12Identifying valid indicators to assess animals' emotional states is a critical objective of animal 13 welfare science. In horses, eye wrinkles caused by the contraction of the inner eyebrow raiser 14 have been shown to be affected by pain and other emotional states. Whether individual 15 characteristics of a horse systematically affect eye wrinkle expression has not yet been studied. 16Therefore, the aim of this study was to assess how age, sex, breed type, body condition and 17 coat colour affect the expression and/or the assessment of eye wrinkles in horses. To this end, 18we adapted the eye wrinkle assessment scale from Hintze et al. (2016) and assessed eye wrinkle 19 expression on pictures taken from the left and the right eye of 181 horses in a presumably 20 neutral situation, using five outcome measures: a qualitative first impression reflecting how 21 worried the horse looks, the extent to which the eyebrow is raised, the number of wrinkles, 22 their markedness and the angle between a line through the eyeball and the topmost wrinkle. All 23 measures could be assessed highly reliable with respect to intra-and inter-observer agreement. 24Breed type affected the width of the angle (F2, 114 = 8.20, p < 0.001), with thoroughbreds having 25 the narrowest angle (M = 23.80, SD = 1.60), followed by warmbloods (M = 28.00, SD = 0.60), 26 and coldbloods (M = 31.00, SD = 0.90). None of the other factors affected any of the outcome 27 measures, and eye wrinkle expression did not differ between the left and the right eye area (all 28