Conformation characteristics of suckling lambs carcasses from the Spanish local breeds Churra and Castellana and the non-native breed Assaf determined using digital photographs

Conformation characteristics of suckling lambs carcasses from the Spanish local breeds Churra and Castellana and the non-native breed Assaf determined using digital photographs

Small Ruminant Research 160 (2018) 89–94 Contents lists available at ScienceDirect Small Ruminant Research journal homepage: www.elsevier.com/locate...

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Small Ruminant Research 160 (2018) 89–94

Contents lists available at ScienceDirect

Small Ruminant Research journal homepage: www.elsevier.com/locate/smallrumres

Conformation characteristics of suckling lambs carcasses from the Spanish local breeds Churra and Castellana and the non-native breed Assaf determined using digital photographs

T

Irma Caroa, Rocío Alaiz-Rodríguezb, Victor González-Castrob, Emiliano J. Quintoa, ⁎ Javier Mateoc, a b c

Department of Food Science and Nutrition, Faculty of Medicine, University of Valladolid, Avenida Ramón y Cajal 7, 47005, Valladolid, Spain Department of Electric Engineering and Systems and Automatic, Engineering School, University of León, Campus de Vegazana, s/n, 24071, León, Spain Department of Food Science and Technology, Faculty of Veterinary Sciences, University of León, Campus de Vegazana, s/n, 24071, León, Spain

A R T I C L E I N F O

A B S T R A C T

Keywords: Non-native breed Lamb carcass Carcass conformation Meat quality label

This study aimed to determine and compare the conformation of suckling lamb carcasses from three sheep breeds produced in Spain, two local and one non-native. A total of 52 and 55 carcasses from the local breeds Churra and Castellana, respectively, and 54 from the non-native breed Assaf (92 male and 69 female in total) were evaluated for their conformation characteristics using dorsal- and side-view photographs. Results showed that, with similar carcass weight means, Castellana carcasses were longer than Assaf ones and Churra carcasses tended to have intermediate values. Conformation of Churra carcasses did not significantly differ from that of Assaf carcasses in the dorsal view. However, the carcass side-view measurements showed significant differences between the latter and the other two breeds. The thoracic cage of Assaf carcasses was smaller than that of Castellana and Churra carcasses. No effect of sex on conformation was observed.

1. Introduction

carcass characteristics, i.e., fatness, conformation, and joints and tissue proportions obtained from carcasses, have been investigated (Sañudo et al., 1997; Pérez et al., 2002; Miguélez et al., 2006; Santos et al., 2015). These studies have suggested that despite the short range of age and weight of suckling lambs at the moment of slaughter, differences related to the above mentioned effects on carcass characteristics can be found. There is a considerable number of sheep in the Iberian Peninsula (according to the annual data from 2016 there was more than 18 million head, out of which approximately 10% are dairy ewes; EUROSTAT, 2018). Among the dairy sheep population, dairy ewes from local breeds represent an important part. They are well adapted to the environmental conditions of their production areas and yield around 1 l per day of milked milk (De la Fuente et al., 2006). In Spain, the populations of Churra, one of the major local dairy breeds in numbers, and Castellana are nearly 500,000 and 54,000 head, respectively. Sheep from these breeds are mainly reared in the region of ‘Castilla y León’. Both breeds together with the also local Ojalada breed (with a lower number of heads) and their crossbreeds are the only breeds allowed in the Spanish PGI “Lechazo de Castilla y León”, which is located in the region of Castilla y León.

The production of suckling lambs with slaughter weights from 9 to 14 kg is traditional in Mediterranean sheep dairy farms (Sañudo et al., 1997), and suckling lamb meat is considered a high-quality product (Gorraiz et al., 2000). Because of this, several European Union’s Protected Geographical Indication (PGI) quality labels have recognized the quality of suckling lamb meat in Southern Europe (DOOR, 2017). Carcass quality, which depends on different meat production factors, determines the carcass value in the market and indicates to some extent its butchers yield and the eating quality of its meat. Therefore, quality classification systems for lamb carcasses have been developed elsewhere. The European Union classification system used for suckling lamb carcasses is mainly based on carcass weight, fatness and meat colour (Regulations EEC No 2137/92 and 461/93–as amended; Miguel et al., 2003a). Differently from the heavier lambs (carcass weight < 13 kg) classification system, in the above mentioned system conformation is not evaluated because light carcasses would be systematically penalised (with small scores) due to their naturally poor morphology (Sañudo et al., 2000). In several studies, the effect of breed and sex on the suckling lamb



Corresponding author. E-mail address: [email protected] (J. Mateo).

https://doi.org/10.1016/j.smallrumres.2018.01.013 Received 28 September 2017; Received in revised form 23 January 2018; Accepted 24 January 2018 Available online 31 January 2018 0921-4488/ © 2018 Elsevier B.V. All rights reserved.

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On the other hand, crossbreeding or absorption with high yielding non-native (foreign-introduced) sheep breeds have been widely used over the past decades in order to increase the milk production levels regarding those rendered by local populations. In Spain, Assaf has been the main breed used for this purpose, being introduced in the Iberian Peninsula by 1990 (De la Fuente et al., 2006). Assaf is a semi-fat tailed breed developed from a cross between the fat-tailed breed Awassi and the non-fat-tailed breed Friesian. The success of this breed consists of its high milk yield (more than double of the local breeds), good prolificacy, and good adaptation to intensive systems. Today the estimated number of Assaf ewes in Spain is 800,000, with about 91,500 of them registered in the official milk recording system (Dr. Fernando De la Fuente, personal communication, 2017) Based on its numerical relevance and the time elapsed since the breed was introduced, in the last years Assaf lambs were proposed to be included under the above mentioned regional PGI, which resulted in being a polemical matter, arising controversy and rejection among local breed producers. In spite of the large production of the suckling lambs from Assaf, Churra and to less extent Castellana breeds and the growing demand among stakeholders for studies comparing the quality of carcasses from the local and non-native sheep breeds, little information is available on their carcass quality traits. To our knowledge, the only studies in this regard are those by Landa et al. (2004), who studied the carcass characteristics of Assaf breed lambs, Sañudo et al. (1997) and Miguélez et al. (2006), who studied and compared characteristics of Castellana and Churra lamb carcasses, and Revilla et al. (2005), who studied and compared the fatness and conformation of Assaf, Churra and Castellana lamb carcasses at two different carcass weights. In the latter three studies, there was evidence on the effect of breed on the quality of suckling lamb carcasses. Furthermore, De la Fuente et al. (2006) reported higher values in weight at birth and growth rates and lower days at slaughter in Assaf suckling lambs than in Churra and Castellana ones; those results, attributed to genetic differences between the local and the non-native breed, might account for breed-related differences in carcass characteristics. This study aimed to assess and compare the conformation of Churra and Castellana (local breeds) and Assaf (non-native breed) suckling lambs carcasses within the weight range common in the market (i.e., 4.5–7 kg) using digital photos taken in slaughterhouses. At the same time, the eventual effect of sex on carcass conformation was considered. An additional specific purpose was, as a case study, to explore the possibility to stablish clear differences in conformation between the local breeds and the non-native breed.

Fig. 1. Structure for hanging carcasses (A) and general layout for photograph collection (B).

lamb carcasses (European Union, 1994a, 1994b), and weighed between 4.5 and 7 kg, which is the range authorized in the EU’s PGI “Lechazo de Castilla y León”. As the result of the sampling process, the carcasses studied came from 92 male lambs (30 Churra, 34 Castellana and 28 Assaf) and 69 female lambs (22 Churra, 21 Castellana and 26 Assaf).

2. Materials and methods 2.1. Carcass sampling

2.2. Carcass conformation

A total of 161 suckling lamb carcasses were sampled for this experiment (52 from Churra, 55 from Castellana and 54 from Assaf breeds) in two regional slaughterhouses (Magnus, Arcenillas-Zamora, and Giresa, Palencia). Sampling took place during three days for Churra lambs and two days for Castellana and Assaf lambs. The carcasses sampled were randomly chosen among the available carcasses in the slaughterhouses each day of sampling. The number of available carcasses per breed and day was between 64 and 104 and those carcasses came from lambs reared in 4–8 different farms. Churra and Castellana carcasses originated from lambs reared in farms affiliated to the correspondent breeders associations in the region of ‘Castilla y León’, Spain (ANCHE, Palencia, and ANCA, Zamora, respectively; 12 farms for Churra and 8 for Castellana). On the other hand, the Assaf carcasses originated from (11) farms belonging to a regional cooperative (ASOVINO, Zamora, Spain), which were affiliated to the Spanish Assaf breeders’ association (ASSAFE, Toro, Zamora). All the sampled carcasses were classified as “Category A (≤7 kg)” and “Quality 1 (pink meat and fatness score 2 or 3)” following the EU Official Model for light

The conformation characteristics of the suckling lamb carcasses were determined from the corresponding images (photographs). Photographs of suckling lamb carcasses have been successfully used for classification purposes in other studies (Ruiz de Huidobro et al., 2003). The cold carcasses within 5 and 20 h after the slaughter were weighed and then hung vertically downwards in a metallic stainless steel structure at the slaughterhouse. A rotatory (90°) hook was placed on the structure to hang the carcass through its rear heels (10 cm between heels) so the images could be taken from the dorsal and side views with no need to move the camera (Fig. 1). A matte black canvas was placed behind the structure to maximize the contrast of the carcass with the background. Two fluorescent lamps designed for industrial inspection (13 W, colour temperature of 5100 K, and high frequency 25 kHz) provided homogeneous light reducing shines on carcass surface. Each lamp was placed on a light stainless steel structure designed and built specifically for this project, making possible to place the lamp at the height of the carcass. The images were acquired using a digital reflex Canon 400D EOS camera, equipped with a 10.1 megapixel CMOS sensor 90

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Fig. 2. Carcass images from the dorsal and side views showing the conformation measurements analysed. Dorsal view: TCL, total carcass length; PLL, pelvic limb length; BuW, buttock width; LW, lumbar width; BrW, breast width; SW, shoulder width. Side view: LCL, leg chump-on length; LL, loin length; LD, lumbar depth; BD, breast depth; VLS, vertical length of sternum; OLS, oblique length of sternum; TaF, tangent angle of the flank; TaS, tangent angle of sternum.

Table 1 Conformation measurements taken from the carcass images. a) Dorsal view Acronym

Description

Total carcass length Pelvic limb length

TCL PLL

Buttock width Lumbar width Breast width Shoulder width

BuW LW BrW SW

Length from the horizontal line drawn between the dorsal-upper edges of tarsus-metatarsus joint surfaces to the base of the neck. Vertical length from the dorsal-upper edge of tarsus-metatarsus joint surface to the horizontal line drawn between the femur trochanters (buttock width). Maximum length between femur trochanters (Fisher and De Boer, 1994). Minimum horizontal distance of the carcass lumbar region (at the level of the penultimate lumbar vertebrae). Maximum horizontal distance of the ribcage (Santos et al., 2015). Maximum horizontal distance measured at the level of the scapula from one lateral surface to the other (Abdullah and Qudsieh, 2008).

b) Side view Acronym

Description

Leg chump-on length

LCL

Loin length

LL

Lumbar depth Breast depth Vertical length of sternum Oblique length of sternum Tangent angle of the flank Tangent angle of the sternum

LD BD VLS OLS TaF TaS

Vertical length from the lateral-upper edge of tarsus-metatarsus joint surface to the horizontal line draw at the level of the crest of ilium, where the loin starts (include the saddle and hind leg; Masri et al., 2011). Vertical length from the horizontal line draw at the level of the crest of ilium to the horizontal line drawn at the anterior edge of the breast. Minimum horizontal distance of the carcass lumbar region. Maximum horizontal distance of the ribcage. Vertical distance from the base of the xiphoid process to the horizontal line tangent to the lower edge of the breast. Straight-line distance from the base of the xiphoid process to the lower edge of the breast. Tangent angle formed by the linear edge of the flank with respect to the vertical axis. Tangent angle formed by the oblique length of sternum with respect to the horizontal axis

using the Pixel-Fox software (Dietermann & Heuser Solution GmbH, Greifenstein-Beilstein, Germany). Images including a carcass and a measure tape on it were used to transform the measures to real scale (two images with a measure tape on the carcass were taken for each view and each sampling day).

and lens EF-S 18–55 mm. We determined the best camera configuration during previous configuration tests, which was as follows: vertical position, minimum possible zoom, diaphragm aperture F11, automatically set exposure time, exposure compensation −2/3 and daylight white balance mode. Fig. 2 shows the side and dorsal view images from a sample carcass. To make the installation easier we used a plastic surface on the floor with indications of where each of the aforementioned elements had to be placed, so it could be transported and installed anywhere. Conformation measurements from dorsal- and right-side views of the carcass were obtained from the images (Table 1; Fig. 2)

2.3. Statistical analysis The general linear model univariate analysis was applied to the data with breed as fixed factor, sex as random factor, and carcass weight as 91

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breast depth (P < 0.05) and tended to show a higher breast width (P < 0.1). On the other hand, Assaf carcasses showed the shortest loin and sternum (P < 0.05), and the lowest values for lumbar width (P < 0.1) and depth (P < 0.05). Finally, the values of the conformation measurements of Churra carcasses tended to be between those of the other two breeds. They did not significantly differ from those of Assaf carcasses in the dorsal view. However, in the side-view measurements significant differences between Churra and the other two breeds were detected for loin length, lumbar depth, and both lengths of the sternum. The overall results indicated a better carcass conformation in the Assaf breed, followed by the Churra and then the Castellana. In agreement, a previous study (Revilla et al., 2005) also reported more compact and shorter carcasses for the Assaf than for the Churra. Significant differences in the tangent angles of the flanks and sternum (Fig. 2) were observed between Assaf carcasses and the other two breeds, with Assaf showing the lowest values (Table 2). These differences, together with those observed from the sternum lengths (shorter in Assaf), reveal a xiphoid process in a more cranial position and a shorter, smaller and more circular-shaped thoracic cage in Assaf carcasses than in Churra and Castellana carcasses, with the xiphoid process in a more caudal position and a larger and more ellipticalshaped thoracic cage. Breed effect would be attributed to a genetic effect on size and precocity (Sañudo et al., 1997). According to Legaz et al. (2008), Assaf breed in Spain has a high genetic distance with respect to local Spanish dairy sheep breeds. However, the spreading of this breed in Spain, three decades ago, occurred basically via male-mediated absorption of local sheep (De la Fuente et al., 2006), and the highest gene flow among the Spanish local sheep breeds into the Assaf seemed to be from the Churra (Legaz et al., 2008). This might partially explain the higher similarity in carcass conformation between Assaf and Churra than between Assaf and Castellana. On the other hand, not significant effect was found for sex or the interaction breed x sex. The effect of sex on the conformation of suckling lamb carcasses less than 7 kg weight seems to be small because of the lambs’ young age and narrow weight range. Landa et al. (2004) and Santos et al. (2007, 2015) found similar results to those of this study,

covariate; P < 0.05 was the significant level for the statistical differences. The least square difference post hoc test was carried out to assess differences between breeds when the analysis of variance showed significance for this factor. Analysis where carried out using the SPSS 24 package (Version 24, SPSS Inc., Chicago, IL). Finally, a principal component analysis (PCA) was also carried out. In the PC analysis model all the lengths, widths and depths described in Table 1 were considered as variables. Analyses were performed using the MATLAB and Statistic Toolbox (Release 2016b, MAthWorks, Inc., Natick, MA), centering the data and using the singular value decomposition algorithm.

3. Results and discussion The use of digital carcass images for the evaluation of lamb carcass conformation, as is the case of the present study, has demonstrated to be feasible and effective. On the one hand, usually, in slaughterhouses, trained personnel use photographic standards to assess subjectively carcass conformation, and as demonstrated by Miguel et al. (2003b), the performance of the subjective grading on suckling lamb carcass images was not significantly different from direct on-carcass grading. On the other hand, objective carcass grading using digital images is a challenge for the lamb meat industry (Einarsson et al., 2014). The weights (mean ± standard deviation and range) of the carcasess of this study were 5.6 ± 0.4 kg and 4.8–6.5 kg for Churra, 5.6 ± 0.4 kg and 4.8–6.4 kg for Castellana, and 5.5 ± 0.4 kg and 4.9–6.2 kg for Assaf; those from male and female carcasses were respectively 5.6 ± 0.4 kg and 4.8-6.5 kg, and 5.5 ± 0.4 kg and 4.8–6.5 kg. Differences in carcass weight between breeds or sexes were not significant (P > 0.05). Table 2 shows the conformation measurements of suckling lamb carcasses from Churra, Castellana and Assaf breeds obtained from the dorsal and the side carcass views. In spite of having a similar carcass weight, breed affected most of the conformation measurements, especially those obtained from the side view (P < 0.05–P < 0.01). Castellana breed carcasses were the longest, with higher total carcass length and longer leg-chump on, loin and sternum lengths. They also had a lower compactness index (carcass weight/total carcass length). Furthermore, they showed a significantly higher buttock width and

Table 2 Conformation lengths, widths and depths (cm), tangent angles and ratios related with carcass compactness calculated from photographic images with the dorsal and right-side views of suckling lamb carcasses from different breeds and sexes. P-value Churra (n = 52) Dorsal view Total carcass length (TCL) Pelvic limb length Buttock width Lumbar width Breast width Shoulder width Cascass weigth/TCL

75.9 28.6 13.3 10.6 11.8 11.9 74.7

Side view Leg-chump on length Loin length Lumbar depth Breast depth Vertical length of sternum Oblique length of sternum Tangent angle of the flank Tangent angle of sternum Breast depth/loin length

37.9 ± 1.7b 41.1 ± 2.2b 9.14 ± 0.48b 18.2 ± 1.0b 16.7 ± 1.4b 19.0 ± 1.6b 0.426 ± 0.025a 0.705 ± 0.101a 0.447 ± 0.023b

± ± ± ± ± ± ±

3.4b 1.9 0.6b 0.7 1.0 0.7 5.5a

Castellana (n = 55)

78.3 28.7 14.2 10.7 12.4 12.2 71.1

± ± ± ± ± ± ±

2.5a 2.1 0.7a 0.6 0.9 0.6 6.0b

40.4 ± 1.5a 43.0 ± 1.7a 9.34 ± 0.34a 19.4 ± 0.7a 17.8 ± 1.0a 19.9 ± 1.0a 0.419 ± 0.029a 0.734 ± 0.078a 0.452 ± 0.019ab

Assaf (n = 54)

73.8 27.5 13.4 10.1 11.4 11.3 73.9

± ± ± ± ± ± ±

3.0b 1.7 0.7b 0.7 1.2 0.5 5.5a

37.6 ± 1.3b 39.9 ± 2.1c 8.75 ± 0.32c 18.1 ± 0.7b 16.1 ± 1.6c 18.0 ± 1.6c 0.374 ± 0.023b 0.648 ± 0.127b 0.453 ± 0.023a

Male (n = 92)

Female (n = 69)

B

S

W

76.2 28.2 13.6 10.4 11.8 11.9 73.6

75.4 28.3 13.6 10.6 11.9 11.6 72.6

** NS * + + NS *

NS NS NS + NS NS NS

NS NS *** *** ** * ***

* * * ** ** ** ** * *

NS NS NS NS NS NS NS NS *

** *** ** *** * * NS NS NS

± ± ± ± ± ± ±

3.5 2.0 0.8 0.7 1.0 0.8 6.4

38.8 ± 2.0 41.4 ± 2.5 9.13 ± 0.45 18.7 ± 1.0 16.9 ± 1.6 18.9 ± 1.7 0.408 ± 0.032 0.704 ± 0.121 0.452 ± 0.025

± ± ± ± ± ± ±

3.1 1.9 0.8 0.7 1.2 0.7 5.1

38.9 ± 1.9 41.3 ± 2.2 9.01 ± 0.46 18.4 ± 1.0 16.9 ± 1.4 19.0 ± 1.6 0.404 ± 0.035 0.685 ± 0.091 0.447 ± 0.025

P-value: Probability level; B, breed (fixed factor); S: sex (random factor); W, weight (covariate) NS, not significant; +, P < 0.1; *, P < 0.05; **, P < 0.01; ***, P < 0.001. r: Pearson correlation coefficient between carcass weight and the correspondent conformation measurements (*: P < 0.05). a,b,c : Means for breeds in the same row with different letters showed significant differences (P < 0.05) by the Fisher’s least significant difference test.

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groups (Fig. 3): the loin, oblique and vertical sternum lengths (LL, OLS and VLS, respectively), showing positive scores, and the pelvic limb and total carcass lengths (PLL and TCL, respectively), showing negative scores. There was no neat separation of the clusters of samples from each breed in the PCA sample plot (Fig. 4). Although most of the Castellana samples were located to the positive side of the component 1 and most of the Assaf samples to the negative side; Churra samples were equally distributed between the positive and negative sides. Results indicated, as seen before, larger carcasses for Castellana, smaller for Assaf and intermediate for Churra. On the other hand, the distribution of the carcasses between positive and negative sides with regard to component 2 appeared similar for the three breeds. 4. Conclusions Differences in the conformation characteristics between the suckling lamb carcasses belonging to different breeds can be detected using digital photographs taken at the slaughterhouse. The analysis of side-view images showed a better performance than that of dorsal-view images, i.e. the breed effect was much more evident on side-view measurements. The analysis based on carcass conformation did not allow to discriminate between carcasses from local and non-native breeds. However, the most characteristic and relevant difference between the local breeds and the non-native breed is that the former showed a longer and more elliptical-shaped thoracic cage. From the present case study, it can be inferred that the potential inclusion of a non-native breed in the EU suckling lamb PGI labelling schemes, where typically only local breeds are allowed, would result in a loss of homogeneity in the PGI carcass characteristics. Finally, the study confirms that sex has little or no effect on conformation of suckling lamb carcasses.

Fig. 3. Principal component (Component 1 and 2) score plot showing the projection of the factor score coefficients of the carcass lengths, widths and depths described in Table 1 and Fig. 2: TCL, Total carcass length; PLL, Pelvic limb length; BuW, buttock width; LW, lumbar width; BrW, breast width; SW. shoulder width; LCL, leg chump-on length; LL, loin length; LD, lumbar depth; BD, breast depth; VLS, vertical length of sternum; OLS, oblique length of sternum.

Conflict of interest statement The authors acknowledge that there is no conflict of interest. Acknowledgements This work has been funded by the Instituto Tecnológico Agrario de Castilla y León (ITACyL) and the University of León. We thank ANCHE and ANCA breeders’ associations, ASOVINO cooperative and the collaborator slaughterhouses. References Abdullah, A.Y., Qudsieh, R.I., 2008. Carcass characteristics of Awassi ram lambs slaughtered at different weights. Livest. Sci. 117, 165–175. DOOR, 2017. Data Base of Origin and Registration Agriculture and Rural Development. European Commision Retrieved from: http://ec.europa.eu/agriculture/quality/ door/list.html?locale=en. De la Fuente, L.F., Gabiña, D., Carolino, N., Ugarte, E., 2006. The Awassi and Assaf breeds in Spain and Portugal. In: 57th Annual Meeting of the European Association for Animal Production (EAAP). Sheep and Goat Commission, Session 14, Paper S14.2. Antalya, Turkey. De la Fuente, F., 2017. Personal communication. EUROSTAT, 2018. EUROSTAT Database. European Commision, Brussels Retreived from: http://ec.europa.eu/eurostat/data/database. Einarsson, E., Eythórsdóttir, E., Smith, C.R., Jónmundsson, J.V., 2014. The ability of video image analysis to predict lean meat yield and EUROP score of lamb carcasses. Animal 8, 1170–1177. European Union, 1994. Council Regulation (EC) No 1278/94 of 30 May 1994 amending Regulation (EEC) No 338/91 determining the Community standard quality of fresh or chilled sheep carcases and Regulation (EEC) No 2137/92 concerning the Community scale for the classification of carcases of ovine animals and determining the Community standard quality of fresh or chilled sheep carcases. Off. J. L 140, 03/ 06/94. European Union, 1994b. Community Scale for the Classification of Carcasses of Light Lambs. Office for the Official Publications of the European Communities, Luxembourg Brochure No. CM-84-94-703-EN-D. Fisher, A.V., De Boer, H., 1994. The EAAP standard method of sheep carcass assessment. Carcass measurements and dissection procedures. Report of the EAAP Working Group on Carcass Evaluation, in cooperation with the CIHEAM Instituto Agronómico

Fig. 4. Principal component (Component 1 and 2) score plot showing the projection of the carcasses sampled according to breed, based on the carcass lengths, widths and depths as described in Table 1 and Fig. 2.

although Miguélez et al. (2006) found a significant small effect of sex on suckling lamb carcass conformation. The results from the PCA are shown in Figs. 3 and 4. The PCA was performed using as variables the carcass lengths, widths and depths. Component 1 accounted for 64% of the variability. With regard to this component, all the variables showed positive scores and the highest scores corresponded to the carcass lengths, and more specifically to total carcass length and loin length (Fig. 3; TCL and LL, respectively; scores > 0.4). This indicates a major role of those characteristics on carcass conformation variability. The component 2 explained only 11% of the variability observed and divided the carcass lengths in two 93

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