Birth weight as a risk factor for neonatal mortality: Breed-specific approach to identify at-risk puppies

被引:48
作者
Mugnier, Amelie [1 ]
Mila, Hanna [1 ]
Guiraud, Florine [1 ]
Brevaux, Julie [1 ]
Lecarpentier, Manon [1 ]
Martinez, Clara [1 ]
Mariani, Claire [2 ]
Adib-Lesaux, Achraf [2 ]
Chastant-Maillard, Sylvie [1 ]
Saegerman, Claude [3 ]
Grellet, Aurelien [1 ]
机构
[1] Univ Toulouse, NeoCare, UMR INRA ENVT 1225 IHAP, Reprod, 23 Chemin Capelles, F-31076 Toulouse 03, France
[2] Royal Canin, 650 Ave Petite Camargue, F-30470 Aimargues, France
[3] Univ Liege, FARAH, UREAR ULiege, Fac Med Vet, B42,Quartier Vallee 2,Ave Cureghem 7A, B-4000 Liege, Belgium
关键词
Neonatal mortality; Birth weight; Dog breed; Puppy; Risk factor; Threshold; GROWTH; DOGS; SURVIVAL; COHORT; CANINE; CURVE;
D O I
10.1016/j.prevetmed.2019.104746
中图分类号
S85 [动物医学(兽医学)];
学科分类号
0906 ;
摘要
In numerous species, low birth weight is a risk factor for neonatal mortality. In the canine species, definition of a low birth weight is complex due to the huge interbreed variability in size. To identify puppies at higher risk of neonatal death, data from 6,694 puppies were analysed. The data were collected from 75 French breeding kennels, examining 27 breeds and totaling 1,202 litters of puppies. Generalised linear mixed models allowed to identify birth weight, birth weight heterogeneity within the litter, and size of the breeding kennel as significant risk factors for neonatal mortality. Receiver Operating Characteristics (ROC) and classification and regression tree (CART) analyses were combined to define breed specific thresholds for birth weight allowing the identification of puppies at higher risk of neonatal mortality. Due to differences in birth weights between breeds, including when belonging to the same breed size, analyses were conducted at the breed level. First, ROC analysis thresholds were successfully established for 12 breeds (area under the ROC >= 0.70; sensitivity >= 75%; specificity: 45-68%) and they ranged from 162 g in the Maltese to 480 g in the Bernese Mountain dog. Secondly, CART analysis thresholds from 22 breeds ranged from 105 g in the Maltese and 436 g in the Boxer. Puppies were grouped into three categories according to birth weight: low, moderate and high risk of neonatal mortality (higher than the ROC threshold, between ROC and CART thresholds, and lower than the CART threshold respectively). In the current study, 44% of the puppies were classified as at moderate risk and 5.3% for a high risk of neonatal mortality. Thresholds defined by CART analysis (and not ROC analysis) were used to define low birth weight puppies and were sometimes quite different between breeds with similar birth weight distributions suggesting a variable relationship between birth weight reduction and neonatal death. These results allow the identification of puppies at an increased risk of neonatal death, thus requiring specific nursing to improve their chances of survival. With these high risk puppies identified, both animal welfare and kennel productivity is predicted to improve.
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页数:7
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共 44 条
[1]   A Review of Success Factors for Piglet Fostering in Lactation [J].
Alexopoulos, Jena G. ;
Lines, David S. ;
Hallett, Suzanne ;
Plush, Kate J. .
ANIMALS, 2018, 8 (03)
[2]  
[Anonymous], 2016, R LANG ENV STAT COMP
[3]   Fast and Elegant Numerical Linear Algebra Using the RcppEigen Package [J].
Bates, Douglas ;
Eddelbuettel, Dirk .
JOURNAL OF STATISTICAL SOFTWARE, 2013, 52 (05) :1-24
[4]   Seroprevalence and Potential Risk Factors for Brucella Spp. Infection in Traditional Cattle, Sheep and Goats Reared in Urban, Periurban and Rural Areas of Niger [J].
Boukary, Abdou Razac ;
Saegerman, Claude ;
Abatih, Emmanuel ;
Fretin, David ;
Bada, Rianatou Alambedji ;
De Deken, Reginald ;
Harouna, Halimatou Adamou ;
Yenikoye, Alhassane ;
Thys, Eric .
PLOS ONE, 2013, 8 (12)
[5]   A Simple Genetic Architecture Underlies Morphological Variation in Dogs [J].
Boyko, Adam R. ;
Quignon, Pascale ;
Li, Lin ;
Schoenebeck, Jeffrey J. ;
Degenhardt, Jeremiah D. ;
Lohmueller, Kirk E. ;
Zhao, Keyan ;
Brisbin, Abra ;
Parker, Heidi G. ;
vonHoldt, Bridgett M. ;
Cargill, Michele ;
Auton, Adam ;
Reynolds, Andy ;
Elkahloun, Abdel G. ;
Castelhano, Marta ;
Mosher, Dana S. ;
Sutter, Nathan B. ;
Johnson, Gary S. ;
Novembre, John ;
Hubisz, Melissa J. ;
Siepel, Adam ;
Wayne, Robert K. ;
Bustamante, Carlos D. ;
Ostrander, Elaine A. .
PLOS BIOLOGY, 2010, 8 (08) :49-50
[6]  
Cechova M., 2006, Slovak. J. Anim. Sci, V39, P139
[7]  
Chan Philip K, 2001, P 4 INT C KNOWL DISC, P164
[8]   Reproductive performance and pre-weaning mortality: Preliminary analysis of 27,221 purebred female dogs and 204,537 puppies in France [J].
Chastant-Maillard, S. ;
Guillemot, C. ;
Feugier, A. ;
Mariani, C. ;
Grellet, A. ;
Mila, H. .
REPRODUCTION IN DOMESTIC ANIMALS, 2017, 52 :158-162
[9]   Canine and feline colostrum [J].
Chastant-Maillard, S. ;
Aggouni, C. ;
Albaret, A. ;
Fournier, A. ;
Mila, H. .
REPRODUCTION IN DOMESTIC ANIMALS, 2017, 52 :148-152
[10]   Seasonal and breed effects on reproductive parameters in bitches in the tropics: a retrospective study [J].
Chatdarong, K. ;
Tummaruk, P. ;
Sirivaidyapong, S. ;
Raksil, S. .
JOURNAL OF SMALL ANIMAL PRACTICE, 2007, 48 (08) :444-448