Grant Information

GENOMIC TOOLS TO MONITOR AND EXPLOIT MICROBIAL DIVERSITY FOR AGRICULTURAL DISEASE AND ARIDLAND MANAGEMENT

Sponsoring Institution National Institute of Food and Agriculture
Status COMPLETE
Funding Source HATCH
Division NIFA Formula
Reporting Frequency Annual
Project Director Stajich, J
Accession Number 1020480
Project Number CA-R-PPA-5062-H
Dates 2020-01-06 - 2023-09-30
Animal Health Component 30%
Performing Department Microbiology & Plant Pathology
Recipient Organization UNIVERSITY OF CALIFORNIA, RIVERSIDE

RIVERSIDE,CA 92521
Keywords biological crusts
fungi
fungicide resistance
healthy soils
microbiome
phytobiome
postharvest rot
Research Effort Applied (30%)
Basic (60%)
Developmental (10%)
Classification Parameters
Knowledge AreaSubject of InvestigationField of SciencePercent
101 - Appraisal of Soil Resources 4099 - Microorganisms, general/other 2080 - Mathematics and computer sciences 10%
101 - Appraisal of Soil Resources 710 - Desert and semidesert shrub land and shinnery 1102 - Mycology 10%
101 - Appraisal of Soil Resources 710 - Desert and semidesert shrub land and shinnery 1103 - Other microbiology (includes protozoology, phycology, etc.) 10%
102 - Soil, Plant, Water, Nutrient Relationships 710 - Desert and semidesert shrub land and shinnery 1070 - Ecology 10%
211 - Insects, Mites, and Other Arthropods Affecting Plants 1099 - Tropical/subtropical fruit, general/other 1102 - Mycology 10%
212 - Pathogens and Nematodes Affecting Plants 1450 - Sweet potato 1102 - Mycology 10%
212 - Pathogens and Nematodes Affecting Plants 4099 - Microorganisms, general/other 1080 - Genetics (excludes breeding) 10%
215 - Biological Control of Pests Affecting Plants 1099 - Tropical/subtropical fruit, general/other 1100 - Bacteriology 10%
712 - Protect Food from Contamination by Pathogenic Microorganisms, Parasites, and Naturally Occurring Toxins 1122 - Strawberry 1102 - Mycology 10%
712 - Protect Food from Contamination by Pathogenic Microorganisms, Parasites, and Naturally Occurring Toxins 1219 - Edible tree nuts, general/other 1102 - Mycology 10%
Non-technical Summary

Microbes play important roles in natural and human managed ecosystems. Objective 1 focuses on understanding how microbial communities are integral to the development and promotion of healthy soils. Their overall role in arid soils is less well understood requires study of specific fungi and bacteria which may be indicators or regulators of soil health. Tools to monitor the microbial composition is important for efficient land management practices. In arid regions biological crusts are results of cooperation between bacteria and fungi and their presence can improve soil moisture, promote nutrient exchange, and reduce dust through aggregation of soils. This project will explore the microbial community makeup of these crusts to better catalog processes that support their formation, restoration after damage, and overall impact on the health of soils. This work will take place in managed public lands to study the microbial makeup in undisturbed, health biological crusts. Measurements of plant health in fields with adjacent crusts will be compared to those without to test whether promotion of crusts within agriculture fields can benefit soil moisture and nutrient availability. Objective 2 focuses on microbes associated with the shot hole borer beetle which carries fungi that are causing disease in avocado and a multitude of trees in Southern California. The work will focus on native microbial communities of trees and how they respond to the introduction of the Fusarium fungus, identification of antagonistic bacteria or fungi that can impede growth of Fusarium, and genetic studies of the beetle-carried fungi to track spread and possibility of sexual reproduction among isolates. Objective 3 focuses on acquisition of fungicide resistance in post-harvest associated fungi. Fungicide application can reduce crop loss but leads to resistance in microbes. The acquisition of fungicide resistance among post-harvest disease fungi in particular is less well studied and requires improved monitoring and development of genomic techniques for rapid diagnostics to trace the common source and spread of resistance mechanisms. The project will help to understand if resistance is acquired locally in farms or is a result of spores dispersed across regions which can inform mitigation and prevention strategies.

Goals / Objectives
Fungi play important but underappreciated roles in the health of ecosystems impacting soils, plants, and water systems. Some of these microbes are potent diseases of agricultural systems that can are vectored by insects, can stay resident in soils for long periods, and can cause disease throughout the lifecycle of plants and postharvest products. Understanding the dynamics of populations of beneficial and plant disease-causing fungi will inform mitigation strategies, rapid detection of newly introduced pathogens or more virulent genotypes, and the monitoring of the emergence of fungicide resistance alleles that required changes in treatment strategies.This project takes a two-prong approach to study populations of fungi and bacteria. The first is a focus on characterizing beneficial microbes in aridland soils to understand their role in promoting and maintaining soil health in the presence of increased nitrification, salinity, and human disturbance. This work links to ANR Strategic Initiatives (SI) for Sustainable Natural Ecosystems (SNE) and Sustainable Food Systems (SFI). How microbial community diversity is changes as a consequence of disturbance can be important to evaluate human, livestock and climate change impact on soil health and productivity. Identifying changes in microbial communities will also inform restoration efforts. The reintroduction of endemic microbes into disturbed soils areas may contributed to increased rates of recovery. I will focus on cryptogamic soils or biological crusts (BSCs) which are collectives of bacteria, fungi, algae and other microbes and important components to SNE in arid and desert regions. These BSCs support the formation and maintenance of stable soils in aridlands and can be critical for dust reduction as these aggregates prevent movement of loose soil. Reduction of dust is important for improving human and livestock health. In addition, BSCs trap moisture, nutrients, and can contain nitrogen fixing bacteria which lead to improved soil health for plant growth. The promotion of biological crusts in marginal lands near agricultural fields or in the wake of human or livestock caused soil disturbance can assist in moisture trapping, reduction in erosion, and provide harbors of beneficial microbes that can contribute to soil health. This work focuses on the development of living culture collections of microbes, genomic sequencing and analyses of these isolates, and culture-independent surveys of soils to characterize the microbial community structure using amplicon sequencing and metabarcoding tools.The second focusis monitoring population diversity of new or existing fungal crop pathogens to understand introduction, dispersal, and emergence of fungicide resistance which will contribute to the SI of Endemic and Invasive Pests and Diseases (EIPD). Recently introduced tree disease pathogen Fusarium euwallaceae and Fus. kuroshino are an active threat to avocado in the state of California. These fungi are symbionts of the shot hole borer beetle, also recently introduced. A critical question in the management of the disease is the dispersal and introduction of strains of the fungus, whether there is recombination among strains which could lead to rapid spread of more virulent varieties, and the potential for acquired fungicide resistance. To provide better information towards disease management, I am developing and applying population genomics approaches to track fungi and their origins focused these newly introduced pathogens. The rise of fungicide resistance of foliar pathogens in vegetable and fruit crops are an additional area where whole genome approaches to detect, catalog the spread of resistant genotypes, and make predictions about future at risk areas can improve strategies to manage crop health. My work applies modern genomic approaches to analyzing genomes of isolates from populations of fungi with a focus on Fusarium dieback disease. Analytical and molecular techniques developed as part of this work will be applicable to multiple questions related to fungal disease, resistance to fungicides.Overall this work requires collecting of strains from environmental and agricultural origins, genomic sequencing and development of rapid diagnostic techniques, curation of databases of sequences of organisms and of resistance alleles. Detailed inventories of aridland microbes are limited and a comprehensive compilation of these data for bacteria, fungi, and algae will enable studies testing for the correlations with healthy or disturbed environments and in the development of mitigation strategies to amend soils with beneficial microbes. To support this work improved bioinformatics tools are needed to process increasingly larger genomic datasets and present useful summary and prediction information to stakeholders with foundational and applied research goals.The directions of this project work links to the AES-CE network. Improved understanding of healthy markers for aridlands soils is important in management of lands and in assessing potential for promoting and maintaining BSCs in areas near agriculture land use. Further characterizing the microbes that makeup BSCs can translate into methods to re-seed soils with native fungi or bacteria to jumpstart the growth of BSCs as part of efforts to reduce dust production in fallow or disturbed arid soils. These efforts are important for improving air quality in regions affected by dust pollution including the Salton Sea basin and Owens Lake, but also disturbed desert habitats that flank residential or agricultural lands. The curation of a living microbial culture collections will provide the reagents to develop these approaches.Measurements of the potential positive impact of BSCs near agricultural lands may provide new approaches to improving soil health by quantifying their effects and engaging in efforts to help farmers and farm advisors monitor and promoting these areas. Short term impacts of this work will be means to inventory soils to test for the presence of expected microbes from healthy BSCs which can suggest best practices for more protection of areas, while long term impacts will be the development of microbial amendments to improve soils and promote the processes of BSC formation.The research will also work to develop better tools for the application of genome sequencing to track introduction and spread of new genotypes of isolates including fungicide resistance. The research focus will be on Fusarium dieback disease affecting avocado crops in California but there are a broad range of tree hosts in Southern California which are susceptible. The technology in the form of software and analytic approaches will be broadly applicable to EIPD areas using genomic tools to track invasive microbes and be made as freely available resources. Short term impacts of this research will focus on tracking the spread of different strain genotypes of fungi with Fusarium dieback and evidence for sexual recombination to better understand the source of introductions and the changes in populations over time. In addition, the tools developed for this approach will support rapid comparative analyses of genomes to highlight variants that distinguish individuals or groups of strains to support development of diagnostic tools. Long term impacts from this work will be records of the changes in genetic makeup of invasive fungi, bioinformatics tools for automated assessment of genetic diversity and status of known fungicide resistant alleles in individuals.
Methods (unparsed)

Objective 1. Study of Biological crust microbial diversity to understand native microbiomes in arid soils. Field sampling locations. Field trips to Sheephole Wilderness, Bureau of Land Management (collecting permit to N. Pietrasiak with Stajich added as collaborator), Joshua Tree National Park (permit to graduate students N. Pombubpa, J. Adams), and the UC Reserves at Mott Rimrock, Oasis de los Osis, Sweeney Granite Mountain, and Boyd Deep Canyon will be taken to sample BSCs. Undergraduate students working in Stajich labs will be given opportunities to learn field work techniques and participate in sampling. Additional sampling will be performed in Temecula in areas adjacent to vineyards and olive groves to capture soil microbial diversity.Samples for metabarcoding and metagenomics: We will collect three representative 2 cm2 samples at a site for each type of biological crust. Samples will be collected from systematic locations to spatially represent the 25m2 transect area (roughly one sample each 1/3 of the areas). Samples will be stored in sterile sample containers on dry ice until laboratory storage at -80°C. In the laboratory, a subsample of equal volume from each of the three cores will be made into a composite sample for metagenomic sequencing. DNA will be extracted fromsoil samples with MoBio Power Soil kits. DNA libraries for metagenomics will be prepared from these extractions followed by sequencing on 2x150 bp Illumina NovoSeq platform. Analysis of these data will involved metagemomics pipelines to assemble the data,identify bacteria and fungal contigs, and annotate these data with gene prediction pipelines.The DNA for metabarcoding will be processed with amplification primers for ITS1 and 16S ampilfication follwing the Earth Microbiome Project protocol. These data will be processe with QIIME and amptk pipelines to identify patterns of microbial diversity among the crust types.Sampling site characterization and environmental metadata. At each sampling site we will designate an area of 25-50 m2 that is representative of the habitat. Air temperature, days since measurable rainfall, soil surface temperature, and soil moisture will be noted for each sampling location at representative spots. We will establish two diagonal 25 m transects. Each end of the transect will be precision GPSed using a Trimble GPS unit. Along both transects we will record % ground cover of abiotic and biotic land surface categories using the line point intercept method following (Herrick et al. 2005). Land surface categories may include rocks, gravel, vascular plants to functional groups, and BSC community types following the classification by Pietrasiak et al. (2013). These data will be incorporated as metadata.Plant ecophysiology linking to BSC health. In identified grape vineyards, with permission from growers and land owners, soils 10-20 meters outside the planting area will be collected. Areas with and without BSCs will be profiled. Preliminary visits to Temecula wine growing region identified several examples of undisturbed lands with BSCs adjacent to vineyards and many examples of vineyards with only disturbed soils. Ecophysiological profiling of plants during moderate and extreme heat will be performed for plants located at a range of distances from the BSCs and from plants in vineyards with or without disturbed soil profiles nearby. These data will be compared to both the soil microbiome makeup and plant profile to test for correlations and establish a trend in how soil health, focusing on the presence and makeup of the microbiome of biological crusts, are informative to plant responses to stress.Objective 2. Genomic profiling of Fusarium dieback across Southern California. DNA from isolated of F. kuroshium and F. euwallacea along with associated fungi Graphium kuroshium will be obtained from collaborator Akif Eskalen (UC Davis) and sequenced with short read Illumina to achieve 10-20x coverage. Sequence variants will be identified with pipelines developed in the Stajich lab using best practices for SNP and INDEL calling. Reference genomes will be constructed by sequencing single strains with long sequence read technology to support gap closure. The identified sequence variants will be examined in the context of the larger population of strains sequenced to identify geographic and host association patterns. These data will be analyzed in to examine population structure using population genetics methods. The key questions surround compare evidence of gene and allele exchange through recombination.Microbiome profiling of affected and naive trees. Core samples from avocado trees, fruit with and without Fusarium dieback infections will be profiled for microbiome composition. This will be performed in collaboration with Eskalen lab at UC Davis to obtain wood from infected and unexposed trees and fruit from regions in San Diego and Orange Counties. These samples will be processed to extract total DNA following standard protocols established in our labs, followed by amplicon sequencing and processing to explore using primers to amplify 16S rRNA and ITS regions to profile bacteria and fungi respectively. We will compare these profiles to better understand the effects of these fungal and beetle associations on phytobiomes. In addition, for uninfected or asymptomatic trees which still have beetle galleries we will investigate if there is evidence for any protective effect of native microbes by exploring some of the primary differences in microbiome communities in exposed but unaffected trees to exposed and infected trees.Community and stakeholder engagement. This work involves engagement with the California Invasive Species Council - Shot Hole Borer Research Committee (http://iscc.ca.gov/ishb.html). We are actively engaging with this working group to develop research plans and questions that will be established to outline funding opportunities and goals around mitigating Fusarium dieback and Shot Hole Borer transmitted diseases. This working group also enables communication and engagement with multiple stakeholders surrounding protection of native ecosystems, agriculture, and ornamental and urban landscapes which will be impacted by this expanding tree disease threat.Objective 3. Profiling phenotypic and genetic changes in fungicide resistance. To evaluate changes in resistance and tolerance of fungi to fungicides we will explore sensitivities of Rhizopus stolonifer fungi isolated from soils, fruits, and nuts. Isolation will be performed by observing growth on post-harvest rot or from soil "sprinkle plate" methods. Extended sporangia, a hallmark of Rhizopus growth, will be used to identify candidate isolates. Single sporangia will be taken by forceps to inoculate a sterile PDA or MEYE media plate. Subculturing to ensure a single isolate will be performed at least 2 times. The isolate ITS will be amplified and sequenced by Sanger sequencing to confirm species. Isolates will be banked as sterile plug cultures in triplicate and isolation source The Relative sensitivities expressed in minimum inhibitory concentration to standard in-field fungicides used including flutolanil and azole fungicides used in clinical setting. Isolates will be stored in local culture collection and contributed to USDA NRRL collection as appropriate.Whole genome sequencing of these isolates will be peformed in order to test hypotheses about population genetic structure, exchange, recombination, and endemic patterns. Together these will be used to form haplotype networks and undestand the patterns of how these fungi disperse. Study of fungicide resistance will be attempted to be correlated to genetic differences to evaluate the relative frequency of alleles that may be contributing or linked to resistance.

Project Timeline Tracking

Outputs

Target Audience
Scientific research community on fungi and environmental biology

Changes / Problems
Nothing Reported

Training & Professional Development
Student and postdocs were mentored through remote format due to COVID-19. The project has given opportunities for skills training in bioinformatics and statistical analyses and methods. Students and postdocs have had chances to present this work at local and national conferences and receive feedback on their work, and provide chances to practice their presentation skills. A new technichan was hired in late 2020, delayed due to COVID-19 but has been able to learn informatics skills and the research questions the group is undertaking.

Dissemination Streams
We have published multiple manscripts this reporting period in peer reviewed journals. Our group also presented posters or talks at virtual conferences this summer and fall at scientific societies' conferences.

Next Reporting Steps
Several new or ongoing grants are funded and will focus the work in this project over the next reporting period. USDA-APHIS funded work will examine microbiomes/phytobiomes of trees before and after infestation with fusarium dieback disease vectored by shot hole borers. New USDA-NIFA grant to study phytobiomes and soil and root health interactions in the context of Citrus greening will begin and focus on metagenomics and amplicon metabarcoding to understand the community and functions of its members. Biological crust work will focus on analysing the large dataset collected with New Mexico collaborators and funded by the BLM to characterize the microbiome of crusts in the Mojave desert. Additional work will also complete an analysis of the genomic diversity of lichen communities in the mojave desert and work on metabolomics of crusts communities through collaborative work with Dept of Energy user facilities at JGI and PNNL. Together these data will help develop models for how microbes interact in these dryland environments through computational and experimental planned work.


Publications Inventory

Journal Articles