Effect of lactation stage
The lactation stage has a very highly significant (p<0.01) influence on pH, acidity, density, FL, FA, TN, PL, C, C/PL ratio and SP in favour of the Late Lactation-Stage (Table 1). The lactation stage also has a significant influence (p<0.05) on TDE and NNP. The nitrogen fraction of goat’s milk is higher at the end of lactation. Indeed, we note that the C/PL ratio, a particularly representative analytical reference factor of goat’s milk cheese value, decreases in mid-lactation to reach a maximum at the end of lactation. The same tendency was observed for FL, FA, TN, PL and C. In general, our results show that, the major constituents of goat milk are high in early lactation, quickly decrease, then remain low for a variable length of time and increase again towards the end of lactation.
The physicochemical characteristics of milk can be affected by stage of lactation
(Markovic et al., 2020). Late lactation leads to a reduction in milk yield, resulting in an increase in milk fat and protein (
Jarczak, 2013). A similar trend is observed during the summer season
(Li et al., 2022). Kralíekova et al. (2013) found that PL and casein values are relatively stable between the 50
th and 190
th days of lactation and then increase significantly until the end of lactation. For all the solids contained in milk, the peak takes place towards the end of lactation
(Darwesh et al., 2013). This variation could be explained by the negative correlation between milk production and dry matter (
Merkhan, 2011). Any changes in milk composition will be reflected in the nutritional, technological and economic values of goats’ milk as well as of other dairy products (Alok
Kumar et al., 2016).
Effect of breed
In the analysis of the composition of milk based on breed (Table 2), highly significant differences were observed at the level of TDE, TN, PL, C, SP, NNP and PL/TN and C/PL ratios. No significant effect was observed on the FL and FA; however, differences in the levels obtained are reported between the breeds.
Milk quality is influenced by many factors, like environment, breeding system, genetics, animal health, hygiene standards at the farm, breed and stage of lactation (
Zan-Lotrie et al., 2017). Alpine and Saanen goats are the most common milk goat breeds in the world. According to
Zan Lotrie et al., (2017) the chemical composition between these two breeds differs slightly. These results confirm our data on imported breeds. Only few studies have investigated the effect of goat breed on milk fatty acid composition in Algeria. Moreover, information on milk composition of native goat breeds is scarce, especially about FA profile. However, many studies found that impact of breed effect on milk FA is lower as compared to diet (
Nantapo et al., 2014). The local breed has a lower content than the other two breeds. This value is lower than that found by
Boubezari (2010) for the local breed in Jijel (4.63%). But it is higher than the one found by
Benaissa et al., (2023) for the Arbia breed (23.33±0.33 g/l) in the Touggourt region of southern Algeria. Indeed, the breed has been frequently reported in the literature as one of the main variables affecting goat’s milk composition, including casein fractions
(Vulic et al., 2021).
Analysis of the fatty acid profile
Effect of lactation stage
The rate of saturated fatty acids is higher (Table 3) for the Mid lactation (68.22±0.25%), with 57.02±0.43% in short- and medium-chain fatty acids and 11.20±0.08% in long-chain fatty acids, compared to the Early and Late stages (65.50±0.46 % and 63.94±0.54%, respectively). Unlike the saturated fatty acids, the unsaturated fatty acid rate is higher for the late stage (30.33±0.21%) than for the early (26.50±0.12%) and mid stages of lactation (29.73±0.19%).
The effect of lactation stage on goat milk FA composition has been reported by several authors; however, the pattern 2019). In the present study, stage of lactation highly affected all indices of FA, similarly to
Kuchtik et al., (2015) and
Curro et al. (2019). On the other hand,
StrzaLkowska et al.(2009) did not observe an affect of stage of lactation on C4:0, C14:0, C16:0, C17:0. In detail, discrepancies to
StrzaLkowska et al., (2009) could be related to the different feeding strategy used in his study. The higher content of C8:0 to C16:0 SFA and consequently total SFA, in mid-lactation could be linked to the pasture, which may be responsible for an increase in the synthesis of SFA. The C6:0 to C10:0 are responsible for goat flavor of dairy products
(Clark et al., 2017) and therefore the higher content of C6:0 to C10:0 in milk during the last stage of lactation could be responsible for the more pronounced goat flavour in dairy products. The trend of C18:2 was similar to the one reported by
StrzaLkowska et al., (2009) who found lower content in early than mid and late lactation.
Effect of breed
The fatty acid profile is strongly modified by the breed factor (Table 4). Milk from Local breed showed greater C4:0, C10:0, C12:0, C14:0, C16:0 and lower C15:0 and C17:0 contents than the Alpine and Saanen breeds. The low saturated fatty acid content of milk from the Apline and Saanen breeds could be linked to their low adaptability to environmental conditions. Thus, the lower levels of C15:0 and C17:0 in Local breed than Alpine and Saanen breeds suggest that FA contents were affected by breed as reported in
Hanus et al., (2018) study on cow breeds.
Yurchenko et al., (2018), in a similar study showed that milk from Saanen goats has higher portions SFA and lower proportions of C16:0, C16:1 and C18:1 comparing to Swedish Landrace goats. Among imported breeds, very few differences were detected in the FA profile.
Principal component analysis
The 1x2 factorial PCA, from individuals and variables that describe the physicochemical composition of milk, presents a projection of the various samples on the first two axes (F1 and F2) (Fig 1). The PCA shows that the first two axes (F1 and F2) represent 77.51% of the variability. In Fig 1, the F1 axis divides individuals into two groups. The first group (on the positive side of the axis) brings together individuals from the Alpine and Saanen breeds in the first and third stages of lactation. Looking at the biplot of variables and of individuals, we note that this first group is the richest in TFA, FT, DDE, NT, C and PL, with a higher acidity and low pH. The second group (on the minus side of the axis) brings together individuals from the local breed for the three stages of lactation as well as those of the Alpine and Saanen breeds for the second stage of lactation. We notice from the biplot that, unlike the first group, the second group has low levels of TFA, FT, acidity, DDE, NT, Ca and PL and a higher pH.