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Transcriptome analysis identifies differentially expressed genes involved in lignin biosynthesis in barley. Int J Biol Macromol 2023; 236:123940. [PMID: 36894063 DOI: 10.1016/j.ijbiomac.2023.123940] [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: 01/07/2023] [Revised: 02/18/2023] [Accepted: 03/02/2023] [Indexed: 03/09/2023]
Abstract
Lignin is an essential metabolite for plant growth but negatively affects the quality of forage barley. Genetic modification of quality traits to improve the forage digestibility requires an understanding of the molecular mechanism of lignin biosynthesis. RNA-Seq was used to quantify transcripts differentially expressed among leaf, stem and spike tissues from two barley genotypes. A total of 13,172 differentially expressed genes (DEGs) were identified, of which much more up-regulated DEGs were detected from the contrasting groups of leaf vs spike (L-S) and stem vs spike (S-S), and down-regulated DEGs were dominant in the group of stem vs leaf (S-L). 47 DEGs were successfully annotated to the monolignol pathway and six of them were candidate genes regulating the lignin biosynthesis. The qRT-PCR assay verified the expression profiles of the six candidate genes. Among them, four genes might positively regulate the lignin biosynthesis during forage barley development in terms of the consistency of their expression levels and changes of lignin content among the tissues, while the other two genes may have the reverse effects. These findings provide target genes for further investigations on molecular regulatory mechanisms of lignin biosynthesis and genetic resources for improvement of forage quality in barley molecular breeding programme.
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Hudzenko VM, Polishchuk TP, Lysenko AA, Fedorenko IV, Fedorenko MV, Khudolii LV, Ishchenko VA, Kozelets HM, Babenko AI, Tanchyk SP, Mandrovska SM. Elucidation of gene action and combining ability for productive tillering in spring barley. REGULATORY MECHANISMS IN BIOSYSTEMS 2022. [DOI: 10.15421/022225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
The purpose of the present study is to identify breeding and genetic peculiarities for productive tillering in spring barley genotypes of different origin, purposes of usage and botanical affiliation, as well as to identify effective genetic sources to further improving of the trait. There were created two complete (6 × 6) diallel crossing schemes. Into the Scheme I elite Ukrainian (MIP Tytul and Avhur) and Western European (Datcha, Quench, Gladys, and Beatrix) malting spring barley varieties were involved. Scheme II included awnless covered barley varieties Kozyr and Vitrazh bred at the Plant Production Institute named after V. Y. Yuriev of NAAS of Ukraine, naked barley varieties Condor and CDC Rattan from Canada, as well as awned feed barley variety MIP Myroslav created at MIW and malting barley variety Sebastian from Denmark. For more reliable and informative characterization of barley varieties and their progeny for productive tillering in terms of inheritance, parameters of genetic variation and general combining ability (GCA) statistical analyses of experimental data from different (2019 and 2020) growing seasons were conducted. Accordingly to the indicator of phenotypic dominance all possible modes of inheritance were detected, except for negative dominance in the Scheme I in 2020. The degree of phenotypic dominance significantly varied depending on both varieties involved in crossing schemes and conditions of the years of trials. There was overdominance in loci in both schemes in both years. The other parameters of genetic variation showed significant differences in gene action for productive tillering between crossing Schemes. In Scheme I in both years the dominance was mainly unidirectional and due to dominant effects. In the Scheme II in both years there was multidirectional dominance. In Scheme I compliance with the additive-dominant system was revealed in 2019, but in 2020 there was a strong epistasis. In Scheme II in both years non-allelic interaction was identified. In general, the mode of gene action showed a very complex gene action for productive tillering in barley and a significant role of non-genetic factors in phenotypic manifestation of the trait. Despite this, the level of heritability in the narrow sense in both Schemes pointed to the possibility of the successful selection of individuals with genetically determined increased productive tillering in the splitting generations. In Scheme I the final selection for productive tillering will be more effective in later generations, when dominant alleles become homozygous. In Scheme II it is theoretically possible to select plants with high productive tillering on both recessive and dominant basis. In both schemes the non-allelic interaction should be taken into consideration. Spring barley varieties Beatrix, Datcha, MIP Myroslav and Kozyr can be used as effective genetic sources for involvement in crossings aimed at improving the productive tillering. The results of present study contribute to further development of studies devoted to evaluation of gene action for yield-related traits in spring barley, as well as identification of new genetic sources for plant improvement.
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Ben Meir YA, Nikbachat M, Portnik Y, Jacoby S, Adin G, Moallem U, Halachmi I, Miron J, Mabjeesh SJ. Effect of forage-to-concentrate ratio on production efficiency of low-efficient high-yielding lactating cows. Animal 2020; 15:100012. [PMID: 33515986 DOI: 10.1016/j.animal.2020.100012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2019] [Revised: 07/23/2020] [Accepted: 07/30/2020] [Indexed: 10/22/2022] Open
Abstract
Feed is usually the costliest input in lactating cow's farms. Therefore, the developing of methods for a better adjustment of feed intake to cow's energetic needs in order to improve efficiency is desired. The aim of this study was to improve feed efficiency of low-efficient (LE) cows through a moderate increase in diet forage-to-concentrate ratio. We studied the effects of replacing 8.2% corn grains in a control low-fiber (LF) diet that contained 17.5% forage neutral detergent fiber (NDF) with 7.5% wheat straw +0.7% soybean meal for a high-fiber (HF) diet that contained 23.4% forage NDF. Based on efficiency data of individual cows from the Agricultural Research Organization's herd measured in our previous study, 15 pairs of pre-classified LE multiparous mid-lactating Israeli Holstein dairy cows were selected, each pair with similar performance, intake, and efficiency data; each member of a pair was then adapted for 2 weeks to one or the other dietary treatment. Traits examined during the 5 weeks of the experiment were DM intake (DMI), eating behavior, milk production, in vivo digestibility, and estimation of feed efficiency [energy-corrected milk (ECM)/DMI and energy balance]. Cows fed the HF diet showed slower eating rate, smaller visit and meal sizes, longer daily eating time, higher visit frequency, and longer meal duration, compared to those fed the LF diet. The DMI of cows fed the HF diet was 9.1% lower, their DM digestibility decreased from 65.7 to 62.2%, and their ECM yield was 7.0% lower than in cows fed the LF diet. Feed efficiency, measured as net energy captured/digestible energy intake, improved in the cows fed the HF vs. LF diet while feed efficiency measured as ECM/DMI remained similar. Our results thus show the potential of improving feed efficiency for milk production in LE cows by increasing the forage-to-concentrate ratio.
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Affiliation(s)
- Y A Ben Meir
- Department of Ruminant Science, Institute of Animal Science, Agricultural Research Organization (ARO), Rishon Lezion 7528809, Israel; Department of Animal Sciences, The Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot 7610001, Israel.
| | - M Nikbachat
- Department of Ruminant Science, Institute of Animal Science, Agricultural Research Organization (ARO), Rishon Lezion 7528809, Israel
| | - Y Portnik
- Department of Ruminant Science, Institute of Animal Science, Agricultural Research Organization (ARO), Rishon Lezion 7528809, Israel
| | - S Jacoby
- Department of Ruminant Science, Institute of Animal Science, Agricultural Research Organization (ARO), Rishon Lezion 7528809, Israel
| | - G Adin
- Department of Animal Production, Extension Service, Ministry of Agriculture, Bet-Dagan 7505101, Israel
| | - U Moallem
- Department of Ruminant Science, Institute of Animal Science, Agricultural Research Organization (ARO), Rishon Lezion 7528809, Israel
| | - I Halachmi
- Precision Livestock Farming (PLF) Laboratory, Institute of Agricultural Engineering, ARO, Rishon Lezion 7528809, Israel
| | - J Miron
- Department of Ruminant Science, Institute of Animal Science, Agricultural Research Organization (ARO), Rishon Lezion 7528809, Israel
| | - S J Mabjeesh
- Department of Animal Sciences, The Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot 7610001, Israel
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Miyaji M, Yajima A, Tada S, Sudo K, Aoki Y. Effects of feeding early-harvested orchardgrass-perennial ryegrass mixed silage instead of heading stage harvested timothy silage on digestion and milk production in dairy cows. Anim Sci J 2020; 91:e13376. [PMID: 32363685 DOI: 10.1111/asj.13376] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Revised: 01/21/2020] [Accepted: 02/02/2020] [Indexed: 12/23/2022]
Abstract
We evaluated the effects of replacement of heading stage harvested timothy silage with early-harvested orchardgrass-perennial ryegrass mixed (OP) silage while maintaining or reducing concentrate input on dry matter intake (DMI), milk production, nutrient digestibility, and N balance in dairy cows. Nine multiparous Holstein cows were used in a replicated 3 × 3 Latin square design with three dietary treatments: TYL, a diet containing timothy silage where forage-to-concentrate ratio (FC) was 50:50; OPL, a diet containing OP silage where FC ratio was 50:50; and OPH, a diet containing OP silage where FC ratio was 60:40. We observed that an equal replacement of timothy with OP silage increased DMI, milk yield, milk protein production, and nutrient digestibility but decreased milk fat content (TYL versus OPL). We observed that replacing timothy with OP silage while reducing concentrate input increased milk fat and protein yield, nutrient digestibility, and feed efficiency and reduced urinary N loss with no effect on DMI or milk fat content (TYL versus OPH). These results show that replacing timothy with OP silage can be a good approach to improve milk production, feed efficiency, and N utilization and reduce concentrate input. However, milk fat depression should be considered when an equal substitution is performed.
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Affiliation(s)
- Makoto Miyaji
- Hokkaido Agricultural Research Center, NARO, Sapporo, Japan
| | - Akira Yajima
- Hokkaido Agricultural Research Center, NARO, Sapporo, Japan
| | - Shingo Tada
- Hokkaido Agricultural Research Center, NARO, Sapporo, Japan
| | - Kenji Sudo
- Hokkaido Agricultural Research Center, NARO, Sapporo, Japan
| | - Yasuhiro Aoki
- Hokkaido Agricultural Research Center, NARO, Sapporo, Japan
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DeFeo ME, Shampoe KV, Carvalho PHV, Silva FAS, Felix TL. In vitro and in situ techniques yield different estimates of ruminal disappearance of barley. Transl Anim Sci 2020; 4:141-148. [PMID: 32704974 PMCID: PMC7200464 DOI: 10.1093/tas/txz170] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Accepted: 10/24/2019] [Indexed: 11/18/2022] Open
Abstract
Objectives were to compare in vitro and in situ disappearance of dry matter (DM), neutral detergent fiber (NDF), and starch of traditional (unprocessed and rolled) and hulless (unprocessed) barley. Experiment 1: three barley sources were compared using in vitro techniques. The sources were: 1) traditional barley that was not processed, 2) traditional barley processed through a roller mill, and 3) hulless barley that was not processed. For in vitro incubation, each barley source was ground through a 1-mm screen. Ground barley sources were weighed into bags (25 micron porosity) and incubated in ruminal fluid from two steers fed 80% rolled corn for 3, 6, 12, 24, 48, or 72 h. Intact bags were assayed for NDF; remaining bags were opened and the residual was removed and analyzed to determine disappearance of DM and starch. Experiment 2: the barley sources used in Exp. 1 were compared using in situ techniques. For in situ analysis, each barley source was ground in a Wiley mill with no screen to mimic mastication. Artificially masticated samples were weighed into Dacron bags (50 ± 10 micron porosity) and incubated in eight ruminally fistulated steers (n = 8) for 3, 6, 12, 24, 48, and 72 h. Residual contents were analyzed to determine in situ disappearance of DM, NDF, and starch. Data were analyzed using the MIXED procedures of SAS (9.4 SAS Institute, Cary, NC) with repeated measures. DM disappearance was greatest (P < 0.05) for hulless barley in vitro and for rolled barley in situ, regardless of time postincubation. For both trials, NDF disappearance was greatest (P < 0.05) for hulless barley, regardless of time postincubation. Starch disappearance at all time points was greatest (P < 0.05) for rolled barley in situ. Starch disappearance was greater (P < 0.05) for hulless barley at 6 h of in vitro incubation compared to rolled and unprocessed barley, whereas starch disappearance in vitro was comparable (P = 0.60) between barley sources. When the grains were compared in vitro, minor differences were noted, presumably because barley sources were finely ground prior to incubation. Compared to in vitro estimates, in situ techniques had greater variation in ruminal degradation estimates. Differences observed between in situ and in vitro techniques are driven largely by differences between the procedures. Although laboratory methods are widely used to estimate ruminal degradation, these techniques did not provide comparable estimates of ruminal degradation of barley.
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Affiliation(s)
- Mary E DeFeo
- Animal Science Department, The Pennsylvania State University, University Park, PA
| | - Kelsey V Shampoe
- Animal Science Department, The Pennsylvania State University, University Park, PA
| | - Pedro H V Carvalho
- Animal Science Department, The Pennsylvania State University, University Park, PA
| | - Flavia A S Silva
- Animal Science Department, The Pennsylvania State University, University Park, PA
| | - Tara L Felix
- Animal Science Department, The Pennsylvania State University, University Park, PA
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Ferreira G, Teets CL, Meakin RJ. Use of polyhalite mineral as an acidogenic ingredient for prepartum diets of non-lactating dairy cows. CANADIAN JOURNAL OF ANIMAL SCIENCE 2019. [DOI: 10.1139/cjas-2018-0194] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
We measured urine pH from cows fed a prepartum diet containing polyhalite mineral as an acidogenic salt. At 21 d before expected calving date (ECD), cows were transferred from the far-off to the close-up group. The polyhalite mineral was incorporated into a pelleted concentrate to provide 500 g d−1. Urine pH at −21, −14, −7, and 0 d relative to ECD was 8.26, 5.18, 5.12, and 5.15, respectively. These results indicate that a metabolic acidosis could be effectively induced when polyhalite mineral is included as an acidogenic source in close-up rations for pregnant and non-lactating dairy cows.
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Affiliation(s)
- Gonzalo Ferreira
- Department of Dairy Science, Virginia Tech, Blacksburg, VA 24061, USA
| | - Christy L. Teets
- Department of Dairy Science, Virginia Tech, Blacksburg, VA 24061, USA
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Ferreira G, Richardson ES, Teets CL, Akay V. Production performance and nutrient digestibility of lactating dairy cows fed low-forage diets with and without the addition of a live-yeast supplement. J Dairy Sci 2019; 102:6174-6179. [PMID: 31128871 DOI: 10.3168/jds.2019-16396] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Accepted: 04/03/2019] [Indexed: 01/25/2023]
Abstract
We aimed to evaluate the use of a live-yeast product as a means to attenuate plausible nutritional disturbances when feeding relatively low-forage diets containing rapidly fermentable carbohydrates (i.e., wheat) to high-producing cows in early to mid lactation. Eight primiparous [mean ± SD; 569 ± 35 kg of body weight (BW) and 80 ± 29 d in milk (DIM) at the beginning of the experiment] and 16 multiparous (665 ± 67 kg of BW and 64 ± 10 DIM at the beginning of the experiment) Holstein cows were blocked by parity and DIM, and randomly assigned to 1 of 2 diets (control vs. yeast) for a 12-wk-long period according to randomized complete block design. The formulated diets contained 36.7% corn silage, 8.3% alfalfa hay, and 55% concentrate. The yeast diet was formulated to provide approximately 5.4 × 1011 cfu/d of Saccharomyces cerevisiae (BeneSacc; Global Nutritech Biotechnology LLC, Richmond, VA). Total-tract nutrient digestibility was estimated using 240-h undigested neutral detergent fiber (NDF) as an internal marker. Dry matter intake, milk yield, and milk component concentrations and yields were analyzed using repeated measures. The statistical model for these variables included the effects of block, treatment, the block by treatment interaction, week, the treatment by week interaction, and the random residual error. The statistical model for analyzing BW gain, body condition score gain, and dry matter and nutrient digestibilities included the effects of block, treatment, and the random residual error. Supplementing live yeast to lactating dairy cows did not affect dry matter intake (26.0 kg/d), milk yield (48.1 kg/d), milk fat concentration (3.61%), milk fat yield (1.72 kg/d), milk protein concentration (2.96%), milk protein yield (1.43 kg/d), milk lactose concentration (4.84%), milk lactose yield (2.35 kg/d), milk urea nitrogen (7.99 mg/dL), body weight gain (0.62 kg/d), and body condition score gain (0.02 units; all averages of the 2 treatments). The digestibilities of dry matter (70.2%), crude protein (71.4%), NDF (36.4%), and starch (99.8%) were not affected by treatments. In conclusion, the supplementation of the live yeast did not affect production performance and nutrient digestibility of high-producing dairy cows. A potential interaction between live-yeast supplementation and NDF passage rate, which may have hindered the beneficial effects of live-yeast supplementation on production performance and nutrient utilization, deserves further research.
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Affiliation(s)
- G Ferreira
- Department of Dairy Science, Virginia Tech, Blacksburg 24061.
| | - E S Richardson
- Department of Dairy Science, Virginia Tech, Blacksburg 24061
| | - C L Teets
- Department of Dairy Science, Virginia Tech, Blacksburg 24061
| | - V Akay
- Global Nutritech Biotechnology LLC, Richmond, VA 23219
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