The cow pedogram-Analysis of gait cycle variables allows the detection of lameness and foot pathologies

被引:35
作者
Alsaaod, M. [1 ]
Luternauer, M. [1 ]
Hausegger, T. [2 ]
Kredel, R. [2 ]
Steiner, A. [1 ]
机构
[1] Univ Bern, Vetsuisse Fac, Clin Ruminants, CH-3001 Bern, Switzerland
[2] Univ Bern, Fac Human Sci, Inst Sport Sci, CH-3001 Bern, Switzerland
关键词
dairy cows; gait cycle; accelerometer; lameness; CLAW HORN LESIONS; DAIRY-COWS; SCORING SYSTEM; HOOF PATHOLOGIES; INERTIAL SENSORS; CATTLE; BEHAVIOR; LIMB; ACCELEROMETERS; CLASSIFICATION;
D O I
10.3168/jds.2016-11678
中图分类号
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号
0905 ;
摘要
Changes in gait characteristics are important indicators in assessing the health and welfare of cattle. The aim of this study was to detect unilateral hind limb lameness and foot pathologies in dairy cows using 2 high-frequency accelerometers (400 Hz). The extracted gait cycle variables included temporal events (kinematic outcome = gait cycle, stance phase, and swing phase duration) and several peaks (kinetic outcome = foot load, toe-off). The study consisted of 2 independent experiments. Experiment 1 was carried out to compare the pedogram variables between the lateral claw and respective metatarsus (MT; n = 12) in sound cows (numerical rating system <3, n = 12) and the differences of pedogram variables across limbs within cows between lame cows (numerical rating system >= 3, n = 5) and sound cows (n = 12) using pedogram data that were visually compared with the synchronized cinematographic data. Experiment 2 was carried out to determine the differences across limbs within cows between cows with foot lesions (n = 12) and without foot lesions (n = 12) using only pedogram data. A receiver operator characteristic analysis was used to determine the performance of selected pedogram variables at the cow level. The pedogram of the lateral claw of sound cows revealed similarities of temporal events (gait cycle duration, stance and swing phases) but higher peaks (toe-off and foot load) as compared with the pedogram of the respective MT. In both experiments, comparison of the values between groups showed significantly higher values in lame cows and cows with foot lesions for all gait cycle variables. The optimal cutoff value of the relative stance phase duration for identifying lame cows was 14.79% and for cows with foot lesions was 2.53% with (both 100% sensitivity and 100% specificity) in experiments 1 and 2, respectively. The use of accelerometers with a high sampling rate (400 Hz) at the level of the MT is a promising tool to indirectly measure the kinematic variables of the lateral claw and to detect unilateral hind limb lameness and hind limb pathologies in dairy cows and is highly accurate.
引用
收藏
页码:1417 / 1426
页数:10
相关论文
共 40 条
[1]   Development and validation of a novel pedometer algorithm to quantify extended characteristics of the locomotor behavior of dairy cows [J].
Alsaaod, M. ;
Niederhauser, J. J. ;
Beer, G. ;
Zehner, N. ;
Schuepbach-Regula, G. ;
Steiner, A. .
JOURNAL OF DAIRY SCIENCE, 2015, 98 (09) :6236-6242
[2]   Electronic detection of lameness in dairy cows through measuring pedometric activity and lying behavior [J].
Alsaaod, Maher ;
Roemer, Christoph ;
Kleinmanns, Jens ;
Hendriksen, Kathrin ;
Rose-Meierhoefer, Sandra ;
Pluemer, Lutz ;
Buescher, Wolfgang .
APPLIED ANIMAL BEHAVIOUR SCIENCE, 2012, 142 (3-4) :134-141
[3]   Use of Extended Characteristics of Locomotion and Feeding Behavior for Automated Identification of Lame Dairy Cows [J].
Beer, Gian ;
Alsaaod, Maher ;
Starke, Alexander ;
Schuepbach-Regula, Gertraud ;
Mueller, Hendrik ;
Kohler, Philipp ;
Steiner, Adrian .
PLOS ONE, 2016, 11 (05)
[4]   Strategies to analyze milk losses caused by diseases with potential incidence throughout the lactation: A lameness example [J].
Bicalho, R. C. ;
Warnick, L. D. ;
Guard, C. L. .
JOURNAL OF DAIRY SCIENCE, 2008, 91 (07) :2653-2661
[5]   Measurement of acceleration while walking as an automated method for gait assessment in dairy cattle [J].
Chapinal, N. ;
de Passille, A. M. ;
Pastell, M. ;
Hanninen, L. ;
Munksgaard, L. ;
Rushen, J. .
JOURNAL OF DAIRY SCIENCE, 2011, 94 (06) :2895-2901
[6]   Technical note: Use of accelerometers to describe gait patterns in dairy calves [J].
de Passille, A. M. ;
Jensen, M. B. ;
Chapinal, N. ;
Rushen, J. .
JOURNAL OF DAIRY SCIENCE, 2010, 93 (07) :3287-3293
[7]  
Dirksen G., 2012, Die Klinische Untersuchung des Rindes [The Clinical Investigation of Bovine Animals], als "Krankheiten des Rindes" Begrundet von Gustav Rosenberger
[8]  
Dohoo IR, 2009, VET EPIDEMIOLOGIC RE
[9]   Predictive models of lameness in dairy cows achieve high sensitivity and specificity with force measurements in three dimensions [J].
Dunthorn, Jason ;
Dyer, Robert M. ;
Neerchal, Nagaraj K. ;
McHenry, Jonathan S. ;
Rajkondawar, Parimal G. ;
Steingraber, Gary ;
Tasch, Uri .
JOURNAL OF DAIRY RESEARCH, 2015, 82 (04) :391-399
[10]   Assessment of observer performance in a subjective scoring system: visual classification of the gait of cows [J].
Engel, B ;
Bruin, G ;
Andre, G ;
Buist, W .
JOURNAL OF AGRICULTURAL SCIENCE, 2003, 140 :317-333