Plant viruses represent a significant threat to food security for many 23 global populations. Cassava Brown Streak Virus (CBSV) causes immense damage 24 to cassava crops in Eastern, Central and Southern Africa. The eradication of CBSV 25 is a difficult challenge, as it has been shown to be fast-evolving and it is 26 transmitted by flying insects that are ubiquitous in cassava growing regions. In this 27 paper we demonstrate the ability of two new developments in bioinformatics that 28 can be used to increase our understanding of CBSV and ultimately inform 29 strategies for its combat. We reconstruct the phylogeny of 29 whole-genome virus 30 isolates using the GHOST model. This phylogeny identifies three distinct clades 31 among the viruses and highlights a section of the genomes that is highly influential 32 in their divergence. We also perform Multiple Correspondence Analysis on the 33 alignment which is consistent in recovering the three clades, and offers insight on 34 the significance of the influence of a variety of external variables on the evolution of 35 the viruses. Knowledge and information from this analysis will be used as a base on 36 which to formulate sustainable Cassava Brown Streak Disease (CBSD) 37 management strategies in Africa.
38Introduction 39 It is difficult to overemphasize the importance of agriculture to people living in 40 3 sub-Saharan Africa. The population of sub-Saharan Africa exceeds one billion 41 people, and more than 60% of the population live in rural areas (United Nations, 42 2015). Beyond the obvious benefit of nutrition, agriculture is also the primary 43 source of income for the majority of sub-Saharan African families, and so access to 44 essentials such as health care and education depend indirectly on agriculture. As 45 such, the productivity of the agricultural industry in a given country and year is a 46 key indicator of the health and wellbeing of the population and the economy. 47 One of the major threats to agricultural productivity comes in the form of 48 crop pests and diseases. Of particular significance are the viruses of the genus 49 Ipomovirus. They have the potential to devastate crops, and they infect some of 50 the most economically important, commonly grown food staples across sub-Saharan 51 Africa, such as cassava and sweet potato. Cassava Brown Streak Disease (CBSD) is 52 caused by two closely related Ipomovirus species, Cassava Brown Streak Virus 53 (CBSV) and Ugandan Cassava Brown Streak Virus (UCBSV). CBSD is widespread 54 and causes significant reduction in both the quality and the yield of cassava crops, 55 making it a strong barrier to food security and economic prosperity in the regions 56 in which it is grown. 57 Efforts to combat CBSV and UCBSV are ongoing, but there are many 58 challenges. The viruses are transmitted between plants courtesy of whiteflies 59 4 (Bemesia tabaci ) and other potential vectors (Ateka et al., 2017), so it is critical 60 that infected plants are removed from crops swiftly. This indicates a critical need 61 fo...