New Insight into the Prevalence and Risk Factors for Three Distinct Hoof Conformation Traits in UK Commercial Sheep Flocks
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design and Data Collection
2.2. Data Preparation and Analysis
2.3. Statistical Modelling
3. Results
3.1. Descriptive Results
3.1.1. Prevalence and Severity of Hoof Conformation Traits at Sheep-Level
3.1.2. Prevalence and Severity of Hoof Conformation Traits at Foot-Level
3.1.3. Associations between Hoof Conformation Traits at Foot-Level
3.2. Risk Factors Associated with Sole and Heel Conformation Score at Foot-Level
3.3. Risk Factors Associated with Hoof Wall Conformation Score at Foot-Level
3.4. Risk Factors Associated with Hoof Wall Overgrowth Score at Foot-Level
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Trait | Description and Coding |
---|---|
Sole and heel | 0 = Undamaged sole and heel area with a perfect shape |
1 = Mildly damaged and/or misshapen sole and heel area of the digit (<25%) | |
2 = Moderately damaged and/or misshapen sole and heel area of the digit (≥25% to <75%) | |
3 = Severely damaged and/or misshapen sole and heel area of the digit (≥75%) | |
Hoof wall | 0 = Undamaged hoof wall with a perfect shape |
1 = Mildly damaged and/or misshapen hoof wall of the digit (<25%) | |
2 = Moderately damaged and/or misshapen hoof wall of the digit (≥25% to <75%) | |
3 = Severely damaged and/or misshapen hoof wall of the digit (≥75%) | |
Hoof wall overgrowth | 0 = No hoof wall overgrowth |
1 = Mildly overgrown hoof wall covering the sole (<25%) | |
2 = Moderately overgrown hoof wall covering the sole (≥25% to <75%) | |
3 = Severely overgrown wall covering the sole (≥75%) |
Variable | Type | Description and Coding |
---|---|---|
Sheep-level | ||
Age | Categorical | Age of ewe at start of study 1 = <4 years 2 = ≥4 years |
BCS | Categorical | Body condition score of ewe at time of visit 1 = 3.0 2 = <3.0 3 = >3.0 |
Foot-level | ||
Foot position | Categorical | 1 = Front 2 = Back |
Other feet affected by hoof conformation trait 1 | Categorical | Number of other feet of ewe affected by hoof conformation trait 0 = No other feet with scores ≥ 1 1 = One other foot with score ≥ 1 2 = Two other feet with scores ≥ 1 3 = Three other feet with scores ≥ 1 |
Clinical disease | Categorical | Presence of footrot on the foot 0 = No footrot present 1 = ID and/or SFR present |
Farm-level | ||
Vaccination status | Categorical | 0 = Flock not vaccinated against footrot (Footvax®) 1 = Flock vaccinated against footrot (Footvax®) |
Soil type | Categorical | 1 = Loamy 2 = Clay 3 = Loamy/clay mix |
Pasture moisture 2 | Categorical | Average moisture of pasture grazed by ewes for calendar month 1 = Dry; hard ground, with little to no surface moisture 2 = Damp; firm ground, with moisture evident 3 = Wet; squelchy ground, but bears weight 4 = Saturated; boggy ground and bears no weight |
Pasture quality 2 | Categorical | Average quality of pasture grazed by ewes for calendar month 1 = Lush; approx. 80% rye grasses, mostly leaf 2 = Average; approx. 50% rye grasses, some stalk 3 = Poor; mostly stalk and weeds |
Pasture type 2 | Categorical | Average type of pasture grazed by ewes for calendar month 1 = Permanent grassland 2 = New grass ley 3 = Mix permanent and new ley |
Sward height 2 | Categorical | Average sward height of pasture grazed by ewes for calendar month 1 = Approx. 3 cm 2 = Approx. 8 cm 3 = Approx. > 8 cm |
Rainfall 2 | Continuous | Average rainfall (mm) for calendar month, extracted from local MET Office data |
Temperature 2 | Continuous | Average maximum temperature (°C) for calendar month, extracted from local MET Office data |
Time | ||
Visit | Categorical | Sampling visit number 1 = September 2019 2 = January 2020 3 = July 2020 4 = September 2020 |
Trait | Mean Score All Observations (SD) 1 | Sheep-Level Observations Score ≥ 1 n | Mean Score Affected Sheep Only (SD) 2 | Max. Score 3 |
---|---|---|---|---|
Sole and heel | 1.36 (2.06) | 674 | 2.87 (2.15) | 14 |
Hoof wall | 5.77 (3.22) | 1359 | 6.02 (3.05) | 17 |
Hoof wall overgrowth | 6.65 (4.44) | 1264 | 7.46 (4.01) | 21 |
Trait | Mean Score All Observations (SD) 1 | Foot-Level Observations Score ≥ 1 n | Mean Score Affected Feet Only (SD) 2 | Max. Score 3 |
---|---|---|---|---|
Sole and heel | 0.34 (0.78) | 1182 | 1.64 (0.88) | 6 |
Hoof wall | 1.44 (1.14) | 4172 | 1.96 (0.87) | 6 |
Hoof wall overgrowth | 1.66 (1.33) | 4196 | 2.25 (1.04) | 6 |
Trait | Foot-Level Observations Score ≥ 1 n | Mean Score (SD) 2 | ||||
---|---|---|---|---|---|---|
Front | Back | p Value 1 | Front | Back | p Value 3 | |
Sole and heel | 566 | 616 | 0.102 | 0.31 (0.72) | 0.37 (0.83) | 0.054 |
Hoof wall | 2025 | 2147 | <0.001 | 1.34 (1.09) | 1.54 (1.19) | <0.001 |
Hoof wall overgrowth | 2269 | 1927 | <0.001 | 1.93 (1.32) | 1.40 (1.29) | <0.001 |
Variable | n | % | β | Lower 95% CI | Upper 95% CI |
---|---|---|---|---|---|
Intercept | 0.13 | 0.04 | 0.22 | ||
Fixed effects | |||||
Foot position | |||||
Front | 2836 | 50.0 | ref | ||
Back | 2836 | 50.0 | 0.06 | 0.02 | 0.09 |
Number of other feet with poor sole and heel conformation (scores ≥ 1) | |||||
No other feet affected | 3306 | 58.3 | ref | ||
One other foot affected | 1418 | 25.0 | 0.23 | 0.19 | 0.28 |
Two other feet affected | 716 | 12.6 | 0.46 | 0.40 | 0.52 |
Three other feet affected | 232 | 4.1 | 0.76 | 0.66 | 0.86 |
Clinical disease | |||||
No footrot present | 5204 | 91.7 | ref | ||
ID and/or SFR present | 468 | 8.3 | 0.16 | 0.08 | 0.23 |
Soil type | |||||
Loamy | 1364 | 24.0 | ref | ||
Clay | 2856 | 50.4 | 0.03 | −0.03 | 0.08 |
Loamy/clay mix | 1452 | 25.6 | 0.23 | 0.18 | 0.29 |
Sward height (lagged to previous calendar month) | |||||
Approx. 3 cm | 2068 | 36.5 | ref | ||
Approx. 8 cm | 3208 | 56.6 | −0.04 | −0.10 | 0.03 |
Approx. >8 cm | 396 | 7.0 | 0.17 | 0.07 | 0.26 |
Visit | |||||
1 (Sep 2019) | 1556 | 27.4 | ref | ||
2 (Jan 2020) | 1536 | 27.1 | 0.23 | 0.16 | 0.29 |
3 (Jul 2020) | 1356 | 23.9 | −0.01 | −0.08 | 0.06 |
4 (Sep 2020) | 1224 | 21.6 | −0.01 | −0.07 | 0.05 |
Random terms | Variance | SD | |||
Ewe | < 0.001 | < 0.001 | |||
Farm | < 0.001 | < 0.001 |
Variable | n | % | β | Lower 95% CI | Upper 95% CI |
---|---|---|---|---|---|
Intercept | 0.79 | 0.47 | 1.11 | ||
Fixed effects | |||||
Age | |||||
< 4 years | 3528 | 62.2 | ref | ||
≥ 4 years | 2144 | 37.8 | 0.11 | 0.02 | 0.20 |
Foot position | |||||
Front | 2836 | 50.0 | ref | ||
Back | 2836 | 50.0 | 0.22 | 0.16 | 0.27 |
Number of other feet with poor hoof wall conformation (scores ≥ 1) | |||||
No other feet affected | 381 | 6.7 | ref | ||
One other foot affected | 903 | 15.9 | 0.20 | 0.07 | 0.33 |
Two other feet affected | 1551 | 27.3 | 0.45 | 0.33 | 0.57 |
Three other feet affected | 2837 | 50.0 | 0.78 | 0.66 | 0.91 |
Pasture moisture (lagged to previous calendar month) | |||||
Dry (“hard”) | 1604 | 28.3 | ref | ||
Damp (“firm”) | 2140 | 37.7 | 0.36 | 0.22 | 0.49 |
Wet (“squelchy”) | 768 | 13.5 | 0.41 | 0.18 | 0.64 |
Saturated (“boggy”) | 1160 | 20.5 | 0.64 | 0.31 | 0.97 |
Pasture type (lagged to previous calendar month) | |||||
Permanent grassland | 1768 | 31.2 | ref | ||
New grass ley | 3584 | 63.2 | −0.23 | −0.39 | −0.08 |
Mix permanent and new ley | 320 | 5.6 | −0.81 | −1.00 | −0.63 |
Visit | |||||
1 (Sep 2019) | 1556 | 27.4 | ref | ||
2 (Jan 2020) | 1536 | 27.1 | −0.18 | −0.41 | 0.04 |
3 (Jul 2020) | 1356 | 23.9 | 0.35 | 0.21 | 0.48 |
4 (Sep 2020) | 1224 | 21.6 | 0.58 | 0.46 | 0.70 |
Random terms | Variance | SD | |||
Ewe | 0.06 | 0.25 | |||
Farm | 0.07 | 0.26 |
Variable | n | % | β | Lower 95% CI | Upper 95% CI |
---|---|---|---|---|---|
Intercept | 2.53 | 2.16 | 2.90 | ||
Fixed effects | |||||
Age | |||||
<4 years | 3528 | 62.2 | ref | ||
≥4 years | 2144 | 37.8 | 0.12 | 0.02 | 0.22 |
BCS | |||||
3.0 | 2816 | 49.6 | ref | ||
<3.0 | 828 | 14.6 | 0.00 | −0.10 | 0.10 |
>3.0 | 2028 | 35.8 | −0.10 | −0.18 | −0.03 |
Foot position | |||||
Front | 2836 | 50.0 | ref | ||
Back | 2836 | 50.0 | −0.57 | −0.61 | −0.52 |
Number of other feet with hoof wall overgrowth present (scores ≥ 1) | |||||
No other feet affected | 728 | 12.8 | ref | ||
One other foot affected | 672 | 11.8 | 0.31 | 0.19 | 0.43 |
Two other feet affected | 900 | 15.9 | 0.39 | 0.27 | 0.52 |
Three other feet affected | 3372 | 59.4 | 1.06 | 0.94 | 1.19 |
Clinical disease | |||||
No footrot present | 5204 | 91.7 | ref | ||
ID and/or SFR present | 468 | 8.3 | −0.13 | −0.23 | −0.03 |
Soil type | |||||
Loamy | 1364 | 24.0 | ref | ||
Clay | 2856 | 50.4 | −0.92 | −1.27 | −0.56 |
Loamy/clay mix | 1452 | 25.6 | −1.01 | −1.43 | −0.60 |
Pasture moisture (lagged to previous calendar month) | |||||
Dry (“hard”) | 1604 | 28.3 | ref | ||
Damp (“firm”) | 2140 | 37.7 | −0.38 | −0.51 | −0.25 |
Wet (“squelchy”) | 768 | 13.5 | −1.29 | −1.54 | −1.05 |
Saturated (“boggy”) | 1160 | 20.5 | −0.21 | −0.58 | 0.16 |
Pasture type (lagged to previous calendar month) | |||||
Permanent grassland | 1768 | 31.2 | ref | ||
New grass ley | 3584 | 63.2 | 0.09 | −0.09 | 0.26 |
Mix permanent and new ley | 320 | 5.6 | 0.64 | 0.48 | 0.79 |
Sward height (lagged to previous calendar month) | |||||
Approx. 3 cm | 2068 | 36.5 | ref | ||
Approx. 8 cm | 3208 | 56.6 | 0.00 | −0.13 | 0.14 |
Approx. >8 cm | 396 | 7.0 | −0.55 | −0.76 | −0.35 |
Visit | |||||
1 (Sep 2019) | 1556 | 27.4 | ref | ||
2 (Jan 2020) | 1536 | 27.1 | −0.09 | −0.33 | 0.16 |
3 (Jul 2020) | 1356 | 23.9 | −0.50 | −0.68 | −0.33 |
4 (Sep 2020) | 1224 | 21.6 | −0.65 | −0.78 | −0.53 |
Random terms | Variance | SD | |||
Ewe | 0.11 | 0.34 | |||
Farm | 0.02 | 0.14 |
Variable | Sole and Heel | >Hoof Wall | Hoof Wall Overgrowth |
---|---|---|---|
Age ≥ 4 years | NS | + | + |
BCS < 3.0 | NS | NS | NS |
BCS > 3.0 | NS | NS | − |
Back foot position | + | + | − |
Number of other feet of sheep affected by hoof conformation trait | + | + | + |
ID and/or SFR present on foot | + | NS | − |
Flock vaccinated against footrot (Footvax®) | NS | NS | NS |
Clay soil type | NS | NS | − |
Loamy/clay mix soil type | + | NS | − |
Damp pasture | NS | + | − |
Wet pasture | NS | + | − |
Saturated pasture | NS | + | NS |
Average pasture quality | NS | NS | NS |
Poor pasture quality | NS | NS | NS |
New grass ley | NS | − | NS |
Mix permanent and new leys | NS | − | + |
Approx. 8 cm sward height | NS | NS | NS |
Approx. >8 cm sward height | + | NS | − |
Rainfall | NS | NS | NS |
Max temperature | NS | NS | NS |
Visit 2 (January 2020) | + | NS | NS |
Visit 3 (July 2020) | NS | + | − |
Visit 4 (September 2020) | NS | + | − |
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Best, C.M.; Roden, J.; Phillips, K.; Pyatt, A.Z.; Behnke, M.C. New Insight into the Prevalence and Risk Factors for Three Distinct Hoof Conformation Traits in UK Commercial Sheep Flocks. Vet. Sci. 2021, 8, 176. https://doi.org/10.3390/vetsci8090176
Best CM, Roden J, Phillips K, Pyatt AZ, Behnke MC. New Insight into the Prevalence and Risk Factors for Three Distinct Hoof Conformation Traits in UK Commercial Sheep Flocks. Veterinary Sciences. 2021; 8(9):176. https://doi.org/10.3390/vetsci8090176
Chicago/Turabian StyleBest, Caroline M., Janet Roden, Kate Phillips, Alison Z. Pyatt, and Malgorzata C. Behnke. 2021. "New Insight into the Prevalence and Risk Factors for Three Distinct Hoof Conformation Traits in UK Commercial Sheep Flocks" Veterinary Sciences 8, no. 9: 176. https://doi.org/10.3390/vetsci8090176
APA StyleBest, C. M., Roden, J., Phillips, K., Pyatt, A. Z., & Behnke, M. C. (2021). New Insight into the Prevalence and Risk Factors for Three Distinct Hoof Conformation Traits in UK Commercial Sheep Flocks. Veterinary Sciences, 8(9), 176. https://doi.org/10.3390/vetsci8090176