In vitro characterization of ruminal fermentation and lipid metabolism in dairy diets associated with high versus low concentrations of conjugated linoleic acid in milk

Muhammad Naufal Farras , Despal , Dwitami Anzhany , Rika Zahera , Fandini Meilia Anjani , Wulansih Dwi Astuti , Irma Isnafia Arief

AIMS Agriculture and Food ›› 2026, Vol. 11 ›› Issue (3) : 780 -819.

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AIMS Agriculture and Food ›› 2026, Vol. 11 ›› Issue (3) :780 -819. DOI: 10.3934/agrfood.2026040
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In vitro characterization of ruminal fermentation and lipid metabolism in dairy diets associated with high versus low concentrations of conjugated linoleic acid in milk
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Abstract

Conjugated linoleic acid (CLA) is an important bioactive fatty acid in ruminant milk due to its potential anticarcinogenic, anti-inflammatory, and antiatherogenic properties. However, milk CLA concentration varies considerably among dairy production systems, and the ruminal mechanisms underlying this variation remain poorly understood. This study aimed to evaluate rumen fermentation characteristics, nutrient digestibility, partial volatile fatty acid (VFA) profiles, methane production, and lipid biohydrogenation characteristics of diets associated with extremely high and low milk CLA concentrations. In total, 300 milk samples were collected from dairy farms in Pangalengan, Kebon Pedes, and Kunak. Fifteen diets associated with the highest milk CLA concentrations (>2.4% of milk fat) and fifteen diets associated with the lowest CLA concentrations (<0.92% of milk fat) were selected and reformulated according to field feeding practices. The diets were evaluated using in vitro fermentation and digestibility techniques. Measured parameters included ruminal pH, ammonia, total and partial VFAs, gas and methane production, microbial protein synthesis, nutrient digestibility, and unsaturated fatty acid biohydrogenation indices. Substantial variation was observed among diets in terms of fermentation, digestibility, and lipid metabolism. Total VFA concentration ranged from 93.37 to 144.37 mM, while methane production ranged from 5.03 to 23.31 mL/g dry matter (DM). Dry matter digestibility and organic matter digestibility ranged across 52.68–80.19% and 51.18–80.64%, respectively. Several high-CLA-associated diets exhibited relatively lower acetate-to-propionate ratios (1.80–1.96) and higher incomplete biohydrogenation (IBH) ratios, although substantial overlap occurred between high- and low-CLA-associated diets. This overlap indicated that general fermentation intensity alone could not fully explain CLA variation. Milk CLA variation showed relatively stronger associations with ruminal lipid biohydrogenation characteristics, particularly IBH and the persistence of unsaturated fatty acid intermediates, than with overall fermentation characteristics. However, substantial overlap among diets prevented the identification of a single VFA profile or biohydrogenation index as a consistent characteristic associated with milk CLA concentration.

Keywords

conjugated linoleic acid / rumen biohydrogenation / volatile fatty acids / in vitro fermentation / dairy cow nutrition

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Muhammad Naufal Farras, Despal, Dwitami Anzhany, Rika Zahera, Fandini Meilia Anjani, Wulansih Dwi Astuti, Irma Isnafia Arief. In vitro characterization of ruminal fermentation and lipid metabolism in dairy diets associated with high versus low concentrations of conjugated linoleic acid in milk. AIMS Agriculture and Food, 2026, 11 (3) : 780-819 DOI:10.3934/agrfood.2026040

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References

[1]

Du M, Jin J, Sun C, et al. (2026) Enhancing selective esterification of conjugated linoleic acid isomers by immobilized Candida rugosa lipase via hydrophobic acyl acceptors. Bioresour Technol 455: 134818. https://doi.org/10.1016/j.biortech.2026.134818

[2]

Vahmani P, Xu Y, Dugan MER, et al. (2025) Trans-10 shifted ruminal biohydrogenation and its implications for ruminant milk and meat fat content and quality. Can J Anim Sci 105: 1-10. https://doi.org/10.1139/cjas-2024-0028

[3]

Schiavini F, La Mattina V, Samoré AB, et al. (2007) The QuaLAT project: Mapping QTL for milk fatty acid content in the Italian Brown population and in the Israel Holstein Friesian. Ital J Anim Sci 6: 206. https://doi.org/10.4081/ijas.2007.1s.206

[4]

Viladomiu M, Hontecillas R, Bassaganya-Riera J (2016) Modulation of inflammation and immunity by dietary conjugated linoleic acid. Eur J Pharmacol 785: 87-95. https://doi.org/10.1016/j.ejphar.2015.03.095

[5]

Dilzer A, Park Y (2012) Implication of conjugated linoleic acid (CLA) in human health. Crit Rev Food Sci Nutr 52: 488-513. https://doi.org/10.1080/10408398.2010.501409

[6]

Toral PG, Monahan FJ, Hervás G, et al. (2018) Review: Modulating ruminal lipid metabolism to improve the fatty acid composition of meat and milk. Challenges and opportunities. Animal 12: s272-s281. https://doi.org/10.1017/S1751731118001994

[7]

Kazemi M, Valizadeh R (2026) Nutritional strategies for enhancing the quality of animal-derived food products. Discov Food 6: 1-64. https://doi.org/10.1007/s44187-025-00759-y

[8]

Kazemi M, Valizadeh R (2021) The effect of dietary supplementation of ensiled pomegranate by-products on growth performance, nutrient digestibility, haematology parameters and meat characteristics of fat-tail lambs. Ital J Anim Sci 20: 1532-1543. https://doi.org/10.1080/1828051X.2021.1986429

[9]

Anzhany D, Despal D, Toharmat T, et al. (2022) Identification of feeding pattern and their impact on milk fatty acid profiles from traditional dairy cows in Pangalengan Sub-district. IOP Conf Ser Earth Environ Sci 951: 1-11. https://doi.org/10.1088/1755-1315/951/1/012023

[10]

Anzhany D, Toharmat T, Despal (2022) Ration to produce milk high in conjugated linoleic acid (CLA) at smallholder dairy farm: An in vitro reconstruction. Am J Anim Vet Sci 17: 130-138. https://doi.org/10.3844/ajavsp.2022.130.138

[11]

Dewanckele L, Toral PG, Vlaeminck B, et al. (2020) Invited review: Role of rumen biohydrogenation intermediates and rumen microbes in diet-induced milk fat depression: An update. J Dairy Sci 103: 7655-7681. https://doi.org/10.3168/jds.2019-17662

[12]

Lourenço M, Ramos-Morales E, Wallace J (2010) The role of microbes in rumen lipolysis and biohydrogenation and their manipulation. Animal 4: 1008-1023. https://doi.org/10.1017/S175173111000042X

[13]

Toral P, Hervás G, Frutos P (2024) Invited review: Research on ruminal biohydrogenation: Achievements, gaps in knowledge, and future approaches from the perspective of dairy science. J Dairy Sci 107: 10115-10140. https://doi.org/10.3168/jds.2023-24591

[14]

Kazemi M (2025) Recycling agricultural waste: Sustainable solutions for enhancing livestock nutrition. Vet Med Sci 11: 1-45. https://doi.org/10.1002/vms3.70321

[15]

Ibrahim NA, Alimon AR, Yaakub H, et al. (2021) Effects of vegetable oil supplementation on rumen fermentation and microbial population in ruminant: A review. Trop Anim Health Prod 53: 422. https://doi.org/10.1007/s11250-021-02863-4

[16]

Despal D, Sari LA, Chandra R, et al. (2020) Prediction accuracy improvement of indonesian dairy cattle fiber feed compositions using near-infrared reflectance spectroscopy local database. Trop Anim Sci J 43: 263-269. https://doi.org/10.5398/tasj.2020.43.3.263

[17]

Wardeh MF (1981) Models for estimating energy and protein utilization for feeds: All Graduate Theses and Dissertations.

[18]

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

[19]

Theodorou MK, Williams BA, Dhanoa MS, et al. (1994) A simple gas production method using a pressure transducer to determine the fermentation kinetics of ruminant feeds. Anim Feed Sci Technol 48: 185-197. https://doi.org/10.1016/0377-8401(94)90171-6

[20]

Sarwono KA, Rohmatussolihat R, Watman M, et al. (2022) Characteristics of fresh rice straw silage quality prepared with addition of lactic acid bacteria and crude cellulase. AIMS Agric Food 7: 481-499. https://doi.org/10.3934/agrfood.2022030

[21]

Ogimoto K, Imai S (1981) Atlas of rumen microbiology. Tokyo : Japan scientific societies press.

[22]

Makkar HPS, Sharma OP, Dawra RK, et al. (1982) Simple determination of microbial protein in rumen liquor. J Dairy Sci 65: 2170-2173. https://doi.org/10.1016/S0021-9258(19)52451-6

[23]

Lowry O, Rosebrough N, Farr AL, et al. (1951) Protein measurement with the folin phenol reagent. J Biol Chem 193: 265-275. https://doi.org/10.1016/S0021-9258(19)52451-6

[24]

Anzhany D, Toharmat T, Despal, et al. (2024) Fatty acid biohydrogenation, fermentation, and digestibility of ration containing Napier and King grass with different harvest ages and altitudes: In vitro study. Trop Anim Sci J 47: 68-78. https://doi.org/10.5398/tasj.2024.47.1.68

[25]

Vargas JAC, Olivera-Angel M, Ribeiro CVDM, et al. (2018) In vitro rumen biohydrogenation kinetics of mixed linoleic and alfa-linolenic acids. Rev Colomb Ciencias Pecu 31: 213-222. https://doi.org/10.17533/udea.rccp.v31n3a06

[26]

Despal, Zahera R, Farras MN, et al. (2026) Contrasting patterns in rumen fermentation, digestibility, and fatty acid biohydrogenation with increasing levels of protected coconut and palm fatty acid distillates. Trop Anim Sci J 49: 531. https://doi.org/10.5398/tasj.2026.49.6.531

[27]

Putri EM, Zain M, Warly L, et al. (2019) In vitro evaluation of ruminant feed from West Sumatera based on chemical composition and content of rumen degradable and rumen undegradable proteins. Vet World 12: 1478-1483. https://doi.org/10.14202/vetworld.2019.1478-1483

[28]

Acosta-Balcazar IC, Estrada-Drouaillet B, Bautista-Martínez Y, et al. (2024) A meta-analysis to determine the optimal values of precursors in the diet of dairy cows that increase the concentration of conjugated linoleic acid (CLA) in milk. J Anim Feed Sci 33: 13-27. https://doi.org/10.22358/jafs/171458/2023

[29]

Fukumori R, Shi W, Oikawa S, et al. (2021) Evaluation of relationship between ruminal pH and the proportion of de novo fatty acids in milk. JDS Commun 2: 123-126. https://doi.org/10.3168/jdsc.2020-0042

[30]

Bauman DE, Griinari JM (2001) Regulation and nutritional manipulation of milk fat: Low-fat milk syndrome. Livest Prod Sci 70: 15-29. https://doi.org/10.1016/S0301-6226(01)00195-6

[31]

McDonald P, Edwards RA, Grennhalgh JFD, et al. (2022) Animal nutrition 8th ed. Harlow, England: Pearson Education Limited.

[32]

Zhu Z, Zhang J, Shah AM, et al. (2026) Production, transport, and metabolism of volatile fatty acids in the yak rumen: Unraveling the unique mechanisms underpinning high-altitude adaptation. Microorganisms 14: 696. https://doi.org/10.3390/microorganisms14030696

[33]

Zhang J, Zheng N, Shen W, et al. (2020) Synchrony degree of dietary energy and nitrogen release influences microbial community, fermentation, and protein synthesis in a rumen simulation system. Microorganisms 8: 231. https://doi.org/10.3390/microorganisms8020231

[34]

Piao MY, Kim HJ, Seo JK, et al. (2012) Effects of synchronization of carbohydrate and protein supply in total mixed ration with Korean rice wine residue on ruminal fermentation, nitrogen metabolism and microbial protein synthesis in Holstein steers. Asian-Australas J Anim Sci 25: 1568-1574. https://doi.org/10.5713/ajas.2012.12379

[35]

Suassuna JMA, Andrade AP d., Menezes DR, et al. (2023) Accuracy of techniques for predicting gas production by ruminants associated with diet. Fermentation 9: 39. https://doi.org/10.3390/fermentation9010039

[36]

Tanuwiria UH, Zain M, Syamsu JA, et al. (2025) The influence of different proportions of rumen degradable protein and non-fiber carbohydrate consisted in feed ration on in vitro rumen fermentation, digestibility, gas production kinetics and enteric methane emission. J Adv Vet Anim Res 12: 784-794. https://doi.org/10.5455/javar.2025.l941

[37]

Wukadinovich M, Rossow HA (2023) Production responses of Holstein dairy cows to a sodium propionate supplement fed postpartum to prevent hyperketonemia. Dairy 4: 527-540. https://doi.org/10.3390/dairy4040036

[38]

Bauman DE, Griinari JM (2003) Nutritional regulation of milk fat synthesis. Annu Rev Nutr 23: 203-227. https://doi.org/10.1146/annurev.nutr.23.011702.073408

[39]

Van Soest PJ (1994) Nutritional ecology of the ruminant. 2nd ed. Nutr Ecol Rumin: 476 pages. https://doi.org/10.7591/9781501732355

[40]

Despal, Sari LA, Permana IG, et al. (2021) Fibre feeds impact on milk fatty acids profiles produced by smallholder dairy farmers. Int J Dairy Sci 16: 98-107. https://doi.org/10.3923/ijds.2021.98.107

[41]

Beauchemin KA, Ungerfeld EM, Eckard RJ, et al. (2020) Review: Fifty years of research on rumen methanogenesis: Lessons learned and future challenges for mitigation. Animal 14: S2-S16. https://doi.org/10.1017/S1751731119003100

[42]

Wang M, Sun XZ, Janssen PH, et al. (2014) Responses of methane production and fermentation pathways to the increased dissolved hydrogen concentration generated by eight substrates in in vitro ruminal cultures. Anim Feed Sci Technol 194: 1-11. https://doi.org/10.1016/j.anifeedsci.2014.04.012

[43]

Mota LG, Smithyman MMM, Smithyman CL, et al. (2025) Effects of branched-chain volatile fatty acids and protein-energy supplementation on rumen fermentation and digestive kinetics in dairy × beef steers grazing native or cultivated pasture. J Anim Sci 103: 618-619. https://doi.org/10.1093/jas/skaf300.700

[44]

Ahooei GR, Foroughi AR, Tahmasbi AM, et al. (2011) Effects of different levels of dried citrus pulp and urea on performance of fattening male calves. J Anim Vet Adv 10: 1811-1816. https://doi.org/10.3923/javaa.2011.1811.1816

[45]

Jenkins TC (1993) Lipid metabolism in the rumen. J Dairy Sci 76: 3851-3863. https://doi.org/10.3168/jds.S0022-0302(93)77727-9

[46]

Souza JM, Ribeiro PHC, Millen DD (2026) Review: Shifts of rumen microbiota by feeding non-fibrous carbohydrates to improve cattle performance. Front Microbiol 17: 1735296. https://doi.org/10.3389/fmicb.2026.1735296

[47]

Vasta V, Daghio M, Cappucci A, et al. (2019) Invited review: Plant polyphenols and rumen microbiota responsible for fatty acid biohydrogenation, fiber digestion, and methane emission: Experimental evidence and methodological approaches. J Dairy Sci 102: 3781-3804. https://doi.org/10.3168/jds.2018-14985

[48]

Boeckaert C, Mestdagh J, Vlaeminck B, et al. (2006) Micro-algae as potent rumen methane inhibitors and modifiers of rumen lipolysis and biohydrogenation of linoleic and linolenic acid. Int Congr Ser 1293: 184-188. https://doi.org/10.1016/j.ics.2006.01.016

[49]

Duckett SK, Andrae JG, Owens FN (2002) Effect of high-oil corn or added corn oil on ruminal biohydrogenation of fatty acids and conjugated linoleic acid formation in beef steers fed finishing diets. J Anim Sci 80: 3353-3360. https://doi.org/10.2527/2002.80123353x

[50]

Chilliard Y, Ferlay A, Doreau M (2001) Effect of different types of forages, animal fat or marine oils in cow’s diet on milk fat secretion and composition, especially conjugated linoleic acid (CLA) and polyunsaturated fatty acids. Livest Prod Sci 70: 31-48. https://doi.org/10.1016/S0301-6226(01)00196-8

[51]

Potts SB, Boerman JP, Lock AL, et al. (2017) Relationship between residual feed intake and digestibility for lactating Holstein cows fed high and low starch diets. J Dairy Sci 100: 265-278. https://doi.org/10.3168/jds.2016-11079

[52]

Maia MRG, Chaudhary LC, Figueres L, et al. (2007) Metabolism of polyunsaturated fatty acids and their toxicity to the microflora of the rumen. Antonie van Leeuwenhoek 91: 303-314. https://doi.org/10.1007/s10482-006-9118-2

[53]

Achenef MB, Arifah AK, Goh YM, et al. (2009) Conjugated linoleic acid in rumen liquor: Their relation with other carbon 18 fatty acids and rumen pH. J Biol Sci 6: 567-572. https://doi.org/10.3923/jbs.2009.567.572

[54]

Li MM, Hanigan MD (2020) A revised representation of ruminal pH and digestive reparameterization of the Molly cow model. J Dairy Sci 103: 11285-11299. https://doi.org/10.3168/jds.2020-18372

[55]

Detman A, Bucha M, Treu L, et al. (2021) Evaluation of acidogenesis products’ effect on biogas production performed with metagenomics and isotopic approaches. Biotechnol Biofuels 14: 125. https://doi.org/10.1186/s13068-021-01968-0

[56]

Wang M, Wang R, Zhang X, et al. (2017) Molecular hydrogen generated by elemental magnesium supplementation alters rumen fermentation and microbiota in goats. Br J Nutr 118: 401-410. https://doi.org/10.1017/S0007114517002161

[57]

Rodrigues AA, Ferreira IM, Umana FV, et al. (2026) Rumen methanogenic archaea and their correlation with enteric methane emission in ruminant animals: A systematic review and meta-analysis. JSFA Reports 6: 265-279. https://doi.org/10.1002/jsf2.70051

[58]

Acosta Balcazar IC, Granados Rivera LD, Salinas Chavira J, et al. (2022) Relationship between the composition of lipids in forages and the concentration of conjugated linoleic acid in cow’s milk: A review. Animals 12: 1621. https://doi.org/10.3390/ani12131621

[59]

Djordjevic J, Ledina T, Baltic MZ, et al. (2019) Fatty acid profile of milk, IOP Conference Series: Earth and Environmental Science, Institute of Physics Publishing. https://doi.org/10.1088/1755-1315/333/1/012057

[60]

Wang E, Cha M, Wang S, et al. (2023) Feeding corn silage or grass hay as sole dietary forage sources: Overall mechanism of forages regulating health-promoting fatty acid status in milk of dairy cows. Foods 12: 303. https://doi.org/10.3390/foods12020303

[61]

Chen G, Dai Z, Chen C, et al. (2024) Development of volatile fatty acid and methane production prediction model using ruminant nutrition comparison of algorithms.

[62]

Li J, Guan F, Liu P, et al. (2025) Effects of dietary NDF/NFC ratios on in vitro rumen fermentation, methane emission, and microbial community composition. Front Vet Sci 12: 1588357. https://doi.org/10.3389/fvets.2025.1588357

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