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Kennedy KM, Pintens DA, Kalscheur KF, Shinners KJ, Friede JC, Digman MF. Effect of feeding mechanically processed alfalfa silage on production performance of mid-lactation dairy cows. J Dairy Sci 2025; 108:485-498. [PMID: 39414006 DOI: 10.3168/jds.2024-25288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Accepted: 09/18/2024] [Indexed: 10/18/2024]
Abstract
Improving the digestibility and utilization of feedstuffs through processing methods may result in improved production and efficiency of dairy cattle. Our objective was to determine the effect of an intensive mechanical processing technique applied to wilted alfalfa before ensiling on dairy cow performance when fed as part of a TMR. Thirty-six mid-lactation Holstein dairy cows (primiparous and multiparous) were fed diets of similar composition (28.5% alfalfa haylage, 31.2% corn silage and 40.3% concentrates) that differed by pre-ensiling processing technique of alfalfa silage over a 6-wk experimental period in a randomized complete block design. Treatments were alfalfa either conventionally chopped (CON) or mechanically processed (MPR). Neither BW, change in BW, BCS, nor change in BCS differed between diets. Apparent DM, NDF, ADF, and CP digestibility were greater in MPR compared with CON. The DMI was lesser in MPR compared with CON during wk 5. Furthermore, forage NDF intake was lesser in MPR compared with CON during wk 5. Milk yield did not differ between MPR and CON, but milk fat yield and content were higher in MPR compared with CON. Consequently, 4% FCM and ECM were 1.5 kg/d greater in MPR compared with CON. Gross feed efficiency (ECM/DMI) was greater in MPR compared with CON during wk 5 and 6. Our results suggest that feeding a mechanically processed alfalfa silage enhanced fiber digestibility and subsequently improved dairy cattle gross feed efficiency in mid-lactation dairy cattle by the end of the experimental period. Further research is needed to elucidate physiological responses and practicality of implementing this processing method in a typical production setting.
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Affiliation(s)
- K M Kennedy
- US Dairy Forage Research Center, USDA-ARS, Madison, WI 53706
| | - D A Pintens
- Department of Biological Systems Engineering, University of Wisconsin-Madison, Madison, WI 53706
| | - K F Kalscheur
- US Dairy Forage Research Center, USDA-ARS, Madison, WI 53706.
| | - K J Shinners
- Department of Biological Systems Engineering, University of Wisconsin-Madison, Madison, WI 53706
| | - J C Friede
- Department of Biological Systems Engineering, University of Wisconsin-Madison, Madison, WI 53706
| | - M F Digman
- Department of Biological Systems Engineering, University of Wisconsin-Madison, Madison, WI 53706
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Zhang J, Mao Y, Wang G, Luo D, Cao Q, Siddique KHM, Mirzaei M, Saunders M, Aghamir F, Radicetti E, Xiang Y, Zhang Q, Li Y, Shen Y. Enhancing lucerne ( Medicago sativa) yield and nutritional quality: a meta-analysis of fertilization types and environmental factors in China. FRONTIERS IN PLANT SCIENCE 2024; 15:1405180. [PMID: 39045596 PMCID: PMC11263078 DOI: 10.3389/fpls.2024.1405180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 06/10/2024] [Indexed: 07/25/2024]
Abstract
Introduction Lucerne (Medicago sativa), is a cornerstone of China's livestock industry, however, due to the backward agronomic strategies and technology, lucerne in China faces cultivation challenges that result in lower productivity and quality than global standards. Therefore, we undertook a meta-analysis to evaluate the impact of five distinct fertilization types on lucerne yield and nutritional quality in various locations in China. The fertilizer practices included manure application, combined mineral fertilizer and manure application (FM), biological fertilizer application, unbalanced application of two or more mineral fertilizer types, and balanced mineral fertilizer application. Furthermore, we investigate influential factors of yield and quality of lucerne under fertilization, including climatic variables (mean annual precipitation, mean annual temperature), initial soil properties (soil organic carbon; total nitrogen, pH), and agronomic factors (seeding rate, harvest frequency, and lucerne stand age). Methods Our study analyzed 53 published papers to discern the most beneficial fertilizer for enhancing lucerne yield and nutritional quality. Results and discussion The results showed that the fertilizer practices, on average, significantly improved yield by 31.72% and crude protein content by 11.29%, with FM emerging as the most effective, this is because mineral fertilizers provide available nutrients for lucerne, manure provides essential organic matter for microorganisms and improve soil properties. In addition, the fertilizer practices significantly reduced neutral and acid detergent fiber contents by 6.28% and 8.50%, respectively, while increasing ash content and relative feeding value. Furthermore, climatic variables, soil properties, and planting system factors such as sowing date and harvest frequency significantly affected yield and nutritional quality. The practical implications of our results emphasize the need for balanced and strategic fertilizer application to optimize lucerne production and highlight the potential to adjust cultivation practices according to environmental conditions. Balanced and strategic fertilizer application can simultaneously improve soil properties, enhance soil carbon sequestration, and reduce the emission of greenhouse gases from the soil, which is a vital measure for realizing sustainable agricultural development.
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Affiliation(s)
- Jiachang Zhang
- The State Key Laboratory of Herbage Improvement and Grassland Agro-Ecosystems, National Field Scientific Observation and Research Station of Grassland Agro-Ecosystems in Gansu Qingyang, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou, China
| | - Yanting Mao
- Institute of Agricultural Environment and Resources, Yunnan Academy of Agricultural Sciences (YAAS), Kunming, China
| | - Gang Wang
- Agricultural Research Institute of Jiuquan, Jiuquan, Gansu, China
| | - Dong Luo
- The State Key Laboratory of Herbage Improvement and Grassland Agro-Ecosystems, National Field Scientific Observation and Research Station of Grassland Agro-Ecosystems in Gansu Qingyang, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou, China
| | - Quan Cao
- Academy of Animal and Veterinary Science, Qinghai University, Xining, China
| | | | - Morad Mirzaei
- School of Natural Sciences, Botany Discipline, Trinity College Dublin, Dublin, Ireland
| | - Matthew Saunders
- School of Natural Sciences, Botany Discipline, Trinity College Dublin, Dublin, Ireland
| | - Fateme Aghamir
- Environmental Sciences Research Institute, Shahid Beheshti University, Tehran, Iran
| | - Emanuele Radicetti
- Department of Chemical, Pharmaceutical and Agricultural Sciences (DOCPAS), University of Ferrara, Ferrara, Italy
| | - Yangzhou Xiang
- School of Geography and Resources, Guizhou Provincial Key Laboratory of Geographic State Monitoring of Watershed, Institute of Guizhou Mountain, Guizhou Education University, Guiyang, China
| | - Qingping Zhang
- College of Agriculture and Forestry Science, Linyi University, Linyi, China
| | - Yuan Li
- The State Key Laboratory of Herbage Improvement and Grassland Agro-Ecosystems, National Field Scientific Observation and Research Station of Grassland Agro-Ecosystems in Gansu Qingyang, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou, China
- Grasslands and Sustainable Farming, Production Systems Unit, Natural Resources Institute Finland, Kuopio, Finland
| | - Yuying Shen
- The State Key Laboratory of Herbage Improvement and Grassland Agro-Ecosystems, National Field Scientific Observation and Research Station of Grassland Agro-Ecosystems in Gansu Qingyang, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou, China
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3
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Dal Prà A, Bozzi R, Parrini S, Immovilli A, Davolio R, Ruozzi F, Fabbri MC. Discriminant analysis as a tool to classify farm hay in dairy farms. PLoS One 2023; 18:e0294468. [PMID: 38015887 PMCID: PMC10684012 DOI: 10.1371/journal.pone.0294468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 10/31/2023] [Indexed: 11/30/2023] Open
Abstract
Hay is one of the primary constituents of ruminant feed, and rapid classification systems of nutritional value are essential. A reliable approach to evaluating hay quality is a combination of visual combined inspection by NIRS analysis. The analysis was carried out on 1,639 samples of hay collected from 2016 to 2021 in northern Italy. Discriminant analysis (DAPC) on five hay types (FOM, forage mixtures; APG, first alfalfa cutting with prevalence of graminaceous >50%; PRA, prevailing alfalfa >50%; PUA, purity alfalfa >95%; and PEM, permanent meadows) was performed by ex-ante visual inspection categorization and NIRS analysis. This study aimed to provide a complementary method to differentiate hay types and classify unknown samples. Two scenarios were used: i) all data were used for model training, and the discriminant functions were extracted based on all samples; ii) the assignment of each group was assessed without samples belonging to the training set group. DAPC model resulted in an overall assignment success rate of 66%; precisely, the success was 84, 79, 69, 37, and 27% for PUA, FOM, PRA, APG, and PEM, respectively. In the second scenario, three groups showed percentages of posterior assignment probability higher than 70% to only one group: PUA with PRA (~ 99%), PRA with PUA (~71%), and PEM with FOM (~75%). Discriminant analysis can be successfully used to differentiate hay types and could also be used to assess factors related to hay quality in addition to NIRS analysis.
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Affiliation(s)
- Aldo Dal Prà
- Centro Ricerche Produzioni Animali—Soc. Cons. p. A., Reggio Emilia, Italy
- Institute of BioEconomy-National Research Council (IBE-CNR), Florence, Italy
| | - Riccardo Bozzi
- Department of Agriculture, Food, Environment and Forestry (DAGRI), University of Florence, Florence, Italy
| | - Silvia Parrini
- Department of Agriculture, Food, Environment and Forestry (DAGRI), University of Florence, Florence, Italy
| | | | | | | | - Maria Chiara Fabbri
- Department of Agriculture, Food, Environment and Forestry (DAGRI), University of Florence, Florence, Italy
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Cavallini D, Raffrenato E, Mammi LME, Palmonari A, Canestrari G, Costa A, Visentin G, Formigoni A. Predicting fibre digestibility in Holstein dairy cows fed dry-hay-based rations through machine learning. Animal 2023; 17:101000. [PMID: 39492262 DOI: 10.1016/j.animal.2023.101000] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Revised: 09/17/2023] [Accepted: 09/28/2023] [Indexed: 11/05/2024] Open
Abstract
Calculating the requirements and predicting the feed digestibility are essential to building robust dairy cattle rationing programmes. In the field, a huge number of in vivo observations are needed to develop accurate equations and reliable predictions. The aim of this study was to develop an equation to estimate total-tract potentially digestible NDF digestibility (TTpdNDFD) for lactating cows fed hay-based rations. Individual data from 11 studies, 69 cows, 35 different treatments, and 1 614 observations were included in this study. To develop the prediction equation, the following traits, descriptors of the total mixed ration, were used: ash, starch, CP, NDF, acid detergent fibre, acid detergent lignin, undegradable NDF and potential degradable NDF. Before building the equation with bidirectional stepwise selection in the JMP software, outliers were removed and multicollinearity was checked for all the predictors of fibre digestibility. The model was trained with 10-folds cross-validation. Results showed an R2 of 0.91 and 0.90, and a RMSE of 2.99 and 3.26 in the model for training and validation, respectively. The promising performance of the model suggested that, the fibre digestibility in lactating dairy cows fed dry-hay-based rations can be accurately predicted in advance just by using the diet characteristics. From the obtained equation, we predicted the weight and slope of the included covariates, and outcomes confirm that in general the TTpdNDFD is reduced as dietary starch and fast-fermentable fibre increase. This study found that the equation extracted from a neural network, when combined with precision farming techniques, can improve the management of lactating cows and optimise feed planning, monitoring, and cost. It can be used in areas where silages are not used in rations. This provides evidence that accurate equations can be developed from historical data for precision feeding implementation. Further research is needed to expand the dataset and develop equations that can be applied on a large scale. Improving accuracy would involve incorporating representative data from other areas with similar diets into the training set.
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Affiliation(s)
- D Cavallini
- Department of Veterinary Medical Science, University of Bologna, Via Tolara di Sopra 50, 40064 Ozzano Emilia, BO, Italy.
| | - E Raffrenato
- Depa415rtment of Comparative Biomedicine and Food Science, University of Padova, Viale dell'Università 16, Agripolis, Legnaro, PD, Italy
| | - L M E Mammi
- Department of Veterinary Medical Science, University of Bologna, Via Tolara di Sopra 50, 40064 Ozzano Emilia, BO, Italy
| | - A Palmonari
- Department of Veterinary Medical Science, University of Bologna, Via Tolara di Sopra 50, 40064 Ozzano Emilia, BO, Italy
| | - G Canestrari
- Department of Veterinary Medical Science, University of Bologna, Via Tolara di Sopra 50, 40064 Ozzano Emilia, BO, Italy
| | - A Costa
- Department of Veterinary Medical Science, University of Bologna, Via Tolara di Sopra 50, 40064 Ozzano Emilia, BO, Italy
| | - G Visentin
- Department of Veterinary Medical Science, University of Bologna, Via Tolara di Sopra 50, 40064 Ozzano Emilia, BO, Italy
| | - A Formigoni
- Department of Veterinary Medical Science, University of Bologna, Via Tolara di Sopra 50, 40064 Ozzano Emilia, BO, Italy
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Bockisch F, Taubert J, Coenen M, Vervuert I. Protein Evaluation of Feedstuffs for Horses. Animals (Basel) 2023; 13:2624. [PMID: 37627415 PMCID: PMC10451164 DOI: 10.3390/ani13162624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 08/03/2023] [Accepted: 08/08/2023] [Indexed: 08/27/2023] Open
Abstract
The German Society of Nutrition Physiology has proposed a new protein evaluation system for horse feeds to estimate pre-cecally digestible crude protein (pcdCP) and amino acids (pcdAA) from chemical properties. A total of 71 feeds for horses were chemically tested and evaluated according to the new protein evaluation system. A feeding trial with eight horses tested whether differences in estimated pcdAA and neutral detergent soluble CP (NDSCP) in the diet were reflected by post-prandial (ppr) kinetics of plasma lysine (Lys) by feeding a complementary feed (control = CTRL) with 1.02 g Lys/100 kg body weight (BW) as well as three diets with 3.02 g Lys/100 kg BW, as follows: (i) CTRL with synthetic AA (CTRL + synAA); (ii) CTRL with soybean meal (CTRL + SBM); and (iii) lucerne pellets (LUC). In comparison to CTRL, the areas of curves (AUCs) of ppr plasma Lys differed: CTRL < CTRL + SBM (p < 0.01) < CTRL + synAA (p < 0.05). For 71 feeds, the estimated pcdCP was correlated with the CP content (p < 0.001), NDSCP (p < 0.001), and ash-free neutral detergent fiber (p < 0.001). A mean neutral detergent insoluble CP content of at least 3-5% can be assumed in horse feed. It is speculated that the predicted availability of Lys from LUC seems to be underestimated by the new protein evaluating system. The influence of chewing and microbiota in vivo needs to be considered in horses.
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Affiliation(s)
| | | | | | - Ingrid Vervuert
- Institute of Animal Nutrition, Nutrition Diseases and Dietetics, Faculty of Veterinary Medicine, University of Leipzig, An den Tierkliniken 9, 04103 Leipzig, Germany; (F.B.); (J.T.); (M.C.)
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6
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Nutritional Characterization of Hay Produced in Campania Region: Analysis by the near Infrared Spectroscopy (NIRS) Technology. Animals (Basel) 2022; 12:ani12213035. [PMID: 36359159 PMCID: PMC9657992 DOI: 10.3390/ani12213035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 10/27/2022] [Accepted: 11/01/2022] [Indexed: 11/09/2022] Open
Abstract
Since the dietary characteristics of hays can be very variable, it is of great importance for nutritionists to know their chemical composition in order to formulate adequate rations for the animals. Laboratory analyses are time-consuming and expensive while the Near Infrared Spectroscopy offers several advantages, including obtaining information on feeds nutritional characteristics very quickly and in situ at the farm, thanks to portable NIRS. In this trial, over 400 hay samples collected in the Campania region (Italy) were analyzed with portable NIRS device. The final aim was to analyze the differences in hay quality in different production areas, highlighting the possible factors involved and suggesting possible corrective measures. All the analyzed hays (polyphite, Gramineae and alfalfa) were significantly (p < 0.05) influenced by the area of cultivation/preservation. In particular, the polyphite and Gramineae hays produced in most of the areas of Campania region showed poor nutritional value due to the low protein content and high structural carbohydrate that significantly reduced its digestibility. The use of high-quality forages in the ration represents a pivotal factor to allow the production of high-quality products of animal origin. The use of NIRS seems to be a valuable strategy to select potential treatments that can increase feed digestibility and to avoid long chemical analysis.
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7
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Investigation of Content Parameters in Wet-Fractionated Fibre from Various Plants for Potential Use in Human Nutrition. Foods 2022; 11:foods11193038. [PMID: 36230113 PMCID: PMC9562628 DOI: 10.3390/foods11193038] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 09/16/2022] [Accepted: 09/22/2022] [Indexed: 11/16/2022] Open
Abstract
Green biorefining uses fresh lignocellulosic biomass to produce green juice and pressed fibre fractions by wet fractionation. The latter is a byproduct, accounting for 25-32% of the starting material. In this study, the composition (glucan, xylan, arabinan, lignin, total phenol, flavonoid and protein) of pressed fibres obtained from four alfalfa, four soy and one broccoli varieties were determined at different harvest times. Statistical analyses were performed to determine the effects of harvest time and variety on the measured parameters. In most of the cases, there were interactions between the effects of harvest time and variety. Among alfalfa varieties, OLI1 had the highest carbohydrate (52.09 w/w%) and DIM3 had the lowest lignin (13.02 w/w%) content. In the case of soy, the ADV2 variety had the highest carbohydrate (53.47 w/w%) and PK1 had the lowest lignin (11.14 w/w%) content. Broccoli contained low amounts of carbohydrates (44.94 w/w%) and lignin (10.16 w/w%). The phenolic and flavonoid contents were similar for each species, but the protein content was the highest in alfalfa fibre. Based on these data, the most promising species, varieties and harvesting time can be selected in terms of a certain component that could be essential to produce functional foods with enhanced nutritional value.
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8
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Buonaiuto G, Cavallini D, Mammi LME, Ghiaccio F, Palmonari A, Formigoni A, Visentin G. The accuracy of NIRS in predicting chemical composition and fibre digestibility of hay-based total mixed rations. ITALIAN JOURNAL OF ANIMAL SCIENCE 2021. [DOI: 10.1080/1828051x.2021.1990804] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Giovanni Buonaiuto
- Dipartimento di Scienze Mediche Veterinarie, Alma Mater Studiorum - University of Bologna, Ozzano dell'Emilia (BO), Italy
| | - Damiano Cavallini
- Dipartimento di Scienze Mediche Veterinarie, Alma Mater Studiorum - University of Bologna, Ozzano dell'Emilia (BO), Italy
| | - Ludovica Maria Eugenia Mammi
- Dipartimento di Scienze Mediche Veterinarie, Alma Mater Studiorum - University of Bologna, Ozzano dell'Emilia (BO), Italy
| | - Francesca Ghiaccio
- Dipartimento di Scienze Mediche Veterinarie, Alma Mater Studiorum - University of Bologna, Ozzano dell'Emilia (BO), Italy
| | - Alberto Palmonari
- Dipartimento di Scienze Mediche Veterinarie, Alma Mater Studiorum - University of Bologna, Ozzano dell'Emilia (BO), Italy
| | - Andrea Formigoni
- Dipartimento di Scienze Mediche Veterinarie, Alma Mater Studiorum - University of Bologna, Ozzano dell'Emilia (BO), Italy
| | - Giulio Visentin
- Dipartimento di Scienze Mediche Veterinarie, Alma Mater Studiorum - University of Bologna, Ozzano dell'Emilia (BO), Italy
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9
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McDonald I, Min D, Baral R. Effect of a fall cut on dry matter yield, nutritive value, and stand persistence of alfalfa. JOURNAL OF ANIMAL SCIENCE AND TECHNOLOGY 2021; 63:799-814. [PMID: 34447957 PMCID: PMC8367415 DOI: 10.5187/jast.2021.e65] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 03/22/2021] [Accepted: 04/14/2021] [Indexed: 11/20/2022]
Abstract
Information is lacking about the effect of date of a fall cut of alfalfa
(Medicago sativa L.) on dry matter yield (DMY), forage
nutritive value, and stands persistence. The objective of this study was to
determine the effect of timing of a fall cut on DMY, forage nutritive value and
stand persistence of three alfalfa varieties: low-lignin Hi–Gest 360,
Roundup Ready Tonica, and conventional Gunner in Northeastern Kansas in the
United States. The field study was carried out by splitting plot in randomized
complete block design with four replications. The harvesting data of different
maturity stages were collected in each year from 2015 to 2018. Three cuts were
harvested based on the stage of maturity, and the last (fourth) cut was done on
September 15, September 30, October 15, and October 30 of each year. The
persistence of the alfalfa stands was determined each fall after the last cut,
and each spring after the first cut, by counting the number of live plants in a
randomly placed quadrat in each plot. Alfalfa cut on September 15 and September
30 had a higher stand persistence compared to alfalfa cut on October 15 and
October 30. The DMY of the first cut in 2016 was significantly higher in roundup
ready than the low-lignin alfalfa variety. In the second cut, DMY was
significantly higher in conventional alfalfa than the roundup ready. There were
no significant differences in DMY between alfalfa varieties in the rest of
seasonal cuttings in 2016 and 2017 and annual total yield in both years. In
general, low lignin alfalfa variety had higher crude protein and relative feed
value and lower acid detergent fiber and neutral detergent fiber contents than
those in roundup ready and conventional alfalfa varieties. On average, nutritive
value of alfalfa was generally affected by last cutting dates in 2017. Based on
3-year data the last cutting of alfalfa in the fall could be done by September
30–October 15 without harmful effect on DMY.
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Affiliation(s)
- Iryna McDonald
- Department of Agronomy, Kansa State University, Manhattan, KS 66506, USA
| | - Doohong Min
- Department of Agronomy, Kansa State University, Manhattan, KS 66506, USA
| | - Rudra Baral
- Department of Agronomy, Kansa State University, Manhattan, KS 66506, USA
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Comparison of two in situ reference methods to estimate indigestible NDF by near infrared reflectance spectroscopy in alfalfa. Heliyon 2021; 7:e07313. [PMID: 34189328 PMCID: PMC8220244 DOI: 10.1016/j.heliyon.2021.e07313] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 12/06/2020] [Accepted: 06/10/2021] [Indexed: 11/23/2022] Open
Abstract
Undigested forage neutral detergent fiber (uNDF) from long-term ruminal in situ incubations are used to estimate indigestible neutral detergent fiber (iNDF). Measurement of iNDF is important in forage evaluation because it defines the potentially digestible pool of neutral detergent fiber (NDF). Near-infrared reflectance spectroscopy (NIRS) can be calibrated to in situ reference sets to rapidly predict uNDF. Our objective was to compare uNDF estimates after 240 h of incubation when two types of bags were used in the in situ reference method. The bags compared were 4 cm × 5 cm Ankom F57 bags (25 micron pore size), and 5 cm × 10 cm Ankom in situ bags (50 micron pore size). Alfalfa samples from Pennsylvania and Wisconsin (n = 144) of different varieties and harvest intervals were used. One-half or two gram samples, respectively, were weighed into the small and large bags in triplicate. Mass to surface area was 0.05 and 0.02 g/cm2 for the small and large bags, respectively. The iNDF content after 240 h incubation was evaluated by two types bags in three rumen-cannulated Holstein cows. Each dried and ground forage was also scanned to determine the visible-near-infrared-reflectance spectra with a FOSS 6500 spectrophotometer. Prediction equations were developed for each bag type using modified partial least square regressions. The estimated iNDF fraction from small and large bags were 13.75% and 9.97%, respectively (SED = 0.39, P < 0.001). The coefficient of determination for calibration (R2), cross-validation (1 - VR), calibration standard deviation (SEC), and interactive authentication standard deviation (SECV) was 0.94, 0.92, 0.85 and 0.98 for values determined with the small bag and 0.88, 0.85, 1.12 and 1.27 for iNDF for values determined with the large bag, respectively. Results indicate that iNDF varies among alfalfa cultivars and NIRS can be used to quickly and quantitatively estimate iNDF content in alfalfa. Bag type influences 240h NDF residues. NIRS predictions of iNDF from the small bag calibration set had higher R2 and lower SEC and SECV than the large bag calibrations.
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11
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Motsinger LA, Young AY, Feuz R, Larsen R, Brady TJ, Briggs RK, Bowman B, Pratt C, Thornton KJ. Effects of feeding a novel alfalfa leaf pellet product (ProLEAF MAX) and alfalfa stems (ProFiber Plus) on performance in the feedlot and carcass quality of beef steers. Transl Anim Sci 2021; 5:txab098. [PMID: 34222826 PMCID: PMC8247745 DOI: 10.1093/tas/txab098] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Accepted: 06/01/2021] [Indexed: 11/23/2022] Open
Abstract
Alfalfa is often included in the diets of beef animals; however, the nutrient content of alfalfa is variable depending on the region in which it is grown, climate, soil, and many other factors. The leaf portion of alfalfa has a less variable nutrient composition than the stem portion of the plant. The variability that is present in the alfalfa plant can make the development of total mixed rations of consistent nutrient content difficult. As such, the purpose of this study was to determine how the inclusion of fractionated alfalfa leaves and alfalfa stems impacts performance and carcass quality of finishing beef steers. Twenty-four steers were allocated to one of three treatments: a control group fed a typical finishing diet with alfalfa as the forage (CON; n = 8), a typical diet that replaced alfalfa with fractionated alfalfa leaf pellets and alfalfa stems (ProLEAF MAX™ + ProFiber Plus™; PLM+PFP; n = 8), or a typical diet that replaced alfalfa with alfalfa stems (PFP; n = 8) for 63 days. Steers were fed individually once daily, weighed every 14 days and ultrasound images were collected every 28 days. At the end of the feeding trial, steers were harvested at a commercial facility and carcass data was obtained. Analysis of dry matter intake demonstrated that steers receiving the PFP and CON diets consumed more feed (P < 0.001) than steers consuming the PLM+PFP diet. Steers receiving the PLM+PFP diet gained less (P < 0.001) weight than the steers receiving the other two dietary treatments. No differences (P > 0.10) in feed efficiency or carcass characteristics were observed. Steers receiving the PFP diet had improved (P = 0.016) cost of gain ($0.93 per kg) when compared with steers receiving PLM+PFP ($1.08 per kg) diet. Overall, our findings demonstrate that the inclusion of PFP in place of alfalfa hay in a finishing diet has the potential to improve cost of gain, without negatively affecting growth, performance, or carcass characteristics of finishing feedlot steers.
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Affiliation(s)
- Laura A Motsinger
- Department of Animal, Dairy and Veterinary Sciences, Utah State University, Logan, UT 84322, USA
| | - Allen Y Young
- Department of Animal, Dairy and Veterinary Sciences, Utah State University, Logan, UT 84322, USA
| | - Ryan Feuz
- Department of Applied Economics, Utah State University, Logan, UT 84322, USA
| | - Ryan Larsen
- Department of Applied Economics, Utah State University, Logan, UT 84322, USA
| | - Tevan J Brady
- Department of Animal, Dairy and Veterinary Sciences, Utah State University, Logan, UT 84322, USA
| | - Reganne K Briggs
- Department of Animal, Dairy and Veterinary Sciences, Utah State University, Logan, UT 84322, USA
| | - Brett Bowman
- Department of Animal, Dairy and Veterinary Sciences, Utah State University, Logan, UT 84322, USA
| | | | - Kara J Thornton
- Department of Animal, Dairy and Veterinary Sciences, Utah State University, Logan, UT 84322, USA
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12
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Yang C, Zhang F, Jiang X, Yang X, He F, Wang Z, Long R, Chen L, Yang T, Wang C, Gao T, Kang J, Yang Q. Identification of Genetic Loci Associated With Crude Protein Content and Fiber Composition in Alfalfa ( Medicago sativa L.) Using QTL Mapping. FRONTIERS IN PLANT SCIENCE 2021; 12:608940. [PMID: 33679827 PMCID: PMC7933732 DOI: 10.3389/fpls.2021.608940] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Accepted: 01/27/2021] [Indexed: 05/17/2023]
Abstract
Forage quality determined mainly by protein content and fiber composition has a crucial influence on digestibility and nutrition intake for animal feeding. To explore the genetic basis of quality traits, we conducted QTL mapping based on the phenotypic data of crude protein (CP), neutral detergent fiber (NDF), acid detergent fiber (ADF), and lignin of an F1 alfalfa population generated by crossing of two alfalfa parents with significant difference in quality. In total, 83 QTLs were identified with contribution to the phenotypic variation (PVE) ranging from 1.45 to 14.35%. Among them, 47 QTLs interacted significantly with environment and 12 QTLs were associated with more than one trait. Epistatic effect was also detected for 73 pairs of QTLs with PVE of 1.08-14.06%. The results suggested that the inheritance of quality-related traits was jointly affected by additive, epistasis and environment. In addition, 83.33% of the co-localized QTLs were shared by ADF and NDF with the same genetic direction, while the additive effect of crude protein-associated QTLs was opposite to that fiber composition on the same locus, suggesting that the loci may antagonistically contribute to protein content and fiber composition. Further analysis of a QTL related to all the three traits of fiber composition (qNDF1C, qADF1C-2, and qlignin1C-2) showed that five candidate genes were homologs of cellulose synthase-like protein A1 in Medicago truncatula, indicating the potential role in fiber synthesis. For the protein-associated loci we identified, qCP4C-1 was located in the shortest region (chr 4.3 39.3-39.4 Mb), and two of the seven corresponding genes in this region were predicted to be E3 ubiquitin-protein ligase in protein metabolism. Therefore, our results provide some reliable regions significantly associated with alfalfa quality, and identification of the key genes would facilitate marker-assisted selection for favorable alleles in breeding program of alfalfa quality improvement.
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Affiliation(s)
- Changfu Yang
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Fan Zhang
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Xueqian Jiang
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Xijiang Yang
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Fei He
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Zhen Wang
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Ruicai Long
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Lin Chen
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Tianhui Yang
- Institute of Animal Science, Ningxia Academy of Agricultural and Forestry Sciences, Yinchuan, China
| | - Chuan Wang
- Institute of Animal Science, Ningxia Academy of Agricultural and Forestry Sciences, Yinchuan, China
| | - Ting Gao
- Institute of Animal Science, Ningxia Academy of Agricultural and Forestry Sciences, Yinchuan, China
| | - Junmei Kang
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Qingchuan Yang
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
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13
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Cavallini D, Mammi LME, Biagi G, Fusaro I, Giammarco M, Formigoni A, Palmonari A. Effects of 00-rapeseed meal inclusion in Parmigiano Reggiano hay-based ration on dairy cows’ production, reticular pH and fibre digestibility. ITALIAN JOURNAL OF ANIMAL SCIENCE 2021. [DOI: 10.1080/1828051x.2021.1884005] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Affiliation(s)
- Damiano Cavallini
- Dipartimento di Scienze Mediche Veterinarie, Università di Bologna, Bologna, Italia
| | | | - Giacomo Biagi
- Dipartimento di Scienze Mediche Veterinarie, Università di Bologna, Bologna, Italia
| | - Isa Fusaro
- Facoltà di Medicina Veterinaria, Università di Teramo, Teramo, Italia
| | - Melania Giammarco
- Facoltà di Medicina Veterinaria, Università di Teramo, Teramo, Italia
| | - Andrea Formigoni
- Dipartimento di Scienze Mediche Veterinarie, Università di Bologna, Bologna, Italia
| | - Alberto Palmonari
- Dipartimento di Scienze Mediche Veterinarie, Università di Bologna, Bologna, Italia
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14
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Kazemi M, Ghasemi Bezdi K. An investigation of the nutritional value of camelthorn (Alhagi maurorum) at three growth stages and its substitution with part of the forage in Afshari ewes’ diets. Anim Feed Sci Technol 2021. [DOI: 10.1016/j.anifeedsci.2020.114762] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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15
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Pulina G, Tondo A, Danieli PP, Primi R, Matteo Crovetto G, Fantini A, Macciotta NPP, Atzori AS. How to manage cows yielding 20,000 kg of milk: technical challenges and environmental implications. ITALIAN JOURNAL OF ANIMAL SCIENCE 2020. [DOI: 10.1080/1828051x.2020.1805370] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Affiliation(s)
- Giuseppe Pulina
- Dipartimento di Agraria, University of Sassari, Sassari, Italy
| | | | - Pier Paolo Danieli
- Dipartimento di Scienze Agrarie e Forestali, University of Tuscia, Viterbo, Italy
| | - Riccardo Primi
- Dipartimento di Scienze Agrarie e Forestali, University of Tuscia, Viterbo, Italy
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16
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Gross MC, McClain SE, Lancaster JD, Jacques CN, Davis JB, Simpson JW, Yetter AP, Hagy HM. Variation in True Metabolizable Energy Among Aquatic Vegetation and Ducks. J Wildl Manage 2020. [DOI: 10.1002/jwmg.21832] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Margaret C. Gross
- Department of Biological SciencesWestern Illinois UniversityMacomb IL 61455 USA
| | - Sarah E. McClain
- Department of Biological SciencesWestern Illinois UniversityMacomb IL 61455 USA
| | - Joseph D. Lancaster
- Stephen A. Forbes Biological Station, Illinois Natural History SurveyUniversity of Illinois at Urbana‐ChampaignHavana IL 62644 USA
| | | | - J. Brian Davis
- Department of Wildlife, Fisheries, and AquacultureMississippi State UniversityMississippi State MS 39762 USA
| | - John W. Simpson
- Winous Point Marsh Conservancy 3500 S Lattimore Road Port Clinton OH 43452 USA
| | - Aaron P. Yetter
- Stephen A. Forbes Biological Station, Illinois Natural History SurveyUniversity of Illinois at Urbana‐ChampaignHavana IL 62644 USA
| | - Heath M. Hagy
- Stephen A. Forbes Biological Station, Illinois Natural History SurveyUniversity of Illinois at Urbana‐ChampaignHavana IL 62644 USA
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17
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Guo G, Shen C, Liu Q, Zhang S, Wang C, Chen L, Xu Q, Wang Y, Huo W. Fermentation quality and in vitro digestibility of first and second cut alfalfa (Medicago sativa L.) silages harvested at three stages of maturity. Anim Feed Sci Technol 2019. [DOI: 10.1016/j.anifeedsci.2019.114274] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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18
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Sarnataro C, Petri RM, Spanghero M, Zebeli Q, Klevenhusen F. A nutritional and rumen ecological evaluation of the biorefinery by-product alfalfa silage cake supplemented with Scrophularia striata extract using the rumen simulation technique. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2019; 99:4414-4422. [PMID: 30859565 DOI: 10.1002/jsfa.9676] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Revised: 03/05/2019] [Accepted: 03/06/2019] [Indexed: 06/09/2023]
Abstract
BACKGROUND By-products of the food production chain are gaining importance as feedstuffs for ruminants. Alfalfa silage cake (AC) is an unexploited biorefinery by-product rich in fiber. The aim of this study was to test AC, using an in vitro rumen simulation technique (Rusitec), for its suitability as a fiber source for cattle. Three diets with similar crude protein (CP) content were formulated; they contained the biorefinery by-product AC, the original alfalfa silage (OA), or a fiber-rich hay. As fibrous feedstuffs are known to promote ruminal methanogenesis, we additionally tested a plant extract of Scrophularia striata (60 mg g-1 dry matter) for its methane mitigation and antimicrobial properties. RESULTS Diets containing AC displayed lower nutrient degradability, with the largest difference in CP degradation (P < 0.001). Sequencing of microbial DNA revealed several effects of the diet and of the addition of S. striata extract, but no inhibitory effect on methanogens. Likewise, methane production, which, in general, is lower with AC and OA diets, was not inhibited by S. striata extract, while the short chain fatty acid (SCFA) profiles were unaffected. CONCLUSION Although CP degradation of the AC diet was lower, degradation of the fiber fractions was similar among diets. According to the present results, AC can be used as fibrous feedstuff for ruminants. Supplementation with S. striata extract did not inhibit methane formation. © 2019 Society of Chemical Industry.
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Affiliation(s)
- Chiara Sarnataro
- Department of Agricultural, Food, Environmental and Animal Sciences, University of Udine, Udine, Italy
| | - Renee M Petri
- Institute of Animal Nutrition and Functional Plant Compounds, Department for Farm Animals and Veterinary Public Health, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Mauro Spanghero
- Department of Agricultural, Food, Environmental and Animal Sciences, University of Udine, Udine, Italy
| | - Qendrim Zebeli
- Institute of Animal Nutrition and Functional Plant Compounds, Department for Farm Animals and Veterinary Public Health, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Fenja Klevenhusen
- Institute of Animal Nutrition and Functional Plant Compounds, Department for Farm Animals and Veterinary Public Health, University of Veterinary Medicine Vienna, Vienna, Austria
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19
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20
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Immunomodulant feed supplement to support dairy cows health and milk quality evaluated in Parmigiano Reggiano cheese production. Anim Feed Sci Technol 2018. [DOI: 10.1016/j.anifeedsci.2018.05.011] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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21
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Liu C, Qu YH, Guo PT, Xu CC, Ma Y, Luo HL. Effects of dietary supplementation with alfalfa ( Medicago sativa L.) saponins on lamb growth performance, nutrient digestibility, and plasma parameters. Anim Feed Sci Technol 2018. [DOI: 10.1016/j.anifeedsci.2017.12.006] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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22
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Li X, Han S, Wang G, Liu X, Amombo E, Xie Y, Fu J. The Fungus Aspergillus aculeatus Enhances Salt-Stress Tolerance, Metabolite Accumulation, and Improves Forage Quality in Perennial Ryegrass. Front Microbiol 2017; 8:1664. [PMID: 28936200 PMCID: PMC5595160 DOI: 10.3389/fmicb.2017.01664] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2017] [Accepted: 08/17/2017] [Indexed: 01/22/2023] Open
Abstract
Perennial ryegrass (Lolium perenne) is an important forage grass with high yield and superior quality in temperate regions which is widely used in parks, sport field, and other places. However, perennial ryegrass is moderately tolerant to salinity stress compared to other commercial cultivars and salt stress reduces their growth and productivity. Aspergillus aculeatus has been documented to participate in alleviating damage induced by salinity. Therefore, the objective of this study was to investigate the mechanisms underlying A. aculeatus-mediated salt tolerance, and forage quality of perennial ryegrass exposed to 0, 200, and 400 mM NaCl concentrations. Physiological markers and forage quality of perennial ryegrass to salt stress were evaluated based on the growth rate, photosynthesis, antioxidant enzymes activity, lipid peroxidation, ionic homeostasis, the nutritional value of forage, and metabolites. Plants inoculated with A. aculeatus exhibited higher relative growth rate (RGR), turf and forage quality under salt stress than un-inoculated plants. Moreover, in inoculated plants, the fungus remarkably improved plant photosynthetic efficiency, reduced the antioxidant enzymes activity (POD and CAT), and attenuated lipid peroxidation (decreased H2O2 and MDA accumulation) induced by salinity, compared to un-inoculated plants. Furthermore, the fungus also acts as an important role in maintaining the lower Na/K ratio and metabolites and lower the amino acids (Alanine, Proline, GABA, and Asparagine), and soluble sugars (Glucose and Fructose) for inoculated plants than un-inoculated ones. Our results suggest that A. aculeatus may be involved in modulating perennial ryegrass tolerance to salinity in various ways.
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Affiliation(s)
- Xiaoning Li
- Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture, Wuhan Botanical Garden, Chinese Academy of SciencesWuhan City, China.,University of Chinese Academy of SciencesBeijing, China
| | - Shijuan Han
- Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture, Wuhan Botanical Garden, Chinese Academy of SciencesWuhan City, China.,University of Chinese Academy of SciencesBeijing, China
| | - Guangyang Wang
- Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture, Wuhan Botanical Garden, Chinese Academy of SciencesWuhan City, China.,University of Chinese Academy of SciencesBeijing, China
| | - Xiaoying Liu
- Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture, Wuhan Botanical Garden, Chinese Academy of SciencesWuhan City, China.,University of Chinese Academy of SciencesBeijing, China
| | - Erick Amombo
- Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture, Wuhan Botanical Garden, Chinese Academy of SciencesWuhan City, China.,University of Chinese Academy of SciencesBeijing, China
| | - Yan Xie
- Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture, Wuhan Botanical Garden, Chinese Academy of SciencesWuhan City, China
| | - Jinmin Fu
- Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture, Wuhan Botanical Garden, Chinese Academy of SciencesWuhan City, China.,School of Resources and Environmental Engineering, Ludong UniversityYantai, China
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23
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Fustini M, Palmonari A, Canestrari G, Bonfante E, Mammi L, Pacchioli M, Sniffen G, Grant R, Cotanch K, Formigoni A. Effect of undigested neutral detergent fiber content of alfalfa hay on lactating dairy cows: Feeding behavior, fiber digestibility, and lactation performance. J Dairy Sci 2017; 100:4475-4483. [DOI: 10.3168/jds.2016-12266] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2016] [Accepted: 02/01/2017] [Indexed: 11/19/2022]
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24
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Palmonari A, Canestrari G, Bonfante E, Fustini M, Mammi L, Formigoni A. Technical note: In vitro digestibility of amylase-treated, ash-corrected neutral detergent fiber, with addition of sodium sulfite, at 240 hours with or without rumen fluid reinoculation. J Dairy Sci 2017; 100:1200-1202. [DOI: 10.3168/jds.2016-11368] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2016] [Accepted: 10/17/2016] [Indexed: 11/19/2022]
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25
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Biazzi E, Nazzicari N, Pecetti L, Brummer EC, Palmonari A, Tava A, Annicchiarico P. Genome-Wide Association Mapping and Genomic Selection for Alfalfa (Medicago sativa) Forage Quality Traits. PLoS One 2017; 12:e0169234. [PMID: 28068350 PMCID: PMC5222375 DOI: 10.1371/journal.pone.0169234] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Accepted: 12/13/2016] [Indexed: 12/03/2022] Open
Abstract
Genetic progress for forage quality has been poor in alfalfa (Medicago sativa L.), the most-grown forage legume worldwide. This study aimed at exploring opportunities for marker-assisted selection (MAS) and genomic selection of forage quality traits based on breeding values of parent plants. Some 154 genotypes from a broadly-based reference population were genotyped by genotyping-by-sequencing (GBS), and phenotyped for leaf-to-stem ratio, leaf and stem contents of protein, neutral detergent fiber (NDF) and acid detergent lignin (ADL), and leaf and stem NDF digestibility after 24 hours (NDFD), of their dense-planted half-sib progenies in three growing conditions (summer harvest, full irrigation; summer harvest, suspended irrigation; autumn harvest). Trait-marker analyses were performed on progeny values averaged over conditions, owing to modest germplasm × condition interaction. Genomic selection exploited 11,450 polymorphic SNP markers, whereas a subset of 8,494 M. truncatula-aligned markers were used for a genome-wide association study (GWAS). GWAS confirmed the polygenic control of quality traits and, in agreement with phenotypic correlations, indicated substantially different genetic control of a given trait in stems and leaves. It detected several SNPs in different annotated genes that were highly linked to stem protein content. Also, it identified a small genomic region on chromosome 8 with high concentration of annotated genes associated with leaf ADL, including one gene probably involved in the lignin pathway. Three genomic selection models, i.e., Ridge-regression BLUP, Bayes B and Bayesian Lasso, displayed similar prediction accuracy, whereas SVR-lin was less accurate. Accuracy values were moderate (0.3-0.4) for stem NDFD and leaf protein content, modest for leaf ADL and NDFD, and low to very low for the other traits. Along with previous results for the same germplasm set, this study indicates that GBS data can be exploited to improve both quality traits (by genomic selection or MAS) and forage yield.
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Affiliation(s)
- Elisa Biazzi
- Council for Agricultural Research and Economics—Research Centre for Fodder Crops and Dairy Productions (CREA-FLC), Lodi, Italy
| | - Nelson Nazzicari
- Council for Agricultural Research and Economics—Research Centre for Fodder Crops and Dairy Productions (CREA-FLC), Lodi, Italy
| | - Luciano Pecetti
- Council for Agricultural Research and Economics—Research Centre for Fodder Crops and Dairy Productions (CREA-FLC), Lodi, Italy
| | - E. Charles Brummer
- Plant Breeding Center, Department of Plant Sciences, University of California, Davis, CA, United States of America
| | - Alberto Palmonari
- Department of Veterinary Medicine, University of Bologna, Bologna, Italy
| | - Aldo Tava
- Council for Agricultural Research and Economics—Research Centre for Fodder Crops and Dairy Productions (CREA-FLC), Lodi, Italy
| | - Paolo Annicchiarico
- Council for Agricultural Research and Economics—Research Centre for Fodder Crops and Dairy Productions (CREA-FLC), Lodi, Italy
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Palmonari A, Canestrari G, Fustini M, Bonfante E, Mammi L, Formigoni A. Using single or multiple liquor-donor cows for in vitro digestibility of amylase- and sodium sulfite-treated neutral detergent fiber with ash correction. J Dairy Sci 2016; 99:9754-9758. [PMID: 27743664 DOI: 10.3168/jds.2016-11198] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2016] [Accepted: 08/27/2016] [Indexed: 11/19/2022]
Abstract
In vitro methods requiring ruminal microorganisms to ferment and digest feeds have been used for decades. Though commonly accepted, collecting and pooling rumen fluid from different donor animals to avoid individual characteristics could affect in vitro fermentations. The current study evaluated the effects of individual or pooled liquors on in vitro digestibility of amylase- and sodium sulfite-treated NDF with ash correction (aNDFom). The study was conducted on 24 samples (8 alfalfa hays, 8 grass hays, and 8 corn silages). The 3 donor animals (treatment 1, 2, and 3) were selected based on similar body weights, parity, days in milk, milk production, and milk composition. Samples were digested in vitro via inoculation of different rumen fluid at different time points (12, 24, 72, and 120h). An equal amount of each liquor collected was sampled and equally mixed with the others to obtain treatment 4. For the alfalfa hay group, differences were observed at 12 (29.95, 27.07, 29.02, and 32.55% aNDFom for treatments 1, 2, 3, and 4, respectively) and 24h (37.35, 35.54, 36.44, and 40.56% aNDFom for treatments 1, 2, 3, and 4, respectively). The inoculum source did not affect in vitro digestibility over longer time periods (72 and 120 h). Similar results were observed in the grass hay group, in which the mixed inoculum had greater digestibility values at both 12 (28.86, 26.89, 27.88, and 30.92% aNDFom for treatments 1, 2, 3, and 4, respectively) and 24h (37.35, 35.54, 36.44, and 40.56% aNDFom for treatment 1, 2, 3, and 4, respectively), but not over longer time periods. For the corn silage group, we observed differences for treatment 4 only at 12h (35.78, 33.87, 34.83, and 37.80% aNDFom for treatment 1, 2, 3, and 4, respectively). These results underline the differences among donor animals, especially when evaluating short incubation time points, and that pooling rumen contents is not equal to averaging across individual animals. Reported data require a deeper investigation on whether or not the method of inoculating a pool of rumen contents represents the actual ability of the animal to digest fiber.
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Affiliation(s)
- A Palmonari
- Department of Veterinary Medicine, Università di Bologna, 40064 Bologna, Italy.
| | - G Canestrari
- Department of Veterinary Medicine, Università di Bologna, 40064 Bologna, Italy
| | - M Fustini
- Department of Veterinary Medicine, Università di Bologna, 40064 Bologna, Italy
| | - E Bonfante
- Department of Veterinary Medicine, Università di Bologna, 40064 Bologna, Italy
| | - L Mammi
- Department of Veterinary Medicine, Università di Bologna, 40064 Bologna, Italy
| | - A Formigoni
- Department of Veterinary Medicine, Università di Bologna, 40064 Bologna, Italy
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Palmonari A, Gallo A, Fustini M, Canestrari G, Masoero F, Sniffen CJ, Formigoni A. Estimation of the indigestible fiber in different forage types. J Anim Sci 2016; 94:248-54. [PMID: 26812331 DOI: 10.2527/jas.2015-9649] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The role of indigestible NDF is essential in relation to OM digestibility prediction, total tract digestibility, rumen fill, passage rate, and digestion kinetics. Moreover, the truly indigestible NDF (iNDF) represents a core point in dynamic models used for diet formulations. However, despite its wide possible applications, few trials have been conducted to quantify iNDF and even fewer to investigate whether or not it is consistent among different forage sources. The objective of this study was to predict the iNDF by measuring the residual NDF after 240-h in vitro fermentation to determine the unavailable NDF (uNDF) within and among various forage types. Finally, a mathematical approach was investigated for the estimation of the uNDF fraction. In all, 688 forages were analyzed in this study. This pool included 122 alfalfa hays, 282 corn silages, and 284 grass hays. Values of uNDF varied among different forages and within the same type (22.7% ± 4.48%, 20.1% ± 4.23%, and 11.8% ± 3.5% DM for grass hay, alfalfa hay, and corn silages, respectively). The relationship among uNDF and ADL was not constant and, for grass hay and corn silage, was different ( 0.05) from the 2.4 × lignin value applied by the traditional Chandler equation. The observed uNDF:ADL ratio was 3.22 for grass hay and 3.11 for corn silage. Relationships among chemical and biological parameters and uNDF were investigated via simple and multiple regression equations. The greatest correlation with a single variable was obtained by ADL and ADF when applied to the whole data set ( = 0.63). Greater coefficients of determination resulted from a multiple regression equation for the whole data set ( = 0.80) and within each forage type ( = 0.65, 0.77, and 0.54 for grass hay, alfalfa hay, and corn silage, respectively). In conclusion, a regression approach requires specific equations and different regression coefficients for each forage type. The direct measurement of uNDF represented the best approach to obtain an accurate prediction of the iNDF and to optimize its specific purpose in dynamic nutrition models.
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Bonfante E, Palmonari A, Mammi L, Canestrari G, Fustini M, Formigoni A. Effects of a completely pelleted diet on growth performance in Holstein heifers. J Dairy Sci 2016; 99:9724-9731. [PMID: 27692717 DOI: 10.3168/jds.2016-11033] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2016] [Accepted: 08/19/2016] [Indexed: 11/19/2022]
Abstract
Forage neutral detergent fiber (NDF) content and particle size are important factors that affect rumen function. The aim of the current study was to evaluate the effects on rumen health, NDF digestibility, and animal performance of pelleting a forage-based diet. Eight Holstein heifers (age 336±30d, body weight 346±35kg) were randomly assigned to a repeated crossover design. Animals were housed in tie-stalls and fed for ad libitum intake. The study included 4 periods of 3 wk, the first 2 wk for adaptation to the diet and the last wk for data collection. Diets had the same ingredients but had a different physical form: total mixed ration (TMR) and pellet (diameter=8mm). The physically effective NDF (peNDF) differed between the 2 treatments (39.8 and 11.8% of NDF in the TMR and pellet diets, respectively). During the trial, dry matter intake (DMI), water intake, rumination time, rumen temperature, and pH were evaluated daily. Fecal samples were collected in wk3 of each period to determine total-tract digestibility of the potential digestible (pd)NDF. Average daily gain and feed conversion ratio were calculated at the end of each period. With the pellet diet, DMI, DMI/body weight, and water consumption were higher. We observed no significant difference in average daily gain or feed conversion ratio. Rumination time was lower for the pellet diet than for the TMR diet (241 vs. 507min/d, respectively). Diet had no effect on rumen temperature or rumen pH. The total-tract digestibility of the pdNDF was greater with the TMR diet than with the pellet diet (90.25 vs. 86.82% pdNDF, respectively). The results of the current study suggest that a complete-feed pellet diet was well accepted by the animals, as demonstrated by higher DMI. Rumination time was reduced with the pellet diet, but rumen pH was not different. The pdNDF digestibility was high for both diets, but significantly higher for the TMR diet. Given that animal performance was similar between the 2 diets, although they differed with respect to DMI and fiber digestion, we hypothesize that the 2 diets had different retention times, related to their physical form. A complete-feed pellet diet formulated to provide a sufficient level of NDF from forages could be fed to growing ruminants without apparent negative effects on rumen health and animal productivity, at least for a short period. More research over a longer growing period is needed before recommending this feeding strategy for growing heifers.
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Affiliation(s)
- E Bonfante
- Department of Veterinary Medicine, Università di Bologna, 40064 Bologna, Italy.
| | - A Palmonari
- Department of Veterinary Medicine, Università di Bologna, 40064 Bologna, Italy
| | - L Mammi
- Department of Veterinary Medicine, Università di Bologna, 40064 Bologna, Italy
| | - G Canestrari
- Department of Veterinary Medicine, Università di Bologna, 40064 Bologna, Italy
| | - M Fustini
- Department of Veterinary Medicine, Università di Bologna, 40064 Bologna, Italy
| | - A Formigoni
- Department of Veterinary Medicine, Università di Bologna, 40064 Bologna, Italy
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