Characterization of Bacterial Species in Steinkopf a Communal Farming Area in South Africa: a Closer Look at Pathogenesis
Total Page:16
File Type:pdf, Size:1020Kb
Characterization of bacterial species in Steinkopf a communal farming area in South Africa: A closer look at pathogenesis By Jodene Foster Thesis presented in fulfilment of the requirements of the degree Masters of Science at the University of the Western Cape Supervisors: Dr Adriaan Engelbrecht, Dr Morné Du Plessis, Dr Oriel Moeti Taioe Faculty of Natural Science Department of Biodiversity and Conservation Biology April 2019 1 | P a g e http://etd.uwc.ac.za/ Declaration By submitting this thesis/dissertation electronically I declare that the entirety of the work contained therein is my own, original work, and that I have not previously in its entirety or in part submitted it for obtaining any qualification April 2019 Signature: Date: 02/05/2019 2 | P a g e http://etd.uwc.ac.za/ Abstract The human population in sub-Saharan Africa has been increasing due to decreases in mortality rates and increases in average human age; in turn increasing poverty and pressure placed on agriculture and agricultural production. However, livestock production in South Africa, and globally, is declining due to disease and parasite prevalence, lack of feed, poor breeding, marketing management, change in nutrition in both livestock and humans, rapid urbanization, encroachment on wildlife and unfavourable climatic conditions brought about by global change. One unintended consequence has been the emergence and spread of transboundary animal diseases and, more specifically, the resurgence and emergence of zoonotic disease. Zoonotic diseases are sicknesses transmissible from animals to humans, resulting from direct contact or environmental reservoirs. Previous studies have identified small-scale farmers as the group most prevalent to contracting zoonotic diseases, especially those working in a communal dispensation. Therefore, this study focused on the communal farming area of Steinkopf in the semi-arid Namaqualand region of South Africa. Steinkopf is one of the largest Act 9 areas, with communal land tenure and a mixed farming system, sheep and goats, on about 759 ha. Steinkopf is divided into two rainfall regions, the Succulent Karoo (winter rainfall region) and the Nama Karoo (summer rainfall region). This study aims to identify and characterise the bacterial microbial communities found in the topsoil layer and faecal matter (dung) within the winter and summer rainfall regions of Steinkopf communal rangeland using Next-generation sequencing. Further, the aim is to assess whether pathogenic bacteria are present within the rangeland and what their potential impact on the local farming community might be if present. A high-throughput sequencing technique (Next-generation sequencing) was used to amplify 16S rRNA targeting the V3-V4 hypervariable regions. The phylotypes produced were 37 phyla, 353 families and 634 genera of which the most abundant bacterial phyla were Planctomycetes, Firmicutes and Bacteroidetes and the most 3 | P a g e http://etd.uwc.ac.za/ abundant genera were Gemmata, Akkermansia and Arthrobacter. Alpha diversity indices showed a variation in species diversity, evenness and richness between soil and dung samples, it shows a higher species richness, evenness and unique OTUs detected in summer soil samples and at natural water holes. Through these analysis soil samples were regarded as superior to dung samples within this particular environment and for this particular study. Natural water holes were identified as a safer option when compared to man-made water holes as there are natural systems in place that combat the spread and growth of harmful bacterial microbes. It was found that seasonality has a great impact on the development and growth of environmental bacterial microbiota and that the current randomness of grazing routes and migrations within the Steinkopf communal rangeland is not a detriment but instead acts as a benefits to environmental and livestock health. Furthermore, a total of three pathogenic bacteria were identified however, they occurred at relatively low abundances. It can thus be concluded that this study thoroughly describes the usefulness of using a high-throughput sequencing technique such as Next-generation sequencing when amplifying a small sample size in order to achieve a large volume of information; and that currently the Steinkopf communal rangeland is not subjected to or at risk of a potential zoonotic threat. 4 | P a g e http://etd.uwc.ac.za/ Acknowledgments This study would not have been possible without the constant support, encouragement, motivation and advice from my supervisors, Dr Adriaan Engelbrecht, Dr Morne Du Plessis and Dr Oriel Moeti Taioe. Their constant support during this project was greatly appreciated. I would also like to send my heartfelt appreciation to the ARC (Agricultural Research Council) at UWC for the guidance in the field and assistance with fieldwork, as well as the community of Steinkopf for accepting the study openheartedly and working with us during the research period, sharing rare knowledge and allowing access into the culture. Funding for this project, in the form of a study bursary was provided by the NRF (RTF grant) awarded to the Agricultural Research Council. The running cost for this study was provided by the Early Career Research Grant awarded to Dr. Engelbrecht. Finally, I would like to thank my colleagues, especially Taryn Joy Jacbos and Yameen Badrodien at UWC in the department of Biodiversity and Conservation Biology, as well as all family and friends who have been supportive during this time. Lastly, a special thank you, to my mother Denise Foster as well as my grandmother Joan Foster, and dear friends Jody Mathew Taft and Kay-Lynn Esau for their constant motivation, sacrifices, assistance where possible, and guidance. Their constant support and presence was motivating and inspiring. 5 | P a g e http://etd.uwc.ac.za/ Table of Content Declaration………………………………………………………………………………..................................2 Abstract……………………………………………………………………………………………...………….3 Acknowledgements……………………………………………………………………………………...…...5 Table of Contents……….……………………..……………………………………………………………...6 List of Tables…………………………………………………………………………………………………..8 List of Figures…………………………………………………………………………………………………9 Chapter 1: Introduction……………………………………………………………………………….….11 1 Preamble………………………………………………………………………………………………...….11 1.1 Modernisation of agriculture……………………………………………………………………...…..12 1.2 The livestock sector in South Africa…………………………………………………………………13 1.3 Communal farming and its associated risks and benefits…………………………………..…….16 1.4 Disease and its impact on agriculture………………………………………………………..……….19 1.5 Pathogens in livestock waste…………………………………………………………………………..22 1.6 Pathogens in livestock soil……………………………………………………………………….…….24 1.7 The role of bioinformatics……………………………………………………………………….……..24 1.8 Study sites………………………………………………………………………………………………....26 1.9 Study aim………………………………………………………………………………………….………28 1.9.1 Study questions…………………………………………………………………………………..……29 Chapter 2: Identification of environmental bacterial microbes in the winter rainfall region of Steinkopf communal rangeland, South Africa…………………………………...…….30 2.1 Introduction……………………………………………………………………………………………..30 2.2 Methods and Materials……………………………………………………………………………….31 2.2.1 Study site and collection……………………………………………………………………………..31 2.2.2 DNA extraction…………………………………………………………………………………..……34 2.2.3 Amplification of the V3 and V4 region of 16S rDNA…………………………………………35 2.2.4 Metagenomic data preparation and analysis………………………………………………….….36 2.2.5 Diversity comparison and statistical analysis……………………………………………......…..36 2.3 Results……………………………………………………………………………………………………….….……37 2.3.1 Classification of bacterial OTUs…………………………………………………………………...37 2.3.2 Alpha diversity…………………………………………………………………………………………39 6 | P a g e http://etd.uwc.ac.za/ 2.3.3 Beta diversity………………………………………………………………………………………......40 2.4 Discussion…………………………………………………………………………………….…………..48 2.4.1 Sample type………………………………………………………………………………….…………48 2.4.2 Location……………..…………………………………………………………………………………..51 2.4.3 Description……………………………………………………………………………………………..53 2.5 Conclusion……………………………………………………………………………………………….54 Chapter 3: Identification and characterization of bacterial microbes within the Steinkopf communal rangeland: Is bacterial pathogenesis a threat? ………………………………………56 3.1 Introduction……………………………………………………………………………………………..56 3.2 Methods and Materials……………………………………………………………………………….60 3.2.1 Study site and collection……………………………………………………………………………..60 3.2.2 DNA processing……………………………………………………………………………………….60 3.3 Results………………………………………………………………………………………………….…62 3.3.1 Classification of bacterial OTUs…………………………………………………………………...62 3.4 Discussion………………………………………………………………………………………………...68 3.4.1 Identification of bacterial taxa…………………………………………………………………...….68 3.4.2 Pathogenic and unclassified taxa…………………………………………………………………...72 3.5 Conclusion……………………………………………………………………………………………….74 Chapter 4: General conclusion……………………………………………………………………...…..75 References………………………………………………………………………………………………….....78 Appendix 1…………………………………………………………………………………………………....92 Appendix 2…………………………………………………………………………………………………....94 Appendix 3…………………………………………………………………………………………………....95 Appendix 4.…………………………………………………………………………………………………...97 Appendix 5...……………………………………………………………………………………………….…98 Appendix 6...……………………………………………………………………………………….…………99 Appendix 7..……………………………………………………………………………….………………...100 Appendix 8...………………………………………………………………………………….……………..101 Appendix 9......................................................................................................................................................102