4. Discussion
The present study demonstrated that dietary inclusion of 10% fermented
Caragana korshinskii significantly enhanced the final body weight, ADG, and ADFI of Mongolian sheep. This finding is consistent with previous studies showing that solid-state fermentation effectively degrades lignocellulose, enriches microbial protein, and enhances the palatability of straw-based forages, thereby improving nutrient availability and animal growth performance [
10,
11,
12]. Our results extend this paradigm by quantifying the specific growth response in Mongolian sheep and, more critically, by identifying a precise optimal inclusion level for this fermented feed resource. The growth promotion observed at the 10% inclusion level can be mechanistically attributed to a synergistic interplay of factors. First, the fermentation process improved feed palatability and texture, which directly stimulated voluntary intake. Second, the condensed tannins in
Caragana korshinskii likely exerted a beneficial rumen-bypass protein-protective effect at this moderate level, optimizing the supply of amino acids for post-ruminal absorption and potentially improving nitrogen utilization efficiency [
13,
14]. Notably, our ruminal microbiota analysis provides direct evidence supporting enhanced fermentation efficiency. The significant increases in the relative abundances of
Firmicutes (a phylum encompassing many fibrolytic and energy-harvesting bacteria),
Succinivibrionaceae (implicated in succinate production), and
Prevotella (versatile degraders of non-cellulosic polysaccharides) collectively indicate a shift in the microbial community towards taxa proficient in energy metabolism and carbohydrate fermentation [
15]. This shift aligns with and biologically explains the improved growth performance, offering a deeper insight beyond mere intake metrics. A key contribution of this study is the identification of a clear dose-dependent response, which refines the application guidelines for fermented
Caragana korshinskii. Contrary to a linear positive relationship, increasing the fermented
Caragana korshinskii inclusion level to 15% and 20% significantly depressed both ADG and ADFI, establishing 10% as the optimal level under our experimental conditions. This reversal highlights that the benefits of fermentation are constrained by the underlying chemical composition of the substrate when included at high proportions. The decline in performance at supra-optimal levels can be attributed to two predominant limiting factors. First, physical and chemical constraints related to fiber became more pronounced: the elevated intake of neutral detergent fiber (NDF) and acid detergent fiber (ADF) likely enhanced physical fill, limiting dry matter intake [
16], while the associated lignin barrier further impeded the digestibility of the fibrous matrix. Second, the cumulative effects of anti-nutritional factors, primarily condensed tannins, transitioned from beneficial to detrimental. At high concentrations, excessive tannins form stable complexes not only with dietary proteins but also with endogenous digestive enzymes, thereby impairing nutrient digestibility and metabolic utilization [
17]. This mechanistic explanation is corroborated by the distinct shifts in specific ruminal microbial taxa observed in the 20% fermented
Caragana korshinskii group, suggesting a potential inhibitory effect of tannin overload on key rumen microbiome functions. In summary, the impact of fermented
Caragana korshinskii on Mongolian sheep operates within a narrow optimal window (approximately 10% of the diet). Within this window, it enhances growth by synergistically improving palatability, providing rumen-protected protein, and fostering a rumen microbial ecosystem geared towards efficient energy harvest. However, beyond this threshold, the benefits are overridden by fiber overload and tannin toxicity. This well-defined dose–response relationship, elucidated through integrated analysis of performance, nutrient composition, and rumen microbiota, is a significant contribution. It moves beyond merely confirming the value of fermentation and provides crucial, precise scientific guidance for the safe and effective utilization of
Caragana korshinskii and similar tannin-rich, unconventional feed resources in ruminant production systems. Mechanistically, the moderate concentration of condensed tannins in the 10% fermented
Caragana korshinskii group may have formed reversible complexes with dietary proteins, protecting them from ruminal degradation and increasing the supply of amino acids for post-ruminal absorption. This ‘rumen-bypass protein’ effect, together with the flavonoid-mediated modulation of rumen microbiota (e.g., increased
Methanobrevibacter abundance), likely contributed to the improved growth performance observed at this inclusion level.
This study systematically investigated the dose-dependent effects of dietary supplementation with fermented
Caragana korshinskii on antioxidant function in Mongolian sheep. By evaluating T-AOC, key antioxidant enzyme activities, and lipid peroxidation biomarkers, we demonstrated that fermented
Caragana korshinskii significantly enhanced systemic antioxidant status in a dose-dependent manner. Specifically, the 10% supplementation group exhibited a comprehensive improvement, with serum T-AOC, SOD, GSH-Px, and CAT activities being significantly higher than those in the control group. This coordinated upregulation indicates an enhanced capacity to scavenge ROS. Correspondingly, serum MDA content—a key marker of lipid peroxidation—was significantly reduced across all supplementation groups, with the most pronounced decrease observed at the 10% inclusion level. These results collectively confirm that moderate fermented
Caragana korshinskii supplementation effectively alleviates systemic oxidative stress in Mongolian sheep. The observed enhancement in antioxidant capacity can be primarily attributed to the phenolic compounds, particularly tannins, present in
Caragana korshinskii, which are well-established antioxidants [
18,
19,
20]. Beyond directly neutralizing free radicals, these bioactive compounds are known to modulate endogenous antioxidant defense systems, potentially through the activation of signaling pathways such as Nrf2/ARE, thereby promoting the synthesis and activity of enzymes including SOD and GSH-Px [
21]. The significant increase in T-AOC in our study supports this mechanism of systemic antioxidant activation. Our findings align with previous reports on the antioxidant properties of plant polyphenols in ruminants but extend this knowledge by delineating a clear dose–response relationship under practical feeding conditions. Notably, consistent with the growth performance trends reported in the companion section of this study, the antioxidant benefits diminished at higher inclusion levels. In the 15% fermented
Caragana korshinskii group, only T-AOC and SOD remained elevated compared to the control, whereas in the 20% fermented
Caragana korshinskii group, only T-AOC was significantly higher. This attenuation at elevated doses may be explained by two interrelated factors. First, high dietary fiber levels can induce digestive and metabolic stress, potentially increasing endogenous ROS production and thereby counteracting the benefits of phenolic antioxidants [
22]. Second, excessive tannins may interfere with the absorption or utilization of essential micronutrients that act synergistically in antioxidant defense, such as selenium and vitamin E [
23]. Our results thus highlight a nonlinear response, where beyond an optimal threshold, the potential pro-oxidant or antinutritional effects of high-fiber, high-tannin feeds may emerge. To our knowledge, this is the first study to establish a clear dose–response relationship between fermented
Caragana korshinskii supplementation and antioxidant function in Mongolian sheep. While previous research has documented the antioxidant potential of polyphenol-rich forage, our work systematically quantifies the optimal inclusion level (10% in this model) that maximizes antioxidant benefits without inducing negative effects. Furthermore, we provide mechanistic insight by linking the observed phenotypic improvements to both direct free radical scavenging and the probable activation of endogenous defense pathways, while also explaining the decline in efficacy at higher doses through digestive and nutritional antagonism. In summary, 10% fermented
Caragana korshinskii supplementation most effectively enhanced the antioxidant function of Mongolian sheep, likely through a combination of direct radical neutralization and upregulation of endogenous enzyme systems. The diminished benefits at higher inclusion levels underscore that excessive fiber and condensed tannins can themselves become sources of metabolic stress. Therefore, precise dosage control is critical to harnessing the full antioxidant value of this fermented feed resource in ruminant nutrition. These findings offer practical guidance for developing antioxidant-rich feeding strategies to improve oxidative status and overall health in grazing livestock.
This study demonstrated that dietary inclusion of fermented
Caragana korshinskii had only limited effects on carcass performance in Mongolian sheep. A significant increase in carcass weight was observed only at the 10% inclusion level, whereas key carcass indicators—including dressing percentage and meat yield—remained unchanged across all treatment groups. These findings suggest that fermented
Caragana korshinskii influenced nutrient deposition rates during the growth phase without systematically altering final body composition or slaughter outcomes [
24]. The elevated carcass weight in the 10% fermented
Caragana korshinskii group corresponds directly to the higher average daily gain recorded during the finishing period, indicating a transient improvement in growth performance [
25]. This effect may be attributed to enhanced nutrient utilization efficiency mediated by phenolic compounds released through fermentation, which likely supported greater protein deposition at this specific inclusion level [
26]. The absence of significant differences in most carcass metrics may be explained by several factors. First, traits such as dressing percentage are largely determined by genetic background and pre-slaughter body condition, rendering them less responsive to moderate dietary fiber variation compared to dynamic growth parameters [
27]. This observation aligns with earlier reports in other sheep breeds, where
Caragana korshinskii supplementation similarly failed to alter dressing percentage [
28,
29]. Second, even after fermentation, the inherently lignified structure of
Caragana korshinskii may retain a ruminal filling effect, potentially restricting voluntary intake of higher-energy feed components. This may have limited the divergence in final body condition and carcass grading among groups within the experimental timeframe [
30]. While previous studies have examined raw or fermented shrub forage in ruminant nutrition, the present investigation specifically evaluates fermented
Caragana korshinskii in the context of Mongolian sheep—a breed adapted to sparse grazing resources. Our results extend existing knowledge by demonstrating that fermented
Caragana korshinskii can enhance finishing-phase growth efficiency without substantially altering carcass composition. This supports its potential as a strategic feed ingredient in regions where
Caragana korshinskii is widely available. Within the 10–20% dietary inclusion range, the principal benefit of fermented
Caragana korshinskii appears to be the promotion of growth rate during finishing, rather than the modulation of carcass traits. For producers, this suggests that fermented
Caragana korshinskii may improve feeding efficiency without compromising carcass yield. Future research should investigate whether extended finishing periods or optimized combinations with energy-dense supplements can enhance the carcass quality benefits of fermented
Caragana korshinskii, particularly in terms of meat fatty acid profile or sensory attributes.
Meat quality is a critical determinant of both the economic value and consumer acceptance of mutton [
31,
32]. The present study investigated the effects of dietary supplementation with fermented
Caragana korshinskii on the meat quality characteristics of Mongolian sheep. Our findings reveal distinct, dose-dependent improvements in key physical attributes, advancing the understanding of how fermented forage resources can be utilized to enhance ovine meat quality. Notably, fermented
Caragana korshinskii supplementation significantly improved meat color and tenderness. The most pronounced color enhancement was observed in the 10% inclusion group, which exhibited a higher
a* value alongside lower
L* and
b* values, indicative of a more stable and desirable red meat color. This improvement is likely attributable to an enhanced systemic antioxidant capacity, as supported by previous studies linking dietary antioxidants to myoglobin stability and reduced metmyoglobin formation [
21,
33]. Concurrently, shear force was significantly reduced, and water-holding capacity (WHC) was improved in both the 10% and 15% fermented
Caragana korshinskii groups, reflecting enhanced tenderness. The observed reduction in shear force may be associated with enhanced proteolytic activity during the aging process, leading to improved myofibrillar fragmentation [
34]. Furthermore, the slower rate of early post-mortem pH decline in the 15% fermented
Caragana korshinskii group suggests a modulation of glycolytic metabolism, which can mitigate protein denaturation and preserve ultrastructural integrity, thereby improving WHC [
35,
36,
37]. In contrast to the marked physical improvements, the proximate composition of the
Longissimus dorsi muscle—including moisture, crude protein, and crude fat content—remained unaffected by fermented
Caragana korshinskii inclusion. This result aligns with earlier ruminant studies reporting that forage-based interventions often alter meat physical properties without changing its proximate composition [
38]. It underscores that the primary mechanism of action for fermented
Caragana korshinskii is likely structural and physicochemical rather than nutritive, focusing on post-mortem muscle biochemistry and protein functionality. The differential response patterns among quality indicators underscore the mechanistic complexity of dietary interventions. While tenderness improved at both 10% and 15% inclusion levels, optimal color stabilization was specific to the 10% dose. This divergence suggests that the physiological pathways governing myoglobin oxidation and those regulating proteolysis and glycolytic flux possess distinct sensitivities to the bioactive compounds present in fermented
Caragana korshinskii. Such a dose-specific effect highlights the importance of precision in dietary formulation to target specific meat quality outcomes. In conclusion, this study demonstrates that dietary inclusion of 10% fermented
Caragana korshinskii effectively enhances the eating quality of Mongolian sheep meat, primarily through improved color stability and tenderness. These improvements can directly increase market appeal and consumer satisfaction. Our work contributes to the field by elucidating how a novel fermented feed resource can be strategically applied to optimize meat physical attributes without altering its fundamental nutritional profile, offering a practical approach to adding value in sheep production systems. Future research should focus on elucidating the specific bioactive compounds in fermented
Caragana korshinskii responsible for these effects and validating the findings under diverse production conditions.
Muscle amino acid composition is a critical determinant of both the nutritional quality and sensory attributes of mutton [
39]. In this study, we systematically quantified 16 amino acids in the
Longissimus dorsi of Mongolian sheep fed diets supplemented with fermented
Caragana korshinskii. While the overall amino acid profile—including total essential amino acids (EAAs), flavor-associated amino acids, and branched-chain amino acids (BCAAs)—remained unchanged, fermented
Caragana korshinskii supplementation induced targeted, dose-dependent alterations in specific amino acids. This finding indicates that, within the 10–20% inclusion range, FCK does not disturb systemic protein metabolism, which is primarily governed by genetic and physiological homeostasis. The stability in broad amino acid categories contrasts with the specific modulations observed in key individual amino acids, highlighting a refinement in muscle amino acid “quality” rather than a shift in total “quantity.” First, within the non-essential amino acid pool, aspartic acid was significantly elevated at the 15% inclusion level, while glutamic acid increased across all fermented
Caragana korshinskii-supplemented groups. Both amino acids serve as crucial intermediates in the TCA cycle and as nitrogen donors for amino acid biosynthesis [
40]. Their enrichment suggests that fermented
Caragana korshinskii may enhance precursor availability for muscle metabolism, possibly through improved ruminal nitrogen utilization or enhanced hepatic transamination capacity. Second, a graded regulation of essential amino acid deposition was evident. Threonine increased specifically at the 15% inclusion level, whereas isoleucine and leucine were significantly elevated only at the 20% level [
41,
42]. This stepwise response suggests that different inclusion rates differentially influence the post-ruminal supply of EAAs, likely by modulating microbial protein synthesis or intestinal absorption patterns [
43]. Our results align with previous studies reporting that certain feed additives can selectively alter muscle amino acid profiles [
40], but extend this knowledge by demonstrating a clear dose-dependent specificity for threonine and BCAAs in sheep muscle. A key contribution of this work lies in demonstrating that fermented
Caragana korshinskii can selectively enrich functional and flavor-related amino acids—such as aspartic acid, glutamic acid, threonine, and key BCAAs—without altering the overall protein nutritional value. This targeted enrichment offers a potential strategy to enhance the flavor profile and functional properties of mutton, while maintaining its fundamental nutritional composition. Future studies should focus on elucidating the precise mechanisms, including rumen microbial dynamics and post-absorptive metabolism, underlying these observed amino acid responses.
The fatty acid composition of muscle tissue is a critical determinant of both the nutritional value and sensory attributes of meat [
44]. Our findings demonstrate that dietary supplementation with fermented
Caragana korshinskii significantly altered the muscle fatty acid profile in Mongolian sheep. Notably, the 10% inclusion level of fermented
Caragana korshinskii elicited a distinct regulatory effect, characterized by a selective modification of saturated fatty acid (SFA) deposition alongside the preservation and enhancement of beneficial unsaturated fatty acids. A key outcome was the specific elevation in stearic acid (C18:0) content observed in the 10% fermented
Caragana korshinskii group. This elevation in stearic acid, a long-chain SFA, suggests a diet-induced shift in lipid metabolism [
45]. While elevated stearic acid is often associated with increased dietary SFA intake, our data indicate a more complex metabolic adjustment. We hypothesize that FCK may modulate key hepatic metabolic pathways, such as de novo lipogenesis and stearoyl-CoA desaturase (SCD) activity, which regulate the conversion of stearic acid to oleic acid (C18:1 n-9) [
46]. Importantly, this shift did not compromise the growth performance advantages concurrently observed in this group, differentiating our results from studies where negative growth-performance trade-offs accompanied similar FA profile changes. Supplementation with 10% fermented
Caragana korshinskii supplementation significantly increased the muscle content of linoleic acid (C18:2 n-6) and α-linolenic acid (C18:3 n-3)—essential polyunsaturated fatty acids (PUFAs) for human health. This dual enhancement is particularly significant, as it suggests that fermented
Caragana korshinskii may partially protect dietary PUFAs from ruminal biohydrogenation [
47], a process that typically limits their deposition in ruminant meat. Furthermore, we propose that the previously documented antioxidant properties of fermented feed ingredients likely contributed to enhanced PUFA retention in muscle tissue by mitigating post-absorptive lipid peroxidation. The co-elevation of stearic acid and essential PUFAs in the 10% fermented
Caragana korshinskii group points to a multi-targeted regulatory effect on lipid metabolism, influencing ruminal biohydrogenation, intestinal absorption, and post-absorptive synthesis and oxidation pathways. This coordinated response indicates that at its optimal inclusion level for growth, fermented
Caragana korshinskii can synergistically improve growth performance and enhance the health-promoting fatty acid profile of the meat—an outcome not always achieved simultaneously in animal nutrition interventions [
48]. In conclusion, the dietary incorporation of 10% fermented
Caragana korshinskii effectively reshapes the muscle fatty acid composition in Mongolian sheep. The primary nutritional advancement lies in the significant enrichment of meat with essential PUFAs. The concurrent rise in stearic acid—which exhibits a neutral cholesterolemic effect in humans and serves as a direct precursor for endogenous oleic acid synthesis—represents a metabolically balanced outcome rather than a detrimental increase in SFAs. This study thus provides a novel nutritional strategy for producing functional mutton enriched with beneficial fatty acids, leveraging an unconventional fermented feed resource to achieve dual benefits in both animal performance and product quality.
The rumen microbial ecosystem is fundamental to the efficient degradation of fibrous plant materials in ruminants [
49]. Our study employed 16S rDNA sequencing to delineate how dietary incorporation of fermented
Caragana korshinskii modulates the rumen microbiota of Mongolian sheep. A key finding was the absence of significant changes in alpha diversity indices across treatment groups. This indicates that fermented
Caragana korshinskii, within the 10–20% inclusion range, did not induce a wholesale restructuring of the microbial community. Instead, it elicited a shift in the relative abundances of specific bacterial and archaeal populations, suggesting a targeted mechanism of “functional enrichment”—a nuanced shift in the functional capacity of the microbiota without altering its overall structural complexity. Consistent with the established literature, the rumen bacterial community was dominated by the phyla
Bacteroidota and
Bacillota across all diets [
50,
51,
52], affirming the stability of the core microbial architecture. Significant shifts, however, were observed among non-dominant taxa, underscoring the specific effect of the diet. Notably, the 10% FCK inclusion significantly elevated the relative abundance of the methanogenic archaeal phylum
Methanobacteriota. This precise modulation highlights how dietary intervention can selectively influence key functional guilds, such as methanogens, even amidst overall community stability. At the genus level, fermented
Caragana korshinskii demonstrated clear dose-dependent regulation of functionally important taxa. In the 10% fermented
Caragana korshinskii group, the increased abundance of
Methanobrevibacter—a primary hydrogenotrophic methanogen [
53,
54]—aligned with the rise in
Methanobacteriota. This co-enrichment suggests an optimized ruminal hydrogen economy and a tight coupling between acidogenesis and methanogenesis. This metabolic efficiency likely contributed to the highest growth performance observed at this inclusion level, despite the potential energy diversion into methane. Higher inclusion levels (15% and 20%) promoted a distinct functional shift, enriching taxa associated with fiber degradation and shifts in fermentation pathways. The specific enrichment of
Xylanibacter in the 20% group represents a direct microbial response to the increased xylan content supplied by fermented
Caragana korshinskii [
55]. Furthermore, the significant rise in
Succiniclasticum abundance in the 15% and 20% groups implies a metabolic shift toward propionate-type fermentation [
56]. While this shift could enhance the supply of glucogenic precursors, our data suggest that its potential benefits were likely counterbalanced by the physical limitations and reduced digestibility associated with high-fiber diets, as reflected in the observed growth performance outcomes. Broader adjustments in the rumen microenvironment in response to dietary fiber modification were indicated by changes in other taxa. The increase in
Thermodesulfobacteriota (10% and 20% groups) and the decrease in
Rikenellaceae_RC9_gut_group (20% group) may reflect alterations in redox potential and nutrient flow [
57], further illustrating the rumen’s adaptive response. In conclusion, this study elucidates that fermented
Caragana korshinskii primarily modulates the functional landscape, rather than the structural diversity, of the rumen microbiota. The 10% inclusion level optimized overall fermentation homeostasis and hydrogen metabolism, which underpinned the peak growth performance. At higher inclusions, despite the enrichment of specialized fiber-degrading and propionate-producing taxa, the metabolic advantages were offset by the inherent constraints of high dietary fiber. These findings provide a “novel microbial mechanistic explanation” for the previously identified growth performance “optimal window.” They go beyond simply describing compositional changes to proposing a concept of functional enrichment, thereby offering a refined rationale for improving the utilization of
Caragana korshinskii through strategic rumen microbial management. The dose-dependent response—beneficial at 10% but diminished at 15% and 20%—can be explained by the dual role of tannins. At low to moderate concentrations, tannins exert beneficial effects by modulating rumen fermentation and protecting dietary proteins. However, at higher concentrations, they may bind to endogenous digestive enzymes and dietary nutrients, reducing nutrient digestibility. This biphasic response is characteristic of many plant-derived bioactive compounds.
The rumen microbiota functions as the central metabolic interface in ruminants, serving as the critical link between dietary digestion and host nutrient deposition [
58]. This study specifically examined how shifts in the rumen microbial community correlate with amino acid and fatty acid profiles in skeletal muscle, thereby providing insights into the microbial regulation of nutrient flow from the rumen to muscle tissue. At the phylum level, both
Thermodesulfobacteriota and
Methanobacteriota exhibited significant negative correlations with muscle glutamic acid and aspartic acid content. As hydrogen-utilizing taxa involved in methanogenesis [
59] and sulfate reduction [
60], their co-enrichment may redirect metabolic hydrogen and carbon fluxes away from pathways supporting microbial protein synthesis, ultimately reducing the supply of these amino acid precursors to peripheral tissues [
61]. This suggests that modulating these hydrogen-consuming pathways may represent a strategy for improving nitrogen utilization efficiency in ruminants. In contrast,
Thermodesulfobacteriota was positively correlated with muscle stearic acid (C18:0) and linoleic acid (C18:2n6). This phylum’s role in maintaining a low redox potential likely promotes ruminal biohydrogenation, facilitating the conversion of unsaturated fatty acids to saturated forms [
60]. Similarly,
Methanobacteriota showed strong positive correlations with both stearic and linoleic acids, which can be attributed to its hydrogenotrophic activity lowering ruminal H
2 partial pressure, thereby providing a thermodynamic drive for biohydrogenation [
62,
63,
64]. Collectively, these findings indicate that while these phyla may compete for substrates in nitrogen metabolism, they act synergistically in promoting lipid saturation pathways. At the genus level, we identified several key functional associations.
Xylanibacter (a xylan-degrader) and
Succiniclasticum (a succinate-to-propionate converter) were positively correlated with muscle leucine and isoleucine content. Their synergistic activities likely optimize carbon and energy availability in the rumen, supporting microbial synthesis of branched-chain amino acids and their subsequent deposition in muscle [
65,
66,
67]. Conversely, both genera were negatively correlated with a-linolenic acid (C18:3n3). We propose that their metabolic functions—fiber degradation and enhanced propionate production—may alter hydrogen flow and redox conditions, thereby accelerating the biohydrogenation of this polyunsaturated fatty acid (PUFA) and reducing its retention in muscle [
68,
69].
Methanobrevibacter mirrored the patterns observed at the phylum level, showing a negative correlation with aspartic acid and strong positive correlations with stearic and linoleic acids. This further corroborates the role of methanogens in driving fatty acid hydrogenation while competing for precursors in amino acid synthesis [
70]. In summary, specific rumen microbial taxa demonstrate distinct and sometimes opposing correlations with muscle nutrient profiles. Hydrogen-consuming phyla (
Methanobacteriota,
Thermodesulfobacteriota) appear to promote fatty acid biohydrogenation while limiting the availability of precursors for certain amino acids. In contrast, fiber-degrading and propionate-producing genera (
Xylanibacter,
Succiniclasticum) support branched-chain amino acid deposition but may reduce PUFA retention in muscle. Compared with earlier studies focusing primarily on ruminal fermentation parameters or microbial community structure, our work directly links microbial taxa and metabolic guilds to muscle nutrient composition, offering a more integrated understanding of the rumen-to-muscle nutrient axis. These findings provide a microbial–ecological basis for explaining how dietary interventions such as fermented
Caragana korshinskii can influence meat quality, highlighting potential microbial targets for nutritional modulation aimed at optimizing nutrient partitioning in ruminant production. Correlation analysis between meat quality attributes and muscle fatty acids and amino acids composition revealed that drip loss was significantly negatively correlated with stearic acid. This may be attributed to the fact that stearic acid, as a saturated fatty acid, possesses a higher melting point and greater chemical stability, which helps maintain cell membrane integrity, reduce post-slaughter exudative fluid loss, and thus improve water-holding capacity [
71]. The
b* value was significantly positively correlated with aspartic acid. As a key intermediate in energy metabolism, an increase in aspartic acid content may reflect a more active metabolic state in the muscle, which helps to sustain metmyoglobin reductase activity and thereby stabilize meat color [
72]. The
b* value was significantly negatively correlated with both stearic acid and linoleic acid, with the correlation with linoleic acid reaching a highly significant level. As a major polyunsaturated fatty acid, linoleic acid is highly susceptible to lipid peroxidation, and its oxidation products can accelerate myoglobin oxidation, leading to meat browning (decreased
b* value). The negative correlation between the
b* value and stearic acid may indirectly reflect the overall consumption of unsaturated fatty acids through ruminal biohydrogenation.