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. 2024 Oct 11;19(10):e0311899. doi: 10.1371/journal.pone.0311899

Hoof slip duration at impact in galloping Thoroughbred ex-racehorses trialling eight shoe-surface combinations

Kate Horan 1,*, James Coburn 2, Kieran Kourdache 3, Peter Day 1, Henry Carnall 2,#, Liam Brinkley 2,#, Dan Harborne 2,#, Lucy Hammond 3, Sean Millard 1, Renate Weller 4, Thilo Pfau 1,4
Editor: Tzen-Yuh Chiang5
PMCID: PMC11469542  PMID: 39392818

Abstract

Horseshoes used during racing are a major determinant of safety as they play a critical role in providing traction with the ground surface. Although excessive hoof slip is detrimental and can predispose to instabilities, falls and injuries, some slip is essential to dissipate energy and lower stresses on the limb tissues during initial loading. This study aimed to quantify hoof slip duration in retired Thoroughbred racehorses galloping over turf and artificial (Martin Collins Activ-Track) tracks at the British Racing School in the following four shoeing conditions: 1) aluminium; 2) steel; 3) GluShu (aluminium-rubber composite); and 4) barefoot. High-speed video cameras (Sony DSC-RX100M5) filmed 389 hoof-ground interactions from 13 galloping Thoroughbreds at 1000 frames per second. A marker wand secured to the lateral aspect of the hoof wall aided tracking of horizontal and vertical hoof position in Tracker software over time, so the interval of hoof displacement immediately following impact (hoof slip duration) could be identified. Data were collected from leading and non-leading forelimbs at speeds ranging from 24–56 km h-1. Linear mixed models assessed whether surface, shoeing condition or speed influenced hoof slip duration (significance at p≤0.05). Day and horse-jockey pair were included as random factors and speed was included as a covariate. Mean hoof slip duration was similar amongst forelimbs and the non-leading hindlimb (20.4–21.5 ms) but was shortest in the leading hindlimb (18.3±10.2 ms, mean ± 2.S.D.). Slip durations were 2.1–3.5 ms (p≤0.05) longer on the turf than on the artificial track for forelimbs and the non-leading hindlimb, but they were 2.5 ms shorter on the turf than on the artificial track in the leading hindlimb (p = 0.025). In the leading hindlimb, slip durations were also significantly longer for the aluminium shoeing condition compared to barefoot, by 3.7 ms. There was a significant negative correlation between speed and slip duration in the leading forelimb. This study emphasises the importance of evaluating individual limb biomechanics when applying external interventions that impact the asymmetric galloping gait of the horse. Hoof slip durations and the impact of shoe-surface effects on slip were limb specific. Further work is needed to relate specific limb injury occurrence to these hoof slip duration data.

Introduction

The slip duration of horses’ hooves upon contact with the ground surface can affect their performance, orthopaedic health and risk of injury [1, 2]. Both too much and too little hoof slip can cause injury. Most racehorse fractures arise from an imbalance between microdamage and repair due to repeated cyclic loading [3] but the magnitude of the impact forces is also important and linked to lameness and injury incidents [4, 5]. Energy dissipation during hoof slip is important, as it serves to lower the rate that the longitudinal ground reaction force is applied on the limb in question and, in turn, this means lower forces and less stress are placed on limb tissues during initial loading [610]. Having some hoof slip at impact also constrains bending moments on the cannon bone [11]. In addition, high frequency oscillations at impact can increase the risk of damage to subchondral bone and joint tissues [1216], and it is important that there is some hoof slip to mitigate this. Moderate longitudinal hoof sliding can also improve performance, by increasing stride length [1]. However, it is important to recognise that excessive hoof slide can predispose to injury, such as tears to the digital flexor muscles [17]. Therefore, to prevent injuries linked to excessive slip and biomechanical instability prior to loading, slip distances and durations must be constrained by having some traction at the hoof-ground interface.

If ground surface conditions or a horse’s shoeing condition do not offer sufficient traction or, alternatively, inhibit slip and decrease the rate of energy dissipation, injury risk could increase in either scenario. Ground surface is a significant risk factor for injuries to racehorses [1822]. For example, surface type has been implicated as a trigger factor for altering superficial digital flexor tendon loading and joint kinematics [23]. Surface properties also influence hoof vibrations, accelerations and ground reaction forces, with accelerations and forces typically being reduced on synthetic surfaces compared to turf and dirt surfaces [2426]. Furthermore, although forelimbs are generally more likely to fracture than hindlimbs, fracture patterns amongst limbs can be surface dependent with, for example, hindlimbs more commonly fracturing on turf than dirt tracks [22]. Epidemiological data also suggest that certain shoe-types, such as those used in the United States with high toe grabs, rims or pads, which increase grip, are associated with a higher risk of racehorse injury [2731]. With these considerations in mind, there is increasing interest in quantifying surface conditions at racetracks, and the use of horseshoes is tightly regulated in most countries, including the United Kingdom. The British Horseracing Authority (BHA) currently enforce that horses running in flat races conducted on turf enter the parade ring fully shod except where the BHA has consented before the Declaration to Run is submitted or in exceptional circumstances when the Stewards give permission. In addition, the following shoe types are prohibited: shoes which have protrusions on the sole other than calkins or studs on the hind, with the latter limited to 3/8 inch in height; American type toe-grab plates; and shoes with a sharp flange [32]. Nonetheless, to date, there has been limited research quantifying the effect that different ground surfaces and shoeing conditions have on hoof slip duration, particularly in galloping horses. Although the high-speed field kinematics of hoof contact have been quantified in horses galloping on an artificial track [33], the magnitude of hoof slip under different shoe-surface conditions has not specifically been assessed. Other studies considering shoe-surface implications for hoof slip have tended to focus on slower gaits. However, slip duration data from horses trotting on concrete in different shoeing conditions [2], trotting on grass [1] or stone dust tracks [34], cantering on grass with/without studs [35], or from an ex-vivo model trialling different surface or shoe-types [36, 37], may not be readily applicable to live racehorses galloping on grass and artificial surfaces, barefoot and with shoes devoid of protrusions from the sole.

The purpose of the current study was to quantify hoof slip durations in retired racehorses as they galloped over grass and artificial training tracks whilst barefoot or wearing steel, aluminium or rubber-composite shoes. In the UK, most horse races are run on turf but training takes place on both turf and artificial surfaces. Therefore, the surfaces selected for this study reflect typical UK training and racing tracks, and the shoeing conditions reflect both common shoeing practices (aluminium in racing; steel in training) and readily accessible options (barefoot and rubber-composite). We hypothesised that slip durations would be longest on turf and for the barefoot condition, based on 12 months of BHA race data, which showed that there was an increased risk of a horse slipping in flat turf conditions if partially shod [38]. In addition, as hoof accelerations were previously found to show a speed-dependent response to shoe and surface combinations in this sample population [26], we were also interested to investigate how shoe-surface condition might impact slip duration across different gallop speeds.

Materials and methods

Ethics

Ethical approval for this study was received from the Royal Veterinary College Clinical Research Ethical Review Board (URN 2018 1841–2), which included a written consent form for horse owners and jockeys.

Experimental animals

A convenience sample of 13 retired Thoroughbred racehorses at the British Racing School (BRS) in Newmarket, UK, were included in this study. The horses were in regular work, including gallop training, and were normally utilised for jockey education. They ranged in age from 6–20 years old, with heights from 1.6–1.7 m, and they had masses between 421 and 504 kg. The horses were also included in previously published studies [26, 3941], and further details on individual horse body dimensions and hoof morphometrics are available [39]. All horses were considered sound by the jockeys, farriers and BRS senior management prior to data collection, and they are regularly checked by a veterinarian. Details on jockey experience and training for the four participating jockeys have previously been published [39, 41]. During trials, horse—jockey pairings were fixed, while shoe—surface conditions varied. One horse was ridden by two jockeys, giving rise to 14 possible horse—jockey pairings. Trials took place across multiple days for each horse-jockey pair to acquire data for as many of the eight possible shoe—surface combinations as was feasible; limitations were imposed due to horse and jockey availability and routine turf accessibility restrictions implemented by the BRS to avoid ‘hard’ going [26, 3941]. The shoe-surface combinations completed by each horse-jockey pair are summarised in [39], but please note that video footage was not available for one horse and therefore 14 (rather than 15 horse-jockey pairs, as per [39]) are included in the current study.

Experimental design

Trial conditions

The horse—jockey dyads underwent randomised data collection trials on level artificial and turf surfaces in the following four shoeing conditions: (1) aluminium raceplates (Kerkhaert Aluminium Kings Super Sound horseshoes); (2) barefoot; (3) GluShus (aluminium—rubber composite horseshoes); and (4) steel shoes (Kerkhaert Steel Kings horseshoes). Details on the trimming and shoeing protocol maybe found in [41]. Typical shoe masses were 134 ± 26 g (mean ± 2 S.D., unless otherwise stated) for the aluminium shoes (n = 67), 191 ± 50 g for the GluShus (n = 56), and 333 ± 11 g for the steel shoes (n = 65). The artificial surface used was the Martin Collins Activ-Track, which comprises sand and CLOPF fibre. It is wax-coated, dust-free and designed for use in all weather conditions. Turf conditions during data collection ranged from ‘soft’ to ‘good-firm’. Full details of the weather on and preceding data collection days have previously been published [39] and information regarding the adaptation period, warm-up period and exercise trials can also be found in previous publications [26, 41].

Equipment and filming

This study took a similar approach to previous work capturing hoof slip with high-speed video [1, 24, 33, 42]. The horses were filmed using four high-speed video cameras (Sony DSC-RX100M5) at 1000 frames per second, for an interval of approximately 3 s. The cameras were spaced 3.5 m apart, at a height of 75 cm; an arrangement that ensured the overall capture of at least one hoof strike per limb in each gallop run. The total field of view was approximately 15 m. We filmed on a straight section of each track, approximately 200 m from the start point. This study required a visual cue from which to track hoof motion in the sagittal plane. Custom-made hoof marker wands were therefore created, similar to previous studies [1, 24], with a design that ensured they projected above the ground level even on soft surfaces. They consisted of two wooden sticks glued together at 90 degrees, supporting white polystyrene balls that could be easily detected when filming at approximately 8.5 m away from the horse and jockey (Fig 1A; [41]). The hoof wands were secured to the lateral aspect of the right fore and right hind hooves of each horse using Superfast hoof adhesive [41], because we were filming from the right hand side. The central marker on the wand was tracked unless it was obscured in the video, in which case the upper left marker was used. Jockeys were additionally provided with a GPS device (Holux RCV 3000) to carry in their pocket during trials. This device recorded their position every second, and from these data, speed during gallop runs could be quantified.

Fig 1. Illustration of the change in vertical position of a marker fixed on the lateral aspect of the hoof.

Fig 1

A) Photograph of marker wand on the lateral aspect of the hoof. The accelerometer visible on the dorsal hoof wall was used in a different study component [26]. B) Screenshot of hoof at initial ground contact from Tracker software. C) Typical vertical trajectory of the marker into soft artificial surface during slip phase. D) Typical vertical trajectory of the marker on turf, incorporating bump over surface after the initial contact.

Data processing

Video data for 389 slip events from 207 gallop runs were available for processing from the 13 horses (14 horse—jockey pairs) testing the eight possible shoe—surface combinations. This incorporated 93 slip events from the leading forelimb, 107 slip events from the non-leading forelimb, 88 slip events from the leading hindlimb, and 101 slip events from the non-leading hindlimb. Occasionally, there were trials that did not generate any viable data due to the hoof marker wand breaking or becoming obscured by dirt kicked up by the horse, or because the horse ran close to the grass verge on the artificial track where the wand was out of view. There were also two trials where slip duration data were discounted because the horse was bucking or had become disunited.

Hoof slip duration reflects the time from when the hoof first contacts the ground surface (Fig 1B) until it enters the weight-bearing period of the stance phase and its position becomes largely fixed. By tracking the vertical trajectory of the hoof wand, the precise point at which the hoof contacted the ground could be identified; time point 1 (Fig 1C and 1D). The vertical trajectory of the marker was also used to help identify the point at which the hoof stabilised; time point 2 (Fig 1B and 1C). Emphasis was placed on evaluating the vertical rather than horizontal trajectory of the marker over time, simply because it had a more consistent trace at the point of entry into the weight-bearing phase. However, sometimes it was still challenging to identify time point 2 if there was not a clear inflexion point at the transition into mid-stance, and sometimes the hoof bounced on the turf surface (Fig 1D). Therefore, care was taken to always view the video footage, alongside plots of tracked x (horizontal) and y (vertical) coordinates to quantify a best estimate of the entire slip/sink window when the hoof was moving. The number of frames taken to complete the slip/sink phase was noted and used to calculate ‘slip’ duration (in frames).

To account for a possible influence of gallop speed on breakover duration, the mean gallop speed recorded by the GPS devices between the start and end of the camera set-up was evaluated. As detailed in [41], this was achieved by first identifying the location of the cameras using satellite imagery: they were identified to fall between 52.26579 N, 0.414454 E and 52.26564 N, 0.414711 E on the artificial track, and between 52.2657 N, 0.414237 E and 52.26556 N, 0.414531 E on the turf track. The speed and position of the horse in latitude-longitude space was then plotted alongside the camera position to identify the relevant speed data.

Statistics

Linear mixed models were implemented in SPSS to test for significant differences in hoof slip at landing, under the different shoe and surface conditions. Shoe, surface, speed, “shoe*surface interaction”, “shoe*speed interaction” and “surface*speed interaction” were defined as fixed factors, and horse—jockey pair ID and day were defined as random factors. Speed was also included as a covariate. The p value outputs for the interaction terms of these initial linear mixed models were evaluated. If any p values for interaction terms exceeded 0.1, then these terms were removed so ‘final’ models could be run with a reduced number of fixed terms to lower statistical noise. Histograms of models’ residuals were plotted, and normality was confirmed. The significance threshold in all statistical tests was set at p≤0.05.

Results

Table 1 presents a summary of the raw data for slip duration data sub-divided by shoe—surface combination and limb. The mean speed per condition is also indicated. The raw slip data are summarised according to surface and shoeing condition effects in Figs 2 and 3, respectively. Combined shoe and surface effects are shown in Fig 4. The data from the linear mixed models are summarised below for each limb type and reported in Tables 25.

Table 1. Summary of slip duration and speed data sub-divided by shoe–surface combination and limb.

The number of horse–jockey pairs available in the analysis of each condition is stated.

Shoe Surface Limb Number of observations Number of horse-jockey pairs Mean slip duration (ms) 2 S.D. slip duration (ms) Mean speed (km h-1) 2 S.D. speed (km h-1)
Aluminium Artificial Leading forelimb 15 12 19.53 8.31 42.94 12.71
Aluminium Artificial Non-leading forelimb 17 12 18.82 9.20 43.30 11.58
Aluminium Artificial Leading hindlimb 14 11 22.29 11.19 43.20 13.02
Aluminium Artificial Non-leading hindlimb 17 12 18.94 9.23 42.95 11.13
Aluminium Turf Leading forelimb 8 7 23.13 9.16 35.91 7.54
Aluminium Turf Non-leading forelimb 14 7 24.21 11.40 37.59 7.80
Aluminium Turf Leading hindlimb 8 7 17.88 11.73 35.91 7.54
Aluminium Turf Non-leading hindlimb 14 7 21.79 14.47 37.59 7.80
Barefoot Artificial Leading forelimb 14 13 20.29 11.70 41.30 15.24
Barefoot Artificial Non-leading forelimb 19 14 19.47 10.36 42.92 14.27
Barefoot Artificial Leading hindlimb 14 12 18.86 8.90 42.65 14.96
Barefoot Artificial Non-leading hindlimb 17 13 18.82 10.15 41.99 13.91
Barefoot Turf Leading forelimb 11 9 20.91 11.75 37.14 11.77
Barefoot Turf Non-leading forelimb 9 8 19.89 8.51 38.87 13.97
Barefoot Turf Leading hindlimb 12 9 15.50 6.47 38.72 15.69
Barefoot Turf Non-leading hindlimb 9 8 20.67 16.64 38.87 13.97
GluShu Artificial Leading forelimb 9 9 19.89 8.63 38.28 10.08
GluShu Artificial Non-leading forelimb 13 10 19.54 9.00 38.15 9.32
GluShu Artificial Leading hindlimb 9 9 17.56 7.56 38.28 10.08
GluShu Artificial Non-leading hindlimb 13 10 20.62 13.28 38.15 9.32
GluShu Turf Leading forelimb 13 8 24.69 13.62 35.09 11.79
GluShu Turf Non-leading forelimb 10 7 21.70 13.33 37.14 8.05
GluShu Turf Leading hindlimb 11 8 15.73 7.75 35.97 11.62
GluShu Turf Non-leading hindlimb 11 7 22.73 13.77 37.94 10.16
Steel Artificial Leading forelimb 13 11 21.00 6.43 41.71 13.91
Steel Artificial Non-leading forelimb 12 10 18.75 7.73 42.41 12.74
Steel Artificial Leading hindlimb 11 9 20.18 8.71 40.87 12.80
Steel Artificial Non-leading hindlimb 11 9 18.55 10.17 40.69 11.93
Steel Turf Leading forelimb 10 7 23.70 7.49 41.25 13.52
Steel Turf Non-leading forelimb 13 9 24.92 11.87 38.77 11.36
Steel Turf Leading hindlimb 9 7 16.89 12.39 41.33 14.33
Steel Turf Non-leading hindlimb 9 8 23.11 9.97 40.53 10.79

Fig 2. Boxplots illustrating the influence of surface on hoof slip duration for each limb.

Fig 2

Data for the artificial surface are shown in orange and data for the turf surface are shown in green. All comparisons were significant (*). The two outliers for the leading forelimb were from different horses.

Fig 3. Boxplots illustrating the influence of shoeing condition on hoof slip duration for each limb.

Fig 3

Data for the aluminium shoes are shown in pink; data for barefoot shoeing condition are shown in yellow; data for the GluShu shoes are shown in green; and data for the steel shoes are shown in blue. The significant difference between the aluminium and barefoot condition in the leading hindlimb is highlighted (*). Please note that the four outliers indicated came from four different horses.

Fig 4. Boxplots illustrating the influence of surface and shoeing condition on slip duration for each limb.

Fig 4

Data for the artificial surface are shown in orange and data for the turf surface are shown in green.

Table 2. Statistical results for the effect of shoe, surface and speed on hoof slip duration in each limb type.

Data are from the linear mixed models.

Limb Source F Sig.
Leading forelimb Shoe 1.40 0.249
Surface 3.95 0.050
Speed 11.51 0.001
Non-leading forelimb Shoe 0.54 0.656
Surface 10.37 0.002
Speed 0.43 0.515
Leading hindlimb Shoe 2.82 0.044
Surface 5.22 0.025
Speed 1.49 0.225
Non-leading hindlimb Shoe 0.30 0.826
Surface 5.96 0.018
Speed 0.29 0.595

Table 5. Linear mixed model estimated marginal means for shoe-surface effects on hoof slip duration.

Limb Shoeing condition Surface Mean Std. Error 95% Confidence Interval (lower bound) 95% Confidence Interval (upper bound)
Leading forelimb Aluminium Artificial 20.28 1.13 18.03 22.53
Turf 22.35 1.23 19.92 24.79
Barefoot Artificial 19.36 1.10 17.16 21.55
Turf 21.44 1.17 19.11 23.76
GluShu Artificial 20.96 1.22 18.53 23.38
Turf 23.03 1.25 20.54 25.52
Steel Artificial 21.95 1.18 19.60 24.30
Turf 24.03 1.21 21.63 26.43
Non-leading forelimb Aluminium Artificial 19.72 1.06 17.62 21.82
Turf 23.19 1.10 21.01 25.36
Barefoot Artificial 18.57 1.06 16.47 20.67
Turf 22.04 1.20 19.65 24.43
GluShu Artificial 18.82 1.17 16.50 21.14
Turf 22.29 1.29 19.72 24.86
Steel Artificial 20.17 1.18 17.83 22.52
Turf 23.64 1.15 21.35 25.93
Leading hindlimb Aluminium Artificial 21.38 1.17 19.05 23.71
Turf 18.93 1.26 16.42 21.43
Barefoot Artificial 17.72 1.14 15.46 19.98
Turf 15.27 1.17 12.95 17.59
GluShu Artificial 19.55 1.28 17.01 22.08
Turf 17.10 1.35 14.41 19.78
Steel Artificial 19.17 1.25 16.68 21.66
Turf 16.72 1.27 14.18 19.25
Non-leading hindlimb Aluminium Artificial 18.73 1.39 15.92 21.54
Turf 21.90 1.49 18.89 24.91
Barefoot Artificial 18.46 1.39 15.65 21.26
Turf 21.62 1.57 18.48 24.77
GluShu Artificial 20.04 1.51 17.00 23.08
Turf 23.21 1.60 19.99 26.43
Steel Artificial 18.99 1.57 15.86 22.13
Turf 22.16 1.66 18.83 25.49

Table 3. Linear mixed model estimated marginal means for surface effects on hoof slip duration.

Limb Surface Mean Std. Error 95% Confidence Interval (lower bound) 95% Confidence Interval (upper bound)
Leading forelimb Artificial 20.64 0.82 19.01 22.26
Turf 22.71 0.89 20.94 24.49
Non-leading forelimb Artificial 19.32 0.68 17.97 20.68
Turf 22.79 0.79 21.21 24.36
Leading hindlimb Artificial 19.45 0.86 17.74 21.17
Turf 17.00 0.93 15.14 18.86
Non-leading hindlimb Artificial 19.06 1.03 16.88 21.23
Turf 22.22 1.18 19.76 24.69

Table 4. Linear mixed model estimated marginal means for shoeing condition effects on hoof slip duration.

Limb Shoeing condition Mean Std. Error 95% Confidence Interval (lower bound) 95% Confidence Interval (upper bound)
Leading forelimb Aluminium 21.32 1.06 19.21 23.42
Barefoot 20.40 1.01 18.39 22.41
GluShu 22.00 1.12 19.77 24.22
Steel 22.99 1.08 20.85 25.13
Non-leading forelimb Aluminium 21.45 0.93 19.60 23.30
Barefoot 20.31 1.00 18.33 22.28
GluShu 20.56 1.11 18.35 22.76
Steel 21.91 1.04 19.85 23.96
Leading hindlimb Aluminium 20.15 1.09 17.98 22.32
Barefoot 16.49 1.02 14.47 18.52
GluShu 18.32 1.20 15.94 20.70
Steel 17.94 1.14 15.67 20.21
Non-leading hindlimb Aluminium 20.32 1.28 17.69 22.94
Barefoot 20.04 1.33 17.35 22.73
GluShu 21.63 1.41 18.77 24.48
Steel 20.58 1.48 17.61 23.55

Non-leading hindlimb

Preliminary models for the non-leading hindlimb indicated that all interaction terms had p values ≥0.245. The final model indicated that shoeing condition and speed had insignificant effects on hoof slip duration (p = 0.826 and p = 0.595, respectively) but surface was significant (p = 0.018). The estimated marginal means for surface effects indicated that slip duration was 3.2 ms longer on turf than on the artificial surface.

Leading hindlimb

Preliminary models for the leading hindlimb indicated that all interaction terms had p values ≥0.117. The final model indicated that speed did not have a significant effect on slip duration (p = 0.225) but shoeing condition and surface had a significant effect on hoof slip duration (p = 0.044 and p = 0.025, respectively). The estimated marginal means indicated that slip durations were 3.7 ms longer for the aluminium shoe than for the barefoot condition, and 2.5 ms longer on the artificial surface than on turf. Although the models did not identify a significant relationship between slip duration and speed, when the raw data were plotted (Fig 5) there appeared to be a weak positive correlation (p = 0.031, r2 = 0.053).

Fig 5. Relationship between slip duration and speed in the leading forelimb.

Fig 5

The solid black line represents the linear best fit to the raw data with the 95% confidence interval shown as a grey band. R2 and p values indicated were quantified based on the raw data plotted (rather than linear mixed model outputs). Data are coloured according to surface and shapes indicate shoeing condition.

Non-leading forelimb

Preliminary models for the non-leading forelimb indicated that all interaction terms had p values ≥0.127. The final model indicated that shoeing condition and speed did not have a significant effect on slip duration (p = 0.656, and p = 0.515, respectively), but surface was significant. The estimated marginal means for surface effects indicated that slip duration was 3.5 ms longer on turf.

Leading forelimb

Preliminary models for the leading forelimb indicated that all interaction terms had p values ≥0.233. The final model indicated that shoeing condition had no significant effect (p = 0.249) but surface was significant (p = 0.050). The estimated marginal means for surface effects suggested that slip duration was 2.1 ms longer on turf. The model also indicated that speed had a significant effect on hoof slip in the leading forelimb (p = 0.001). There was a decreasing slip duration with increasing speed (Fig 2, r2 = 0.169).

Discussion

The impact of shoe and surface conditions on hoof slip duration at gallop depended on the limb evaluated. Surface type significantly affected hoof slip in all limbs, and for the forelimbs and the non-leading hindlimb hoof slip duration was longer on turf compared to the artificial surface, by 2.1 to 3.5 ms. However, the leading hindlimb was associated with a mean slip duration that was 2.5 ms shorter on turf compared to on the artificial surface. In addition, the leading hindlimb was the only limb that was sensitive to shoeing condition, with a significantly longer slip duration associated with the aluminium shoe compared to barefoot.

The reason for the differing response of the leading hindlimb may be linked to its key role in diverting the centre of mass trajectory from downwards and forwards to upwards and forwards during the stride cycle [43]. Overall, slip durations were also shortest in the leading hindlimb, but similar amongst the other limb types (Table 1). In asymmetrical gaits, including canter and gallop, the leading hindlimb reaches out further ahead of the body during the swing phase and is more protracted compared to the non-leading hindlimb [44, 45]. The leading hindlimb reaches a greater distance in a given swing time by having more flexed elbow, hip and tarsal joints [45]. Coupled with this, previous work has also indicated that the leading hindlimb has the highest vertical hoof velocities, and reduced horizontal velocities relative to the non-leading hindlimb [33]. This should minimise the delay in force redirection and increase grip for acceleration and manoeuvring using the hindlimb musculature, which will be particularly important on high-speed turns [46]. A reduced slip duration should mean that there is increased time for the hoof to produce vertical force efficiently, and this may limit peak force. Force plate data from galloping horses are in support of this idea, as peak ground reaction forces were found to be lowest in the leading hindlimb [47]. Consequently, minimising slip duration during propulsive efforts in the hind end may also lessen the risk of injury.

In terms of our surface observations, if there is a higher vertical hoof velocity in the leading hindlimb then more rapid vertical sinking into the ground surface should be expected, when surface properties permit. Soft deformable surfaces, such as all-weather waxed surfaces, give rise to higher vertical hoof velocities, when compared to turf [42, 48, 49]. Hence, in this study, the soft artificial surface should facilitate proportionally more ‘vertical sink’ in the slip phase for the leading hindlimb than for the other limbs. In contrast, if the hooves of non-leading hindlimb and the forelimbs experience higher horizontal hoof velocities [33], then a longer horizontal sliding component of the total slip period may be expected on the turf surface in these limbs. This is because there should be reduced resistance to the forwards movement of these limbs as they will be less anchored into the less compliant turf surface, where vertical hoof sink is limited. Turf is also expected to have a lower coefficient of static friction, which will allow the hoof to slide more easily, thereby increasing hoof deceleration time and distance [36]. In the forelimbs and non-leading hind, we found slip durations were 14–19% lower on the artificial surface than on turf. For comparison, a study investigating hoof slip distances on dirt versus synthetic surfaces in horses breezing found their synthetic surface was associated with 40% less horizontal translation [24]. However, it is not clear to what extent these studies considered the vertical versus horizontal movement of the hooves separately at landing. Our study has emphasised the differing response of hooves on different surfaces depending on the associated limb, and this is likely a product of altered horizontal and vertical hoof velocities amongst the different hooves in the galloping gait. Therefore, when considering the impact of different racetrack properties for hoof landing kinematics, racehorse trainers and associated personnel will need to evaluate each limb/hoof separately. In our study, jockeys perceived there to be increased slip on the turf than on the artificial track [39], suggesting their perceptions of the hoof-ground interaction during landing most closely align with the behaviour of the forelimbs and non-leading hindlimb. However, it is also important to note that specific surface properties, including temperature, moisture content and composition will affect surface response at hoof-contact [50, 51], and may influence slip durations. All the outliers indicated on Figs 2 and 3 represent data collected on turf surfaces, suggesting the turf was more prone to extreme variations in hoof slip. It is a limitation of this study that surface properties were not objectively tested.

The shorter slip durations for the leading hindlimb are consistent with higher impact accelerations in this limb [26]. Peak hoof decelerations have been found to correlate with peak hoof ground reaction force in horses galloping horses on dirt, synthetic and turf surfaces [25]. Therefore, shorter slip durations and faster hoof decelerations in the leading hindlimb are expected to be associated with higher limb loading and greater stresses being transferred to the proximal musculoskeletal structures, which may increase injury risk [24, 34]. For example, repetitive impulse loading can damage subchondral bone and articular cartilage [13, 15]. This effect may be exacerbated on the firmer turf, where tri-axial impact accelerations are reported to be higher compared to the softer artificial surface [26]. However, it is interesting to note that there appears to be a lower incidence of injuries in hindlimbs [22], suggesting that other factors could be important in the aetiology of injuries. At present, differences in reported incidences of musculoskeletal injuries and common and conflicting risk factors across different racetracks and countries [52] make it challenging to identify the limb(s) most at risk from alterations to hoof slip. Also, it is worth emphasising that establishing an appropriate balance between vertical sink and horizontal slide is important, and limitations to overall ‘slip’ durations are required. For example, in jumping horses greater slide increases extension of the coffin joint and therefore the load on the deep digital flexor tendons, and a greater penetration depth of the toe of the hoof is expected to increase risk of injury to the collateral ligament of the coffin joint [53]. In addition, it appears that there is not necessarily a simple horizontal translation of the hoof across certain surfaces, such as turf, but often a ‘bounce’ after the initial contact (Fig 1D). This could indicate that a lot of the impact shock is absorbed by the structures of the hoof and distal limb, rather than by the deformation of the surface, which may predispose to injuries such as sore shins, fractures to the cannon bone, splints or tendon injuries.

Shoeing has been proposed as an important factor for dissipating foot impact forces [2, 54]. In the current study, there were few differences amongst slip durations in the different shoeing conditions, with only a significantly longer slip duration being found for the aluminium shoe condition when compared to barefoot in the leading hindlimb (Fig 3). This goes against jockey opinion, which indicated that there were several significant differences in slip amongst the shoeing conditions, and the jockeys actually suggested that slip was decreased for the aluminium shoe compared to barefoot [39]. However, we did not ask the jockeys to differentiate between slip duration and slip distance, which may explain the discrepancy. The reason for the observed increase in slip durations for the aluminium shoe versus the barefoot condition, as quantified in this study, may be linked to differing limb trajectory during the swing phase and/or just before landing, plus the relatively low mass of the aluminium shoe (relative to the other shoe types) serving to prolong the time taken for the hoof to stabilise and sink during landing. Nonetheless, the general similarity between slip times in different shoeing conditions in this study and previous work [2, 35], could suggest that horses alter their gait to compensate for grip characteristics of the shoe and maintain a constant slip time. For example, the hoof slip duration in cantering horses trialling shoes with and without a lateral heel stud, found that slip durations were only affected in the non-leading forelimb [35]. In addition, slip times and distances were not significantly different for horses trotting over concrete in either steel, rubber or plastic shoes, despite the craniocaudal decelerative force being reduced in the plastic shoes [2]. As in humans, it is possible that under slippery shoe-surface conditions, awareness of a potential slip could alter how the different limbs approach the ground surface and prior slip experience may alter the anticipatory muscle activation and how the hoof interacts with the floor [55]. A horse may alter its limb flight patterns and foot placement to compensate for different shoeing conditions through altering joint angles, joint angular velocities and foot velocity at impact [56].

The mean slip duration recorded here was 20.3 ± 11.2 ms (mean ± 2 s.d., unless otherwise stated), with values ranging from 8–41 ms. These data appear consistent with values that may be calculated from foot velocity and slip distance plots [33] and are mostly within error of hoof slip durations of 37 ± 14 ms and 31 ± 14 ms previously quantified on dirt and synthetic surfaces, respectively, at gallop [24]; these studies also quantified slip from video footage. For horses trotting on concrete, slip durations were approximately 20 ms, and hence also similar to the values we recorded in horses galloping on softer turf and artificial surfaces. Hoof slip durations quantified at slower gaits were also of similar magnitude; for example, horses trotting on sand experienced a mean total slip time of 28.1 ± 8.8 ms [1] and on a stone dust track, the absolute length of the hoof-braking period for Standardbred trotters was between 30 and 50 ms, independent of trot speed [34]. Mean slip durations amongst limbs in cantering horses have been reported to range from 30–39 ms [35]. However, direct comparisons of gait and shoe-surface effects on slip duration across studies are made challenging by different data collection and analysis methods, and the inclusion of different horse types that contrast in conformation and discipline, for example. Using a purely kinematic technique to detect hoof contact and slip-stop may introduce errors, particularly at low frame rates [1, 33, 35], and the above data indicate quite high variability on measurements. It is also worth noting that our models identified no significant effect of speed on hoof slip duration for the non-leading forelimb and hindlimbs, and there was only a weak negative correlation for the leading forelimb (Fig 5). The observation of a reduction in slip duration in the leading forelimb as speed increases may be related to the fact that at higher speeds there is less time available for the hoof to be in contact with the ground. However, given that the correlation is weak, the true impact of this relationship is likely to be minor. Instead, it seems that the specific hoof in question and the surface involved have a greater influence on total slip duration than overall speed.

Improving understanding of the factors controlling slip duration is important, as the slip phase represents a period of uncertainty for the neuromechanics of the horse and a period during which force redirection is delayed. At present, we do not know the most clinically relevant limb in which to prioritise optimal slip type. If forelimbs are most likely to fracture [22], the emphasis might initially be placed on further investigations into the forelimbs. However, the exact nuances of the likelihood of injury are a complex interplay of various additional race characteristics including, but not limited to, horse age, sex, race distance and field size [18, 19, 52]. In addition, alterations to traction at the hoof-surface interface can also impact upper body movement asymmetry [57], and the relevance of this in racing contexts requires investigation. Future work should seek to quantify the implications of altered slip durations on racehorse upper body biomechanics at gallop, as this will be relevant for injury mechanics in both the horses and their jockeys.

Conclusion

This study investigated the duration of hoof slip in galloping racehorses as they trialled eight shoe-surface combinations. We found that hoof slip duration was limb specific: the forelimbs and the non-leading hind had longer hoof slip durations on turf compared to the artificial surface, whereas the leading limb had shorter hoof slip durations on turf. The leading hindlimb was also sensitive to shoeing condition, with increased slip durations found for an aluminium shoe compared to barefoot. A differing response of the leading limb to shoe and surface conditions, and its overall shorter hoof slip durations, may be related to its important role in redirecting the horse’s centre of mass during the stride cycle and its higher vertical hoof velocities pre-impact. The interaction between hooves and the surfaces they are galloping over is at the heart of the risk of slippage, fractures and falls. Therefore, these findings are relevant for understanding the stability of the hoof and distal limb during landing and the likely resulting concussive forces and loading rates, which may bear relevance for injury risk.

Acknowledgments

The authors would like to thank the British Racing School for facilitating access to horses, jockeys and facilities. Jessica Josephson, Edward Evans, Alice Morrell, Morgan Ruble and Hazel Birch-Ellis from the Royal Veterinary College and Simon Curtis are all thanked for their assistance and support with data collection.

Data Availability

All relevant raw data are available in figshare at https://doi.org/10.6084/m9.figshare.26865769.v1.

Funding Statement

This research was funded by the Horserace Betting Levy Board, project 4497, Prj786, grant titled ‘S.A.F.E.R.’ (Shoe Assessment for Equine Racing).

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Decision Letter 0

Tzen-Yuh Chiang

19 Jun 2024

PONE-D-24-21823Hoof slip duration at impact in galloping Thoroughbred ex-racehorses trialling eight shoe-surface combinationsPLOS ONE

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Reviewer #2: Yes

Reviewer #3: Yes

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Reviewer #1: I Don't Know

Reviewer #2: Yes

Reviewer #3: Yes

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Reviewer #1: Overall this paper provides some data on the slip in different limbs during gallop with 4 different shoeing conditions on 2 different surfaces. These observations are of potential use to underpin investigations into the development of injury in sport horses.

The measurement of hoof slip through kinematics is prone to many errors that were not mentioned or discussed although some of the causes of loss of data were mentioned in lines 120-123.

As one horse was ridden by 2 jockeys, the number of jockey/horse pairs was given as 14 for the 13 horses. It is not clear to this reviewer how this was treated in the statistics, nor whether that one horse provided data for both jockeys in all the different treatments.

It seems that not all the 13 horses that were used provided data for all the different conditions. Table 1 shows that the number of observations of hoof slip varied between 7 and 19 with more than half (17) below the number of horses for any of the 32 combinations of 4 limbs, 2 surfaces and 4 shoeing types. Hence it is clear that not all the 13 horses provided data in all the 32 possible combinations for slip in each of the limbs.

Further, in Table 1 the number of horse jockey pairs that provided data for each of the 8 experimental conditions is below 13 in all but one condition (barefoot artificial).

The authors are to be congratulated for clearly providing this data, but it does require some further discussion as to whether the surface characteristics (limitation mentioned in line 254) that were described as varying from soft to good/firm (line99) for the grass showed any relationship with the likelihood of a measurement being acquired. This might then better support the statement in Line 308 “However, overall it seems that the specific hoof in question and the surface involved have a greater influence on total slip duration than overall speed.”

Reviewer #2: Congratulations on the series of articles. My minor revision decision implies the possible correction of the following aspects:

L 83 I suggest using the International system and converting horse hand to meters.

L 108-111 and L137 there is a discrepancy between the text (A. Photograph of marker wand on the hoof.) and the additional presence in the photograph of an accelerometer mounted to the hoof.

L 223 “hinlimb” is misspelled

L 222-224 For a better accuracy and understanding, I suggest completing the cited information from Back W. et al (reference 37) with some more details: “The elbow and hip joints were more flexed at impact, at maximal extension and at maximal flexion of the leading limb, whereas the stifle joint was more extended at impact.”

L 410 Please correct reference: McClinchey, H., Thomason, J., and Runciman, R. Grip and slippage of the horse's hoof on solid substrates measured ex Vivo. Biosystems Engineering, 2004, 89(4), S. 485-494. doi:10.1016/j.biosystemseng.2004.08.004

Reviewer #3: PLOS ONE TB SURFACE

17 I’d try to combine the first two sentences as the first one is so general so it doesn’t add to the abstract. Consider

Horseshoes used during racing are a major determinant of safety as they play a critical role in providing traction with the ground surface.

I’d also follow up with a sentence explaining if longer or shorter slip durations were considered optimal or highlight that both too much or too little can cause injury.

31 tracks

34 I’d avoid sensitivity as this is linked to epi and statistics. Is there a better term?

Also, This last sentence is not in past tense and its not clear what the meaning is, please rephrase. How would these findings affect farrier decisions perhaps?

38-40 where are the forelegs? Break downs are commonly foreleg issues

42 please include if a longer or shorter duration of slip is more likely to contribute to injury. or highlight that both too much or too little can cause injury. Maybe move eg of too much and too little refs up closer to the top.

89 so were trials with the same horse but a different jockey counted as different experiences? How did you account for this statistically as I don’t know this would could or should count as different?

45-46 this seems like half of a sentence? Missing a reduced bending moments when?

47 who has shown hoof slip to affect jarring? How would it do that?

48-49 needs to be higher up. Do the refs 1 and 2 support this? Has slip been shown to decrease the rate of energy dissipation?

59 the limited to 3/8 height refers to the shoe or the studs please clarify

69 what is solear? Please clarify?

Intro- generally there wasn’t explicit discussion on the effect of speed and slip which the abstract made it sound as if this was looked at, possibly more should be added here on that. I also think there should be mention of common race horse injuries (break down and otherwise, ideally with commentary on surface type and limb affected) to see where shoeing impacts would be most important.

88i don’t think you need the e.g. and can just leave the ref same for line 101

89 if the pairs were fixed I’m unclear about 14 horse jockey pairings? Does that include shoes? May need a supplemental diagram

103 I know this was previously published, but there should be a brief comment about where on the track the filming occurred aka on a straight segment and how far after the gate. Also a comment on calibration when it seems horses had varied distances from the camera.

125which marker (of the 3seen) on the hoof wand was used? Can you grab an image from the markers at first contact and make it a 4 panel?

Table 1, I am unclear about why the jockey horse pairs differed so much some were 7 and others 12 please explain more in above methods +/-supplemental figure.

I don’t think you need the shoe-surface combo column since you outlined that in the first two columns, this would allow it to be a bit bigger

Table 2 what is the N:? it looks as if speed is significant for the leading forelimb (how is it sig? directionality), with shoe only significant in the leading hindlimb (what shoe type particularly)?? The abstract doesn’t read as such.

Table 3 this needs more clarity in the table legend, is this on slip? This applies to the following tables as well.

Fig 2, discussion should include which of these areas we are trying to optimize slip type in, aka is it more important to have less slip in the leading hind leg because of commonly reported injuries? Or in one of the forelegs? Aka what is the most clinically relevant limb to prioritize an optimal slip type? Or do we just not know?

Add in N

Fig 3, are the outliers all the same horse? Is this across all surfaces? Is it still significant if you just look at the surface individually?

185, but surface was significant, with slip being longer/shorter under what conditions?

Gen comment, I don’t think you have to have the p value to 3 digits beyond the decimal but please adhere to journal rules.

Sentences 190-192 are what I am looking for up in 185

194 if you leave the Pearson correlation in please add to methods. Why does this R2 differ from the one in Fig 4? Is that just for the leading hind limb? If you report this one you should do for the other limbs as well please

Fig 4 here you have P <0.001 but I think this is referring to the line 204 which has p=0.001

It looks like lower speed has more slip- hoping this is discussed.

DISCUSSION

230-231 I’d like this idea to be brought into the conclusions of the abstract vs what is there. I’d still like more discussion of commonly reported injury areas in relation to racing and track types. Aka how often is the leading hind limb injured vs forelimbs etc. are there more hind end soft tissue injuries which would make sense with the greater slip and would agree with prev lit. you touch on it in 264 but for clinical relevance the more commonly injured legs would seem to be the ones you’d pay most attention to in regards to optimizing slip.

275-277 with a longer slip duration for the aluminum shoe vs barefoot this would seem to be the same thing that the jocks were saying where they felt the slip was increased for the aluminum shoe. If you meant these to be in agreement I’d remove the actually as it makes it sound as if the two statements wouldn’t agree. I don’t see the discrepancy? Or is it that it only occurred in one instance vs more? Please clarify.

291-2- were these assessed with the different shoes? Is that a paper to come out soon? Was stride length and frequency calculated in the different shoes?

308-309 also better to be added to the abstract conclusions than what is there. Aka being explicit that slip is hoof specific

Where are your limitations? There was one above re not testing surface moisture and other characteristics but was that really it?

Ref 26 has some odd A figures in it?

I’d love to see the Fig S1actually be in the paper

**********

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PLoS One. 2024 Oct 11;19(10):e0311899. doi: 10.1371/journal.pone.0311899.r002

Author response to Decision Letter 0


22 Jul 2024

Response to Reviewers

Reviewer #1

Overall this paper provides some data on the slip in different limbs during gallop with 4 different shoeing conditions on 2 different surfaces. These observations are of potential use to underpin investigations into the development of injury in sport horses.

We would like to thank the reviewer for their helpful review. Please find below our point-by-point response to each of their suggestions.

The measurement of hoof slip through kinematics is prone to many errors that were not mentioned or discussed although some of the causes of loss of data were mentioned in lines 120-123.

We have added the following caveat statement to our discussion:

“Using a purely kinematic technique to detect hoof contact and slip-stop may introduce errors, particularly at low frame rates [1,25,47], and the above data indicate quite high variability on measurements.”

As one horse was ridden by 2 jockeys, the number of jockey/horse pairs was given as 14 for the 13 horses. It is not clear to this reviewer how this was treated in the statistics, nor whether that one horse provided data for both jockeys in all the different treatments.

It seems that not all the 13 horses that were used provided data for all the different conditions. Table 1 shows that the number of observations of hoof slip varied between 7 and 19 with more than half (17) below the number of horses for any of the 32 combinations of 4 limbs, 2 surfaces and 4 shoeing types.

Hence it is clear that not all the 13 horses provided data in all the 32 possible combinations for slip in each of the limbs.

Further, in Table 1 the number of horse jockey pairs that provided data for each of the 8 experimental conditions is below 13 in all but one condition (barefoot artificial).

We explain that “horse-rider pair” was entered as a random factor into the model in the “Statistics” section. There were 14 horse rider pairs. Horse 1, which was used for two jockeys, did not complete all conditions with each jockey.

For clarity, we now reference one of our other manuscripts (Horan et al., 2021), which details all combinations completed by each horse and rider in Table 1 of that manuscript.

“The shoe-surface combinations completed by each horse-jockey pair are summarised in [29], but please note that video footage was not available for one horse and therefore 14 (rather than 15 horse-jockey pairs, as per [29]) are included in the current study.”

The authors are to be congratulated for clearly providing this data, but it does require some further discussion as to whether the surface characteristics (limitation mentioned in line 254) that were described as varying from soft to good/firm (line99) for the grass showed any relationship with the likelihood of a measurement being acquired.

We have now included the following information from our previous related manuscripts:

“Trials took place across multiple days for each horse-jockey pair to acquire data for as many of the eight possible shoe–surface combinations as was feasible; limitations were imposed due to horse and jockey availability and routine turf accessibility restrictions implemented by the BRS to avoid ‘hard’ going [31].”

We have also clarified:

“The shoe-surface combinations completed by each horse-jockey pair are summarised in [29], but please note that video footage was not available for one horse and therefore 14 (rather than 15 horse-jockey pairs, as per [29]) are included in the current study.”

This might then better support the statement in Line 308 “However, overall it seems that the specific hoof in question and the surface involved have a greater influence on total slip duration than overall speed.”

Reviewer #2:

Congratulations on the series of articles. My minor revision decision implies the possible correction of the following aspects:

We would like to thank the reviewer for their comments and suggestions to improve our manuscript.

L 83 I suggest using the International system and converting horse hand to meters.

This has been amended.

L 108-111 and L137 there is a discrepancy between the text (A. Photograph of marker wand on the hoof.) and the additional presence in the photograph of an accelerometer mounted to the hoof.

In the caption, we now clarify that the accelerometer was used in a different study component (Horan et al., 2022).

L 223 “hinlimb” is misspelled

This has been corrected.

L 222-224 For a better accuracy and understanding, I suggest completing the cited information from Back W. et al (reference 37) with some more details: “The elbow and hip joints were more flexed at impact, at maximal extension and at maximal flexion of the leading limb, whereas the stifle joint was more extended at impact.”

Thank you for this suggestion and we looked at how we might add in this extra information. However, as our discussion point was referencing the swing phase rather than the impact we did not feel this was appropriate here.

L 410 Please correct reference: McClinchey, H., Thomason, J., and Runciman, R. Grip and slippage of the horse's hoof on solid substrates measured ex Vivo. Biosystems Engineering, 2004, 89(4), S. 485-494. doi:10.1016/j.biosystemseng.2004.08.004

This has been corrected.

Reviewer #3: PLOS ONE TB SURFACE

We would like to thank the reviewer for their detailed and helpful suggestions to improve our manuscript.

17 I’d try to combine the first two sentences as the first one is so general so it doesn’t add to the abstract. Consider

Horseshoes used during racing are a major determinant of safety as they play a critical role in providing traction with the ground surface.

Thank you for this suggestion. We now include this as our first sentence.

I’d also follow up with a sentence explaining if longer or shorter slip durations were considered optimal or highlight that both too much or too little can cause injury.

We have added the following:

“Although excessive hoof slip is detrimental and can predispose to instabilities, falls and injuries, some slip is essential to dissipate energy and lower stresses on the limb tissues during initial loading.”

31 tracks

This word has been added.

34 I’d avoid sensitivity as this is linked to epi and statistics. Is there a better term?

We have replaced “sensitivity” with “response”.

Also, This last sentence is not in past tense and its not clear what the meaning is, please rephrase. How would these findings affect farrier decisions perhaps?

We have replaced with the following:

“This study emphasises the importance of evaluating individual limb biomechanics when applying external interventions that impact the asymmetric galloping gait of the horse. Hoof slip durations and the impact of shoe-surface effects on slip were limb specific. Further work is needed to relate specific limb injury occurrence to these hoof slip duration data.”

38-40 where are the forelegs? Break downs are commonly foreleg issues

We no longer include highlights, as this is not required by PLOS ONE.

42 please include if a longer or shorter duration of slip is more likely to contribute to injury. or highlight that both too much or too little can cause injury. Maybe move eg of too much and too little refs up closer to the top.

We have added that “both too much or too little can cause injury” to our second sentence. We have also considerably restructured our introduction and added additional references on epidemiological studies pertaining to racehorse injuries.

89 so were trials with the same horse but a different jockey counted as different experiences? How did you account for this statistically as I don’t know this would could or should count as different?

We included horse-jockey pair ID as a random factor, as noted in the statistics section.

45-46 this seems like half of a sentence? Missing a reduced bending moments when?

We have adjusted the sentence to include “hoof slip ensures…” to improve clarity.

47 who has shown hoof slip to affect jarring? How would it do that?

Pardoe et al., 2001 mention the impact of slip on jarring. However, we have simplified this sentence to only mention “high frequency oscillations”.

48-49 needs to be higher up. Do the refs 1 and 2 support this? Has slip been shown to decrease the rate of energy dissipation?

We have moved this sentence. Hoof slip permits increased energy dissipation.

59 the limited to 3/8 height refers to the shoe or the studs please clarify

The 3/8 height refers to the studs. We have clarified this in the manuscript.

69 what is solear? Please clarify?

We have replaced “solear protrusions” with “protrusions from the sole”.

Intro- generally there wasn’t explicit discussion on the effect of speed and slip which the abstract made it sound as if this was looked at, possibly more should be added here on that.

We have added the following sentence:

“In addition, as hoof accelerations were previously found to show a speed-dependent response to shoe and surface combinations in this sample population [29], we were also interested to investigate how shoe-surface condition might impact slip duration across different gallop speeds.”

I also think there should be mention of common race horse injuries (break down and otherwise, ideally with commentary on surface type and limb affected) to see where shoeing impacts would be most important.

We expanded on our introduction to include these points.

88i don’t think you need the e.g. and can just leave the ref same for line 101

We have amended to the reviewer’s preference, in each case.

89 if the pairs were fixed I’m unclear about 14 horse jockey pairings? Does that include shoes? May need a supplemental diagram

We have now included the following information:

“The shoe-surface combinations completed by each horse-jockey pair are summarised in [29], but please note that video footage was not available one horse and therefore 14 (rather than 15 horse-jockey pairs, as per [29]) are included in the current study.”

103 I know this was previously published, but there should be a brief comment about where on the track the filming occurred aka on a straight segment and how far after the gate. Also a comment on calibration when it seems horses had varied distances from the camera.

The distance from the cameras was not considered as we were quantifying slip time not slip distance.

We have added that we filmed on a straight segment to the methods:

Line 128: “We filmed on a straight section of the track, approximately 200 m from the start point.”

125which marker (of the 3seen) on the hoof wand was used? Can you grab an image from the markers at first contact and make it a 4 panel?

The central marker was tracked unless it was obscured in the video, in which case the upper left marker was used. This detail has been added to the manuscript.

We have added an addition panel to the figure with a screenshot of the hoof at first contact, as suggested.

Table 1, I am unclear about why the jockey horse pairs differed so much some were 7 and others 12 please explain more in above methods +/-supplemental figure.

We have now included the following information from our previous related manuscript:

“Trials took place across multiple days for each horse-jockey pair to acquire data for as many of the eight possible shoe–surface combinations as was feasible; limitations were imposed due to horse and jockey availability and routine turf accessibility restrictions implemented by the BRS to avoid ‘hard’ going [31].”

We have also clarified:

“The shoe-surface combinations completed by each horse-jockey pair are summarised in [29], but please note that video footage was not available one horse and therefore 14 (rather than 15 horse-jockey pairs, as per [29]) are included in the current study.”

I don’t think you need the shoe-surface combo column since you outlined that in the first two columns, this would allow it to be a bit bigger

We have deleted this.

Table 2 what is the N:? it looks as if speed is significant for the leading forelimb (how is it sig? directionality), with shoe only significant in the leading hindlimb (what shoe type particularly)?? The abstract doesn’t read as such.

We apologise if this was not clear but note that we do already expand on these points in the text.

First, in the leading forelimb section of the results, we explained that there was a decreasing slip duration with increasing speed; this is also shown in figure 2.

In the abstract, we explained that “In the leading hindlimb, slip durations were also significantly longer for the aluminium condition compared to barefoot, by 3.7 ms.”

Table 3 this needs more clarity in the table legend, is this on slip? This applies to the following tables as well.

We have added that this in “on hoof slip duration” to Tables 3–5.

Fig 2, discussion should include which of these areas we are trying to optimize slip type in, aka is it more important to have less slip in the leading hind leg because of commonly reported injuries? Or in one of the forelegs? Aka what is the most clinically relevant limb to prioritize an optimal slip type? Or do we just not know?

We have added the following to the discussion:

“In addition, at present, we do not know the most clinically relevant limb in which to prioritise optimal slip type. The exact nuances of the likelihood of injury are a complex interplay of various additional race characteristics including, but not limited to, horse age, sex, race distance and field size [7,18,19]. However, given that forelimbs appear most likely to fracture, emphasis might initially be placed on further investigations into the forelimbs.”

Add in N

The full number of observations per condition are available in Table 1.

Fig 3, are the outliers all the same horse? Is this across all surfaces? Is it still significant if you just look at the surface individually?

No, the outliers were for different horses:

• The outlier for the leading fore was Horse 11 (Horse-jockey pair 11): GluShu on turf

• The outlier for the non-leading forelimb was Horse 10 (Horse-jockey pair 10): steel on turf

• The outlier for the aluminium condition in the non-leading hind is Horse 13 (Horse-jockey pair 13): barefoot on turf.

• The outlier for the barefoot condition in the non-leading hind is Horse 1 (Horse-jockey pair 1): barefoot on turf.

We have added a note to the captions of Figs 2 and 3, explaining that outliers came from different horses. In addition, we have added the following sentence to our discussion: “All of the outliers in Figs 2 and 3 represent data collected on turf surfaces, suggesting the turf was more prone to extreme variations in hoof slip.”

The mixed model approach evaluates surface (and shoe-type) individually and the surface effects are shown in Figure 2.

185, but surface was significant, with slip being longer/shorter under what conditions?

Yes, and we explain on line 186 (original version) that “The estimated marginal means for surface effects indicated that slip duration was 3.2 ms longer on turf.”

We have now clarified “…longer on turf than on the artificial surface” but we are unclear what additional information the reviewer requires here?

Gen comment, I don’t think you have to have the p value to 3 digits beyond the decimal but please adhere to journal rules.

PLOS ONE does not appear to specify the precision required on p values, so we have left this as is.

Sentences 190-192 are what I am looking for up in 185

Please see response above.

194 if you leave the Pearson correlation in please add to methods. Why does this R2 differ from the one in Fig 4? Is that just for the leading hind limb? If you report this one you should do for the other limbs as well please

Figure 4 is for the leading forelimb. The R2 reported in line 194 is for the leading hindlimb.

We have now included a four-part figure, showing the relationship between slip and speed for all limbs. Figure 4 is based on the raw data.

Fig 4 here you have P <0.001 but I think this is referring to the line 204 which has p=0.001

It looks like lower speed has more slip- hopi

Attachment

Submitted filename: Response to Reviewers_Final.docx

pone.0311899.s001.docx (35.2KB, docx)

Decision Letter 1

Tzen-Yuh Chiang

19 Aug 2024

PONE-D-24-21823R1Hoof slip duration at impact in galloping Thoroughbred ex-racehorses trialling eight shoe-surface combinationsPLOS ONE

Dear Dr. Horan,

Thank you for submitting your manuscript to PLOS ONE. After careful consideration, we feel that it has merit but does not fully meet PLOS ONE’s publication criteria as it currently stands. Therefore, we invite you to submit a revised version of the manuscript that addresses the points raised during the review process.

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PLOS ONE

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Reviewer #2: All comments have been addressed

Reviewer #3: (No Response)

**********

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Reviewer #3: Yes

**********

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Reviewer #3: Yes

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Reviewer #2: (No Response)

Reviewer #3: thanks for the changes.

minor comments

PLOS one_hoof slip_2024_revision1

62 spellout US

65 spell out UK

Fig 3, the star is just over the aluminumshoes in the leading hind, more detail in the figure legend should be given to understand what comparison is significant.

Fig 5 discussion of statistical significance and a correlation vs a true impact should be discussed as the R^2 are exceptionally weak.

**********

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PLoS One. 2024 Oct 11;19(10):e0311899. doi: 10.1371/journal.pone.0311899.r004

Author response to Decision Letter 1


6 Sep 2024

Reviewer #3:

thanks for the changes.

minor comments

62 spellout US

This has been amended.

65 spell out UK

This has been amended.

Fig 3, the star is just over the aluminumshoes in the leading hind, more detail in the figure legend should be given to understand what comparison is significant.

We have added additional detail to the legend as requested.

Fig 5 discussion of statistical significance and a correlation vs a true impact should be discussed as the R^2 are exceptionally weak.

We have adjusted the discussion paragraph on this figure to further emphasise the weak correlation: “It is also worth noting that our models identified no significant effect of speed on hoof slip duration for the non-leading forelimb and hindlimbs, and there was only a weak negative correlation for the leading forelimb (Fig 5). The observation of a reduction in slip duration in the leading forelimb as speed increases may be related to the fact that at higher speeds there is less time available for the hoof to be in contact with the ground. However, given that the correlation is weak, the true impact of this relationship is likely to be minor. Instead, it seems that the specific hoof in question and the surface involved have a greater influence on total slip duration than overall speed.”

Attachment

Submitted filename: Response to Reviewers_Final2.docx

pone.0311899.s002.docx (36.5KB, docx)

Decision Letter 2

Tzen-Yuh Chiang

27 Sep 2024

Hoof slip duration at impact in galloping Thoroughbred ex-racehorses trialling eight shoe-surface combinations

PONE-D-24-21823R2

Dear Dr. Horan,

We’re pleased to inform you that your manuscript has been judged scientifically suitable for publication and will be formally accepted for publication once it meets all outstanding technical requirements.

Within one week, you’ll receive an e-mail detailing the required amendments. When these have been addressed, you’ll receive a formal acceptance letter and your manuscript will be scheduled for publication.

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Kind regards,

Tzen-Yuh Chiang

Academic Editor

PLOS ONE

Additional Editor Comments (optional):

Reviewers' comments:

Reviewer's Responses to Questions

Comments to the Author

1. If the authors have adequately addressed your comments raised in a previous round of review and you feel that this manuscript is now acceptable for publication, you may indicate that here to bypass the “Comments to the Author” section, enter your conflict of interest statement in the “Confidential to Editor” section, and submit your "Accept" recommendation.

Reviewer #2: All comments have been addressed

Reviewer #3: All comments have been addressed

**********

2. Is the manuscript technically sound, and do the data support the conclusions?

The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented.

Reviewer #2: Yes

Reviewer #3: Yes

**********

3. Has the statistical analysis been performed appropriately and rigorously?

Reviewer #2: Yes

Reviewer #3: Yes

**********

4. Have the authors made all data underlying the findings in their manuscript fully available?

The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.

Reviewer #2: Yes

Reviewer #3: Yes

**********

5. Is the manuscript presented in an intelligible fashion and written in standard English?

PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.

Reviewer #2: Yes

Reviewer #3: Yes

**********

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Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)

Reviewer #2: (No Response)

Reviewer #3: Thanks for your changes. no concerns left

I"m not sure why this won't let me submit without adding more.

**********

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Reviewer #2: No

Reviewer #3: No

**********

Acceptance letter

Tzen-Yuh Chiang

2 Oct 2024

PONE-D-24-21823R2

PLOS ONE

Dear Dr. Horan,

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on behalf of

Dr. Tzen-Yuh Chiang

Academic Editor

PLOS ONE

Associated Data

    This section collects any data citations, data availability statements, or supplementary materials included in this article.

    Supplementary Materials

    Attachment

    Submitted filename: Response to Reviewers_Final.docx

    pone.0311899.s001.docx (35.2KB, docx)
    Attachment

    Submitted filename: Response to Reviewers_Final2.docx

    pone.0311899.s002.docx (36.5KB, docx)

    Data Availability Statement

    All relevant raw data are available in figshare at https://doi.org/10.6084/m9.figshare.26865769.v1.


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