Advantageous effects of rumen-protected phytonutrients from tropical plant extracts on rumen fermentation efficiency and methane mitigation using in vitro fermentation technique
Article information
Abstract
Objective
Tropical plants are composed of phytonutrients (PTNs) and are utilized for their capacity to manipulate rumen fermentation characteristics and methane production. The aim of this experiment was to determine the impact of microencapsulated PTNs-extracted from lemongrass and mangosteen peel (M-LEMANGOS), as well as crude protein (CP) levels on nutrient degradability, rumen ecology, microbial population, and methane emission in an in vitro study.
Methods
The treatments were randomly assigned in a 2×4 Factorial arrangement in a completely randomized design. The two factors consisted of CP percentage in the concentrate diet (16% and 18% CP) and the levels of M-LEMANGOS addition (0%, 2%, 4%, and 6% of the total substrate).
Results
The results showed that nutrient degradability both 12 and 24 h were significantly increased with M-LEMANGOS at 4% total substate. In part of volatile fatty acids (VFAs), particularly propionate and total VFA, these were enhanced by %CP and M-LEMANGOS combination. The %CP increased ruminal ammonia-nitrogen concentration (NH3-N), while M-LEMANGOS supplementation reduced such concentration. Methane production and Methanobacteriales population at 12 and 24 h were reduced when supplemented with M-LEMANGOS at 4% total substate. The population of Fibrobacter succinogenes, Ruminococcus flavefaciens, and Megasphaera elsdenii were increased with the interaction between %CP and M-LEMANGOS addition.
Conclusion
M-LEMANGOS indicates promising potential as a plant-based PTN for dietary modulation of rumen fermentation and mitigation of methane production.
INTRODUCTION
The phenomenon known as the greenhouse effect has garnered heightened attention in recent years due to its role in the increasing global temperatures. The three main greenhouse gases are carbon dioxide (CO2), methane (CH4), and nitrous oxide (N2O), respectively. In comparison to CO2, CH4 has a 28-fold higher global warming potential over a century. This expansion has detrimental effects on animals, humans, and the environment [1]. Animal production accounts for 14.5% of greenhouse gas emissions caused by human activity in the agricultural sector. It is responsible for around 37% of global CH4 emissions, mostly caused by ruminal enteric fermentation in ruminants [2]. Hence, reducing CH4 emissions from ruminants will have a greater impact on managing greenhouse gas levels in the livestock production system. Currently, the presence of plant-based phytonutrients (PTNs) has been demonstrated to inhibit the process of methanogenesis in the rumen. Nevertheless, significant discrepancies exist among research investigating the impact of PTNs on rumen fermentation and methane production [3].
Tropical climate fosters the growth of a large number of evergreen fruit trees. The consistent nature of this environment promotes the production of tropical fruits that are able to meet the demands of the world market. The annual output of tropical fruits reflects their global availability and demand [4]. The worldwide popularity and demand for the annual production reflects tropical fruits. Agricultural fruit wastes such weed plants, peels, and seeds are produced in significant amounts as fruit agriculture develops and these wastes turn into a challenging environmental problem [5]. Peels, kernels, and seeds from fruits wastes typically contain a significant quantity of PTNs and it could be utilized as a source of beneficial antioxidant substances [5]. The most consumed tropical fruits are pineapple, papaya, jackfruit, mango, as well as mangosteen. Mangosteen (Garcinia mangostana) is currently becoming a popular tropical fruit, due to its high nutritional content of PTNs (especially phenolics and flavonoids) and antioxidant properties [6,7]. Furthermore, the lemongrass (Cymbopogon citratus) is increasing in popularity as a dietary supplement and that can be utilized in ruminant production as a rumen enhancer due to its content of PTNs and essential oils [8]. According to reports, the plant shows antibacterial, antioxidant, and the activities of anti-hyper ammonia-producing bacteria in the rumen [9]. The supplementation of lemongrass to the diet increased nutritional digestibility, while promoting beneficial ruminal fermentation [10], and reducing ruminal methane production [11]. Importantly, in this study, the novel technology was used as microencapsulation. This approach is frequently employed to preserve the functional and biological properties of PTN compounds and regulate their release [12].
Microencapsulation technique is a recent innovation that is frequently applied in the field of ruminant nutrition currently [13]. This method is utilized to enhance the stability, solubility, and bioavailability of PTNs. It is particularly useful for PTNs that are sensitive to environmental conditions, as it enables their enrichment in feed products [14]. One of microencapsulation methods, spray-drying is a widely used and cost-effective process that has several advantages, including high production rate, product quality, and encapsulation efficiency [15]. Nevertheless, the effects of microencapsulated lemongrass and mangosteen peel (M-LEMANGOS) combination as feed supplements on rumen fermentation and methane production are not widely investigated.
Therefore, the present study aimed to evaluate nutrient degradability, rumen fermentation, microbial diversity, and the production of methane in vitro receiving diets supplemented with M-LEMANGOS and crude protein (CP) levels.
MATERIALS AND METHODS
Ethics statement
The animals were subjected to review and permission by the Intuitional Animal and Use Committee of Khon Kaen University (protocol no. IACUC-KKU-110/66) and the Institute of Animals for Scientific Purpose Development (IAD), Thailand (approval number U1-06878-2560).
Microencapsulated lemongrass and mangosteen peel preparation
Fresh lemongrass and mangosteen peel were sun-dried (2 to 3 days) then samples were prepared by grinding to a 1-mm sieve length (Cyclotech Mill; Tecator, Hoganas, Sweden). The sample and water were combined, microwaved for 35 minutes at 60°C, 100 volts, and the only liquids were collected. The wall-material components of chitosan at a concentration of 2% (w/v) were dissolved in a solution containing 1% (v/v) acetic acid and a surfactant (tween 80) at a concentration of 2% (v/v). The mixture was then stirred at a temperature of 65°C until it became consistent, and then was accomplished by combining wall material with PTN extract liquid in a 1:1 ratio (v/v) and stirring continuously at ambient temperature throughout the duration of the night. They were spray-dried with Bǚchi B-191 Mini Spray Dryer to form M-LEMANGOS according to the modified protocol of Phupaboon et al [16], the dried powders were kept at −20°C, as shown in Figure 1. Furthermore, the surface morphology of M-LEMANGOS was examined using a Field-emission scanning electron microscope (Mira; Tescan Co., Brno, Czech Republic).
Feed chemical analyses
As presented in Table 1, following the procedures of AOAC [17], M-LEMANGOS, concentrate, and roughage were evaluated for dry matter (DM; no. 967.03), ash (no. 942.05), and CP (no. 984.13). The fiber fractions of the samples were analyzed using Ankom A200i Fibre Analyser (Ankom Technology Co., New York, NY, USA); following to van Soest et al [18]. Importantly, M-LEMANGOS was analyzed for i: PTNs namely total flavonoid compound (TFC) and total phenolic compound (TPC), ii: antioxidant capacities containing ferric reducing antioxidant power capacity, 2, 2′-azino-bis (3-ethylbenzothiazoline-6-sulfonic acid) (ABTS), and 2, 2-diphenyl-1-picrylhydrazyl (DPPH), these additional data have been reported in Phupaboon et al [16].
Experimental design and treatments
The dietary treatments were allocated using a completely randomized design (CRD) in a 2×4 factorial arrangement, totally 8 treatments. Factor a was assessed as a %CP in the concentrate diet: 16% and 18%. The level of M-LEMANGOS is presented by factor B, which includes 0%, 2%, 4%, and 6% of total DM substrate, respectively.
In vitro incubation
The protocols indicated by Menke and Steingass [19] were used for the in vitro analysis, artificial saliva preparation, and rumen fluid. In 50-mL bottles, the roughage to concentrate ratio was set at 60:40, with a weight of 0.5 g, then the M-LEMANGOS samples were weighed at the various levels of total substrate. The treatment bottle contained a volume of 40-mL of artificial saliva, along with the bottles containing rumen sample at the ratio of 2:1 (mL/mL). The medium solution (2,000-mL) is prepared by combining specific volumes of several solutions. These volumes are as follows: 0.24-mL of micro-mineral solution, 2.44-mL of resazurine, 99.0-mL of reduction solution, 480.0-mL of macro-mineral solution, 480.0-mL of buffer solution, and 950.0-mL of distilled water, respectively. Rumen fluid samples (four Thai-native beef cattle were used as a rumen donor, average body weight 400±20 kg) were obtained by introducing a tube, connected to a vacuum pump, through the oral cavity and into the middle part of the rumen. Subsequently, the samples were taken in a flask. The filtered samples were placed into a thermally insulated bottle at a temperature of 39°C, following the process of passing them through four layers of folded cheesecloth. Under constant CO2 flushing, all experimental bottles with aluminum lids were sealed with synthetic rubber stoppers, which were then incubated at 39°C.
Gas determination
Gas production (24 bottles; 3 bottles/treatment×8 treatments) was recorded at 0, 1, 2, 4, 6, 8, 12, 24, 48, 72, and 96 h of incubation by using a 20-cc glass precision syringe to measure gas production using Fitcuve (software version 6, International Feed Resources Unit; MLURI, Aberdeen, UK) [20].
The bottles (32 bottles; 2 bottles/treatment×8 treatments×2 sampling times) were opened at 12 and 24 h and used for an immediately pH measurement (HI 8424 microcomputer; HANNA Instruments, Singapore). The rumen fluid samples were filtered through instances cheesecloth and centrifuged at 16,000×g for 15 minutes, the volatile fatty acid (VFA) and NH3-N will then be analyzed. VFA were used Gas chromatograph (GC; HP6890; Hewlett-Packard Co., Ltd., New York, NY, USA); using i: a front injector with injection volume of 1-μL and a syringe size of 10-μL, ii: an inlet with a pressure of 20.5 psi, a total flow rate of 12-mL/minutes, a heater set at a temperature of 200°C, iii: an oven with a temperature set at 120°C, and iv: an air flow rate of 400-mL/min, detector with a heater set at 200°C. The column used in the experiment was filled with a molecular sieve described as 13X, which had a mesh size of 30/60 (Alltech Associates Inc., Deerfeld, IL, USA), as more details provided by So et al [21]. NH3-N value was used a Spectrophotometer (UV/VIS; PG Instruments Ltd., London, UK). Nutrient degradability was set at 12 and 24 h (64 bottles; 2 bottles/treatment×8 treatments×2 sampling times×2 parameters). After passing the contents through pre-weighed Gooch crucibles with a porosity of 40-mm, the remaining DM was measured. The percent decrease in weight was calculated and reported as the in vitro dry matter degradability (IVDMD). The residues obtained from the incubation process were used an Ankom-bag (ANKOM 200; ANKOM Technology, Macedon, NY, USA). Then, feed sample that had been dried and the remaining residue were subjected to ash at 550°C in order to assess the IVOMD. Furthermore, methane production (32 bottles; 2 bottles/treatment×8 treatments×2 sampling times) was used GC machine (mL/0.5 g DM) (GC-2014; Model GC-17A System; Shimadzu Co., Ltd., Kyoto, Japan), fitted with a thermal conductivity detector (with a heater set at 140°C, injection temperature at 130°C) and a 2-m stainless steel column filled with Shin carbon (size 3-m×3-mm, column temperature at 120°C).
Real-time polymerase chain reaction
From an in vitro investigation, approximately 1-mL of rumen fluid was collected for the extraction of total genomic DNA (gDNA) using the QIAamp Fast DNA Stool Mini kit method (Qiagen, Hilden, Germany). Employing a Nanodrop spectrophotometer (Thermo Scientific, Waltham, MA, USA), the absorbance at OD260/280 = 1.8 to 2.0 was used to determine the gDNA quality (the concentration at ≥50 ng/μL). Real-time polymerase chain reaction (PCR) was used to identify the microbial community using specific primers, namely Ruminococcus albus (Fs219f; GGTATGGGATGAGCTTGC, Fs654r; GCCTGCCCCTGAACTATC), Ruminococcus flavefaciens (Rf154f; TCTGGAAAC GGATGGTA, Rf425r; CCTTTAAGACAGGAGTTTACAA), Fibrobactor succinnogenes (Fs219f; GGTATGGGATGAGCTTGC, Fs654r; GCCTGCCCCTGAACTATC) [22], Butyrivibrio proteoclasticus (Bpf; CGWAGGGAAGCTGTTAAGT, Bpr; TACCGTCGTCCACTCCTT) [23], Butyribrivio fibrisolvens (Bff; CGCATG ATGCAGTGTGAAAAGCTC, Bfr; CCTCCCGACACCTATTATTCATCG) [24], Megasphaera elsdenii (Mef; GACCGAAACTGCGATGCTAGA, Mer; TCCAGAAA GCCGCTTTCGCCACT) [25], and Methanobacteriales (Mbt857f; GGG CTTGCTTTGGAAACTGTT, Mbt1196r; CCCACCGATGTTCCTCCTAA) [26], The amplification and detection of the real-time PCR were done by Luna Universal quantitative PCR Master Mix, additional details on the procedures were revealed in Koike and Kobayashi [22].
Statistical analysis
A 2×4 Factorial arrangement in a CRD was used to investigate all of the experimental data using the PROC general linear model of Statistical analysis system (SAS; software version 9.4; SAS Institute, Cary, NC, USA) [27], as follows:
where Yij = observation, μ = overall mean, αi = level of %CP effect (i = 16% and 18% CP in concentrate), βj = level of M-LEMANGOS effect (j = M-LEMANGOS at 0%, 2%, 4%, and 6% of total substrate), αβij = effect of %CP×M-LEMANGOS, and ɛij = error.
The difference between the means of the treatments at p<0.05 was calculated using Tukey’s multiple comparison test.
RESULTS
Morphological characterization and chemical composition of microencapsulated lemongrass and mangosteen peel
The morphology of microcapsules generated through the process of spray-drying. They offer various geometric shapes such as circles, squares, and surfaces that can be either smooth or rough. The microcapsules exhibit a binary structure, consisting of two concentric layers similar to a donut. The particle size ranges from 2 to 20-μm in diameter, as shown in Figure 2. Furthermore, the chemical composition of M-LEMANGOS were 88.7%, 18.6%, 43.1%, and 3.2% DM basis for organic matter, CP, acid-detergent fibe, and neutral-detergent fiber, respectively. Importantly, that product was consisted of PTNs especially TPCs (257.3-g GAE/kg DM) and TFCs (219.7-mg QUE/g DM). In part of antioxidant capacity, they contained 70.6% ABTS, 84.2% DPPH, and 20.6-g TROE/g DM). The results of M-LEMANGOS are presented in Table 1.
Gas production kinetics and nutrient degradability
The cumulative gas production curve is presented in Figure 3. The cumulative gas, gas a+b, gas a, gas b, and gas c were affected (p<0.01) by %CP added. M-LEMANGOS significantly increased (p<0.05) the gas c especially when supplemented at 4% to 6% of total substrate and the interaction between %CP and M-LEMANGOS was highly significant (p<0.01). Moreover, IVDMD and IVOMD both 12 and 24 h, and mean were enhanced (p<0.05) with M-LEMANGOS supplementation, while, there were similar with %CP (p>0.05; Table 2).

Cumulative gas production curves of the treatment diets in an in vitro study. Experimental treatments: T1, 16% crude protein (CP)+0% M-LEMANGOS; T2, 16% CP+2% M-LEMANGOS; T3, 16% CP+4% M-LEMANGOS; T4, 16% CP+6% M-LEMANGOS; T5, 18% CP+0% M-LEMANGOS; T6, 18% CP+2% M-LEMANGOS; T7, 18% CP+4% M-LEMANGOS; T8, 18% CP+6% M-LEMANGOS, respectively. M-LEMANGOS, microencapsulated phytonutrients from lemongrass and mangosteen peel. Error bars as mean±standard deviation.
Rumen fermentation characteristics
Regarding the VFA pattern in molar proportion, M-LEMANGOS addition significantly increased (p<0.05) propionate production at 12, 24 h, and mean (27.2, 28.6, and 27.9 mol/100 mL, respectively) in an in vitro study, with a higher value for M-LEMANGOS (4% of total substrate) than control group. The concentrations of acetate (12, 24 h, and mean) were significantly lower (p<0.05), while butyrate was not affected (p>0.05) when supplemented with M-LEMANGOS. The total VFA and acetate to propionate ratio both 12 and 24 h were significantly enhanced (p<0.01) at 4% of total substrate of M-LEMANGOS supplementation (Table 3).
As shown in Table 4, the various percents of CP in basal diet were affected by ruminal pH and NH3-N value, while M-LEMANGOS addition had no significant effect (p>0.05). The pH value is the range of 6.83 to 6.93. The concentration of NH3-N significantly decreased (p<0.01) with increasing levels of M-LEMANGOS, particularly at 4% to 6% total substrate. Moreover, CH4 production linearly decreased (p<0.01) with M-LEMANGOS supplementation, and there was lowest reduced with 4% to 6% M-LEMANGOS.
Microbial population
The microbial population of Ruminococcus albus, Ruminococcus flavefaciens, Fibrobacter succinogenes, Megasphaera elsdenii, Butyrivibrio fibrisolvens, Butyrivibrio proteoclasticus, and Methanobacteriales showed a range of 8.7 to 9.8, 7.4 to 10.1, 8.3 to 11.9, 8.6 to 9.9, 7.9 to 9.1, 9.7 to 10.4, and 8.6 to 9.4 log copies of gene number/mL, respectively. The population of Fibrobacter succinogenes, Megasphaera elsdenii, and Methanobacteriales were significantly difference (p<0.05) by levels of CP in diets. Fibrobacter succinogenes and Ruminococcus flavefaciens population at 24 h were increased (p<0.05) with the interaction between %CP and M-LEMANGOS. Importantly, Methanobacteriales both 12 and 24 h were highly significant declined (p<0.05) with the interaction between %CP and M-LEMANGOS. No differences (p>0.05) were detected for Ruminococcus albus, Butyrivibrio fibrisolvens, and Butyrivibrio proteoclasticus when combining with %CP and M-LEMANGOS, as presented in Table 5.
DISCUSSION
Gas production kinetics and nutrient degradability
In the current experiment, gas production kinetics particularly gas c and cumulative gas were enhanced by the M-LEMANGOS addition. The potential reason for this phenomenon could be attributed by the presence of nutrients in M-LEMANGOS, which may facilitate the enhancement of gas c and cumulative gas production. M-LEMANGOS acquired energy through the utilization of cassava starch and molasses, while CP was attributed from lemongrass and mangosteen peel. Additionally, the formulation provided essential vitamins and minerals, thereby ensuring an adequate nutrient supply to support microbial activity during the incubation process. The utilization of pellet form, which involves the synchronization of fermentation with degradable carbohydrates and nitrogen sources, resulted in a higher level of microbial activity in the rumen as compared to diets that was not incorporated in the pellets [28]. Hence, in order to enhance microbial synthesis, it becomes imperative to initially focus on manipulating carbohydrate and nitrogen fermentation in the rumen to achieve the most uniform rumen carbohydrate supply pattern feasible within a particular dietary regimen [29].
The IVDMD and IVOMD at 12 and 24 h were affected by increasing level of M-LEMANGOS. Specifically, the inclusion of M-LEMANGOS at 4% of the total substrate resulted in significantly increased nutrient degradability values. The potential impact of PTN content in M-LEMANGOS on enhancing microbial activity in the rumen may be elucidated. PTNs have the potential to function as probiotics by enhancing the proliferation of gut microorganisms, so facilitating the digestion of feed [30]. According to Norrapoke et al [31], who showed that mangosteen peel supplementation could increase gas production kinetics and IVDMD, respectively.
Rumen fermentation characteristics
The VFAs are the end-products of rumen fermentation, and alterations in their composition due to the inclusion of feed additives can indicate the effects of the supplementation on the rumen environment [32]. The supplementation of M-LEMANGOS resulted in an obvious shift in the VFA profile when compared to the control group. They induced a change in ruminal fermentation, resulting in an increase in the percentage of propionate production. Wettstein et al [33] stated that reduction in ruminal methanogenesis can lead to a shift in rumen fermentation from acetate to propionate, after that this shift occurs due to the preferential activation of the pathway of propionate synthesis rather than the acetate synthesis pathway. In the rumen, the process of CH4 generation is generally regarded as a symbiotic relationship between microorganisms that produce hydrogen (H2) and methanogens that consume H2, consequently, the management of the H2 sink plays a significant role in reducing CH4 emissions [34]. One effective option for mitigating the major metabolic H2 emissions is to increase propionate synthesis. This approach serves as a sink for H2 and CH4, hence reducing the availability of H2 for methanogens [35]. In the current investigation, it was observed that the addition of M-LEMANGOS significantly decreased CH4 production as compared to the control group at 12 and 24 h of incubation time. The experiment conducted by Jafari et al [36] indicated that the peels of various tropical fruits containing phenolics, including dokong, mangosteen, papaya, pineapple, and rambutan, exhibited a reduction in CH4 production in vitro. Kholif et al [30] stated that the supplementation of lemongrass to the diet resulted in enhancements in the generation of ruminal propionate and total VFAs. Some studies have documented these PTNs (phenolics and flavonoids) inhibit methanogens directly and/or suppress the microbial metabolic pathways that are involved in methanogenesis, which is accompanied with notable improvements in specific fermentation parameters. Hence, it is plausible that substances derived from numerous tropical plants possess the capability to directly inhibit the growth and function of methanogens, either independently or in combination [37].
The establishment of an optimal rumen environment is essential for the attainment of efficient performance in ruminants. The rumen pH has a significant role in determining the stability of the rumen environment, as it can lead to changes in microbial populations and is necessary for the optimal growth of microorganisms [38]. The addition of M-LEMANGOS remained in a consistent ruminal pH level ranging from 6.83 to 6.93. Wanapat [39] reported that microbial activity and growth are most beneficial within the pH range of 6.5 to 7.0. The potential for enhancing rumen efficiency by the administration of PTN lies in its ability to maintain a higher pH, increase NH3-N content, and stimulate microbial protein synthesis [40]. Furthermore, the combination of M-LEMANGOS and %CP in concentrate lowered the NH3-N concentration. The observed phenomenon can be attributed by the presence of the PTN in M-LEMANGOS, which has the ability to decelerate the processes of ruminal proteolysis, peptidolysis, and deamination [41]. PTNs present in M-LEMANGOS have the ability to protect proteins against degradation, hence enhancing nitrogen utilization efficiency in ruminants. This is achieved through two mechanisms: firstly, by uplifting the quantity of by-pass protein, and secondly, by decreasing fiber degradation in the rumen through the inhibition of microbial attachment to feed particles. These findings agreed with Calabrò et al [42] and Guglielmelli et al [43] revealed that the optimal PTN level would contribute to the protection of proteins from rumen digestion, thereby leading to an increase in bypass protein. Wanapat et al [44] also demonstrated that MARABAC pellet, consisting of a composition of mangosteen peel, rambutan peel, and banana flower powder, has enormous potential as a dietary rumen enhancer. It offers a viable alternative to the use of chemicals and antibiotics traditionally employed to improve rumen fermentation, particularly in terms of pH maintenance and reduction of NH3-N concentration.
Microbial population
Fibrobacter succinogenes, Ruminococcus flavefaciens, and Megasphaera elsdenii population were increased with the interaction between %CP in concentrate and M-LEMANGOS supplementation. This could be due to M-LEMANGOS containing PTN and may affect to improve microbial population. In relation to microbial populations, PTNs exhibit diverse biological characteristics that can potentially induce bacterial proliferation or modify ruminal microorganisms, consequently impacting feed digestion in the rumen [45]. The supplementation of PTNs, which included phenolic acids and flavonoids, was observed to result in an increase in both the overall abundance of bacteria and the specific populations of certain species/genera of bacteria, namely F. succinogenes and B. fibrisolvens [46]. Moreover, Methanobacteriales population was decreased and they play an important role in the effectiveness of rumen methanogenesis. The suppression of rumen methanogenesis is typically accompanied by a concurrent elevation in propionate concentration, which was also observed in the present experiment. Ma et al [47] reported that flavonoids addition from tropical plat decrease ruminal populations of methanogens. Phesatcha et al [48], in addition demonstrated that the inclusion of mangosteen peel in the diet resulted in a reduction in the population of methanogens. Under currently investigation, Matra et al [49] stated that microencapsulated-PTNs from Mitragyna plant could improve cellulolytic bacteria especially increase the population of B. fibrisolvens, and decrease methanogens.
CONCLUSION
The inclusion of M-LEMANGOS at 4% of total substrate and 18% CP of concentrate resulted in enhanced degradability of nutrients and improved rumen enteric fermentation by increasing propionate, narrowing acetate to propionate ratio, nutrient degradability, and mitigating methane production. Thus, M-LEMANGOS has the potential to serve as a viable tropical plant-based PTN for the purpose of modulating rumen fermentation. An in vivo assessment should be undertaken to elucidate insightful data.
Notes
CONFLICT OF INTEREST
No potential conflict of interest relevant to this article was reported.
AUTHORS’ CONTRIBUTIONS
Conceptualization: Matra M, Suriyapha C, Dagaew G, Prachumchai R, Phupaboon S, Sommai S, Wanapat M.
Data curation: Matra M, Wanapat M.
Formal analysis: Matra M, Suriyapha C, Dagaew G, Prachumchai R, Phupaboon S, Sommai S.
Methodology: Matra M, Suriyapha C, Dagaew G, Prachumchai R, Phupaboon S, Sommai S.
Software: Matra M.
Validation: Matra M, Wanapat M.
Investigation: Matra M, Wanapat M.
Writing - original draft: Matra M, Wanapat M.
Writing - review & editing : Matra M, Suriyapha C, Dagaew G, Prachumchai R, Phupaboon S, Sommai S, Wanapat M.
FUNDING
Funding for this work was provided by the Program Management Unit Human and Resources Institutional Development Research and Innovation (PMU-B; approval no. 660000050309), which is administered by the Ministry of Higher Education, Science, Research, and Innovation (MHESI) in collaboration with Khon Kaen University, Thailand.
ACKNOWLEDGEMENTS
The authors would like to express their gratitude to the Tropical Feed Resources Research and Development Center (TROFREC), Department of Animal Science, Faculty of Agriculture, Khon Kaen University, Thailand for their valuable support and contributions.
DATA AVAILABILITY
Upon reasonable request, the datasets of this study can be available from the corresponding author.
ETHICS APPROVAL
The animals were subjected to review and permission by the Intuitional Animal and Use Committee of Khon Kaen University (protocol no. IACUC-KKU-110/66) and the Institute of Animals for Scientific Purpose Development (IAD), Thailand (approval number U1-06878-2560).
SUPPLEMENTARY MATERIAL
Not applicable.