Xylem is the main route for transporting water, minerals and a myriad of signalling molecules within the plant. With its onset during early embryogenesis, the development of the xylem relies on hormone gradients, the activity of unique transcription factors, the distribution of mobile microRNAs, and receptor-ligand pathways.These regulatory mechanisms are often interconnected and together contribute to the plasticity of this water-conducting tissue. Environmental stresses, such as drought and salinity, have a great impact on xylem patterning. A better understanding of how the structural properties of the xylem are regulated in normal and stress conditions will be instrumental in developing crops of the future. In addition, vascular wilt pathogens that attack the xylem are becoming increasingly problematic.Further knowledge of xylem development in response to these pathogens will bring new solutions against these diseases. In this review, we summarize recent findings on the molecular mechanisms of xylem formation that largely come from Arabidopsis research with additional insights from tomato and monocot species. We emphasize the impact of abiotic factors and pathogens on xylem plasticity and the urgent need to uncover the underlying mechanisms. Finally, we discuss the multidisciplinary approach to model xylem capacities in crops. K E Y W O R D S abiotic stresses, eudicots and monocots, phenotypic and modelling, wilt pathogens, xylem development 1 | INTRODUCTION Water is arguably the most important component of life. Vascular plants transport water and dissolved nutrients efficiently from the roots to all above-ground parts using a specialized tissue called the xylem. This tissue is composed of lignified conducting elements, fibres, and parenchyma cells. The process of xylem development is fascinating and has attracted developmental biologists for more than a century. The early studies on xylem formation demonstrated wounding-induced xylogenesis as well as the formation of xylem from callus and transdifferentiation of the tissue culture cells into the xylem cells (Fukuda &