Exploration of measurement variation of gait variables for early lameness detection in cattle using the GAITWISE

Abstract Lameness research in cattle focuses on daily or weekly variation of several typical gait features, i.e. stride time, stride length or arching of the back. In human gait research however, the variation of typical gait characteristics within one measurement is taken into account and serves as a sensitive and clinically relevant parameter in the evolution of diseases and the response to therapeutic interventions. In this paper the utility of such within measurement variation of gait variables was investigated for lameness research in cattle by comparing variables between lame cows, cows that are scored mildly lame by a trained observer but not yet noticed lame by the farmer, and cows that were scored severely lame and were noticed lame by the farmer in two case-control studies. Additionally, the repeatability of all variables was tested using eight non-lame cows. The measurements with the GAITWISE were found to be highly repeatable and are therefore suited for cow gait characterization. The new set of inconsistency variables was able to distinguish between non-lame and becoming lame (mildly lame but not yet noticed by the farmer) cows. These results suggest the usefulness of such variables of stride-to-stride-fluctuation for early detection of lameness. Whether they are more sensitive for early lameness detection compared to the more conventionally used averaged gait variables should be confirmed in longitudinal studies with non-lame cows and cows that develop lameness. All cows that were selected in the case control studies were mildly or severely lame in the left hind leg. Cows that were severely lame on their left hind leg put less force and take shorter steps with that sore leg increasing stance times on the right side. In addition, their stride to stride fluctuations of ‘stance times on the left front leg’ and ‘step length between left hind and right front leg’ significantly increase for the cows that were mildly lame but not yet noticed lame by the farmer. This strong relationship between the localization of the lameness and the significantly changed variables, suggest that the variables measured by the GAITWISE are promising in defining which leg is developing lameness in cows.

[1]  B. E. Maki,et al.  Gait Changes in Older Adults: Predictors of Falls or Indicators of Fear? , 1997, Journal of the American Geriatrics Society.

[2]  Arno Pluk,et al.  Development of a real time cow gait tracking and analysing tool to assess lameness using a pressure sensitive walkway: the GAITWISE system , 2011 .

[3]  D J Sanderson,et al.  Effects of milking on dairy cow gait. , 2006, Journal of dairy science.

[4]  Jeffrey M. Hausdorff,et al.  Gait variability and fall risk in community-living older adults: a 1-year prospective study. , 2001, Archives of physical medicine and rehabilitation.

[5]  D. Weary,et al.  Hoof pathologies influence kinematic measures of dairy cow gait. , 2005, Journal of dairy science.

[6]  Hidetada Sasaki,et al.  Relationship between falls and stride length variability in senile dementia of the Alzheimer type. , 1996, Gerontology.

[7]  M Pastell,et al.  Use of force sensors to detect and analyse lameness in dairy cows , 2008, Veterinary Record.

[8]  D. Weary,et al.  Effect of hoof pathologies on subjective assessments of dairy cow gait. , 2006, Journal of dairy science.

[9]  E. Telezhenko,et al.  Influence of floor type on the locomotion of dairy cows , 2005 .

[10]  D M Weary,et al.  Lying behavior as an indicator of lameness in dairy cows. , 2010, Journal of dairy science.

[11]  Kade Paterson,et al.  Stride dynamics, gait variability and prospective falls risk in active community dwelling older women. , 2011, Gait & posture.

[12]  D. Weary,et al.  Using gait score, walking speed, and lying behavior to detect hoof lesions in dairy cows. , 2009, Journal of dairy science.

[13]  R. Fitzpatrick,et al.  Acceleration patterns of the head and pelvis when walking are associated with risk of falling in community-dwelling older people. , 2003, The journals of gerontology. Series A, Biological sciences and medical sciences.

[14]  R. Kiss Effect of walking speed and severity of hip osteoarthritis on gait variability. , 2010, Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology.

[15]  Jeffrey M. Hausdorff Gait variability: methods, modeling and meaning , 2005, Journal of NeuroEngineering and Rehabilitation.

[16]  Matti Pastell,et al.  Detecting cow's lameness using force sensors , 2008 .

[17]  Jeffrey M. Hausdorff,et al.  Increased gait unsteadiness in community-dwelling elderly fallers. , 1997, Archives of physical medicine and rehabilitation.

[18]  E Telezhenko Measurement of spatial gait parameters from footprints of dairy cows. , 2009, Animal : an international journal of animal bioscience.

[19]  Matti Pastell,et al.  Automatic observation of cow leg health using load sensors , 2008 .

[20]  Chitralakshmi K. Balasubramanian,et al.  Variability in spatiotemporal step characteristics and its relationship to walking performance post-stroke. , 2009, Gait & posture.

[21]  Daniel Berckmans,et al.  Acquisition techniques for dairy cow gait analysis , 2007 .

[22]  Claudia Bahr,et al.  Original paper: Real-time automatic lameness detection based on back posture extraction in dairy cattle: Shape analysis of cow with image processing techniques , 2010 .

[23]  J. Routly,et al.  Lameness, activity time-budgets, and estrus expression in dairy cattle. , 2008, Journal of dairy science.

[24]  C. Tucker,et al.  Milking cows once daily influences behavior and udder firmness at peak and mid lactation. , 2007, Journal of dairy science.

[25]  M. M. Neto,et al.  Dairy Cattle Linear and Angular Kinematics during the Stance Phase , 2007 .