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Zhang S, Fan D, Wu J, Zhang X, Zhuang X, Kong W. The interaction of climate, plant, and soil factors drives putative soil fungal pathogen diversity and community structure in dry grasslands. ENVIRONMENTAL MICROBIOLOGY REPORTS 2024; 16:e13223. [PMID: 38124298 PMCID: PMC10866062 DOI: 10.1111/1758-2229.13223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 11/29/2023] [Indexed: 12/23/2023]
Abstract
Soil pathogens play important roles in shaping soil microbial diversity and controlling ecosystem functions. Though climate and local environmental factors and their influences on fungal pathogen communities have been examined separately, few studies explore the relative contributions of these factors. This is particularly crucial in eco-fragile regions, which are more sensitive to environmental changes. Herein we investigated the diversity and community structure of putative soil fungal pathogens in cold and dry grasslands on the Tibetan Plateau, using high-throughput sequencing. The results showed that steppe soils had the highest diversity of all pathogens and plant pathogens; contrastingly, meadow soils had the highest animal pathogen diversity. Structural equation modelling revealed that climate, plant, and soil had similar levels of influence on putative soil fungal pathogen diversity, with total effects ranging from 52% to 59% (all p < 0.001), with precipitation exhibiting a stronger direct effect than plant and soil factors. Putative soil fungal pathogen community structure gradually changed with desert, steppe, and meadow, and was primarily controlled by the interactions of climate, plant, and soil factors rather than by distinct factors individually. This finding contrasts with most studies of soil bacterial and fungal community structure, which generally report dominant roles of individual environmental factors.
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Affiliation(s)
- Shaoyang Zhang
- State Key Laboratory of Tibetan Plateau Earth System, Environment and Resources (TPESER)Institute of Tibetan Plateau Research, Chinese Academy of SciencesBeijingChina
- College of Resources and EnvironmentUniversity of Chinese Academy of SciencesBeijingChina
| | - Dandan Fan
- State Key Laboratory of Tibetan Plateau Earth System, Environment and Resources (TPESER)Institute of Tibetan Plateau Research, Chinese Academy of SciencesBeijingChina
- College of Resources and EnvironmentUniversity of Chinese Academy of SciencesBeijingChina
| | - Jianshuang Wu
- Institute of Environment and Sustainable Development in AgricultureChinese Academy of Agricultural SciencesBeijingChina
| | - Xianzhou Zhang
- Key Laboratory of Ecosystem Network Observation and ModelingInstitute of Geographic Sciences and Natural Resources Research, Chinese Academy of SciencesBeijingChina
| | - Xuliang Zhuang
- State Key Laboratory of Tibetan Plateau Earth System, Environment and Resources (TPESER)Institute of Tibetan Plateau Research, Chinese Academy of SciencesBeijingChina
- College of Resources and EnvironmentUniversity of Chinese Academy of SciencesBeijingChina
| | - Weidong Kong
- State Key Laboratory of Tibetan Plateau Earth System, Environment and Resources (TPESER)Institute of Tibetan Plateau Research, Chinese Academy of SciencesBeijingChina
- College of Resources and EnvironmentUniversity of Chinese Academy of SciencesBeijingChina
- College of Life SciencesCapital Normal UniversityBeijingChina
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2
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Chen H, Zhang G, Ding G, Huang J, Zhang H, Vidal MC, Corlett RT, Liu C, An J. Interspecific Host Variation and Biotic Interactions Drive Pathogen Community Assembly in Chinese Bumblebees. INSECTS 2023; 14:887. [PMID: 37999086 PMCID: PMC10672019 DOI: 10.3390/insects14110887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 11/04/2023] [Accepted: 11/15/2023] [Indexed: 11/25/2023]
Abstract
Bumblebees have been considered one of the most important pollinators on the planet. However, recent reports of bumblebee decline have raised concern about a significant threat to ecosystem stability. Infectious diseases caused by multiple pathogen infections have been increasingly recognized as an important mechanism behind this decline worldwide. Understanding the determining factors that influence the assembly and composition of pathogen communities among bumblebees can provide important implications for predicting infectious disease dynamics and making effective conservation policies. Here, we study the relative importance of biotic interactions versus interspecific host resistance in shaping the pathogen community composition of bumblebees in China. We first conducted a comprehensive survey of 13 pathogens from 22 bumblebee species across China. We then applied joint species distribution modeling to assess the determinants of pathogen community composition and examine the presence and strength of pathogen-pathogen associations. We found that host species explained most of the variations in pathogen occurrences and composition, suggesting that host specificity was the most important variable in predicting pathogen occurrences and community composition in bumblebees. Moreover, we detected both positive and negative associations among pathogens, indicating the role of competition and facilitation among pathogens in determining pathogen community assembly. Our research demonstrates the power of a pluralistic framework integrating field survey of bumblebee pathogens with community ecology frameworks to understand the underlying mechanisms of pathogen community assembly.
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Affiliation(s)
- Huanhuan Chen
- State Key Laboratory of Resource Insects, Key Laboratory of Insect-Pollinator Biology of Ministry of Agriculture and Rural Affairs, Institute of Apicultural Research, Chinese Academy of Agricultural Sciences, Beijing 100193, China; (H.C.); (G.Z.); (G.D.); (J.H.); (H.Z.)
- Centre for Yunnan Plateau Biological Resources Protection and Utilization, College of Biological Resource and Food Engineering, Qujing Normal University, Qujing 655011, China
| | - Guangshuo Zhang
- State Key Laboratory of Resource Insects, Key Laboratory of Insect-Pollinator Biology of Ministry of Agriculture and Rural Affairs, Institute of Apicultural Research, Chinese Academy of Agricultural Sciences, Beijing 100193, China; (H.C.); (G.Z.); (G.D.); (J.H.); (H.Z.)
| | - Guiling Ding
- State Key Laboratory of Resource Insects, Key Laboratory of Insect-Pollinator Biology of Ministry of Agriculture and Rural Affairs, Institute of Apicultural Research, Chinese Academy of Agricultural Sciences, Beijing 100193, China; (H.C.); (G.Z.); (G.D.); (J.H.); (H.Z.)
| | - Jiaxing Huang
- State Key Laboratory of Resource Insects, Key Laboratory of Insect-Pollinator Biology of Ministry of Agriculture and Rural Affairs, Institute of Apicultural Research, Chinese Academy of Agricultural Sciences, Beijing 100193, China; (H.C.); (G.Z.); (G.D.); (J.H.); (H.Z.)
| | - Hong Zhang
- State Key Laboratory of Resource Insects, Key Laboratory of Insect-Pollinator Biology of Ministry of Agriculture and Rural Affairs, Institute of Apicultural Research, Chinese Academy of Agricultural Sciences, Beijing 100193, China; (H.C.); (G.Z.); (G.D.); (J.H.); (H.Z.)
| | - Mayra C. Vidal
- Biology Department, University of Massachusetts, Boston, MA 02125, USA;
| | - Richard T. Corlett
- Center for Integrative Conservation, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Mengla 666303, China;
| | - Cong Liu
- Biology Department, University of Massachusetts, Boston, MA 02125, USA;
- Department of Organismic and Evolutional Biology, Museum of Comparative Zoology, Harvard University, Cambridge, MA 02138, USA
| | - Jiandong An
- State Key Laboratory of Resource Insects, Key Laboratory of Insect-Pollinator Biology of Ministry of Agriculture and Rural Affairs, Institute of Apicultural Research, Chinese Academy of Agricultural Sciences, Beijing 100193, China; (H.C.); (G.Z.); (G.D.); (J.H.); (H.Z.)
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3
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Ndinga-Muniania C, Wornson N, Fulcher MR, Borer ET, Seabloom EW, Kinkel L, May G. Cryptic functional diversity within a grass mycobiome. PLoS One 2023; 18:e0287990. [PMID: 37471328 PMCID: PMC10358963 DOI: 10.1371/journal.pone.0287990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 06/17/2023] [Indexed: 07/22/2023] Open
Abstract
Eukaryotic hosts harbor tremendously diverse microbiomes that affect host fitness and response to environmental challenges. Fungal endophytes are prominent members of plant microbiomes, but we lack information on the diversity in functional traits affecting their interactions with their host and environment. We used two culturing approaches to isolate fungal endophytes associated with the widespread, dominant prairie grass Andropogon gerardii and characterized their taxonomic diversity using rDNA barcode sequencing. A randomly chosen subset of fungi representing the diversity of each leaf was then evaluated for their use of different carbon compound resources and growth on those resources. Applying community phylogenetic analyses, we discovered that these fungal endophyte communities are comprised of phylogenetically distinct assemblages of slow- and fast-growing fungi that differ in their use and growth on differing carbon substrates. Our results demonstrate previously undescribed and cryptic functional diversity in carbon resource use and growth in fungal endophyte communities of A. gerardii.
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Affiliation(s)
- Cedric Ndinga-Muniania
- Plant and Microbial Biology Graduate Program, University of Minnesota, St. Paul, Minnesota, United States of America
- Department of Ecology, Evolution and Behavior, University of Minnesota, St. Paul, Minnesota, United States of America
| | - Nicholas Wornson
- School of Statistics, University of Minnesota, Minneapolis, Minnesota, United States of America
- Department of Plant Pathology, University of Minnesota, Saint Paul, Minnesota, United States of America
| | - Michael R Fulcher
- Foreign Disease-Weed Science Research Unit, United States Department of Agriculture, Frederick, Maryland, United States of America
| | - Elizabeth T Borer
- Department of Ecology, Evolution and Behavior, University of Minnesota, St. Paul, Minnesota, United States of America
| | - Eric W Seabloom
- Department of Ecology, Evolution and Behavior, University of Minnesota, St. Paul, Minnesota, United States of America
| | - Linda Kinkel
- Department of Ecology, Evolution and Behavior, University of Minnesota, St. Paul, Minnesota, United States of America
- Department of Plant Pathology, University of Minnesota, Saint Paul, Minnesota, United States of America
| | - Georgiana May
- Department of Ecology, Evolution and Behavior, University of Minnesota, St. Paul, Minnesota, United States of America
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Seabloom EW, Caldeira MC, Davies KF, Kinkel L, Knops JMH, Komatsu KJ, MacDougall AS, May G, Millican M, Moore JL, Perez LI, Porath-Krause AJ, Power SA, Prober SM, Risch AC, Stevens C, Borer ET. Globally consistent response of plant microbiome diversity across hosts and continents to soil nutrients and herbivores. Nat Commun 2023; 14:3516. [PMID: 37316485 DOI: 10.1038/s41467-023-39179-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 06/01/2023] [Indexed: 06/16/2023] Open
Abstract
All multicellular organisms host a diverse microbiome composed of microbial pathogens, mutualists, and commensals, and changes in microbiome diversity or composition can alter host fitness and function. Nonetheless, we lack a general understanding of the drivers of microbiome diversity, in part because it is regulated by concurrent processes spanning scales from global to local. Global-scale environmental gradients can determine variation in microbiome diversity among sites, however an individual host's microbiome also may reflect its local micro-environment. We fill this knowledge gap by experimentally manipulating two potential mediators of plant microbiome diversity (soil nutrient supply and herbivore density) at 23 grassland sites spanning global-scale gradients in soil nutrients, climate, and plant biomass. Here we show that leaf-scale microbiome diversity in unmanipulated plots depended on the total microbiome diversity at each site, which was highest at sites with high soil nutrients and plant biomass. We also found that experimentally adding soil nutrients and excluding herbivores produced concordant results across sites, increasing microbiome diversity by increasing plant biomass, which created a shaded microclimate. This demonstration of consistent responses of microbiome diversity across a wide range of host species and environmental conditions suggests the possibility of a general, predictive understanding of microbiome diversity.
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Affiliation(s)
- Eric W Seabloom
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, MN, 55108, USA.
| | - Maria C Caldeira
- Forest Research Centre, Associate Laboratory TERRA, School of Agriculture, University of Lisbon, Lisbon, Portugal
| | - Kendi F Davies
- Department of Ecology and Evolutionary Biology, University of Colorado, Boulder, CO, 80305, USA
| | - Linda Kinkel
- Department of Plant Pathology, University of Minnesota, St. Paul, MN, 55108, USA
| | - Johannes M H Knops
- Health and Environmental Sciences Department, Xi'an Jiaotong-Liverpool University, Suzhou, China
| | | | | | - Georgiana May
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, MN, 55108, USA
| | - Michael Millican
- Department of Plant Pathology, University of Minnesota, St. Paul, MN, 55108, USA
| | - Joslin L Moore
- Arthur Rylah Institute for Environmental Research, 123 Brown Street, Heidelberg, VIC, 3084, Australia
- School of Biological Sciences, Monash University, 25 Rainforest Walk, Clayton, VIC, 3800, Australia
- School of Agriculture, Food and Ecosystem Sciences, The University of Melbourne, VIC, 3010, Australia
| | - Luis I Perez
- IFEVA-Facultad de Agronomía (UBA)/CONICET, Departamento de Recursos Naturales, Catedra ´ de Ecología, Av. San Martín, 4453, Buenos Aires, C1417DSE, Argentina
| | - Anita J Porath-Krause
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, MN, 55108, USA
| | - Sally A Power
- Hawkesbury Institute for the Environment, Locked Bag 1797, Penrith, NSW, 2751, Australia
| | | | - Anita C Risch
- Swiss Federal Institute for Forest, Snow and Landscape Research, Birmensdorf, Switzerland
| | - Carly Stevens
- Lancaster Environment Centre, Lancaster University, Lancaster, LA1 4YQ, UK
| | - Elizabeth T Borer
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, MN, 55108, USA
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5
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Norberg A, Susi H, Sallinen S, Baran P, Clark NJ, Laine AL. Direct and indirect viral associations predict coexistence in wild plant virus communities. Curr Biol 2023; 33:1665-1676.e4. [PMID: 37019108 DOI: 10.1016/j.cub.2023.03.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 01/17/2023] [Accepted: 03/08/2023] [Indexed: 04/07/2023]
Abstract
Viruses are a vastly underestimated component of biodiversity that occur as diverse communities across hierarchical scales from the landscape level to individual hosts. The integration of community ecology with disease biology is a powerful, novel approach that can yield unprecedented insights into the abiotic and biotic drivers of pathogen community assembly. Here, we sampled wild plant populations to characterize and analyze the diversity and co-occurrence structure of within-host virus communities and their predictors. Our results show that these virus communities are characterized by diverse, non-random coinfections. Using a novel graphical network modeling framework, we demonstrate how environmental heterogeneity influences the network of virus taxa and how the virus co-occurrence patterns can be attributed to non-random, direct statistical virus-virus associations. Moreover, we show that environmental heterogeneity changed virus association networks, especially through their indirect effects. Our results highlight a previously underestimated mechanism of how environmental variability can influence disease risks by changing associations between viruses that are conditional on their environment.
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Affiliation(s)
- Anna Norberg
- Department of Evolutionary Biology and Environmental Studies, University of Zürich, 8057 Zürich, Switzerland; Centre for Biodiversity Dynamics, Department of Biology, Norwegian University of Science and Technology, 7034 Trondheim, Norway.
| | - Hanna Susi
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, PO Box 65 00014, Helsinki, Finland
| | - Suvi Sallinen
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, PO Box 65 00014, Helsinki, Finland
| | - Pezhman Baran
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, PO Box 65 00014, Helsinki, Finland
| | - Nicholas J Clark
- School of Veterinary Science, Faculty of Science, University of Queensland, Gatton, QL 4343, Australia
| | - Anna-Liisa Laine
- Department of Evolutionary Biology and Environmental Studies, University of Zürich, 8057 Zürich, Switzerland; Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, PO Box 65 00014, Helsinki, Finland
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Lu J, Zeng L, Holford P, Beattie GAC, Wang Y. Discovery of Brassica Yellows Virus and Porcine Reproductive and Respiratory Syndrome Virus in Diaphorina citri and Changes in Virome Due to Infection with ' Ca. L. asiaticus'. Microbiol Spectr 2023; 11:e0499622. [PMID: 36943045 PMCID: PMC10100913 DOI: 10.1128/spectrum.04996-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 02/19/2023] [Indexed: 03/23/2023] Open
Abstract
Detection of new viruses or new virus hosts is essential for the protection of economically important agroecosystems and human health. Increasingly, metatranscriptomic data are being used to facilitate this process. Such data were obtained from adult Asian citrus psyllids (ACP) (Diaphorina citri Kuwayama) that fed solely on mandarin (Citrus ×aurantium L.) plants grafted with buds infected with 'Candidatus Liberibacter asiaticus' (CLas), a phloem-limited bacterium associated with the severe Asian variant of huanglongbing (HLB), the most destructive disease of citrus. Brassica yellows virus (BrYV), the causative agent of yellowing or leafroll symptoms in brassicaceous plants, and its associated RNA (named as BrYVaRNA) were detected in ACP. In addition, the porcine reproductive and respiratory syndrome virus (PRRSV), which affects pigs and is economically important to pig production, was also found in ACP. These viruses were not detected in insects feeding on plants grafted with CLas-free buds. Changes in the concentrations of insect-specific viruses within the psyllid were caused by coinfection with CLas. IMPORTANCE The cross transmission of pathogenic viruses between different farming systems or plant communities is a major threat to plants and animals and, potentially, human health. The use of metagenomics is an effective approach to discover viruses and vectors. Here, we collected buds from the CLas-infected and CLas-free mandarin (Citrus ×aurantium L. [Rutaceae: Aurantioideae: Aurantieae]) trees from a commercial orchard and grafted them onto CLas-free mandarin plants under laboratory conditions. Through metatranscriptome sequencing, we first identified the Asian citrus psyllids feeding on plants grafted with CLas-infected buds carried the plant pathogen, brassica yellows virus and its associated RNA, and the swine pathogen, porcine reproductive and respiratory syndrome virus. These discoveries indicate that both viruses can be transmitted by grafting and acquired by ACP from CLas+ mandarin seedlings.
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Affiliation(s)
- Jinming Lu
- College of Forestry and Biotechnology, Zhejiang A&F University, Linan, Hangzhou, Zhejiang, China
- College of Plant Protection, South China Agricultural University, Guangzhou, Guangdong, China
| | - Lixia Zeng
- College of Plant Protection, South China Agricultural University, Guangzhou, Guangdong, China
| | - Paul Holford
- School of Science, Western Sydney University, Penrith, New South Wales, Australia
| | - George A. C. Beattie
- School of Science, Western Sydney University, Penrith, New South Wales, Australia
| | - Yanjing Wang
- The Key Laboratory for Quality Improvement of Agricultural Products of Zhejiang Province, College of Advanced Agricultural Sciences, Zhejiang A&F University, Linan, Hangzhou, Zhejiang, China
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Šigutová H, Šigut M, Pyszko P, Kostovčík M, Kolařík M, Drozd P. Seasonal Shifts in Bacterial and Fungal Microbiomes of Leaves and Associated Leaf-Mining Larvae Reveal Persistence of Core Taxa Regardless of Diet. Microbiol Spectr 2023; 11:e0316022. [PMID: 36629441 PMCID: PMC9927363 DOI: 10.1128/spectrum.03160-22] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Accepted: 12/16/2022] [Indexed: 01/12/2023] Open
Abstract
Microorganisms are key mediators of interactions between insect herbivores and their host plants. Despite a substantial interest in studying various aspects of these interactions, temporal variations in microbiomes of woody plants and their consumers remain understudied. In this study, we investigated shifts in the microbiomes of leaf-mining larvae (Insecta: Lepidoptera) and their host trees over one growing season in a deciduous temperate forest. We used 16S and ITS2 rRNA gene metabarcoding to profile the bacterial and fungal microbiomes of leaves and larvae. We found pronounced shifts in the leaf and larval microbiota composition and richness as the season progressed, and bacteria and fungi showed consistent patterns. The quantitative similarity between leaf and larval microbiota was very low for bacteria (~9%) and decreased throughout the season, whereas fungal similarity increased and was relatively high (~27%). In both leaves and larvae, seasonality, along with host taxonomy, was the most important factor shaping microbial communities. We identified frequently occurring microbial taxa with significant seasonal trends, including those more prevalent in larvae (Streptococcus, Candida sake, Debaryomyces prosopidis, and Neoascochyta europaea), more prevalent in leaves (Erwinia, Seimatosporium quercinum, Curvibasidium cygneicollum, Curtobacterium, Ceramothyrium carniolicum, and Mycosphaerelloides madeirae), and frequent in both leaves and larvae (bacterial strain P3OB-42, Methylobacterium/Methylorubrum, Bacillus, Acinetobacter, Cutibacterium, and Botrytis cinerea). Our results highlight the importance of considering seasonality when studying the interactions between plants, herbivorous insects, and their respective microbiomes, and illustrate a range of microbial taxa persistent in larvae, regardless of their occurrence in the diet. IMPORTANCE Leaf miners are endophagous insect herbivores that feed on plant tissues and develop and live enclosed between the epidermis layers of a single leaf for their entire life cycle. Such close association is a precondition for the evolution of more intimate host-microbe relationships than those found in free-feeding herbivores. Simultaneous comparison of bacterial and fungal microbiomes of leaves and their tightly linked consumers over time represents an interesting study system that could fundamentally contribute to the ongoing debate on the microbial residence of insect gut. Furthermore, leaf miners are ideal model organisms for interpreting the ecological and evolutionary roles of microbiota in host plant specialization. In this study, the larvae harbored specific microbial communities consisting of core microbiome members. Observed patterns suggest that microbes, especially bacteria, may play more important roles in the caterpillar holobiont than generally presumed.
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Affiliation(s)
- Hana Šigutová
- Department of Biology and Ecology, Faculty of Science, University of Ostrava, Ostrava, Czech Republic
| | - Martin Šigut
- Department of Biology and Ecology, Faculty of Science, University of Ostrava, Ostrava, Czech Republic
- Institute of Microbiology, Academy of Sciences of the Czech Republic, Prague, Czech Republic
| | - Petr Pyszko
- Department of Biology and Ecology, Faculty of Science, University of Ostrava, Ostrava, Czech Republic
| | - Martin Kostovčík
- Institute of Microbiology, Academy of Sciences of the Czech Republic, Prague, Czech Republic
| | - Miroslav Kolařík
- Institute of Microbiology, Academy of Sciences of the Czech Republic, Prague, Czech Republic
| | - Pavel Drozd
- Department of Biology and Ecology, Faculty of Science, University of Ostrava, Ostrava, Czech Republic
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8
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Manus MB. Ecological Processes and Human Behavior Provide a Framework for Studying the Skin Microbial Metacommunity. MICROBIAL ECOLOGY 2022; 84:689-702. [PMID: 34636925 DOI: 10.1007/s00248-021-01884-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Accepted: 09/24/2021] [Indexed: 06/13/2023]
Abstract
Metacommunity theory dictates that a microbial community is supported both by local ecological processes and the dispersal of microbes between neighboring communities. Studies that apply this perspective to human-associated microbial communities are thus far limited to the gut microbiome. Yet, the skin serves as the primary barrier between the body and the external environment, suggesting frequent opportunities for microbial dispersal to the variable microbial communities that are housed across skin sites. This paper applies metacommunity theory to understand the dispersal of microbes to the skin from the physical and social environment, as well as between different skin sites on an individual's body. This includes highlighting the role of human behavior in driving microbial dispersal, as well as shaping physiological properties of skin that underscore local microbial community dynamics. By leveraging data from research on the skin microbiomes of amphibians and other animals, this paper provides recommendations for future research on the skin microbial metacommunity, including generating testable predictions about the ecological underpinnings of the skin microbiome.
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Affiliation(s)
- Melissa B Manus
- Department of Anthropology, Northwestern University, Evanston, IL, USA.
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9
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Bergmann GE, Leveau JHJ. A metacommunity ecology approach to understanding microbial community assembly in developing plant seeds. Front Microbiol 2022; 13:877519. [PMID: 35935241 PMCID: PMC9355165 DOI: 10.3389/fmicb.2022.877519] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 07/05/2022] [Indexed: 11/13/2022] Open
Abstract
Microorganisms have the potential to affect plant seed germination and seedling fitness, ultimately impacting plant health and community dynamics. Because seed-associated microbiota are highly variable across individual plants, plant species, and environments, it is challenging to identify the dominant processes that underlie the assembly, composition, and influence of these communities. We propose here that metacommunity ecology provides a conceptually useful framework for studying the microbiota of developing seeds, by the application of metacommunity principles of filtering, species interactions, and dispersal at multiple scales. Many studies in seed microbial ecology already describe individual assembly processes in a pattern-based manner, such as correlating seed microbiome composition with genotype or tracking diversity metrics across treatments in dispersal limitation experiments. But we see a lot of opportunities to examine understudied aspects of seed microbiology, including trait-based research on mechanisms of filtering and dispersal at the micro-scale, the use of pollination exclusion experiments in macro-scale seed studies, and an in-depth evaluation of how these processes interact via priority effect experiments and joint species distribution modeling.
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Affiliation(s)
| | - Johan H. J. Leveau
- Department of Plant Pathology, University of California-Davis, Davis, CA, United States
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10
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Lajoie G, Parfrey LW. Beyond specialization: re-examining routes of host influence on symbiont evolution. Trends Ecol Evol 2022; 37:590-598. [PMID: 35466020 DOI: 10.1016/j.tree.2022.03.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 03/15/2022] [Accepted: 03/20/2022] [Indexed: 11/17/2022]
Abstract
Our understanding of host influence on microbial evolution has focused on symbiont specialization and the genomic streamlining that often accompanies it. However, a vast diversity of symbiotic lineages facultatively interact with hosts or associate with multiple hosts. Yet, there are no clear expectations for how host association influences the niche of these symbionts or their evolution. Here, we discuss how weak or variable selection on microbial symbiotic associations, horizontal transmission, and low costs of adaptation to novel host habitats are predicted to promote the expansion or maintenance of microbial niches. This broad perspective will aid in developing better and more general predictions for evolution in microbial symbioses.
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Affiliation(s)
- Geneviève Lajoie
- Botany Department, University of British Columbia, 6270 University Boulevard, Vancouver, BC, Canada, V6T 1Z4.
| | - Laura Wegener Parfrey
- Botany Department, University of British Columbia, 6270 University Boulevard, Vancouver, BC, Canada, V6T 1Z4
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11
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Sallinen S, Susi H, Halliday F, Laine AL. Altered within- and between-host transmission under coinfection underpin parasite co-occurrence patterns in the wild. Evol Ecol 2022; 37:131-151. [PMID: 36785621 PMCID: PMC9911512 DOI: 10.1007/s10682-022-10182-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 04/28/2022] [Indexed: 11/30/2022]
Abstract
Interactions among parasite species coinfecting the same host individual can have far reaching consequences for parasite ecology and evolution. How these within-host interactions affect epidemics may depend on two non-exclusive mechanisms: parasite growth and reproduction within hosts, and parasite transmission between hosts. Yet, how these two mechanisms operate under coinfection, and how sensitive they are to the composition of the coinfecting parasite community, remains poorly understood. Here, we test the hypothesis that the relationship between within- and between-host transmission of the fungal pathogen, Phomopsis subordinaria, is affected by co-occurring parasites infecting the host plant, Plantago lanceolata. We conducted a field experiment manipulating the parasite community of transmission source plants, then tracked P. subordinaria within-host transmission, as well as between-host transmission to naïve recipient plants. We find that coinfection with the powdery mildew pathogen, Podosphaera plantaginis, causes increased between-host transmission of P. subordinaria by affecting the number of infected flower stalks in the source plants, resulting from altered auto-infection. In contrast, coinfection with viruses did not have an effect on either within- or between-host transmission. We then analyzed data on the occurrence of P. subordinaria in 2018 and the powdery mildew in a multi-year survey data set from natural host populations to test whether the positive association predicted by our experimental results is evident in field epidemiological data. Consistent with our experimental findings, we observed a positive association in the occurrence of P. subordinaria and historical powdery mildew persistence. Jointly, our experimental and epidemiological results suggest that within- and between-host transmission of P. subordinaria depends on the identity of coinfecting parasites, with potentially far-reaching effects on disease dynamics and parasite co-occurrence patterns in wild populations. Supplementary Information The online version contains supplementary material available at 10.1007/s10682-022-10182-9.
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Affiliation(s)
- Suvi Sallinen
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, Viikinkaari 1 (PO box 65), 00014 Helsinki, Finland
| | - Hanna Susi
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, Viikinkaari 1 (PO box 65), 00014 Helsinki, Finland
| | - Fletcher Halliday
- Department of Evolutionary Biology and Environmental Studies, University of Zürich, CH-8057 Zurich, Switzerland
| | - Anna-Liisa Laine
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, Viikinkaari 1 (PO box 65), 00014 Helsinki, Finland
- Department of Evolutionary Biology and Environmental Studies, University of Zürich, CH-8057 Zurich, Switzerland
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12
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Disease‐mediated nutrient dynamics: Coupling host‐pathogen interactions with ecosystem elements and energy. ECOL MONOGR 2022. [DOI: 10.1002/ecm.1510] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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13
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Sullam KE, Musa T. Ecological Dynamics and Microbial Treatments against Oomycete Plant Pathogens. PLANTS 2021; 10:plants10122697. [PMID: 34961168 PMCID: PMC8707103 DOI: 10.3390/plants10122697] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 11/16/2021] [Accepted: 11/23/2021] [Indexed: 11/16/2022]
Abstract
In this review, we explore how ecological concepts may help assist with applying microbial biocontrol agents to oomycete pathogens. Oomycetes cause a variety of agricultural diseases, including potato late blight, apple replant diseases, and downy mildew of grapevine, which also can lead to significant economic damage in their respective crops. The use of microbial biocontrol agents is increasingly gaining interest due to pressure from governments and society to reduce chemical plant protection products. The success of a biocontrol agent is dependent on many ecological processes, including the establishment on the host, persistence in the environment, and expression of traits that may be dependent on the microbiome. This review examines recent literature and trends in research that incorporate ecological aspects, especially microbiome, host, and environmental interactions, into biological control development and applications. We explore ecological factors that may influence microbial biocontrol agents’ efficacy and discuss key research avenues forward.
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14
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Gougherty AV, Davies TJ. Towards a phylogenetic ecology of plant pests and pathogens. Philos Trans R Soc Lond B Biol Sci 2021; 376:20200359. [PMID: 34538142 PMCID: PMC8450633 DOI: 10.1098/rstb.2020.0359] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/24/2021] [Indexed: 01/17/2023] Open
Abstract
Plant-pathogens and insect pests, hereafter pests, play an important role in structuring ecological communities, yet both native and introduced pests impose significant pressure on wild and managed systems, and pose a threat to food security. Global changes in climate and land use, and transportation of plants and pests around the globe are likely to further increase the range, frequency and severity of pest outbreaks in the future. Thus, there is a critical need to expand on current ecological theory to address these challenges. Here, we outline a phylogenetic framework for the study of plant and pest interactions. In plants, a growing body of work has suggested that evolutionary relatedness, phylogeny, strongly structures plant-pest associations-from pest host breadths and impacts, to their establishment and spread in new regions. Understanding the phylogenetic dimensions of plant-pest associations will help to inform models of invasive species spread, disease and pest risk in crops, and emerging pest outbreaks in native plant communities-which will have important implications for protecting food security and biodiversity into the future. This article is part of the theme issue 'Infectious disease macroecology: parasite diversity and dynamics across the globe'.
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Affiliation(s)
- Andrew V. Gougherty
- Department of Botany, University of British Columbia, Vancouver, British Columbia, Canada
| | - T. Jonathan Davies
- Department of Botany, University of British Columbia, Vancouver, British Columbia, Canada
- Department of Forest and Conservation Sciences, University of British Columbia, Vancouver, British Columbia, Canada
- African Centre for DNA Barcoding, University of Johannesburg, Johannesburg 2092, South Africa
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15
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De Deyn GB, Kooistra L. The role of soils in habitat creation, maintenance and restoration. Philos Trans R Soc Lond B Biol Sci 2021; 376:20200170. [PMID: 34365817 PMCID: PMC8349624 DOI: 10.1098/rstb.2020.0170] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Soils are the fundament of terrestrial ecosystems. Across the globe we find different soil types with different properties resulting from the interacting soil forming factors: parent material, climate, topography, organisms and time. Here we present the role of soils in habitat formation and maintenance in natural systems, and reflect on how humans have modified soils from local to global scale. Soils host a tremendous diversity of life forms, most of them microscopic in size. We do not yet know all the functionalities of this diversity at the level of individual taxa or through their interactions. However, we do know that the interactions and feedbacks between soil life, plants and soil chemistry and physics are essential for soil and habitat formation, maintenance and restoration. Moreover, the couplings between soils and major cycles of carbon, nutrients and water are essential for supporting the production of food, feed and fibre, drinking water and greenhouse gas balances. Soils take thousands of years to form, yet are lost very quickly through a multitude of stressors. The current status of our soils globally is worrisome, yet with concerted action we can bend the curve and create win-wins of soil and habitat conservation, regeneration and sustainable development. This article is part of the theme issue 'The role of soils in delivering Nature's Contributions to People'.
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Affiliation(s)
- Gerlinde B De Deyn
- Soil Biology Group, Environmental Sciences, Wageningen University, Droevendaalsesteeg 3, 6700PB Wageningen, The Netherlands
| | - Lammert Kooistra
- Laboratory of Geo-Information Science and Remote Sensing, Wageningen University and Research, Wageningen, The Netherlands
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16
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Strauss AT, Bowerman L, Porath‐Krause A, Seabloom EW, Borer ET. Mixed infection, risk projection, and misdirection: Interactions among pathogens alter links between host resources and disease. Ecol Evol 2021; 11:9599-9609. [PMID: 34306646 PMCID: PMC8293790 DOI: 10.1002/ece3.7781] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 05/18/2021] [Indexed: 11/27/2022] Open
Abstract
A growing body of literature links resources of hosts to their risk of infectious disease. Yet most hosts encounter multiple pathogens, and projections of disease risk based on resource availability could be fundamentally wrong if they do not account for interactions among pathogens within hosts. Here, we measured infection risk of grass hosts (Avena sativa) exposed to three naturally co-occurring viruses either singly or jointly (barley and cereal yellow dwarf viruses [B/CYDVs]: CYDV-RPV, BYDV-PAV, and BYDV-SGV) along experimental gradients of nitrogen and phosphorus supply. We asked whether disease risk (i.e., infection prevalence) differed in single versus co-inoculations, and whether these differences varied with rates and ratios of nitrogen and phosphorus supply. In single inoculations, the viruses did not respond strongly to nitrogen or phosphorus. However, in co-inoculations, we detected illustrative cases of 1) resource-dependent antagonism (lower prevalence of RPV with increasing N; possibly due to competition), 2) resource-dependent facilitation (higher prevalence of SGV with decreasing N:P; possibly due to immunosuppression), and 3) weak or no interactions within hosts (for PAV). Together, these within-host interactions created emergent patterns for co-inoculated hosts, with both infection prevalence and viral richness increasing with the combination of low nitrogen and high phosphorus supply. We demonstrate that knowledge of multiple pathogens is essential for predicting disease risk from host resources and that projections of risk that fail to acknowledge resource-dependent interactions within hosts could be qualitatively wrong. Expansions of theory from community ecology theory may help anticipate such relationships by linking host resources to diverse pathogen communities.
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Affiliation(s)
- Alexander T. Strauss
- Department of Ecology, Evolution, and BehaviorUniversity of MinnesotaSt. PaulMNUSA
- Odum School of EcologyUniversity of GeorgiaAthensGAUSA
| | - Lucas Bowerman
- Department of Ecology, Evolution, and BehaviorUniversity of MinnesotaSt. PaulMNUSA
| | - Anita Porath‐Krause
- Department of Ecology, Evolution, and BehaviorUniversity of MinnesotaSt. PaulMNUSA
| | - Eric W. Seabloom
- Department of Ecology, Evolution, and BehaviorUniversity of MinnesotaSt. PaulMNUSA
| | - Elizabeth T. Borer
- Department of Ecology, Evolution, and BehaviorUniversity of MinnesotaSt. PaulMNUSA
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17
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Zeilinger AR, Wallis CM, Beal D, Sicard A, Walker MA, Almeida RPP. Plant defense against a pathogen drives nonlinear transmission dynamics through both vector preference and acquisition. Ecosphere 2021. [DOI: 10.1002/ecs2.3505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Affiliation(s)
- Adam R. Zeilinger
- Department of Environmental Science, Policy, and Management University of California Berkeley Berkeley California94720USA
| | - Christopher M. Wallis
- Crop Diseases, Pests and Genetics Research Unit USDA‐ARS San Joaquin Valley Agricultural Sciences Center 9611 South Riverbend Avenue Parlier California93648USA
| | - Dylan Beal
- Department of Environmental Science, Policy, and Management University of California Berkeley Berkeley California94720USA
| | - Anne Sicard
- Department of Environmental Science, Policy, and Management University of California Berkeley Berkeley California94720USA
| | - M. Andrew Walker
- Department of Viticulture and Enology University of California Davis Davis California95616USA
| | - Rodrigo P. P. Almeida
- Department of Environmental Science, Policy, and Management University of California Berkeley Berkeley California94720USA
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18
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Frenken T, Paseka R, González AL, Asik L, Seabloom EW, White LA, Borer ET, Strauss AT, Peace A, Van de Waal DB. Changing elemental cycles, stoichiometric mismatches, and consequences for pathogens of primary producers. OIKOS 2021. [DOI: 10.1111/oik.08253] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Affiliation(s)
- Thijs Frenken
- Dept of Aquatic Ecology, Netherlands Inst. of Ecology (NIOO‐KNAW) Wageningen the Netherlands
- Great Lakes Inst. for Environmental Research (GLIER), Univ. of Windsor Windsor ON Canada
| | - Rachel Paseka
- Dept of Ecology, Evolution and Behavior, Univ. of Minnesota St. Paul MN USA
| | | | - Lale Asik
- Dept of Biology and Center for Computational and Integrative Biology, Rutgers Univ. Camden NJ USA
| | - Eric W. Seabloom
- Great Lakes Inst. for Environmental Research (GLIER), Univ. of Windsor Windsor ON Canada
| | - Lauren A. White
- National Socio‐Environmental Synthesis Center (SESYNC), Univ. of Maryland Annapolis MD USA
| | - Elizabeth T. Borer
- Great Lakes Inst. for Environmental Research (GLIER), Univ. of Windsor Windsor ON Canada
| | - Alex T. Strauss
- Great Lakes Inst. for Environmental Research (GLIER), Univ. of Windsor Windsor ON Canada
- Dept of Ecology, Evolution and Behavior, Univ. of Minnesota St. Paul MN USA
| | - Angela Peace
- Dept of Mathematics and Statistics, Texas Tech Univ. Lubbock TX USA
| | - Dedmer B. Van de Waal
- Dept of Aquatic Ecology, Netherlands Inst. of Ecology (NIOO‐KNAW) Wageningen the Netherlands
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19
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Lajoie G, Kembel SW. Host neighborhood shapes bacterial community assembly and specialization on tree species across a latitudinal gradient. ECOL MONOGR 2021. [DOI: 10.1002/ecm.1443] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Affiliation(s)
- Geneviève Lajoie
- Département des sciences biologiques Université du Québec à Montréal 141, Avenue du Président‐Kennedy Montréal QuébecH2X 1Y4Canada
| | - Steven W. Kembel
- Département des sciences biologiques Université du Québec à Montréal 141, Avenue du Président‐Kennedy Montréal QuébecH2X 1Y4Canada
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20
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Papaïx J, Burdon JJ, Walker E, Barrett LG, Thrall PH. Metapopulation Structure Predicts Population Dynamics in the Cakile maritima- Alternaria brassicicola Host-Pathogen Interaction. Am Nat 2021; 197:E55-E71. [PMID: 33523787 DOI: 10.1086/712248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
AbstractIn symbiotic interactions, spatiotemporal variation in the distribution or population dynamics of one species represents spatial and temporal heterogeneity of the landscape for the other. Such interdependent demographic dynamics result in situations where the relative importance of biotic and abiotic factors in determining ecological processes is complicated to decipher. Using a detailed survey of three metapopulations of the succulent plant Cakile maritima and the necrotrophic fungus Alternaria brassicicola located along the southeastern Australian coast, we developed a series of statistical analyses-namely, synchrony analysis, patch occupancy dynamics, and a spatially explicit metapopulation model-to understand how habitat quality, weather conditions, dispersal, and spatial structure determine metapopulation dynamics. Climatic conditions are important drivers, likely explaining the high synchrony among populations. Host availability, landscape features facilitating dispersal, and habitat conditions also impact the occurrence and spread of disease. Overall, we show that the collection of extensive data on host and pathogen population dynamics, in combination with spatially explicit epidemiological modeling, makes it possible to accurately predict disease dynamics-even when there is extreme variability in host population dynamics. Finally, we discuss the importance of genetic information for predicting demographic dynamics in this pathosystem.
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21
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Farner JE, Spear ER, Mordecai EA. Habitat type and interannual variation shape unique fungal pathogen communities on a California native bunchgrass. FUNGAL ECOL 2021; 48. [PMID: 33408755 DOI: 10.1016/j.funeco.2020.100983] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
The role of infectious disease in regulating host populations is increasingly recognized, but how environmental conditions affect pathogen communities and infection levels remains poorly understood. Over 3 y, we compared foliar disease burden, fungal pathogen community composition, and foliar chemistry in the perennial bunchgrass Stipa pulchra occurring in adjacent serpentine and nonserpentine grassland habitats with distinct soil types and plant communities. We found that serpentine and nonserpentine S. pulchra experienced consistent, low disease pressure associated with distinct fungal pathogen communities with high interannual species turnover. Additionally, plant chemistry differed with habitat type. The results indicate that this species experiences minimal foliar disease associated with diverse fungal communities that are structured across landscapes by spatially and temporally variable conditions. Distinct fungal communities associated with different growing conditions may shield S. pulchra from large disease outbreaks, contributing to the low disease burden observed on this and other Mediterranean grassland species.
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Affiliation(s)
- Johannah E Farner
- Biology Department, Stanford University, Stanford, California 94305 USA
| | - Erin R Spear
- Biology Department, Stanford University, Stanford, California 94305 USA.,Smithsonian Tropical Research Institute, Panama City, Panama, Republic of Panama
| | - Erin A Mordecai
- Biology Department, Stanford University, Stanford, California 94305 USA
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22
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Henning JA, Kinkel L, May G, Lumibao CY, Seabloom EW, Borer ET. Plant diversity and litter accumulation mediate the loss of foliar endophyte fungal richness following nutrient addition. Ecology 2020; 102:e03210. [PMID: 32981067 DOI: 10.1002/ecy.3210] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Revised: 05/22/2020] [Accepted: 08/06/2020] [Indexed: 01/20/2023]
Abstract
Foliar fungal endophytes are ubiquitous plant symbionts that can affect plant growth and reproduction via their roles in pathogen and stress tolerance, as well as plant hormonal signaling. Despite their importance, we have a limited understanding of how foliar fungal endophytes respond to varying environmental conditions such as nutrient inputs. The responses of foliar fungal endophyte communities to increased nutrient deposition may be mediated by the simultaneous effects on within-host competition as well as the indirect impacts of altered host population size, plant productivity, and plant community diversity and composition. Here, we leveraged a 7-yr experiment manipulating nitrogen, phosphorus, potassium, and micronutrients to investigate how nutrient-induced changes to plant diversity, plant productivity, and plant community composition relate to changes in foliar fungal endophyte diversity and richness in a focal native grass host, Andropogon gerardii. We found limited evidence of direct effects of nutrients on endophyte diversity. Instead, the effects of nutrients on endophyte diversity appeared to be mediated by accumulation of plant litter and plant diversity loss. Specifically, nitrogen addition is associated with a 40% decrease in plant diversity and an 11% decrease in endophyte richness. Although nitrogen, phosphorus, and potassium addition increased aboveground live biomass and decreased relative Andropogon cover, endophyte diversity did not covary with live plant biomass or Andropogon cover. Our results suggest that fungal endophyte diversity within this focal host is determined in part by the diversity of the surrounding plant community and its potential impact on immigrant propagules and dispersal dynamics. Our results suggest that elemental nutrients reduce endophyte diversity indirectly via impacts on the local plant community, not direct response to nutrient addition. Thus, the effects of global change drivers, such as nutrient deposition, on characteristics of host populations and the diversity of their local communities are important for predicting the response of symbiont communities in a changing global environment.
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Affiliation(s)
- Jeremiah A Henning
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St Paul, Minnesota, 55108, USA.,Department of Biology, University of South Alabama, 5871 USA Drive N., Room 124, Mobile, Alabama, 36688, USA
| | - Linda Kinkel
- Department of Plant Pathology, University of Minnesota, St Paul, Minnesota, 55108, USA
| | - Georgiana May
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St Paul, Minnesota, 55108, USA
| | - Candice Y Lumibao
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St Paul, Minnesota, 55108, USA.,Department of Ecology & Evolutionary Biology, University of Tennessee, Knoxville, Tennessee, 37996, USA
| | - Eric W Seabloom
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St Paul, Minnesota, 55108, USA
| | - Elizabeth T Borer
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St Paul, Minnesota, 55108, USA
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23
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Bolnick DI, Resetarits EJ, Ballare K, Stuart YE, Stutz WE. Scale-dependent effects of host patch traits on species composition in a stickleback parasite metacommunity. Ecology 2020; 101:e03181. [PMID: 32880940 PMCID: PMC7757261 DOI: 10.1002/ecy.3181] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 06/08/2020] [Accepted: 06/28/2020] [Indexed: 01/06/2023]
Abstract
A core goal of ecology is to understand the abiotic and biotic variables that regulate species distributions and community composition. A major obstacle is that the rules governing species distributions can change with spatial scale. Here, we illustrate this point using data from a spatially nested metacommunity of parasites infecting a metapopulation of threespine stickleback fish from 34 lakes on Vancouver Island, British Columbia. Like most parasite metacommunities, the composition of stickleback parasites differs among host individuals within each host population, and differs between host populations. The distribution of each parasite taxon depends, to varying degrees, on individual host traits (e.g., mass, diet) and on host-population characteristics (e.g., lake size, mean host mass, mean diet). However, in most cases in this data set, a given parasite was regulated by different factors at the host-individual and host-population scales, leading to scale-dependent patterns of parasite-species co-occurrence.
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Affiliation(s)
- Daniel I. Bolnick
- Department of Integrative BiologyUniversity of Texas at AustinAustinTexas78712USA
- Present address:
Ecology and Evolutionary Biology & Institute of System GenomicsUniversity of ConnecticutStorrsConnecticut06269USA
| | - Emlyn J. Resetarits
- Department of Integrative BiologyUniversity of Texas at AustinAustinTexas78712USA
- Present address:
Center for the Ecology of Infectious DiseaseOdum School of EcologyUniversity of GeorgiaAthensGeorgiaUSA
| | - Kimberly Ballare
- Department of Integrative BiologyUniversity of Texas at AustinAustinTexas78712USA
- Present address:
Ecology and Evolutionary BiologyUniversity of California Santa CruzSanta CruzCalifornia95064USA
| | - Yoel E. Stuart
- Department of Integrative BiologyUniversity of Texas at AustinAustinTexas78712USA
- Present address:
Department of BiologyLoyola UniversityChicagoIllinois60660USA
| | - William E. Stutz
- Department of Integrative BiologyUniversity of Texas at AustinAustinTexas78712USA
- Office of Institutional ResearchWestern Michigan UniversityKalamazooMichigan49008‐5253USA
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24
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Sallinen S, Norberg A, Susi H, Laine AL. Intraspecific host variation plays a key role in virus community assembly. Nat Commun 2020; 11:5610. [PMID: 33154373 PMCID: PMC7644774 DOI: 10.1038/s41467-020-19273-z] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 10/05/2020] [Indexed: 12/31/2022] Open
Abstract
Infection by multiple pathogens of the same host is ubiquitous in both natural and managed habitats. While intraspecific variation in disease resistance is known to affect pathogen occurrence, how differences among host genotypes affect the assembly of pathogen communities remains untested. In our experiment using cloned replicates of naive Plantago lanceolata plants as sentinels during a seasonal virus epidemic, we find non-random co-occurrence patterns of five focal viruses. Using joint species distribution modelling, we attribute the non-random virus occurrence patterns primarily to differences among host genotypes and local population context. Our results show that intraspecific variation among host genotypes may play a large, previously unquantified role in pathogen community structure.
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Affiliation(s)
- Suvi Sallinen
- Organismal and Evolutionary Biology Research Programme, Viikinkaari 1 (PO box 65), FI-00014, University of Helsinki, Helsinki, Finland.
| | - Anna Norberg
- Department of Evolutionary Biology and Environmental Studies, University of Zürich, CH-8067, Zürich, Switzerland
| | - Hanna Susi
- Organismal and Evolutionary Biology Research Programme, Viikinkaari 1 (PO box 65), FI-00014, University of Helsinki, Helsinki, Finland
| | - Anna-Liisa Laine
- Organismal and Evolutionary Biology Research Programme, Viikinkaari 1 (PO box 65), FI-00014, University of Helsinki, Helsinki, Finland
- Department of Evolutionary Biology and Environmental Studies, University of Zürich, CH-8067, Zürich, Switzerland
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25
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Borer ET, Asik L, Everett RA, Frenken T, Gonzalez AL, Paseka RE, Peace A, Seabloom EW, Strauss AT, Van de Waal DB, White LA. Elements of disease in a changing world: modelling feedbacks between infectious disease and ecosystems. Ecol Lett 2020; 24:6-19. [PMID: 33047456 DOI: 10.1111/ele.13617] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 07/15/2020] [Accepted: 09/01/2020] [Indexed: 11/30/2022]
Abstract
An overlooked effect of ecosystem eutrophication is the potential to alter disease dynamics in primary producers, inducing disease-mediated feedbacks that alter net primary productivity and elemental recycling. Models in disease ecology rarely track organisms past death, yet death from infection can alter important ecosystem processes including elemental recycling rates and nutrient supply to living hosts. In contrast, models in ecosystem ecology rarely track disease dynamics, yet elemental nutrient pools (e.g. nitrogen, phosphorus) can regulate important disease processes including pathogen reproduction and transmission. Thus, both disease and ecosystem ecology stand to grow as fields by exploring questions that arise at their intersection. However, we currently lack a framework explicitly linking these disciplines. We developed a stoichiometric model using elemental currencies to track primary producer biomass (carbon) in vegetation and soil pools, and to track prevalence and the basic reproduction number (R0 ) of a directly transmitted pathogen. This model, parameterised for a deciduous forest, demonstrates that anthropogenic nutrient supply can interact with disease to qualitatively alter both ecosystem and disease dynamics. Using this element-focused approach, we identify knowledge gaps and generate predictions about the impact of anthropogenic nutrient supply rates on infectious disease and feedbacks to ecosystem carbon and nutrient cycling.
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Affiliation(s)
- Elizabeth T Borer
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, MN, 55108, USA
| | - Lale Asik
- Department of Mathematics and Statistics, Texas Tech University, Lubbock, TX, 79409, USA.,Department of Mathematics, Data Sciences and Statistics, University of The Incarnate World, San Antonio, TX, 78209, USA
| | - Rebecca A Everett
- Department of Mathematics and Statistics, Haverford College, Haverford, PA, 19041, USA
| | - Thijs Frenken
- Netherlands Institute of Ecology (NIOO), Droevendaalsesteeg 10, Wageningen, 6708 PB, Netherlands.,Great Lakes Institute for Environmental Research (GLIER), University of Windsor, Windsor, Ontario, N9B 3P4, Canada
| | - Angelica L Gonzalez
- Department of Biology & Center for Computational and Integrative Biology, Rutgers University, Camden, NJ, 80102, USA
| | - Rachel E Paseka
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, MN, 55108, USA
| | - Angela Peace
- Department of Mathematics and Statistics, Texas Tech University, Lubbock, TX, 79409, USA
| | - Eric W Seabloom
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, MN, 55108, USA
| | - Alexander T Strauss
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, MN, 55108, USA.,University of Georgia, Odum School of Ecology, Athens, GA, 30602, USA
| | - Dedmer B Van de Waal
- Netherlands Institute of Ecology (NIOO), Droevendaalsesteeg 10, Wageningen, 6708 PB, Netherlands
| | - Lauren A White
- National Socio-Environmental Synthesis Center, Annapolis, MD, 21401, USA
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26
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Welsh ME, Cronin JP, Mitchell CE. Trait-based variation in host contribution to pathogen transmission across species and resource supplies. Ecology 2020; 101:e03164. [PMID: 33460129 DOI: 10.1002/ecy.3164] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Revised: 04/24/2020] [Accepted: 06/18/2020] [Indexed: 01/26/2023]
Abstract
Two key knowledge gaps currently limit the development of more predictive and general models of pathogen transmission: (1) the physiological basis of heterogeneity in host contribution to pathogen transmission (reservoir potential) remains poorly understood and (2) a general means of integrating the ecological dynamics of host communities has yet to emerge. If the traits responsible for differences in reservoir potential also modulate host community dynamics, these traits could be used to predict pathogen transmission as host communities change. In two greenhouse experiments, across 23 host species and two levels of resource supply, the reservoir potential of plant hosts increased significantly along the Leaf Economics Spectrum, a global axis of plant physiological trait covariation that features prominently in models of plant community ecology. This indicates that the traits of the Leaf Economics Spectrum underlie broad differences in reservoir potential across host species and resource supplies. Therefore, host traits could be used to integrate epidemiological models of pathogen transmission with ecological models of host community change.
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Affiliation(s)
- Miranda E Welsh
- Thompson Writing Program, Duke University, Durham, North Carolina, 27708, USA.,Environment, Ecology and Energy Program, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
| | - James Patrick Cronin
- U.S. Geological Survey, Wetland and Aquatic Research Center, 700 Cajundome Boulevard, Lafayette, Louisiana, 70506, USA
| | - Charles E Mitchell
- Environment, Ecology and Energy Program, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA.,Department of Biology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
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27
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Halliday FW, Heckman RW, Wilfahrt PA, Mitchell CE. Eutrophication, biodiversity loss, and species invasions modify the relationship between host and parasite richness during host community assembly. GLOBAL CHANGE BIOLOGY 2020; 26:4854-4867. [PMID: 32427383 DOI: 10.1111/gcb.15165] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Revised: 04/02/2020] [Accepted: 05/12/2020] [Indexed: 06/11/2023]
Abstract
Host and parasite richness are generally positively correlated, but the stability of this relationship in response to global change remains poorly understood. Rapidly changing biotic and abiotic conditions can alter host community assembly, which in turn, can alter parasite transmission. Consequently, if the relationship between host and parasite richness is sensitive to parasite transmission, then changes in host composition under various global change scenarios could strengthen or weaken the relationship between host and parasite richness. To test the hypothesis that host community assembly can alter the relationship between host and parasite richness in response to global change, we experimentally crossed host diversity (biodiversity loss) and resource supply to hosts (eutrophication), then allowed communities to assemble. As previously shown, initial host diversity and resource supply determined the trajectory of host community assembly, altering post-assembly host species richness, richness-independent host phylogenetic diversity, and colonization by exotic host species. Overall, host richness predicted parasite richness, and as predicted, this effect was moderated by exotic abundance-communities dominated by exotic species exhibited a stronger positive relationship between post-assembly host and parasite richness. Ultimately, these results suggest that, by modulating parasite transmission, community assembly can modify the relationship between host and parasite richness. These results thus provide a novel mechanism to explain how global environmental change can generate contingencies in a fundamental ecological relationship-the positive relationship between host and parasite richness.
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Affiliation(s)
- Fletcher W Halliday
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zurich, Switzerland
- Department of Biology, University of North Carolina, Chapel Hill, NC, USA
| | - Robert W Heckman
- Department of Biology, University of North Carolina, Chapel Hill, NC, USA
- Department of Integrative Biology, University of Texas at Austin, Austin, TX, USA
| | - Peter A Wilfahrt
- Environment, Ecology and Energy Program, University of North Carolina, Chapel Hill, NC, USA
- Department of Disturbance Ecology, University of Bayreuth, Bayreuth, Germany
| | - Charles E Mitchell
- Department of Biology, University of North Carolina, Chapel Hill, NC, USA
- Environment, Ecology and Energy Program, University of North Carolina, Chapel Hill, NC, USA
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28
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Facilitative priority effects drive parasite assembly under coinfection. Nat Ecol Evol 2020; 4:1510-1521. [PMID: 32868915 DOI: 10.1038/s41559-020-01289-9] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Accepted: 07/22/2020] [Indexed: 12/14/2022]
Abstract
Host individuals are often coinfected with diverse parasite assemblages, resulting in complex interactions among parasites within hosts. Within hosts, priority effects occur when the infection sequence alters the outcome of interactions among parasites. Yet, the role of host immunity in this process remains poorly understood. We hypothesized that the host response to the first infection could generate priority effects among parasites, altering the assembly of later-arriving strains during epidemics. We tested this by infecting sentinel host genotypes of Plantago lanceolata with strains of the fungal parasite Podosphaera plantaginis and measuring susceptibility to subsequent infection during experimental and natural epidemics. In these experiments, prior infection by one strain often increased susceptibility to other strains, and these facilitative priority effects altered the structure of parasite assemblages, but this effect depended on host genotype, host population and parasite genotype. Thus, host genotype, spatial structure and priority effects among strains all independently altered parasite assembly. Using a fine-scale survey and sampling of infections on wild hosts in several populations, we then identified a signal of facilitative priority effects, which altered parasite assembly during natural epidemics. Together, these results provide evidence that within-host priority effects of early-arriving strains can drive parasite assembly, with implications for how strain diversity is spatially and temporally distributed during epidemics.
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29
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Brown JJ, Mihaljevic JR, Des Marteaux L, Hrček J. Metacommunity theory for transmission of heritable symbionts within insect communities. Ecol Evol 2020; 10:1703-1721. [PMID: 32076545 PMCID: PMC7029081 DOI: 10.1002/ece3.5754] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Revised: 08/13/2019] [Accepted: 09/21/2019] [Indexed: 12/14/2022] Open
Abstract
Microbial organisms are ubiquitous in nature and often form communities closely associated with their host, referred to as the microbiome. The microbiome has strong influence on species interactions, but microbiome studies rarely take interactions between hosts into account, and network interaction studies rarely consider microbiomes. Here, we propose to use metacommunity theory as a framework to unify research on microbiomes and host communities by considering host insects and their microbes as discretely defined "communities of communities" linked by dispersal (transmission) through biotic interactions. We provide an overview of the effects of heritable symbiotic bacteria on their insect hosts and how those effects subsequently influence host interactions, thereby altering the host community. We suggest multiple scenarios for integrating the microbiome into metacommunity ecology and demonstrate ways in which to employ and parameterize models of symbiont transmission to quantitatively assess metacommunity processes in host-associated microbial systems. Successfully incorporating microbiota into community-level studies is a crucial step for understanding the importance of the microbiome to host species and their interactions.
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Affiliation(s)
- Joel J. Brown
- Faculty of ScienceUniversity of South BohemiaCeske BudejoviceCzech Republic
- Biology Centre of the Czech Academy of SciencesInstitute of EntomologyCeske BudejoviceCzech Republic
| | - Joseph R. Mihaljevic
- School of Informatics, Computing, and Cyber SystemsNorthern Arizona UniversityFlagstaffAZUSA
| | - Lauren Des Marteaux
- Biology Centre of the Czech Academy of SciencesInstitute of EntomologyCeske BudejoviceCzech Republic
| | - Jan Hrček
- Faculty of ScienceUniversity of South BohemiaCeske BudejoviceCzech Republic
- Biology Centre of the Czech Academy of SciencesInstitute of EntomologyCeske BudejoviceCzech Republic
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Mestre A, Poulin R, Hortal J. A niche perspective on the range expansion of symbionts. Biol Rev Camb Philos Soc 2019; 95:491-516. [DOI: 10.1111/brv.12574] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2019] [Revised: 11/12/2019] [Accepted: 11/18/2019] [Indexed: 12/14/2022]
Affiliation(s)
- Alexandre Mestre
- Cavanilles Institute of Biodiversity and Evolutionary BiologyUniversity of Valencia Av. Dr. Moliner 50, 46100 Burjassot Spain
- Department of BiologyUniversity of Concordia Richard J. Renaud Science Complex, 7141 Sherbrooke W., H4B 1R6 Montreal Canada
| | - Robert Poulin
- Department of ZoologyUniversity of Otago 340 Great King Street, 9054 Dunedin New Zealand
| | - Joaquín Hortal
- Department of Biogeography and Global ChangeMuseo Nacional de Ciencias Naturales (MNCN‐CSIC) C/José Gutiérrez Abascal 2, 28006 Madrid Spain
- Departamento de EcologiaICB, Universidade Federal de Goiás (UFG), Rodovia Goiânia‐Nerópolis Km 5, Campus II, Setor Itatiaia, Goiânia GO 74001‐970 Brazil
- cE3c–Centre for EcologyEvolution and Environmental Changes, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, Edifício C2 Piso 5, 1749‐016 Lisboa Portugal
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31
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Simler-Williamson AB, Rizzo DM, Cobb RC. Interacting Effects of Global Change on Forest Pest and Pathogen Dynamics. ANNUAL REVIEW OF ECOLOGY EVOLUTION AND SYSTEMATICS 2019. [DOI: 10.1146/annurev-ecolsys-110218-024934] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Pathogens and insect pests are important drivers of tree mortality and forest dynamics, but global change has rapidly altered or intensified their impacts. Predictive understanding of changing disease and outbreak occurrence has been limited by two factors: ( a) tree mortality and morbidity are emergent phenomena determined by interactions between plant hosts, biotic agents (insects or pathogens), and the environment; and ( b) disparate global change drivers co-occur, obscuring net impacts on each of these components. To expand our understanding of changing forest diseases, declines, and outbreaks, we adopt a framework that identifies and organizes observed impacts of diverse global change drivers on the primary mechanisms underlying agent virulence and host susceptibility. We then discuss insights from ecological theory that may advance prediction of forest epidemics and outbreaks. This approach highlights key drivers of changing pest and pathogen dynamics, which may inform forest management aimed at mitigating accelerating rates of tree mortality globally.
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Affiliation(s)
| | - David M. Rizzo
- Department of Plant Pathology, University of California, Davis, California 95616, USA;,
| | - Richard C. Cobb
- Department of Natural Resources Management and Environmental Science, California Polytechnic State University, San Luis Obispo, California 93407, USA
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32
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Henning JA, Weston DJ, Pelletier DA, Timm CM, Jawdy SS, Classen AT. Relatively rare root endophytic bacteria drive plant resource allocation patterns and tissue nutrient concentration in unpredictable ways. AMERICAN JOURNAL OF BOTANY 2019; 106:1423-1434. [PMID: 31657872 DOI: 10.1002/ajb2.1373] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2019] [Accepted: 09/06/2019] [Indexed: 05/12/2023]
Abstract
PREMISE Plant endophytic bacterial strains can influence plant traits such as leaf area and root length. Yet, the influence of more complex bacterial communities in regulating overall plant phenotype is less explored. Here, in two complementary experiments, we tested whether we can predict plant phenotype response to changes in microbial community composition. METHODS In the first study, we inoculated a single genotype of Populus deltoides with individual root endophytic bacteria and measured plant phenotype. Next, data from this single inoculation were used to predict phenotypic traits after mixed three-strain community inoculations, which we tested in the second experiment. RESULTS By itself, each bacterial endophyte significantly but weakly altered plant phenotype relative to noninoculated plants. In a mixture, bacterial strain Burkholderia BT03, constituted at least 98% of community relative abundance. Yet, plant resource allocation and tissue nutrient concentrations were disproportionately influenced by Pseudomonas sp. GM17, GM30, and GM41. We found a 10% increase in leaf mass fraction and an 11% decrease in root mass fraction when replacing Pseudomonas GM17 with GM41 in communities containing both Pseudomonas GM30 and Burkholderia BT03. CONCLUSIONS Our results indicate that interactions among endophytic bacteria may drive plant phenotype over the contribution of each strain individually. Additionally, we have shown that low-abundance strains contribute to plant phenotype challenging the assumption that the dominant strains will drive plant function.
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Affiliation(s)
- Jeremiah A Henning
- Ecology & Evolutionary Biology, University of Tennessee, 569 Dabney Hall, 1416 Circle Drive, Knoxville, TN, 37996, USA
- Ecology, Evolution, and Behavior, University of Minnesota, 140 Gortner Avenue, St. Paul, MN, 55108, USA
| | - David J Weston
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
| | - Dale A Pelletier
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
| | - Collin M Timm
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
- Biosciences, Johns Hopkins University Applied Physics Laboratory, 11100 Johns Hopkins Road, Laurel, MD, 20723, USA
| | - Sara S Jawdy
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
| | - Aimée T Classen
- Ecology & Evolutionary Biology, University of Tennessee, 569 Dabney Hall, 1416 Circle Drive, Knoxville, TN, 37996, USA
- The Rubenstein School of Environment & Natural Resources, University of Vermont, Burlington, VT, 05405, USA
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33
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Strauss AT, Shoemaker LG, Seabloom EW, Borer ET. Cross‐scale dynamics in community and disease ecology: relative timescales shape the community ecology of pathogens. Ecology 2019; 100:e02836. [DOI: 10.1002/ecy.2836] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Revised: 05/15/2019] [Accepted: 06/25/2019] [Indexed: 11/10/2022]
Affiliation(s)
- Alexander T. Strauss
- Department of Ecology, Evolution, and Behavior University of Minnesota St. Paul Minnesota 55108 USA
| | - Lauren G. Shoemaker
- Department of Ecology, Evolution, and Behavior University of Minnesota St. Paul Minnesota 55108 USA
| | - Eric W. Seabloom
- Department of Ecology, Evolution, and Behavior University of Minnesota St. Paul Minnesota 55108 USA
| | - Elizabeth T. Borer
- Department of Ecology, Evolution, and Behavior University of Minnesota St. Paul Minnesota 55108 USA
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34
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Dietzel K, Valle D, Fierer N, U'Ren JM, Barberán A. Geographical Distribution of Fungal Plant Pathogens in Dust Across the United States. Front Ecol Evol 2019. [DOI: 10.3389/fevo.2019.00304] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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35
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Seabloom EW, Condon B, Kinkel L, Komatsu KJ, Lumibao CY, May G, McCulley RL, Borer ET. Effects of nutrient supply, herbivory, and host community on fungal endophyte diversity. Ecology 2019; 100:e02758. [PMID: 31306499 DOI: 10.1002/ecy.2758] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Revised: 03/21/2019] [Accepted: 04/17/2019] [Indexed: 12/13/2022]
Abstract
The microbes contained within free-living organisms can alter host growth, reproduction, and interactions with the environment. In turn, processes occurring at larger scales determine the local biotic and abiotic environment of each host that may affect the diversity and composition of the microbiome community. Here, we examine variation in the diversity and composition of the foliar fungal microbiome in the grass host, Andropogon gerardii, across four mesic prairies in the central United States. Composition of fungal endophyte communities differed among sites and among individuals within a site, but was not consistently affected by experimental manipulation of nutrient supply to hosts (A. gerardii) or herbivore reduction via fencing. In contrast, mean fungal diversity was similar among sites but was limited by total plant biomass at the plot scale. Our work demonstrates that distributed experiments motivated by ecological theory are a powerful tool to unravel the multiscale processes governing microbial community composition and diversity.
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Affiliation(s)
- Eric W Seabloom
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, Minnesota, 55108, USA
| | - Bradford Condon
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, Minnesota, 55108, USA
| | - Linda Kinkel
- Department of Plant Pathology, University of Minnesota, St. Paul, Minnesota, 55108, USA
| | - Kimberly J Komatsu
- Smithsonian Environmental Research Center, 647 Contees Wharf Road, Edgewater, Maryland, 21037, USA
| | - Candice Y Lumibao
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, Minnesota, 55108, USA
| | - Georgiana May
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, Minnesota, 55108, USA
| | - Rebecca L McCulley
- Department of Plant & Soil Sciences, University of Kentucky, Lexington, Kentucky, 40536-0312, USA
| | - Elizabeth T Borer
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, Minnesota, 55108, USA
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36
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New Ca. Liberibacter psyllaurous haplotype resurrected from a 49-year-old specimen of Solanum umbelliferum: a native host of the psyllid vector. Sci Rep 2019; 9:9530. [PMID: 31267035 PMCID: PMC6606623 DOI: 10.1038/s41598-019-45975-6] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Accepted: 06/18/2019] [Indexed: 11/29/2022] Open
Abstract
Over the last century, repeated emergence events within the Candidatus Liberibacter taxon have produced pathogens with devastating effects. Presently, our knowledge of Ca. Liberibacter diversity, host associations, and interactions with vectors is limited due to a focus on studying this taxon within crops. But to understand traits associated with pathogen emergence it is essential to study pathogen diversity in wild vegetation as well. Here, we explore historical native host plant associations and diversity of the cosmopolitan species, Ca. L. psyllaurous, also known as Ca. L. solanacearum, which is associated with psyllid yellows disease and zebra chip disease, especially in potato. We screened tissue from herbarium samples of three native solanaceous plants collected near potato-growing regions throughout Southern California over the last century. This screening revealed a new haplotype of Ca. L. psyllaurous (G), which, based on our sampling, has been present in the U.S. since at least 1970. Phylogenetic analysis of this new haplotype suggests that it may be closely related to a newly emerged North American haplotype (F) associated with zebra chip disease in potatoes. Our results demonstrate the value of herbarium sampling for discovering novel Ca. Liberibacter haplotypes not previously associated with disease in crops.
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37
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Paige AS, Bellamy SK, Alto BW, Dean CL, Yee DA. Linking nutrient stoichiometry to Zika virus transmission in a mosquito. Oecologia 2019; 191:1-10. [DOI: 10.1007/s00442-019-04429-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Accepted: 05/28/2019] [Indexed: 10/26/2022]
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38
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Susi H, Filloux D, Frilander MJ, Roumagnac P, Laine AL. Diverse and variable virus communities in wild plant populations revealed by metagenomic tools. PeerJ 2019; 7:e6140. [PMID: 30648011 PMCID: PMC6330959 DOI: 10.7717/peerj.6140] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Accepted: 11/20/2018] [Indexed: 12/21/2022] Open
Abstract
Wild plant populations may harbour a myriad of unknown viruses. As the majority of research efforts have targeted economically important plant species, the diversity and prevalence of viruses in the wild has remained largely unknown. However, the recent shift towards metagenomics-based sequencing methodologies, especially those targeting small RNAs, is finally enabling virus discovery from wild hosts. Understanding this diversity of potentially pathogenic microbes in the wild can offer insights into the components of natural biodiversity that promotes long-term coexistence between hosts and parasites in nature, and help predict when and where risks of disease emergence are highest. Here, we used small RNA deep sequencing to identify viruses in Plantago lanceolata populations, and to understand the variation in their prevalence and distribution across the Åland Islands, South-West Finland. By subsequent design of PCR primers, we screened the five most common viruses from two sets of P. lanceolata plants: 164 plants collected from 12 populations irrespective of symptoms, and 90 plants collected from five populations showing conspicuous viral symptoms. In addition to the previously reported species Plantago lanceolata latent virus (PlLV), we found four potentially novel virus species belonging to Caulimovirus, Betapartitivirus, Enamovirus, and Closterovirus genera. Our results show that virus prevalence and diversity varied among the sampled host populations. In six of the virus infected populations only a single virus species was detected, while five of the populations supported between two to five of the studied virus species. In 20% of the infected plants, viruses occurred as coinfections. When the relationship between conspicuous viral symptoms and virus infection was investigated, we found that plants showing symptoms were usually infected (84%), but virus infections were also detected from asymptomatic plants (44%). Jointly, these results reveal a diverse virus community with newly developed tools and protocols that offer exciting opportunities for future studies on the eco-evolutionary dynamics of viruses infecting plants in the wild.
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Affiliation(s)
- Hanna Susi
- Research Centre for Ecological Change, Organismal and Evolutionary Biology Research Programme, University of Helsinki, Finland
| | - Denis Filloux
- CIRAD, BGPI, Montpellier, France.,BGPI, INRA, CIRAD, SupAgro, University Montpellier, Montpellier, France
| | - Mikko J Frilander
- Institute of Biotechnology, Genome Biology Program, University of Helsinki, Finland
| | - Philippe Roumagnac
- CIRAD, BGPI, Montpellier, France.,BGPI, INRA, CIRAD, SupAgro, University Montpellier, Montpellier, France
| | - Anna-Liisa Laine
- Research Centre for Ecological Change, Organismal and Evolutionary Biology Research Programme, University of Helsinki, Finland
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Barfield M, Martcheva M, Tuncer N, Holt RD. Backward bifurcation and oscillations in a nested immuno-eco-epidemiological model. JOURNAL OF BIOLOGICAL DYNAMICS 2018; 12:51-88. [PMID: 29166833 DOI: 10.1080/17513758.2017.1401676] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Accepted: 10/19/2017] [Indexed: 06/07/2023]
Abstract
This paper introduces a novel partial differential equation immuno-eco-epidemiological model of competition in which one species is affected by a disease while another can compete with it directly and by lowering the first species' immune response to the infection, a mode of competition termed stress-induced competition. When the disease is chronic, and the within-host dynamics are rapid, we reduce the partial differential equation model (PDE) to a three-dimensional ordinary differential equation (ODE) model. The ODE model exhibits backward bifurcation and sustained oscillations caused by the stress-induced competition. Furthermore, the ODE model, although not a special case of the PDE model, is useful for detecting backward bifurcation and oscillations in the PDE model. Backward bifurcation related to stress-induced competition allows the second species to persist for values of its invasion number below one. Furthermore, stress-induced competition leads to destabilization of the coexistence equilibrium and sustained oscillations in the PDE model. We suggest that complex systems such as this one may be studied by appropriately designed simple ODE models.
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Affiliation(s)
- Michael Barfield
- a Department of Biology , University of Florida , Gainesville , FL , USA
| | - Maia Martcheva
- b Department of Mathematics , University of Florida , Gainesville , FL , USA
| | - Necibe Tuncer
- c Department of Mathematical Sciences , Florida Atlantic University , Boca Raton , FL , USA
| | - Robert D Holt
- a Department of Biology , University of Florida , Gainesville , FL , USA
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40
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Zeilinger AR, Turek D, Cornara D, Sicard A, Lindow SE, Almeida RPP. Bayesian vector transmission model detects conflicting interactions from transgenic disease‐resistant grapevines. Ecosphere 2018. [DOI: 10.1002/ecs2.2494] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Affiliation(s)
- Adam R. Zeilinger
- Department of Environmental Science, Policy, and Management University of California 130 Mulford Hall Berkeley California 94720 USA
| | - Daniel Turek
- Department of Mathematics and Statistics Williams College Williamstown Massachusetts 01267 USA
| | - Daniele Cornara
- Instituto de Ciencias Agrarias Consejo Superior de Investigaciones Cientificas ICA‐CSIC Calle Serrano 115 dpdo Madrid 28006 Spain
| | - Anne Sicard
- Department of Environmental Science, Policy, and Management University of California 130 Mulford Hall Berkeley California 94720 USA
| | - Steven E. Lindow
- Department of Plant and Microbial Biology University of California Berkeley Berkeley California 94720 USA
| | - Rodrigo P. P. Almeida
- Department of Environmental Science, Policy, and Management University of California 130 Mulford Hall Berkeley California 94720 USA
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41
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Garrett KA, Alcalá-Briseño RI, Andersen KF, Buddenhagen CE, Choudhury RA, Fulton JC, Hernandez Nopsa JF, Poudel R, Xing Y. Network Analysis: A Systems Framework to Address Grand Challenges in Plant Pathology. ANNUAL REVIEW OF PHYTOPATHOLOGY 2018; 56:559-580. [PMID: 29979928 DOI: 10.1146/annurev-phyto-080516-035326] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Plant pathology must address a number of challenges, most of which are characterized by complexity. Network analysis offers useful tools for addressing complex systems and an opportunity for synthesis within plant pathology and between it and relevant disciplines such as in the social sciences. We discuss applications of network analysis, which ultimately may be integrated together into more synthetic analyses of how to optimize plant disease management systems. The analysis of microbiome networks and tripartite phytobiome networks of host-vector-pathogen interactions offers promise for identifying biocontrol strategies and anticipating disease emergence. Linking epidemic network analysis with social network analysis will support strategies for sustainable agricultural development and for scaling up solutions for disease management. Statistical tools for evaluating networks, such as Bayesian network analysis and exponential random graph models, have been underused in plant pathology and are promising for informing strategies. We conclude with research priorities for network analysis applications in plant pathology.
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Affiliation(s)
- K A Garrett
- Plant Pathology Department, University of Florida, Gainesville, Florida 32611, USA;
- Institute for Sustainable Food Systems, University of Florida, Gainesville, Florida 32611, USA
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida 32611, USA
| | - R I Alcalá-Briseño
- Plant Pathology Department, University of Florida, Gainesville, Florida 32611, USA;
- Institute for Sustainable Food Systems, University of Florida, Gainesville, Florida 32611, USA
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida 32611, USA
| | - K F Andersen
- Plant Pathology Department, University of Florida, Gainesville, Florida 32611, USA;
- Institute for Sustainable Food Systems, University of Florida, Gainesville, Florida 32611, USA
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida 32611, USA
| | - C E Buddenhagen
- Plant Pathology Department, University of Florida, Gainesville, Florida 32611, USA;
- Institute for Sustainable Food Systems, University of Florida, Gainesville, Florida 32611, USA
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida 32611, USA
- Current address: AgResearch, Hamilton, New Zealand 3240
| | - R A Choudhury
- Plant Pathology Department, University of Florida, Gainesville, Florida 32611, USA;
- Institute for Sustainable Food Systems, University of Florida, Gainesville, Florida 32611, USA
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida 32611, USA
| | - J C Fulton
- Plant Pathology Department, University of Florida, Gainesville, Florida 32611, USA;
- Institute for Sustainable Food Systems, University of Florida, Gainesville, Florida 32611, USA
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida 32611, USA
| | - J F Hernandez Nopsa
- Plant Pathology Department, University of Florida, Gainesville, Florida 32611, USA;
- Institute for Sustainable Food Systems, University of Florida, Gainesville, Florida 32611, USA
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida 32611, USA
- Current address: Corporación Colombiana de Investigación Agropecuaria, AGROSAVIA, Departamento de Semillas, Mosquera-Bogotá, Colombia 344300
| | - R Poudel
- Plant Pathology Department, University of Florida, Gainesville, Florida 32611, USA;
- Institute for Sustainable Food Systems, University of Florida, Gainesville, Florida 32611, USA
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida 32611, USA
| | - Y Xing
- Plant Pathology Department, University of Florida, Gainesville, Florida 32611, USA;
- Institute for Sustainable Food Systems, University of Florida, Gainesville, Florida 32611, USA
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida 32611, USA
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Whitebark pine foliar fungal endophyte communities in the southern Cascade Range, USA: Host mycobiomes and white pine blister rust. FUNGAL ECOL 2018. [DOI: 10.1016/j.funeco.2018.02.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
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Halliday FW, Heckman RW, Wilfahrt PA, Mitchell CE. A multivariate test of disease risk reveals conditions leading to disease amplification. Proc Biol Sci 2018; 284:rspb.2017.1340. [PMID: 29046374 DOI: 10.1098/rspb.2017.1340] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2017] [Accepted: 09/14/2017] [Indexed: 02/06/2023] Open
Abstract
Theory predicts that increasing biodiversity will dilute the risk of infectious diseases under certain conditions and will amplify disease risk under others. Yet, few empirical studies demonstrate amplification. This contrast may occur because few studies have considered the multivariate nature of disease risk, which includes richness and abundance of parasites with different transmission modes. By combining a multivariate statistical model developed for biodiversity-ecosystem-multifunctionality with an extensive field manipulation of host (plant) richness, composition and resource supply to hosts, we reveal that (i) host richness alone could not explain most changes in disease risk, and (ii) shifting host composition allowed disease amplification, depending on parasite transmission mode. Specifically, as predicted from theory, the effect of host diversity on parasite abundance differed for microbes (more density-dependent transmission) and insects (more frequency-dependent transmission). Host diversity did not influence microbial parasite abundance, but nearly doubled insect parasite abundance, and this amplification effect was attributable to variation in host composition. Parasite richness was reduced by resource addition, but only in species-rich host communities. Overall, this study demonstrates that multiple drivers, related to both host community and parasite characteristics, can influence disease risk. Furthermore, it provides a framework for evaluating multivariate disease risk in other systems.
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Affiliation(s)
- Fletcher W Halliday
- Department of Biology, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Robert W Heckman
- Department of Biology, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Peter A Wilfahrt
- Curriculum for the Environment and Ecology, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Charles E Mitchell
- Department of Biology, University of North Carolina, Chapel Hill, NC 27599, USA.,Curriculum for the Environment and Ecology, University of North Carolina, Chapel Hill, NC 27599, USA
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Lacroix C, Seabloom EW, Borer ET. Environmental Nutrient Supply Directly Alters Plant Traits but Indirectly Determines Virus Growth Rate. Front Microbiol 2017; 8:2116. [PMID: 29163408 PMCID: PMC5681519 DOI: 10.3389/fmicb.2017.02116] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2017] [Accepted: 10/17/2017] [Indexed: 11/13/2022] Open
Abstract
Ecological stoichiometry and resource competition theory both predict that nutrient rates and ratios can alter infectious disease dynamics. Pathogens such as viruses hijack nutrient rich host metabolites to complete multiple steps of their epidemiological cycle. As the synthesis of these molecules requires nitrogen (N) and phosphorus (P), environmental supply rates, and ratios of N and P to hosts can directly limit disease dynamics. Environmental nutrient supplies also may alter virus epidemiology indirectly by changing host phenotype or the dynamics of coinfecting pathogens. We tested whether host nutrient supplies and coinfection control pathogen growth within hosts and transmission to new hosts, either directly or through modifications of plant tissue chemistry (i.e., content and stoichiometric ratios of nutrients), host phenotypic traits, or among-pathogen interactions. We examined two widespread plant viruses (BYDV-PAV and CYDV-RPV) in cultivated oats (Avena sativa) grown along a range of N and of P supply rates. N and P supply rates altered plant tissue chemistry and phenotypic traits; however, environmental nutrient supplies and plant tissue content and ratios of nutrients did not directly alter virus titer. Infection with CYDV-RPV altered plant traits and resulted in thicker plant leaves (i.e., higher leaf mass per area) and there was a positive correlation between CYDV-RPV titer and leaf mass per area. CYDV-RPV titer was reduced by the presence of a competitor, BYDV-PAV, and higher CYDV-RPV titer led to more severe chlorotic symptoms. In our experimental conditions, virus transmission was unaffected by nutrient supply rates, co-infection, plant stoichiometry, or plant traits, although nutrient supply rates have been shown to increase infection and coinfection rates. This work provides a robust test of the role of plant nutrient content and ratios in the dynamics of globally important pathogens and reveals a more complex relationship between within-host virus growth and alterations of plant traits. A deeper understanding of the differential effects of environmental nutrient supplies on virus epidemiology and ecology is particularly relevant given the rapid increase of nutrients flowing into Earth's ecosystems as a result of human activities.
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Halliday FW, Umbanhowar J, Mitchell CE. Interactions among symbionts operate across scales to influence parasite epidemics. Ecol Lett 2017; 20:1285-1294. [DOI: 10.1111/ele.12825] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2017] [Accepted: 07/23/2017] [Indexed: 12/31/2022]
Affiliation(s)
| | - James Umbanhowar
- Department of Biology University of North Carolina Chapel Hill NC27599 USA
- Curriculum for the Environment and Ecology University of North Carolina Chapel Hill NC27599 USA
| | - Charles E. Mitchell
- Department of Biology University of North Carolina Chapel Hill NC27599 USA
- Curriculum for the Environment and Ecology University of North Carolina Chapel Hill NC27599 USA
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Mbenoun M, Garnas JR, Wingfield MJ, Begoude Boyogueno AD, Roux J. Metacommunity analyses of Ceratocystidaceae fungi across heterogeneous African savanna landscapes. FUNGAL ECOL 2017. [DOI: 10.1016/j.funeco.2016.09.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Susi H, Laine AL. Host resistance and pathogen aggressiveness are key determinants of coinfection in the wild. Evolution 2017; 71:2110-2119. [PMID: 28608539 DOI: 10.1111/evo.13290] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2017] [Accepted: 05/23/2017] [Indexed: 12/24/2022]
Abstract
Coinfection, whereby the same host is infected by more than one pathogen strain, may favor faster host exploitation rates as strains compete for the same limited resources. Hence, coinfection is expected to have major consequences for pathogen evolution, virulence, and epidemiology. Theory predicts genetic variation in host resistance and pathogen infectivity to play a key role in how coinfections are formed. The limited number of studies available has demonstrated coinfection to be a common phenomenon, but little is known about how coinfection varies in space, and what its determinants are. Our aim is to understand how variation in host resistance and pathogen infectivity and aggressiveness contribute to how coinfections are formed in the interaction between fungal pathogen Podosphaera plantaginis and Plantago lanceolata. Our phenotyping study reveals that more aggressive strains are more likely to form coinfections than less aggressive strains in the natural populations. In the natural populations most of the variation in coinfection is found at the individual plant level, and results from a common garden study confirm the prevalence of coinfection to vary significantly among host genotypes. These results show that genetic variation in both the host and pathogen populations are key determinants of coinfection in the wild.
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Affiliation(s)
- Hanna Susi
- Metapopulation Research Centre, Department of Biosciences, PO Box 65 (Viikinkaari 1),, FI-00014, Finland
| | - Anna-Liisa Laine
- Metapopulation Research Centre, Department of Biosciences, PO Box 65 (Viikinkaari 1),, FI-00014, Finland
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Lakshman D, Vieira P, Pandey R, Slovin J, Kamo K. Symptom Development in Response to Combined Infection of In Vitro-grown Lilium longiflorum with Pratylenchus penetrans and Soilborne Fungi Collected from Diseased Roots of Field-grown Lilies. PLANT DISEASE 2017; 101:882-889. [PMID: 30682931 DOI: 10.1094/pdis-09-16-1336-re] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Eight fungal isolates (ELRF 1 to 8) were recovered from necrotic roots of Easter lilies, Lilium longiflorum cv. Nellie White, grown in a field in the U.S. Pacific Northwest. The eight fungal isolates were identified by sequencing and molecular phylogenetic analyses based on their ITS rDNA region. Five isolates were identified as Fusarium oxysporum, two as F. tricinctum, and one as Rhizoctonia sp. AG-I. This constitutes the first report of Rhizoctonia sp. AG-I infecting lilies worldwide and the first report of F. tricinctum infecting lilies in the United States. To study and validate their pathogenicity, pure cultures of each isolate were used to infect the roots of Easter lily plants growing in vitro. In addition, Easter lily plants growing in vitro were infected either with or without Pratylenchus penetrans, the root lesion nematode, prior to placing a culture plug of fungus 1 cm from a lily root. Pratylenchus penetrans is a nematode species commonly found in the sampled fields. The presence of both nematode and Rhizoctonia sp. AG-I isolate ELRF 3 in infected lilies was evaluated by molecular analyses, confirming the infection of roots 3 days after inoculation, prior to development of disease symptoms. Necrosis and root rot developed more rapidly with all eight fungal isolates when there had been prior infection with P. penetrans, the major nematode parasitizing Easter lily roots in the field in Oregon.
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Affiliation(s)
- Dilip Lakshman
- Sustainable Agricultural Systems Laboratory, USDA, Beltsville, MD 20705
| | - Paulo Vieira
- Floral and Nursery Plants Research Unit, U.S. National Arboretum, USDA, Beltsville, MD 20705, and Department of Plant Pathology, Physiology, and Weed Science, Virginia Tech, Blacksburg, VA 24061
| | - Ruchi Pandey
- Sustainable Agricultural Systems Laboratory, USDA, Beltsville, MD 20705
| | - Janet Slovin
- Genetic Improvement of Fruits and Vegetables Laboratory, USDA, Beltsville, MD 20705
| | - Kathryn Kamo
- Floral and Nursery Plants Research Unit, U.S. National Arboretum, USDA, Beltsville, MD 20705
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49
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Laurel Wilt in Natural and Agricultural Ecosystems: Understanding the Drivers and Scales of Complex Pathosystems. FORESTS 2017. [DOI: 10.3390/f8020048] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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50
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Mauck KE. Variation in virus effects on host plant phenotypes and insect vector behavior: what can it teach us about virus evolution? Curr Opin Virol 2016; 21:114-123. [PMID: 27644035 DOI: 10.1016/j.coviro.2016.09.002] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Revised: 08/18/2016] [Accepted: 09/01/2016] [Indexed: 01/17/2023]
Abstract
Virus infection can elicit changes in host plant cues that mediate vector orientation, feeding, and dispersal. Given the importance of plant cues for vector-mediated virus transmission, it is unlikely that selection is blind to these effects. Indeed, there are many examples of viruses altering plant cues in ways that should enhance transmission. However, there are also examples of viruses inducing transmission-limiting plant phenotypes. These apparently mal-adaptive effects occur when viruses experience host plant environments that also limit infectivity or within-host multiplication. The apparent link between virus effects and pathology argues for consideration of prior evolutionary relationships between viruses and host plants in order to understand how viruses might evolve to manipulate vector behavior via effects on host plant cues.
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Affiliation(s)
- Kerry E Mauck
- Department of Environmental Systems Science, ETH Zürich, Schmelzbergstrasse 9, 8092 Zürich, Switzerland.
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