Sensitivity and specificity of infrared thermography in detection of subclinical mastitis in dairy cows.

The objectives of this experiment were to determine interrelationships among mastitis indicators and evaluate the subclinical mastitis detection ability of infrared thermography (IRT) in comparison with the California Mastitis Test (CMT). Somatic cell count (SCC), CMT, and udder skin surface temperature (USST) data were compiled from 62 Brown Swiss dairy cows (days in milk=117+/-51, milk yield=14.7+/-5.2 kg; mean +/- SD). The CORR, REG, and NLIN procedures of Statistical Analysis System (SAS Institute Inc., Cary, NC) were employed to attain interrelationships among mastitis indicators. The diagnostic merit of IRT as an indirect measure of subclinical mastitis was compared with CMT using the receiver operating characteristics curves. The udder skin surface temperature was positively correlated with the CMT score (r=0.86) and SCC (r=0.73). There was an exponential increase in SCC (SCC, x10(3) cells/mL=22.35 x e(1.31 x CMT score); R(2)=0.98) and a linear increase in USST (USST, degrees C=33.45+1.08 x CMT score; R(2)=0.75) as the CMT score increased. As SCC increased, USST increased logarithmically [USST, degrees C=28.72+0.49 x ln(SCC, x10(3) cells/mL); R(2)=0.72]. The USST for healthy quarters (SCC <or=400,000 cells/mL; n=94) was different from that for subclinical mastitic quarters (SCC >400,000 cells/mL; n=135) (mean +/- SE; 33.45+/-0.09 vs. 35.80+/-0.08 degrees C). The sensitivity, specificity, positive likelihood ratio, negative likelihood ratio, positive predictive value, and negative predictive value were 95.6, 93.6, 14.97, 0.05, 95.0, and 93.6, respectively, for IRT and 88.9, 98.9, 83.56, 0.11, 99.2, and 86.1, respectively, for CMT. The area under the receiver operating characteristics curve for IRT and CMT was not different. In conclusion, as a noninvasive and quick tool, IRT can be employed for screening subclinical mastitis via measuring USST, with a high predictive diagnostic ability similar to CMT when microbiological culturing is unavailable. However, the reliability of IRT among cows with different characteristics and those living under various environmental conditions remains to be determined.

[1]  I. Knížková,et al.  Infrared thermography as a tool to study the milking process: a review , 2007 .

[2]  Richard O'Kennedy,et al.  Mastitis detection: current trends and future perspectives. , 2009, Trends in biotechnology.

[3]  Arjmand R. Mufti,et al.  Inflammation and Healing of Damaged Tissues , 2006 .

[4]  R. P. Natzke,et al.  Predictability by somatic cell counts related to prevalence of intrammary infection within herds. , 1982, Journal of dairy science.

[5]  M. Souza,et al.  Economic impact of mastitis in six farms of Araxá - Minas Gerais state, Brazil , 2005 .

[6]  P. Rajala-Schultz,et al.  Culling of dairy cows. Part II. Effects of diseases and reproductive performance on culling in Finnish Ayrshire cows. , 1999, Preventive veterinary medicine.

[7]  R. Erskine,et al.  Mastitis therapy and pharmacology. , 2003, The Veterinary clinics of North America. Food animal practice.

[8]  A. D. Kennedy,et al.  Daily variation in the udder surface temperature of dairy cows measured by infrared thermography: Potential for mastitis detection , 2003 .

[9]  N. Cheville Introduction to Veterinary Pathology , 1988 .

[10]  Helen Potter,et al.  The sensitivity of thermography to temperature changes in breast tissue. , 1997, The Australian journal of physiotherapy.

[11]  T. Larsen,et al.  L-lactate dehydrogenase and N-acetyl-β-D-glucosaminidase activities in bovine milk as indicators of non-specific mastitis , 2006, Journal of Dairy Research.

[12]  J. A. Clark,et al.  The potential of infra-red thermography in veterinary diagnosis , 1977, Veterinary Record.

[13]  G. Gürdil,et al.  APPLICATIONS OF INFRARED THERMOGRAPHY IN ANIMAL PRODUCTION , 2007 .

[14]  B. Polat,et al.  Short communication: early detection of mastitis using infrared thermography in dairy cows. , 2008, Journal of dairy science.

[15]  A. Eddy,et al.  The role of thermography in the management of equine lameness. , 2001, Veterinary journal.

[16]  S. Pyörälä,et al.  Detection of clinical mastitis with the help of a thermal camera. , 2008, Journal of dairy science.

[17]  J. Sargeant,et al.  Sensitivity and specificity of somatic cell count and California Mastitis Test for identifying intramammary infection in early lactation. , 2001, Journal of dairy science.

[18]  N. E. Jensen,et al.  Interquarter comparison of markers of subclinical mastitis: somatic cell count, electrical conductivity, N-acetyl-β-glucosaminidase and antitrypsin , 1991, Journal of Dairy Research.

[19]  M. Ireland,et al.  Clinical mastitis in dairy cattle in Ontario: frequency of occurrence and bacteriological isolates. , 1998, The Canadian veterinary journal = La revue veterinaire canadienne.

[20]  R. Purohit,et al.  Thermography in the diagnosis of inflammatory processes in the horse. , 1980, American journal of veterinary research.

[21]  J. Brito,et al.  Sensibilidade e especificidade do "California Mastitis Test" como recurso diagnóstico da mastite subclínica em relação à contagem de células somáticas , 1997 .

[22]  H. Henderson,et al.  Changes in electrical conductivity and somatic cell count between milk fractions from quarters subclinically infected with particular mastitis pathogens , 1998, Journal of Dairy Research.

[23]  H. Seegers,et al.  Accuracy of the detection of intramammary infection using quarter somatic cell count when taking parity and stage of lactation of the dairy cow into account , 2002 .

[24]  A. Lefcourt,et al.  Circadian and ultradian temperature rhythms of lactating dairy cows. , 1984, Journal of dairy science.

[25]  James R. Webster,et al.  Infrared thermography as a non-invasive tool to study animal welfare , 2005, Animal Welfare.

[26]  K. Barth Basic investigations to evaluate a highly sensitive infrared-thermograph-technique to detect udder inflammation in cows. , 2000 .

[27]  Schalm Ow,et al.  Experiments and observations leading to development of the California mastitis test. , 1957 .

[28]  P. Sears,et al.  Diagnosis of mastitis for therapy decisions. , 2003, The Veterinary clinics of North America. Food animal practice.

[29]  John A. Basarab,et al.  The use of infrared thermography as an early indicator of bovine respiratory disease complex in calves , 2007, Research in Veterinary Science.

[30]  J. F. Hurnik,et al.  DETECTION OF HEALTH DISORDERS IN DAIRY CATTLE UTILIZING A THERMAL INFRARED SCANNING TECHNIQUE , 1984 .

[31]  P. Rajala-Schultz,et al.  Culling of dairy cows. Part I. Effects of diseases on culling in Finnish Ayrshire cows. , 1999, Preventive veterinary medicine.

[32]  S. McDougall Prevalence of clinical mastitis in 38 Waikato dairy herds in early lactation. , 1999, New Zealand veterinary journal.

[33]  J. Hamann,et al.  Variation in the composition of selected milk fraction samples from healthy and mastitic quarters, and its significance for mastitis diagnosis. , 2005, The Journal of dairy research.

[34]  K. Stafford,et al.  Non-invasive measurement of stress in dairy cows using infrared thermography , 2007, Physiology & Behavior.

[35]  Allan L. Schaefer,et al.  Early Detection and Prediction of Infection using Infrared Thermography , 2004, Recent trends in Management and Commerce.

[36]  D. O. Noorlander,et al.  Experiments and observations leading to development of the California mastitis test. , 1957, Journal of the American Veterinary Medical Association.

[37]  A. Kruif,et al.  Somatic cell counts in dairy heifers during early lactation. , 2000 .

[38]  J. Blum,et al.  Subclinical mastitis in dairy cows in Swiss organic and conventional production systems , 2006, Journal of Dairy Research.