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THE OCCURRENCE OF ENTOMOPATHOGENIC NEMATODES AND THEIR NATURAL ENEMIES IN GREEK CITRUS ORCHARDS By ALEXANDROS DRITSOULAS A DISSERTATION PRESENTED TO THE GRADUATE SCHOOL OF THE UNIVERSITY OF FLORIDA IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE OF DOCTOR OF PHILOSOPHY UNIVERSITY OF FLORIDA 2020 © 2020 Alexandros Dritsoulas To my wife, Stella and Greece ACKNOWLEDGMENTS I would like to begin by wholeheartedly thanking my advisor Dr. Larry W. Duncan for his unceasing support of my doctoral research. I would like to express my gratitude and appreciation to him for his immense enthusiasm and motivation during my studies. His insightful guidance has helped me navigate the most challenging part of my life thus far. I am a better person for having known him. I would also like to acknowledge Dr. Tesfamariam Mengistu for his advice, assistance, and consideration for me particularly during my first two years as a Ph.D. student. I am also indebted to the rest of my dissertation committee: Dr. Peter DiGennaro, Dr. Felipe Soto-Adames, Dr. Lukasz Stelinski, and Dr. Nian Wang for their perceptive comments and for encouraging me to widen the scope of my research. My fellow graduate students and lab mates have been an integral part of my grad-student life and I would like to thank them for their friendship, compassion, and camaraderie. Their inspiring words will accompany me throughout my career and life. Last but not least, I would like to express my immense appreciation to my parents for standing by me, and my wife for all the sacrifices she made and her willingness to follow me on the path I have chosen. 4 TABLE OF CONTENTS page ACKNOWLEDGMENTS ...............................................................................................................4 LIST OF TABLES ...........................................................................................................................7 LIST OF FIGURES .........................................................................................................................8 ABSTRACT ...................................................................................................................................10 CHAPTER 1 GENERAL INTRODUCTION ..............................................................................................12 Review of Literature ...............................................................................................................14 Entomopathogenic Nematode Ecology ...........................................................................14 Entomopathogenic Nematode Phylogeny .......................................................................16 Soil Microarthropods .......................................................................................................18 Molecular approach and characterization of the target population .................................24 Conserving Services of Entomopathogenic Nematodes: An Example ...........................28 2 TOWARD MAXIMIZING TAXONOMIC COVERAGE IN METAGENOMIC STUDIES OF ENVIRONMENTAL SAMPLES ...................................................................31 Introduction .............................................................................................................................32 Materials and Methods ...........................................................................................................35 Sucrose Centrifugation and Flotation-Berlese-Flotation Comparison ............................35 Sucrose Centrifugation, Berlese funnels and Heptane Flotation Comparison. ...............36 Results.....................................................................................................................................37 Sucrose Centrifugation and Flotation-Berlese-Flotation Fomparison .............................37 Sucrose Centrifugation, Berlese Funnels and Heptane Flotation Comparison. ..............37 Discussion ...............................................................................................................................38 3 COMPARING HIGH THROUGHPUT SEQUENCING AND REAL TIME QPCR FOR CHARACTERIZING ENTOMOPATHOGENIC NEMATODE BIOGEOGRAPHY .................................................................................................................47 Introduction .............................................................................................................................48 Materials and Method .............................................................................................................50 Samples Collection ..........................................................................................................50 Library Preparation ..........................................................................................................51 Bioinformatics .................................................................................................................52 Statistical Analysis ..........................................................................................................53 Phylogenetic Tree ............................................................................................................54 Results.....................................................................................................................................55 Discussion ...............................................................................................................................57 5 4 NATURAL OCCURRENCE OF ENTOMOPATHOGENIC NEMATODES AND THEIR NATURAL ENEMIES IN GREEK CITRUS ORCHARDS.....................................70 Introduction .............................................................................................................................71 Materials and methods ............................................................................................................73 Sampling ..........................................................................................................................73 Soil analysis .....................................................................................................................74 DNA extraction ...............................................................................................................74 Library preparation ..........................................................................................................74 Bioinformatics .................................................................................................................76 Real time PCR testing, cultures of EPN and standard curve preparation .......................77 Gene copies by individuals’ volume and data correction. ...............................................78 Phylogenetic analysis ......................................................................................................78 Statistical Analysis ..........................................................................................................79 Results.....................................................................................................................................79 Discussion ...............................................................................................................................82 5 CONCLUSION.....................................................................................................................101 LIST OF REFERENCES ............................................................................................................104 BIOGRAPHICAL SKETCH .......................................................................................................118 6 LIST OF TABLES Table page 3-1 Detection frequency of entomopathogenic nematodes (EPNs) and species previously reported to EPN competitors ..............................................................................................62 3-2 Non-parametric Spearman's correlations between the species’ measurements from metabarcoding and qPCR ..................................................................................................62 3-3 Significant variables from stepwise multiple regression of two nematode species measured by high throughput sequencing or qPCR ...........................................................63 3-4 Significance of the Canonical Correspondence Analysis model, axes, and variables. ......63 3-5 S. feltiae ASVs table illustrating “head-tail” structure associated with the presence of within the species variation. ...............................................................................................64 4-1 Amplicon sequence variant (ASV) table illustrating “head-tail” structures associated with intraspecific variation ................................................................................................88 4-2 Non-parametric (Spearman's) correlations between number of metabarcoding reads and the Ct values derived from qPCR measurements of the nine EPN species ................89 4-3 Significance of the Canonical Correspondence Analysis variables. ..................................90 4-4 Significant variables from stepwise multiple regression of nine nematode species measured by high throughput sequencing..........................................................................91 7 LIST OF FIGURES Figure page 2-1 Process flow diagrams for four extraction methods ..........................................................41 2-2 Efficiency of sucrose centrifugation (SC) compared to that