ravi Kumar
- Department of Plant Biology, University of California Davis, Davis, California, United States of America
| | - José M. Jiménez-Gómez
- Department of Plant Biology, University of California Davis, Davis, California, United States of America
| | - Amanda V. Schrager
- Department of Plant Biology, University of California Davis, Davis, California, United States of America
| | - Daniel S. Park
- Department of Plant Sciences, University of California Davis, Davis, California, United States of America
| | - Jie Peng
- Department of Statistics, University of California Davis, Davis, California, United States of America
| | - Neelima R. Sinha
- Department of Plant Biology, University of California Davis, Davis, California, United States of America
| | - Julin N. Maloof
- Department of Plant Biology, University of California Davis, Davis, California, United States of America
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Chen PC, Park DS, You BH, Kim N, Park T, Soper SA, Nikitopoulos DE, Murphy MC. Titer-plate formatted continuous flow thermal reactors: Design and performance of a nanoliter reactor. Sens Actuators B Chem 2010; 149:291-300. [PMID: 20871807 PMCID: PMC2944033 DOI: 10.1016/j.snb.2010.05.068] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Arrays of continuous flow thermal reactors were designed, configured, and fabricated in a 96-device (12 × 8) titer-plate format with overall dimensions of 120 mm × 96 mm, with each reactor confined to a 8 mm × 8 mm footprint. To demonstrate the potential, individual 20-cycle (740 nL) and 25-cycle (990 nL) reactors were used to perform the continuous flow polymerase chain reaction (CFPCR) for amplification of DNA fragments of different lengths. Since thermal isolation of the required temperature zones was essential for optimal biochemical reactions, three finite element models, executed with ANSYS (v. 11.0, Canonsburg, PA), were used to characterize the thermal performance and guide system design: (1) a single device to determine the dimensions of the thermal management structures; (2) a single CFPCR device within an 8 mm × 8 mm area to evaluate the integrity of the thermostatic zones; and (3) a single, straight microchannel representing a single loop of the spiral CFPCR device, accounting for all of the heat transfer modes, to determine whether the PCR cocktail was exposed to the proper temperature cycling. In prior work on larger footprint devices, simple grooves between temperature zones provided sufficient thermal resistance between zones. For the small footprint reactor array, 0.4 mm wide and 1.2 mm high fins were necessary within the groove to cool the PCR cocktail efficiently, with a temperature gradient of 15.8°C/mm, as it flowed from the denaturation zone to the renaturation zone. With temperature tolerance bands of ±2°C defined about the nominal temperatures, more than 72.5% of the microchannel length was located within the desired temperature bands. The residence time of the PCR cocktail in each temperature zone decreased and the transition times between zones increased at higher PCR cocktail flow velocities, leading to less time for the amplification reactions. Experiments demonstrated the performance of the CFPCR devices as a function of flow velocity, fragment length, and copy number. A 99 bp DNA fragment was successfully amplified at flow velocities from 1 mm/s to 3 mm/s, requiring from 8.16 minutes for 20 cycles (24.48 s/cycle) to 2.72 minutes for 20 cycles (8.16 s/cycle), respectively. Yield compared to the same amplification sequence performed using a bench top thermal cycler decreased nonlinearly from 73% (at 1 mm/s) to 13% (at 3 mm/s) with shorter residence time at the optimal temperatures for the reactions due to increased flow rate primarily responsible. Six different DNA fragments with lengths between 99 bp and 997 bp were successfully amplified at 1 mm/s. Repeatable, successful amplification of a 99 bp fragment was achieved with a minimum of 8000 copies of the DNA template. This is the first demonstration and characterization of continuous flow thermal reactors within the 8 mm × 8 mm footprint of a 96-well micro-titer plate and is the smallest continuous flow PCR to date.
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Affiliation(s)
- Pin-Chuan Chen
- Center for Bio-ModularMulti-Scale System, Louisiana State University, Baton Rouge, LA, USA
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Irrcher I, Aleyasin H, Seifert EL, Hewitt SJ, Chhabra S, Phillips M, Lutz AK, Rousseaux MWC, Bevilacqua L, Jahani-Asl A, Callaghan S, MacLaurin JG, Winklhofer KF, Rizzu P, Rippstein P, Kim RH, Chen CX, Fon EA, Slack RS, Harper ME, McBride HM, Mak TW, Park DS. Loss of the Parkinson's disease-linked gene DJ-1 perturbs mitochondrial dynamics. Hum Mol Genet 2010; 19:3734-46. [PMID: 20639397 DOI: 10.1093/hmg/ddq288] [Citation(s) in RCA: 286] [Impact Index Per Article: 20.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Growing evidence highlights a role for mitochondrial dysfunction and oxidative stress as underlying contributors to Parkinson's disease (PD) pathogenesis. DJ-1 (PARK7) is a recently identified recessive familial PD gene. Its loss leads to increased susceptibility of neurons to oxidative stress and death. However, its mechanism of action is not fully understood. Presently, we report that DJ-1 deficiency in cell lines, cultured neurons, mouse brain and lymphoblast cells derived from DJ-1 patients display aberrant mitochondrial morphology. We also show that these DJ-1-dependent mitochondrial defects contribute to oxidative stress-induced sensitivity to cell death since reversal of this fragmented mitochondrial phenotype abrogates neuronal cell death. Reactive oxygen species (ROS) appear to play a critical role in the observed defects, as ROS scavengers rescue the phenotype and mitochondria isolated from DJ-1 deficient animals produce more ROS compared with control. Importantly, the aberrant mitochondrial phenotype can be rescued by the expression of Pink1 and Parkin, two PD-linked genes involved in regulating mitochondrial dynamics and quality control. Finally, we show that DJ-1 deficiency leads to altered autophagy in murine and human cells. Our findings define a mechanism by which the DJ-1-dependent mitochondrial defects contribute to the increased sensitivity to oxidative stress-induced cell death that has been previously reported.
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Affiliation(s)
- I Irrcher
- Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, Canada
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Kim HH, Cho SY, Park DS, Kwak C, Lee SE, Ku JH. WITHDRAWN: Prognostic factors of biochemical recurrence after radical prostatectomy in Korean men with high-risk prostate cancer. Eur J Surg Oncol 2007:S0748-7983(07)00550-1. [PMID: 17983725 DOI: 10.1016/j.ejso.2007.09.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2007] [Accepted: 09/25/2007] [Indexed: 10/22/2022]
Abstract
This article has been withdrawn consistent with Elsevier Policy on Article Withdrawal (http://www.elsevier.com/locate/withdrawalpolicy). The Publisher apologizes for any inconvenience this may cause.
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Affiliation(s)
- H H Kim
- Department of Urology, Seoul National University Hospital, 28, Yongon Dong, Jongno Ku, Seoul 110-744, Republic of Korea
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