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Sustainable impact of pulp and leaves of Glycyrrhiza glabra to enhance ruminal biofermentability, protozoa population, and biogas production in sheep

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Abstract

The aim of this study was to evaluate the effect of pulp and leaves of Glycyrrhiza glabra to reduce the ruminal biogas production in sheep. Five experimental diets of two levels of Glycyrrhiza glabra pulp (GGP) and Glycyrrhiza glabra leaves (GGL) at 150 and 300 g/kg dry matter (DM) were assessed for biogas production and fermentation parameters. Diets were control (diet without GGP or GGL), GGP15 (diet contains GGP at 150 g/kg DM), GGP30 (diet contains GGP at 300 g/kg DM), GGL15 (diet contains GGL at 150 g/kg DM), and GGL30 (diet contains GGL at 300 g/kg DM). Inclusion of 150 and 300 g/kg GGP and 300 g/kg GGL decreased (P < 0.0001) asymptotic biogas production (A), fermentation rate (μ), biogas production at 24 h of incubation (GP24), apparent degraded substrate (ADS), in vitro organic matter disappearance (OMD), and metabolizable energy (ME). Microbial protein biomass (MP) was improved (P = 0.003) by GGP15, GGL15, and GGL30 versus control. Total VFAs (P = 0.003), acetate (P = 0.009), and butyrate (P = 0.002), CH4 (mmol and mL/g OMD), CO2 (mmol and mL/g OMD) (P = 0.0003 and P = 0.0002, respectively), were decreased in GGP15, GGP30, and GGL30 diets versus control. Acetate to propionate ratio (Ac/Pr) was decreased (P = 0.038) in GGL30 diet compared to other diets. Replacing GGP and GGL with alfalfa reduced NH3-N concentration (P = 0.022), total protozoa (P < 0.0001), Isotricha spp. (P = 0.047), Dasytricha spp. (P = 0.067), subfamilies of Entodiniinae (P < 0.0001), and Diplodiniinae (P = 0.06). Results suggested that inclusion of dietary GGL at 150 g/kg dry matter positively modified some rumen parameters such as microbial protein production, protozoa population, and NH3-N concentration, which may be useful economically in ruminant animals and decreasing of environmental pollution.

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References

  • Abarghuei MJ, Rouzbehan Y, Salem AZM (2014) The influence of pomegranate-peel extracts on in vitro gas production kinetics of rumen inoculum of sheep. Turk Vet Anim Sci 38:212–219

    CAS  Google Scholar 

  • Abarghuei MJ Rouzbehan Y, Salem AZM, Zamiri MJ (2013) Nutrient digestion, ruminal fermentation and performance of dairy cows fed pomegranate peel extract. Livest Sci 157:452–461 

  • Abarghuei MJ, Rouzbehan Y, Salem AZM, Zamiri MJ (2020) Effects of pomegranate-peel extract on in vitro ruminal and postruminal degradation of dairy cow diet. Anim Biotech:1–9. https://doi.org/10.1080/10495398.2020.1727492

  • Abdulrazak A, Fujihara T, Ondiek JK, Ørskov ER (2000) Value evaluation of nutritive evaluation of some acacia tree leaves from Kenya. Anim Feed Sci Technol 85:89–98

    CAS  Google Scholar 

  • Adegbeye MJ, Ravi Kanth Reddy P, Obaisi AI, Elghandour MMM, Oyebamiji KJ, Salem AZM, Morakinyo-Fasipe OT, Cipriano-Salazar M, Camacho-Díaz LM (2020a) Sustainable agriculture options for production, greenhouse gasses and pollution alleviation, and nutrient recycling in emerging and transitional nations - An overview. J Clean Prod 242:118319

    CAS  Google Scholar 

  • Adegbeye MJ, Salem AZM, Ravi Kanth Reddy P, Elghandour MMM, Oyebamiji KJ (2020b) Waste recycling for the eco-friendly input use efficiency in agriculture and livestock feeding. In: Resources Use Efficiency in Agriculture, edited by Sandeep Kumar, Ram Swaroop Meena and Manoj Kumar Jhariya. Book ISBN (Print): 978-981-15-6952-4, ISBN (online): 978-981-15-6953-1. Springer Nature, chapter 01:1–45

    Google Scholar 

  • Adegbeye MJ, Elghandour MMMY, Monroy JC, Abegunde TO, Salem AZM, Barbabosa-Pliego A, Faniyi TO (2019) Potential influence of Yucca extract as feed additive on greenhouse gases emission for a cleaner livestock and aquaculture farming – a review. J Clean Prod 239:118074

    Google Scholar 

  • Aharoni Y, Gilboa N, Silanikove N (1998) Models of suppressive effect of tannins. Analysis of the suppressive effect of tannins on ruminal degradation by compartmental models. Anim Feed Sci Technol 71:251–267

  • Alexander G, Singh B, Sahoo A, Bhat TK (2008) In vitro screening of plant extracts to enhance the efficiency of utilization of energy and nitrogen in ruminant diets. Anim Feed Sci Technol 145:229–244

    CAS  Google Scholar 

  • Al-Sagheer AA, Elwakeel EA, Ahmed MG, Sallam SMA (2018) Potential of guava leaves for mitigating methane emissions and modulating ruminal fermentation characteristics and nutrient degradability. Environ Sci Pollut Res 25(31):31450–31458

    CAS  Google Scholar 

  • AOAC (1990) 15th ed. Official methods of analysis, vol. I. Association of Official Analytical Chemists, Arlington, VA, USA

  • Attri K, Dey A, Dahiya SS, Paul SS, Jerome A, Bharadwaj A, Kakker NK (2020) Abatement of enteric methane production from lactating Murrah buffaloes (Bubalus bubalis) with improving production performance and immune status through dietary supplementation of composite feed additive. Environ Sci Pollut Res doi 27:22476–22485. https://doi.org/10.1007/s11356-020-08601-x

    Article  CAS  Google Scholar 

  • Babayemi OJ, Demeyer D, Fievez V (2004) In vitro fermentation of tropical browse seeds in relation to their content of secondary metabolites. J Anim Feed Sci 13:31–34

    Google Scholar 

  • Benchaar C, McAllister TA, Chouinard PY (2008) Digestion, ruminal fermentation, ciliate protozoal populations, and milk production from dairy cows fed cinnamaldehyde, quebracho condensed tannin, or Yucca schidigerasaponin extract. J Dairy Sci 91:4765–4777

    CAS  Google Scholar 

  • Blümmel M, Steingss H, Becker K (1997) The relationship between in vitro gas production, in vitro microbial biomass yield and 15N incorporation and its implications for the prediction of voluntary feed intake of roughages. Br J Nutr 77:911–921

    Google Scholar 

  • Broderick GA, Kang JH (1980) Automated simultaneous determination of ammonia and total amino acids in ruminal fluid and in vitro media. J Dairy Sci 63:64–75

    CAS  Google Scholar 

  • Busquet M, Calsamiglia S, Ferret A, Kamel C (2006) Plant extracts affect in vitro rumen microbial fermentation. J Dairy Sci 89:761–771

    CAS  Google Scholar 

  • Canbolat O, Ozkan CO, Kamalak A (2007) Effects of NaOH treatment on condensed tannin contents and gas production kinetics of tree leaves. Anim Feed Sci Technol 138:189–194

    CAS  Google Scholar 

  • Calsamiglia S, Busquet M, Cardozo PW, Castillejos L, Ferret A (2007) Invited review: essential oils as modifiers of rumen microbial fermentation. J Dairy Sci 90:2580–2595

    CAS  Google Scholar 

  • Casulli F, Ippolito A (1995) Observations on liquorices rust (Uromyces glycyrrhizae) in southern Italy. Informatore- Fitopatologico 45:27–30

    Google Scholar 

  • Cottyn BG, Boucque CV (1968) Rapid method for the gas-chromatographic in rumen fluid. J Agric Food Chem 16:105–107

    CAS  Google Scholar 

  • Dehority BA (2003) Rumen Microbiology. Nottingham University Press, Nottingham, UK

    Google Scholar 

  • Duncan DB (1995) Multiple ranges and multiple F-test. Biometrics 11:1–42

    Google Scholar 

  • Elghandour MMMY, Rodríguez-Ocampo I, Parra-Garcia A, Salem AZM, Greiner R, Márquez-Molina O, Barros-Rodríguez M, Barbabosa-Pilego A (2018) Biogas production from prickly pear cactus containing diets supplemented with Moringa oleifera leaf extract for a cleaner environmental livestock production. J Clean Prod 185:547–553

    CAS  Google Scholar 

  • Elghandour MMMY, Vallejo LH, Salem AZM, Mellado M, Camacho LM, Cipriano M, Olafadehan OA, Olivares J, Rojas S (2017) Moringa oleifera leaf meal as an environmental friendly protein source for ruminants: biomethane and carbon dioxide production, and fermentation characteristics. J Clean Prod 165:1229–1238

    CAS  Google Scholar 

  • El-Zaiat HM, Abdalla AL (2019) Potentials of patchouli (Pogostemon cablin) essential oil on ruminal methanogenesis, feed degradability, and enzyme activities in vitro. Environ Sci Pollut Res 26(29):30220–30228

    CAS  Google Scholar 

  • Faniyi TO, Prates ER, Adegbeye MJ, Adewumi MK, Elghandour MMMY, Salem AZM, Ritt LA, Zubieta AS, Stella L, Ticiani E, Jack AA (2019) Prediction of biogas and pressure from rumen fermentation using plant extracts to enhance biodigestibility and mitigate biogases. Environ Sci Pollut Res 26:27043–27051

    CAS  Google Scholar 

  • FASS (2010) Guide for the care and use of agricultural animals in research and teaching, 3rd edn. Federation of Animal Science Societies, Champaign, IL

    Google Scholar 

  • France J, Dijkstra J, Dhanoa MS, Lopez S, Bannink A (2000) Estimating the extent of degradation of ruminant feeds from a description of their gas production profile observed in vitro: derivation of models and other mathematical considerations. Br J Nutr 83:143–150

    CAS  Google Scholar 

  • Gao CY, Lu YH, Tian CR, Xu JG, Guo XP, Zhou R, Hao G (2011) Main nutrients, phenolics, antioxidant activity, DNA damage protective effect and microstructure of Sphallerocarpus gracilis root at different harvest time. Food Chemistry 127:615–622

  • Getachew G, Pittroff W, Putnama DH, Dandekar A, Goyal S, DePeters EJ (2008) The influence of addition of gallic acid, tannic acid, or quebracho tannins to alfalfa hay on in vitro rumen fermentation and microbial protein synthesis. Anim Feed Sci Technol 140:444–461

    CAS  Google Scholar 

  • Goncalves-Alvim SJ, Collevatti RG, Fernandez GW (2004) Effects of genetic variability and habitat of Qualea parviflora (Vochysiaceae) on herbivory by free-feeding and gall-forming insects. Ann Bot 94:259–268

    CAS  Google Scholar 

  • Guyader J, Eugène M, Nozière P, Morgavi DP, Doreau M, Martin C (2014) Influence of rumen protozoa on methane emission in ruminants: a meta-analysis approach. Anim 8(11):1816–1825

    CAS  Google Scholar 

  • Hart KJ, Yanez-Ruiz DR, Duval SM, McEwan NR, Newbold CJ (2008) Plant extracts to manipulate rumen fermentation. Anim Feed Sci Technol 147:8–35

    CAS  Google Scholar 

  • Hess HD, Kreuzer M, Diaz TE, Lascano CE, Carulla JE, Soliva CR, Machmuller A (2003) Saponin rich tropical fruits affect fermentation and methanogenesis in faunated and defaunated rumen fluid. Anim Feed Sci Technol 109:79–94

    CAS  Google Scholar 

  • Holtshausen L, Chaves AV, Beauchemin KA, McGinn SM, McAllister TA, Odongo NE, Cheeke PR, Benchaar C (2009) Feeding saponin-containing Yucca schidigera and Quillaja saponaria to decrease enteric methane production in dairy cows. J Dairy Sci 92:2809–2821

    CAS  Google Scholar 

  • Horton GMJ (1980) Use of feed additives to reduce ruminal methane production and deaminase activity in steers. J Anim Sci 50:1160–1164

    CAS  Google Scholar 

  • Jalilzadeh AG, Najarnezhad V, Anassori E, Mostafavi M, Keshipour H (2015) Antiulcer properties of Glycyrrhiza glabraL. Extract on experimental models of gastric ulcer in mice. Iranian J Pharm Res14:1163–1170

  • Jiménez-Peralta FS, Salem AZM, Mejia-Hernández P, González-Ronquillo M, lbarrán-Portillo B, Rojo-Rubio R, Tinoco-Jaramillo JL (2011) Influence of individual and mixed extracts of two tree species on in vitro gas production kinetics of a high concentrate diet fed to growing lambs. Livest Sci 136:192–200

    Google Scholar 

  • Johnson KA, Johnson DE (1995) Methane emissions from cattle. J Anim Sci 73:2483–2492

    CAS  Google Scholar 

  • Kamalak A (2006) Determination of nutritive value of leaves of a native grown shrub, Glycyrrhiza glabra L. using in vitro and in situ measurements. Small Rumin Res 64:268–278

    Google Scholar 

  • Karami Z, Mirzaei H, Emam-Djomeh Z, Sadeghi Mahoonak AR, Khomeiri M (2013) Effect of harvest time on antioxidant activity of Glycyrrhiza glabra root extract and evaluation of its antibacterial activity. Inter Food Res 20(5):2951–2957

  • Karimi Z, Mirzaei H, Emam-Djomeh Z, Sadeghi Mahoonak AR, Khomeiri M (2013) Effect of harvest time on antioxidant activity of Glycyrrhiza glabra root extract and evaluation of its antibacterial activity. International Food Res J 20(5):2951–2957

    Google Scholar 

  • Karamian R, Asadbegy M (2016) Total phenolic contents and biological activity of two glycyrrhiza species (glycyrrhiza glabra l. and glycyrrhiza triphylla fisch.) from Iran. 5th National Congress on Medicinal Plants 18, 19 May 2016 Isfahan- Iran

  • Makkar HPS (2003) Effects and fate tannins in ruminant animals, adaptation to tannins, and strategies to overcome detrimental effects of feeding tannin-rich feeds. Small Rumin Res 49:241–256

    Google Scholar 

  • Makkar HPS (2010) In vitro screening of feed resources for efficiency of microbial protein synthesis. In: Verco, PE, Makkar HPS, Schlink AC. (Eds.), in vitro Screening of Plant Resources for Extra-nutritional Attributes in Ruminants: Nuclear and Related Methodologies. IAEA, Dordrecht, the Netherlands; pp. 107–144

  • Makkar HPS (2000) Quantification of Tannins in Tree Foliage. A laboratory manual for the FAO/IAEA co-ordinated research project on use of nuclear and related techniques to develop simple tannin assays for predicting and improving the safety and efficiency of feeding ruminants on tanniniferous tree foliage. Joint FAO/IAEA of Nuclear Techniques in Food and Agriculture.Animal Production and Health Sub-Programme, FAO/IAEA Working Document.IAEA, Vienna, Austria

  • Makkar HPS, Singh B (1991a) Effect of drying conditions on tannin, fibre and lignin levels in mature oak (Quercus incana) leaves. J Sci Food Agric 54:323–328

    CAS  Google Scholar 

  • Makkar HPS, Singh B (1991b) Distribution of condensed tannins (proanthocyanidins) in various fractions of young and mature leaves of some oak species. Anim Feed Sci Technol 32:253–260

    CAS  Google Scholar 

  • Makkar HPS, Singh B (1993) Effect of storage and urea addition on detannification and in sacco dry matter digestibility of mature oak (Quercus incana) leaves. Anim Feed Sci Technol 41:247–259

    CAS  Google Scholar 

  • McAllister TA, Bae HD, Jones GA, Cheng KJ (1994) Microbial attachment and feed digestion in the rumen. J Anim Sci 72:3004–3018

    CAS  Google Scholar 

  • McIntosh FM, Williams P, Losa R, Wallace RJ, Beever DA, Newbold CJ (2003) Effects of essential oils on ruminal microorganisms and their protein metabolism. App Environ Microbiol 69(7):5011–5014

    CAS  Google Scholar 

  • McSweeney CS, Palmer B, McNeill DM, Krause DO (2001) Microbial interactions with tannins: nutritional consequences for ruminants. Anim Feed Sci Technol 91:83–93

    CAS  Google Scholar 

  • Menke KH, Raab L, Salewski A, Steingass H, Fritz D, Schneider W (1979) The estimation of the digestibility and metabolizable energy content of ruminant feedstuffs from the gas production when they are incubated with rumen liquor in vitro. J Dairy Sci 92:217–222

    Google Scholar 

  • Menke KH, Steingass H (1988) Estimation of the energetic feed value obtained from chemical analysis and in vitro gas production using rumen fluid. Anim Res Dev 28:7–55

    Google Scholar 

  • Nooriyan soroor ME, Kezrian A, Moeini MM (2016) The effect of ethanolic and acetic acid extract of licorice root on fermentation parameters, methane and goat ruminal protozoan population. Anim product 18(4):729–740

  • NRC (2007) Nutrient Requirements of Dairy Cattle. 7th rev. ed. Natl. Acad. Sci., Washington, DC

  • Ozhan M, Gol K (1975) Meyan otunun (Glycyrrhiza sp.) kabayem olarak kullanılma olanakları. Ataturk Universitesi, Ziraat Fakultesi. Ziraat Dergisi 1:1–12

    Google Scholar 

  • Parra-Garcia A, Elghandour MMMY, Greiner R, Barbabosa-Pliego A, Camacho-Diaz LM, Salem AZM (2019) Effects of Moringa oleifera leaf extract on ruminal methane and carbon dioxide production and fermentation kinetics in a steer model. Environ Sci Pollut Res 26:15333–15344

    CAS  Google Scholar 

  • Patra AK, Saxena J (2011) Exploitation of dietary tannins to improve rumen metabolism and ruminant nutrition. J Sci Food Agric 91:24–37

    CAS  Google Scholar 

  • Patra AK, Kamra DN, Neeta A (2006) Effect of plant extracts on in vitro methanogenesis, enzyme activities and fermentation of feed in rumen liquor of buffalo. Anim Feed Sci Technol 128:276–291

    CAS  Google Scholar 

  • Raghuvansi SKS, Tripathi MK, Mishr AS, Chaturvedi OH, Prasad R, Saraswat BL, Jakhmola RC (2007) Feed digestion, rumen fermentation and blood biochemical constituents in Malpura rams fed a complete feed-block diet with the inclusion of tree leaves. Anim. Feed Sci Technol 71:21–30

  • Rajabi M, Rouzbehan Y, Rezaei J (2017) A strategy to improve nitrogen utilization, reduce environmental impact, and increase performance and antioxidant capacity of fattening lambs using pomegranate peel extract. J Anim Sci 95(1):499–510

  • Ramos-Morales E, Rossi G, Cattin M, Jones E, Braganca R, Newbold CJ (2018) The effect of an isoflavonid-rich liquorice extract on fermentation, methanogenesis and the microbiome in the rumen simulation technique. FEMS Microb Eco 94:1–11

    Google Scholar 

  • Robertson JB, Van Soest PJ (1981) The detergent system of analysis. In: James WPT, Theander O (eds) The Analysis of Dietary Fiber in Food, vol 158. Marcel Dekker, New York, NY, USA, Basel, Switzerland, p 123 (Chapter 9)

    Google Scholar 

  • SAS (2002) SAS User's Guide: Statistics. Ver 9.0.SAS Institute, Cary, N.C. USA.956 pp

  • Sliwiniski BJ, Soliva CR, Machmuller A, Kreuzer M (2002) Efficacy of plant rich in secondary constituents modify rumen fermentation. Anim Feed Sci Technol 101:101–114

    Google Scholar 

  • Taheri M, Tahmasbi R, Sharifi Hosseini MM, Dayani O (2018) Effects of feeding ensiled Licorice pulp with waste date on digestibility, blood parameters and microbial protein production in Raeini goats. Anim product 20(1):15–27

  • Talebzadeh R, Alipour D, Saharkhiz MJ, Azarfar A, Malecky M (2012) Effect of essential oils of Zataria multiflora on in vitro rumen fermentation, protozoal population, growth and enzyme activity of anaerobic fungus isolated from Mehraban sheep. Anim Feed Sci Technol 172:115–124

    CAS  Google Scholar 

  • Tirado-Estrada G, Ramos-Mijangos LM, Miranda-Romero LA, Tirado-González DN, Salem AZM, Mlambo V, Medina-Cuéllar SE, González-Reyes M, Pliego AB (2018) Potential impacts of dietary supplements in a simulated ruminal Lemna gibba fermentation system and environmental biogas production. J Clean Prod 181:555–561

    Google Scholar 

  • Ugbogu EA, Elghandour MMMY, Ikpeazu VO, Buendía GR, Molina OM, Arunsi UO, Emmanuel O, Salem AZM (2019) The potential impacts of dietary plant natural products on the sustainable mitigation of methane emission from livestock farming. J Clean Prod 213:915–925

    CAS  Google Scholar 

  • Vallejo-Hernández LH, Elghandour MMMY, Greiner R, Anele UA, Rivas-Cáceres RR, Barros-Rodríguez M, Salem AZM (2018) Environmental impact of yeast and exogenous xylanase on mitigating carbon dioxide and enteric methane production in ruminants. J Clean Prod 189:40–46

    Google Scholar 

  • Van Soest PJ (1994) Nutritional Ecology of the Ruminant. Cornell University Press, Ithaca, NY, USA

    Google Scholar 

  • Van Soest PJ (1982) Nutritional ecology of the ruminant. Cornell University Press, O & Books, Corvallis, OR, USA, pp. 253–280

  • Van Soest PJ, Robertson JB, Lewis BA (1991) Methods for dietary fiber, neutral detergent fiber, and nonstarch poly-saccharides in relation to animal nutrition. J Dairy Sci 74:3583–3597

    Google Scholar 

  • Vlaisavljević S, Šibul F, Sinka I, Zupko I, Ocsovszki I, Jovanović-Šanta S (2018) Chemical composition, antioxidant and anticancer activity of licorice from Fruska Gora locality. Indust Crops Pro 112:217–224

    Google Scholar 

  • Williams AG, Coleman GS (1991) The Rumen Protozoa. Springer-Verlag New York Inc., New York

  • Wina E, Muetzel S, Becker K (2005) The impact of saponins or saponin-containing plants materials on ruminant production – a review. J Agric Food Chem 53:8093–8105

    CAS  Google Scholar 

  • Yanez Ruiz DR, Moumen A, Martin Garcia AI, Molina Alcaide E (2004) Ruminal fermentation and degradation patterns, protozoa population and urinary purine derivatives excretion in goats and wethers fed diets based on two-stage olive cake: effect of PEG supply. J Anim Sci 85:2023–2032

    Google Scholar 

  • Zamiri MJ, Rajaei Sharifabadi H, Bagheri AS, Solhjoo A (2015) Effects of inclusion of licorice (Glycyrrhiza glabra L.) leaves, a tannin-containing plant, in a low-protein diet on feedlot performance and carcass characteristics of fat-tailed lambs. Trop Anim Health Prod 47:597–602

    Google Scholar 

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MJA conceptualization, methodology, investigation, detection, and analysis. AZMS validation, participating writing, revision and editing the original draft, and supervision.

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Abarghuei, M.J., Salem, A.Z.M. Sustainable impact of pulp and leaves of Glycyrrhiza glabra to enhance ruminal biofermentability, protozoa population, and biogas production in sheep. Environ Sci Pollut Res 28, 33371–33381 (2021). https://doi.org/10.1007/s11356-021-12968-w

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