1. Introduction
The livestock industry in China has undergone significant changes in recent decades, leading to profound implications for both domestic and global food security [
1]. China produces more than 50% of global pork production and is the largest pig-producing country globally. The swine industry has become the most important economic source of agriculture in China due to the large-scale and intensive industry. However, swine industries in China are currently facing a shortage of high-quality feed resources, particularly corn and soybean. These feed resources are highly compatible with human food resources, for which China is mostly dependent on imports, which greatly restricts the sustainable development of swine industries [
2]. Therefore, the development of non-conventional feeds is imperative in mitigating the conflict between human and animal food and fostering the growth of the livestock industry.
Cassava (
Manihot esculenta Crantz.) can survive in arid and low-fertility acidic soils and is mainly distributed in Africa, Asia, South America, and other tropical and subtropical countries [
3,
4]. Cassava is one of the staple food sources in many countries. Additionally, cassava has wide applications, such as starch production, bioethanol manufacturing, and the application of other valuable bio-products like medicines, biopolymers, and animal feed [
5,
6]. In China, Guangxi is the main region for cassava cultivation, accounting for 60% of the total annual cultivation area of the country [
7]. The favorable geographical and environmental conditions in Guangxi make it superior to other regions in China regarding cassava yield and quality. However, there are still challenges to the development of the cassava industry, including the management of starch production by-products.
Significant amounts of cassava residue meal (CRM) are generated during the starch production process, most of which are unused and cause environmental pollution. Thus, the appropriate utilization of CRM as animal feed is crucial in addressing food security concerns. However, CRM contains lower content of protein and essential amino acids, thereby limiting its use in animal diets due to the cost requirements of additional protein sources in cassava [
8]. Furthermore, CRM is also characterized by poor palatability and the potential formation of toxic cyanogenic compounds [
9]. Previous studies have shown that fermentation offers advantages in enhancing nutrient bioavailability (e.g., reducing toxicity and improving palatability) and nutritional value of non-conventional feeds [
10,
11]. The inclusion of fermented CRM (FCRM) in animal diets has been found to raise the growth performance of livestock, reduce production costs, and improve overall benefits [
12,
13]. Therefore, using CRM as animal feed through microbial fermentation not only benefits economically but also contributes to environmental protection.
The Huanjiang mini-pig represents a key protected mini-pig breed in China. The current feeding management practice, limited feed formulation interest for a specific pig breed, and the inherent characteristics of the pig species lead to the slower growth and lower production rate of Huanjiang mini-pigs. Research evidence indicates that domestic pigs have better adaptability to the local environment and roughage feeding tolerance due to their distinct genotype characteristics from commercial pigs [
14]. However, the application of agricultural by-products as animal feed and the utilization of non-conventional feed resources for domestic pig industry development still need to be explored. Moreover, naturally present bioactive compounds in agricultural by-products, as well as nutritional enrichment through microbial fermentation, could influence the growth performance and thus influence the meat quality of animals. Therefore, considering the genetic advantages of domestic pigs and available local feed resources, we hypothesized that CRM and FCRM would be potential non-conventional feed resources, which may influence the productivity and meat quality of domestic pigs. Therefore, the present study selected Huanjiang mini-pigs as experimental animals to explore the impacts of dietary CRM and FCRM supplementation on growth performance, diarrhea rate, serum lipid indicators, and meat quality. The outcomes will provide a guiding significance for the utilization of non-conventional feed resources for pig production.
4. Discussion
By-products generated during the processing of agricultural products have significant nutrients and bioactive substances, such as polysaccharides, proteins, vitamins, minerals, and flavonoids. However, these by-products are frequently disposed of improperly after processing, leading to potential environmental pollution. Moreover, anti-nutritional factors in agricultural by-products restrict their application in animal diets. Previous investigations have demonstrated that fermentation can mitigate these anti-nutritional factors by degrading the cellulose and lignin found in CRM, subsequently enhancing its nutritional value, digestibility, and palatability [
23,
24]. Thus, our study investigated the impacts of partial replacement of corn–soybean meal by CRM and FCRM on the growth performance, diarrhea rate, serum lipid indicators, carcass traits, and meat quality of Huanjiang mini-pigs. The findings indicated that dietary CRM and FCRM supplementation could improve the meat quality without affecting the growth performance and diarrhea rate of Huanjiang mini-pigs.
Microbial fermentation produces volatile aromas, stimulating animals’ sense of smell and influencing feed intake. However, the findings of the present study indicated that diets supplemented with CRM and FCRM did not influence the growth of Huanjiang mini-pigs. It can be postulated that the digestive capacity of weaned piglets may still be underdeveloped, rendering them unable to utilize the nutrients derived from the CRM and FCRM effectively. A recent study indicated that cassava residue as an amylopectin source in low-protein diets elevated feed intake and thereby influenced the growth performance of growing pigs, while long-term feeding caused diarrhea and reduced the growth of piglets, which might be associated with anti-nutritional factors presented in cassava residue [
25]. Additionally, different levels of sundried cassava peels (20%, 30%, and 40%) meals did not affect the growth performance of growing pigs [
26]. These differences may be due to genetic diversity and the growing phases of the pigs.
Serum lipid biomarkers, such as TG, TC, HDL-C, and LDL-C, serve as markers for the synthesis and decomposition of body fat [
27]. Among these indicators, TG is the potential lipid indicator in the animal body and plays a pivotal role in energy supply and storage, while TC exists in all animal tissues [
28]. LDL-C facilitates the transportation of TC synthesized by the liver to extrahepatic tissues, whereas HDL-C transports TC to the liver for metabolism and conversion into other substances. Consequently, HDL-C contributes to the maintenance of TC value stability within the body [
29]. In our study, diets supplemented with CRM and FCRM significantly elevated serum LDL-C level. Additionally, dietary FCRM supplementation led to an increase in serum TC level, which may be attributed to the emulsification of cholesterol and its potential association with bile acid reabsorption [
30]. Cholinesterases are a group of enzymes responsible for the hydrolysis of acetylcholine and other cholinesterases [
31]. The two main forms of cholinesterases are acetylcholinesterase and butyrylcholinesterase. Although butyrylcholinesterase has been long considered a marker of nutritional and hepatic protein synthesis, its specific physiological function has only recently been clarified [
31]. Our results showed that the serum CHE level in the FCRM group was significantly decreased compared to the other two groups, implying a potential impact on the regulation of blood glucose and insulin sensitivity [
32]. This finding indicates that partial replacement of a corn–soybean diet by FCRM might have the potential risk for hepatocyte dysfunction.
Carcass traits and meat quality are the crucial indicators that are associated with flavor, juiciness, tenderness, and overall acceptability of the meat. Additionally, carcass weight is positively correlated with the pre-mortem BW of animals. Slaughter performance depends on the performance and growth of animal breeds, including dressing percentage, bone percentage, backfat thickness, loin-eye area, etc. [
33]. In the present study, carcass yield and backfat thickness of Huanjiang mini-pigs were significantly decreased when fed with CRM and FCRM. Previous studies found that bioactive compounds, such as polyphenols, tannic acid, and flavonoids present in natural or fermented agricultural by-products, prevent obesity by several mechanisms, including decreased lipogenesis, stimulated lipolysis, and suppressed adipocyte differentiation in animals, thereby reducing backfat thickness and increasing lean production [
34,
35]. Moreover, probiotic bacteria, such as
Lactobacillus plantarum and
Saccharomyces cerevisiae, have been reported to exhibit lipolytic activity [
36]. Therefore, the decrease in dressing percentage and backfat thickness in the present study may be due to the alteration of lipid metabolism by the bioactive compounds present in CRM or probiotic bacteria in FCRM; however, further investigations warrant elucidation of the exact mechanism.
After slaughter, pH value, flesh color, cooking yield, and meat tenderness are the important indicators to measure meat quality [
37]. Meat color determines the consumer’s first impression of meat and is the most direct index used to judge the quality of meat. The higher redness (a*) value and lower lightness (L*) and yellowness (b*) values indicate high-quality meat [
38]. In the present study, diets supplemented with CRM and FCRM significantly increased the a* value and reduced the L* value in the LT muscle, indicating that dietary CRM and FCRM supplementation improved the meat quality of Huanjiang mini-pigs.
Additionally, the nutritional value and sensory characteristics of meat can be directly affected by the nutrient composition of the muscular tissue, particularly the content of IMF. The elevated IMF content substantially enhances the muscle tenderness, juiciness, color, and flavor of meat. Moreover, meat taste is also influenced by the IMF content of the meat [
39]. Our findings indicated that the IMF content was higher in the LT muscle of the CRM and FCRM groups, indicating an enhancement of the meat quality, which is consistent with the improved meat color. Several recent studies have indicated that conventional diets fermented with different probiotic bacteria, including
Enterococcus faecium,
Bacillus subtilis, and
Pediococcus pentosaceus, increased the IMF contents, thereby improving meat color in finishing pigs [
40,
41]. A possible explanation is that probiotic bacteria species may play a crucial role because antimicrobial metabolites produced through these probiotic bacteria may be beneficial for improving meat quality through IMF deposition [
41]. Therefore, the increased IMF content and meat color of pigs in the FCRM group may be influenced by the fermenting bacteria species; however, the explanation for the CRM diet still needs further investigation.
The fatty acid composition reflects the potential nutritional value of the muscle, including organoleptic and eating quality of meat [
42]. Previous studies reported that the fatty acid profile of meat could be enhanced by elevating the UFA and reducing SFA content in muscles [
19,
43]. Studies have also reported that the higher intake of SFA is closely correlated with an increased risk of obesity and obesity-associated diseases, while replacing SFA with UFA (including MUFA and PUFA) can reduce the risk of coronary heart disease [
27,
44]. Previously, it has been reported that supplementation of natural and fermented herbs (
Artemisia capillaris and
Acanthopanax senticosus) reduced SFA and increased MUFA concentrations in the
longissimus dorsi muscle of growing-finishing pigs [
45]. Moreover, fermented agricultural by-products of pomegranate peel,
Ginkgo biloba leaves, and licorice root decreased SCFA and PUFA and increased MUFA concentrations in
longissimus dorsi muscle of grower-finisher pigs [
35]. In our study, consistent with those findings, dietary CRM and FCRM supplementation decreased SFA (C20:0) content and tended to increase MUFA content, while FCRM decreased ∑SFA content and the ∑SFA/∑UFA in the LT muscle of Huanjiang mini-pigs. These findings indicate that the bioavailability of natural bioactive compounds in dietary CRM and FCRM can possibly modify the fatty acid composition in the LT muscle of pigs by preventing the oxidation of UFA [
35,
46], thereby reducing the adverse health effects associated with FA composition in meat.
The characteristics of muscle fiber play a crucial role in determining muscle quality and are closely linked to cooking yield, cooking loss, and shear force [
47]. During the early growth stage of animals, muscle fiber types undergo transformations influenced by physiological stage, nutrient level, and other factors, which significantly influence meat quality. The expression of
MyHC polymorphism genes is commonly used to classify muscle fiber types in skeletal muscle [
48]. Notably, adult mammals possess four MyHC isomers, including types I, IIa, IIx, and IIb, which correspond to slow contraction oxidation, fast contraction oxidation, fast contraction glycolysis, and intermediate types, respectively. In the present study, the
MyHC-IIx expression in the LT muscle was upregulated in the CRM group, while
MyHC-IIb expression also displayed an upregulating trend when pigs were supplemented with FCRM relative to that in the CON group. Previous studies indicated that muscle fibers are not static structures that can adapt quickly to environmental changes, such as alterations in nutritional input [
49,
50]. However, the upregulated glycolytic fiber types (
MyHC-IIx in the CRM group and
MyHC-IIb in the FCRM group) may influence the oxidative capacity and fast-to-slow fiber type transformation in the LT muscle of pigs, which needs further research to elucidate the exact mechanism.