Research Article

Effects of Encapsulated PUFAs-Antioxidant Supplements on Rumen Fermentation and Metabolomics in Goats: An In Vitro Study

Shafira Pramesti Damayanti1, Yusti Pujiawati2, Manik Nurul Alfiyyah1, Safiena Maura Azka1, Lilis Khotijah1, Dilla Mareistia Fassah1*

1Department of Animal Nutrition and Feed Technology, Faculty of Animal Science, IPB University, Bogor, 16680, Indonesia; 2Research Center for Animal Husbandry, National Research and Innovation Agency of Indonesia, Bogor, Indonesia.

Abstract | The present study aimed to evaluate the encapsulated PUFAs-enriched natural antioxidant using in vitro rumen fermentability and metabolomic profile approaches. Three supplementation treatments were tested in vitro: Non-encapsulated PUFAs and natural antioxidant (R1), Calcium soap of PUFAs and natural antioxidant (R2), and Encapsulated PUFAs-enriched natural antioxidant (R3) using a completely randomized block design. The results showed that all supplementation forms did not show significant differences (P>0.05) in rumen pH, bacterial and protozoa populations, total VFA concentration, and ammonia concentration among treatments. However, R3 significantly decreased (P<0.05) the iso-valeric acid percentage. The encapsulation form reduced (P<0.05) ruminal dry matter and organic matter degradability, and post-ruminal dry matter digestibility compared to the others. The metabolites identified in the encapsulation treatment included talatizamine, as well as Leu-leu and Leu-phe, which are components involved in the formulation of the encapsulating material. The metabolomic analysis confirmed that encapsulation preserved bioactive compounds in the rumen and post-ruminal. In conclusion, the supplementation of encapsulated PUFAs-enriched natural antioxidant effectively protects PUFAs and natural antioxidant compounds from rumen microbial degradation, supporting their potential use as a high-energy supplement to support the reproductive phase in ruminants.

Keywords | Antioxidant, Encapsulation, Goat, Metabolomic, PUFAs, Rumen fermentability


Received | May 19, 2025; Accepted | July 20, 2025; Published | August 26, 2025

*Correspondence | Dilla Mareistia Fassah, Department of Animal Nutrition and Feed Technology, Faculty of Animal Science, IPB University, Bogor, 16680, Indonesia; Email: [email protected]

Citation | Damayanti SP, Pujiawati Y, Alfiyyah MN, Azka SM, Khotijah L, Fassah DM (2025). Effects of encapsulated pufas-antioxidant supplements on rumen fermentation and metabolomics in goats: An in vitro study. Adv. Anim. Vet. Sci., 13(9):1930-1940.

DOI | https://dx.doi.org/10.17582/journal.aavs/2025/13.9.1930.1940

ISSN (Online) | 2307-8316

Copyright: 2025 by the authors. Licensee ResearchersLinks Ltd, England, UK.

This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).



Introduction

Polyunsaturated fatty acids (PUFAs) such as linoleic acid (LA (18:2n-6), alpha-linolenic acid (ALA (C18:3n-3), eicosapentaenoic acid (EPA (C20:5n-3), and docosahexaenoic acid (DHA (C22:5n-3) are essential nutrients for livestock reproduction, as they serve as precursors of prostaglandin which regulates the estrous cycle and fertility (Khotijah et al., 2014). According to Savoinin et al. (2010), PUFAs cannot be synthesized endogenously. Therefore, dietary PUFAs supplementation is required. A previous study reported that 4% PUFAs supplementation from sunflower seed oil and flaxseed oil increased estrus response, pregnancy rates, and embryo numbers, leading to greater lamb crops (Pujiawati et al., 2018). However, PUFAs supplementation during pregnancy and lactation may induce oxidative stress in livestock, leading to an increase in reactive oxygen species (ROS) that can impair hormonal regulation and immune function. Antioxidants can neutralize ROS that can oxidize PUFAs, inhibit lipid peroxidation, interrupt propagation chains, and chelate metal ions. A compound with high antioxidant activity may better preserve the biological functions of PUFAs, allowing them to serve as an energy source and reproductive hormone precursors in livestock (Fassah et al., 2015; Zeng et al., 2023). Thus, supplementing high PUFAs diets with exogenous antioxidants is a promising strategy to mitigate the negative effects of PUFAs metabolism (Fassah and Khotijah, 2016). Antioxidants can reduce reactive oxygen species (ROS) that oxidize polyunsaturated fatty acids (PUFAs), suppress chain-carrying species involved in lipid peroxidation, interrupt chain propagation, and chelate metal ions. The higher the antioxidant activity of a compound, the more effective it is in protecting the biological functions of PUFAs (Fassah et al., 2015; Losano et al., 2018). One potential source of natural antioxidants is jackfruit leaves, active compounds such as flavonoids, terpenoids, saponins, tannins, and phenols. Flavonoids exhibit various biological functions, including antioxidant, anti-inflammatory, antifungal, anticancer, antiviral, and antibacterial activities (Darmawati et al., 2015; Prasad et al., 2014). The antioxidant content present in jackfruit leaves approximately 0.34% (Pujiawati et al., 2023).

In the ruminants, dietary PUFAs undergo extensive biohydrogenation in the rumen leading to the formation of saturated fatty acids and reducing their biological functions. This process commonly leads to stearic acid as the final product of biohydrogenation (Lashkari et al., 2019; Makmur et al., 2022). Similarly, natural antioxidant compounds, such as polyphenols, are vulnerable to rumen microbial degradation, limiting their protective roles against oxidative stress (Chedea et al., 2016). To address this, protection technologies such as calcium soap and encapsulation have been explored.

Protecting PUFAs through calcium soap (Ca-soap) has been proven to effectively reduce PUFAs from rumen degradation. This protection method allows higher fat levels to be included in the diet without negatively impacting rumen fermentation processes (Wahyuni et al., 2024), but the application may be limited due to practical application and its stability. Encapsulation offers a more controlled release mechanism and greater preservation by forming a physical barrier around the bioactive compounds, improve stability, and bioavailability of active ingredients (Wang et al., 2020; Du et al., 2022; Pawestri and Syahbanu, 2024). Additionally, the encapsulation method also improves the chemical stability and water dispersion ability of PUFAs (Venugopalan et al., 2021). This approach enables better utilization of encapsulated PUFAs and antioxidant compounds by the host livestock. The encapsulation using water-in-oil (W/O) emulsion technique is considered stable when the primary emulsion remains intact, without separating into free water and oil, during a storage period of 1–4 weeks (Wong et al., 2015).

In addition to rumen fermentation analysis, metabolomics offers a powerful tool to evaluate biochemical changes in response to dietary interventions, allowing comprehensive profiling of rumen metabolites under different treatments (Belanche et al., 2016). Metabolomics approach enables the detection of a wide range of metabolites originating from both microorganisms and feed, and can be utilized to identify potential biomarkers associated with rumen fermentation status (de Almeida et al., 2018). Recently, studies investigating the effectiveness of encapsulated PUFAs and jackfruit leaf extract as an antioxidant using a metabolomic approach have remained scarce. Therefore, this study aimed to evaluate the effects of an encapsulated feed supplement containing PUFAs-enriched natural antioxidants on in vitro rumen fermentation characteristics and the metabolomic profiles compared to calcium soap and non-encapsulated forms.

Materials and Methods

Antioxidant extraction

The extraction of jackfruit leaves was conducted based on a modified method described by Naijini et al. (2024). Jackfruit leaves were oven-dried at 60°C and ground into a fine powder. A total of 1 kg of the powder was macerated in 70% ethanol. Ensuring the solvent level was approximately 1 cm above the sample. The mixture was kept at room temperature for 24 hours. Then, the mixture was filtered using Whatman No. 41 filter paper and concentrated using a rotary evaporator to obtain a viscous extract.

Calcium soap preparation

Calcium soap was prepared using a modified double decomposition method (Jenkins and Palmquist, 1984). Briefly, sunflower seed oil and flaxseed oil were heated at 80°C. A 10% NaOH solution was prepared using 67 g NaOH and 67 mL distilled water for sunflower oil, and 55.6 g NaOH with 55.6 mL distilled water for flaxseed oil. The NaOH solution (saponification values of 188.481 mg NaOH/g oil for sunflower oil and 192.185 mg NaOH/g oil for flaxseed oil, respectively) was added to the heated oils, and the mixture was stirred for 1 hour. Saponification value is defined as the amount of potassium hydroxide (KOH) required to saponify a given quantity of fat or oil as determined according to the method described by Jenkins and Palmquist (1984). Subsequently, a 30% CaCl₂ solution (prepared by dissolving 158.12 g CaCl₂ in 158.12 mL distilled water for sunflower oil and 131.22 g CaCl₂ in 131.22 mL distilled water for flaxseed oil) was added. The mixture was stirred for an additional 30 minutes until the oil precipitated. The precipitate was homogenized and air-dried to produce calcium soap.

Encapsulation preparation

Encapsulation was performed using a water-in-oil (W/O) emulsion method. This method was applied to combine the aqueous phase (natural antioxidants from jackfruit leaf extract) with the oil phase, which was present in a higher proportion. The emulsion was produced from two different ingredients using the emulsifier Tween 80. The resulting emulsion consisted of 10% Tween 80, 15% oil (sunflower seed oil and flaxseed oil), and 75% distilled water. The mixture was homogenized using an ultrasonic cell disruptor UCD-250 (Biobase Bioyu Co., Ltd) until thoroughly mixed. Chitosan (low molecular weight, shrimp-derived; Natura Chem Abadi, Indonesia) was used as a coating material via an ionic gelation method, following the method of Arfan et al. (2022) with modifications.

In vitro fermentability and degradability measurement

A randomized complete block design with three dietary treatments was tested using the two-stage method described by Tilley and Terry (1963), namely: Non-encapsulated PUFAs and natural antioxidant (R1), Calcium soap of PUFAs and natural antioxidant (R2), and Encapsulated PUFAs-enriched natural antioxidant (R3). The basal diet consisted of a concentrate and grass mixture in a 70:30 ratio (Table 1). The nutrient content analysis was performed using Buchi NIRFlex N-500 Solids Cell (Flawil, Switzerland) following the method described by Zahera et al. (2022). The supplementation of the three feed additives contributed 2.69% to total digestible nutrients (TDN) and 2.54% to ether extract. Details of the supplement composition are provided in Table 2.

Rumen fluid was collected from three goats using the stomach tube method before morning feeding (Shen et al., 2012). The collected rumen fluid was then filtered using six-layer gauze and put into an insulated bottle at a temperature of 39 oC. Samples of 0.5 g basal diet and supplement were incubated in anaerobic conditions at 39 oC with 10 mL of rumen fluid and 40 mL McDougall buffer solution. Fermenters were duplicated for each treatment and incubated for 48 hours (stage 1) and 96 hours (stage 2). The experiment consisted of three treatments with three-time replications (n=6). After the first stage, samples were centrifuged at 3000 rpm for 10 minutes. The supernatant was collected to measure rumen pH, total and partial volatile fatty acid (VFA), ammonia concentration, and microbial populations, while the residue was used for analyzing rumen digestibility of dry matter (DMD) and organic matter (OMD). After enzymatic digestion using pepsin-HCl (2nd stage), the residue from the incubated sample was then filtered using Whatman 41 filter paper and placed in a porcelain dish, which was oven-dried at 105°C for 24 hours to measure the post-ruminal DMD, and burned in a muffle furnace at 600°C for 4 hours to measure post-ruminal OMD (AOAC, 1980). The filtered fluid was used for metabolomic profile analysis.

 

Table 1: Feed ingredients and nutrient composition of the basal diet.

Feed Ingredients

Percentage (%)

Elephant grass

30.00

Cassava pulp

15.51

Copra meal

20.68

Soybean meal

10.34

Pollard

17.17

CaCO3

0.72

Premix

0.72

Salt

0.72

Molasses

4.14

Nutrient

Content (%)1

Dry Matter

89.22

Ash

7.48

Crude Protein

15.02

Ether extract

1.99

Crude Fiber

15.13

Nitrogen-Free Extract (NFE)

60.38

Total Digestible Nutrient (TDN)

69.03

 

1NIRS result, NFE= 100 – Ash – Crude Fat – Crude Protein – Crude Fiber, TDN= 40.2625 – (0.1379 (Crude Fiber)) + (1.1903 (Crude Fat)) + 1.363 (NFE)) + (0.1969 (Crude Protein)) (Wardeh, 1981).

 

Table 2: Composition of the supplement in each treatment.

Feed Ingredients

Treatments

R1

R2

R3

%

Sunflower seed oil

1.42

-

-

Flaxseed oil

0.87

-

-

Calcium soap of PUFAs

-

2.29

-

Antioxidant (Jack fruit leaf extract)

0.02

0.02

-

Encapsulated PUFAs-enriched natural antioxidants

-

-

7.20

 

R1: Non-encapsulated PUFAs and natural antioxidant, R2: Calcium soap of PUFAs and natural antioxidant, R3: Encapsulated PUFAs-enriched natural antioxidant.

 

Rumen pH was measured using a pH meter (Mediatech). The ammonia concentration was analyzed using the Indophenol method as described by Chaney and Marbach (1962) with UV-Vis spectrophotometry at 630 nm. The total VFAs were determined using the steam distillation method according to Despal et al. (2022). The molar proportion of VFA concentrations was determined using gas chromatography (GC FID Bruker).

Rumen microbial population analysis

The rumen bacteria population was determined using the serial dilution method of rumen fluid (Ogimoto and Imai, 1981), followed by cultivation in Brain Heart Infusion (BHI) agar media. The bacterial population is calculated using the following formula:

Where: n = Dilution series tube

The protozoa population was determined using a counting chamber with Trypan Blue Formalin Saline (TBFS) solution at a 1:1 ratio and observed using a microscope (Ogimoto and Imai, 1981). The protozoa population is calculated using the following formula:

Where: C = Number of protozoa counted in the counting chamber; DF = Dilution Factor.

Metabolomic analysis

The metabolomic profile is analyzed to assess the effectiveness of the encapsulation process. Duplicate filtered in vitro samples were extracted. After samples were thawed on ice and vortexed, 50 mg was weighed and diluted with 1 mL of methanol/water (1:1 vol/vol), vortexed, and centrifuged at 16,000 × g for 10 min at 4 °C. The supernatant and solid precipitate were separated into different vials for aqueous (supernatant) and organic (precipitate) extraction, respectively. For the aqueous extraction, the supernatant was transferred to a new vial, dried under a nitrogen stream, and re-suspended in 500 µL methanol/water (1:1 vol/vol). For the organic extraction, the solid precipitate was dissolved in 1 mL dichlormethane/methanol (3:1 vol/vol), centrifuged (16,000 × g, 10 min at 4 °C), dried under a nitrogen stream, and re-suspended in 500 µL of methanol/water (1:1 vol/vol).

The metabolomic profile was analyzed following Artegoitia et al. (2017) using Liquid Chromatography High-Resolution Mass Spectrometry (LC-HRMS). The column used was a Thermo Scientific™ Accucore™ Phenyl-Hexyl analytical column (100 mm × 2.1 mm ID × 2.6 µm). A gradient technique was applied with a flow rate of 0.3 mL/min. The column temperature was maintained at 40 °C. A total of 200 µL of the sample was injected into the LC-HRMS system. The results of the analysis are processed using chemometric analysis. Sample differentiation and classification are carried out using Principal Component Analysis (PCA) and Partial Least Squares Discriminant Analysis (PLS-DA) in the metabolomic analysis of the encapsulation effects on PUFA and antioxidants. Chemometric analysis is performed using MetaboAnalyst 6.0 (Ametaj et al., 2010). Classification of each metabolite was annotated using chemical databases, National Center for Biotechnology Information (https://www.ncbi.nlm.nih.gov/), and Kyoto Encyclopedia of Genes and Genomes (https://www.genome.jp/kegg/).

Data analysis

Data was analyzed by a completely randomized complete block design with 3 treatments and 3-time replications (Steel and Torrie, 1993). Any significant differences were determined using Duncan’s Multiple Range Test. The analysis was carried out using the General Linear Model in IBM SPSS Statistics 25.0 (SPSS Inc., Chicago, IL, USA). Data was considered statistically significant at P<0.05, and a trend was indicated at 0.05<P ≤ 0.10.

Result

In vitro fermentability and degradability

The supplementation of PUFAs-enriched natural antioxidant compounds in different forms did not significantly alter (P>0.05) rumen pH, total bacteria and protozoa population, total VFA and ammonia concentrations (Table 3). However, the encapsulated form resulted in the lowest (P < 0.05) iso-valeric acid molar proportion compared to other treatments. In the present study, encapsulated treatment (R3) significantly reduced (P<0.05) DMD in the rumen compared to the non-protected one (Table 4). Similarly, the ruminal OMD tends to be lower (P=0.05) in encapsulated form than in non-protected form, indicating improved protection of supplement compounds from rumen degradation. The post-ruminal DMD tended to decrease (P=0.06) compared to the non-protected treatment. In addition, post-ruminal OMD was lower (P<0.05) in encapsulated treatment compared to others. These findings suggest that encapsulation may enhance the rumen bypass potential of bioactive compounds in supplements.

 

Table 3: In vitro rumen fermentation characteristics with different supplementation forms of PUFAs-enriched natural antioxidant in goat rations.

Parameters

Treatments

SEM

P value

R1

R2

R3

Rumen pH

7.18

7.14

7.04

0.09

0.31

Total bacteria (log CFU mL1)

6.52

6.34

6.22

0.20

0.35

Total protozoa (log sel mL-1)

6.21

6.02

6.19

0.04

0.23

Total VFA (mM)

100.03

77.82

113.93

32.42

0.59

Molar proportion of VFA (mM/100 mM)

Acetate

46.47

42.43

54.17

2.38

0.22

Propionate

35.26

39.47

32.90

1.40

0.17

Iso-Butyrate

1.94

1.87

1.28

0.15

0.22

n-Butyrate

10.36

10.85

8.17

0.75

0.40

Iso-Valerate

4.04b

3.30ab

2.25a

0.30

0.04

n-Valerate

1.91

2.04

1.20

0.23

0.46

Acetat/Propionate

1.32

1.09

1.66

0.11

0.20

NH3 mM

8.07

9.81

9.56

0.42

0.22

Total VFA/NH3

12.94

7.89

11.96

3.64

0.43

 

R1: Non-encapsulated of PUFAs and natural antioxidant, R2: Calcium soap of PUFAs and natural antioxidant, R3: Encapsulated of PUFAs-enriched natural antioxidant; VFA= Volatile Fatty Acid; NH3= Ammonia; SEM= Standard Error of the Mean; a,b Values with different superscript letters in the same row differ (P < 0.05).

 

Table 4: In vitro degradability with different supplementation forms of PUFAs-enriched natural antioxidant in goat rations

Parameters

Treatments

SEM

P value

R1

R2

R3

%

DM degradability

Rumen

76.16b

65.57a

63.16a

3.34

0.02

Post-rumen

83.91b

82.29ab

78.93a

2.07

0.06

OM degradability

Rumen

77.28b

68.86ab

63.75a

3.12

0.05

Post-Rumen

80.09b

78.44b

74.25a

3.03

0.02

 

R1: Non-encapsulated of PUFAs and natural antioxidants, R2: Calcium soap of PUFAs and natural antioxidants, R3: Encapsulated of PUFAs-enriched natural antioxidants; DM = Dry matter; OM = Organic matter; SEM = Standard Error of the Mean; a,b Values with different superscript letters in the same row differ (P < 0.05).

 

Metabolomic profiling

Principal component analysis and partial least squares discriminant analysis of post-rumen fluid metabolites

The PCA score plot showed that the three supplementation forms had some similar metabolites (Figure 1a). However, PLS-DA analysis showed that the three supplementation forms were distinctly separated (Figure 1b), suggesting a significant difference in post-rumen metabolites. This result also indicates a unique metabolomic signature resulting from enhancing the protection of bioactive compounds. The encapsulation process appeared to influence both the quantity and quality of bioactive compounds detected in the post-rumen.


PLS-DA VIP scores

The PLS-DA with VIP score > 1 identified several key metabolites contributing to the separation between the three supplementation forms (Figure 2). The identified potential metabolites comprised a range of chemical classes, including amino acids, short- and medium-fatty acids, benzene derivatives, and other rumen fermentation by-products. The relative abundance of each compound was visualized by a different color. Semagacestat showed the highest VIP score and was the most abundant in the non-protected treatment, which also exhibited greater levels of the synthetic derivative (3S)-3-(aminomethyl)-5-methylhexanoic acid. Calcium soap treatment showed higher levels of dipeptide derivative, Val-Leu and Leu-Phe, 1(E)-1-(4-methoxyphenyl)-4-methyl-penten-3-one and 2-(Hydroxymethyl)-1-methylpiperidine-3,4,5-triol. In contrast, encapsulated form was characterized by a high abundance of Leu-Leu and 2-phenyl-4-pentenal. The variation in metabolite profiles among the three treatment groups reflects the distinct impacts of lipid protection strategies on rumen fermentation dynamics and post-ruminal biochemical transformation.

 

Heatmaps clustering analysis (HCA)

Heatmap Clustering Analysis (HCA of the post-rumen metabolite data visually highlighted the differences in degradation patterns (Figure 3). In non-protected forms, dominant compounds included Dibenzylamine, Navenone A, Butyrin, Semagacestat, and N-Desmethyldiphenhydramine. Calcium soap forms showed a higher abundance of several metabolites including bicine, 2-amino-1,3,4-octadecanetriol, dodecylamine, Leucyl-leucyl-norleucine, Leu-leu-Tyr, and (3S)-3-{(Z)-[(3S)-3-{(Z)-[(3R)-3-Amino-1-hydroxy-4-methylpentylidene] amino}-1-hydroxybutylidene]amino}-5-methylhexanoic acid. Meanwhile, the encapsulated forms was characterized by a high abundance of metabolites such talatizamine, dihydroartemisinin, 2-Phenyl-4-pentenal and leu-leu. These results showed that different protection strategies influence the stability and bioavailability of metabolites across the digestive phase.

Discussion

In vitro fermentability and degradability

The inclusion of PUFA-enriched natural antioxidants in ruminant diets may exert certain effects in digestive and metabolic processes. In the rumen, microbial biohydrogenation and enzymatic hydrolysis rapidly change the chemical structure of unsaturated fatty acids and polyphenol compounds, compromising their functional benefits. In this study, different supplementation forms did not alter the ruminal pH value. Ruminal pH is closely associated with rumen microbial growth and serves as a key indicator of feed fermentability within the rumen (Tanggela et al., 2024; Usboko et al., 2024). The pH values observed in all treatments were relatively attributed to the utilization of high PUFAs oil in the ration. Similarly, Hartanto et al. (2019) reported high goat’s rumen pH (6.96–7.14) when their diets were supplemented with sunflower seed oil.

 

The population of bacteria and protozoa remained stable across different supplementation forms. These results were aligned with Khotijah et al. (2016) and Ebrahimi et al. (2017), who reported that dietary inclusion of PUFAs does not necessarily affect total bacteria and protozoa populations, since the fat level inclusion does not exceed the threshold (Suharti et al., 2018). These findings also indicate that both protection methods maintained a stable rumen environment, as indicated by no change in rumen pH and microbial populations. An appropriate pH condition is necessary for supporting optimal microbial growth (Pramono et al., 2013). In addition, all treatments used the same basal diet, which met the nutritional requirements for microbial growth.

Volatile Fatty Acids (VFA) are the primary products of ruminal fermentation and serve as the primary energy sources for ruminants. The total VFA concentrations in all treatments were aligned with Pi et al. (2019), who reported total rumen VFA of a cow fed with a diet supplemented with flaxseed oil is around 105.71 mM. According to Wang et al. (2012), the variability in total VFA concentrations is presumed to be influenced by the distribution of rumen bacterial species present in each sample. This suggests that the supplementation of PUFAs-enriched natural antioxidant compounds, regardless of the protection method, did not negatively affect rumen fermentation. Morsy et al. (2015) emphasized that the total rumen VFA concentration is influenced by feed digestibility, microbial population, and dietary composition. The molar proportion of individual VFA is influenced by specific microbial groups. Acetate is typically produced by fibrolytic bacteria through fermentation of dietary fiber and resistant starch, while propionate arises from fermentation of non-structural carbohydrate by amylolytic bacteria (Sutrisno et al., 2021; Ahmad et al., 2024). No difference in major VFAs such as acetate, propionate, and butyrate molar proportions among treatments may reflect the stability of microbial ecosystems, supported by comparable pH and microbial population. In addition, minimal variation on major VFAs molar proportion suggests similar substrate availability and fermentation duration (Oematan et al., 2024).

In this study, PUFAs-enriched natural antioxidant were supplemented in different forms. A decrease in iso-valerate molar proportion in calcium soap and encapsulated treatments was likely attributed to a reduction of microbial access to lipid substrates. Similarly, PUFAs protection through saponification inhibits the hydrogenation of unsaturated fatty acids into saturated fatty acids by rumen microbes (Muktiani et al., 2022). Non-protected supplementation is more susceptible to the rumen biohydrogenation process, and it may alter the composition of rumen microbes, which may lead to the production of various intermediates such as iso-valerate (Mirzaei-Alamouti et al., 2021). The encapsulation of PUFAs-enriched natural antioxidant compounds with chitosan likely introduced additional structural resistance to microbial hydrolysis that prevents lipolysis and biohydrogenation process (Budiman et al., 2024), contributing to reducing iso-valerate formation and altering VFA distribution. Protection technologies such as encapsulation and calcium salts formation prevent biohydrogenation in the rumen, thereby increasing their availability for absorption (Gadeyne et al., 2017). The acetate to propionate (C2:C3) ratio reflects the efficiency of energy utilization and the quality of fermentation product (Hambakodu et al., 2019). Our result was consistent with a previous study using palm oil in goat ration, which showed a C2:C3 ratio ranging from 1.63 to 1.77 (Chanjula et al., 2022).

Comparable ammonia concentrations across the treatments may reflect the uniformity of basal diet composition and similar rumen pH conditions. Ammonia concentration in the rumen is determined by several factors, including rumen pH, feed retention time, and the protein content of the diet (Usboko et al., 2024). The result of this study implies that the use of different supplementation forms did not interfere with protein degradability and microbial nitrogen assimilation. This result is also supported by similar microbial populations among treatments, as bacteria and protozoa were involved in degrading dietary protein and recycling of nitrogenous compounds (Suharti et al., 2018). All treatments resulted in normal range ammonia concentrations of 8.5–30 mg/100 mL as reported by McDonald et al. (2002).

Both protected PUFAs-enriched antioxidant forms resulted in lower rumen DMD and post-rumen OMD, suggesting a protective effect that limits microbial access to bioactive compounds. Calcium soap provides protection by forming stable fatty acid-calcium salt complexes, which prevent microbial hydrolysis at neutral pH. The hydrophilic and hydrophobic tails formed in calcium soap molecules protect them from water, thus reducing the availability of PUFAs and natural antioxidant for microbial metabolism (Pramono et al., 2013).

In encapsulated treatment, chitosan-based encapsulation provides physical protection through the matrix, which restricts the diffusion of microbial digestive enzymes to degrade the nutrient contents and potentially delays the nutrient release. Additionally, the antimicrobial properties of chitosan may suppress microbial activity, thereby reducing nutrient degradation (Besharati et al., 2022). The low tendency of post-rumen OMD in the encapsulated form may also be influenced by chitosan, which serves as a matrix for encapsulation. Shrimp-derived chitosan contains 81.39% carbohydrates, reflecting its nature as a natural biopolymer derived from carbohydrate-based compounds present in the chitin biomaterial (Cahyono, 2018). In this study, chitosan was employed as an encapsulating agent, thereby reducing the extent of microbial degradation in the rumen. Despite the reductions, DMD and OMD were in line with the previous study that reported the utilization of protected vegetable oils, which produce DMD and OMD from within the ranges of 70.9%–72% and 74.31%–75.28%, respectively (Bain et al., 2018). Taken together, these findings demonstrate that the PUFAs protection method successfully modulates the degradability profile without compromising overall rumen fermentability. The reduction in degradability may serve as an effective strategy to improve rumen bypass nutrient availability and target intestinal nutrient absorption.

Metabolomic profiles

Metabolomic approaches provide comprehensive insight into biochemical transformations occurring during digestion. When PUFAs and antioxidant compounds are protected, either in calcium soap or encapsulation, their accessibility to rumen microbes is limited, resulting in alterations in nutrient metabolism in both rumen and post-rumen stages. This modulation is evident in the distinct clustering of metabolite profiles observed through PCA, where the two components, PC1 and PC2, account for 24% and 19.5% of the total variation, respectively. The PCA visualization allows for the assessment of sample relationships based on shared metabolic abundance, with grouping patterns indicating underlying biochemical similarity (Roy et al., 2021). The sample metabolite distributions revealed clear separation between treatments, highlighting the influence of protection strategies on metabolite fate. Elliptical clustering structures suggest that specific compound groups are dominant within each treatment, while the intersecting ellipses indicate the abundance of similar compounds within the treatments. The PLS-DA further strengthens the separation observed in PCA by maximizing group discrimination based on metabolite variance. In this study, the calcium soap and encapsulated form presented distinct metabolites, suggesting that the protection methods alter the fate of bioactive compounds by delaying microbial access to nutrient degradation.

The VIP scores identified key metabolites responsible for treatment differentiation, while heatmaps clustering was performed to observe the expected separation of classes from the treatments and features with high clustering coefficients (Figures 2 and 3). Among them, butyrin (tributyrin) and talatizamine were notable. Butyrin or tributyrin is a triglyceride formed from the esterification of butyric acid and glycerol, which have anticancer properties (Kumar et al., 2014; Palma et al., 2022). Butyrin or tributyrin can be hydrolyzed in the animal intestine and subsequently absorbed and utilized by the intestinal tract. This compound functions to reduce the activity of enzymes such as alanine aminotransferase, aspartate transferase, and alkaline phosphatase, thereby potentially lowering stress levels in animals. The butyrate released from tributyrin/butyrin serves as an energy source for intestinal mucosal cells, contributing to tissue repair and maintaining intestinal health (Guo et al., 2021). Higher levels of butyrin were observed in non-protected treatment, which likely reflects increased lipolytic and fermentative activity of rumen microbes since the fat sources are readily available for access (Possente et al., 2022).

In contrast, talatizamine appeared more abundant in the encapsulated treatment. This compound may come from jackfruit leaf extract, containing flavonoids, alkaloids, tannins, saponins, and phenols that have anti-inflammatory, analgesic, and antiarrhythmic properties (Wong et al., 2021; Tandi et al., 2020), and its preservation suggests effective protection by the encapsulation matrix.

Dipeptide derivative such as Leu-Leu and Leu-Phe, known for their assembly and gel-forming ability in aqueous systems, since both of them were aliphatic hydrophobic amino acids, (Scarel et al., 2023). These compounds were predominantly found in protected treatments, which presumably derived from either protein breakdown products or the interaction with encapsulation materials by ionic gelation method. Its high abundance of Leu-leu in the encapsulated group suggests that the chitosan matrix effectively preserved the integrity of PUFAs and antioxidant compounds, allowing their release in the intestinal environment. Overall, the protection form, particularly the encapsulation method, not only preserves the structural integrity of bioactive compounds but also modulates their metabolic fate, resulting in an increase in nutrient bioavailability post-rumen.

Conclusions

Both encapsulation and calcium soap forms may maintain rumen fermentation stability while offering protection of bioactive compounds. Encapsulation is more effective in reducing dry matter and organic matter degradability compared to calcium soap, suggesting enhanced rumen bypass potential. Metabolomic profiling confirms its ability to preserve key metabolites and altered post-rumen biochemical profile. Encapsulated PUFA-enriched natural antioxidant supplements may be used as a functional supplementation strategy to improve nutrient stability and utilization in the reproductive phase of ruminants.

Acknowledgements

This study was supported by the BIMA Program 2024 grant (Contract No. 027/E5/PG.02.00.PL/2024) funded by the Directorate General of Higher Education of the Republic of Indonesia.

Novelty Statement

This study evaluates the effectiveness of encapsulated PUFAs-enriched natural antioxidant compounds on rumen fermentability and metabolomic analyses. The protective effect of encapsulation preserves the active compounds from ruminal degradation. To date, no studies have investigated the protective effect of such encapsulation through in vitro rumen fermentability and metabolomic profile. This approach provides new insights into biochemical modulation relevant to ruminant reproductive nutrition.

Author’s Contribution

Fassah DM, Khotijah L, Pujiawati Y: Conceptualization, Funding acquisition, Project administration, Supervision, Validation, Writing-review and editing. Damayanti SP and Fassah DM: Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing original draft. Azka SM and Alfiyyah MN: Investigation and Methodology.

Ethical approval

The in vitro study using rumen fluids from goat in this experiment was approved by the Animal Ethics Committee of Directorate of Research and Innovation Licensing Governance, and Scientific Authority (BRIN) (No. 123/KE.02/SK/06/2023).

Conflict of interest

The authors have declared no conflict of interest.

References

Ahmad M, Anwar R, Asih DR (2024). VFA parsial dan rasio asam asetat/propionat pakan kambing yang diberi penambahan tepung daun sirih (Piper betle Linn). J. Trop. Anim. Sci. Technol., 26(1): 1-8. https://doi.org/10.32938/jtast.v6i1.5483

Ametaj BN, Zebeli Q, Saleem F, Psychogios N, Lewis MJ, Dunn SM, Xia J, Wishart DS (2010). Metabolomics reveals unhealthy alterations in rumen metabolism with increased proportion of cereal grain in the diet of dairy cows. Metabolomics., 6: 583-594. https://doi.org/10.1007/s11306-010-0227-6

AOAC (1980). Official methods of analysis of the Association of Official Analytical Chemist. 13th Edition, Association of Official Analytical Chemist, Washington DC.

Arfan AR, Ilmiawati A, Sugita P (2022). Optimization and synthesis of etoricoxib-loaded low molecular weight chitosan nanoparticels. Ciencia Rural., 52(11): 1-15. https://doi.org/10.1590/0103-8478cr20210656

Artegoitia VM, Foote AP, Lewis RM, Freetly HC (2017). Rumen fluid metabolomics analysis associated with feed efficiency on crossbred steers. Sci. Rep., 7(1): 1–14. https://doi.org/10.1038/s41598-017-02856-0

Bain A, Wiryawan KG, Astuti DA, Arman C, Suharti S (2018). Optimalisasi penggunaan level sabun kalsium minyak kedelai dalam ransum terhadap karakteristik fermentasi, populasi mikroba dan kecernaan nutrien secara in vitro menggunakan cairan rumen Sapi Bali. J. Ilmu Teknol. Peternak. Trop., 5(3): 11-19. https://doi.org/10.33772/jitro.v5i3.4707

Belanche A, Kingston-Smith AH, Newbold CJ (2016). An integrated multiomics approach reveals the effects of supplementing grass or grass hay with vitamin E on the rumen microbiome and its function. Front. Microbiol., 7: 905. https://doi.org/10.3389/fmicb.2016.00905

Besharati M, Giannenas I, Palangi V, Ayasan T, Noorian F, Maggiolino A, Lorenzo JM (2022). Chitosan/calcium-alginate encapsulated flaxseed oil on dairy cattle diet: In vitro fermentation and fatty acid biohydrogenation. Animals, 12: 1400. https://doi.org/10.3390/ani12111400

Budiman A, Nurhadi B, Supratman H, Rahman MM, Yanza YR, Herman I (2024). The effect of encapsulation and double-layer emulsion of peanut oil on in vitro rumen degradability rates and fermentation profile in sheep. IJAR, 58(12): 2125. https://doi.org/10.18805/IJAR.BF-1761

Cahyono E. (2018). Karakteristik kitosan dari limbah cangkang udang windu (Penaeus monodon). J. Akuatika Indones., 3(2): 96–102. https://doi.org/10.24198/jaki.v3i2.23395

Chaney AL, Marbach EP (1962). Modified reagents for determination of urea and ammonia. Clin. Chem., 8(2): 130-132. https://doi.org/10.1093/clinchem/8.2.130

Chanjula P, So S, Suntara C, Prachumchai R, Cherdthong A (2022). Efficiency of feed utilization, ruminal traits, and blood parameters of goats given a total mixed diet ration containing extracted oil palm meal. Vet. Sci., 9: 612. https://doi.org/10.3390/vetsci9110612

Chedea VS, Rodica SP, Ana EC, Gina CP, Laurentiu MP, Ionelia T (2016). Total polyphenols content, antioxidant activity and stability of a grape pomace incorporated in animal feed. Sci. Pap. Anim. Sci. Biotechnol., 49 (1): 1-5.

Darmawati AA, SK Gede Bawa, IGA Suirta W (2015). Isolasi identifikasi senyawa golongan flavonoid pada daun nangka (Artocarpus heterophyllus Lmk) dan aktivitas antibakteri terhadap bakteri Staphylococcus aureus. J. Kim., 9(2): 203-210.

De Almeida RTR, do Prado RM, Porto C, Dos Santos GT, Huws SA, Pilau EJ (2018). Exploring the rumen fluid metabolome using liquid chromatography-high-resolution mass spectrometry and molecular networking. Sci. Rep., 8(1): 17971. https://doi.org/10.1038/s41598-018-36196-4

Despal D, Irmadani D, Permana IG, Zahera R, Nuraina N (2022). Effect of different unsaturated fatty acids sources on in vitro fermentability and digestibility of ration in dairy cattle. Online J. Anim. Feed Res., 12 (3): 154-159. https://doi.org/10.51227/ojafr.2022.20

Du Q, Zhou L, Li M, Lyu F, Liu J, Ding Y (2022). Omega-3 polyunsaturated fatty acid encapsulation system: Physical and oxidative stability, and medical applications. Food Front., 3(2): 239-255. https://doi.org/10.1002/fft2.134

Ebrahimi M, Rajion MA, Adeyemi KD, Jafari S, Jahromi MF, Oskoueian E, Meng GY, Ghaffari MH (2017). Dietary n-6:n-3 fatty acid ratios alter rumen fermentation parameters and microbial populations in goats. J. Agricultural and Food Chem., 65(4): 737–744. https://doi.org/:10.1021/acs.jafc.6b04732

Fassah DM, Khotijah L (2016). Pengimbuhan vitamin-e dalam ransum kaya asam lemak tidak jenuh terhadap profil darah induk domba laktasi. J. Vet., 17(3): 430-439. https://doi.org/10.19087/jveteriner.2016.17.3.430

Fassah DM, Khotijah L, Atabany A, Mahyardiani RR, Puspadini R, Putra AY. (2015). Blood malondialdehyde, reproductive, and lactation performances of ewes fed high PUFA rations supplemented with different antioxidant sources. Media Peternak., 38(1): 48-56. https://doi.org/10.5398/medpet.2015.38.1.48

Gadeyne F, De Neve N, Vlaeminck B, Fieves V (2016). State of the art in rumen lipid protection technologies and emerging interfacial protein cross-linking methods. Eur. J. Lipid Sci. Technol., 119(5): 1600345. https://doi.org/10.1002/ejlt.201600345

Guo W, Liu J, Yang Y, Ma H, Gong Q, Kan X, Ran X, Cao Y, Wang J, Fu S, Hu G (2021). Rumen-bypassed tributyrin alleviates heat stress by reducing the inflammatory responses of immune cells. Poult. Sci., 100(1): 348–356. https://doi.org/10.1016/j.psj.2020.10.006

Hambakodu M, Pangestu E, Achmadi J (2019). Substitusi rumout gajah dengan rumput laut coklat (Sargassum polycystum) terhadap produk metabolisme rumen dan kecernaan nutrient secara in vitro. J. Ilmu-ilmu Peternak., 29(1): 37-45. https://doi.org/10.21776/ub.jiip.2019.029.01.05

Hartanto R, Cai L, Yu J, Zhang J, Zhang N, Sun L, Qi D (2019). Effect of sunflower oil supplementation on performance, nutrient digestibility, rumen fermentation and blood metabolites in crossbred (Macheng Black X Boer) goats. Emirates J. Food Agric., 31(1): 1-6.

Jenkins TC, Palmquist DL (1984). Effect of fatty acid calcium soap on rumen and total nutrien digestibility of dairy ration. J. Dairy. Sci., 67(5): 978-986. https://doi.org/10.3168/jds.S0022-0302(84)81396-X

Khotijah L, Pandiangan EI, Astuti DA, Wiryawan KG (2016). Effect of sunflower oil supplementation as unsaturated fatty acid source on rumen fermentability and performance of lactating Garut Ewes. J. Indones. Trop. Anim. Agric., 42(3): 185-193. https://doi.org/10.14710/jitaa.42.3.185-193

Khotijah L, Zulihar R, Setiadi MA, Wiryawan KG, Astuti DA (2014). Suplementasi minyak bunga matahari (Helianthus annus) pada ransum pra kawin terhadap konsumsi nutrien dan karakteristik estrus domba Garut. J. Ilmu Tenak Vet., 19(1): 9-16.

Kumar SV, Saravanan D, Kumar B, Jayakumar A (2014). An update on prodrugs from natural products. Asian. Pac. J. Trop. Med., 7(1): s54-s59. https://doi.org/10.1016/S1995-7645(14)60203-0

Lashkari S, Petersen MB, Jensesn SK (2019). Rumen biohydrogenation of linoleic and linolenic acids is reduced when esterified to phospholopids or steroids. Food Sci. Nutr., 8(1): 79-87. https://doi.org/10.1002/fsn3.1252

Losano JDA, Angrimani DSR, Dalmazzo A, Rocha CC, Brito MM, Perez EGA, Tsunoda RH, Góes, PAA, Mendes CM, Assumpção MEOA, Barnabe VH, Nichi M (2018). Effect of vitamin E and polyunsaturated fatty acids on cryopreserved sperm quality in Bos taurus bulls under testicular heat stress. Anim. Biotechnol., 29(2) :100-109. https://doi.org/10.1080/10495398.2017.1322973

Makmur M, Zain M, Sholikin MF, Suharlina, Jayanegara A (2022). Modulatory effects of dietary tannins on polyunsaturated fatty acid biohydrogenation in the rumen: A meta-analysis. Heliyon., 8: 1-11. https://doi.org/10.1016/j.heliyon.2022.e09828

McDonald P, Edwards, Greenhalgh JFD, Morgan CA, Sinclair LA, Wilkinson RG (2002). Animal nutrition. 6th Edition. Ashford Color Pr, United Kingdom.

Mirzaei-Alamouti H, Abdollahi A, Rahimi H, Moradi S, Vazirigohar M, Aschenbach JR (2021). Effect of dietary oil sources (sunflower and fish) on fermentation characteristics, epithelial gene expression and microbial community in the rumen of lambs fed a high-concentrate diet. Arch. Anim. Nutr., 75(6): 405-421. https://doi.org/10.1080/1745039X.2021.1997539

Morsy TA, Kholif SM, Kholif AE, Matloup OH, Salem AZM, Elellea AA (2015). Influence of sunflower whole seeds or oil on ruminal fermentation, milk production, composition, and fatty acid profile in lactating goat. Asian-Australas. J. Anim. Sci., 28(8): 1116-1112. https://doi.org/10.5713/ajas.14.0850

Muktiani A, Widiyanto W, Pandupuspitasari NS (2022). Supplementation of zinc palm oil soap improves feed fermentability and unsaturated fatty acid profile in rumen liquid. Trop. Anim. Sci. J., 47(3): 371-380. https://doi.org/10.5398/tasj.2024.47.3.371

Najini R, Wahdaningsih S (2024). The effect of maceration and soxhletation method on total phenolic content and antioxidant activity of jackfruit leaves (Artocarpus heterophyllus L.). J. Farm. IKIFA, 4(1): 1-8.

Oematan NNY, Benu I, Oematan G, Dami Dato TO (2024). Pengaruh lama waktu viofermentasi Chromolaena odorata dengan sumber karbon tepung putak terhadap konsentrasi VFA persial dan produksi gas metan. Anim. Agric., 1(3): 133-142. https://doi.org/10.59891/animacultura.v1i3.40

Ogimoto K, Imai (1981). Atlas of rumen microbiology. Japan Science Societies Pr., Tokyo.

Palma M, Magnoni LJ, Morais S, Viegas I (2022). Tributyrin supplementation in fish and crustacean nutrition: A review. Rev. Aquac., 15: 785-800. https://doi.org/10.1111/raq.12759

Pawestri S, Syahbanu F (2024). Teknik enkapsulasi antioksidan melalui pengeringan semprot. J. Pertan. Agro., 26(1): 5052-5066.

Pi Y, Ma1a L, Pierce KM, Wang HR, Xu JC, Bu DP (2019). Rubber seed oil and flaxseed oil supplementation alter digestion, ruminal fermentation and rumen fatty acid profile of dairy cows. Animal, 13(12): 2811-2820. https://doi.org/10.1017/S175173111900137X

Possente S, Bertasini D, Rizzioli F, Bolzonella D, Battista F (2022). Volatile fatty acids production from waste rich in carbohydrates: optimization of dark fermentation of pasta by products. Biochem. Eng. J., 189: 108710. https://doi.org/10.1016/j.bej.2022.108710

Pramono A, Kustono DT, Widayati P, Putro P, Handayanta E, Hartadi H (2013). Evaluasi proteksi sabun kalsium sebagai pakan suplemen berdasarkan kecernaan bahan kering, bahan organik dan pH in vitro di dalam rumen dan pasca rumen. Sains Peternak., 11(2): 70-78. https://doi.org/10.20961/sainspet.v11i2.4828

Prasad MP, Kirti P, Ceera M (2014). Phytochemical, antioxidant activity and determination of genetic diversity in Artocarpus heterophyllus using RAPD molecular markers. Int. J. Sci. Res., 3(10): 44-49.

Pujiawati Y, Khotijah L, Sudarman A, Wijayanti I (2018). Effect of different ratio omega-3 and omega-6 in total mix ration on productive performance, blood metabolites and estrous characteristic of ewes. Bul. Peternak., 42(4): 295-300. https://doi.org/10.21059/buletinpeternak.v42i4.29254

Pujiawati Y, Khotijah L, Wiryawan IKG (2023). Screening of antioxidant activities and their bioavailability of tropical plants. IOP Conf. Ser. Earth Environ. Sci., 1182(1): 012083. https://doi.org/10.1088/1755-1315/1182/1/012083.

Roy A, Dhawan H, Upadhyayula S, Kodamana (2021). Insight from principal component analysis applied to py-gcms study of Indian coals and their solvent extracted clean coal products. Int. J. Coal Sci. Technol., 8: 1504-1514. https://doi.org/10.1007/s40789-021-00457-x

Savoinin G, Agazzi A, Invernizzi G, Cattaneo D, Pinotti L, Baldi A (2010). Polyunsaturated fatty acids and choline in dairy goats nutrition: Production and health benefits. J. Small. Rum. Res., 88: 135-144. https://doi.org/10.1016/j.smallrumres.2009.12.021

Scarel E, De Corti M, Polentarutti M, Pierri G, Tedesco C, Marchesan S (2023). Self-assembly of heterochiral, aliphatic dipeptides with Leu. J. Pept. Sci., 30(5): 1-9. https://doi.org/10.1002/psc.3559

Shen JS, Chai Z, Song LJ, Liu JX, Wu YM (2012). Insertion depth of oral stomach tubes may affect the fermentation parameters of ruminal fluid collected in dairy cows. J. Dairy Sci., 95(10): 5978-5984. https://doi.org/10.3168/jds.2012-5499

Steel RGD, JH Torrie (1993). Prinsip dan prosedur statistika cetakan ke-2. PT. Gramedia Pustaka Utama, Jakarta.

Suharti S, Aliyah DN, Suryahadi (2018). Karakteristik fermentasi rumen in vitro dengan penambahan sabun kalsium minyak nabati pada buffer yang berbeda. J. Ilmu Nutr. Teknol. Pakan, 16(3): 56-64. https://doi.org/10.29244/jintp.16.3.56-64

Sutrisno I, Prayitno CH, Munasik TW (2021). Rasio asetat/propionat pada pakan domba berkromium organik yang disuplementasi bawang putih (Allium sativum) dan rumput laut (Gracilaria sp.). Pros Semin. Teknol. Agribisnis Peternak. VII-Webinar, 1995: 252-258.

Tandi J, Nugraha FR, Afandi WN (2020). Potensi nefroterapi daun nangka (Artocarpus heterophyllus Lamk) terhadap tikus putih diabetes melitus. J. Farm. Udayana, 213: 204-212. https://doi.org/10.24843/JFU.2020.v09.i03.p10

Tanggela FI, Jelantik IGN, Kleden MM, Lestari GAY (2024). Pengaruh pemberian silase komplit berbasis sorgum-Clitoria ternatea dengan konsentrat mengandung ZnSO4 dan ZnCu isoleusinat pada level berbeda terhadap fermentasi rumen kambing kacang. Animacultura, 2(2): 678-684. https://doi.org/10.59891/animacultura.v2i2.88

Tilley JMA, Terry RA (1963). A two stage technique for the in vitro digestion of forage crops. J. Br. Grassl., 18: 104-111. https://doi.org/10.1111/j.1365-2494.1963.tb00335.x

Usboko MYG, Enawati LS, Maranatha G (2024). Pengaruh imbangan silase rumput kume (Sorgum plumosum var timorense) dan Alysicarpus vaginalis yang berbeda terhadap pH, konsentrasi NH3 dan VFA residu fermentasi in vitro. Animacultura, 1(3): 214-220. https://doi.org/10.59891/animacultura.v1i3.38

Venugopalan VK, Gopakumar LR, Kumaran AK, Chatterjee NS, Soman V, Peeralil S, Mathew S, McClements DJ, Nagarajarao RC (2021). Encapsulation and protection of omega-3-rich fish oils using food-grade delivery system. Foods, 10(7): 1-20. https://doi.org/10.3390/foods10071566

Wahyuni DS, Gopar RA, Surachman M, Darmawan IWA, Akhadiarto S, Martono S, Suharman H (2024). The effects of various types of feed supplements on in vitro rumen fermentability profile and digestibility. AIP Conf. 2957(1): 070059. https://doi.org/10.1063/5.0184084

Wang C, Sun C, Lu W, Gul K, Mata A, Fang Y (2020). Emulsion structure design for improving the oxidative stability of polyunsaturated fatty acids. Food Sci. Food Saf., 19(6): 2955-2971. https://doi.org/10.1111/1541-4337.12621

Wang X, Li X, Zhao C, Hu P, Chen H, Liu Z, Wang Z (2012). Correlation between composition of the bacterial community and concentration of volatile fatty acids in the rumen during the transition period and ketosis in dairy cows. Appl. Environ. Microbiol., 78(7): 2386-2392. https://doi.org/10.1128/AEM.07545-11

Wardeh MF (1981). Model for estimating energy and protein utilization for feeds. Utah State University, Utah.

Wong AR, Fastuca NJ, Mak VW, Kerkovius JK, Stevenson SM, Reisman SE (2021). Total syntheses of the C19 diterpenoid alkaloids (-)-talatisamine, (-)-liljestrandisine, and (-)-liljestrandinine by a fragment coupling approach. ACS Cent. Sci., 7(8): 1311-1316. https://doi.org/10.1021/acscentsci.1c00540

Wong SJ, Lim JS, Dol SS (2015). Crude oil emulsion: A review on formation, classification and stability of water-in-oil emulsions. J. Petrol., 135: 498-504. https://doi.org/10.1016/j.petrol.2015.10.006

Zahera R, Sari LA, Permana IG (2022). The use of near-infrared reflectance spectroscopy (NIRS) to predict dairy fibre feeds in vitro digestibility. IOP Conf. Ser. Earth Environ. Sci., 951(1): 012100. https://doi.org/10.1088/1755-1315/951/1/012100

Zeng X, Li S, Liu L, Cai S, Ye Q, Xue B, Wang X, Zhang S, Chen, Cai C, Wang F, Zeng X (2023). Role of functional fatty acids in moduation of reproductive potential in livestock. J. Anim. Sci. Biotechnol., 14(24): 1-19. https://doi.org/10.1186/s40104-022-00818-9