Carcass traits and morphometry, typification of the Longissimus dorsi muscle and non-carcass components of hair lambs: can biscuit bran completely replace corn? A machine learning approach.

Biscuit bran (BB) is a co-product with worldwide distribution, with Brazil as the second largest cookie producer in the world with 1,157,051 tons. We evaluate the impact of completely replacing corn with BB on the characteristics and morphometry of carcass of purebred and crossbred Morada Nova lambs using machine learning techniques as an auxiliary method. Twenty male lambs from two genetic groups (GG) were used: purebred red-coated Morada Nova (MNR) and crossbred MNR × white-coated Morada Nova (MNF1). Supervised and unsupervised machine learning techniques were used. No interaction (P > 0.05) was observed between diets (D) and genetic groups (GG) and no simple isolated effect was observed for carcass characteristics, qualitative-quantitative typification of the Longissimus dorsi muscle, weight of non-carcass components, weight and yield of commercial cuts and carcass morphometric measurements. The formation of two horizontal clusters was verified: (i) crossed lambs with corn and BB and (ii) purebred lambs fed corn and BB. Vertically, three clusters were formed based on carcass and meat characteristics of native lambs: (i) thermal insulation, body capacity, true yield, and commercial cuts; (ii) choice, performance, physical carcass traits, and palatability; and (iii) yield cuts and non-carcass components. The heatmap also allowed us to observe that pure MN lambs had a greater body capacity when fed BB, while those fed corn showed superiority in commercial cuts, true yields, and non-carcass components. Crossbred lambs, regardless of diet, showed a greater association of physical characteristics of the carcass, performance, palatability, and less noble cuts. Crossbred lambs, regardless of diet, showed a greater association of physical characteristics of the carcass, performance, palatability, and less noble cuts. BB can be considered an alternative energy source in total replacement of corn. Integrating of machine learning techniques is a useful statistical tool for studies with large numbers of variables, especially when it comes to analyzing complex data with multiple effects in the search for data patterns and insights in decision-making on the farm.

Inclusion of calcium oxide in sugarcane silage under different particle sizes on performance of dairy cows.

Our objective was to evaluate voluntary intake, apparent digestibility, performance, and nitrogen balance of dairy cows fed sugarcane silage under different particle sizes treated or not with calcium oxide (CaO). Eight F1 Holstein/Zebu cows, with body weight of 521.5 ± 55.17 kg, and 60 ± 10 days in milk were used, distributed into two simultaneous 4 × 4 Latin squares. The treatments were composed of sugarcane into two particle sizes (15 and 30 mm) with and without the addition of CaO (10 g/kg of natural matter), being the treatments compared according to a 2 × 2 factorial arrangement. Data were analyzed by the MIXED procedure of SAS. The intake of dry matter (13.05 kg/day), crude protein, non-fibrous carbohydrates, and neutral detergent fiber was not modified (P > 0.05) by the inclusion of the calcium oxide, nor by particles size and interaction among both. However, there was interaction between CaO and particle size on dry matter digestibility (P = 0.002), being that the CaO was effective in promoting greater DM digestibility in silages with larger particle size. The milk yield and composition were also not affected by the diets (P > 0.05), similarly for nitrogen balance (P > 0.05). The addition of CaO to sugarcane silage with different particle sizes (15 and 30 mm) does not affect the milk yield and composition of dairy cows, nor the nitrogen balance. However, when CaO is added to the sugarcane silage under larger particle sizes, there are benefits in DM digestibility.

Effects of by-product from biscuit industry on performance and carcass traits of fattening Morada Nova lambs.

This research evaluated the effects of using by-product from biscuit industry (BBI) in the diet of fattening lambs of Morada Nova breed. Lamb growth performances and carcass traits were investigated. Twenty Morada Nova breed male lambs body weight (BW) 17.1 ± 3.74 kg, single born, and age 141 ± 7 days were divided into four homogeneous groups (n = 5) fed for 8.5 weeks with four experimental diets replacing corn with BBI at 0, 150, 300, and 450 g/kg. Experimental diets were consisted of 30% Tifton-85 hay and 70% concentrate on dry matter (DM) basis. Diets were formulated to be isonitrogenous and isoenergetic in order to supply nutrient requirements of growing lambs with an average daily gain of 200 g/day. Increased feeding levels of BBI partially replacing corn did not affect dry matter intake, organic matter, and crude protein intake (P > 0.05). Animal performance was not affected by the dietary treatments (P > 0.05). BBI addition to the concentrate did not influence carcass traits, carcass measurements, quali-quantitative of Longissimus lumborum muscle, and meat cuts (P > 0.05). Partially replacing corn with a by-product from biscuit industry does not affect performance and carcass traits of fattening lambs. The BBI can partially replace up to 450 g/kg DM of corn on lambs' diets as a suitable agro-industrial by-product.

Effects of replacing corn with by-product from biscuit manufacture on feed intake, digestibility, nitrogen balance, ingestive behavior, and growth performance of pure or crossbred Morada Nova sheep.

An experiment was carried out to evaluate the effects of replacing corn with by-product from biscuit manufacture (BBM) on feed intake, digestibility, nitrogen balance, ingestive behavior, and growth performance of pure or crossbred Morada Nova sheep. Twenty-four non-castrated male lambs from two genetic groups (GG) were used: purebred red-coated Morada Nova (RMN) and red-coated Morada Nova x white-coated Morada Nova. Each GG had 12 lambs with an initial body weight (BW) of 15.0±0.84 and 18.8±0.88 kg for RMN and crossbred lambs, respectively. Treatments were distributed in a completely randomized design, according to a 2 × 2 factorial arrangement, as follows: two genetic groups (RMN and crossbred) and two diets (ground corn and by-product from biscuit manufacture-BBM) with six replicates. There was no effect (p > 0.05) of GG on feed intake (g/day and as a fraction of BW). Lambs fed BBM had a lower feed intake (p < 0.05) than corn-fed lambs, except for the non-fibrous carbohydrate intake, which did not differ among diets (p > 0.05). No effects (p > 0.05) of GG or diets were observed on apparent digestibility, except for organic matter, which was higher for BBM-fed lambs (p < 0.05). Intake and N urinary excretion were lower (p < 0.05) for BBM-fed lambs when compared to corn-fed lambs. There was no effect (p > 0.05) of GG on growth performance. On the other hand, lambs fed BBM diet had a higher (p < 0.05) feed efficiency than corn-fed lambs. Total replacing corn with BBM in finishing lamb diets increases the efficiency of nutrient utilization, which results in higher feed efficiency. The crossbreeding between the red- and white-coated strains of Morada Nova sheep does not affect nutritional and growth performance.

Sheep meat production in the Brazilian semi-arid region: crossing between indigenous breeds.

Investigations in the Brazilian semi-arid region evaluating the performance and carcass traits of sheep of indigenous breeds and their crossings have been performed; however, these studies use exotic breeds which produce precocious lambs with heavier carcasses, but not adapted to climatic conditions and the extensive production system, jeopardizing the sustainability of the sheep production system. We crossed between three indigenous breeds: Morada Nova (MN - maternal breed); Rabo Largo (RL - paternal breed), and Santa Inês (SI - paternal breed) with the objective of evaluating the effect of genotype and sex on the performance and carcass traits of purebred and crossbred animals. A total of 30 lambs, males and females, reared in a semi-intensive system were evaluated. Birth and weaning weights were 2.26 ± 0.53 and 7.31 ± 1.85, respectively. All lambs were slaughtered at 10 months of age. A completely randomized design in a 3 × 2 factorial scheme (three genotypes and two sexes) was used. Multivariate techniques were also performed to reduce group and discriminate variables. Birth and weaning weight were similar (P > 0.05) among genetic groups and sexes. The weight gain, carcass and morphometric trait characteristics, and the main commercial cuts were higher in crossbred lambs (P < 0.05). All indicators have discriminatory power between genotypes and sexes, but the carcass traits have a higher discriminatory power (P < 0.001). All genotypes, regardless of sex, have particular characteristics, i.e. MN × SI was characterized by greater forelimb and ham perimeters (P < 0.001), and the MN × RL by higher hot carcass weight and finish (P = 0.001). The cluster analysis and the heatmap plot revealed associations between SI and the size of cuts and RL with the cut commercial yield and the reduction in weight loss due to cooling. Our findings confirm the hypothesis that crossing between indigenous breeds represents an adequate alternative in sheep meat production systems in semi-arid regions. Finally, we encourage the use of indigenous breeds for sheep meat production with breed identity in order to favor the conservation of genetic resources and the sustainability of the production system.