| Literature DB >> 27415763 |
Michele A Miller1, Jennifer N Hogan2, Cheryl L Meehan2.
Abstract
For more than three decades, foot and musculoskeletal conditions have been documented among both Asian [Elephas maximus] and African [Loxodonta africana] elephants in zoos. Although environmental factors have been hypothesized to play a contributing role in the development of foot and musculoskeletal pathology, there is a paucity of evidence-based research assessing risk. We investigated the associations between foot and musculoskeletal health conditions with demographic characteristics, space, flooring, exercise, enrichment, and body condition for elephants housed in North American zoos during 2012. Clinical examinations and medical records were used to assess health indicators and provide scores to quantitate conditions. Using multivariable regression models, associations were found between foot health and age [P value = 0.076; Odds Ratio = 1.018], time spent on hard substrates [P value = 0.022; Odds Ratio = 1.014], space experienced during the night [P value = 0.041; Odds Ratio = 1.008], and percent of time spent in indoor/outdoor exhibits during the day [P value < 0.001; Odds Ratio = 1.003]. Similarly, the main risk factors for musculoskeletal disorders included time on hard substrate [P value = 0.002; Odds Ratio = 1.050] and space experienced in indoor/outdoor exhibits [P value = 0.039; Odds Ratio = 1.037]. These results suggest that facility and management changes that decrease time spent on hard substrates will improve elephant welfare through better foot and musculoskeletal health.Entities:
Mesh:
Year: 2016 PMID: 27415763 PMCID: PMC4944946 DOI: 10.1371/journal.pone.0155223
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Description of variables used in analysis of musculoskeletal and possible persistent foot score analysis of African and Asian elephants.
| Variable | Unit of Analysis | Unit | Time Scale | Description | Ref |
|---|---|---|---|---|---|
| Age | Elephant | Age of elephant (years) | [ | ||
| Sex | Elephant | Male or Female | [ | ||
| Species | Elephant | African ( | [ | ||
| Origin | Elephant | Captive or wild born | [ | ||
| Environment Contact | Elephant | Overall, Day, Night | Maximum number of unique environments an elephant was housed in | [ | |
| Space Experience | The average weighted (by percent time) size of all environments in which an elephant spent time | [ | |||
| Total | Elephant | [m2] | Overall, Day, Night | For all environment types | [ |
| Indoor | Elephant | [m2] | Overall, Day, Night | For indoor environments only | [ |
| In/Out Choice | Elephant | [m2] | Overall, Day, Night | For environments where there is a choice of indoors or outdoors | [ |
| Outdoor | Elephant | [m2] | Overall, Day, Night | For outdoor environments only | [ |
| Percent Time | Sum of monthly percent time spent in category, averaged over time period | [ | |||
| Indoor | Elephant | % | Overall, Day, Night | Time spent in indoor environments | [ |
| In/Out Choice | Elephant | % | Overall, Day, Night | Time spent in environments with an indoor/outdoor choice | [ |
| Outdoor | Elephant | % | Overall, Day, Night | Time spent in outdoor environments | [ |
| Soft Substrate | Elephant | % | Overall, Day, Night | Time spent in environment with 100% grass, sand, or rubber substrate | [ |
| Hard Substrate | Elephant | % | Overall, Day, Night | Time spent in environment with 100% concrete or stone aggregate substrate | [ |
| Body Condition Score | Elephant | Score based on body condition, ranging from 1–5 with an ideal score of 3 | [ | ||
| Musculoskeletal Physical Exam Score | Elephant | Score of 0–3 indicating range of motion or joint abnormalities based on physical exam | |||
| Foot Physical Exam Score | Elephant | Score of 0–12 indicating abnormalities on nails, pads, and interdigital space on any foot based on physical exam | |||
| Mean Daily Walking Distance | Elephant | Average distance [km] that an elephant walks per day | [ | ||
| Exercise Week | Elephant | Number of reported hours spent exercising animals each week, where 0 indicates less than 1 hour of staff-directed exercise per week and 7 indicates >14 hours of staff directed exercise per week | [ | ||
| Exercise Diversity | Zoo | Diversity index score of exercises conducted at zoo | [ | ||
| Enrichment Diversity | Zoo | Diversity index score of enrichment activities conducted at zoo | [ |
Frequency of MS scores among African and Asian elephants during 2012 Physical Exam.
| Species | Sex | ||||
|---|---|---|---|---|---|
| MSScore | African | Asian | Male | Female | Total |
| 0 | 76 | 72 | 33 | 115 | 148 |
| 1 | 13 | 15 | 1 | 27 | 28 |
| 2 | 9 | 11 | 2 | 18 | 20 |
| 3 | 0 | 2 | 0 | 2 | 2 |
| 98 | 100 | 36 | 162 | 198 | |
*No significant statistical difference between species (P value = 0.4879)
**No significant statistical difference between sexes (P value = 0.0704)
Univariate assessment of musculoskeletal (MS) scores in African and Asian elephants using multinomial logistic regression.
OR: Odds Ratio; *: P value < 0.05; ^ P value < 0.15 significance threshold for model building. Hypothesis: + Increase odds of having increased MS score;—Decrease odds of having increased MS score; 0 Neutral relationship on MS score.
| Overall | Day | Night | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Hypothesis | Variable | Reference | N | Beta | OR | Beta | OR | Beta | OR | ||||||
| + | Age | 198 | -0.076 | 0.927 | <0.001 | * | |||||||||
| 0 | Sex | ref = Male | 36 | ||||||||||||
| Female | 162 | -1.472 | 0.229 | 0.017 | * | ||||||||||
| 0 | Species | ref = African | 98 | ||||||||||||
| Asian | 100 | -0.317 | 0.729 | 0.327 | |||||||||||
| 0 | Origin | ref = Wild | 143 | ||||||||||||
| Captive | 55 | 2.142 | 8.516 | <0.001 | * | ||||||||||
| - | Environment Contact | 196 | 0.011 | 1.011 | 0.602 | 0.009 | 1.009 | 0.718 | 0.014 | 1.014 | 0.601 | ||||
| - | Space Experience | 196 | 0.0004 | 1.000 | 0.889 | 0.0001 | 1.000 | 0.935 | -0.0002 | 1.000 | 0.921 | ||||
| + | Space Experience Indoors | 196 | 0.076 | 1.078 | 0.216 | 0.131 | 1.140 | 0.043 | * | 0.055 | 1.057 | 0.351 | |||
| - | Space Experience Outdoors | 196 | 0.001 | 1.001 | 0.794 | 0.001 | 1.001 | 0.689 | 0.0001 | 1.000 | 0.957 | ||||
| - | Space Experience In/Out Choice | 196 | 0.007 | 1.007 | 0.094 | ^ | 0.009 | 1.009 | 0.125 | 0.006 | 1.006 | 0.137 | ^ | ||
| + | Percent Time Indoors | 196 | 0.012 | 1.012 | 0.050 | * | 0.016 | 1.016 | 0.056 | ^ | 0.007 | 1.007 | 0.121 | ||
| - | Percent Time Outdoors | 196 | -0.009 | 0.991 | 0.133 | ^ | -0.009 | 0.991 | 0.155 | -0.005 | 0.995 | 0.225 | |||
| - | Percent Time In/Out Choice | 196 | -0.0003 | 1.000 | 0.964 | 0.004 | 1.004 | 0.670 | -0.002 | 0.999 | 0.756 | ||||
| + | Time on Hard Substrate | 196 | 0.045 | 1.046 | 0.002 | * | 0.053 | 1.055 | 0.018 | ^ | 0.023 | 1.023 | 0.024 | * | |
| - | Time on Soft Substrate | 196 | -0.006 | 0.994 | 0.513 | -0.010 | 0.990 | 0.473 | -0.011 | 0.989 | 0.134 | ^ | |||
| + | Foot Physical Exam Score | 183 | -0.149 | 0.862 | 0.038 | * | |||||||||
| - | Mean Daily Walking Distance | 47 | 0.341 | 1.407 | 0.063 | ^ | |||||||||
| - | Enrichment Diversity | 181 | 0.327 | 1.386 | 0.648 | ||||||||||
| - | Exercise Diversity | 173 | -0.406 | 0.666 | 0.143 | ^ | |||||||||
| - | Exercise Week | ref = 1 | 33 | ||||||||||||
| 2 | 80 | -0.389 | 0.678 | 0.285 | |||||||||||
| 3 | 0 | ||||||||||||||
| 4 | 14 | -0.429 | 0.651 | 0.417 | |||||||||||
| 5 | 27 | 0.396 | 1.486 | 0.550 | |||||||||||
| 6 | 4 | -0.838 | 0.433 | 0.406 | |||||||||||
| 7 | 15 | -0.153 | 0.858 | 0.753 | |||||||||||
| + | Body Condition Score | 1 | 2 | -3.171 | 0.042 | 0.155 | |||||||||
| 2 | 6 | -1.458 | 0.233 | 0.032 | * | ||||||||||
| ref = 3 | 47 | ||||||||||||||
| 4 | 68 | -0.276 | 0.759 | 0.560 | |||||||||||
| 5 | 68 | -0.434 | 0.648 | 0.311 | |||||||||||
Descriptive statistics for variables retained in final multi-variable regression model for the population with MS scores.
| Musculoskeletal Population | |||
|---|---|---|---|
| Variable | N | Mean | Std Dev |
| Age | 198 | 31.5 | 13.5 |
| Space Experience In/Out Choice (per 500 ft2) | 196 | 26.7 | 47.5 |
| Percent Time on Hard Substrate | 196 | 10.3 | 11.9 |
Multivariable assessment of MS scores using multinomial logistic regression.
| Variable | Beta | Odds Ratio | |
|---|---|---|---|
| Intercept 1 (Score 0 vs. Score 1) | 0.506 | 0.029 | |
| Intercept 2 (Score 0 vs. Score 2) | 1.557 | < 0.001 | |
| Intercept 3 (Score 0 vs. Score 3) | 4.089 | < 0.001 | |
| Time on Hard Substrate | 0.049 | 1.050 | 0.002 |
| Space Experience In/Out Choice (per 500 ft2) | 0.036 | 1.037 | 0.039 |
| Age*Space Experience In/Out Choice (per 500 ft2) | -0.001 | 0.999 | 0.045 |
Frequency of elephants per foot score for the Foot Physical Exam and for Possible Persistent Foot (PPF) scores.
The Foot Physical Exam was conducted in 2012. Possible Persistent Foot (PPF) scores were defined by an elephant’s 2012 physical exam score only for elephants that had existing 2011 veterinary records showing foot abnormalities in 2011.
| Foot Physical Exam | Foot Physical Exam: Possible Persistent | |||||
|---|---|---|---|---|---|---|
| Species | Sex | |||||
| Score | All Elephants | All Elephants | African | Asian | Male | Female |
| 0 | 70 | 13 | 6 | 7 | 1 | 12 |
| 1 | 33 | 12 | 7 | 5 | 1 | 11 |
| 2 | 39 | 14 | 9 | 5 | 1 | 13 |
| 3 | 23 | 9 | 5 | 4 | 1 | 8 |
| 4 | 33 | 9 | 2 | 7 | 2 | 7 |
| 5 | 3 | 3 | 1 | 2 | 1 | 2 |
| 6 | 5 | 1 | 1 | 0 | 0 | 1 |
| 7 | 4 | 3 | 1 | 2 | 0 | 3 |
| 8 | 4 | 0 | 0 | 0 | 0 | 0 |
| 9 | 0 | 0 | 0 | 0 | 0 | 0 |
| 10 | 0 | 0 | 0 | 0 | 0 | 0 |
| 11 | 0 | 0 | 0 | 0 | 0 | 0 |
| 12 | 1 | 0 | 0 | 0 | 0 | 0 |
| 215 | 64 | 32 | 32 | 7 | 57 | |
*No significant statistical difference between species (P value = 0.5271]
**No significant statistical difference between sex (P value = 0.8198]
Fig 1Frequency of elephants with multiple foot abnormalities separated by location of abnormality.
Black indicates nail, grey indicates pad, and hashed pattern indicates interdigital space.
Fig 2Frequency of elephants with co-localization of foot abnormalities.
Univariate assessment of possible persistent foot scores for African and Asian elephants using Poisson regression.
RR: Risk Ratio; nd: no data, *: P value < 0.05; ^ P value <0.15 significance threshold for model building. Hypothesis: + Increase risk of having increased PPF score;—Decrease risk of having increased PPF score; 0 Neutral relationship on PPF score.
| Overall | Day | Night | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Hypothesis | Variable | Reference | N | Beta | RR | Beta | RR | Beta | RR | ||||||
| + | Age | 64 | 0.014 | 1.014 | 0.168 | ||||||||||
| 0 | Sex | ref = Male | 7 | ||||||||||||
| Female | 57 | -0.205 | 0.814 | 0.405 | |||||||||||
| 0 | Species | ref = African | 32 | ||||||||||||
| Asian | 32 | 0.180 | 1.197 | 0.437 | |||||||||||
| 0 | Origin | ref = Wild | 52 | ||||||||||||
| Captive | 12 | -0.102 | 0.903 | 0.663 | |||||||||||
| - | Environment Contact | 64 | -0.010 | 0.990 | 0.571 | -0.007 | 0.993 | 0.704 | -0.006 | 0.995 | 0.776 | ||||
| - | Space Experience | 64 | -0.001 | 0.999 | 0.827 | -0.002 | 0.998 | 0.452 | 0.002 | 1.002 | 0.007 | * | |||
| + | Space Experience Indoors | 64 | -0.097 | 0.907 | 0.035 | * | -0.045 | 0.956 | 0.267 | -0.091 | 0.913 | 0.038 | * | ||
| - | Space Experience Outdoors | 64 | -0.001 | 0.999 | 0.693 | -0.002 | 0.998 | 0.397 | 0.001 | 1.001 | 0.144 | ^ | |||
| - | Space Experience In/Out Choice | 64 | 0.002 | 1.002 | 0.093 | ^ | 0.002 | 1.002 | 0.113 | ^ | 0.002 | 1.002 | 0.047 | * | |
| + | Percent Time Indoors | 64 | -0.004 | 0.996 | 0.413 | -0.004 | 0.996 | 0.548 | -0.003 | 0.997 | 0.436 | ||||
| - | Percent Time Outdoors | 64 | -0.002 | 0.998 | 0.752 | -0.003 | 0.997 | 0.525 | -0.0002 | 1.000 | 0.964 | ||||
| - | Percent Time In/Out Choice | 64 | 0.006 | 1.006 | 0.211 | 0.009 | 1.009 | 0.037 | * | 0.003 | 1.003 | 0.414 | |||
| + | Time on Hard Substrate | 64 | 0.009 | 1.009 | 0.091 | ^ | 0.017 | 1.018 | 0.180 | 0.006 | 1.006 | 0.122 | ^ | ||
| - | Time on Soft Substrate | 64 | -0.012 | 0.988 | 0.220 | -0.009 | 0.416 | 0.416 | -0.010 | 0.990 | 0.205 | ||||
| + | Musculoskeletal Score | ref = 0 | 40 | ||||||||||||
| 1 | 12 | 0.219 | 1.244 | 0.445 | |||||||||||
| 2 | 5 | 0.470 | 1.600 | 0.009 | * | ||||||||||
| 3 | 1 | 0.981 | 2.667 | <0.001 | * | ||||||||||
| - | Mean Daily Walking Distance | 51 | 0.027 | 1.027 | 0.754 | ||||||||||
| - | Exercise Diversity | 59 | 0.464 | 1.591 | 0.081 | ^ | |||||||||
| - | Enrichment Diversity | 62 | -1.471 | 0.230 | 0.045 | * | |||||||||
| - | Exercise Week | ref = 1 | 6 | ||||||||||||
| 2 | 27 | 0.818 | 2.267 | 0.234 | |||||||||||
| 3 | 0 | ||||||||||||||
| 4 | 6 | 0.876 | 2.400 | 0.233 | |||||||||||
| 5 | 14 | 1.099 | 3.000 | 0.111 | |||||||||||
| 6 | 3 | 1.386 | 4.000 | 0.085 | ^ | ||||||||||
| 7 | 4 | 1.629 | 5.100 | 0.024 | * | ||||||||||
| - | Body Condition Score | 1 | 2 | nd | |||||||||||
| 2 | 0 | nd | |||||||||||||
| ref = 3 | 16 | ||||||||||||||
| 4 | 20 | -0.128 | 0.880 | 0.630 | |||||||||||
| 5 | 25 | -0.110 | 0.896 | 0.654 | |||||||||||
Descriptive statistics for variables which were retained in the multi-variable regression model for the possible persistent foot score subpopulation.
| Possible Persistent Foot Population | |||
|---|---|---|---|
| Variable | N | Mean | Std Dev |
| Age | 64 | 36.1 | 10.8 |
| Space Experience, Night (per 500 ft2] | 64 | 36.6 | 64.2 |
| Percent Time In/Out Choice, Day | 64 | 9.7 | 17.3 |
| Percent Time on Hard Substrate | 64 | 12.7 | 15.5 |
Multivariable assessment of possible persistent foot scores using Poisson regression.
| Variable | Beta | Risk Ratio | |
|---|---|---|---|
| Intercept | -0.252 | 0.624 | |
| Time on Hard Substrate | 0.014 | 1.014 | 0.022 |
| Percent Time In/Out Choice, Day | 0.008 | 1.008 | 0.041 |
| Space Experience (per 500 ft2], Night | 0.003 | 1.003 | < 0.001 |
| Age | 0.018 | 1.018 | 0.076 |
Fig 3Risk increase for possible persistent foot scores by percent time on hard surfaces for an elephant 25 years old, where Percent Time In/Out Choice during the day and Space Experience at night are kept to average (8.52% and 22097.91 ft2, respectively].
Average percent coverage of hard surfaces (concrete and stone aggregate) and soft surfaces (grass, sand, and rubber padding) in Indoors, Mixed, and Outdoor Environments.
Range for all combinations was 0–100% coverage.
| Hard Surface | Soft Surface | ||||
|---|---|---|---|---|---|
| Environment Type | N | Mean | SEM | Mean | SEM |
| Indoors | 382 | 39.20% | 2.68% | 43.30% | 1.19% |
| Mixed | 239 | 34.20% | 2.76% | 47.50% | 2.79% |
| Outdoors | 227 | 35.00% | 2.84% | 49.70% | 2.84% |
Environment type (indoor, mixed, outdoor) frequency by 100% substrate coverage of hard (concrete and stone aggregate) or soft (grass, sand, and rubber padding) surfaces.
| Flooring Surface | |||
|---|---|---|---|
| Environment Type | Hard | Soft | Total |
| Indoor | 122 | 80 | 202 |
| Mixed | 64 | 62 | 126 |
| Outdoor | 61 | 54 | 115 |
| Total | 247 | 196 | 443 |