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Franić I, Allan E, Prospero S, Adamson K, Attorre F, Auger-Rozenberg MA, Augustin S, Avtzis D, Baert W, Barta M, Bauters K, Bellahirech A, Boroń P, Bragança H, Brestovanská T, Brurberg MB, Burgess T, Burokienė D, Cleary M, Corley J, Coyle DR, Csóka G, Černý K, Davydenko K, de Groot M, Diez JJ, Doğmuş Lehtijärvi HT, Drenkhan R, Edwards J, Elsafy M, Eötvös CB, Falko R, Fan J, Feddern N, Fürjes-Mikó Á, Gossner MM, Grad B, Hartmann M, Havrdova L, Kádasi Horáková M, Hrabětová M, Justesen MJ, Kacprzyk M, Kenis M, Kirichenko N, Kovač M, Kramarets V, Lacković N, Lantschner MV, Lazarević J, Leskiv M, Li H, Madsen CL, Malumphy C, Matošević D, Matsiakh I, May TW, Meffert J, Migliorini D, Nikolov C, O'Hanlon R, Oskay F, Paap T, Parpan T, Piškur B, Ravn HP, Richard J, Ronse A, Roques A, Ruffner B, Santini A, Sivickis K, Soliani C, Talgø V, Tomoshevich M, Uimari A, Ulyshen M, Vettraino AM, Villari C, Wang Y, Witzell J, Zlatković M, Eschen R. Climate, host and geography shape insect and fungal communities of trees. Sci Rep 2023; 13:11570. [PMID: 37463904 DOI: 10.1038/s41598-023-36795-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 06/12/2023] [Indexed: 07/20/2023] Open
Abstract
Non-native pests, climate change, and their interactions are likely to alter relationships between trees and tree-associated organisms with consequences for forest health. To understand and predict such changes, factors structuring tree-associated communities need to be determined. Here, we analysed the data consisting of records of insects and fungi collected from dormant twigs from 155 tree species at 51 botanical gardens or arboreta in 32 countries. Generalized dissimilarity models revealed similar relative importance of studied climatic, host-related and geographic factors on differences in tree-associated communities. Mean annual temperature, phylogenetic distance between hosts and geographic distance between locations were the major drivers of dissimilarities. The increasing importance of high temperatures on differences in studied communities indicate that climate change could affect tree-associated organisms directly and indirectly through host range shifts. Insect and fungal communities were more similar between closely related vs. distant hosts suggesting that host range shifts may facilitate the emergence of new pests. Moreover, dissimilarities among tree-associated communities increased with geographic distance indicating that human-mediated transport may serve as a pathway of the introductions of new pests. The results of this study highlight the need to limit the establishment of tree pests and increase the resilience of forest ecosystems to changes in climate.
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Affiliation(s)
- Iva Franić
- CABI, Delémont, Switzerland.
- Institute of Plant Sciences, University of Bern, Bern, Switzerland.
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland.
| | - Eric Allan
- Institute of Plant Sciences, University of Bern, Bern, Switzerland
| | - Simone Prospero
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
| | - Kalev Adamson
- Institute of Forestry and Engineering, Estonian University of Life Sciences, Tartu, Estonia
| | - Fabio Attorre
- Department of Environmental Biology, Sapienza University of Rome, Rome, Italy
| | | | | | - Dimitrios Avtzis
- Forest Research Institute, Hellenic Agricultural Organization-Demeter, Thessaloniki, Greece
| | - Wim Baert
- Meise Botanic Garden, Meise, Belgium
| | - Marek Barta
- Institute of Forest Ecology, Slovak Academy of Sciences, Nitra, Slovakia
| | | | - Amani Bellahirech
- National Research Institute of Rural Engineering, Water and Forests (INRGREF), Ariana, Tunisia
| | - Piotr Boroń
- Department of Forest Ecosystems Protection, University of Agriculture in Krakow, Krakow, Poland
| | - Helena Bragança
- Instituto Nacional de Investigação Agrária e Veterinária I. P. (INIAV I. P.), Oeiras, Portugal
- GREEN-IT Bioresources for Sustainability, ITQB NOVA, Oeiras, Portugal
| | - Tereza Brestovanská
- Silva Tarouca Research Institute for Landscape and Ornamental Gardening, Pruhonice, Czech Republic
| | - May Bente Brurberg
- NIBIO, Norwegian Institute of Bioeconomy Research, Ås, Norway
- NMBU-Norwegian University of Life Sciences, Ås, Norway
| | | | - Daiva Burokienė
- Institute of Botany at the Nature Research Centre, Vilnius, Lithuania
| | - Michelle Cleary
- Southern Swedish Forest Research Centre, Swedish University of Agricultural Sciences, Alnarp, Sweden
| | - Juan Corley
- Instituto de Investigaciones Forestales y Agropecuarias Bariloche (INTA-CONICET), Bariloche, Argentina
| | - David R Coyle
- Department of Forestry and Environmental Conservation, Clemson University, Clemson, SC, USA
| | - György Csóka
- Department of Forest Protection, Forest Research Institute, University of Sopron, Mátrafüred, Hungary
| | - Karel Černý
- Silva Tarouca Research Institute for Landscape and Ornamental Gardening, Pruhonice, Czech Republic
| | - Kateryna Davydenko
- Ukrainian Research Institute of Forestry and Forest Melioration, Kharkiv, Ukraine
| | | | - Julio Javier Diez
- Sustainable Forest Management Research Institute, University of Valladolid-INIA, Palencia, Spain
- Department of Vegetal Production and Forest Resources, University of Valladolid, Palencia, Spain
| | | | - Rein Drenkhan
- Institute of Forestry and Engineering, Estonian University of Life Sciences, Tartu, Estonia
| | - Jacqueline Edwards
- School of Applied Systems Biology, La Trobe University, Melbourne, Vic, Australia
- Agriculture Victoria Research, Agribio Centre, Bundoora, Vic, Australia
| | - Mohammed Elsafy
- Department of Plant Breeding, Swedish University of Agricultural Sciences, Alnarp, Sweden
| | - Csaba Béla Eötvös
- Department of Forest Protection, Forest Research Institute, University of Sopron, Mátrafüred, Hungary
| | - Roman Falko
- Ukrainian Research Institute of Mountain Forestry, Ivano-Frankivsk, Ukraine
| | - Jianting Fan
- College of Forestry and Biotechnology, Zhejiang A & F University, Hangzhou, China
| | - Nina Feddern
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
| | - Ágnes Fürjes-Mikó
- Department of Forest Protection, Forest Research Institute, University of Sopron, Mátrafüred, Hungary
| | - Martin M Gossner
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
- Institute of Terrestrial Ecosystems, ETH Zürich, Zürich, Switzerland
| | - Bartłomiej Grad
- Department of Forest Ecosystems Protection, University of Agriculture in Krakow, Krakow, Poland
| | - Martin Hartmann
- Institute of Agricultural Sciences, ETH Zürich, Zürich, Switzerland
| | - Ludmila Havrdova
- Silva Tarouca Research Institute for Landscape and Ornamental Gardening, Pruhonice, Czech Republic
| | | | - Markéta Hrabětová
- Silva Tarouca Research Institute for Landscape and Ornamental Gardening, Pruhonice, Czech Republic
| | - Mathias Just Justesen
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Copenhagen, Denmark
| | - Magdalena Kacprzyk
- Department of Forest Ecosystems Protection, University of Agriculture in Krakow, Krakow, Poland
| | | | - Natalia Kirichenko
- Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Sciences, Federal Research Center "Krasnoyarsk Science Center SB RAS", Krasnoyarsk, Russia
- Siberian Federal University, Krasnoyarsk, Russia
| | - Marta Kovač
- Croatian Forest Research Institute, Jastrebarsko, Croatia
| | | | | | - Maria Victoria Lantschner
- Instituto de Investigaciones Forestales y Agropecuarias Bariloche (INTA-CONICET), Bariloche, Argentina
| | - Jelena Lazarević
- Biotechnical Faculty, University of Montenegro, Podgorica, Montenegro
| | | | | | - Corrie Lynne Madsen
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Copenhagen, Denmark
| | - Chris Malumphy
- Fera Science Ltd, National Agri-food Innovation Campus, York, UK
| | | | - Iryna Matsiakh
- Southern Swedish Forest Research Centre, Swedish University of Agricultural Sciences, Alnarp, Sweden
- Ukrainian National Forestry University, Lviv, Ukraine
| | - Tom W May
- Royal Botanic Gardens Victoria, Melbourne, Vic, Australia
| | - Johan Meffert
- National Plant Protection Organisation, Netherlands Food and Consumers Product Safety Authority, Ministry of Agriculture, Nature and Food Quality, Wageningen, The Netherlands
| | - Duccio Migliorini
- National Research Council C.N.R., Institute for Sustainable Plant Protection (IPSP), Sesto Fiorentino, Italy
| | - Christo Nikolov
- National Forest Centre, Forest Research Institute, Zvolen, Slovakia
| | | | - Funda Oskay
- Faculty of Forestry, Çankırı Karatekin University, Cankiri, Turkey
| | - Trudy Paap
- Forestry and Agricultural Biotechnology Institute (FABI), University of Pretoria, Pretoria, South Africa
| | - Taras Parpan
- Ukrainian Research Institute of Mountain Forestry, Ivano-Frankivsk, Ukraine
| | | | - Hans Peter Ravn
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Copenhagen, Denmark
| | - John Richard
- Tanzania Forestry Research Institute (TAFORI), Lushoto, Tanzania
| | | | | | - Beat Ruffner
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
| | - Alberto Santini
- National Research Council C.N.R., Institute for Sustainable Plant Protection (IPSP), Sesto Fiorentino, Italy
| | - Karolis Sivickis
- Institute of Botany at the Nature Research Centre, Vilnius, Lithuania
| | - Carolina Soliani
- Instituto de Investigaciones Forestales y Agropecuarias Bariloche (INTA-CONICET), Bariloche, Argentina
| | - Venche Talgø
- NIBIO, Norwegian Institute of Bioeconomy Research, Ås, Norway
| | - Maria Tomoshevich
- Central Siberian Botanical Garden, Russian Academy of Sciences, Siberian Branch, Novosibirsk, Russia
| | - Anne Uimari
- Natural Resources Institute Finland, Suonenjoki, Finland
| | - Michael Ulyshen
- USDA Forest Service, Southern Research Station, Athens, GA, USA
| | | | - Caterina Villari
- D.B. Warnell School of Forestry and Natural Resources, University of Georgia, Athens, GA, USA
| | - Yongjun Wang
- College of Forestry and Biotechnology, Zhejiang A & F University, Hangzhou, China
| | - Johanna Witzell
- Forestry and Wood Technology, Linnaeus University, Växjö, Sweden
| | - Milica Zlatković
- Institute of Lowland Forestry and Environment (ILFE), University of Novi Sad, Novi Sad, Serbia
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Franić I, Prospero S, Adamson K, Allan E, Attorre F, Auger-Rozenberg MA, Augustin S, Avtzis D, Baert W, Barta M, Bauters K, Bellahirech A, Boroń P, Bragança H, Brestovanská T, Brurberg MB, Burgess T, Burokienė D, Cleary M, Corley J, Coyle DR, Csóka G, Černý K, Davydenko K, de Groot M, Diez JJ, Doğmuş Lehtijärvi HT, Drenkhan R, Edwards J, Elsafy M, Eötvös CB, Falko R, Fan J, Feddern N, Fürjes-Mikó Á, Gossner MM, Grad B, Hartmann M, Havrdova L, Horáková MK, Hrabětová M, Justesen MJ, Kacprzyk M, Kenis M, Kirichenko N, Kovač M, Kramarets V, Lacković N, Lantschner MV, Lazarević J, Leskiv M, Li H, Madsen CL, Malumphy C, Matošević D, Matsiakh I, May TW, Meffert J, Migliorini D, Nikolov C, O'Hanlon R, Oskay F, Paap T, Parpan T, Piškur B, Ravn HP, Richard J, Ronse A, Roques A, Ruffner B, Sivickis K, Soliani C, Talgø V, Tomoshevich M, Uimari A, Ulyshen M, Vettraino AM, Villari C, Wang Y, Witzell J, Zlatković M, Eschen R. Worldwide diversity of endophytic fungi and insects associated with dormant tree twigs. Sci Data 2022; 9:62. [PMID: 35232978 PMCID: PMC8888713 DOI: 10.1038/s41597-022-01162-3] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Accepted: 01/13/2022] [Indexed: 11/20/2022] Open
Abstract
International trade in plants and climate change are two of the main factors causing damaging tree pests (i.e. fungi and insects) to spread into new areas. To mitigate these risks, a large-scale assessment of tree-associated fungi and insects is needed. We present records of endophytic fungi and insects in twigs of 17 angiosperm and gymnosperm genera, from 51 locations in 32 countries worldwide. Endophytic fungi were characterized by high-throughput sequencing of 352 samples from 145 tree species in 28 countries. Insects were reared from 227 samples of 109 tree species in 18 countries and sorted into taxonomic orders and feeding guilds. Herbivorous insects were grouped into morphospecies and were identified using molecular and morphological approaches. This dataset reveals the diversity of tree-associated taxa, as it contains 12,721 fungal Amplicon Sequence Variants and 208 herbivorous insect morphospecies, sampled across broad geographic and climatic gradients and for many tree species. This dataset will facilitate applied and fundamental studies on the distribution of fungal endophytes and insects in trees. Measurement(s) | metagenomics analysis • Cytochrome C Oxidase Subunit 1 | Technology Type(s) | amplicon sequencing • Dideoxy Chain Termination DNA Sequencing | Factor Type(s) | tree species • geographic location • mean annual temperature • mean annual precipitation | Sample Characteristic - Organism | Fungi • Insecta | Sample Characteristic - Environment | dormant tree twigs |
Machine-accessible metadata file describing the reported data: 10.6084/m9.figshare.16764229
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Affiliation(s)
- Iva Franić
- CABI, Delémont, Switzerland. .,Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland. .,Institute of Plant Sciences, University of Bern, Bern, Switzerland.
| | - Simone Prospero
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
| | - Kalev Adamson
- Institute of Forestry and Rural Engineering, Estonian University of Life Sciences, Tartu, Estonia
| | - Eric Allan
- Institute of Plant Sciences, University of Bern, Bern, Switzerland
| | - Fabio Attorre
- Department of Environmental Biology, Sapienza University of Rome, Rome, Italy
| | - Marie Anne Auger-Rozenberg
- Forest Zoology Research Unit, French National Research Institute for Agriculture, Food and Environment (URZF INRAE), Orléans, France
| | - Sylvie Augustin
- Forest Zoology Research Unit, French National Research Institute for Agriculture, Food and Environment (URZF INRAE), Orléans, France
| | - Dimitrios Avtzis
- Forest Research Institute, Hellenic Agricultural Organization - Demeter, Thessaloniki, Greece
| | - Wim Baert
- Meise Botanic Garden, Meise, Belgium
| | - Marek Barta
- Institute of Forest Ecology, Slovak Academy of Sciences, Nitra, Slovakia
| | | | - Amani Bellahirech
- National Research Institute of Rural Engineering, Water and Forests (INRGREF), Ariana, Tunisia
| | - Piotr Boroń
- Department of Forest Ecosystems Protection, University of Agriculture in Krakow, Krakow, Poland
| | - Helena Bragança
- Instituto Nacional de Investigação Agrária e Veterinária I. P. (INIAV I. P.), Oeiras, Portugal.,GREEN-IT Bioresources for Sustainability, ITQB NOVA, Oeiras, Portugal
| | - Tereza Brestovanská
- Silva Tarouca Research Institute for Landscape and Ornamental Gardening, Pruhonice, Czech Republic
| | - May Bente Brurberg
- NIBIO, Norwegian Institute of Bioeconomy Research, Ås, Norway.,NMBU - Norwegian University of Life Sciences, Ås, Norway
| | - Treena Burgess
- Harry Butler Institute, Murdoch University, Murdoch, Western Australia, Australia
| | - Daiva Burokienė
- Institute of Botany at the Nature Research Centre, Vilnius, Lithuania
| | - Michelle Cleary
- Southern Swedish Forest Research Centre, Swedish University of Agricultural Sciences, Alnarp, Sweden
| | - Juan Corley
- Instituto de Investigaciones Forestales y Agropecuarias Bariloche (INTA-CONICET), Bariloche, Argentina
| | - David R Coyle
- Department of Forestry and Environmental Conservation, Clemson University, Clemson, South Carolina, USA
| | - György Csóka
- University of Sopron, Forest Research Institute, Department of Forest Protection, Mátrafüred, Hungary
| | - Karel Černý
- Silva Tarouca Research Institute for Landscape and Ornamental Gardening, Pruhonice, Czech Republic
| | - Kateryna Davydenko
- Ukrainian Research Institute of Forestry and Forest Melioration, Kharkiv, Ukraine
| | | | - Julio Javier Diez
- Sustainable Forest Management Research Institute, University of Valladolid-INIA, Palencia, Spain.,Department of Vegetal Production and Forest Resources, University of Valladolid, Palencia, Spain
| | | | - Rein Drenkhan
- Institute of Forestry and Rural Engineering, Estonian University of Life Sciences, Tartu, Estonia
| | - Jacqueline Edwards
- School of Applied Systems Biology, La Trobe University, Melbourne, Victoria, Australia.,Agriculture Victoria Research, Agribio Centre, Bundoora, Victoria, Australia
| | - Mohammed Elsafy
- Southern Swedish Forest Research Centre, Swedish University of Agricultural Sciences, Alnarp, Sweden
| | - Csaba Béla Eötvös
- University of Sopron, Forest Research Institute, Department of Forest Protection, Mátrafüred, Hungary
| | - Roman Falko
- Ukrainian Research Institute of Mountain Forestry, Ivano-Frankivsk, Ukraine
| | - Jianting Fan
- College of Forestry and Biotechnology, Zhejiang A & F University, Hangzhou, China
| | - Nina Feddern
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
| | - Ágnes Fürjes-Mikó
- University of Sopron, Forest Research Institute, Department of Forest Protection, Mátrafüred, Hungary
| | - Martin M Gossner
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland.,Institute of Terrestrial Ecosystems, ETH Zürich, Zürich, Switzerland
| | - Bartłomiej Grad
- Department of Forest Ecosystems Protection, University of Agriculture in Krakow, Krakow, Poland
| | - Martin Hartmann
- Institute of Agricultural Sciences, ETH Zürich, Zürich, Switzerland
| | - Ludmila Havrdova
- Silva Tarouca Research Institute for Landscape and Ornamental Gardening, Pruhonice, Czech Republic
| | | | - Markéta Hrabětová
- Silva Tarouca Research Institute for Landscape and Ornamental Gardening, Pruhonice, Czech Republic
| | - Mathias Just Justesen
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Copenhagen, Denmark
| | - Magdalena Kacprzyk
- Department of Forest Ecosystems Protection, University of Agriculture in Krakow, Krakow, Poland
| | | | - Natalia Kirichenko
- Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Sciences, Federal Research Center "Krasnoyarsk Science Center SB RAS", Krasnoyarsk, Russia.,Siberian Federal University, Krasnoyarsk, Russia
| | - Marta Kovač
- Croatian Forest Research Institute, Jastrebarsko, Croatia
| | | | | | - Maria Victoria Lantschner
- Instituto de Investigaciones Forestales y Agropecuarias Bariloche (INTA-CONICET), Bariloche, Argentina
| | - Jelena Lazarević
- Biotechnical Faculty, University of Montenegro, Podgorica, Montenegro
| | | | | | - Corrie Lynne Madsen
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Copenhagen, Denmark
| | - Chris Malumphy
- Fera Science Ltd, National Agri-food Innovation Campus, York, UK
| | | | | | - Tom W May
- Royal Botanic Gardens Victoria, Melbourne, Victoria, Australia
| | - Johan Meffert
- National Plant Protection Organisation, Netherlands Food and Consumers Product Safety Authority, Ministry of Agriculture, Nature and Food Quality, Wageningen, Netherlands
| | - Duccio Migliorini
- Institute for Sustainable Plant Protection (IPSP), National Research Council C.N.R., Sesto Fiorentino, Italy
| | - Christo Nikolov
- National Forest Centre, Forest Research Institute, Zvolen, Slovakia
| | - Richard O'Hanlon
- Department of Agriculture, Food and the Marine, Dublin, Republic of Ireland.,Agri-Food & Biosciences Institute (AFBI), Belfast, UK
| | - Funda Oskay
- Faculty of Forestry, Çankırı Karatekin University, Cankiri, Turkey
| | - Trudy Paap
- Forestry and Agricultural Biotechnology Institute (FABI), University of Pretoria, Pretoria, South Africa.,South African National Biodiversity Institute, Kirstenbosch Research Centre, Cape Town, South Africa
| | - Taras Parpan
- Ukrainian Research Institute of Mountain Forestry, Ivano-Frankivsk, Ukraine
| | | | - Hans Peter Ravn
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Copenhagen, Denmark
| | - John Richard
- Tanzania Forestry Research Institute (TAFORI), Lushoto, Tanzania
| | | | - Alain Roques
- Forest Zoology Research Unit, French National Research Institute for Agriculture, Food and Environment (URZF INRAE), Orléans, France
| | - Beat Ruffner
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
| | - Karolis Sivickis
- Institute of Botany at the Nature Research Centre, Vilnius, Lithuania
| | - Carolina Soliani
- Instituto de Investigaciones Forestales y Agropecuarias Bariloche (INTA-CONICET), Bariloche, Argentina
| | - Venche Talgø
- NIBIO, Norwegian Institute of Bioeconomy Research, Ås, Norway
| | - Maria Tomoshevich
- Central Siberian Botanical Garden, Russian Academy of Sciences, Siberian Branch, Novosibirsk, Russia
| | - Anne Uimari
- Natural Resources Institute Finland, Suonenjoki, Finland
| | - Michael Ulyshen
- USDA Forest Service, Southern Research Station, Athens, Georgia, USA
| | | | - Caterina Villari
- D.B. Warnell School of Forestry & Natural Resources, University of Georgia, Athens, Georgia, USA
| | - Yongjun Wang
- College of Forestry and Biotechnology, Zhejiang A & F University, Hangzhou, China
| | - Johanna Witzell
- Forestry and Wood Technology, Linnaeus University, Växjö, Sweden
| | - Milica Zlatković
- Institute of Lowland Forestry and Environment (ILFE), University of Novi Sad, Novi Sad, Serbia
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